pp + Abs x"T y"T" Ttype: 2 9 Add x"T y"T z"T" Ttype: 2   S AddN inputs"T*N sum"T" Nint(0" Ttype: 2   h All input  reduction_indices"Tidx output " keep_dimsbool(" Tidxtype0: 2 h Any input  reduction_indices"Tidx output " keep_dimsbool(" Tidxtype0: 2  ApplyMomentum var"T accum"T lr"T grad"T momentum"T out"T" Ttype: 2  " use_lockingbool(" use_nesterovbool( l ArgMax input"T dimension"Tidx output " Ttype: 2  " Tidxtype0: 2 P Assert condition  data2T" T list(type)(0" summarizeint x Assign ref"T value"T output_ref"T" Ttype" validate_shapebool(" use_lockingbool( p AssignAdd ref"T value"T output_ref"T" Ttype: 2  " use_lockingbool(  BatchToSpaceND input"T block_shape" Tblock_shape crops"Tcrops output"T" Ttype" Tblock_shapetype0: 2 " Tcropstype0: 2 { BiasAdd value"T bias"T output"T" Ttype: 2  "- data_formatstringNHWC: NHWCNCHW { BiasAddGrad out_backprop"T output"T" Ttype: 2  "- data_formatstringNHWC: NHWCNCHW R BroadcastGradientArgs s0"T s1"T r0"T r1"T" Ttype0: 2 8 Cast x"SrcT y"DstT" SrcTtype" DstTtype P CheckNumerics tensor"T output"T" Ttype: 2" messagestring I ConcatOffset concat_dim shape*N offset*N" Nint(0 h ConcatV2 values"T*N axis"Tidx output"T" Nint(0" Ttype" Tidxtype0: 2 8 Const output"dtype" valuetensor" dtypetype  ControlTrigger  Conv2D input"T filter"T output"T" Ttype: 2" strides list(int)" use_cudnn_on_gpubool("" paddingstring: SAMEVALID"- data_formatstringNHWC: NHWCNCHW  Conv2DBackpropFilter input"T filter_sizes out_backprop"T output"T" Ttype: 2" strides list(int)" use_cudnn_on_gpubool("" paddingstring: SAMEVALID"- data_formatstringNHWC: NHWCNCHW  Conv2DBackpropInput input_sizes filter"T out_backprop"T output"T" Ttype: 2" strides list(int)" use_cudnn_on_gpubool("" paddingstring: SAMEVALID"- data_formatstringNHWC: NHWCNCHW  CropAndResize image"T boxes box_ind crop_size crops" Ttype: 2 "* methodstring bilinear: bilinear"# extrapolation_valuefloat%  CropAndResizeGradBoxes grads image"T boxes box_ind output" Ttype: 2 "* methodstring bilinear: bilinear  CropAndResizeGradImage grads boxes box_ind image_size output"T" Ttype: 2"* methodstring bilinear: bilinear 9 DecodeBmp contents image" channelsint $ DecodeGif contents image  DecodeJpeg contents image" channelsint" ratioint" fancy_upscalingbool("! try_recover_truncatedbool("# acceptable_fractionfloat%?" dct_methodstring Y DecodePng contents image"dtype" channelsint" dtypetype0: 2 e DecodeRaw bytes output"out_type" out_typetype: 2 " little_endianbool( S DynamicStitch indices*N data"T*N merged"T" Nint(0" Ttype y Enter data"T output"T" Ttype" frame_namestring" is_constantbool(" parallel_iterationsint A Equal x"T y"T z " Ttype: 2    ) Exit data"T output"T" Ttype + Exp x"T y"T" Ttype: 2 W ExpandDims input"T dim"Tdim output"T" Ttype" Tdimtype0: 2  FIFOQueueV2 handle"! component_types list(type)(0" shapes list(shape) (" capacityint " containerstring" shared_namestring 4 Fill dims value"T output"T" Ttype > FloorDiv x"T y"T z"T" Ttype: 2   7 FloorMod x"T y"T z"T" Ttype: 2   Gather params"Tparams indices"Tindices output"Tparams" validate_indicesbool(" Tparamstype" Tindicestype: 2 : Greater x"T y"T z " Ttype: 2   ? GreaterEqual x"T y"T z " Ttype: 2   S HistogramSummary tag values"T summary" Ttype0: 2   . Identity input"T output"T" Ttype : InvertPermutation x"T y"T" Ttype0: 2 N IsVariableInitialized ref"dtype is_initialized " dtypetype 7 Less x"T y"T z " Ttype: 2   \ ListDiff x"T y"T out"T idx"out_idx" Ttype" out_idxtype0: 2 + Log x"T y"T" Ttype: 2 $ LogicalAnd x  y  z   LogicalNot x  y # LogicalOr x  y  z  ! LoopCond input  output o MatMul a"T b"T product"T" transpose_abool(" transpose_bbool(" Ttype: 2  Max input"T reduction_indices"Tidx output"T" keep_dimsbool(" Ttype: 2  " Tidxtype0: 2  MaxPool input"T output"T" Ttype0: 2  " ksize list(int)(0" strides list(int)(0"" paddingstring: SAMEVALID"- data_formatstringNHWC: NHWCNCHW  MaxPoolGrad orig_input"T orig_output"T grad"T output"T" ksize list(int)(0" strides list(int)(0"" paddingstring: SAMEVALID"- data_formatstringNHWC: NHWCNCHW" Ttype0: 2   : Maximum x"T y"T z"T" Ttype: 2   Mean input"T reduction_indices"Tidx output"T" keep_dimsbool(" Ttype: 2  " Tidxtype0: 2 N Merge inputs"T*N output"T value_index" Ttype" Nint(0 8 MergeSummary inputs*N summary" Nint(0  Min input"T reduction_indices"Tidx output"T" keep_dimsbool(" Ttype: 2  " Tidxtype0: 2 : Minimum x"T y"T z"T" Ttype: 2  < Mul x"T y"T z"T" Ttype: 2   - Neg x"T y"T" Ttype: 2  2 NextIteration data"T output"T" Ttype  NoOp t NonMaxSuppression boxes scores max_output_size selected_indices" iou_thresholdfloat%? D NotEqual x"T y"T z " Ttype: 2     OneHot indices"TI depth on_value"T off_value"T output"T" axisint " Ttype" TItype0 : 2 M Pack values"T*N output"T" Nint(0" Ttype" axisint _ Pad input"T paddings" Tpaddings output"T" Ttype" Tpaddingstype0: 2  PaddingFIFOQueueV2 handle"! component_types list(type)(0" shapes list(shape) (" capacityint " containerstring" shared_namestring  ParseExample serialized names sparse_keys*Nsparse dense_keys*Ndense dense_defaults2Tdense sparse_indices *Nsparse sparse_values2 sparse_types sparse_shapes *Nsparse dense_values2Tdense" Nsparseint(" Ndenseint("% sparse_types list(type)(: 2 " Tdense list(type)(: 2 " dense_shapes list(shape)(  Prod input"T reduction_indices"Tidx output"T" keep_dimsbool(" Ttype: 2  " Tidxtype0: 2 B QueueCloseV2 handle"# cancel_pending_enqueuesbool(  QueueDequeueManyV2 handle n components2component_types"! component_types list(type)(0" timeout_msint   QueueDequeueV2 handle components2component_types"! component_types list(type)(0" timeout_msint  } QueueEnqueueManyV2 handle components2 Tcomponents" Tcomponents list(type)(0" timeout_msint  y QueueEnqueueV2 handle components2 Tcomponents" Tcomponents list(type)(0" timeout_msint  & QueueSizeV2 handle size Y RandomShuffle value"T output"T" seedint" seed2int" Ttype  RandomShuffleQueueV2 handle"! component_types list(type)(0" shapes list(shape) (" capacityint " min_after_dequeueint" seedint" seed2int" containerstring" shared_namestring } RandomUniform shape"T output"dtype" seedint" seed2int" dtypetype: 2" Ttype: 2  ` Range start"Tidx limit"Tidx delta"Tidx output"Tidx" Tidxtype0: 2 ) Rank input"T output" Ttype J ReaderReadV2 reader_handle queue_handle key value = RealDiv x"T y"T z"T" Ttype: 2   4 Reciprocal x"T y"T" Ttype: 2   RefEnter data"T output"T" Ttype" frame_namestring" is_constantbool(" parallel_iterationsint A Relu features"T activations"T" Ttype: 2   B Relu6 features"T activations"T" Ttype: 2   T Relu6Grad gradients"T features"T backprops"T" Ttype: 2   S ReluGrad gradients"T features"T backprops"T" Ttype: 2   [ Reshape tensor"T shape"Tshape output"T" Ttype" Tshapetype0: 2 o ResizeBilinear images"T size resized_images" Ttype: 2 " align_cornersbool( l RestoreV2 prefix tensor_names shape_and_slices tensors2dtypes" dtypes list(type)(0 i ReverseV2 tensor"T axis"Tidx output"T" Tidxtype0: 2 " Ttype: 2   / Round x"T y"T" Ttype: 2  - Rsqrt x"T y"T" Ttype: 2  SSTableReaderV2 reader_handle" containerstring" shared_namestring" key_prefixstring" start_keystring" stop_keystring" cancellablebool( i SaveV2 prefix tensor_names shape_and_slices tensors2dtypes" dtypes list(type)(0 M ScalarSummary tags values"T summary" Ttype: 2   ? Select condition  t"T e"T output"T" Ttype P Shape input"T output"out_type" Ttype" out_typetype0: 2 e ShapeN input"T*N output"out_type*N" Nint(0" Ttype" out_typetype0: 2 . Sign x"T y"T" Ttype: 2  O Size input"T output"out_type" Ttype" out_typetype0: 2 a Slice input"T begin"Index size"Index output"T" Ttype" Indextype: 2 8 Softmax logits"T softmax"T" Ttype: 2 i SoftmaxCrossEntropyWithLogits features"T labels"T loss"T backprop"T" Ttype: 2  SpaceToBatchND input"T block_shape" Tblock_shape paddings" Tpaddings output"T" Ttype" Tblock_shapetype0: 2 " Tpaddingstype0: 2  SparseToDense sparse_indices"Tindices output_shape"Tindices sparse_values"T default_value"T dense"T" validate_indicesbool(" Ttype" Tindicestype: 2 [ Split split_dim value"T output"T* num_split" num_splitint(0" Ttype , Sqrt x"T y"T" Ttype: 2 0 Square x"T y"T" Ttype: 2  N Squeeze input"T output"T" Ttype" squeeze_dims list(int) ( F Stack handle" elem_typetype" stack_namestring ? StackPop handle elem" elem_type" elem_typetype V StackPush handle elem"T output"T" Ttype" swap_memorybool( 2 StopGradient input"T output"T" Ttype  StridedSlice input"T begin"Index end"Index strides"Index output"T" Ttype" Indextype: 2 " begin_maskint" end_maskint" ellipsis_maskint" new_axis_maskint" shrink_axis_maskint 5 Sub x"T y"T z"T" Ttype: 2  F Substr input pos"T len"T output" Ttype: 2  Sum input"T reduction_indices"Tidx output"T" keep_dimsbool(" Ttype: 2  " Tidxtype0: 2 M Switch data"T pred  output_false"T output_true"T" Ttype { TensorArrayGatherV3 handle indices flow_in value"dtype" dtypetype" element_shapeshape: ` TensorArrayGradV3 handle flow_in grad_handle flow_out" sourcestring Y TensorArrayReadV3 handle index flow_in value"dtype" dtypetype d TensorArrayScatterV3 handle indices value"T flow_in flow_out" Ttype 9 TensorArraySizeV3 handle flow_in size  TensorArrayV3 size handle flow" dtypetype" element_shapeshape:" dynamic_sizebool(" clear_after_readbool(" tensor_array_namestring ` TensorArrayWriteV3 handle index value"T flow_in flow_out" Ttype c Tile input"T multiples" Tmultiples output"T" Ttype" Tmultiplestype0: 2 c TopKV2 input"T k values"T indices" sortedbool(" Ttype: 2   P Transpose x"T perm"Tperm y"T" Ttype" Tpermtype0: 2  TruncatedNormal shape"T output"dtype" seedint" seed2int" dtypetype: 2" Ttype: 2  P Unpack value"T output"T*num" numint(" Ttype" axisint  UnsortedSegmentSum data"T segment_ids"Tindices num_segments output"T" Ttype: 2  " Tindicestype: 2 s VariableV2 ref"dtype" shapeshape" dtypetype" containerstring" shared_namestring  Where input  index & ZerosLike x"T y"T" Ttype* 1.1.0-rc22unknown  global_step/Initializer/zerosConst* value B R* _class loc:@global_step* dtype0 * _output_shapes :  global_step VariableV2"/job:ps/device:CPU:0/task:0* container* shape:* _class loc:@global_step* shared_name* _output_shapes :* dtype0  global_step/AssignAssign global_stepglobal_step/Initializer/zeros"/job:ps/device:CPU:0/task:0* T0 * validate_shape(* _class loc:@global_step* use_locking(* _output_shapes :  global_step/readIdentity global_step"/job:ps/device:CPU:0/task:0* _class loc:@global_step* _output_shapes :* T0 f parallel_read/filenames/ConstConst"/job:worker/device:CPU:0*e 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dtype0* _output_shapes :e x parallel_read/filenames/SizeConst"/job:worker/device:CPU:0* value B:e* dtype0* _output_shapes : } !parallel_read/filenames/Greater/yConst"/job:worker/device:CPU:0* value B:* dtype0* _output_shapes :  parallel_read/filenames/GreaterGreaterparallel_read/filenames/Size!parallel_read/filenames/Greater/y"/job:worker/device:CPU:0* T0* _output_shapes :  $parallel_read/filenames/Assert/ConstConst"/job:worker/device:CPU:0*G value>B<B6string_input_producer requires a non-null input tensor* dtype0* _output_shapes :  ,parallel_read/filenames/Assert/Assert/data_0Const"/job:worker/device:CPU:0*G value>B<B6string_input_producer requires a non-null input tensor* dtype0* _output_shapes :  %parallel_read/filenames/Assert/AssertAssertparallel_read/filenames/Greater,parallel_read/filenames/Assert/Assert/data_0"/job:worker/device:CPU:0* T 2* summarize  parallel_read/filenames/IdentityIdentityparallel_read/filenames/Const&^parallel_read/filenames/Assert/Assert"/job:worker/device:CPU:0* T0* _output_shapes :e  %parallel_read/filenames/RandomShuffle RandomShuffle parallel_read/filenames/Identity"/job:worker/device:CPU:0* _output_shapes :e* seed2* seed* T0  parallel_read/filenames FIFOQueueV2"/job:worker/device:CPU:0* container* _output_shapes :* component_types 2* shared_name* capacity * shapes :  -parallel_read/filenames/filenames_EnqueueManyQueueEnqueueManyV2parallel_read/filenames%parallel_read/filenames/RandomShuffle"/job:worker/device:CPU:0* Tcomponents 2* timeout_ms   'parallel_read/filenames/filenames_Close QueueCloseV2parallel_read/filenames"/job:worker/device:CPU:0* cancel_pending_enqueues(  )parallel_read/filenames/filenames_Close_1 QueueCloseV2parallel_read/filenames"/job:worker/device:CPU:0* cancel_pending_enqueues(  ¶llel_read/filenames/filenames_Size QueueSizeV2parallel_read/filenames"/job:worker/device:CPU:0* _output_shapes :  parallel_read/filenames/CastCast¶llel_read/filenames/filenames_Size"/job:worker/device:CPU:0* SrcT0* DstT0* _output_shapes : | parallel_read/filenames/mul/yConst"/job:worker/device:CPU:0* value B *=* dtype0* _output_shapes :  parallel_read/filenames/mulMulparallel_read/filenames/Castparallel_read/filenames/mul/y"/job:worker/device:CPU:0* T0* _output_shapes :  0parallel_read/filenames/fraction_of_32_full/tagsConst"/job:worker/device:CPU:0*< value3B1B+parallel_read/filenames/fraction_of_32_full* dtype0* _output_shapes :  +parallel_read/filenames/fraction_of_32_full ScalarSummary0parallel_read/filenames/fraction_of_32_full/tagsparallel_read/filenames/mul"/job:worker/device:CPU:0* T0* _output_shapes :  parallel_read/common_queueRandomShuffleQueueV2"/job:worker/device:CPU:0* seed2* seed* container* component_types 2* shared_name* _output_shapes :* capacity* min_after_dequeue* shapes | parallel_read/common_queue_Size QueueSizeV2parallel_read/common_queue"/job:worker/device:CPU:0* _output_shapes :  parallel_read/ToFloatCastparallel_read/common_queue_Size"/job:worker/device:CPU:0* SrcT0* DstT0* _output_shapes : r parallel_read/mul/yConst"/job:worker/device:CPU:0* value B *o:* dtype0* _output_shapes :  parallel_read/mulMulparallel_read/ToFloatparallel_read/mul/y"/job:worker/device:CPU:0* T0* _output_shapes :  (parallel_read/fraction_of_2000_full/tagsConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*4 value+B)B#parallel_read/fraction_of_2000_full  #parallel_read/fraction_of_2000_full ScalarSummary(parallel_read/fraction_of_2000_full/tagsparallel_read/mul"/job:worker/device:CPU:0* T0* _output_shapes :  parallel_read/SSTableReaderV2SSTableReaderV2"/job:worker/device:CPU:0* stop_key* start_key* cancellable(* container* _output_shapes :* shared_name* key_prefix  parallel_read/SSTableReaderV2_1SSTableReaderV2"/job:worker/device:CPU:0* stop_key* cancellable(* start_key* container* _output_shapes :* shared_name* key_prefix  parallel_read/SSTableReaderV2_2SSTableReaderV2"/job:worker/device:CPU:0* shared_name* _output_shapes :* key_prefix* stop_key* cancellable(* start_key* container  parallel_read/SSTableReaderV2_3SSTableReaderV2"/job:worker/device:CPU:0* stop_key* cancellable(* start_key* container* shared_name* _output_shapes :* key_prefix  parallel_read/SSTableReaderV2_4SSTableReaderV2"/job:worker/device:CPU:0* stop_key* start_key* cancellable(* container* shared_name* _output_shapes :* key_prefix  parallel_read/SSTableReaderV2_5SSTableReaderV2"/job:worker/device:CPU:0* stop_key* cancellable(* start_key* container* _output_shapes :* shared_name* key_prefix  parallel_read/SSTableReaderV2_6SSTableReaderV2"/job:worker/device:CPU:0* container* _output_shapes :* shared_name* key_prefix* stop_key* start_key* cancellable(  parallel_read/SSTableReaderV2_7SSTableReaderV2"/job:worker/device:CPU:0* stop_key* cancellable(* start_key* container* shared_name* _output_shapes :* key_prefix  parallel_read/ReaderReadV2 ReaderReadV2parallel_read/SSTableReaderV2parallel_read/filenames"/job:worker/device:CPU:0* _output_shapes ::  "parallel_read/common_queue_enqueueQueueEnqueueV2parallel_read/common_queueparallel_read/ReaderReadV2parallel_read/ReaderReadV2:1"/job:worker/device:CPU:0* timeout_ms * Tcomponents 2  parallel_read/ReaderReadV2_1 ReaderReadV2parallel_read/SSTableReaderV2_1parallel_read/filenames"/job:worker/device:CPU:0* _output_shapes ::  $parallel_read/common_queue_enqueue_1QueueEnqueueV2parallel_read/common_queueparallel_read/ReaderReadV2_1parallel_read/ReaderReadV2_1:1"/job:worker/device:CPU:0* timeout_ms * Tcomponents 2  parallel_read/ReaderReadV2_2 ReaderReadV2parallel_read/SSTableReaderV2_2parallel_read/filenames"/job:worker/device:CPU:0* _output_shapes ::  $parallel_read/common_queue_enqueue_2QueueEnqueueV2parallel_read/common_queueparallel_read/ReaderReadV2_2parallel_read/ReaderReadV2_2:1"/job:worker/device:CPU:0* timeout_ms * Tcomponents 2  parallel_read/ReaderReadV2_3 ReaderReadV2parallel_read/SSTableReaderV2_3parallel_read/filenames"/job:worker/device:CPU:0* _output_shapes ::  $parallel_read/common_queue_enqueue_3QueueEnqueueV2parallel_read/common_queueparallel_read/ReaderReadV2_3parallel_read/ReaderReadV2_3:1"/job:worker/device:CPU:0* timeout_ms * Tcomponents 2  parallel_read/ReaderReadV2_4 ReaderReadV2parallel_read/SSTableReaderV2_4parallel_read/filenames"/job:worker/device:CPU:0* _output_shapes ::  $parallel_read/common_queue_enqueue_4QueueEnqueueV2parallel_read/common_queueparallel_read/ReaderReadV2_4parallel_read/ReaderReadV2_4:1"/job:worker/device:CPU:0* timeout_ms * Tcomponents 2  parallel_read/ReaderReadV2_5 ReaderReadV2parallel_read/SSTableReaderV2_5parallel_read/filenames"/job:worker/device:CPU:0* _output_shapes ::  $parallel_read/common_queue_enqueue_5QueueEnqueueV2parallel_read/common_queueparallel_read/ReaderReadV2_5parallel_read/ReaderReadV2_5:1"/job:worker/device:CPU:0* Tcomponents 2* timeout_ms   parallel_read/ReaderReadV2_6 ReaderReadV2parallel_read/SSTableReaderV2_6parallel_read/filenames"/job:worker/device:CPU:0* _output_shapes ::  $parallel_read/common_queue_enqueue_6QueueEnqueueV2parallel_read/common_queueparallel_read/ReaderReadV2_6parallel_read/ReaderReadV2_6:1"/job:worker/device:CPU:0* Tcomponents 2* timeout_ms   parallel_read/ReaderReadV2_7 ReaderReadV2parallel_read/SSTableReaderV2_7parallel_read/filenames"/job:worker/device:CPU:0* _output_shapes ::  $parallel_read/common_queue_enqueue_7QueueEnqueueV2parallel_read/common_queueparallel_read/ReaderReadV2_7parallel_read/ReaderReadV2_7:1"/job:worker/device:CPU:0* timeout_ms * Tcomponents 2  parallel_read/common_queue_Close QueueCloseV2parallel_read/common_queue"/job:worker/device:CPU:0* cancel_pending_enqueues(  "parallel_read/common_queue_Close_1 QueueCloseV2parallel_read/common_queue"/job:worker/device:CPU:0* cancel_pending_enqueues(  "parallel_read/common_queue_DequeueQueueDequeueV2parallel_read/common_queue"/job:worker/device:CPU:0* component_types 2* _output_shapes ::* timeout_ms  j Reshape/shapeConst"/job:worker/device:CPU:0* valueB* dtype0* _output_shapes :  ReshapeReshape$parallel_read/common_queue_Dequeue:1 Reshape/shape"/job:worker/device:CPU:0* T0* Tshape0* _output_shapes : } !ParseSingleExample/ExpandDims/dimConst"/job:worker/device:CPU:0* _output_shapes :* value B:* dtype0  ParseSingleExample/ExpandDims ExpandDimsReshape!ParseSingleExample/ExpandDims/dim"/job:worker/device:CPU:0* T0* Tdim0* _output_shapes :  1ParseSingleExample/ParseExample/key_image/encodedConst"/job:worker/device:CPU:0* valueBB* dtype0* _output_shapes :  -ParseSingleExample/ParseExample/Reshape/shapeConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* valueB  'ParseSingleExample/ParseExample/ReshapeReshape1ParseSingleExample/ParseExample/key_image/encoded-ParseSingleExample/ParseExample/Reshape/shape"/job:worker/device:CPU:0* _output_shapes :* T0* Tshape0  2ParseSingleExample/ParseExample/key_image/filenameConst"/job:worker/device:CPU:0* valueBB* dtype0* _output_shapes :  /ParseSingleExample/ParseExample/Reshape_1/shapeConst"/job:worker/device:CPU:0* valueB* dtype0* _output_shapes :  )ParseSingleExample/ParseExample/Reshape_1Reshape2ParseSingleExample/ParseExample/key_image/filename/ParseSingleExample/ParseExample/Reshape_1/shape"/job:worker/device:CPU:0* Tshape0* _output_shapes :* T0  0ParseSingleExample/ParseExample/key_image/formatConst"/job:worker/device:CPU:0* value B Bjpeg* dtype0* _output_shapes :  /ParseSingleExample/ParseExample/Reshape_2/shapeConst"/job:worker/device:CPU:0* valueB* dtype0* _output_shapes :  )ParseSingleExample/ParseExample/Reshape_2Reshape0ParseSingleExample/ParseExample/key_image/format/ParseSingleExample/ParseExample/Reshape_2/shape"/job:worker/device:CPU:0* T0* Tshape0* _output_shapes :  0ParseSingleExample/ParseExample/key_image/heightConst"/job:worker/device:CPU:0* value B R* dtype0 * _output_shapes :  /ParseSingleExample/ParseExample/Reshape_3/shapeConst"/job:worker/device:CPU:0* valueB* dtype0* _output_shapes :  )ParseSingleExample/ParseExample/Reshape_3Reshape0ParseSingleExample/ParseExample/key_image/height/ParseSingleExample/ParseExample/Reshape_3/shape"/job:worker/device:CPU:0* T0 * Tshape0* _output_shapes :  4ParseSingleExample/ParseExample/key_image/key/sha256Const"/job:worker/device:CPU:0* valueBB* dtype0* _output_shapes :  /ParseSingleExample/ParseExample/Reshape_4/shapeConst"/job:worker/device:CPU:0* valueB* dtype0* _output_shapes :  )ParseSingleExample/ParseExample/Reshape_4Reshape4ParseSingleExample/ParseExample/key_image/key/sha256/ParseSingleExample/ParseExample/Reshape_4/shape"/job:worker/device:CPU:0* T0* Tshape0* _output_shapes :  3ParseSingleExample/ParseExample/key_image/source_idConst"/job:worker/device:CPU:0* valueBB* dtype0* _output_shapes :  /ParseSingleExample/ParseExample/Reshape_5/shapeConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* valueB  )ParseSingleExample/ParseExample/Reshape_5Reshape3ParseSingleExample/ParseExample/key_image/source_id/ParseSingleExample/ParseExample/Reshape_5/shape"/job:worker/device:CPU:0* Tshape0* _output_shapes :* T0  /ParseSingleExample/ParseExample/key_image/widthConst"/job:worker/device:CPU:0* dtype0 * _output_shapes :* value B R  /ParseSingleExample/ParseExample/Reshape_6/shapeConst"/job:worker/device:CPU:0* valueB* dtype0* _output_shapes :  )ParseSingleExample/ParseExample/Reshape_6Reshape/ParseSingleExample/ParseExample/key_image/width/ParseSingleExample/ParseExample/Reshape_6/shape"/job:worker/device:CPU:0* _output_shapes :* T0 * Tshape0  2ParseSingleExample/ParseExample/ParseExample/namesConst"/job:worker/device:CPU:0* valueB* dtype0* _output_shapes :  :ParseSingleExample/ParseExample/ParseExample/sparse_keys_0Const"/job:worker/device:CPU:0* _output_shapes :*" valueBBimage/object/area* dtype0  :ParseSingleExample/ParseExample/ParseExample/sparse_keys_1Const"/job:worker/device:CPU:0*' valueBBimage/object/bbox/xmax* dtype0* _output_shapes :  :ParseSingleExample/ParseExample/ParseExample/sparse_keys_2Const"/job:worker/device:CPU:0* dtype0* _output_shapes :*' valueBBimage/object/bbox/xmin  :ParseSingleExample/ParseExample/ParseExample/sparse_keys_3Const"/job:worker/device:CPU:0* _output_shapes :*' valueBBimage/object/bbox/ymax* dtype0  :ParseSingleExample/ParseExample/ParseExample/sparse_keys_4Const"/job:worker/device:CPU:0* dtype0* _output_shapes :*' valueBBimage/object/bbox/ymin  :ParseSingleExample/ParseExample/ParseExample/sparse_keys_5Const"/job:worker/device:CPU:0*) value BBimage/object/class/label* dtype0* _output_shapes :  :ParseSingleExample/ParseExample/ParseExample/sparse_keys_6Const"/job:worker/device:CPU:0* dtype0* _output_shapes :*' valueBBimage/object/difficult  :ParseSingleExample/ParseExample/ParseExample/sparse_keys_7Const"/job:worker/device:CPU:0*& valueBBimage/object/is_crowd* dtype0* _output_shapes :  :ParseSingleExample/ParseExample/ParseExample/sparse_keys_8Const"/job:worker/device:CPU:0** value!BBimage/segmentation/object* dtype0* _output_shapes :  :ParseSingleExample/ParseExample/ParseExample/sparse_keys_9Const"/job:worker/device:CPU:0*0 value'B%Bimage/segmentation/object/class* dtype0* _output_shapes :  9ParseSingleExample/ParseExample/ParseExample/dense_keys_0Const"/job:worker/device:CPU:0* _output_shapes :* valueBB image/encoded* dtype0  9ParseSingleExample/ParseExample/ParseExample/dense_keys_1Const"/job:worker/device:CPU:0* valueBBimage/filename* dtype0* _output_shapes :  9ParseSingleExample/ParseExample/ParseExample/dense_keys_2Const"/job:worker/device:CPU:0* valueBB image/format* dtype0* _output_shapes :  9ParseSingleExample/ParseExample/ParseExample/dense_keys_3Const"/job:worker/device:CPU:0* _output_shapes :* valueBB image/height* dtype0  9ParseSingleExample/ParseExample/ParseExample/dense_keys_4Const"/job:worker/device:CPU:0*! valueBBimage/key/sha256* dtype0* _output_shapes :  9ParseSingleExample/ParseExample/ParseExample/dense_keys_5Const"/job:worker/device:CPU:0* valueBBimage/source_id* dtype0* _output_shapes :  9ParseSingleExample/ParseExample/ParseExample/dense_keys_6Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* valueBB image/width  ,ParseSingleExample/ParseExample/ParseExample ParseExampleParseSingleExample/ExpandDims2ParseSingleExample/ParseExample/ParseExample/names:ParseSingleExample/ParseExample/ParseExample/sparse_keys_0:ParseSingleExample/ParseExample/ParseExample/sparse_keys_1:ParseSingleExample/ParseExample/ParseExample/sparse_keys_2:ParseSingleExample/ParseExample/ParseExample/sparse_keys_3:ParseSingleExample/ParseExample/ParseExample/sparse_keys_4:ParseSingleExample/ParseExample/ParseExample/sparse_keys_5:ParseSingleExample/ParseExample/ParseExample/sparse_keys_6:ParseSingleExample/ParseExample/ParseExample/sparse_keys_7:ParseSingleExample/ParseExample/ParseExample/sparse_keys_8:ParseSingleExample/ParseExample/ParseExample/sparse_keys_99ParseSingleExample/ParseExample/ParseExample/dense_keys_09ParseSingleExample/ParseExample/ParseExample/dense_keys_19ParseSingleExample/ParseExample/ParseExample/dense_keys_29ParseSingleExample/ParseExample/ParseExample/dense_keys_39ParseSingleExample/ParseExample/ParseExample/dense_keys_49ParseSingleExample/ParseExample/ParseExample/dense_keys_59ParseSingleExample/ParseExample/ParseExample/dense_keys_6'ParseSingleExample/ParseExample/Reshape)ParseSingleExample/ParseExample/Reshape_1)ParseSingleExample/ParseExample/Reshape_2)ParseSingleExample/ParseExample/Reshape_3)ParseSingleExample/ParseExample/Reshape_4)ParseSingleExample/ParseExample/Reshape_5)ParseSingleExample/ParseExample/Reshape_6"/job:worker/device:CPU:0* _output_shapes : : : : : : : : : : :  :  :  :  :  :  :  :  :  :  :::::::::::::::::* sparse_types 2  * Tdense 2  * dense_shapes :::::::* Nsparse * Ndense  (ParseSingleExample/Squeeze_image/encodedSqueeze/ParseSingleExample/ParseExample/ParseExample:30"/job:worker/device:CPU:0* T0* squeeze_dims * _output_shapes :  )ParseSingleExample/Squeeze_image/filenameSqueeze/ParseSingleExample/ParseExample/ParseExample:31"/job:worker/device:CPU:0* squeeze_dims * _output_shapes :* T0  'ParseSingleExample/Squeeze_image/formatSqueeze/ParseSingleExample/ParseExample/ParseExample:32"/job:worker/device:CPU:0* T0* squeeze_dims * _output_shapes :  'ParseSingleExample/Squeeze_image/heightSqueeze/ParseSingleExample/ParseExample/ParseExample:33"/job:worker/device:CPU:0* T0 * squeeze_dims * _output_shapes :  +ParseSingleExample/Squeeze_image/key/sha256Squeeze/ParseSingleExample/ParseExample/ParseExample:34"/job:worker/device:CPU:0* T0* squeeze_dims * _output_shapes :  *ParseSingleExample/Squeeze_image/source_idSqueeze/ParseSingleExample/ParseExample/ParseExample:35"/job:worker/device:CPU:0* T0* squeeze_dims * _output_shapes :  &ParseSingleExample/Squeeze_image/widthSqueeze/ParseSingleExample/ParseExample/ParseExample:36"/job:worker/device:CPU:0* squeeze_dims * _output_shapes :* T0  8ParseSingleExample/Slice_Indices_image/object/area/beginConst"/job:worker/device:CPU:0* valueB"* dtype0* _output_shapes :  7ParseSingleExample/Slice_Indices_image/object/area/sizeConst"/job:worker/device:CPU:0* valueB"* dtype0* _output_shapes :  2ParseSingleExample/Slice_Indices_image/object/areaSlice,ParseSingleExample/ParseExample/ParseExample8ParseSingleExample/Slice_Indices_image/object/area/begin7ParseSingleExample/Slice_Indices_image/object/area/size"/job:worker/device:CPU:0*' _output_shapes : * Index0* T0  8ParseSingleExample/Squeeze_Shape_image/object/area/beginConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  7ParseSingleExample/Squeeze_Shape_image/object/area/sizeConst"/job:worker/device:CPU:0* valueB: * dtype0* _output_shapes :  2ParseSingleExample/Squeeze_Shape_image/object/areaSlice/ParseSingleExample/ParseExample/ParseExample:208ParseSingleExample/Squeeze_Shape_image/object/area/begin7ParseSingleExample/Squeeze_Shape_image/object/area/size"/job:worker/device:CPU:0* _output_shapes :* Index0* T0  =ParseSingleExample/Slice_Indices_image/object/bbox/xmax/beginConst"/job:worker/device:CPU:0* valueB"* dtype0* _output_shapes :  ParseSingleExample/Slice_Indices_image/object/class/label/sizeConst"/job:worker/device:CPU:0* valueB"* dtype0* _output_shapes :  9ParseSingleExample/Slice_Indices_image/object/class/labelSlice.ParseSingleExample/ParseExample/ParseExample:5?ParseSingleExample/Slice_Indices_image/object/class/label/begin>ParseSingleExample/Slice_Indices_image/object/class/label/size"/job:worker/device:CPU:0* Index0* T0 *' _output_shapes :   ?ParseSingleExample/Squeeze_Shape_image/object/class/label/beginConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  >ParseSingleExample/Squeeze_Shape_image/object/class/label/sizeConst"/job:worker/device:CPU:0* valueB: * dtype0* _output_shapes :  9ParseSingleExample/Squeeze_Shape_image/object/class/labelSlice/ParseSingleExample/ParseExample/ParseExample:25?ParseSingleExample/Squeeze_Shape_image/object/class/label/begin>ParseSingleExample/Squeeze_Shape_image/object/class/label/size"/job:worker/device:CPU:0* _output_shapes :* Index0* T0  =ParseSingleExample/Slice_Indices_image/object/difficult/beginConst"/job:worker/device:CPU:0* valueB"* dtype0* _output_shapes :  case/If_0/decode_image/cond_jpeg/cond_png/DecodePng/Switch_1:1^case/Assert/AssertGuard/Merge"/job:worker/device:CPU:0* channels* dtype0*4 _output_shapes" :    2case/If_0/decode_image/cond_jpeg/cond_png/is_gif/yConst^case/Assert/AssertGuard/Merge3^case/If_0/decode_image/cond_jpeg/cond_png/switch_f"/job:worker/device:CPU:0* _output_shapes :* value B BGIF* dtype0  7case/If_0/decode_image/cond_jpeg/cond_png/is_gif/SwitchSwitch.case/If_0/decode_image/cond_jpeg/is_png/Switch1case/If_0/decode_image/cond_jpeg/cond_png/pred_id"/job:worker/device:CPU:0*0 _class& $"loc:@case/If_0/decode_image/Substr* _output_shapes ::* T0  0case/If_0/decode_image/cond_jpeg/cond_png/is_gifEqual7case/If_0/decode_image/cond_jpeg/cond_png/is_gif/Switch2case/If_0/decode_image/cond_jpeg/cond_png/is_gif/y"/job:worker/device:CPU:0* _output_shapes :* T0  9case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/SwitchSwitch0case/If_0/decode_image/cond_jpeg/cond_png/is_gif0case/If_0/decode_image/cond_jpeg/cond_png/is_gif"/job:worker/device:CPU:0* T0 * _output_shapes ::  ;case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/switch_tIdentity;case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/Switch:1"/job:worker/device:CPU:0* _output_shapes :* T0  ;case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/switch_fIdentity9case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/Switch"/job:worker/device:CPU:0* _output_shapes :* T0  :case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/pred_idIdentity0case/If_0/decode_image/cond_jpeg/cond_png/is_gif"/job:worker/device:CPU:0* _output_shapes :* T0  Gcase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/check_gif_channels/xConst^case/Assert/AssertGuard/Merge<^case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/switch_t"/job:worker/device:CPU:0* value B:* dtype0* _output_shapes :  Gcase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/check_gif_channels/yConst^case/Assert/AssertGuard/Merge<^case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/switch_t"/job:worker/device:CPU:0* _output_shapes :* value B:* dtype0  Ecase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/check_gif_channelsNotEqualGcase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/check_gif_channels/xGcase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/check_gif_channels/y"/job:worker/device:CPU:0* _output_shapes :* T0  Icase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/check_gif_channels_1/xConst^case/Assert/AssertGuard/Merge<^case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/switch_t"/job:worker/device:CPU:0* value B:* dtype0* _output_shapes :  Icase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/check_gif_channels_1/yConst^case/Assert/AssertGuard/Merge<^case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/switch_t"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B:  Gcase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/check_gif_channels_1NotEqualIcase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/check_gif_channels_1/xIcase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/check_gif_channels_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  =case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/LogicalAnd LogicalAndEcase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/check_gif_channelsGcase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/check_gif_channels_1"/job:worker/device:CPU:0* _output_shapes :  ?case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/Assert/ConstConst^case/Assert/AssertGuard/Merge<^case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/switch_t"/job:worker/device:CPU:0*J valueAB?B9Channels must be in (None, 0, 3) when decoding GIF images* dtype0* _output_shapes :  Gcase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/Assert/Assert/data_0Const^case/Assert/AssertGuard/Merge<^case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/switch_t"/job:worker/device:CPU:0* dtype0* _output_shapes :*J valueAB?B9Channels must be in (None, 0, 3) when decoding GIF images  @case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/Assert/AssertAssert=case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/LogicalAndGcase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/Assert/Assert/data_0"/job:worker/device:CPU:0* T 2* summarize  Ccase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/DecodeGif/SwitchSwitch:case/If_0/decode_image/cond_jpeg/cond_png/DecodePng/Switch1case/If_0/decode_image/cond_jpeg/cond_png/pred_id"/job:worker/device:CPU:0* T0* _class loc:@Reshape_1* _output_shapes ::  Ecase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/DecodeGif/Switch_1SwitchCcase/If_0/decode_image/cond_jpeg/cond_png/cond_gif/DecodeGif/Switch:case/If_0/decode_image/cond_jpeg/cond_png/cond_gif/pred_id"/job:worker/device:CPU:0* T0* _class loc:@Reshape_1* _output_shapes ::  case/If_0/decode_image_1/cond_jpeg/cond_png/DecodePng/Switch_1Switch^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/switch_t"/job:worker/device:CPU:0* value B:* dtype0* _output_shapes :  Icase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_gif_channels/yConst^case/Assert/AssertGuard/Merge>^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/switch_t"/job:worker/device:CPU:0* value B:* dtype0* _output_shapes :  Gcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_gif_channelsNotEqualIcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_gif_channels/xIcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_gif_channels/y"/job:worker/device:CPU:0* T0* _output_shapes :  Kcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_gif_channels_1/xConst^case/Assert/AssertGuard/Merge>^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/switch_t"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B:  Kcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_gif_channels_1/yConst^case/Assert/AssertGuard/Merge>^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/switch_t"/job:worker/device:CPU:0* value B:* dtype0* _output_shapes :  Icase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_gif_channels_1NotEqualKcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_gif_channels_1/xKcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_gif_channels_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  ?case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/LogicalAnd LogicalAndGcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_gif_channelsIcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_gif_channels_1"/job:worker/device:CPU:0* _output_shapes :  Acase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Assert/ConstConst^case/Assert/AssertGuard/Merge>^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/switch_t"/job:worker/device:CPU:0* _output_shapes :*J valueAB?B9Channels must be in (None, 0, 3) when decoding GIF images* dtype0  Icase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Assert/Assert/data_0Const^case/Assert/AssertGuard/Merge>^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/switch_t"/job:worker/device:CPU:0* dtype0* _output_shapes :*J valueAB?B9Channels must be in (None, 0, 3) when decoding GIF images  Bcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Assert/AssertAssert?case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/LogicalAndIcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Assert/Assert/data_0"/job:worker/device:CPU:0* T 2* summarize  Ecase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/DecodeGif/SwitchSwitchcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/DecodeGif DecodeGifIcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/DecodeGif/Switch_1:1^case/Assert/AssertGuard/MergeC^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Assert/Assert"/job:worker/device:CPU:0*A _output_shapes/ -:+     ?case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Substr/posConst^case/Assert/AssertGuard/Merge>^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/switch_f"/job:worker/device:CPU:0* value B:* dtype0* _output_shapes :  ?case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Substr/lenConst^case/Assert/AssertGuard/Merge>^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/switch_f"/job:worker/device:CPU:0* _output_shapes :* value B:* dtype0  Bcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Substr/SwitchSwitchEcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/DecodeGif/Switch^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/switch_f"/job:worker/device:CPU:0* dtype0* _output_shapes :* value BBBM  ;case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/is_bmpEqual;case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Substr=case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/is_bmp/y"/job:worker/device:CPU:0* _output_shapes :* T0  Ccase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Assert_1/ConstConst^case/Assert/AssertGuard/Merge>^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/switch_f"/job:worker/device:CPU:0* _output_shapes :*A value8B6B0Unable to decode bytes as JPEG, PNG, GIF, or BMP* dtype0  Kcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Assert_1/Assert/data_0Const^case/Assert/AssertGuard/Merge>^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/switch_f"/job:worker/device:CPU:0*A value8B6B0Unable to decode bytes as JPEG, PNG, GIF, or BMP* dtype0* _output_shapes :  Dcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Assert_1/AssertAssert;case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/is_bmpKcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Assert_1/Assert/data_0"/job:worker/device:CPU:0* T 2* summarize  Ecase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_channels/xConst^case/Assert/AssertGuard/Merge>^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/switch_f"/job:worker/device:CPU:0* value B:* dtype0* _output_shapes :  Ecase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_channels/yConst^case/Assert/AssertGuard/Merge>^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/switch_f"/job:worker/device:CPU:0* value B:* dtype0* _output_shapes :  Ccase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_channelsNotEqualEcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_channels/xEcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_channels/y"/job:worker/device:CPU:0* T0* _output_shapes :  Ccase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Assert_2/ConstConst^case/Assert/AssertGuard/Merge>^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/switch_f"/job:worker/device:CPU:0*J valueAB?B9Channels must be in (None, 0, 3) when decoding BMP images* dtype0* _output_shapes :  Kcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Assert_2/Assert/data_0Const^case/Assert/AssertGuard/Merge>^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/switch_f"/job:worker/device:CPU:0* dtype0* _output_shapes :*J valueAB?B9Channels must be in (None, 0, 3) when decoding BMP images  Dcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Assert_2/AssertAssertCcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/check_channelsKcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Assert_2/Assert/data_0"/job:worker/device:CPU:0* T 2* summarize  >case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/DecodeBmp DecodeBmpBcase/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Substr/Switch^case/Assert/AssertGuard/MergeE^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Assert_1/AssertE^case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Assert_2/Assert"/job:worker/device:CPU:0*= _output_shapes+ ):'   * channels  :case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/MergeMerge>case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/DecodeBmp>case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/DecodeGif"/job:worker/device:CPU:0* _output_shapes ::* N* T0  1case/If_0/decode_image_1/cond_jpeg/cond_png/MergeMerge:case/If_0/decode_image_1/cond_jpeg/cond_png/cond_gif/Merge5case/If_0/decode_image_1/cond_jpeg/cond_png/DecodePng"/job:worker/device:CPU:0* _output_shapes ::* N* T0  (case/If_0/decode_image_1/cond_jpeg/MergeMerge1case/If_0/decode_image_1/cond_jpeg/cond_png/Merge-case/If_0/decode_image_1/cond_jpeg/DecodeJpeg"/job:worker/device:CPU:0* N* T0* _output_shapes ::  case/If_0/ConstConst^case/Assert/AssertGuard/Merge^case/If_0/switch_f"/job:worker/device:CPU:0* value B:* dtype0* _output_shapes :  case/If_0/MergeMergecase/If_0/Const&case/If_0/decode_image/cond_jpeg/Merge"/job:worker/device:CPU:0* _output_shapes ::* N* T0  case/If_1/SwitchSwitchcase/case_0/LogicalAndcase/case_0/LogicalAnd^case/Assert/AssertGuard/Merge"/job:worker/device:CPU:0* _output_shapes ::* T0 m case/If_1/switch_tIdentitycase/If_1/Switch:1"/job:worker/device:CPU:0* T0 * _output_shapes : k case/If_1/switch_fIdentitycase/If_1/Switch"/job:worker/device:CPU:0* _output_shapes :* T0  case/If_1/pred_idIdentitycase/case_0/LogicalAnd^case/Assert/AssertGuard/Merge"/job:worker/device:CPU:0* T0 * _output_shapes :  case/If_1/DecodeRaw/SwitchSwitch Reshape_1case/If_1/pred_id"/job:worker/device:CPU:0* _class loc:@Reshape_1* _output_shapes ::* T0  case/If_1/DecodeRaw DecodeRawcase/If_1/DecodeRaw/Switch:1^case/Assert/AssertGuard/Merge"/job:worker/device:CPU:0*# _output_shapes :  * out_type0* little_endian(  case/If_1/Switch_1Switchcase/If_0/Mergecase/If_1/pred_id"/job:worker/device:CPU:0* _output_shapes ::* T0*" _class loc:@case/If_0/Merge  case/If_1/MergeMergecase/If_1/Switch_1case/If_1/DecodeRaw"/job:worker/device:CPU:0* N* T0*6 _output_shapes$ ":  : y SparseToDense_5/default_valueConst"/job:worker/device:CPU:0* value B R* dtype0 * _output_shapes :  SparseToDense_5 SparseToDense:ParseSingleExample/Slice_Indices_image/segmentation/object:ParseSingleExample/Squeeze_Shape_image/segmentation/object/ParseSingleExample/ParseExample/ParseExample:18SparseToDense_5/default_value"/job:worker/device:CPU:0* T0 * Tindices0 *# _output_shapes :  * validate_indices( l stack/0Const"/job:worker/device:CPU:0* valueB R * dtype0 * _output_shapes :  stackPackstack/0 Reshape_4 Reshape_7"/job:worker/device:CPU:0* axis* _output_shapes :* N* T0 a CastCaststack"/job:worker/device:CPU:0* SrcT0 * DstT0* _output_shapes :  Reshape_8ReshapeSparseToDense_5Cast"/job:worker/device:CPU:0* T0 * Tshape0*= _output_shapes+ ):'     Cast_1Cast Reshape_8"/job:worker/device:CPU:0* DstT0 *= _output_shapes+ ):'   * SrcT0 v Cast_2CastSparseToDense_4"/job:worker/device:CPU:0* SrcT0 * DstT0 *# _output_shapes :   l ExpandDims_4/dimConst"/job:worker/device:CPU:0* _output_shapes :* value B:* dtype0  ExpandDims_4 ExpandDimscase/If_1/MergeExpandDims_4/dim"/job:worker/device:CPU:0* Tdim0*8 _output_shapes& $:"  * T0  ToFloatCast ExpandDims_4"/job:worker/device:CPU:0* SrcT0* DstT0*8 _output_shapes& $:"    SqueezeSqueezeToFloat"/job:worker/device:CPU:0*4 _output_shapes" :  * T0* squeeze_dims   )RandomHorizontalFlip/random_uniform/shapeConst"/job:worker/device:CPU:0* valueB* dtype0* _output_shapes :  'RandomHorizontalFlip/random_uniform/minConst"/job:worker/device:CPU:0* value B ** dtype0* _output_shapes :  'RandomHorizontalFlip/random_uniform/maxConst"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  1RandomHorizontalFlip/random_uniform/RandomUniform RandomUniform)RandomHorizontalFlip/random_uniform/shape"/job:worker/device:CPU:0* dtype0* _output_shapes :* seed2* seed* T0  'RandomHorizontalFlip/random_uniform/subSub'RandomHorizontalFlip/random_uniform/max'RandomHorizontalFlip/random_uniform/min"/job:worker/device:CPU:0* T0* _output_shapes :  'RandomHorizontalFlip/random_uniform/mulMul1RandomHorizontalFlip/random_uniform/RandomUniform'RandomHorizontalFlip/random_uniform/sub"/job:worker/device:CPU:0* _output_shapes :* T0  #RandomHorizontalFlip/random_uniformAdd'RandomHorizontalFlip/random_uniform/mul'RandomHorizontalFlip/random_uniform/min"/job:worker/device:CPU:0* T0* _output_shapes : w RandomHorizontalFlip/SizeSize transpose"/job:worker/device:CPU:0* T0* out_type0* _output_shapes : z RandomHorizontalFlip/Greater/yConst"/job:worker/device:CPU:0* value B:* dtype0* _output_shapes :  RandomHorizontalFlip/GreaterGreaterRandomHorizontalFlip/SizeRandomHorizontalFlip/Greater/y"/job:worker/device:CPU:0* T0* _output_shapes :  RandomHorizontalFlip/Greater_1/yConst"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  RandomHorizontalFlip/Greater_1Greater#RandomHorizontalFlip/random_uniform RandomHorizontalFlip/Greater_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  RandomHorizontalFlip/LogicalAnd LogicalAndRandomHorizontalFlip/GreaterRandomHorizontalFlip/Greater_1"/job:worker/device:CPU:0* _output_shapes :  RandomHorizontalFlip/cond/SwitchSwitchRandomHorizontalFlip/LogicalAndRandomHorizontalFlip/LogicalAnd"/job:worker/device:CPU:0* _output_shapes ::* T0  "RandomHorizontalFlip/cond/switch_tIdentity"RandomHorizontalFlip/cond/Switch:1"/job:worker/device:CPU:0* T0 * _output_shapes :  "RandomHorizontalFlip/cond/switch_fIdentity RandomHorizontalFlip/cond/Switch"/job:worker/device:CPU:0* T0 * _output_shapes :  !RandomHorizontalFlip/cond/pred_idIdentityRandomHorizontalFlip/LogicalAnd"/job:worker/device:CPU:0* _output_shapes :* T0  &RandomHorizontalFlip/cond/Shape/SwitchSwitchSqueeze!RandomHorizontalFlip/cond/pred_id"/job:worker/device:CPU:0* _class  loc:@Squeeze*T _output_shapesB @:  :  * T0  RandomHorizontalFlip/cond/ShapeShape(RandomHorizontalFlip/cond/Shape/Switch:1"/job:worker/device:CPU:0* T0* out_type0* _output_shapes :  /RandomHorizontalFlip/cond/assert_positive/ConstConst#^RandomHorizontalFlip/cond/switch_t"/job:worker/device:CPU:0* value B:* dtype0* _output_shapes :  :RandomHorizontalFlip/cond/assert_positive/assert_less/LessLess/RandomHorizontalFlip/cond/assert_positive/ConstRandomHorizontalFlip/cond/Shape"/job:worker/device:CPU:0* _output_shapes :* T0  ;RandomHorizontalFlip/cond/assert_positive/assert_less/ConstConst#^RandomHorizontalFlip/cond/switch_t"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  9RandomHorizontalFlip/cond/assert_positive/assert_less/AllAll:RandomHorizontalFlip/cond/assert_positive/assert_less/Less;RandomHorizontalFlip/cond/assert_positive/assert_less/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :  BRandomHorizontalFlip/cond/assert_positive/assert_less/Assert/ConstConst#^RandomHorizontalFlip/cond/switch_t"/job:worker/device:CPU:0*7 value.B,B&all dims of 'image.shape' must be > 0.* dtype0* _output_shapes :  JRandomHorizontalFlip/cond/assert_positive/assert_less/Assert/Assert/data_0Const#^RandomHorizontalFlip/cond/switch_t"/job:worker/device:CPU:0*7 value.B,B&all dims of 'image.shape' must be > 0.* dtype0* _output_shapes :  CRandomHorizontalFlip/cond/assert_positive/assert_less/Assert/AssertAssert9RandomHorizontalFlip/cond/assert_positive/assert_less/AllJRandomHorizontalFlip/cond/assert_positive/assert_less/Assert/Assert/data_0"/job:worker/device:CPU:0* T 2* summarize  ,RandomHorizontalFlip/cond/control_dependencyIdentity(RandomHorizontalFlip/cond/Shape/Switch:1D^RandomHorizontalFlip/cond/assert_positive/assert_less/Assert/Assert"/job:worker/device:CPU:0*4 _output_shapes" :  * T0* _class  loc:@Squeeze  (RandomHorizontalFlip/cond/ReverseV2/axisConst#^RandomHorizontalFlip/cond/switch_t"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  #RandomHorizontalFlip/cond/ReverseV2 ReverseV2,RandomHorizontalFlip/cond/control_dependency(RandomHorizontalFlip/cond/ReverseV2/axis"/job:worker/device:CPU:0* Tidx0*4 _output_shapes" :  * T0  "RandomHorizontalFlip/cond/Switch_1SwitchSqueeze!RandomHorizontalFlip/cond/pred_id"/job:worker/device:CPU:0* T0* _class  loc:@Squeeze*T _output_shapesB @:  :    RandomHorizontalFlip/cond/MergeMerge"RandomHorizontalFlip/cond/Switch_1#RandomHorizontalFlip/cond/ReverseV2"/job:worker/device:CPU:0*6 _output_shapes$ ":  :* N* T0  "RandomHorizontalFlip/cond_1/SwitchSwitchRandomHorizontalFlip/LogicalAndRandomHorizontalFlip/LogicalAnd"/job:worker/device:CPU:0* _output_shapes ::* T0  $RandomHorizontalFlip/cond_1/switch_tIdentity$RandomHorizontalFlip/cond_1/Switch:1"/job:worker/device:CPU:0* _output_shapes :* T0  $RandomHorizontalFlip/cond_1/switch_fIdentity"RandomHorizontalFlip/cond_1/Switch"/job:worker/device:CPU:0* _output_shapes :* T0  #RandomHorizontalFlip/cond_1/pred_idIdentityRandomHorizontalFlip/LogicalAnd"/job:worker/device:CPU:0* _output_shapes :* T0  !RandomHorizontalFlip/cond_1/ConstConst%^RandomHorizontalFlip/cond_1/switch_t"/job:worker/device:CPU:0* _output_shapes :* value B:* dtype0  +RandomHorizontalFlip/cond_1/split/split_dimConst%^RandomHorizontalFlip/cond_1/switch_t"/job:worker/device:CPU:0* value B:* dtype0* _output_shapes :  (RandomHorizontalFlip/cond_1/split/SwitchSwitch transpose#RandomHorizontalFlip/cond_1/pred_id"/job:worker/device:CPU:0* _class loc:@transpose*: _output_shapes( &: : * T0  !RandomHorizontalFlip/cond_1/splitSplit+RandomHorizontalFlip/cond_1/split/split_dim*RandomHorizontalFlip/cond_1/split/Switch:1"/job:worker/device:CPU:0*` _output_shapesN L: : : : * T0* num_split  !RandomHorizontalFlip/cond_1/Sub/xConst%^RandomHorizontalFlip/cond_1/switch_t"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  RandomHorizontalFlip/cond_1/SubSub!RandomHorizontalFlip/cond_1/Sub/x#RandomHorizontalFlip/cond_1/split:3"/job:worker/device:CPU:0*' _output_shapes : * T0  #RandomHorizontalFlip/cond_1/Sub_1/xConst%^RandomHorizontalFlip/cond_1/switch_t"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  !RandomHorizontalFlip/cond_1/Sub_1Sub#RandomHorizontalFlip/cond_1/Sub_1/x#RandomHorizontalFlip/cond_1/split:1"/job:worker/device:CPU:0*' _output_shapes : * T0  'RandomHorizontalFlip/cond_1/concat/axisConst%^RandomHorizontalFlip/cond_1/switch_t"/job:worker/device:CPU:0* value B:* dtype0* _output_shapes :  "RandomHorizontalFlip/cond_1/concatConcatV2!RandomHorizontalFlip/cond_1/splitRandomHorizontalFlip/cond_1/Sub#RandomHorizontalFlip/cond_1/split:2!RandomHorizontalFlip/cond_1/Sub_1'RandomHorizontalFlip/cond_1/concat/axis"/job:worker/device:CPU:0* Tidx0*' _output_shapes : * N* T0  $RandomHorizontalFlip/cond_1/Switch_1Switch transpose#RandomHorizontalFlip/cond_1/pred_id"/job:worker/device:CPU:0*: _output_shapes( &: : * T0* _class loc:@transpose  !RandomHorizontalFlip/cond_1/MergeMerge$RandomHorizontalFlip/cond_1/Switch_1"RandomHorizontalFlip/cond_1/concat"/job:worker/device:CPU:0* N* T0*) _output_shapes : : l ExpandDims_5/dimConst"/job:worker/device:CPU:0* _output_shapes :* value B:* dtype0  ExpandDims_5 ExpandDimsRandomHorizontalFlip/cond/MergeExpandDims_5/dim"/job:worker/device:CPU:0* Tdim0*8 _output_shapes& $:"  * T0 b ShapeConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* valueB n Shape_1Shape SparseToDense"/job:worker/device:CPU:0* _output_shapes :* T0 * out_type0 m Shape_2Shape ExpandDims_5"/job:worker/device:CPU:0* _output_shapes :* T0* out_type0 p Shape_3ShapeSparseToDense_1"/job:worker/device:CPU:0* _output_shapes :* T0* out_type0 d Shape_4Const"/job:worker/device:CPU:0* valueB* dtype0* _output_shapes : g Shape_5ShapeCast_2"/job:worker/device:CPU:0* out_type0* _output_shapes :* T0 d Shape_6Const"/job:worker/device:CPU:0* valueB* dtype0* _output_shapes : p Shape_7ShapeSparseToDense_3"/job:worker/device:CPU:0* T0 * out_type0* _output_shapes :  Shape_8Shape!RandomHorizontalFlip/cond_1/Merge"/job:worker/device:CPU:0* T0* out_type0* _output_shapes : p Shape_9ShapeSparseToDense_2"/job:worker/device:CPU:0* _output_shapes :* T0 * out_type0 h Shape_10ShapeCast_1"/job:worker/device:CPU:0* out_type0* _output_shapes :* T0 g batch/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B Z* dtype0  batch/padding_fifo_queuePaddingFIFOQueueV2"/job:worker/device:CPU:0* _output_shapes :*- component_types 2 * shared_name* capacity* shapes ::  : :  :  :  :'   :  :"  :::::::::::::* container  batch/padding_fifo_queue_enqueueQueueEnqueueV2batch/padding_fifo_queue Reshape_2SparseToDense_1!RandomHorizontalFlip/cond_1/MergeSparseToDense_2SparseToDense_3 SparseToDenseCast_1Cast_2 ExpandDims_5 Reshape_5 Reshape_6ShapeShape_3Shape_8Shape_9Shape_7Shape_1Shape_10Shape_5Shape_2Shape_6Shape_4"/job:worker/device:CPU:0* timeout_ms *) Tcomponents 2   batch/padding_fifo_queue_Close QueueCloseV2batch/padding_fifo_queue"/job:worker/device:CPU:0* cancel_pending_enqueues(  batch/padding_fifo_queue_Close_1 QueueCloseV2batch/padding_fifo_queue"/job:worker/device:CPU:0* cancel_pending_enqueues( x batch/padding_fifo_queue_Size QueueSizeV2batch/padding_fifo_queue"/job:worker/device:CPU:0* _output_shapes : { batch/CastCastbatch/padding_fifo_queue_Size"/job:worker/device:CPU:0* SrcT0* DstT0* _output_shapes : j batch/mul/yConst"/job:worker/device:CPU:0* _output_shapes :* value B *t:* dtype0 d batch/mulMul batch/Cast batch/mul/y"/job:worker/device:CPU:0* T0* _output_shapes :  batch/fraction_of_600_full/tagsConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*+ value"B Bbatch/fraction_of_600_full  batch/fraction_of_600_full ScalarSummarybatch/fraction_of_600_full/tags batch/mul"/job:worker/device:CPU:0* T0* _output_shapes : c batch/nConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B:  batchQueueDequeueManyV2batch/padding_fifo_queuebatch/n"/job:worker/device:CPU:0* timeout_ms *- component_types 2 * _output_shapes :: : : : : :+   : :&  :::::::::::::  prefetch_queuePaddingFIFOQueueV2"/job:worker/device:CPU:0* container* _output_shapes :*- component_types 2    * shared_name* capacity * shapes :::: ::::: : :::+   :: :: :::: :&    prefetch_queue_enqueueQueueEnqueueV2prefetch_queuebatchbatch:15batch:9batch:3batch:14batch:19batch:12batch:17batch:4batch:7batch:13batch:21batch:6batch:11batch:5batch:16batch:1batch:10batch:18batch:20batch:2batch:8"/job:worker/device:CPU:0* timeout_ms *) Tcomponents 2     m prefetch_queue_Close QueueCloseV2prefetch_queue"/job:worker/device:CPU:0* cancel_pending_enqueues( o prefetch_queue_Close_1 QueueCloseV2prefetch_queue"/job:worker/device:CPU:0* cancel_pending_enqueues( d prefetch_queue_Size QueueSizeV2prefetch_queue"/job:worker/device:CPU:0* _output_shapes : p ToFloat_1Castprefetch_queue_Size"/job:worker/device:CPU:0* DstT0* _output_shapes :* SrcT0 d mul/yConst"/job:worker/device:CPU:0* value B *=* dtype0* _output_shapes : W mulMul ToFloat_1mul/y"/job:worker/device:CPU:0* T0* _output_shapes :  -queue/prefetch_queue/fraction_of_10_full/tagsConst"/job:worker/device:CPU:0*9 value0B.B(queue/prefetch_queue/fraction_of_10_full* dtype0* _output_shapes :  (queue/prefetch_queue/fraction_of_10_full ScalarSummary-queue/prefetch_queue/fraction_of_10_full/tagsmul"/job:worker/device:CPU:0* _output_shapes :* T0 p ConstConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* valueB"CC r Const_1Const"/job:worker/device:GPU:0* valueB"AA* dtype0* _output_shapes : r Const_2Const"/job:worker/device:GPU:0* _output_shapes :* valueB"* dtype0  Const_3Const"/job:worker/device:GPU:0* valueB["?* dtype0* _output_shapes :[ n Const_4Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* valueB*  prefetch_queue_DequeueQueueDequeueV2prefetch_queue"/job:worker/device:GPU:0* timeout_ms *- component_types 2    * _output_shapes :::: ::::: : :::+   :: :: :::: :&   { unstackUnpackprefetch_queue_Dequeue"/job:worker/device:GPU:0* T0* num* axis* _output_shapes :  unstack_1Unpackprefetch_queue_Dequeue:5"/job:worker/device:GPU:0* T0* num* axis* _output_shapes :  unstack_2Unpackprefetch_queue_Dequeue:2"/job:worker/device:GPU:0* axis* _output_shapes :* T0* num  unstack_3Unpackprefetch_queue_Dequeue:3"/job:worker/device:GPU:0* num* axis*# _output_shapes :  * T0  unstack_4Unpackprefetch_queue_Dequeue:4"/job:worker/device:GPU:0* T0* num* axis* _output_shapes :  unstack_5Unpackprefetch_queue_Dequeue:1"/job:worker/device:GPU:0* T0* num* axis* _output_shapes :  unstack_6Unpackprefetch_queue_Dequeue:6"/job:worker/device:GPU:0* num* axis* _output_shapes :* T0  unstack_7Unpackprefetch_queue_Dequeue:7"/job:worker/device:GPU:0* T0* num* axis* _output_shapes :  unstack_8Unpackprefetch_queue_Dequeue:8"/job:worker/device:GPU:0* T0 * num* axis*# _output_shapes :    unstack_9Unpackprefetch_queue_Dequeue:9"/job:worker/device:GPU:0* num* axis*# _output_shapes :  * T0  unstack_10Unpackprefetch_queue_Dequeue:10"/job:worker/device:GPU:0* T0* num* axis* _output_shapes :  unstack_11Unpackprefetch_queue_Dequeue:11"/job:worker/device:GPU:0* num* axis* _output_shapes :* T0  unstack_12Unpackprefetch_queue_Dequeue:12"/job:worker/device:GPU:0* T0 * num* axis*= _output_shapes+ ):'     unstack_13Unpackprefetch_queue_Dequeue:13"/job:worker/device:GPU:0* axis* _output_shapes :* T0* num  unstack_14Unpackprefetch_queue_Dequeue:14"/job:worker/device:GPU:0* axis*# _output_shapes :  * T0 * num  unstack_15Unpackprefetch_queue_Dequeue:15"/job:worker/device:GPU:0* num* axis* _output_shapes :* T0  unstack_16Unpackprefetch_queue_Dequeue:16"/job:worker/device:GPU:0* axis*# _output_shapes :  * T0* num  unstack_17Unpackprefetch_queue_Dequeue:17"/job:worker/device:GPU:0* T0* num* axis* _output_shapes :  unstack_18Unpackprefetch_queue_Dequeue:18"/job:worker/device:GPU:0* T0* num* axis* _output_shapes :  unstack_19Unpackprefetch_queue_Dequeue:19"/job:worker/device:GPU:0* num* axis* _output_shapes :* T0  unstack_20Unpackprefetch_queue_Dequeue:20"/job:worker/device:GPU:0* T0* num* axis*' _output_shapes :   unstack_21Unpackprefetch_queue_Dequeue:21"/job:worker/device:GPU:0* T0* num* axis*8 _output_shapes& $:"   g zeros_likeConst"/job:worker/device:GPU:0* valueB* dtype0* _output_shapes : w SliceSliceunstack zeros_like unstack_13"/job:worker/device:GPU:0* T0* _output_shapes :* Index0 p zeros_like_1Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  Slice_1Slice unstack_14 zeros_like_1 unstack_15"/job:worker/device:GPU:0* T0 *# _output_shapes :  * Index0 p zeros_like_2Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  Slice_2Slice unstack_8 zeros_like_2 unstack_5"/job:worker/device:GPU:0* T0 *# _output_shapes :  * Index0 p zeros_like_3Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  Slice_3Slice unstack_16 zeros_like_3 unstack_6"/job:worker/device:GPU:0*# _output_shapes :  * Index0* T0 i 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cond/one_hot"/job:worker/device:GPU:0*' _output_shapes : Z* SrcT0* DstT0  cond/Pad/paddingsConst^cond/switch_t"/job:worker/device:GPU:0*) value B"* dtype0* _output_shapes :  cond/PadPad cond/Cast_1cond/Pad/paddings"/job:worker/device:GPU:0* Tpaddings0*' _output_shapes : Z* T0  cond/zerosConst^cond/switch_f"/job:worker/device:GPU:0* _output_shapes :Z* value B Z* dtype0  cond/MergeMerge cond/zeroscond/Pad"/job:worker/device:GPU:0* N* T0*2 _output_shapes :  : z Reshape_9/shapeConst"/job:worker/device:GPU:0* valueB"Z* dtype0* _output_shapes :  Reshape_9Reshape cond/MergeReshape_9/shape"/job:worker/device:GPU:0*' _output_shapes : Z* T0* Tshape0 w Preprocessor/map/ShapeShapeSlice_7"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  $Preprocessor/map/strided_slice/stackConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  &Preprocessor/map/strided_slice/stack_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  &Preprocessor/map/strided_slice/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  Preprocessor/map/strided_slice StridedSlicePreprocessor/map/Shape$Preprocessor/map/strided_slice/stack&Preprocessor/map/strided_slice/stack_1&Preprocessor/map/strided_slice/stack_2"/job:worker/device:GPU:0* Index0* new_axis_mask* T0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask  Preprocessor/map/TensorArray TensorArrayV3Preprocessor/map/strided_slice* tensor_array_name* dynamic_size(* _output_shapes ::* element_shape:* dtype0* clear_after_read(  )Preprocessor/map/TensorArrayUnstack/ShapeShapeSlice_7"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  7Preprocessor/map/TensorArrayUnstack/strided_slice/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  9Preprocessor/map/TensorArrayUnstack/strided_slice/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  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_output_shapes :    KPreprocessor/map/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3TensorArrayScatterV3Preprocessor/map/TensorArray)Preprocessor/map/TensorArrayUnstack/rangeSlice_7Preprocessor/map/TensorArray:1"/job:worker/device:GPU:0* _class  loc:@Slice_7* _output_shapes :* T0 r Preprocessor/map/ConstConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  Preprocessor/map/TensorArray_1 TensorArrayV3Preprocessor/map/strided_slice* dtype0* clear_after_read(* tensor_array_name* dynamic_size(* _output_shapes ::* element_shape:  Preprocessor/map/while/EnterEnterPreprocessor/map/Const"/job:worker/device:GPU:0*> frame_name0.Preprocessor/map/while/Preprocessor/map/while/* is_constant(* _output_shapes :* parallel_iterations* T0  Preprocessor/map/while/Enter_1Enter Preprocessor/map/TensorArray_1:1"/job:worker/device:GPU:0* parallel_iterations* T0*> frame_name0.Preprocessor/map/while/Preprocessor/map/while/* is_constant(* _output_shapes :  Preprocessor/map/while/MergeMergePreprocessor/map/while/Enter$Preprocessor/map/while/NextIteration"/job:worker/device:GPU:0* N* T0* _output_shapes ::  Preprocessor/map/while/Merge_1MergePreprocessor/map/while/Enter_1&Preprocessor/map/while/NextIteration_1"/job:worker/device:GPU:0* _output_shapes ::* N* T0  !Preprocessor/map/while/Less/EnterEnterPreprocessor/map/strided_slice"/job:worker/device:GPU:0* T0*> frame_name0.Preprocessor/map/while/Preprocessor/map/while/* is_constant(* _output_shapes :* parallel_iterations  Preprocessor/map/while/LessLessPreprocessor/map/while/Merge!Preprocessor/map/while/Less/Enter"/job:worker/device:GPU:0* T0* _output_shapes : z Preprocessor/map/while/LoopCondLoopCondPreprocessor/map/while/Less"/job:worker/device:GPU:0* _output_shapes :  Preprocessor/map/while/SwitchSwitchPreprocessor/map/while/MergePreprocessor/map/while/LoopCond"/job:worker/device:GPU:0* _output_shapes ::* T0*/ _class% #!loc:@Preprocessor/map/while/Merge  Preprocessor/map/while/Switch_1SwitchPreprocessor/map/while/Merge_1Preprocessor/map/while/LoopCond"/job:worker/device:GPU:0* _output_shapes ::* T0*1 _class' %#loc:@Preprocessor/map/while/Merge_1  Preprocessor/map/while/IdentityIdentityPreprocessor/map/while/Switch:1"/job:worker/device:GPU:0* _output_shapes :* T0  !Preprocessor/map/while/Identity_1Identity!Preprocessor/map/while/Switch_1:1"/job:worker/device:GPU:0* T0* _output_shapes :  .Preprocessor/map/while/TensorArrayReadV3/EnterEnterPreprocessor/map/TensorArray"/job:worker/device:GPU:0* parallel_iterations* T0*> frame_name0.Preprocessor/map/while/Preprocessor/map/while/* is_constant(* _output_shapes :  0Preprocessor/map/while/TensorArrayReadV3/Enter_1EnterKPreprocessor/map/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3"/job:worker/device:GPU:0*> frame_name0.Preprocessor/map/while/Preprocessor/map/while/* is_constant(* _output_shapes :* parallel_iterations* T0  (Preprocessor/map/while/TensorArrayReadV3TensorArrayReadV3.Preprocessor/map/while/TensorArrayReadV3/EnterPreprocessor/map/while/Identity0Preprocessor/map/while/TensorArrayReadV3/Enter_1"/job:worker/device:GPU:0* dtype0*4 _output_shapes" :    *Preprocessor/map/while/ResizeToRange/ShapeShape(Preprocessor/map/while/TensorArrayReadV3"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  8Preprocessor/map/while/ResizeToRange/strided_slice/stackConst ^Preprocessor/map/while/Identity"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  :Preprocessor/map/while/ResizeToRange/strided_slice/stack_1Const ^Preprocessor/map/while/Identity"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  :Preprocessor/map/while/ResizeToRange/strided_slice/stack_2Const ^Preprocessor/map/while/Identity"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  2Preprocessor/map/while/ResizeToRange/strided_slice StridedSlice*Preprocessor/map/while/ResizeToRange/Shape8Preprocessor/map/while/ResizeToRange/strided_slice/stack:Preprocessor/map/while/ResizeToRange/strided_slice/stack_1:Preprocessor/map/while/ResizeToRange/strided_slice/stack_2"/job:worker/device:GPU:0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0  ,Preprocessor/map/while/ResizeToRange/ToFloatCast2Preprocessor/map/while/ResizeToRange/strided_slice"/job:worker/device:GPU:0* SrcT0* DstT0* _output_shapes :  :Preprocessor/map/while/ResizeToRange/strided_slice_1/stackConst ^Preprocessor/map/while/Identity"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  frame_name0.Preprocessor/map/while/Preprocessor/map/while/* _output_shapes :* is_constant(* parallel_iterations  :Preprocessor/map/while/TensorArrayWrite/TensorArrayWriteV3TensorArrayWriteV3@Preprocessor/map/while/TensorArrayWrite/TensorArrayWriteV3/EnterPreprocessor/map/while/Identity,Preprocessor/map/while/ResizeToRange/Squeeze!Preprocessor/map/while/Identity_1"/job:worker/device:GPU:0* T0*? _class5 31loc:@Preprocessor/map/while/ResizeToRange/Squeeze* _output_shapes :  Preprocessor/map/while/add/yConst ^Preprocessor/map/while/Identity"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  Preprocessor/map/while/addAddPreprocessor/map/while/IdentityPreprocessor/map/while/add/y"/job:worker/device:GPU:0* _output_shapes :* T0  $Preprocessor/map/while/NextIteration NextIterationPreprocessor/map/while/add"/job:worker/device:GPU:0* T0* _output_shapes :  &Preprocessor/map/while/NextIteration_1 NextIteration:Preprocessor/map/while/TensorArrayWrite/TensorArrayWriteV3"/job:worker/device:GPU:0* T0* _output_shapes : } Preprocessor/map/while/ExitExitPreprocessor/map/while/Switch"/job:worker/device:GPU:0* T0* _output_shapes :  Preprocessor/map/while/Exit_1ExitPreprocessor/map/while/Switch_1"/job:worker/device:GPU:0* _output_shapes :* T0  3Preprocessor/map/TensorArrayStack/TensorArraySizeV3TensorArraySizeV3Preprocessor/map/TensorArray_1Preprocessor/map/while/Exit_1*1 _class' %#loc:@Preprocessor/map/TensorArray_1* _output_shapes :  -Preprocessor/map/TensorArrayStack/range/startConst* value B:*1 _class' %#loc:@Preprocessor/map/TensorArray_1* dtype0* _output_shapes :  -Preprocessor/map/TensorArrayStack/range/deltaConst* value B:*1 _class' %#loc:@Preprocessor/map/TensorArray_1* dtype0* _output_shapes :  'Preprocessor/map/TensorArrayStack/rangeRange-Preprocessor/map/TensorArrayStack/range/start3Preprocessor/map/TensorArrayStack/TensorArraySizeV3-Preprocessor/map/TensorArrayStack/range/delta* Tidx0*# _output_shapes :  *1 _class' %#loc:@Preprocessor/map/TensorArray_1  5Preprocessor/map/TensorArrayStack/TensorArrayGatherV3TensorArrayGatherV3Preprocessor/map/TensorArray_1'Preprocessor/map/TensorArrayStack/rangePreprocessor/map/while/Exit_1* dtype0*8 _output_shapes& $:"  *1 element_shape :  *1 _class' %#loc:@Preprocessor/map/TensorArray_1  Preprocessor/sub/yConst"/job:worker/device:GPU:0*) value B " )\BَBB* dtype0*" _output_shapes :   Preprocessor/subSub5Preprocessor/map/TensorArrayStack/TensorArrayGatherV3Preprocessor/sub/y"/job:worker/device:GPU:0* T0*8 _output_shapes& $:"   o concat_1/concat_dimConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  concat_1IdentityPreprocessor/sub"/job:worker/device:GPU:0*8 _output_shapes& $:"  * T0 j Shape_11Shapeconcat_1"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  FirstStageFeatureExtractor/ShapeShapeconcat_1"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  .FirstStageFeatureExtractor/strided_slice/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  0FirstStageFeatureExtractor/strided_slice/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  0FirstStageFeatureExtractor/strided_slice/stack_2Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  (FirstStageFeatureExtractor/strided_slice StridedSlice FirstStageFeatureExtractor/Shape.FirstStageFeatureExtractor/strided_slice/stack0FirstStageFeatureExtractor/strided_slice/stack_10FirstStageFeatureExtractor/strided_slice/stack_2"/job:worker/device:GPU:0* ellipsis_mask* end_mask* Index0* new_axis_mask* T0* begin_mask* _output_shapes :* shrink_axis_mask  )FirstStageFeatureExtractor/GreaterEqual/yConst"/job:worker/device:GPU:0* _output_shapes :* value B:!* dtype0  'FirstStageFeatureExtractor/GreaterEqual GreaterEqual(FirstStageFeatureExtractor/strided_slice)FirstStageFeatureExtractor/GreaterEqual/y"/job:worker/device:GPU:0* _output_shapes :* T0  "FirstStageFeatureExtractor/Shape_1Shapeconcat_1"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  0FirstStageFeatureExtractor/strided_slice_1/stackConst"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  2FirstStageFeatureExtractor/strided_slice_1/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  2FirstStageFeatureExtractor/strided_slice_1/stack_2Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  *FirstStageFeatureExtractor/strided_slice_1 StridedSlice"FirstStageFeatureExtractor/Shape_10FirstStageFeatureExtractor/strided_slice_1/stack2FirstStageFeatureExtractor/strided_slice_1/stack_12FirstStageFeatureExtractor/strided_slice_1/stack_2"/job:worker/device:GPU:0* ellipsis_mask* end_mask* Index0* new_axis_mask* T0* _output_shapes :* begin_mask* shrink_axis_mask  +FirstStageFeatureExtractor/GreaterEqual_1/yConst"/job:worker/device:GPU:0* value B:!* dtype0* _output_shapes :  )FirstStageFeatureExtractor/GreaterEqual_1 GreaterEqual*FirstStageFeatureExtractor/strided_slice_1+FirstStageFeatureExtractor/GreaterEqual_1/y"/job:worker/device:GPU:0* T0* _output_shapes :  %FirstStageFeatureExtractor/LogicalAnd LogicalAnd'FirstStageFeatureExtractor/GreaterEqual)FirstStageFeatureExtractor/GreaterEqual_1"/job:worker/device:GPU:0* _output_shapes :  'FirstStageFeatureExtractor/Assert/ConstConst"/job:worker/device:GPU:0*I value@B>B8image size must at least be 33 in both height and width.* dtype0* _output_shapes :  /FirstStageFeatureExtractor/Assert/Assert/data_0Const"/job:worker/device:GPU:0*I value@B>B8image size must at least be 33 in both height and width.* dtype0* _output_shapes :  (FirstStageFeatureExtractor/Assert/AssertAssert%FirstStageFeatureExtractor/LogicalAnd/FirstStageFeatureExtractor/Assert/Assert/data_0"/job:worker/device:GPU:0* T 2* summarize  CFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/Pad/paddingsConst)^FirstStageFeatureExtractor/Assert/Assert"/job:worker/device:GPU:0* _output_shapes 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StridedSliceFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/convolution/required_space_to_batch_paddings/add_2FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/convolution/required_space_to_batch_paddings/strided_slice_3/stackFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/convolution/required_space_to_batch_paddings/strided_slice_3/stack_1FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/convolution/required_space_to_batch_paddings/strided_slice_3/stack_2"/job:worker/device:GPU:0* new_axis_mask* T0* begin_mask* _output_shapes :* shrink_axis_mask* ellipsis_mask* end_mask* Index0  FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/convolution/required_space_to_batch_paddings/strided_slice_4/stackConst)^FirstStageFeatureExtractor/Assert/Assert"/job:worker/device:GPU:0* value B :* dtype0* 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'GridAnchorGenerator/strided_slice/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  )GridAnchorGenerator/strided_slice/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  )GridAnchorGenerator/strided_slice/stack_2Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  !GridAnchorGenerator/strided_slice StridedSliceConst'GridAnchorGenerator/strided_slice/stack)GridAnchorGenerator/strided_slice/stack_1)GridAnchorGenerator/strided_slice/stack_2"/job:worker/device:GPU:0* Index0* new_axis_mask* T0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask  GridAnchorGenerator/mulMulGridAnchorGenerator/div!GridAnchorGenerator/strided_slice"/job:worker/device:GPU:0* _output_shapes : * T0  GridAnchorGenerator/mul_1MulGridAnchorGenerator/ReshapeGridAnchorGenerator/Sqrt"/job:worker/device:GPU:0* _output_shapes : * T0  )GridAnchorGenerator/strided_slice_1/stackConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  +GridAnchorGenerator/strided_slice_1/stack_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  +GridAnchorGenerator/strided_slice_1/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  #GridAnchorGenerator/strided_slice_1 StridedSliceConst)GridAnchorGenerator/strided_slice_1/stack+GridAnchorGenerator/strided_slice_1/stack_1+GridAnchorGenerator/strided_slice_1/stack_2"/job:worker/device:GPU:0* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0* begin_mask* _output_shapes :  GridAnchorGenerator/mul_2MulGridAnchorGenerator/mul_1#GridAnchorGenerator/strided_slice_1"/job:worker/device:GPU:0* _output_shapes : * T0 { GridAnchorGenerator/range/startConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes : { GridAnchorGenerator/range/deltaConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  GridAnchorGenerator/rangeRangeGridAnchorGenerator/range/start strided_sliceGridAnchorGenerator/range/delta"/job:worker/device:GPU:0* Tidx0*# _output_shapes :    GridAnchorGenerator/ToFloatCastGridAnchorGenerator/range"/job:worker/device:GPU:0*# _output_shapes :  * SrcT0* DstT0  )GridAnchorGenerator/strided_slice_2/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  +GridAnchorGenerator/strided_slice_2/stack_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  +GridAnchorGenerator/strided_slice_2/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  #GridAnchorGenerator/strided_slice_2 StridedSliceConst_1)GridAnchorGenerator/strided_slice_2/stack+GridAnchorGenerator/strided_slice_2/stack_1+GridAnchorGenerator/strided_slice_2/stack_2"/job:worker/device:GPU:0* new_axis_mask* T0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0  GridAnchorGenerator/mul_3MulGridAnchorGenerator/ToFloat#GridAnchorGenerator/strided_slice_2"/job:worker/device:GPU:0*# _output_shapes :  * T0  )GridAnchorGenerator/strided_slice_3/stackConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  +GridAnchorGenerator/strided_slice_3/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  +GridAnchorGenerator/strided_slice_3/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  #GridAnchorGenerator/strided_slice_3 StridedSliceConst_2)GridAnchorGenerator/strided_slice_3/stack+GridAnchorGenerator/strided_slice_3/stack_1+GridAnchorGenerator/strided_slice_3/stack_2"/job:worker/device:GPU:0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0  GridAnchorGenerator/addAddGridAnchorGenerator/mul_3#GridAnchorGenerator/strided_slice_3"/job:worker/device:GPU:0*# _output_shapes :  * T0 } !GridAnchorGenerator/range_1/startConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0 } !GridAnchorGenerator/range_1/deltaConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  GridAnchorGenerator/range_1Range!GridAnchorGenerator/range_1/startstrided_slice_1!GridAnchorGenerator/range_1/delta"/job:worker/device:GPU:0* Tidx0*# _output_shapes :    GridAnchorGenerator/ToFloat_1CastGridAnchorGenerator/range_1"/job:worker/device:GPU:0* DstT0*# _output_shapes :  * SrcT0  )GridAnchorGenerator/strided_slice_4/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  +GridAnchorGenerator/strided_slice_4/stack_1Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  +GridAnchorGenerator/strided_slice_4/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  #GridAnchorGenerator/strided_slice_4 StridedSliceConst_1)GridAnchorGenerator/strided_slice_4/stack+GridAnchorGenerator/strided_slice_4/stack_1+GridAnchorGenerator/strided_slice_4/stack_2"/job:worker/device:GPU:0* Index0* new_axis_mask* T0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask  GridAnchorGenerator/mul_4MulGridAnchorGenerator/ToFloat_1#GridAnchorGenerator/strided_slice_4"/job:worker/device:GPU:0*# _output_shapes :  * T0  )GridAnchorGenerator/strided_slice_5/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  +GridAnchorGenerator/strided_slice_5/stack_1Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  +GridAnchorGenerator/strided_slice_5/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  #GridAnchorGenerator/strided_slice_5 StridedSliceConst_2)GridAnchorGenerator/strided_slice_5/stack+GridAnchorGenerator/strided_slice_5/stack_1+GridAnchorGenerator/strided_slice_5/stack_2"/job:worker/device:GPU:0* Index0* new_axis_mask* T0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask  GridAnchorGenerator/add_1AddGridAnchorGenerator/mul_4#GridAnchorGenerator/strided_slice_5"/job:worker/device:GPU:0*# _output_shapes :  * T0  $GridAnchorGenerator/Meshgrid_1/ShapeShapeGridAnchorGenerator/add_1"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  #GridAnchorGenerator/Meshgrid_1/RankConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  =GridAnchorGenerator/Meshgrid_1/ExpandedShape/ExpandDims/inputConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  ;GridAnchorGenerator/Meshgrid_1/ExpandedShape/ExpandDims/dimConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  7GridAnchorGenerator/Meshgrid_1/ExpandedShape/ExpandDims ExpandDims=GridAnchorGenerator/Meshgrid_1/ExpandedShape/ExpandDims/input;GridAnchorGenerator/Meshgrid_1/ExpandedShape/ExpandDims/dim"/job:worker/device:GPU:0* T0* Tdim0* _output_shapes :  8GridAnchorGenerator/Meshgrid_1/ExpandedShape/Slice/beginConst"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  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9GridAnchorGenerator/Meshgrid_1/ExpandedShape/Slice_1/sizeConst"/job:worker/device:GPU:0* valueB: * dtype0* _output_shapes :  4GridAnchorGenerator/Meshgrid_1/ExpandedShape/Slice_1Slice$GridAnchorGenerator/Meshgrid_1/Shape7GridAnchorGenerator/Meshgrid_1/ExpandedShape/ExpandDims9GridAnchorGenerator/Meshgrid_1/ExpandedShape/Slice_1/size"/job:worker/device:GPU:0* T0*# _output_shapes :  * Index0  8GridAnchorGenerator/Meshgrid_1/ExpandedShape/concat/axisConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  3GridAnchorGenerator/Meshgrid_1/ExpandedShape/concatConcatV22GridAnchorGenerator/Meshgrid_1/ExpandedShape/Slice1GridAnchorGenerator/Meshgrid_1/ExpandedShape/ones4GridAnchorGenerator/Meshgrid_1/ExpandedShape/Slice_18GridAnchorGenerator/Meshgrid_1/ExpandedShape/concat/axis"/job:worker/device:GPU:0* Tidx0*# _output_shapes :  * N* T0  &GridAnchorGenerator/Meshgrid_1/Shape_1ShapeGridAnchorGenerator/add"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  %GridAnchorGenerator/Meshgrid_1/Rank_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  %GridAnchorGenerator/Meshgrid_1/Rank_2Const"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  =GridAnchorGenerator/Meshgrid_1/ExpandedShape_1/ExpandDims/dimConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  9GridAnchorGenerator/Meshgrid_1/ExpandedShape_1/ExpandDims ExpandDims%GridAnchorGenerator/Meshgrid_1/Rank_1=GridAnchorGenerator/Meshgrid_1/ExpandedShape_1/ExpandDims/dim"/job:worker/device:GPU:0* _output_shapes :* T0* Tdim0  :GridAnchorGenerator/Meshgrid_1/ExpandedShape_1/Slice/beginConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  4GridAnchorGenerator/Meshgrid_1/ExpandedShape_1/SliceSlice&GridAnchorGenerator/Meshgrid_1/Shape_1:GridAnchorGenerator/Meshgrid_1/ExpandedShape_1/Slice/begin9GridAnchorGenerator/Meshgrid_1/ExpandedShape_1/ExpandDims"/job:worker/device:GPU:0*# _output_shapes :  * Index0* T0  FirstStageBoxPredictor/ClassPredictor/biases/Initializer/zerosConst* _output_shapes :* valueB**? _class5 31loc:@FirstStageBoxPredictor/ClassPredictor/biases* dtype0  ,FirstStageBoxPredictor/ClassPredictor/biases VariableV2"/job:ps/task:8/device:CPU:0* dtype0* container* shape:*? _class5 31loc:@FirstStageBoxPredictor/ClassPredictor/biases* shared_name* _output_shapes :  3FirstStageBoxPredictor/ClassPredictor/biases/AssignAssign,FirstStageBoxPredictor/ClassPredictor/biases>FirstStageBoxPredictor/ClassPredictor/biases/Initializer/zeros"/job:ps/task:8/device:CPU:0* validate_shape(*? _class5 31loc:@FirstStageBoxPredictor/ClassPredictor/biases* use_locking(* _output_shapes :* T0  1FirstStageBoxPredictor/ClassPredictor/biases/readIdentity,FirstStageBoxPredictor/ClassPredictor/biases"/job:ps/task:8/device:CPU:0*? _class5 31loc:@FirstStageBoxPredictor/ClassPredictor/biases* _output_shapes :* T0  7FirstStageBoxPredictor/ClassPredictor/convolution/ShapeConst"/job:worker/device:GPU:0*% valueB"* dtype0* _output_shapes :  ?FirstStageBoxPredictor/ClassPredictor/convolution/dilation_rateConst"/job:worker/device:GPU:0* _output_shapes :* valueB"* dtype0  1FirstStageBoxPredictor/ClassPredictor/convolutionConv2D Conv/Relu62FirstStageBoxPredictor/ClassPredictor/weights/read"/job:worker/device:GPU:0*8 _output_shapes& $:"  * use_cudnn_on_gpu(* paddingSAME* T0* strides * data_formatNHWC  -FirstStageBoxPredictor/ClassPredictor/BiasAddBiasAdd1FirstStageBoxPredictor/ClassPredictor/convolution1FirstStageBoxPredictor/ClassPredictor/biases/read"/job:worker/device:GPU:0*8 _output_shapes& $:"  * T0* data_formatNHWC  $FirstStageBoxPredictor/Reshape/shapeConst"/job:worker/device:GPU:0*% valueB"* dtype0* _output_shapes :  FirstStageBoxPredictor/ReshapeReshape3FirstStageBoxPredictor/BoxEncodingPredictor/BiasAdd$FirstStageBoxPredictor/Reshape/shape"/job:worker/device:GPU:0* Tshape0*/ _output_shapes : * T0  &FirstStageBoxPredictor/Reshape_1/shapeConst"/job:worker/device:GPU:0*! valueB" * dtype0* 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_output_shapes : { strided_slice_3/stack_2Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  strided_slice_3 StridedSliceShape_11strided_slice_3/stackstrided_slice_3/stack_1strided_slice_3/stack_2"/job:worker/device:GPU:0* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0* _output_shapes :* begin_mask e stack_1/0Const"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes : e stack_1/1Const"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  stack_1Pack stack_1/0 stack_1/1strided_slice_2strided_slice_3"/job:worker/device:GPU:0* axis* _output_shapes :* N* T0 h ToFloat_2Caststack_1"/job:worker/device:GPU:0* _output_shapes :* SrcT0* DstT0 t PruneOutsideWindow/ConstConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0 ~ "PruneOutsideWindow/split/split_dimConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  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map/TensorArrayUnstack/rangeRange"map/TensorArrayUnstack/range/start$map/TensorArrayUnstack/strided_slice"map/TensorArrayUnstack/range/delta"/job:worker/device:GPU:0* Tidx0*# _output_shapes :    >map/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3TensorArrayScatterV3map/TensorArraymap/TensorArrayUnstack/range Squeeze_1map/TensorArray:1"/job:worker/device:GPU:0* _class loc:@Squeeze_1* _output_shapes :* T0 e map/ConstConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  map/TensorArray_1 TensorArrayV3map/strided_slice* dynamic_size(* _output_shapes ::* element_shape:* dtype0* clear_after_read(* tensor_array_name  map/while/EnterEnter map/Const"/job:worker/device:GPU:0*$ frame_namemap/while/map/while/* is_constant(* _output_shapes :* parallel_iterations* T0  map/while/Enter_1Entermap/TensorArray_1:1"/job:worker/device:GPU:0* is_constant(* _output_shapes :* parallel_iterations* T0*$ frame_namemap/while/map/while/  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map/while/Identity_1Identitymap/while/Switch_1:1"/job:worker/device:GPU:0* _output_shapes :* T0  !map/while/TensorArrayReadV3/EnterEntermap/TensorArray"/job:worker/device:GPU:0* is_constant(* _output_shapes :* parallel_iterations* T0*$ frame_namemap/while/map/while/  #map/while/TensorArrayReadV3/Enter_1Enter>map/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3"/job:worker/device:GPU:0* is_constant(* _output_shapes :* parallel_iterations* T0*$ frame_namemap/while/map/while/  map/while/TensorArrayReadV3TensorArrayReadV3!map/while/TensorArrayReadV3/Entermap/while/Identity#map/while/TensorArrayReadV3/Enter_1"/job:worker/device:GPU:0* dtype0*' _output_shapes :   map/while/Gather/EnterEnterPruneOutsideWindow/Reshape"/job:worker/device:GPU:0* parallel_iterations* T0 *$ frame_namemap/while/map/while/* is_constant(*# _output_shapes :    map/while/GatherGathermap/while/TensorArrayReadV3map/while/Gather/Enter"/job:worker/device:GPU:0* Tparams0* Tindices0 *' _output_shapes : * validate_indices(  3map/while/TensorArrayWrite/TensorArrayWriteV3/EnterEntermap/TensorArray_1"/job:worker/device:GPU:0* T0*# _class loc:@map/while/Gather*$ frame_namemap/while/map/while/* _output_shapes :* is_constant(* parallel_iterations  -map/while/TensorArrayWrite/TensorArrayWriteV3TensorArrayWriteV33map/while/TensorArrayWrite/TensorArrayWriteV3/Entermap/while/Identitymap/while/Gathermap/while/Identity_1"/job:worker/device:GPU:0*# _class loc:@map/while/Gather* _output_shapes :* T0  map/while/add/yConst^map/while/Identity"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B: t map/while/addAddmap/while/Identitymap/while/add/y"/job:worker/device:GPU:0* _output_shapes :* T0 r map/while/NextIteration NextIteration map/while/add"/job:worker/device:GPU:0* _output_shapes :* T0  map/while/NextIteration_1 NextIteration-map/while/TensorArrayWrite/TensorArrayWriteV3"/job:worker/device:GPU:0* _output_shapes :* T0 c map/while/ExitExitmap/while/Switch"/job:worker/device:GPU:0* _output_shapes :* T0 g map/while/Exit_1Exitmap/while/Switch_1"/job:worker/device:GPU:0* _output_shapes :* T0  &map/TensorArrayStack/TensorArraySizeV3TensorArraySizeV3map/TensorArray_1map/while/Exit_1* _output_shapes :*$ _class loc:@map/TensorArray_1  map/TensorArrayStack/range/startConst* value B:*$ _class loc:@map/TensorArray_1* dtype0* _output_shapes :  map/TensorArrayStack/range/deltaConst* _output_shapes :* value B:*$ _class loc:@map/TensorArray_1* dtype0  map/TensorArrayStack/rangeRange map/TensorArrayStack/range/start&map/TensorArrayStack/TensorArraySizeV3 map/TensorArrayStack/range/delta*$ _class loc:@map/TensorArray_1* Tidx0*# _output_shapes :    (map/TensorArrayStack/TensorArrayGatherV3TensorArrayGatherV3map/TensorArray_1map/TensorArrayStack/rangemap/while/Exit_1*+ _output_shapes : *$ element_shape: *$ _class loc:@map/TensorArray_1* dtype0  map_1/ShapeShape FirstStageBoxPredictor/Reshape_1"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0 } map_1/strided_slice/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  map_1/strided_slice/stack_1Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  map_1/strided_slice/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  map_1/strided_slice StridedSlice map_1/Shapemap_1/strided_slice/stackmap_1/strided_slice/stack_1map_1/strided_slice/stack_2"/job:worker/device:GPU:0* new_axis_mask* T0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0  map_1/TensorArray TensorArrayV3map_1/strided_slice* _output_shapes ::* element_shape:* dtype0* clear_after_read(* tensor_array_name* dynamic_size(  map_1/TensorArrayUnstack/ShapeShape FirstStageBoxPredictor/Reshape_1"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  ,map_1/TensorArrayUnstack/strided_slice/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  .map_1/TensorArrayUnstack/strided_slice/stack_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  .map_1/TensorArrayUnstack/strided_slice/stack_2Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  &map_1/TensorArrayUnstack/strided_slice StridedSlicemap_1/TensorArrayUnstack/Shape,map_1/TensorArrayUnstack/strided_slice/stack.map_1/TensorArrayUnstack/strided_slice/stack_1.map_1/TensorArrayUnstack/strided_slice/stack_2"/job:worker/device:GPU:0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0  $map_1/TensorArrayUnstack/range/startConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  $map_1/TensorArrayUnstack/range/deltaConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  map_1/TensorArrayUnstack/rangeRange$map_1/TensorArrayUnstack/range/start&map_1/TensorArrayUnstack/strided_slice$map_1/TensorArrayUnstack/range/delta"/job:worker/device:GPU:0* Tidx0*# _output_shapes :    @map_1/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3TensorArrayScatterV3map_1/TensorArraymap_1/TensorArrayUnstack/range FirstStageBoxPredictor/Reshape_1map_1/TensorArray:1"/job:worker/device:GPU:0*3 _class) '%loc:@FirstStageBoxPredictor/Reshape_1* _output_shapes :* T0 g map_1/ConstConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  map_1/TensorArray_1 TensorArrayV3map_1/strided_slice* tensor_array_name* dynamic_size(* _output_shapes ::* element_shape:* dtype0* clear_after_read(  map_1/while/EnterEnter map_1/Const"/job:worker/device:GPU:0* parallel_iterations* T0*( frame_namemap_1/while/map_1/while/* is_constant(* _output_shapes :  map_1/while/Enter_1Entermap_1/TensorArray_1:1"/job:worker/device:GPU:0*( frame_namemap_1/while/map_1/while/* is_constant(* _output_shapes :* parallel_iterations* T0  map_1/while/MergeMergemap_1/while/Entermap_1/while/NextIteration"/job:worker/device:GPU:0* N* T0* _output_shapes ::  map_1/while/Merge_1Mergemap_1/while/Enter_1map_1/while/NextIteration_1"/job:worker/device:GPU:0* N* T0* _output_shapes ::  map_1/while/Less/EnterEntermap_1/strided_slice"/job:worker/device:GPU:0* is_constant(* _output_shapes :* parallel_iterations* T0*( frame_namemap_1/while/map_1/while/ ~ map_1/while/LessLessmap_1/while/Mergemap_1/while/Less/Enter"/job:worker/device:GPU:0* _output_shapes :* T0 d map_1/while/LoopCondLoopCondmap_1/while/Less"/job:worker/device:GPU:0* _output_shapes :  map_1/while/SwitchSwitchmap_1/while/Mergemap_1/while/LoopCond"/job:worker/device:GPU:0*$ _class loc:@map_1/while/Merge* _output_shapes ::* T0  map_1/while/Switch_1Switchmap_1/while/Merge_1map_1/while/LoopCond"/job:worker/device:GPU:0*& _class loc:@map_1/while/Merge_1* _output_shapes ::* T0 q map_1/while/IdentityIdentitymap_1/while/Switch:1"/job:worker/device:GPU:0* _output_shapes :* T0 u map_1/while/Identity_1Identitymap_1/while/Switch_1:1"/job:worker/device:GPU:0* _output_shapes :* T0  #map_1/while/TensorArrayReadV3/EnterEntermap_1/TensorArray"/job:worker/device:GPU:0* parallel_iterations* T0*( frame_namemap_1/while/map_1/while/* is_constant(* _output_shapes :  %map_1/while/TensorArrayReadV3/Enter_1Enter@map_1/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3"/job:worker/device:GPU:0*( frame_namemap_1/while/map_1/while/* is_constant(* _output_shapes :* parallel_iterations* T0  map_1/while/TensorArrayReadV3TensorArrayReadV3#map_1/while/TensorArrayReadV3/Entermap_1/while/Identity%map_1/while/TensorArrayReadV3/Enter_1"/job:worker/device:GPU:0* dtype0*' _output_shapes :   map_1/while/Gather/EnterEnterPruneOutsideWindow/Reshape"/job:worker/device:GPU:0*( frame_namemap_1/while/map_1/while/* is_constant(*# _output_shapes :  * parallel_iterations* T0  map_1/while/GatherGathermap_1/while/TensorArrayReadV3map_1/while/Gather/Enter"/job:worker/device:GPU:0* Tindices0 *' _output_shapes : * validate_indices(* Tparams0  5map_1/while/TensorArrayWrite/TensorArrayWriteV3/EnterEntermap_1/TensorArray_1"/job:worker/device:GPU:0* parallel_iterations* T0*% _class loc:@map_1/while/Gather*( frame_namemap_1/while/map_1/while/* _output_shapes :* is_constant(  /map_1/while/TensorArrayWrite/TensorArrayWriteV3TensorArrayWriteV35map_1/while/TensorArrayWrite/TensorArrayWriteV3/Entermap_1/while/Identitymap_1/while/Gathermap_1/while/Identity_1"/job:worker/device:GPU:0* T0*% _class loc:@map_1/while/Gather* _output_shapes :  map_1/while/add/yConst^map_1/while/Identity"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0 z map_1/while/addAddmap_1/while/Identitymap_1/while/add/y"/job:worker/device:GPU:0* T0* _output_shapes : v map_1/while/NextIteration NextIterationmap_1/while/add"/job:worker/device:GPU:0* T0* _output_shapes :  map_1/while/NextIteration_1 NextIteration/map_1/while/TensorArrayWrite/TensorArrayWriteV3"/job:worker/device:GPU:0* T0* _output_shapes : g map_1/while/ExitExitmap_1/while/Switch"/job:worker/device:GPU:0* _output_shapes :* T0 k map_1/while/Exit_1Exitmap_1/while/Switch_1"/job:worker/device:GPU:0* T0* _output_shapes :  (map_1/TensorArrayStack/TensorArraySizeV3TensorArraySizeV3map_1/TensorArray_1map_1/while/Exit_1* _output_shapes :*& _class loc:@map_1/TensorArray_1  "map_1/TensorArrayStack/range/startConst*& _class loc:@map_1/TensorArray_1* dtype0* _output_shapes :* value B:  "map_1/TensorArrayStack/range/deltaConst* value B:*& _class loc:@map_1/TensorArray_1* dtype0* _output_shapes :  map_1/TensorArrayStack/rangeRange"map_1/TensorArrayStack/range/start(map_1/TensorArrayStack/TensorArraySizeV3"map_1/TensorArrayStack/range/delta*& _class loc:@map_1/TensorArray_1* Tidx0*# _output_shapes :    *map_1/TensorArrayStack/TensorArrayGatherV3TensorArrayGatherV3map_1/TensorArray_1map_1/TensorArrayStack/rangemap_1/while/Exit_1*$ element_shape: *& _class loc:@map_1/TensorArray_1* dtype0*+ _output_shapes :  y strided_slice_4/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes : { strided_slice_4/stack_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B : { strided_slice_4/stack_2Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  strided_slice_4 StridedSliceShape_11strided_slice_4/stackstrided_slice_4/stack_1strided_slice_4/stack_2"/job:worker/device:GPU:0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0 y strided_slice_5/stackConst"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0 { strided_slice_5/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes : { strided_slice_5/stack_2Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  strided_slice_5 StridedSliceShape_11strided_slice_5/stackstrided_slice_5/stack_1strided_slice_5/stack_2"/job:worker/device:GPU:0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0 e stack_2/0Const"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0 e stack_2/1Const"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  stack_2Pack stack_2/0 stack_2/1strided_slice_4strided_slice_5"/job:worker/device:GPU:0* axis* _output_shapes :* N* T0 h ToFloat_3Caststack_2"/job:worker/device:GPU:0* SrcT0* DstT0* _output_shapes : y strided_slice_6/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes : { strided_slice_6/stack_1Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0 { strided_slice_6/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  strided_slice_6 StridedSliceShape_11strided_slice_6/stackstrided_slice_6/stack_1strided_slice_6/stack_2"/job:worker/device:GPU:0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0 y strided_slice_7/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes : { strided_slice_7/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes : { strided_slice_7/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  strided_slice_7 StridedSliceShape_11strided_slice_7/stackstrided_slice_7/stack_1strided_slice_7/stack_2"/job:worker/device:GPU:0* Index0* new_axis_mask* T0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask } ToAbsoluteCoordinates/CastCaststrided_slice_6"/job:worker/device:GPU:0* SrcT0* DstT0* _output_shapes :  ToAbsoluteCoordinates/Cast_1Caststrided_slice_7"/job:worker/device:GPU:0* SrcT0* DstT0* _output_shapes :  ToAbsoluteCoordinates/ConstConst"/job:worker/device:GPU:0* _output_shapes :* valueB"* dtype0  ToAbsoluteCoordinates/MaxMaxSlice_8ToAbsoluteCoordinates/Const"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  $ToAbsoluteCoordinates/GreaterEqual/xConst"/job:worker/device:GPU:0* _output_shapes :* value B *G?* dtype0  "ToAbsoluteCoordinates/GreaterEqual GreaterEqual$ToAbsoluteCoordinates/GreaterEqual/xToAbsoluteCoordinates/Max"/job:worker/device:GPU:0* T0* _output_shapes :  "ToAbsoluteCoordinates/Assert/ConstConst"/job:worker/device:GPU:0*C value:B8B2maximum box coordinate value is larger than 1.01: * dtype0* _output_shapes :  /ToAbsoluteCoordinates/Assert/AssertGuard/SwitchSwitch"ToAbsoluteCoordinates/GreaterEqual"ToAbsoluteCoordinates/GreaterEqual"/job:worker/device:GPU:0* T0 * _output_shapes ::  1ToAbsoluteCoordinates/Assert/AssertGuard/switch_tIdentity1ToAbsoluteCoordinates/Assert/AssertGuard/Switch:1"/job:worker/device:GPU:0* _output_shapes :* T0  1ToAbsoluteCoordinates/Assert/AssertGuard/switch_fIdentity/ToAbsoluteCoordinates/Assert/AssertGuard/Switch"/job:worker/device:GPU:0* _output_shapes :* T0  0ToAbsoluteCoordinates/Assert/AssertGuard/pred_idIdentity"ToAbsoluteCoordinates/GreaterEqual"/job:worker/device:GPU:0* _output_shapes :* T0  -ToAbsoluteCoordinates/Assert/AssertGuard/NoOpNoOp2^ToAbsoluteCoordinates/Assert/AssertGuard/switch_t"/job:worker/device:GPU:0  ;ToAbsoluteCoordinates/Assert/AssertGuard/control_dependencyIdentity1ToAbsoluteCoordinates/Assert/AssertGuard/switch_t.^ToAbsoluteCoordinates/Assert/AssertGuard/NoOp"/job:worker/device:GPU:0* _output_shapes :* T0 *D _class: 86loc:@ToAbsoluteCoordinates/Assert/AssertGuard/switch_t  6ToAbsoluteCoordinates/Assert/AssertGuard/Assert/data_0Const2^ToAbsoluteCoordinates/Assert/AssertGuard/switch_f"/job:worker/device:GPU:0* _output_shapes :*C value:B8B2maximum box coordinate value is larger than 1.01: * dtype0  6ToAbsoluteCoordinates/Assert/AssertGuard/Assert/SwitchSwitch"ToAbsoluteCoordinates/GreaterEqual0ToAbsoluteCoordinates/Assert/AssertGuard/pred_id"/job:worker/device:GPU:0* T0 *5 _class+ )'loc:@ToAbsoluteCoordinates/GreaterEqual* _output_shapes ::  8ToAbsoluteCoordinates/Assert/AssertGuard/Assert/Switch_1SwitchToAbsoluteCoordinates/Max0ToAbsoluteCoordinates/Assert/AssertGuard/pred_id"/job:worker/device:GPU:0* T0*, _class" loc:@ToAbsoluteCoordinates/Max* _output_shapes ::  /ToAbsoluteCoordinates/Assert/AssertGuard/AssertAssert6ToAbsoluteCoordinates/Assert/AssertGuard/Assert/Switch6ToAbsoluteCoordinates/Assert/AssertGuard/Assert/data_08ToAbsoluteCoordinates/Assert/AssertGuard/Assert/Switch_1"/job:worker/device:GPU:0* T 2* summarize  =ToAbsoluteCoordinates/Assert/AssertGuard/control_dependency_1Identity1ToAbsoluteCoordinates/Assert/AssertGuard/switch_f0^ToAbsoluteCoordinates/Assert/AssertGuard/Assert"/job:worker/device:GPU:0* T0 *D _class: 86loc:@ToAbsoluteCoordinates/Assert/AssertGuard/switch_f* _output_shapes :  .ToAbsoluteCoordinates/Assert/AssertGuard/MergeMerge=ToAbsoluteCoordinates/Assert/AssertGuard/control_dependency_1;ToAbsoluteCoordinates/Assert/AssertGuard/control_dependency"/job:worker/device:GPU:0* _output_shapes ::* N* T0  ToAbsoluteCoordinates/IdentityIdentityToAbsoluteCoordinates/Cast_1/^ToAbsoluteCoordinates/Assert/AssertGuard/Merge"/job:worker/device:GPU:0* T0* _output_shapes : } !ToAbsoluteCoordinates/Scale/ConstConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  +ToAbsoluteCoordinates/Scale/split/split_dimConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  !ToAbsoluteCoordinates/Scale/splitSplit+ToAbsoluteCoordinates/Scale/split/split_dimSlice_8"/job:worker/device:GPU:0* T0* num_split*` _output_shapesN L: : : :   ToAbsoluteCoordinates/Scale/mulMulToAbsoluteCoordinates/Cast!ToAbsoluteCoordinates/Scale/split"/job:worker/device:GPU:0*' _output_shapes : * T0  !ToAbsoluteCoordinates/Scale/mul_1MulToAbsoluteCoordinates/Cast#ToAbsoluteCoordinates/Scale/split:2"/job:worker/device:GPU:0*' _output_shapes : * T0  !ToAbsoluteCoordinates/Scale/mul_2MulToAbsoluteCoordinates/Identity#ToAbsoluteCoordinates/Scale/split:1"/job:worker/device:GPU:0*' _output_shapes : * T0  !ToAbsoluteCoordinates/Scale/mul_3MulToAbsoluteCoordinates/Identity#ToAbsoluteCoordinates/Scale/split:3"/job:worker/device:GPU:0*' _output_shapes : * T0  'ToAbsoluteCoordinates/Scale/concat/axisConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  "ToAbsoluteCoordinates/Scale/concatConcatV2ToAbsoluteCoordinates/Scale/mul!ToAbsoluteCoordinates/Scale/mul_2!ToAbsoluteCoordinates/Scale/mul_1!ToAbsoluteCoordinates/Scale/mul_3'ToAbsoluteCoordinates/Scale/concat/axis"/job:worker/device:GPU:0* Tidx0*' _output_shapes : * N* T0  Pad/paddingsConst"/job:worker/device:GPU:0*) value B"* dtype0* _output_shapes :  PadPad Reshape_9 Pad/paddings"/job:worker/device:GPU:0* T0* Tpaddings0*' _output_shapes : [  unstack_22Unpack(map/TensorArrayStack/TensorArrayGatherV3"/job:worker/device:GPU:0* num* axis*' _output_shapes : * T0  unstack_23Unpack*map_1/TensorArrayStack/TensorArrayGatherV3"/job:worker/device:GPU:0* num* axis*' _output_shapes : * T0  6Decode/get_center_coordinates_and_sizes/transpose/RankRank PruneOutsideWindow/Gather/Gather"/job:worker/device:GPU:0* _output_shapes :* T0  7Decode/get_center_coordinates_and_sizes/transpose/sub/yConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  5Decode/get_center_coordinates_and_sizes/transpose/subSub6Decode/get_center_coordinates_and_sizes/transpose/Rank7Decode/get_center_coordinates_and_sizes/transpose/sub/y"/job:worker/device:GPU:0* T0* _output_shapes :  =Decode/get_center_coordinates_and_sizes/transpose/Range/startConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  =Decode/get_center_coordinates_and_sizes/transpose/Range/deltaConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  7Decode/get_center_coordinates_and_sizes/transpose/RangeRange=Decode/get_center_coordinates_and_sizes/transpose/Range/start6Decode/get_center_coordinates_and_sizes/transpose/Rank=Decode/get_center_coordinates_and_sizes/transpose/Range/delta"/job:worker/device:GPU:0* Tidx0* _output_shapes :  7Decode/get_center_coordinates_and_sizes/transpose/sub_1Sub5Decode/get_center_coordinates_and_sizes/transpose/sub7Decode/get_center_coordinates_and_sizes/transpose/Range"/job:worker/device:GPU:0* T0* _output_shapes :  1Decode/get_center_coordinates_and_sizes/transpose Transpose PruneOutsideWindow/Gather/Gather7Decode/get_center_coordinates_and_sizes/transpose/sub_1"/job:worker/device:GPU:0* Tperm0* T0*' _output_shapes :   /Decode/get_center_coordinates_and_sizes/unstackUnpack1Decode/get_center_coordinates_and_sizes/transpose"/job:worker/device:GPU:0* axis*P _output_shapes> <:  :  :  :  * T0* num  +Decode/get_center_coordinates_and_sizes/subSub1Decode/get_center_coordinates_and_sizes/unstack:31Decode/get_center_coordinates_and_sizes/unstack:1"/job:worker/device:GPU:0*# _output_shapes :  * T0  -Decode/get_center_coordinates_and_sizes/sub_1Sub1Decode/get_center_coordinates_and_sizes/unstack:2/Decode/get_center_coordinates_and_sizes/unstack"/job:worker/device:GPU:0*# _output_shapes :  * T0  -Decode/get_center_coordinates_and_sizes/div/yConst"/job:worker/device:GPU:0* _output_shapes :* value B *@* dtype0  +Decode/get_center_coordinates_and_sizes/divRealDiv-Decode/get_center_coordinates_and_sizes/sub_1-Decode/get_center_coordinates_and_sizes/div/y"/job:worker/device:GPU:0*# _output_shapes :  * T0  +Decode/get_center_coordinates_and_sizes/addAdd/Decode/get_center_coordinates_and_sizes/unstack+Decode/get_center_coordinates_and_sizes/div"/job:worker/device:GPU:0*# _output_shapes :  * T0  /Decode/get_center_coordinates_and_sizes/div_1/yConst"/job:worker/device:GPU:0* value B *@* dtype0* _output_shapes :  -Decode/get_center_coordinates_and_sizes/div_1RealDiv+Decode/get_center_coordinates_and_sizes/sub/Decode/get_center_coordinates_and_sizes/div_1/y"/job:worker/device:GPU:0* T0*# _output_shapes :    -Decode/get_center_coordinates_and_sizes/add_1Add1Decode/get_center_coordinates_and_sizes/unstack:1-Decode/get_center_coordinates_and_sizes/div_1"/job:worker/device:GPU:0*# _output_shapes :  * T0 d Decode/transpose/RankRank unstack_22"/job:worker/device:GPU:0* _output_shapes :* T0 r Decode/transpose/sub/yConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  Decode/transpose/subSubDecode/transpose/RankDecode/transpose/sub/y"/job:worker/device:GPU:0* T0* _output_shapes : x Decode/transpose/Range/startConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes : x Decode/transpose/Range/deltaConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  Decode/transpose/RangeRangeDecode/transpose/Range/startDecode/transpose/RankDecode/transpose/Range/delta"/job:worker/device:GPU:0* Tidx0* _output_shapes :  Decode/transpose/sub_1SubDecode/transpose/subDecode/transpose/Range"/job:worker/device:GPU:0* _output_shapes :* T0  Decode/transpose Transpose unstack_22Decode/transpose/sub_1"/job:worker/device:GPU:0*' _output_shapes : * Tperm0* T0  Decode/unstackUnpackDecode/transpose"/job:worker/device:GPU:0* axis*P _output_shapes> <:  :  :  :  * T0* num k Decode/div/yConst"/job:worker/device:GPU:0* _output_shapes :* value B * A* dtype0 { Decode/divRealDivDecode/unstack Decode/div/y"/job:worker/device:GPU:0* T0*# _output_shapes :   m Decode/div_1/yConst"/job:worker/device:GPU:0* _output_shapes :* value B * A* dtype0  Decode/div_1RealDivDecode/unstack:1Decode/div_1/y"/job:worker/device:GPU:0* T0*# _output_shapes :   m Decode/div_2/yConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B *@  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-MultiClassNonMaxSuppression/SortByField/EqualEqual5MultiClassNonMaxSuppression/SortByField/strided_slice,MultiClassNonMaxSuppression/SortByField/Size"/job:worker/device:GPU:0* _output_shapes :* T0  4MultiClassNonMaxSuppression/SortByField/Assert/ConstConst"/job:worker/device:GPU:0*: value1B/B)Incorrect field size: actual vs expected.* dtype0* _output_shapes :  <:  :  :  :  * T0  +Encode/get_center_coordinates_and_sizes/subSub1Encode/get_center_coordinates_and_sizes/unstack:31Encode/get_center_coordinates_and_sizes/unstack:1"/job:worker/device:GPU:0* T0*# _output_shapes :    -Encode/get_center_coordinates_and_sizes/sub_1Sub1Encode/get_center_coordinates_and_sizes/unstack:2/Encode/get_center_coordinates_and_sizes/unstack"/job:worker/device:GPU:0*# _output_shapes :  * T0  -Encode/get_center_coordinates_and_sizes/div/yConst"/job:worker/device:GPU:0* value B *@* dtype0* _output_shapes :  +Encode/get_center_coordinates_and_sizes/divRealDiv-Encode/get_center_coordinates_and_sizes/sub_1-Encode/get_center_coordinates_and_sizes/div/y"/job:worker/device:GPU:0* T0*# _output_shapes :    +Encode/get_center_coordinates_and_sizes/addAdd/Encode/get_center_coordinates_and_sizes/unstack+Encode/get_center_coordinates_and_sizes/div"/job:worker/device:GPU:0*# _output_shapes :  * T0  /Encode/get_center_coordinates_and_sizes/div_1/yConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B *@  -Encode/get_center_coordinates_and_sizes/div_1RealDiv+Encode/get_center_coordinates_and_sizes/sub/Encode/get_center_coordinates_and_sizes/div_1/y"/job:worker/device:GPU:0* T0*# _output_shapes :    -Encode/get_center_coordinates_and_sizes/add_1Add1Encode/get_center_coordinates_and_sizes/unstack:1-Encode/get_center_coordinates_and_sizes/div_1"/job:worker/device:GPU:0* T0*# _output_shapes :    8Encode/get_center_coordinates_and_sizes_1/transpose/RankRankGather_2/Gather"/job:worker/device:GPU:0* _output_shapes :* T0  9Encode/get_center_coordinates_and_sizes_1/transpose/sub/yConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  7Encode/get_center_coordinates_and_sizes_1/transpose/subSub8Encode/get_center_coordinates_and_sizes_1/transpose/Rank9Encode/get_center_coordinates_and_sizes_1/transpose/sub/y"/job:worker/device:GPU:0* _output_shapes :* T0  ?Encode/get_center_coordinates_and_sizes_1/transpose/Range/startConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  ?Encode/get_center_coordinates_and_sizes_1/transpose/Range/deltaConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  9Encode/get_center_coordinates_and_sizes_1/transpose/RangeRange?Encode/get_center_coordinates_and_sizes_1/transpose/Range/start8Encode/get_center_coordinates_and_sizes_1/transpose/Rank?Encode/get_center_coordinates_and_sizes_1/transpose/Range/delta"/job:worker/device:GPU:0* Tidx0* _output_shapes :  9Encode/get_center_coordinates_and_sizes_1/transpose/sub_1Sub7Encode/get_center_coordinates_and_sizes_1/transpose/sub9Encode/get_center_coordinates_and_sizes_1/transpose/Range"/job:worker/device:GPU:0* _output_shapes :* T0  3Encode/get_center_coordinates_and_sizes_1/transpose TransposeGather_2/Gather9Encode/get_center_coordinates_and_sizes_1/transpose/sub_1"/job:worker/device:GPU:0*' _output_shapes : * Tperm0* T0  1Encode/get_center_coordinates_and_sizes_1/unstackUnpack3Encode/get_center_coordinates_and_sizes_1/transpose"/job:worker/device:GPU:0* T0* num* axis*P _output_shapes> <:  :  :  :    -Encode/get_center_coordinates_and_sizes_1/subSub3Encode/get_center_coordinates_and_sizes_1/unstack:33Encode/get_center_coordinates_and_sizes_1/unstack:1"/job:worker/device:GPU:0*# _output_shapes :  * T0  /Encode/get_center_coordinates_and_sizes_1/sub_1Sub3Encode/get_center_coordinates_and_sizes_1/unstack:21Encode/get_center_coordinates_and_sizes_1/unstack"/job:worker/device:GPU:0*# _output_shapes :  * T0  /Encode/get_center_coordinates_and_sizes_1/div/yConst"/job:worker/device:GPU:0* _output_shapes :* value B *@* dtype0  -Encode/get_center_coordinates_and_sizes_1/divRealDiv/Encode/get_center_coordinates_and_sizes_1/sub_1/Encode/get_center_coordinates_and_sizes_1/div/y"/job:worker/device:GPU:0*# _output_shapes :  * T0  -Encode/get_center_coordinates_and_sizes_1/addAdd1Encode/get_center_coordinates_and_sizes_1/unstack-Encode/get_center_coordinates_and_sizes_1/div"/job:worker/device:GPU:0* T0*# _output_shapes :    1Encode/get_center_coordinates_and_sizes_1/div_1/yConst"/job:worker/device:GPU:0* _output_shapes :* value B *@* dtype0  /Encode/get_center_coordinates_and_sizes_1/div_1RealDiv-Encode/get_center_coordinates_and_sizes_1/sub1Encode/get_center_coordinates_and_sizes_1/div_1/y"/job:worker/device:GPU:0* T0*# _output_shapes :    /Encode/get_center_coordinates_and_sizes_1/add_1Add3Encode/get_center_coordinates_and_sizes_1/unstack:1/Encode/get_center_coordinates_and_sizes_1/div_1"/job:worker/device:GPU:0*# _output_shapes :  * T0 k Encode/add/yConst"/job:worker/device:GPU:0* _output_shapes :* value B *w+2* dtype0  Encode/addAdd-Encode/get_center_coordinates_and_sizes/sub_1 Encode/add/y"/job:worker/device:GPU:0*# _output_shapes :  * T0 m Encode/add_1/yConst"/job:worker/device:GPU:0* _output_shapes :* value B *w+2* dtype0  Encode/add_1Add+Encode/get_center_coordinates_and_sizes/subEncode/add_1/y"/job:worker/device:GPU:0* T0*# _output_shapes :   m Encode/add_2/yConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B *w+2  Encode/add_2Add/Encode/get_center_coordinates_and_sizes_1/sub_1Encode/add_2/y"/job:worker/device:GPU:0*# _output_shapes :  * T0 m Encode/add_3/yConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B *w+2  Encode/add_3Add-Encode/get_center_coordinates_and_sizes_1/subEncode/add_3/y"/job:worker/device:GPU:0* T0*# _output_shapes :    Encode/subSub/Encode/get_center_coordinates_and_sizes_1/add_1-Encode/get_center_coordinates_and_sizes/add_1"/job:worker/device:GPU:0*# _output_shapes :  * T0 w Encode/divRealDiv Encode/sub Encode/add_1"/job:worker/device:GPU:0*# _output_shapes :  * T0  Encode/sub_1Sub-Encode/get_center_coordinates_and_sizes_1/add+Encode/get_center_coordinates_and_sizes/add"/job:worker/device:GPU:0* T0*# _output_shapes :   y Encode/div_1RealDiv Encode/sub_1 Encode/add"/job:worker/device:GPU:0*# _output_shapes :  * T0 { Encode/div_2RealDiv Encode/add_3 Encode/add_1"/job:worker/device:GPU:0*# _output_shapes :  * T0 g Encode/LogLog Encode/div_2"/job:worker/device:GPU:0* T0*# _output_shapes :   y Encode/div_3RealDiv Encode/add_2 Encode/add"/job:worker/device:GPU:0*# _output_shapes :  * T0 i Encode/Log_1Log Encode/div_3"/job:worker/device:GPU:0*# _output_shapes :  * T0 k Encode/mul/yConst"/job:worker/device:GPU:0* value B * A* dtype0* _output_shapes : u Encode/mulMul Encode/div_1 Encode/mul/y"/job:worker/device:GPU:0* T0*# _output_shapes :   m Encode/mul_1/yConst"/job:worker/device:GPU:0* _output_shapes :* value B * A* dtype0 w Encode/mul_1Mul Encode/divEncode/mul_1/y"/job:worker/device:GPU:0*# _output_shapes :  * T0 m Encode/mul_2/yConst"/job:worker/device:GPU:0* _output_shapes :* value B *@* dtype0 y Encode/mul_2Mul Encode/Log_1Encode/mul_2/y"/job:worker/device:GPU:0*# _output_shapes :  * T0 m Encode/mul_3/yConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B *@ w Encode/mul_3Mul Encode/LogEncode/mul_3/y"/job:worker/device:GPU:0*# _output_shapes :  * T0  Encode/stackPack Encode/mul Encode/mul_1 Encode/mul_2 Encode/mul_3"/job:worker/device:GPU:0* axis*' _output_shapes : * N* T0 f Encode/transpose/RankRank Encode/stack"/job:worker/device:GPU:0* _output_shapes :* T0 r Encode/transpose/sub/yConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  Encode/transpose/subSubEncode/transpose/RankEncode/transpose/sub/y"/job:worker/device:GPU:0* _output_shapes :* T0 x Encode/transpose/Range/startConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0 x Encode/transpose/Range/deltaConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  Encode/transpose/RangeRangeEncode/transpose/Range/startEncode/transpose/RankEncode/transpose/Range/delta"/job:worker/device:GPU:0* Tidx0* _output_shapes :  Encode/transpose/sub_1SubEncode/transpose/subEncode/transpose/Range"/job:worker/device:GPU:0* T0* _output_shapes :  Encode/transpose Transpose Encode/stackEncode/transpose/sub_1"/job:worker/device:GPU:0* Tperm0* T0*' _output_shapes :   Const_5Const"/job:worker/device:GPU:0* _output_shapes :*) value B"* dtype0 a Size_1SizeCast_5"/job:worker/device:GPU:0* out_type0* _output_shapes :* T0 e stack_3/1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B: v stack_3PackSize_1 stack_3/1"/job:worker/device:GPU:0* axis* _output_shapes :* N* T0 | TileTileConst_5stack_3"/job:worker/device:GPU:0* T0* Tmultiples0*' _output_shapes :   DynamicStitch DynamicStitchCast_4Cast_5Encode/transposeTile"/job:worker/device:GPU:0* N* T0*' _output_shapes :  p Greater_4/yConst"/job:worker/device:GPU:0* _output_shapes :* valueB: * dtype0 { Greater_4GreaterMatch/cond/Merge Greater_4/y"/job:worker/device:GPU:0*# _output_shapes :  * T0 ^ Where_3Where Greater_4"/job:worker/device:GPU:0*' _output_shapes :  } Reshape_14/shapeConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* valueB:   Reshape_14ReshapeWhere_3Reshape_14/shape"/job:worker/device:GPU:0*# _output_shapes :  * T0 * Tshape0 q Cast_8Cast Reshape_14"/job:worker/device:GPU:0*# _output_shapes :  * SrcT0 * DstT0 g Greater_5/xConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0 { Greater_5Greater Greater_5/xMatch/cond/Merge"/job:worker/device:GPU:0*# _output_shapes :  * T0 ^ Where_4Where 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Reshape_17/shapeConst"/job:worker/device:GPU:0* _output_shapes :* valueB: * dtype0  Reshape_17ReshapeGather_3Reshape_17/shape"/job:worker/device:GPU:0* Tshape0*# _output_shapes :  * T0  Gather_4GatherPad Reshape_17"/job:worker/device:GPU:0* Tindices0*' _output_shapes : [* validate_indices(* Tparams0 l ExpandDims_8/dimConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  ExpandDims_8 ExpandDimsConst_3ExpandDims_8/dim"/job:worker/device:GPU:0* _output_shapes :[* T0* Tdim0 a Size_2SizeCast_9"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0 e stack_4/1Const"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0 v stack_4PackSize_2 stack_4/1"/job:worker/device:GPU:0* axis* _output_shapes :* N* T0  Tile_1Tile ExpandDims_8stack_4"/job:worker/device:GPU:0* Tmultiples0*' _output_shapes : [* T0 { Reshape_18/shapeConst"/job:worker/device:GPU:0* _output_shapes :* valueB"[* dtype0  Reshape_18ReshapeTile_1Reshape_18/shape"/job:worker/device:GPU:0* T0* Tshape0*' _output_shapes : [  DynamicStitch_1 DynamicStitchCast_8Cast_9Gather_4 Reshape_18"/job:worker/device:GPU:0* N* T0*' _output_shapes : [ j GreaterEqual/yConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  GreaterEqual GreaterEqualMatch/cond/MergeGreaterEqual/y"/job:worker/device:GPU:0*# _output_shapes :  * T0 t Cast_12Cast GreaterEqual"/job:worker/device:GPU:0* DstT0*# _output_shapes :  * SrcT0 l GreaterEqual_1/yConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  GreaterEqual_1 GreaterEqualMatch/cond/MergeGreaterEqual_1/y"/job:worker/device:GPU:0* T0*# _output_shapes :   v Cast_13CastGreaterEqual_1"/job:worker/device:GPU:0* SrcT0 * DstT0*# _output_shapes :   n Equal_2/yConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* valueB:  u Equal_2EqualMatch/cond/Merge Equal_2/y"/job:worker/device:GPU:0*# _output_shapes :  * T0 o Cast_14CastEqual_2"/job:worker/device:GPU:0* SrcT0 * DstT0*# _output_shapes :   f sub_1/xConst"/job:worker/device:GPU:0* _output_shapes :* value B *?* dtype0 f sub_1Subsub_1/xCast_13"/job:worker/device:GPU:0*# _output_shapes :  * T0 d sub_2Subsub_1Cast_14"/job:worker/device:GPU:0*# _output_shapes :  * T0 f mul_1/xConst"/job:worker/device:GPU:0* _output_shapes :* value B *?* dtype0 f mul_1Mulmul_1/xCast_13"/job:worker/device:GPU:0*# _output_shapes :  * T0 f mul_2/xConst"/job:worker/device:GPU:0* value B *?* dtype0* _output_shapes : d mul_2Mulmul_2/xsub_2"/job:worker/device:GPU:0*# _output_shapes :  * T0 ` addAddmul_1mul_2"/job:worker/device:GPU:0*# _output_shapes :  * T0 k Const_6Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes : p SumSumaddConst_6"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes : h Equal_3/yConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B * [ Equal_3EqualSum Equal_3/y"/job:worker/device:GPU:0* _output_shapes :* T0 d ToFloat_5CastEqual_3"/job:worker/device:GPU:0* DstT0* _output_shapes :* SrcT0 d add_1Addadd 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_output_shapes :  Reshape_19Reshape RandomShuffleReshape_19/shape"/job:worker/device:GPU:0* Tshape0*# _output_shapes :  * T0 e Size_3Size Reshape_19"/job:worker/device:GPU:0* _output_shapes :* T0 * out_type0 e Minimum/yConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes : ` MinimumMinimumSize_3 Minimum/y"/job:worker/device:GPU:0* _output_shapes :* T0 t Reshape_20/shapeConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B : } Reshape_20ReshapeMinimumReshape_20/shape"/job:worker/device:GPU:0* T0* Tshape0* _output_shapes : r Slice_11/beginConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  Slice_11Slice Reshape_19Slice_11/begin Reshape_20"/job:worker/device:GPU:0* T0 *# _output_shapes :  * Index0 l Shape_13Shape LogicalAnd"/job:worker/device:GPU:0* _output_shapes :* T0 * out_type0 y strided_slice_8/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes : { strided_slice_8/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes : { strided_slice_8/stack_2Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  strided_slice_8 StridedSliceShape_13strided_slice_8/stackstrided_slice_8/stack_1strided_slice_8/stack_2"/job:worker/device:GPU:0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0 w ones/shapePackstrided_slice_8"/job:worker/device:GPU:0* axis* _output_shapes :* N* T0 i ones/ConstConst"/job:worker/device:GPU:0* value B *?* dtype0* _output_shapes : l onesFill ones/shape ones/Const"/job:worker/device:GPU:0* T0*# _output_shapes :   f mul_3/yConst"/job:worker/device:GPU:0* value B ** dtype0* _output_shapes : c mul_3Mulonesmul_3/y"/job:worker/device:GPU:0*# _output_shapes :  * T0 q ones_like/ShapeShapeSlice_11"/job:worker/device:GPU:0* _output_shapes :* T0 * out_type0 n ones_like/ConstConst"/job:worker/device:GPU:0* value B *?* dtype0* _output_shapes : { ones_likeFillones_like/Shapeones_like/Const"/job:worker/device:GPU:0* T0*# 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Sum_1SumCast_16Const_7"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0 c sub_3/xConst"/job:worker/device:GPU:0* _output_shapes :* value B:@* dtype0 W sub_3Subsub_3/xSum_1"/job:worker/device:GPU:0* T0* _output_shapes : a Where_7Where LogicalAnd_1"/job:worker/device:GPU:0*' _output_shapes :   RandomShuffle_1 RandomShuffleWhere_7"/job:worker/device:GPU:0*' _output_shapes : * seed2* seed* T0 } Reshape_21/shapeConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* valueB:   Reshape_21ReshapeRandomShuffle_1Reshape_21/shape"/job:worker/device:GPU:0*# _output_shapes :  * T0 * Tshape0 e Size_4Size Reshape_21"/job:worker/device:GPU:0* _output_shapes :* T0 * out_type0 ^ Minimum_1MinimumSize_4sub_3"/job:worker/device:GPU:0* _output_shapes :* T0 t Reshape_22/shapeConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  Reshape_22Reshape Minimum_1Reshape_22/shape"/job:worker/device:GPU:0* Tshape0* _output_shapes :* T0 r Slice_12/beginConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  Slice_12Slice Reshape_21Slice_12/begin Reshape_22"/job:worker/device:GPU:0*# _output_shapes :  * Index0* T0 n Shape_14Shape LogicalAnd_1"/job:worker/device:GPU:0* _output_shapes :* T0 * out_type0 y strided_slice_9/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes : { strided_slice_9/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes : { strided_slice_9/stack_2Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  strided_slice_9 StridedSliceShape_14strided_slice_9/stackstrided_slice_9/stack_1strided_slice_9/stack_2"/job:worker/device:GPU:0* Index0* new_axis_mask* T0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask y ones_1/shapePackstrided_slice_9"/job:worker/device:GPU:0* axis* _output_shapes :* N* T0 k ones_1/ConstConst"/job:worker/device:GPU:0* value B *?* dtype0* _output_shapes : r ones_1Fill ones_1/shape ones_1/Const"/job:worker/device:GPU:0*# _output_shapes :  * T0 f mul_5/yConst"/job:worker/device:GPU:0* _output_shapes :* value B ** dtype0 e mul_5Mulones_1mul_5/y"/job:worker/device:GPU:0*# _output_shapes :  * T0 s ones_like_1/ShapeShapeSlice_12"/job:worker/device:GPU:0* _output_shapes :* T0 * out_type0 p ones_like_1/ConstConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B *?  ones_like_1Fillones_like_1/Shapeones_like_1/Const"/job:worker/device:GPU:0*# _output_shapes :  * T0 f mul_6/yConst"/job:worker/device:GPU:0* value B *?* dtype0* _output_shapes : j mul_6Mul ones_like_1mul_6/y"/job:worker/device:GPU:0*# _output_shapes :  * T0 i range_1/startConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B: i range_1/deltaConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  range_1Range range_1/startstrided_slice_9 range_1/delta"/job:worker/device:GPU:0* Tidx0*# _output_shapes :   r ToInt32_3CastSlice_12"/job:worker/device:GPU:0* SrcT0 * DstT0*# _output_shapes :    DynamicStitch_3 DynamicStitchrange_1 ToInt32_3mul_5mul_6"/job:worker/device:GPU:0*# _output_shapes :  * N* T0 h Equal_5/yConst"/job:worker/device:GPU:0* _output_shapes :* value B *?* dtype0 t Equal_5EqualDynamicStitch_3 Equal_5/y"/job:worker/device:GPU:0*# _output_shapes :  * T0 i LogicalOr_1 LogicalOrEqual_4Equal_5"/job:worker/device:GPU:0*# _output_shapes :    BooleanMask/boolean_mask/ShapeShape StopGradient"/job:worker/device:GPU:0* out_type0* _output_shapes :* T0  ,BooleanMask/boolean_mask/strided_slice/stackConst"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  .BooleanMask/boolean_mask/strided_slice/stack_1Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  .BooleanMask/boolean_mask/strided_slice/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  &BooleanMask/boolean_mask/strided_slice StridedSliceBooleanMask/boolean_mask/Shape,BooleanMask/boolean_mask/strided_slice/stack.BooleanMask/boolean_mask/strided_slice/stack_1.BooleanMask/boolean_mask/strided_slice/stack_2"/job:worker/device:GPU:0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0  /BooleanMask/boolean_mask/Prod/reduction_indicesConst"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  BooleanMask/boolean_mask/ProdProd&BooleanMask/boolean_mask/strided_slice/BooleanMask/boolean_mask/Prod/reduction_indices"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  BooleanMask/boolean_mask/Shape_1Shape StopGradient"/job:worker/device:GPU:0* out_type0* _output_shapes :* T0  .BooleanMask/boolean_mask/strided_slice_1/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  0BooleanMask/boolean_mask/strided_slice_1/stack_1Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  0BooleanMask/boolean_mask/strided_slice_1/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  (BooleanMask/boolean_mask/strided_slice_1 StridedSlice BooleanMask/boolean_mask/Shape_1.BooleanMask/boolean_mask/strided_slice_1/stack0BooleanMask/boolean_mask/strided_slice_1/stack_10BooleanMask/boolean_mask/strided_slice_1/stack_2"/job:worker/device:GPU:0* Index0* new_axis_mask* T0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask  (BooleanMask/boolean_mask/concat/values_0PackBooleanMask/boolean_mask/Prod"/job:worker/device:GPU:0* axis* _output_shapes :* N* T0  $BooleanMask/boolean_mask/concat/axisConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  BooleanMask/boolean_mask/concatConcatV2(BooleanMask/boolean_mask/concat/values_0(BooleanMask/boolean_mask/strided_slice_1$BooleanMask/boolean_mask/concat/axis"/job:worker/device:GPU:0* Tidx0* _output_shapes :* N* T0  BooleanMask/boolean_mask/ReshapeReshape StopGradientBooleanMask/boolean_mask/concat"/job:worker/device:GPU:0*' _output_shapes : * T0* Tshape0  (BooleanMask/boolean_mask/Reshape_1/shapeConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* valueB:   "BooleanMask/boolean_mask/Reshape_1Reshape LogicalOr_1(BooleanMask/boolean_mask/Reshape_1/shape"/job:worker/device:GPU:0* Tshape0*# _output_shapes :  * T0  BooleanMask/boolean_mask/WhereWhere"BooleanMask/boolean_mask/Reshape_1"/job:worker/device:GPU:0*' _output_shapes :   BooleanMask/boolean_mask/SqueezeSqueezeBooleanMask/boolean_mask/Where"/job:worker/device:GPU:0*# _output_shapes :  * T0 * squeeze_dims   BooleanMask/boolean_mask/GatherGather BooleanMask/boolean_mask/Reshape BooleanMask/boolean_mask/Squeeze"/job:worker/device:GPU:0* Tparams0* Tindices0 *' _output_shapes : * validate_indices(  BooleanMask/boolean_mask_1/ShapeShape7MultiClassNonMaxSuppression/SortByField/Gather/Gather_1"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  .BooleanMask/boolean_mask_1/strided_slice/stackConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  0BooleanMask/boolean_mask_1/strided_slice/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  0BooleanMask/boolean_mask_1/strided_slice/stack_2Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  (BooleanMask/boolean_mask_1/strided_slice StridedSlice BooleanMask/boolean_mask_1/Shape.BooleanMask/boolean_mask_1/strided_slice/stack0BooleanMask/boolean_mask_1/strided_slice/stack_10BooleanMask/boolean_mask_1/strided_slice/stack_2"/job:worker/device:GPU:0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0  1BooleanMask/boolean_mask_1/Prod/reduction_indicesConst"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  BooleanMask/boolean_mask_1/ProdProd(BooleanMask/boolean_mask_1/strided_slice1BooleanMask/boolean_mask_1/Prod/reduction_indices"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  "BooleanMask/boolean_mask_1/Shape_1Shape7MultiClassNonMaxSuppression/SortByField/Gather/Gather_1"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  0BooleanMask/boolean_mask_1/strided_slice_1/stackConst"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  2BooleanMask/boolean_mask_1/strided_slice_1/stack_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  2BooleanMask/boolean_mask_1/strided_slice_1/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  *BooleanMask/boolean_mask_1/strided_slice_1 StridedSlice"BooleanMask/boolean_mask_1/Shape_10BooleanMask/boolean_mask_1/strided_slice_1/stack2BooleanMask/boolean_mask_1/strided_slice_1/stack_12BooleanMask/boolean_mask_1/strided_slice_1/stack_2"/job:worker/device:GPU:0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0  *BooleanMask/boolean_mask_1/concat/values_0PackBooleanMask/boolean_mask_1/Prod"/job:worker/device:GPU:0* axis* _output_shapes :* N* T0  &BooleanMask/boolean_mask_1/concat/axisConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  !BooleanMask/boolean_mask_1/concatConcatV2*BooleanMask/boolean_mask_1/concat/values_0*BooleanMask/boolean_mask_1/strided_slice_1&BooleanMask/boolean_mask_1/concat/axis"/job:worker/device:GPU:0* Tidx0* _output_shapes :* N* T0  "BooleanMask/boolean_mask_1/ReshapeReshape7MultiClassNonMaxSuppression/SortByField/Gather/Gather_1!BooleanMask/boolean_mask_1/concat"/job:worker/device:GPU:0* Tshape0*# _output_shapes :  * T0  *BooleanMask/boolean_mask_1/Reshape_1/shapeConst"/job:worker/device:GPU:0* _output_shapes :* valueB: * dtype0  $BooleanMask/boolean_mask_1/Reshape_1Reshape LogicalOr_1*BooleanMask/boolean_mask_1/Reshape_1/shape"/job:worker/device:GPU:0* Tshape0*# _output_shapes :  * T0  BooleanMask/boolean_mask_1/WhereWhere$BooleanMask/boolean_mask_1/Reshape_1"/job:worker/device:GPU:0*' _output_shapes :   "BooleanMask/boolean_mask_1/SqueezeSqueeze BooleanMask/boolean_mask_1/Where"/job:worker/device:GPU:0*# _output_shapes :  * T0 * squeeze_dims   !BooleanMask/boolean_mask_1/GatherGather"BooleanMask/boolean_mask_1/Reshape"BooleanMask/boolean_mask_1/Squeeze"/job:worker/device:GPU:0*# _output_shapes :  * validate_indices(* Tparams0* Tindices0  BooleanMask/boolean_mask_2/ShapeShape7MultiClassNonMaxSuppression/SortByField/Gather/Gather_2"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  .BooleanMask/boolean_mask_2/strided_slice/stackConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  0BooleanMask/boolean_mask_2/strided_slice/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  0BooleanMask/boolean_mask_2/strided_slice/stack_2Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  (BooleanMask/boolean_mask_2/strided_slice StridedSlice BooleanMask/boolean_mask_2/Shape.BooleanMask/boolean_mask_2/strided_slice/stack0BooleanMask/boolean_mask_2/strided_slice/stack_10BooleanMask/boolean_mask_2/strided_slice/stack_2"/job:worker/device:GPU:0* new_axis_mask* T0* begin_mask* _output_shapes :* shrink_axis_mask* ellipsis_mask* end_mask* Index0  1BooleanMask/boolean_mask_2/Prod/reduction_indicesConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  BooleanMask/boolean_mask_2/ProdProd(BooleanMask/boolean_mask_2/strided_slice1BooleanMask/boolean_mask_2/Prod/reduction_indices"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  "BooleanMask/boolean_mask_2/Shape_1Shape7MultiClassNonMaxSuppression/SortByField/Gather/Gather_2"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  0BooleanMask/boolean_mask_2/strided_slice_1/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  2BooleanMask/boolean_mask_2/strided_slice_1/stack_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  2BooleanMask/boolean_mask_2/strided_slice_1/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  *BooleanMask/boolean_mask_2/strided_slice_1 StridedSlice"BooleanMask/boolean_mask_2/Shape_10BooleanMask/boolean_mask_2/strided_slice_1/stack2BooleanMask/boolean_mask_2/strided_slice_1/stack_12BooleanMask/boolean_mask_2/strided_slice_1/stack_2"/job:worker/device:GPU:0* Index0* new_axis_mask* T0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask  *BooleanMask/boolean_mask_2/concat/values_0PackBooleanMask/boolean_mask_2/Prod"/job:worker/device:GPU:0* N* T0* axis* _output_shapes :  &BooleanMask/boolean_mask_2/concat/axisConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  !BooleanMask/boolean_mask_2/concatConcatV2*BooleanMask/boolean_mask_2/concat/values_0*BooleanMask/boolean_mask_2/strided_slice_1&BooleanMask/boolean_mask_2/concat/axis"/job:worker/device:GPU:0* Tidx0* _output_shapes :* N* T0  "BooleanMask/boolean_mask_2/ReshapeReshape7MultiClassNonMaxSuppression/SortByField/Gather/Gather_2!BooleanMask/boolean_mask_2/concat"/job:worker/device:GPU:0* T0* Tshape0*# _output_shapes :    *BooleanMask/boolean_mask_2/Reshape_1/shapeConst"/job:worker/device:GPU:0* _output_shapes :* valueB: * dtype0  $BooleanMask/boolean_mask_2/Reshape_1Reshape LogicalOr_1*BooleanMask/boolean_mask_2/Reshape_1/shape"/job:worker/device:GPU:0* T0 * Tshape0*# _output_shapes :    BooleanMask/boolean_mask_2/WhereWhere$BooleanMask/boolean_mask_2/Reshape_1"/job:worker/device:GPU:0*' _output_shapes :   "BooleanMask/boolean_mask_2/SqueezeSqueeze BooleanMask/boolean_mask_2/Where"/job:worker/device:GPU:0* squeeze_dims *# _output_shapes :  * T0  !BooleanMask/boolean_mask_2/GatherGather"BooleanMask/boolean_mask_2/Reshape"BooleanMask/boolean_mask_2/Squeeze"/job:worker/device:GPU:0* Tindices0 *# _output_shapes :  * validate_indices(* Tparams0 z strided_slice_10/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes : | strided_slice_10/stack_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B : | strided_slice_10/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  strided_slice_10 StridedSliceShape_11strided_slice_10/stackstrided_slice_10/stack_1strided_slice_10/stack_2"/job:worker/device:GPU:0* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0* _output_shapes :* begin_mask z strided_slice_11/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes : | strided_slice_11/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes : | strided_slice_11/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  strided_slice_11 StridedSliceShape_11strided_slice_11/stackstrided_slice_11/stack_1strided_slice_11/stack_2"/job:worker/device:GPU:0* Index0* new_axis_mask* T0* begin_mask* _output_shapes :* shrink_axis_mask* ellipsis_mask* end_mask  ToNormalizedCoordinates/CastCaststrided_slice_10"/job:worker/device:GPU:0* SrcT0* DstT0* _output_shapes :  ToNormalizedCoordinates/Cast_1Caststrided_slice_11"/job:worker/device:GPU:0* SrcT0* DstT0* _output_shapes : | ToNormalizedCoordinates/div/xConst"/job:worker/device:GPU:0* value B *?* dtype0* _output_shapes :  ToNormalizedCoordinates/divRealDivToNormalizedCoordinates/div/xToNormalizedCoordinates/Cast"/job:worker/device:GPU:0* _output_shapes :* T0 ~ ToNormalizedCoordinates/div_1/xConst"/job:worker/device:GPU:0* value B *?* dtype0* _output_shapes :  ToNormalizedCoordinates/div_1RealDivToNormalizedCoordinates/div_1/xToNormalizedCoordinates/Cast_1"/job:worker/device:GPU:0* _output_shapes :* T0  #ToNormalizedCoordinates/Scale/ConstConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  -ToNormalizedCoordinates/Scale/split/split_dimConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  #ToNormalizedCoordinates/Scale/splitSplit-ToNormalizedCoordinates/Scale/split/split_dimBooleanMask/boolean_mask/Gather"/job:worker/device:GPU:0*` _output_shapesN L: : : : * T0* num_split  !ToNormalizedCoordinates/Scale/mulMulToNormalizedCoordinates/div#ToNormalizedCoordinates/Scale/split"/job:worker/device:GPU:0*' _output_shapes : * T0  #ToNormalizedCoordinates/Scale/mul_1MulToNormalizedCoordinates/div%ToNormalizedCoordinates/Scale/split:2"/job:worker/device:GPU:0*' _output_shapes : * T0  #ToNormalizedCoordinates/Scale/mul_2MulToNormalizedCoordinates/div_1%ToNormalizedCoordinates/Scale/split:1"/job:worker/device:GPU:0* T0*' _output_shapes :   #ToNormalizedCoordinates/Scale/mul_3MulToNormalizedCoordinates/div_1%ToNormalizedCoordinates/Scale/split:3"/job:worker/device:GPU:0*' _output_shapes : * T0  )ToNormalizedCoordinates/Scale/concat/axisConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  $ToNormalizedCoordinates/Scale/concatConcatV2!ToNormalizedCoordinates/Scale/mul#ToNormalizedCoordinates/Scale/mul_2#ToNormalizedCoordinates/Scale/mul_1#ToNormalizedCoordinates/Scale/mul_3)ToNormalizedCoordinates/Scale/concat/axis"/job:worker/device:GPU:0* Tidx0*' _output_shapes : * N* T0  Shape_15Shape$ToNormalizedCoordinates/Scale/concat"/job:worker/device:GPU:0* out_type0* _output_shapes :* T0 z strided_slice_12/stackConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B : | strided_slice_12/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes : | strided_slice_12/stack_2Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  strided_slice_12 StridedSliceShape_15strided_slice_12/stackstrided_slice_12/stack_1strided_slice_12/stack_2"/job:worker/device:GPU:0* Index0* new_axis_mask* T0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask y zeros/shapePackstrided_slice_12"/job:worker/device:GPU:0* axis* _output_shapes :* N* T0 g zeros/ConstConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B: o zerosFill zeros/shape zeros/Const"/job:worker/device:GPU:0*# _output_shapes :  * T0  CropAndResize/crop_sizeConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* valueB"  CropAndResize CropAndResizeXFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/Relu$ToNormalizedCoordinates/Scale/concatzerosCropAndResize/crop_size"/job:worker/device:GPU:0*0 _output_shapes : * extrapolation_value%* T0* method bilinear  MaxPool2D/MaxPoolMaxPool CropAndResize"/job:worker/device:GPU:0* paddingVALID* ksize * T0* strides * data_formatNHWC*0 _output_shapes :   Shape_16Shape$ToNormalizedCoordinates/Scale/concat"/job:worker/device:GPU:0* T0* out_type0* _output_shapes : z strided_slice_13/stackConst"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0 | strided_slice_13/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes : | strided_slice_13/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  strided_slice_13 StridedSliceShape_16strided_slice_13/stackstrided_slice_13/stack_1strided_slice_13/stack_2"/job:worker/device:GPU:0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0  PadOrClipBoxList/ShapeShape$ToNormalizedCoordinates/Scale/concat"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  $PadOrClipBoxList/strided_slice/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  &PadOrClipBoxList/strided_slice/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  &PadOrClipBoxList/strided_slice/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  PadOrClipBoxList/strided_slice StridedSlicePadOrClipBoxList/Shape$PadOrClipBoxList/strided_slice/stack&PadOrClipBoxList/strided_slice/stack_1&PadOrClipBoxList/strided_slice/stack_2"/job:worker/device:GPU:0* Index0* new_axis_mask* T0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask v PadOrClipBoxList/Greater/yConst"/job:worker/device:GPU:0* _output_shapes :* value B:@* dtype0  PadOrClipBoxList/GreaterGreaterPadOrClipBoxList/strided_slicePadOrClipBoxList/Greater/y"/job:worker/device:GPU:0* _output_shapes :* T0  PadOrClipBoxList/cond/SwitchSwitchPadOrClipBoxList/GreaterPadOrClipBoxList/Greater"/job:worker/device:GPU:0* _output_shapes ::* T0  PadOrClipBoxList/cond/switch_tIdentityPadOrClipBoxList/cond/Switch:1"/job:worker/device:GPU:0* T0 * _output_shapes :  PadOrClipBoxList/cond/switch_fIdentityPadOrClipBoxList/cond/Switch"/job:worker/device:GPU:0* T0 * _output_shapes : ~ PadOrClipBoxList/cond/pred_idIdentityPadOrClipBoxList/Greater"/job:worker/device:GPU:0* T0 * _output_shapes :  !PadOrClipBoxList/cond/range/startConst^PadOrClipBoxList/cond/switch_t"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  !PadOrClipBoxList/cond/range/limitConst^PadOrClipBoxList/cond/switch_t"/job:worker/device:GPU:0* value B:@* dtype0* _output_shapes :  !PadOrClipBoxList/cond/range/deltaConst^PadOrClipBoxList/cond/switch_t"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  PadOrClipBoxList/cond/rangeRange!PadOrClipBoxList/cond/range/start!PadOrClipBoxList/cond/range/limit!PadOrClipBoxList/cond/range/delta"/job:worker/device:GPU:0* Tidx0* _output_shapes :@  #PadOrClipBoxList/cond/Gather/SwitchSwitch$ToNormalizedCoordinates/Scale/concatPadOrClipBoxList/cond/pred_id"/job:worker/device:GPU:0*: _output_shapes( &: : * T0*7 _class- +)loc:@ToNormalizedCoordinates/Scale/concat  PadOrClipBoxList/cond/GatherGather%PadOrClipBoxList/cond/Gather/Switch:1PadOrClipBoxList/cond/range"/job:worker/device:GPU:0* Tparams0* Tindices0* _output_shapes :@* validate_indices(  PadOrClipBoxList/cond/RankConst^PadOrClipBoxList/cond/switch_f"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  "PadOrClipBoxList/cond/Shape/SwitchSwitch$ToNormalizedCoordinates/Scale/concatPadOrClipBoxList/cond/pred_id"/job:worker/device:GPU:0*: _output_shapes( &: : * T0*7 _class- +)loc:@ToNormalizedCoordinates/Scale/concat  PadOrClipBoxList/cond/ShapeShape"PadOrClipBoxList/cond/Shape/Switch"/job:worker/device:GPU:0* out_type0* _output_shapes :* T0  )PadOrClipBoxList/cond/strided_slice/stackConst^PadOrClipBoxList/cond/switch_f"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  +PadOrClipBoxList/cond/strided_slice/stack_1Const^PadOrClipBoxList/cond/switch_f"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  +PadOrClipBoxList/cond/strided_slice/stack_2Const^PadOrClipBoxList/cond/switch_f"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  #PadOrClipBoxList/cond/strided_slice StridedSlicePadOrClipBoxList/cond/Shape)PadOrClipBoxList/cond/strided_slice/stack+PadOrClipBoxList/cond/strided_slice/stack_1+PadOrClipBoxList/cond/strided_slice/stack_2"/job:worker/device:GPU:0* new_axis_mask* T0* begin_mask* _output_shapes :* shrink_axis_mask* ellipsis_mask* end_mask* Index0  PadOrClipBoxList/cond/sub/xConst^PadOrClipBoxList/cond/switch_f"/job:worker/device:GPU:0* _output_shapes :* value B:@* dtype0  PadOrClipBoxList/cond/subSubPadOrClipBoxList/cond/sub/x#PadOrClipBoxList/cond/strided_slice"/job:worker/device:GPU:0* _output_shapes :* T0  $PadOrClipBoxList/cond/ExpandDims/dimConst^PadOrClipBoxList/cond/switch_f"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  PadOrClipBoxList/cond/ExpandDims ExpandDimsPadOrClipBoxList/cond/sub$PadOrClipBoxList/cond/ExpandDims/dim"/job:worker/device:GPU:0* _output_shapes :* T0* Tdim0  PadOrClipBoxList/cond/Greater/yConst^PadOrClipBoxList/cond/switch_f"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  PadOrClipBoxList/cond/GreaterGreaterPadOrClipBoxList/cond/RankPadOrClipBoxList/cond/Greater/y"/job:worker/device:GPU:0* _output_shapes :* T0  !PadOrClipBoxList/cond/cond/SwitchSwitchPadOrClipBoxList/cond/GreaterPadOrClipBoxList/cond/Greater"/job:worker/device:GPU:0* T0 * _output_shapes ::  #PadOrClipBoxList/cond/cond/switch_tIdentity#PadOrClipBoxList/cond/cond/Switch:1"/job:worker/device:GPU:0* _output_shapes :* T0  #PadOrClipBoxList/cond/cond/switch_fIdentity!PadOrClipBoxList/cond/cond/Switch"/job:worker/device:GPU:0* _output_shapes :* T0  "PadOrClipBoxList/cond/cond/pred_idIdentityPadOrClipBoxList/cond/Greater"/job:worker/device:GPU:0* _output_shapes :* T0  .PadOrClipBoxList/cond/cond/strided_slice/stackConst$^PadOrClipBoxList/cond/cond/switch_t"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  0PadOrClipBoxList/cond/cond/strided_slice/stack_1Const$^PadOrClipBoxList/cond/cond/switch_t"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  0PadOrClipBoxList/cond/cond/strided_slice/stack_2Const$^PadOrClipBoxList/cond/cond/switch_t"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  /PadOrClipBoxList/cond/cond/strided_slice/SwitchSwitchPadOrClipBoxList/cond/Shape"PadOrClipBoxList/cond/cond/pred_id"/job:worker/device:GPU:0* T0*. _class$ " loc:@PadOrClipBoxList/cond/Shape* _output_shapes ::  (PadOrClipBoxList/cond/cond/strided_slice StridedSlice1PadOrClipBoxList/cond/cond/strided_slice/Switch:1.PadOrClipBoxList/cond/cond/strided_slice/stack0PadOrClipBoxList/cond/cond/strided_slice/stack_10PadOrClipBoxList/cond/cond/strided_slice/stack_2"/job:worker/device:GPU:0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0  &PadOrClipBoxList/cond/cond/concat/axisConst$^PadOrClipBoxList/cond/cond/switch_t"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  (PadOrClipBoxList/cond/cond/concat/SwitchSwitch PadOrClipBoxList/cond/ExpandDims"PadOrClipBoxList/cond/cond/pred_id"/job:worker/device:GPU:0* _output_shapes ::* T0*3 _class) '%loc:@PadOrClipBoxList/cond/ExpandDims  !PadOrClipBoxList/cond/cond/concatConcatV2*PadOrClipBoxList/cond/cond/concat/Switch:1(PadOrClipBoxList/cond/cond/strided_slice&PadOrClipBoxList/cond/cond/concat/axis"/job:worker/device:GPU:0* Tidx0* _output_shapes :* N* T0  PadOrClipBoxList/cond/cond/sub/xConst$^PadOrClipBoxList/cond/cond/switch_f"/job:worker/device:GPU:0* value B:@* dtype0* _output_shapes :  %PadOrClipBoxList/cond/cond/sub/SwitchSwitch#PadOrClipBoxList/cond/strided_slice"PadOrClipBoxList/cond/cond/pred_id"/job:worker/device:GPU:0*6 _class, *(loc:@PadOrClipBoxList/cond/strided_slice* _output_shapes ::* T0  PadOrClipBoxList/cond/cond/subSub PadOrClipBoxList/cond/cond/sub/x%PadOrClipBoxList/cond/cond/sub/Switch"/job:worker/device:GPU:0* T0* _output_shapes :  )PadOrClipBoxList/cond/cond/ExpandDims/dimConst$^PadOrClipBoxList/cond/cond/switch_f"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  %PadOrClipBoxList/cond/cond/ExpandDims ExpandDimsPadOrClipBoxList/cond/cond/sub)PadOrClipBoxList/cond/cond/ExpandDims/dim"/job:worker/device:GPU:0* _output_shapes :* T0* Tdim0  PadOrClipBoxList/cond/cond/MergeMerge%PadOrClipBoxList/cond/cond/ExpandDims!PadOrClipBoxList/cond/cond/concat"/job:worker/device:GPU:0*% _output_shapes :  :* N* T0  !PadOrClipBoxList/cond/zeros/ConstConst^PadOrClipBoxList/cond/switch_f"/job:worker/device:GPU:0* _output_shapes :* value B ** dtype0  PadOrClipBoxList/cond/zerosFill PadOrClipBoxList/cond/cond/Merge!PadOrClipBoxList/cond/zeros/Const"/job:worker/device:GPU:0* _output_shapes :* T0  !PadOrClipBoxList/cond/concat/axisConst^PadOrClipBoxList/cond/switch_f"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  PadOrClipBoxList/cond/concatConcatV2"PadOrClipBoxList/cond/Shape/SwitchPadOrClipBoxList/cond/zeros!PadOrClipBoxList/cond/concat/axis"/job:worker/device:GPU:0* Tidx0* _output_shapes :@* N* T0  PadOrClipBoxList/cond/MergeMergePadOrClipBoxList/cond/concatPadOrClipBoxList/cond/Gather"/job:worker/device:GPU:0* _output_shapes :@:* N* T0  PadOrClipBoxList/Shape_1Shape!BooleanMask/boolean_mask_1/Gather"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  &PadOrClipBoxList/strided_slice_1/stackConst"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  (PadOrClipBoxList/strided_slice_1/stack_1Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  (PadOrClipBoxList/strided_slice_1/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  PadOrClipBoxList/strided_slice_1 StridedSlicePadOrClipBoxList/Shape_1&PadOrClipBoxList/strided_slice_1/stack(PadOrClipBoxList/strided_slice_1/stack_1(PadOrClipBoxList/strided_slice_1/stack_2"/job:worker/device:GPU:0* new_axis_mask* T0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0 x PadOrClipBoxList/Greater_1/yConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:@  PadOrClipBoxList/Greater_1Greater PadOrClipBoxList/strided_slice_1PadOrClipBoxList/Greater_1/y"/job:worker/device:GPU:0* _output_shapes :* T0  PadOrClipBoxList/cond_1/SwitchSwitchPadOrClipBoxList/Greater_1PadOrClipBoxList/Greater_1"/job:worker/device:GPU:0* _output_shapes ::* T0  PadOrClipBoxList/cond_1/switch_tIdentity PadOrClipBoxList/cond_1/Switch:1"/job:worker/device:GPU:0* _output_shapes :* T0  PadOrClipBoxList/cond_1/switch_fIdentityPadOrClipBoxList/cond_1/Switch"/job:worker/device:GPU:0* T0 * _output_shapes :  PadOrClipBoxList/cond_1/pred_idIdentityPadOrClipBoxList/Greater_1"/job:worker/device:GPU:0* _output_shapes :* T0  #PadOrClipBoxList/cond_1/range/startConst!^PadOrClipBoxList/cond_1/switch_t"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  #PadOrClipBoxList/cond_1/range/limitConst!^PadOrClipBoxList/cond_1/switch_t"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:@  #PadOrClipBoxList/cond_1/range/deltaConst!^PadOrClipBoxList/cond_1/switch_t"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  PadOrClipBoxList/cond_1/rangeRange#PadOrClipBoxList/cond_1/range/start#PadOrClipBoxList/cond_1/range/limit#PadOrClipBoxList/cond_1/range/delta"/job:worker/device:GPU:0* Tidx0* _output_shapes :@  %PadOrClipBoxList/cond_1/Gather/SwitchSwitch!BooleanMask/boolean_mask_1/GatherPadOrClipBoxList/cond_1/pred_id"/job:worker/device:GPU:0* T0*4 _class* (&loc:@BooleanMask/boolean_mask_1/Gather*2 _output_shapes :  :    PadOrClipBoxList/cond_1/GatherGather'PadOrClipBoxList/cond_1/Gather/Switch:1PadOrClipBoxList/cond_1/range"/job:worker/device:GPU:0* Tparams0* Tindices0* _output_shapes :@* validate_indices(  PadOrClipBoxList/cond_1/RankConst!^PadOrClipBoxList/cond_1/switch_f"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  $PadOrClipBoxList/cond_1/Shape/SwitchSwitch!BooleanMask/boolean_mask_1/GatherPadOrClipBoxList/cond_1/pred_id"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0*4 _class* (&loc:@BooleanMask/boolean_mask_1/Gather  PadOrClipBoxList/cond_1/ShapeShape$PadOrClipBoxList/cond_1/Shape/Switch"/job:worker/device:GPU:0* out_type0* _output_shapes :* T0  +PadOrClipBoxList/cond_1/strided_slice/stackConst!^PadOrClipBoxList/cond_1/switch_f"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  -PadOrClipBoxList/cond_1/strided_slice/stack_1Const!^PadOrClipBoxList/cond_1/switch_f"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  -PadOrClipBoxList/cond_1/strided_slice/stack_2Const!^PadOrClipBoxList/cond_1/switch_f"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  %PadOrClipBoxList/cond_1/strided_slice StridedSlicePadOrClipBoxList/cond_1/Shape+PadOrClipBoxList/cond_1/strided_slice/stack-PadOrClipBoxList/cond_1/strided_slice/stack_1-PadOrClipBoxList/cond_1/strided_slice/stack_2"/job:worker/device:GPU:0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0  PadOrClipBoxList/cond_1/sub/xConst!^PadOrClipBoxList/cond_1/switch_f"/job:worker/device:GPU:0* _output_shapes :* value B:@* dtype0  PadOrClipBoxList/cond_1/subSubPadOrClipBoxList/cond_1/sub/x%PadOrClipBoxList/cond_1/strided_slice"/job:worker/device:GPU:0* _output_shapes :* T0  &PadOrClipBoxList/cond_1/ExpandDims/dimConst!^PadOrClipBoxList/cond_1/switch_f"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  "PadOrClipBoxList/cond_1/ExpandDims ExpandDimsPadOrClipBoxList/cond_1/sub&PadOrClipBoxList/cond_1/ExpandDims/dim"/job:worker/device:GPU:0* _output_shapes :* T0* Tdim0  !PadOrClipBoxList/cond_1/Greater/yConst!^PadOrClipBoxList/cond_1/switch_f"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  PadOrClipBoxList/cond_1/GreaterGreaterPadOrClipBoxList/cond_1/Rank!PadOrClipBoxList/cond_1/Greater/y"/job:worker/device:GPU:0* _output_shapes :* T0  #PadOrClipBoxList/cond_1/cond/SwitchSwitchPadOrClipBoxList/cond_1/GreaterPadOrClipBoxList/cond_1/Greater"/job:worker/device:GPU:0* _output_shapes ::* T0  %PadOrClipBoxList/cond_1/cond/switch_tIdentity%PadOrClipBoxList/cond_1/cond/Switch:1"/job:worker/device:GPU:0* _output_shapes :* T0  %PadOrClipBoxList/cond_1/cond/switch_fIdentity#PadOrClipBoxList/cond_1/cond/Switch"/job:worker/device:GPU:0* _output_shapes :* T0  $PadOrClipBoxList/cond_1/cond/pred_idIdentityPadOrClipBoxList/cond_1/Greater"/job:worker/device:GPU:0* _output_shapes :* T0  0PadOrClipBoxList/cond_1/cond/strided_slice/stackConst&^PadOrClipBoxList/cond_1/cond/switch_t"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  2PadOrClipBoxList/cond_1/cond/strided_slice/stack_1Const&^PadOrClipBoxList/cond_1/cond/switch_t"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  2PadOrClipBoxList/cond_1/cond/strided_slice/stack_2Const&^PadOrClipBoxList/cond_1/cond/switch_t"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  1PadOrClipBoxList/cond_1/cond/strided_slice/SwitchSwitchPadOrClipBoxList/cond_1/Shape$PadOrClipBoxList/cond_1/cond/pred_id"/job:worker/device:GPU:0*0 _class& $"loc:@PadOrClipBoxList/cond_1/Shape* _output_shapes ::* T0  *PadOrClipBoxList/cond_1/cond/strided_slice StridedSlice3PadOrClipBoxList/cond_1/cond/strided_slice/Switch:10PadOrClipBoxList/cond_1/cond/strided_slice/stack2PadOrClipBoxList/cond_1/cond/strided_slice/stack_12PadOrClipBoxList/cond_1/cond/strided_slice/stack_2"/job:worker/device:GPU:0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0  (PadOrClipBoxList/cond_1/cond/concat/axisConst&^PadOrClipBoxList/cond_1/cond/switch_t"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  *PadOrClipBoxList/cond_1/cond/concat/SwitchSwitch"PadOrClipBoxList/cond_1/ExpandDims$PadOrClipBoxList/cond_1/cond/pred_id"/job:worker/device:GPU:0*5 _class+ )'loc:@PadOrClipBoxList/cond_1/ExpandDims* _output_shapes ::* T0  #PadOrClipBoxList/cond_1/cond/concatConcatV2,PadOrClipBoxList/cond_1/cond/concat/Switch:1*PadOrClipBoxList/cond_1/cond/strided_slice(PadOrClipBoxList/cond_1/cond/concat/axis"/job:worker/device:GPU:0* Tidx0* _output_shapes :* N* T0  "PadOrClipBoxList/cond_1/cond/sub/xConst&^PadOrClipBoxList/cond_1/cond/switch_f"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:@  'PadOrClipBoxList/cond_1/cond/sub/SwitchSwitch%PadOrClipBoxList/cond_1/strided_slice$PadOrClipBoxList/cond_1/cond/pred_id"/job:worker/device:GPU:0* _output_shapes ::* T0*8 _class. ,*loc:@PadOrClipBoxList/cond_1/strided_slice  PadOrClipBoxList/cond_1/cond/subSub"PadOrClipBoxList/cond_1/cond/sub/x'PadOrClipBoxList/cond_1/cond/sub/Switch"/job:worker/device:GPU:0* _output_shapes :* T0  +PadOrClipBoxList/cond_1/cond/ExpandDims/dimConst&^PadOrClipBoxList/cond_1/cond/switch_f"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  'PadOrClipBoxList/cond_1/cond/ExpandDims ExpandDims PadOrClipBoxList/cond_1/cond/sub+PadOrClipBoxList/cond_1/cond/ExpandDims/dim"/job:worker/device:GPU:0* _output_shapes :* T0* Tdim0  "PadOrClipBoxList/cond_1/cond/MergeMerge'PadOrClipBoxList/cond_1/cond/ExpandDims#PadOrClipBoxList/cond_1/cond/concat"/job:worker/device:GPU:0* _output_shapes ::* N* T0  #PadOrClipBoxList/cond_1/zeros/ConstConst!^PadOrClipBoxList/cond_1/switch_f"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B *  PadOrClipBoxList/cond_1/zerosFill"PadOrClipBoxList/cond_1/cond/Merge#PadOrClipBoxList/cond_1/zeros/Const"/job:worker/device:GPU:0*# _output_shapes :  * T0  #PadOrClipBoxList/cond_1/concat/axisConst!^PadOrClipBoxList/cond_1/switch_f"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  PadOrClipBoxList/cond_1/concatConcatV2$PadOrClipBoxList/cond_1/Shape/SwitchPadOrClipBoxList/cond_1/zeros#PadOrClipBoxList/cond_1/concat/axis"/job:worker/device:GPU:0* Tidx0* _output_shapes :@* N* T0  PadOrClipBoxList/cond_1/MergeMergePadOrClipBoxList/cond_1/concatPadOrClipBoxList/cond_1/Gather"/job:worker/device:GPU:0* _output_shapes :@:* N* T0  PadOrClipBoxList/Shape_2Shape!BooleanMask/boolean_mask_2/Gather"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  &PadOrClipBoxList/strided_slice_2/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  (PadOrClipBoxList/strided_slice_2/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  (PadOrClipBoxList/strided_slice_2/stack_2Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  PadOrClipBoxList/strided_slice_2 StridedSlicePadOrClipBoxList/Shape_2&PadOrClipBoxList/strided_slice_2/stack(PadOrClipBoxList/strided_slice_2/stack_1(PadOrClipBoxList/strided_slice_2/stack_2"/job:worker/device:GPU:0* ellipsis_mask* end_mask* Index0* new_axis_mask* T0* begin_mask* _output_shapes :* shrink_axis_mask x PadOrClipBoxList/Greater_2/yConst"/job:worker/device:GPU:0* value B:@* dtype0* _output_shapes :  PadOrClipBoxList/Greater_2Greater PadOrClipBoxList/strided_slice_2PadOrClipBoxList/Greater_2/y"/job:worker/device:GPU:0* T0* _output_shapes :  PadOrClipBoxList/cond_2/SwitchSwitchPadOrClipBoxList/Greater_2PadOrClipBoxList/Greater_2"/job:worker/device:GPU:0* _output_shapes ::* T0  PadOrClipBoxList/cond_2/switch_tIdentity PadOrClipBoxList/cond_2/Switch:1"/job:worker/device:GPU:0* _output_shapes :* T0  PadOrClipBoxList/cond_2/switch_fIdentityPadOrClipBoxList/cond_2/Switch"/job:worker/device:GPU:0* _output_shapes :* T0  PadOrClipBoxList/cond_2/pred_idIdentityPadOrClipBoxList/Greater_2"/job:worker/device:GPU:0* _output_shapes :* T0  #PadOrClipBoxList/cond_2/range/startConst!^PadOrClipBoxList/cond_2/switch_t"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  #PadOrClipBoxList/cond_2/range/limitConst!^PadOrClipBoxList/cond_2/switch_t"/job:worker/device:GPU:0* _output_shapes :* value B:@* dtype0  #PadOrClipBoxList/cond_2/range/deltaConst!^PadOrClipBoxList/cond_2/switch_t"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  PadOrClipBoxList/cond_2/rangeRange#PadOrClipBoxList/cond_2/range/start#PadOrClipBoxList/cond_2/range/limit#PadOrClipBoxList/cond_2/range/delta"/job:worker/device:GPU:0* Tidx0* _output_shapes :@  %PadOrClipBoxList/cond_2/Gather/SwitchSwitch!BooleanMask/boolean_mask_2/GatherPadOrClipBoxList/cond_2/pred_id"/job:worker/device:GPU:0*4 _class* (&loc:@BooleanMask/boolean_mask_2/Gather*2 _output_shapes :  :  * T0  PadOrClipBoxList/cond_2/GatherGather'PadOrClipBoxList/cond_2/Gather/Switch:1PadOrClipBoxList/cond_2/range"/job:worker/device:GPU:0* Tindices0* _output_shapes :@* validate_indices(* Tparams0  PadOrClipBoxList/cond_2/RankConst!^PadOrClipBoxList/cond_2/switch_f"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  $PadOrClipBoxList/cond_2/Shape/SwitchSwitch!BooleanMask/boolean_mask_2/GatherPadOrClipBoxList/cond_2/pred_id"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0*4 _class* (&loc:@BooleanMask/boolean_mask_2/Gather  PadOrClipBoxList/cond_2/ShapeShape$PadOrClipBoxList/cond_2/Shape/Switch"/job:worker/device:GPU:0* out_type0* _output_shapes :* T0  +PadOrClipBoxList/cond_2/strided_slice/stackConst!^PadOrClipBoxList/cond_2/switch_f"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  -PadOrClipBoxList/cond_2/strided_slice/stack_1Const!^PadOrClipBoxList/cond_2/switch_f"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  -PadOrClipBoxList/cond_2/strided_slice/stack_2Const!^PadOrClipBoxList/cond_2/switch_f"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  %PadOrClipBoxList/cond_2/strided_slice StridedSlicePadOrClipBoxList/cond_2/Shape+PadOrClipBoxList/cond_2/strided_slice/stack-PadOrClipBoxList/cond_2/strided_slice/stack_1-PadOrClipBoxList/cond_2/strided_slice/stack_2"/job:worker/device:GPU:0* ellipsis_mask* end_mask* Index0* new_axis_mask* T0* begin_mask* _output_shapes :* shrink_axis_mask  PadOrClipBoxList/cond_2/sub/xConst!^PadOrClipBoxList/cond_2/switch_f"/job:worker/device:GPU:0* value B:@* dtype0* _output_shapes :  PadOrClipBoxList/cond_2/subSubPadOrClipBoxList/cond_2/sub/x%PadOrClipBoxList/cond_2/strided_slice"/job:worker/device:GPU:0* T0* _output_shapes :  &PadOrClipBoxList/cond_2/ExpandDims/dimConst!^PadOrClipBoxList/cond_2/switch_f"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  "PadOrClipBoxList/cond_2/ExpandDims ExpandDimsPadOrClipBoxList/cond_2/sub&PadOrClipBoxList/cond_2/ExpandDims/dim"/job:worker/device:GPU:0* _output_shapes :* T0* Tdim0  !PadOrClipBoxList/cond_2/Greater/yConst!^PadOrClipBoxList/cond_2/switch_f"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  PadOrClipBoxList/cond_2/GreaterGreaterPadOrClipBoxList/cond_2/Rank!PadOrClipBoxList/cond_2/Greater/y"/job:worker/device:GPU:0* _output_shapes :* T0  #PadOrClipBoxList/cond_2/cond/SwitchSwitchPadOrClipBoxList/cond_2/GreaterPadOrClipBoxList/cond_2/Greater"/job:worker/device:GPU:0* _output_shapes ::* T0  %PadOrClipBoxList/cond_2/cond/switch_tIdentity%PadOrClipBoxList/cond_2/cond/Switch:1"/job:worker/device:GPU:0* T0 * _output_shapes :  %PadOrClipBoxList/cond_2/cond/switch_fIdentity#PadOrClipBoxList/cond_2/cond/Switch"/job:worker/device:GPU:0* T0 * _output_shapes :  $PadOrClipBoxList/cond_2/cond/pred_idIdentityPadOrClipBoxList/cond_2/Greater"/job:worker/device:GPU:0* _output_shapes :* T0  0PadOrClipBoxList/cond_2/cond/strided_slice/stackConst&^PadOrClipBoxList/cond_2/cond/switch_t"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  2PadOrClipBoxList/cond_2/cond/strided_slice/stack_1Const&^PadOrClipBoxList/cond_2/cond/switch_t"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  2PadOrClipBoxList/cond_2/cond/strided_slice/stack_2Const&^PadOrClipBoxList/cond_2/cond/switch_t"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  1PadOrClipBoxList/cond_2/cond/strided_slice/SwitchSwitchPadOrClipBoxList/cond_2/Shape$PadOrClipBoxList/cond_2/cond/pred_id"/job:worker/device:GPU:0*0 _class& $"loc:@PadOrClipBoxList/cond_2/Shape* _output_shapes ::* T0  *PadOrClipBoxList/cond_2/cond/strided_slice StridedSlice3PadOrClipBoxList/cond_2/cond/strided_slice/Switch:10PadOrClipBoxList/cond_2/cond/strided_slice/stack2PadOrClipBoxList/cond_2/cond/strided_slice/stack_12PadOrClipBoxList/cond_2/cond/strided_slice/stack_2"/job:worker/device:GPU:0* begin_mask* _output_shapes :* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0  (PadOrClipBoxList/cond_2/cond/concat/axisConst&^PadOrClipBoxList/cond_2/cond/switch_t"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  *PadOrClipBoxList/cond_2/cond/concat/SwitchSwitch"PadOrClipBoxList/cond_2/ExpandDims$PadOrClipBoxList/cond_2/cond/pred_id"/job:worker/device:GPU:0* _output_shapes ::* T0*5 _class+ )'loc:@PadOrClipBoxList/cond_2/ExpandDims  #PadOrClipBoxList/cond_2/cond/concatConcatV2,PadOrClipBoxList/cond_2/cond/concat/Switch:1*PadOrClipBoxList/cond_2/cond/strided_slice(PadOrClipBoxList/cond_2/cond/concat/axis"/job:worker/device:GPU:0* N* T0* Tidx0* _output_shapes :  "PadOrClipBoxList/cond_2/cond/sub/xConst&^PadOrClipBoxList/cond_2/cond/switch_f"/job:worker/device:GPU:0* value B:@* dtype0* _output_shapes :  'PadOrClipBoxList/cond_2/cond/sub/SwitchSwitch%PadOrClipBoxList/cond_2/strided_slice$PadOrClipBoxList/cond_2/cond/pred_id"/job:worker/device:GPU:0*8 _class. ,*loc:@PadOrClipBoxList/cond_2/strided_slice* _output_shapes ::* T0  PadOrClipBoxList/cond_2/cond/subSub"PadOrClipBoxList/cond_2/cond/sub/x'PadOrClipBoxList/cond_2/cond/sub/Switch"/job:worker/device:GPU:0* _output_shapes :* T0  +PadOrClipBoxList/cond_2/cond/ExpandDims/dimConst&^PadOrClipBoxList/cond_2/cond/switch_f"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  'PadOrClipBoxList/cond_2/cond/ExpandDims ExpandDims PadOrClipBoxList/cond_2/cond/sub+PadOrClipBoxList/cond_2/cond/ExpandDims/dim"/job:worker/device:GPU:0* Tdim0* _output_shapes :* T0  "PadOrClipBoxList/cond_2/cond/MergeMerge'PadOrClipBoxList/cond_2/cond/ExpandDims#PadOrClipBoxList/cond_2/cond/concat"/job:worker/device:GPU:0* _output_shapes ::* N* T0  #PadOrClipBoxList/cond_2/zeros/ConstConst!^PadOrClipBoxList/cond_2/switch_f"/job:worker/device:GPU:0* value B ** dtype0* _output_shapes :  PadOrClipBoxList/cond_2/zerosFill"PadOrClipBoxList/cond_2/cond/Merge#PadOrClipBoxList/cond_2/zeros/Const"/job:worker/device:GPU:0*# _output_shapes :  * T0  #PadOrClipBoxList/cond_2/concat/axisConst!^PadOrClipBoxList/cond_2/switch_f"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  PadOrClipBoxList/cond_2/concatConcatV2$PadOrClipBoxList/cond_2/Shape/SwitchPadOrClipBoxList/cond_2/zeros#PadOrClipBoxList/cond_2/concat/axis"/job:worker/device:GPU:0* Tidx0* _output_shapes :@* N* T0  PadOrClipBoxList/cond_2/MergeMergePadOrClipBoxList/cond_2/concatPadOrClipBoxList/cond_2/Gather"/job:worker/device:GPU:0* N* T0* _output_shapes :@:  PadOrClipBoxList/Shape_3ShapeMaxPool2D/MaxPool"/job:worker/device:GPU:0* out_type0* _output_shapes :* T0  &PadOrClipBoxList/strided_slice_3/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  (PadOrClipBoxList/strided_slice_3/stack_1Const"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  (PadOrClipBoxList/strided_slice_3/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  PadOrClipBoxList/strided_slice_3 StridedSlicePadOrClipBoxList/Shape_3&PadOrClipBoxList/strided_slice_3/stack(PadOrClipBoxList/strided_slice_3/stack_1(PadOrClipBoxList/strided_slice_3/stack_2"/job:worker/device:GPU:0* ellipsis_mask* end_mask* Index0* new_axis_mask* T0* _output_shapes :* begin_mask* shrink_axis_mask x PadOrClipBoxList/Greater_3/yConst"/job:worker/device:GPU:0* value B:@* dtype0* _output_shapes :  PadOrClipBoxList/Greater_3Greater PadOrClipBoxList/strided_slice_3PadOrClipBoxList/Greater_3/y"/job:worker/device:GPU:0* T0* _output_shapes :  PadOrClipBoxList/cond_3/SwitchSwitchPadOrClipBoxList/Greater_3PadOrClipBoxList/Greater_3"/job:worker/device:GPU:0* _output_shapes ::* T0  PadOrClipBoxList/cond_3/switch_tIdentity PadOrClipBoxList/cond_3/Switch:1"/job:worker/device:GPU:0* T0 * _output_shapes :  PadOrClipBoxList/cond_3/switch_fIdentityPadOrClipBoxList/cond_3/Switch"/job:worker/device:GPU:0* T0 * _output_shapes :  PadOrClipBoxList/cond_3/pred_idIdentityPadOrClipBoxList/Greater_3"/job:worker/device:GPU:0* _output_shapes :* T0  #PadOrClipBoxList/cond_3/range/startConst!^PadOrClipBoxList/cond_3/switch_t"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  #PadOrClipBoxList/cond_3/range/limitConst!^PadOrClipBoxList/cond_3/switch_t"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:@  #PadOrClipBoxList/cond_3/range/deltaConst!^PadOrClipBoxList/cond_3/switch_t"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  PadOrClipBoxList/cond_3/rangeRange#PadOrClipBoxList/cond_3/range/start#PadOrClipBoxList/cond_3/range/limit#PadOrClipBoxList/cond_3/range/delta"/job:worker/device:GPU:0* Tidx0* _output_shapes :@  %PadOrClipBoxList/cond_3/Gather/SwitchSwitchMaxPool2D/MaxPoolPadOrClipBoxList/cond_3/pred_id"/job:worker/device:GPU:0*$ _class loc:@MaxPool2D/MaxPool*L _output_shapes: 8: : * T0  PadOrClipBoxList/cond_3/GatherGather'PadOrClipBoxList/cond_3/Gather/Switch:1PadOrClipBoxList/cond_3/range"/job:worker/device:GPU:0* Tparams0* Tindices0*' _output_shapes :@* validate_indices(  PadOrClipBoxList/cond_3/RankConst!^PadOrClipBoxList/cond_3/switch_f"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  $PadOrClipBoxList/cond_3/Shape/SwitchSwitchMaxPool2D/MaxPoolPadOrClipBoxList/cond_3/pred_id"/job:worker/device:GPU:0*$ _class loc:@MaxPool2D/MaxPool*L _output_shapes: 8: : * T0  PadOrClipBoxList/cond_3/ShapeShape$PadOrClipBoxList/cond_3/Shape/Switch"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  +PadOrClipBoxList/cond_3/strided_slice/stackConst!^PadOrClipBoxList/cond_3/switch_f"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  -PadOrClipBoxList/cond_3/strided_slice/stack_1Const!^PadOrClipBoxList/cond_3/switch_f"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  -PadOrClipBoxList/cond_3/strided_slice/stack_2Const!^PadOrClipBoxList/cond_3/switch_f"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  %PadOrClipBoxList/cond_3/strided_slice StridedSlicePadOrClipBoxList/cond_3/Shape+PadOrClipBoxList/cond_3/strided_slice/stack-PadOrClipBoxList/cond_3/strided_slice/stack_1-PadOrClipBoxList/cond_3/strided_slice/stack_2"/job:worker/device:GPU:0* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0* _output_shapes :* begin_mask  PadOrClipBoxList/cond_3/sub/xConst!^PadOrClipBoxList/cond_3/switch_f"/job:worker/device:GPU:0* value B:@* dtype0* _output_shapes :  PadOrClipBoxList/cond_3/subSubPadOrClipBoxList/cond_3/sub/x%PadOrClipBoxList/cond_3/strided_slice"/job:worker/device:GPU:0* _output_shapes :* T0  &PadOrClipBoxList/cond_3/ExpandDims/dimConst!^PadOrClipBoxList/cond_3/switch_f"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  "PadOrClipBoxList/cond_3/ExpandDims ExpandDimsPadOrClipBoxList/cond_3/sub&PadOrClipBoxList/cond_3/ExpandDims/dim"/job:worker/device:GPU:0* Tdim0* _output_shapes :* T0  !PadOrClipBoxList/cond_3/Greater/yConst!^PadOrClipBoxList/cond_3/switch_f"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  PadOrClipBoxList/cond_3/GreaterGreaterPadOrClipBoxList/cond_3/Rank!PadOrClipBoxList/cond_3/Greater/y"/job:worker/device:GPU:0* _output_shapes :* T0  #PadOrClipBoxList/cond_3/cond/SwitchSwitchPadOrClipBoxList/cond_3/GreaterPadOrClipBoxList/cond_3/Greater"/job:worker/device:GPU:0* _output_shapes ::* T0  %PadOrClipBoxList/cond_3/cond/switch_tIdentity%PadOrClipBoxList/cond_3/cond/Switch:1"/job:worker/device:GPU:0* _output_shapes :* T0  %PadOrClipBoxList/cond_3/cond/switch_fIdentity#PadOrClipBoxList/cond_3/cond/Switch"/job:worker/device:GPU:0* _output_shapes :* T0  $PadOrClipBoxList/cond_3/cond/pred_idIdentityPadOrClipBoxList/cond_3/Greater"/job:worker/device:GPU:0* T0 * _output_shapes :  0PadOrClipBoxList/cond_3/cond/strided_slice/stackConst&^PadOrClipBoxList/cond_3/cond/switch_t"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  2PadOrClipBoxList/cond_3/cond/strided_slice/stack_1Const&^PadOrClipBoxList/cond_3/cond/switch_t"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  2PadOrClipBoxList/cond_3/cond/strided_slice/stack_2Const&^PadOrClipBoxList/cond_3/cond/switch_t"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  1PadOrClipBoxList/cond_3/cond/strided_slice/SwitchSwitchPadOrClipBoxList/cond_3/Shape$PadOrClipBoxList/cond_3/cond/pred_id"/job:worker/device:GPU:0* T0*0 _class& $"loc:@PadOrClipBoxList/cond_3/Shape* _output_shapes ::  *PadOrClipBoxList/cond_3/cond/strided_slice StridedSlice3PadOrClipBoxList/cond_3/cond/strided_slice/Switch:10PadOrClipBoxList/cond_3/cond/strided_slice/stack2PadOrClipBoxList/cond_3/cond/strided_slice/stack_12PadOrClipBoxList/cond_3/cond/strided_slice/stack_2"/job:worker/device:GPU:0* Index0* new_axis_mask* T0* begin_mask* _output_shapes :* shrink_axis_mask* ellipsis_mask* end_mask  (PadOrClipBoxList/cond_3/cond/concat/axisConst&^PadOrClipBoxList/cond_3/cond/switch_t"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  *PadOrClipBoxList/cond_3/cond/concat/SwitchSwitch"PadOrClipBoxList/cond_3/ExpandDims$PadOrClipBoxList/cond_3/cond/pred_id"/job:worker/device:GPU:0* T0*5 _class+ )'loc:@PadOrClipBoxList/cond_3/ExpandDims* _output_shapes ::  #PadOrClipBoxList/cond_3/cond/concatConcatV2,PadOrClipBoxList/cond_3/cond/concat/Switch:1*PadOrClipBoxList/cond_3/cond/strided_slice(PadOrClipBoxList/cond_3/cond/concat/axis"/job:worker/device:GPU:0* N* T0* Tidx0* _output_shapes :  "PadOrClipBoxList/cond_3/cond/sub/xConst&^PadOrClipBoxList/cond_3/cond/switch_f"/job:worker/device:GPU:0* value B:@* dtype0* _output_shapes :  'PadOrClipBoxList/cond_3/cond/sub/SwitchSwitch%PadOrClipBoxList/cond_3/strided_slice$PadOrClipBoxList/cond_3/cond/pred_id"/job:worker/device:GPU:0*8 _class. ,*loc:@PadOrClipBoxList/cond_3/strided_slice* _output_shapes ::* T0  PadOrClipBoxList/cond_3/cond/subSub"PadOrClipBoxList/cond_3/cond/sub/x'PadOrClipBoxList/cond_3/cond/sub/Switch"/job:worker/device:GPU:0* _output_shapes :* T0  +PadOrClipBoxList/cond_3/cond/ExpandDims/dimConst&^PadOrClipBoxList/cond_3/cond/switch_f"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  'PadOrClipBoxList/cond_3/cond/ExpandDims ExpandDims PadOrClipBoxList/cond_3/cond/sub+PadOrClipBoxList/cond_3/cond/ExpandDims/dim"/job:worker/device:GPU:0* Tdim0* _output_shapes :* T0  "PadOrClipBoxList/cond_3/cond/MergeMerge'PadOrClipBoxList/cond_3/cond/ExpandDims#PadOrClipBoxList/cond_3/cond/concat"/job:worker/device:GPU:0*% _output_shapes :  :* N* T0  #PadOrClipBoxList/cond_3/zeros/ConstConst!^PadOrClipBoxList/cond_3/switch_f"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B *  PadOrClipBoxList/cond_3/zerosFill"PadOrClipBoxList/cond_3/cond/Merge#PadOrClipBoxList/cond_3/zeros/Const"/job:worker/device:GPU:0* _output_shapes :* T0  #PadOrClipBoxList/cond_3/concat/axisConst!^PadOrClipBoxList/cond_3/switch_f"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  PadOrClipBoxList/cond_3/concatConcatV2$PadOrClipBoxList/cond_3/Shape/SwitchPadOrClipBoxList/cond_3/zeros#PadOrClipBoxList/cond_3/concat/axis"/job:worker/device:GPU:0* N* T0* Tidx0*' _output_shapes :@  PadOrClipBoxList/cond_3/MergeMergePadOrClipBoxList/cond_3/concatPadOrClipBoxList/cond_3/Gather"/job:worker/device:GPU:0*) _output_shapes :@:* N* T0  stack_5PackPadOrClipBoxList/cond/Merge"/job:worker/device:GPU:0* axis*" _output_shapes : @* N* T0  stack_6PackPadOrClipBoxList/cond_2/Merge"/job:worker/device:GPU:0* axis* _output_shapes :@* N* T0 u stack_7Packstrided_slice_13"/job:worker/device:GPU:0* axis* _output_shapes :* N* T0  stack_8PackPadOrClipBoxList/cond_3/Merge"/job:worker/device:GPU:0* axis*+ _output_shapes :@* N* T0 z map_2/ShapeConst"/job:worker/device:GPU:0*! valueB" @* dtype0* _output_shapes : } map_2/strided_slice/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  map_2/strided_slice/stack_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  map_2/strided_slice/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  map_2/strided_slice StridedSlice map_2/Shapemap_2/strided_slice/stackmap_2/strided_slice/stack_1map_2/strided_slice/stack_2"/job:worker/device:GPU:0* Index0* new_axis_mask* T0* begin_mask* _output_shapes :* shrink_axis_mask* ellipsis_mask* end_mask  map_2/TensorArray TensorArrayV3map_2/strided_slice* clear_after_read(* tensor_array_name* dynamic_size(* _output_shapes ::* element_shape:* dtype0  map_2/TensorArrayUnstack/ShapeConst"/job:worker/device:GPU:0*! valueB" @* dtype0* _output_shapes :  ,map_2/TensorArrayUnstack/strided_slice/stackConst"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  .map_2/TensorArrayUnstack/strided_slice/stack_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  .map_2/TensorArrayUnstack/strided_slice/stack_2Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  &map_2/TensorArrayUnstack/strided_slice StridedSlicemap_2/TensorArrayUnstack/Shape,map_2/TensorArrayUnstack/strided_slice/stack.map_2/TensorArrayUnstack/strided_slice/stack_1.map_2/TensorArrayUnstack/strided_slice/stack_2"/job:worker/device:GPU:0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0* new_axis_mask* T0  $map_2/TensorArrayUnstack/range/startConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  $map_2/TensorArrayUnstack/range/deltaConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  map_2/TensorArrayUnstack/rangeRange$map_2/TensorArrayUnstack/range/start&map_2/TensorArrayUnstack/strided_slice$map_2/TensorArrayUnstack/range/delta"/job:worker/device:GPU:0* Tidx0*# _output_shapes :    @map_2/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3TensorArrayScatterV3map_2/TensorArraymap_2/TensorArrayUnstack/rangestack_5map_2/TensorArray:1"/job:worker/device:GPU:0* _class  loc:@stack_5* _output_shapes :* T0 g map_2/ConstConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  map_2/TensorArray_1 TensorArrayV3map_2/strided_slice* clear_after_read(* tensor_array_name* dynamic_size(* _output_shapes ::* element_shape:* dtype0  map_2/while/EnterEnter map_2/Const"/job:worker/device:GPU:0*( frame_namemap_2/while/map_2/while/* is_constant(* _output_shapes :* parallel_iterations* T0  map_2/while/Enter_1Entermap_2/TensorArray_1:1"/job:worker/device:GPU:0* parallel_iterations* T0*( frame_namemap_2/while/map_2/while/* is_constant(* _output_shapes :  map_2/while/MergeMergemap_2/while/Entermap_2/while/NextIteration"/job:worker/device:GPU:0* _output_shapes ::* N* T0  map_2/while/Merge_1Mergemap_2/while/Enter_1map_2/while/NextIteration_1"/job:worker/device:GPU:0* _output_shapes ::* N* T0  map_2/while/Less/EnterEntermap_2/strided_slice"/job:worker/device:GPU:0* is_constant(* _output_shapes :* parallel_iterations* T0*( frame_namemap_2/while/map_2/while/ ~ map_2/while/LessLessmap_2/while/Mergemap_2/while/Less/Enter"/job:worker/device:GPU:0* _output_shapes :* T0 d map_2/while/LoopCondLoopCondmap_2/while/Less"/job:worker/device:GPU:0* _output_shapes :  map_2/while/SwitchSwitchmap_2/while/Mergemap_2/while/LoopCond"/job:worker/device:GPU:0*$ _class loc:@map_2/while/Merge* _output_shapes ::* T0  map_2/while/Switch_1Switchmap_2/while/Merge_1map_2/while/LoopCond"/job:worker/device:GPU:0* _output_shapes ::* T0*& _class loc:@map_2/while/Merge_1 q map_2/while/IdentityIdentitymap_2/while/Switch:1"/job:worker/device:GPU:0* T0* _output_shapes : u map_2/while/Identity_1Identitymap_2/while/Switch_1:1"/job:worker/device:GPU:0* _output_shapes :* T0  #map_2/while/TensorArrayReadV3/EnterEntermap_2/TensorArray"/job:worker/device:GPU:0* is_constant(* _output_shapes :* 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parallel_iterations* T0  map_2/while/strided_slice StridedSlicemap_2/while/strided_slice/Entermap_2/while/strided_slice/stack!map_2/while/strided_slice/stack_1!map_2/while/strided_slice/stack_2"/job:worker/device:GPU:0* new_axis_mask* T0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0  !map_2/while/strided_slice_1/stackConst^map_2/while/Identity"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  #map_2/while/strided_slice_1/stack_1Const^map_2/while/Identity"/job:worker/device:GPU:0* _output_shapes :* value B :* dtype0  #map_2/while/strided_slice_1/stack_2Const^map_2/while/Identity"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  map_2/while/strided_slice_1 StridedSlicemap_2/while/strided_slice/Enter!map_2/while/strided_slice_1/stack#map_2/while/strided_slice_1/stack_1#map_2/while/strided_slice_1/stack_2"/job:worker/device:GPU:0* Index0* new_axis_mask* T0* begin_mask* _output_shapes :* shrink_axis_mask* ellipsis_mask* end_mask  &map_2/while/ToAbsoluteCoordinates/CastCastmap_2/while/strided_slice"/job:worker/device:GPU:0* _output_shapes :* SrcT0* DstT0  (map_2/while/ToAbsoluteCoordinates/Cast_1Castmap_2/while/strided_slice_1"/job:worker/device:GPU:0* SrcT0* DstT0* _output_shapes :  -map_2/while/ToAbsoluteCoordinates/Scale/ConstConst^map_2/while/Identity"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  7map_2/while/ToAbsoluteCoordinates/Scale/split/split_dimConst^map_2/while/Identity"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  -map_2/while/ToAbsoluteCoordinates/Scale/splitSplit7map_2/while/ToAbsoluteCoordinates/Scale/split/split_dimmap_2/while/TensorArrayReadV3"/job:worker/device:GPU:0*< _output_shapes* (:@:@:@:@* T0* num_split  +map_2/while/ToAbsoluteCoordinates/Scale/mulMul&map_2/while/ToAbsoluteCoordinates/Cast-map_2/while/ToAbsoluteCoordinates/Scale/split"/job:worker/device:GPU:0* T0* _output_shapes :@  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dtype0  map_2/TensorArrayStack/rangeRange"map_2/TensorArrayStack/range/start(map_2/TensorArrayStack/TensorArraySizeV3"map_2/TensorArrayStack/range/delta*& _class loc:@map_2/TensorArray_1* Tidx0*# _output_shapes :    *map_2/TensorArrayStack/TensorArrayGatherV3TensorArrayGatherV3map_2/TensorArray_1map_2/TensorArrayStack/rangemap_2/while/Exit_1* element_shape :@*& _class loc:@map_2/TensorArray_1* dtype0*" _output_shapes : @  Shape_17Const"/job:worker/device:GPU:0* _output_shapes :*) value B"@* dtype0 z strided_slice_14/stackConst"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  strided_slice_14/stack_1Const"/job:worker/device:GPU:0* _output_shapes :* valueB: * dtype0 | strided_slice_14/stack_2Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  strided_slice_14 StridedSliceShape_17strided_slice_14/stackstrided_slice_14/stack_1strided_slice_14/stack_2"/job:worker/device:GPU:0* _output_shapes :* begin_mask* shrink_axis_mask* ellipsis_mask* end_mask* Index0* 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][loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/weights* dtype0* _output_shapes :  zSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/weights/Initializer/truncated_normal/stddevConst*i _class_ ][loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/weights* dtype0* _output_shapes :* value B *dN=  SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/weights/Initializer/truncated_normal/TruncatedNormalTruncatedNormalySecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/weights/Initializer/truncated_normal/shape*i _class_ ][loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/weights*( _output_shapes :* dtype0* seed2* seed* T0  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vSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean/Initializer/zerosConst* valueB**w _classm kiloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean* dtype0* _output_shapes :  dSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean VariableV2"/job:ps/task:1/device:CPU:0* shared_name* _output_shapes :* dtype0* container* shape:*w _classm kiloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean  kSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean/AssignAssigndSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_meanvSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean/Initializer/zeros"/job:ps/task:1/device:CPU:0* T0* validate_shape(*w _classm 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save/Constsave/RestoreV2_2/tensor_names!save/RestoreV2_2/shape_and_slices"/job:ps/task:2/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_2Assign`FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_2"/job:ps/task:2/device:CPU:0* validate_shape(*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :@* T0  save/RestoreV2_3/tensor_namesConst"/job:ps/task:3/device:CPU:0*^ valueUBSBIresnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0* _output_shapes :  !save/RestoreV2_3/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_3 RestoreV2 save/Constsave/RestoreV2_3/tensor_names!save/RestoreV2_3/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_3AssigndFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variancesave/RestoreV2_3"/job:ps/task:3/device:CPU:0*w _classm kiloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance* use_locking(* _output_shapes :@* T0* validate_shape(  save/RestoreV2_4/tensor_namesConst"/job:ps/task:10/device:CPU:0* dtype0* _output_shapes :*L valueCBAB7resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/weights  !save/RestoreV2_4/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_4 RestoreV2 save/Constsave/RestoreV2_4/tensor_names!save/RestoreV2_4/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_4AssignRFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/weightssave/RestoreV2_4"/job:ps/task:10/device:CPU:0* validate_shape(*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/weights* use_locking(*& _output_shapes :@@* T0  save/RestoreV2_5/tensor_namesConst"/job:ps/task:5/device:CPU:0*S valueJBHB>resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/beta* dtype0* _output_shapes :  !save/RestoreV2_5/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_5 RestoreV2 save/Constsave/RestoreV2_5/tensor_names!save/RestoreV2_5/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_5AssignYFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_5"/job:ps/task:5/device:CPU:0* validate_shape(*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :@* T0  save/RestoreV2_6/tensor_namesConst"/job:ps/task:6/device:CPU:0*T valueKBIB?resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/gamma* dtype0* _output_shapes :  !save/RestoreV2_6/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_6 RestoreV2 save/Constsave/RestoreV2_6/tensor_names!save/RestoreV2_6/shape_and_slices"/job:ps/task:6/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_6AssignZFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_6"/job:ps/task:6/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :@* T0  save/RestoreV2_7/tensor_namesConst"/job:ps/task:7/device:CPU:0* dtype0* _output_shapes :*Z valueQBOBEresnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean  !save/RestoreV2_7/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_7 RestoreV2 save/Constsave/RestoreV2_7/tensor_names!save/RestoreV2_7/shape_and_slices"/job:ps/task:7/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_7Assign`FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_7"/job:ps/task:7/device:CPU:0* T0* validate_shape(*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(* _output_shapes :@  save/RestoreV2_8/tensor_namesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :*^ valueUBSBIresnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance  !save/RestoreV2_8/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_8 RestoreV2 save/Constsave/RestoreV2_8/tensor_names!save/RestoreV2_8/shape_and_slices"/job:ps/task:8/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_8AssigndFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variancesave/RestoreV2_8"/job:ps/task:8/device:CPU:0* validate_shape(*w _classm kiloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance* use_locking(* _output_shapes :@* T0  save/RestoreV2_9/tensor_namesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :*L valueCBAB7resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/weights  !save/RestoreV2_9/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_9 RestoreV2 save/Constsave/RestoreV2_9/tensor_names!save/RestoreV2_9/shape_and_slices"/job:ps/task:4/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_9AssignRFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/weightssave/RestoreV2_9"/job:ps/task:4/device:CPU:0* T0* validate_shape(*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/weights* use_locking(*& _output_shapes :@@  save/RestoreV2_10/tensor_namesConst"/job:ps/task:10/device:CPU:0*S valueJBHB>resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/beta* dtype0* _output_shapes :  "save/RestoreV2_10/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_10 RestoreV2 save/Constsave/RestoreV2_10/tensor_names"save/RestoreV2_10/shape_and_slices"/job:ps/task:10/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_10AssignYFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_10"/job:ps/task:10/device:CPU:0* T0* validate_shape(*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :  save/RestoreV2_11/tensor_namesConst"/job:ps/task:0/device:CPU:0*T valueKBIB?resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/gamma* dtype0* _output_shapes :  "save/RestoreV2_11/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_11 RestoreV2 save/Constsave/RestoreV2_11/tensor_names"save/RestoreV2_11/shape_and_slices"/job:ps/task:0/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_11AssignZFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_11"/job:ps/task:0/device:CPU:0* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_12/tensor_namesConst"/job:ps/task:1/device:CPU:0* dtype0* _output_shapes :*Z valueQBOBEresnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean  "save/RestoreV2_12/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_12 RestoreV2 save/Constsave/RestoreV2_12/tensor_names"save/RestoreV2_12/shape_and_slices"/job:ps/task:1/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_12Assign`FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_12"/job:ps/task:1/device:CPU:0* validate_shape(*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0  save/RestoreV2_13/tensor_namesConst"/job:ps/task:2/device:CPU:0*^ valueUBSBIresnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance* dtype0* _output_shapes :  "save/RestoreV2_13/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_13 RestoreV2 save/Constsave/RestoreV2_13/tensor_names"save/RestoreV2_13/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  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YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/weights* use_locking(*' _output_shapes :@* T0  save/RestoreV2_15/tensor_namesConst"/job:ps/task:6/device:CPU:0* dtype0* _output_shapes :*V valueMBKBAresnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/beta  "save/RestoreV2_15/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_15 RestoreV2 save/Constsave/RestoreV2_15/tensor_names"save/RestoreV2_15/shape_and_slices"/job:ps/task:6/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_15Assign\FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/betasave/RestoreV2_15"/job:ps/task:6/device:CPU:0* T0* validate_shape(*o _classe caloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/beta* use_locking(* _output_shapes :  save/RestoreV2_16/tensor_namesConst"/job:ps/task:7/device:CPU:0*W valueNBLBBresnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma* dtype0* _output_shapes :  "save/RestoreV2_16/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_16 RestoreV2 save/Constsave/RestoreV2_16/tensor_names"save/RestoreV2_16/shape_and_slices"/job:ps/task:7/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_16Assign]FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/gammasave/RestoreV2_16"/job:ps/task:7/device:CPU:0* validate_shape(*p _classf dbloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma* use_locking(* _output_shapes :* T0  save/RestoreV2_17/tensor_namesConst"/job:ps/task:8/device:CPU:0*] valueTBRBHresnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean* dtype0* _output_shapes :  "save/RestoreV2_17/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_17 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\Zloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/weights* use_locking(*' _output_shapes :@  save/RestoreV2_20/tensor_namesConst"/job:ps/task:4/device:CPU:0* _output_shapes :*S valueJBHB>resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/beta* dtype0  "save/RestoreV2_20/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_20 RestoreV2 save/Constsave/RestoreV2_20/tensor_names"save/RestoreV2_20/shape_and_slices"/job:ps/task:4/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_20AssignYFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_20"/job:ps/task:4/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :@* T0* validate_shape(  save/RestoreV2_21/tensor_namesConst"/job:ps/task:5/device:CPU:0* _output_shapes :*T valueKBIB?resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/gamma* dtype0  "save/RestoreV2_21/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_21 RestoreV2 save/Constsave/RestoreV2_21/tensor_names"save/RestoreV2_21/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_21AssignZFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_21"/job:ps/task:5/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :@* T0* validate_shape(  save/RestoreV2_22/tensor_namesConst"/job:ps/task:6/device:CPU:0*Z valueQBOBEresnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean* dtype0* _output_shapes :  "save/RestoreV2_22/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_22 RestoreV2 save/Constsave/RestoreV2_22/tensor_names"save/RestoreV2_22/shape_and_slices"/job:ps/task:6/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_22Assign`FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_22"/job:ps/task:6/device:CPU:0* T0* validate_shape(*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :@  save/RestoreV2_23/tensor_namesConst"/job:ps/task:7/device:CPU:0*^ valueUBSBIresnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0* _output_shapes :  "save/RestoreV2_23/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_23 RestoreV2 save/Constsave/RestoreV2_23/tensor_names"save/RestoreV2_23/shape_and_slices"/job:ps/task:7/device:CPU:0* dtypes 2* _output_shapes :  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YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/weights  save/RestoreV2_25/tensor_namesConst"/job:ps/task:9/device:CPU:0*S valueJBHB>resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/beta* dtype0* _output_shapes :  "save/RestoreV2_25/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_25 RestoreV2 save/Constsave/RestoreV2_25/tensor_names"save/RestoreV2_25/shape_and_slices"/job:ps/task:9/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_25AssignYFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_25"/job:ps/task:9/device:CPU:0* T0* validate_shape(*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :@  save/RestoreV2_26/tensor_namesConst"/job:ps/task:10/device:CPU:0*T valueKBIB?resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/gamma* dtype0* _output_shapes :  "save/RestoreV2_26/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_26 RestoreV2 save/Constsave/RestoreV2_26/tensor_names"save/RestoreV2_26/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_26AssignZFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_26"/job:ps/task:10/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :@* T0  save/RestoreV2_27/tensor_namesConst"/job:ps/task:0/device:CPU:0* _output_shapes :*Z valueQBOBEresnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean* dtype0  "save/RestoreV2_27/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_27 RestoreV2 save/Constsave/RestoreV2_27/tensor_names"save/RestoreV2_27/shape_and_slices"/job:ps/task:0/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_27Assign`FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_27"/job:ps/task:0/device:CPU:0* use_locking(* _output_shapes :@* T0* validate_shape(*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean  save/RestoreV2_28/tensor_namesConst"/job:ps/task:1/device:CPU:0*^ valueUBSBIresnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance* dtype0* _output_shapes :  "save/RestoreV2_28/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_28 RestoreV2 save/Constsave/RestoreV2_28/tensor_names"save/RestoreV2_28/shape_and_slices"/job:ps/task:1/device:CPU:0* dtypes 2* _output_shapes :  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YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/weights* use_locking(*& _output_shapes :@@* T0* validate_shape(  save/RestoreV2_30/tensor_namesConst"/job:ps/task:3/device:CPU:0* dtype0* _output_shapes :*S valueJBHB>resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/beta  "save/RestoreV2_30/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_30 RestoreV2 save/Constsave/RestoreV2_30/tensor_names"save/RestoreV2_30/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_30AssignYFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_30"/job:ps/task:3/device:CPU:0* validate_shape(*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_31/tensor_namesConst"/job:ps/task:4/device:CPU:0*T valueKBIB?resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/gamma* dtype0* _output_shapes :  "save/RestoreV2_31/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_31 RestoreV2 save/Constsave/RestoreV2_31/tensor_names"save/RestoreV2_31/shape_and_slices"/job:ps/task:4/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_31AssignZFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_31"/job:ps/task:4/device:CPU:0* use_locking(* _output_shapes :* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/gamma  save/RestoreV2_32/tensor_namesConst"/job:ps/task:5/device:CPU:0*Z valueQBOBEresnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0* _output_shapes :  "save/RestoreV2_32/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_32 RestoreV2 save/Constsave/RestoreV2_32/tensor_names"save/RestoreV2_32/shape_and_slices"/job:ps/task:5/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_32Assign`FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_32"/job:ps/task:5/device:CPU:0* validate_shape(*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0  save/RestoreV2_33/tensor_namesConst"/job:ps/task:6/device:CPU:0*^ valueUBSBIresnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance* dtype0* _output_shapes :  "save/RestoreV2_33/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_33 RestoreV2 save/Constsave/RestoreV2_33/tensor_names"save/RestoreV2_33/shape_and_slices"/job:ps/task:6/device:CPU:0* _output_shapes :* dtypes 2  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YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/weights* use_locking(  save/RestoreV2_35/tensor_namesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :*S valueJBHB>resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/beta  "save/RestoreV2_35/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_35 RestoreV2 save/Constsave/RestoreV2_35/tensor_names"save/RestoreV2_35/shape_and_slices"/job:ps/task:8/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_35AssignYFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_35"/job:ps/task:8/device:CPU:0* _output_shapes :@* T0* validate_shape(*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/beta* use_locking(  save/RestoreV2_36/tensor_namesConst"/job:ps/task:9/device:CPU:0*T valueKBIB?resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/gamma* dtype0* _output_shapes :  "save/RestoreV2_36/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_36 RestoreV2 save/Constsave/RestoreV2_36/tensor_names"save/RestoreV2_36/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_36AssignZFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_36"/job:ps/task:9/device:CPU:0* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :@  save/RestoreV2_37/tensor_namesConst"/job:ps/task:10/device:CPU:0* dtype0* _output_shapes :*Z valueQBOBEresnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean  "save/RestoreV2_37/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_37 RestoreV2 save/Constsave/RestoreV2_37/tensor_names"save/RestoreV2_37/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_37Assign`FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_37"/job:ps/task:10/device:CPU:0*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :@* T0* validate_shape(  save/RestoreV2_38/tensor_namesConst"/job:ps/task:0/device:CPU:0* dtype0* _output_shapes :*^ valueUBSBIresnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance  "save/RestoreV2_38/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_38 RestoreV2 save/Constsave/RestoreV2_38/tensor_names"save/RestoreV2_38/shape_and_slices"/job:ps/task:0/device:CPU:0* _output_shapes :* dtypes 2  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YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/weights* use_locking(*& _output_shapes :@@  save/RestoreV2_45/tensor_namesConst"/job:ps/task:7/device:CPU:0* dtype0* _output_shapes :*S valueJBHB>resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/beta  "save/RestoreV2_45/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_45 RestoreV2 save/Constsave/RestoreV2_45/tensor_names"save/RestoreV2_45/shape_and_slices"/job:ps/task:7/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_45AssignYFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_45"/job:ps/task:7/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_46/tensor_namesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :*T 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save/Constsave/RestoreV2_47/tensor_names"save/RestoreV2_47/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_47Assign`FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_47"/job:ps/task:9/device:CPU:0*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_48/tensor_namesConst"/job:ps/task:10/device:CPU:0*^ valueUBSBIresnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance* dtype0* _output_shapes :  "save/RestoreV2_48/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_48 RestoreV2 save/Constsave/RestoreV2_48/tensor_names"save/RestoreV2_48/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  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dtype0* _output_shapes :  "save/RestoreV2_51/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_51 RestoreV2 save/Constsave/RestoreV2_51/tensor_names"save/RestoreV2_51/shape_and_slices"/job:ps/task:7/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_51AssignZFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_51"/job:ps/task:7/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_52/tensor_namesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :*Z valueQBOBEresnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean  "save/RestoreV2_52/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_52 RestoreV2 save/Constsave/RestoreV2_52/tensor_names"save/RestoreV2_52/shape_and_slices"/job:ps/task:8/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_52Assign`FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_52"/job:ps/task:8/device:CPU:0*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_53/tensor_namesConst"/job:ps/task:9/device:CPU:0* dtype0* _output_shapes :*^ valueUBSBIresnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance  "save/RestoreV2_53/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_53 RestoreV2 save/Constsave/RestoreV2_53/tensor_names"save/RestoreV2_53/shape_and_slices"/job:ps/task:9/device:CPU:0* dtypes 2* _output_shapes :  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save/Constsave/RestoreV2_57/tensor_names"save/RestoreV2_57/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_57Assign`FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_57"/job:ps/task:2/device:CPU:0* T0* validate_shape(*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(* _output_shapes :  save/RestoreV2_58/tensor_namesConst"/job:ps/task:3/device:CPU:0*^ valueUBSBIresnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance* dtype0* _output_shapes :  "save/RestoreV2_58/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_58 RestoreV2 save/Constsave/RestoreV2_58/tensor_names"save/RestoreV2_58/shape_and_slices"/job:ps/task:3/device:CPU:0* _output_shapes :* dtypes 2  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save/Constsave/RestoreV2_62/tensor_names"save/RestoreV2_62/shape_and_slices"/job:ps/task:7/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_62Assign`FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_62"/job:ps/task:7/device:CPU:0* T0* validate_shape(*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(* _output_shapes :  save/RestoreV2_63/tensor_namesConst"/job:ps/task:8/device:CPU:0* _output_shapes :*^ valueUBSBIresnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance* dtype0  "save/RestoreV2_63/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_63 RestoreV2 save/Constsave/RestoreV2_63/tensor_names"save/RestoreV2_63/shape_and_slices"/job:ps/task:8/device:CPU:0* _output_shapes :* dtypes 2  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save/Constsave/RestoreV2_67/tensor_names"save/RestoreV2_67/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_67AssigncFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_meansave/RestoreV2_67"/job:ps/task:3/device:CPU:0* T0* validate_shape(*v _classl jhloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean* use_locking(* _output_shapes :  save/RestoreV2_68/tensor_namesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :*a valueXBVBLresnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_variance  "save/RestoreV2_68/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_68 RestoreV2 save/Constsave/RestoreV2_68/tensor_names"save/RestoreV2_68/shape_and_slices"/job:ps/task:4/device:CPU:0* dtypes 2* _output_shapes :  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save/Constsave/RestoreV2_77/tensor_names"save/RestoreV2_77/shape_and_slices"/job:ps/task:6/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_77Assign`FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_77"/job:ps/task:6/device:CPU:0* _output_shapes :* T0* validate_shape(*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(  save/RestoreV2_78/tensor_namesConst"/job:ps/task:7/device:CPU:0*^ valueUBSBIresnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance* dtype0* _output_shapes :  "save/RestoreV2_78/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_78 RestoreV2 save/Constsave/RestoreV2_78/tensor_names"save/RestoreV2_78/shape_and_slices"/job:ps/task:7/device:CPU:0* _output_shapes :* dtypes 2  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dtype0* _output_shapes :  "save/RestoreV2_86/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_86 RestoreV2 save/Constsave/RestoreV2_86/tensor_names"save/RestoreV2_86/shape_and_slices"/job:ps/task:4/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_86AssignZFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_86"/job:ps/task:4/device:CPU:0* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_87/tensor_namesConst"/job:ps/task:5/device:CPU:0*Z valueQBOBEresnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean* dtype0* _output_shapes :  "save/RestoreV2_87/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_87 RestoreV2 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YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_90/tensor_namesConst"/job:ps/task:8/device:CPU:0*S valueJBHB>resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/beta* dtype0* _output_shapes :  "save/RestoreV2_90/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_90 RestoreV2 save/Constsave/RestoreV2_90/tensor_names"save/RestoreV2_90/shape_and_slices"/job:ps/task:8/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_90AssignYFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_90"/job:ps/task:8/device:CPU:0* _output_shapes :* T0* validate_shape(*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/beta* use_locking(  save/RestoreV2_91/tensor_namesConst"/job:ps/task:9/device:CPU:0* _output_shapes :*T 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save/Constsave/RestoreV2_92/tensor_names"save/RestoreV2_92/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_92Assign`FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_92"/job:ps/task:10/device:CPU:0* validate_shape(*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0  save/RestoreV2_93/tensor_namesConst"/job:ps/task:0/device:CPU:0*^ valueUBSBIresnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance* dtype0* _output_shapes :  "save/RestoreV2_93/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_93 RestoreV2 save/Constsave/RestoreV2_93/tensor_names"save/RestoreV2_93/shape_and_slices"/job:ps/task:0/device:CPU:0* dtypes 2* _output_shapes :  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YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/weights* use_locking(  save/RestoreV2_115/tensor_namesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :*S valueJBHB>resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/beta  #save/RestoreV2_115/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_115 RestoreV2 save/Constsave/RestoreV2_115/tensor_names#save/RestoreV2_115/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_115AssignYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_115"/job:ps/task:5/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_116/tensor_namesConst"/job:ps/task:6/device:CPU:0* _output_shapes :*T 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save/Constsave/RestoreV2_117/tensor_names#save/RestoreV2_117/shape_and_slices"/job:ps/task:7/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_117Assign`FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_117"/job:ps/task:7/device:CPU:0* _output_shapes :* T0* validate_shape(*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(  save/RestoreV2_118/tensor_namesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :*^ valueUBSBIresnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/moving_variance  #save/RestoreV2_118/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_118 RestoreV2 save/Constsave/RestoreV2_118/tensor_names#save/RestoreV2_118/shape_and_slices"/job:ps/task:8/device:CPU:0* dtypes 2* _output_shapes :  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valueKBIB?resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/gamma  #save/RestoreV2_121/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_121 RestoreV2 save/Constsave/RestoreV2_121/tensor_names#save/RestoreV2_121/shape_and_slices"/job:ps/task:0/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_121AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_121"/job:ps/task:0/device:CPU:0* _output_shapes :* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(  save/RestoreV2_122/tensor_namesConst"/job:ps/task:1/device:CPU:0* _output_shapes :*Z valueQBOBEresnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean* dtype0  #save/RestoreV2_122/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_122 RestoreV2 save/Constsave/RestoreV2_122/tensor_names#save/RestoreV2_122/shape_and_slices"/job:ps/task:1/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_122Assign`FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_122"/job:ps/task:1/device:CPU:0* T0* validate_shape(*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(* _output_shapes :  save/RestoreV2_123/tensor_namesConst"/job:ps/task:2/device:CPU:0*^ valueUBSBIresnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_123/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_123 RestoreV2 save/Constsave/RestoreV2_123/tensor_names#save/RestoreV2_123/shape_and_slices"/job:ps/task:2/device:CPU:0* dtypes 2* _output_shapes :  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YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* T0* validate_shape(  save/RestoreV2_125/tensor_namesConst"/job:ps/task:4/device:CPU:0*S valueJBHB>resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_125/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_125 RestoreV2 save/Constsave/RestoreV2_125/tensor_names#save/RestoreV2_125/shape_and_slices"/job:ps/task:4/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_125AssignYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_125"/job:ps/task:4/device:CPU:0* _output_shapes :* T0* validate_shape(*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/beta* use_locking(  save/RestoreV2_126/tensor_namesConst"/job:ps/task:5/device:CPU:0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/gamma* dtype0  #save/RestoreV2_126/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_126 RestoreV2 save/Constsave/RestoreV2_126/tensor_names#save/RestoreV2_126/shape_and_slices"/job:ps/task:5/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_126AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_126"/job:ps/task:5/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* T0  save/RestoreV2_127/tensor_namesConst"/job:ps/task:6/device:CPU:0* _output_shapes :*Z valueQBOBEresnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0  #save/RestoreV2_127/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_127 RestoreV2 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valueNBLBBresnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_131/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_131 RestoreV2 save/Constsave/RestoreV2_131/tensor_names#save/RestoreV2_131/shape_and_slices"/job:ps/task:1/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_131Assign]FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/gammasave/RestoreV2_131"/job:ps/task:1/device:CPU:0*p _classf dbloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_132/tensor_namesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :*] valueTBRBHresnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean  #save/RestoreV2_132/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* _output_shapes :* value B B* dtype0  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\Zloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/weights* use_locking(  save/RestoreV2_135/tensor_namesConst"/job:ps/task:8/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_135/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_135 RestoreV2 save/Constsave/RestoreV2_135/tensor_names#save/RestoreV2_135/shape_and_slices"/job:ps/task:8/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_135AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_135"/job:ps/task:8/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_136/tensor_namesConst"/job:ps/task:9/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_136/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_136 RestoreV2 save/Constsave/RestoreV2_136/tensor_names#save/RestoreV2_136/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_136Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_136"/job:ps/task:9/device:CPU:0* _output_shapes :* T0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(  save/RestoreV2_137/tensor_namesConst"/job:ps/task:10/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_137/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_137 RestoreV2 save/Constsave/RestoreV2_137/tensor_names#save/RestoreV2_137/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_137AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_137"/job:ps/task:10/device:CPU:0* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :  save/RestoreV2_138/tensor_namesConst"/job:ps/task:0/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_138/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_138 RestoreV2 save/Constsave/RestoreV2_138/tensor_names#save/RestoreV2_138/shape_and_slices"/job:ps/task:0/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_138AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/moving_variancesave/RestoreV2_138"/job:ps/task:0/device:CPU:0*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_139/tensor_namesConst"/job:ps/task:7/device:CPU:0* _output_shapes :*M valueDBBB8resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/weights* dtype0  #save/RestoreV2_139/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_139 RestoreV2 save/Constsave/RestoreV2_139/tensor_names#save/RestoreV2_139/shape_and_slices"/job:ps/task:7/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_139AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/weightssave/RestoreV2_139"/job:ps/task:7/device:CPU:0* T0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :  save/RestoreV2_140/tensor_namesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/beta  #save/RestoreV2_140/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_140 RestoreV2 save/Constsave/RestoreV2_140/tensor_names#save/RestoreV2_140/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_140AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_140"/job:ps/task:2/device:CPU:0* _output_shapes :* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/beta* use_locking(  save/RestoreV2_141/tensor_namesConst"/job:ps/task:3/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_141/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_141 RestoreV2 save/Constsave/RestoreV2_141/tensor_names#save/RestoreV2_141/shape_and_slices"/job:ps/task:3/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_141Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_141"/job:ps/task:3/device:CPU:0* T0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_142/tensor_namesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/moving_mean  #save/RestoreV2_142/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_142 RestoreV2 save/Constsave/RestoreV2_142/tensor_names#save/RestoreV2_142/shape_and_slices"/job:ps/task:4/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_142AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_142"/job:ps/task:4/device:CPU:0* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(* _output_shapes :  save/RestoreV2_143/tensor_namesConst"/job:ps/task:5/device:CPU:0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/moving_variance* dtype0  #save/RestoreV2_143/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_143 RestoreV2 save/Constsave/RestoreV2_143/tensor_names#save/RestoreV2_143/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_143AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/moving_variancesave/RestoreV2_143"/job:ps/task:5/device:CPU:0* T0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/moving_variance* use_locking(* _output_shapes :  save/RestoreV2_144/tensor_namesConst"/job:ps/task:1/device:CPU:0* dtype0* _output_shapes :*M valueDBBB8resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/weights  #save/RestoreV2_144/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_144 RestoreV2 save/Constsave/RestoreV2_144/tensor_names#save/RestoreV2_144/shape_and_slices"/job:ps/task:1/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_144AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/weightssave/RestoreV2_144"/job:ps/task:1/device:CPU:0* T0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :  save/RestoreV2_145/tensor_namesConst"/job:ps/task:7/device:CPU:0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/beta* dtype0  #save/RestoreV2_145/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_145 RestoreV2 save/Constsave/RestoreV2_145/tensor_names#save/RestoreV2_145/shape_and_slices"/job:ps/task:7/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_145AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_145"/job:ps/task:7/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_146/tensor_namesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :*U valueLBJB@resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/gamma  #save/RestoreV2_146/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_146 RestoreV2 save/Constsave/RestoreV2_146/tensor_names#save/RestoreV2_146/shape_and_slices"/job:ps/task:8/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_146Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_146"/job:ps/task:8/device:CPU:0* T0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_147/tensor_namesConst"/job:ps/task:9/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_147/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_147 RestoreV2 save/Constsave/RestoreV2_147/tensor_names#save/RestoreV2_147/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_147AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_147"/job:ps/task:9/device:CPU:0*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_148/tensor_namesConst"/job:ps/task:10/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_148/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_148 RestoreV2 save/Constsave/RestoreV2_148/tensor_names#save/RestoreV2_148/shape_and_slices"/job:ps/task:10/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_148AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/moving_variancesave/RestoreV2_148"/job:ps/task:10/device:CPU:0* use_locking(* _output_shapes :* T0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/moving_variance  save/RestoreV2_149/tensor_namesConst"/job:ps/task:6/device:CPU:0*M valueDBBB8resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/weights* dtype0* _output_shapes :  #save/RestoreV2_149/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_149 RestoreV2 save/Constsave/RestoreV2_149/tensor_names#save/RestoreV2_149/shape_and_slices"/job:ps/task:6/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_149AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/weightssave/RestoreV2_149"/job:ps/task:6/device:CPU:0*( _output_shapes :* T0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/weights* use_locking(  save/RestoreV2_150/tensor_namesConst"/job:ps/task:1/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_150/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_150 RestoreV2 save/Constsave/RestoreV2_150/tensor_names#save/RestoreV2_150/shape_and_slices"/job:ps/task:1/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_150AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_150"/job:ps/task:1/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_151/tensor_namesConst"/job:ps/task:2/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_151/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_151 RestoreV2 save/Constsave/RestoreV2_151/tensor_names#save/RestoreV2_151/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_151Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_151"/job:ps/task:2/device:CPU:0* T0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_152/tensor_namesConst"/job:ps/task:3/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_152/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_152 RestoreV2 save/Constsave/RestoreV2_152/tensor_names#save/RestoreV2_152/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_152AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_152"/job:ps/task:3/device:CPU:0* _output_shapes :* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(  save/RestoreV2_153/tensor_namesConst"/job:ps/task:4/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_153/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_153 RestoreV2 save/Constsave/RestoreV2_153/tensor_names#save/RestoreV2_153/shape_and_slices"/job:ps/task:4/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_153AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/moving_variancesave/RestoreV2_153"/job:ps/task:4/device:CPU:0* T0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/moving_variance* use_locking(* _output_shapes :  save/RestoreV2_154/tensor_namesConst"/job:ps/task:0/device:CPU:0* _output_shapes :*M valueDBBB8resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/weights* dtype0  #save/RestoreV2_154/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_154 RestoreV2 save/Constsave/RestoreV2_154/tensor_names#save/RestoreV2_154/shape_and_slices"/job:ps/task:0/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_154AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/weightssave/RestoreV2_154"/job:ps/task:0/device:CPU:0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_155/tensor_namesConst"/job:ps/task:6/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_155/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_155 RestoreV2 save/Constsave/RestoreV2_155/tensor_names#save/RestoreV2_155/shape_and_slices"/job:ps/task:6/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_155AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_155"/job:ps/task:6/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_156/tensor_namesConst"/job:ps/task:7/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_156/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_156 RestoreV2 save/Constsave/RestoreV2_156/tensor_names#save/RestoreV2_156/shape_and_slices"/job:ps/task:7/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_156Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_156"/job:ps/task:7/device:CPU:0* T0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_157/tensor_namesConst"/job:ps/task:8/device:CPU:0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/moving_mean* dtype0  #save/RestoreV2_157/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_157 RestoreV2 save/Constsave/RestoreV2_157/tensor_names#save/RestoreV2_157/shape_and_slices"/job:ps/task:8/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_157AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_157"/job:ps/task:8/device:CPU:0* _output_shapes :* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(  save/RestoreV2_158/tensor_namesConst"/job:ps/task:9/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_158/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_158 RestoreV2 save/Constsave/RestoreV2_158/tensor_names#save/RestoreV2_158/shape_and_slices"/job:ps/task:9/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_158AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/moving_variancesave/RestoreV2_158"/job:ps/task:9/device:CPU:0* _output_shapes :* T0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/moving_variance* use_locking(  save/RestoreV2_159/tensor_namesConst"/job:ps/task:5/device:CPU:0*M valueDBBB8resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/weights* dtype0* _output_shapes :  #save/RestoreV2_159/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_159 RestoreV2 save/Constsave/RestoreV2_159/tensor_names#save/RestoreV2_159/shape_and_slices"/job:ps/task:5/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_159AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/weightssave/RestoreV2_159"/job:ps/task:5/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* T0* validate_shape(  save/RestoreV2_160/tensor_namesConst"/job:ps/task:0/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_160/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_160 RestoreV2 save/Constsave/RestoreV2_160/tensor_names#save/RestoreV2_160/shape_and_slices"/job:ps/task:0/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_160AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_160"/job:ps/task:0/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_161/tensor_namesConst"/job:ps/task:1/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_161/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_161 RestoreV2 save/Constsave/RestoreV2_161/tensor_names#save/RestoreV2_161/shape_and_slices"/job:ps/task:1/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_161Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_161"/job:ps/task:1/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_162/tensor_namesConst"/job:ps/task:2/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_162/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_162 RestoreV2 save/Constsave/RestoreV2_162/tensor_names#save/RestoreV2_162/shape_and_slices"/job:ps/task:2/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_162AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_162"/job:ps/task:2/device:CPU:0* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(* _output_shapes :  save/RestoreV2_163/tensor_namesConst"/job:ps/task:3/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_163/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_163 RestoreV2 save/Constsave/RestoreV2_163/tensor_names#save/RestoreV2_163/shape_and_slices"/job:ps/task:3/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_163AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/moving_variancesave/RestoreV2_163"/job:ps/task:3/device:CPU:0* use_locking(* _output_shapes :* T0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/moving_variance  save/RestoreV2_164/tensor_namesConst"/job:ps/task:10/device:CPU:0*M valueDBBB8resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/weights* dtype0* _output_shapes :  #save/RestoreV2_164/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_164 RestoreV2 save/Constsave/RestoreV2_164/tensor_names#save/RestoreV2_164/shape_and_slices"/job:ps/task:10/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_164AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/weightssave/RestoreV2_164"/job:ps/task:10/device:CPU:0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_165/tensor_namesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/beta  #save/RestoreV2_165/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_165 RestoreV2 save/Constsave/RestoreV2_165/tensor_names#save/RestoreV2_165/shape_and_slices"/job:ps/task:5/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_165AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_165"/job:ps/task:5/device:CPU:0* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :  save/RestoreV2_166/tensor_namesConst"/job:ps/task:6/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_166/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_166 RestoreV2 save/Constsave/RestoreV2_166/tensor_names#save/RestoreV2_166/shape_and_slices"/job:ps/task:6/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_166Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_166"/job:ps/task:6/device:CPU:0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* T0  save/RestoreV2_167/tensor_namesConst"/job:ps/task:7/device:CPU:0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/moving_mean* dtype0  #save/RestoreV2_167/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_167 RestoreV2 save/Constsave/RestoreV2_167/tensor_names#save/RestoreV2_167/shape_and_slices"/job:ps/task:7/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_167AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_167"/job:ps/task:7/device:CPU:0*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_168/tensor_namesConst"/job:ps/task:8/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_168/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_168 RestoreV2 save/Constsave/RestoreV2_168/tensor_names#save/RestoreV2_168/shape_and_slices"/job:ps/task:8/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_168AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/moving_variancesave/RestoreV2_168"/job:ps/task:8/device:CPU:0*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_169/tensor_namesConst"/job:ps/task:4/device:CPU:0* _output_shapes :*M valueDBBB8resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/weights* dtype0  #save/RestoreV2_169/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_169 RestoreV2 save/Constsave/RestoreV2_169/tensor_names#save/RestoreV2_169/shape_and_slices"/job:ps/task:4/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_169AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/weightssave/RestoreV2_169"/job:ps/task:4/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* T0* validate_shape(  save/RestoreV2_170/tensor_namesConst"/job:ps/task:10/device:CPU:0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/beta* dtype0  #save/RestoreV2_170/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_170 RestoreV2 save/Constsave/RestoreV2_170/tensor_names#save/RestoreV2_170/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_170AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_170"/job:ps/task:10/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_171/tensor_namesConst"/job:ps/task:0/device:CPU:0* dtype0* _output_shapes 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save/Constsave/RestoreV2_172/tensor_names#save/RestoreV2_172/shape_and_slices"/job:ps/task:1/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_172AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_172"/job:ps/task:1/device:CPU:0* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(* _output_shapes :  save/RestoreV2_173/tensor_namesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/moving_variance  #save/RestoreV2_173/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_173 RestoreV2 save/Constsave/RestoreV2_173/tensor_names#save/RestoreV2_173/shape_and_slices"/job:ps/task:2/device:CPU:0* dtypes 2* _output_shapes :  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ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_175/tensor_namesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/beta  #save/RestoreV2_175/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_175 RestoreV2 save/Constsave/RestoreV2_175/tensor_names#save/RestoreV2_175/shape_and_slices"/job:ps/task:4/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_175AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_175"/job:ps/task:4/device:CPU:0* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :  save/RestoreV2_176/tensor_namesConst"/job:ps/task:5/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_176/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_176 RestoreV2 save/Constsave/RestoreV2_176/tensor_names#save/RestoreV2_176/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_176Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_176"/job:ps/task:5/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_177/tensor_namesConst"/job:ps/task:6/device:CPU:0* dtype0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/moving_mean  #save/RestoreV2_177/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_177 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ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/weights* use_locking(  save/RestoreV2_180/tensor_namesConst"/job:ps/task:9/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_180/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_180 RestoreV2 save/Constsave/RestoreV2_180/tensor_names#save/RestoreV2_180/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_180AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_180"/job:ps/task:9/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_181/tensor_namesConst"/job:ps/task:10/device:CPU:0* dtype0* _output_shapes :*U valueLBJB@resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/gamma  #save/RestoreV2_181/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_181 RestoreV2 save/Constsave/RestoreV2_181/tensor_names#save/RestoreV2_181/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_181Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_181"/job:ps/task:10/device:CPU:0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* T0  save/RestoreV2_182/tensor_namesConst"/job:ps/task:0/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_182/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_182 RestoreV2 save/Constsave/RestoreV2_182/tensor_names#save/RestoreV2_182/shape_and_slices"/job:ps/task:0/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_182AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_182"/job:ps/task:0/device:CPU:0* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :  save/RestoreV2_183/tensor_namesConst"/job:ps/task:1/device:CPU:0* dtype0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/moving_variance  #save/RestoreV2_183/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_183 RestoreV2 save/Constsave/RestoreV2_183/tensor_names#save/RestoreV2_183/shape_and_slices"/job:ps/task:1/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_183AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/moving_variancesave/RestoreV2_183"/job:ps/task:1/device:CPU:0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0  save/RestoreV2_184/tensor_namesConst"/job:ps/task:8/device:CPU:0*M valueDBBB8resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/weights* dtype0* _output_shapes :  #save/RestoreV2_184/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_184 RestoreV2 save/Constsave/RestoreV2_184/tensor_names#save/RestoreV2_184/shape_and_slices"/job:ps/task:8/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_184AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/weightssave/RestoreV2_184"/job:ps/task:8/device:CPU:0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_185/tensor_namesConst"/job:ps/task:3/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_185/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_185 RestoreV2 save/Constsave/RestoreV2_185/tensor_names#save/RestoreV2_185/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_185AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_185"/job:ps/task:3/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_186/tensor_namesConst"/job:ps/task:4/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_186/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_186 RestoreV2 save/Constsave/RestoreV2_186/tensor_names#save/RestoreV2_186/shape_and_slices"/job:ps/task:4/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_186Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_186"/job:ps/task:4/device:CPU:0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* T0  save/RestoreV2_187/tensor_namesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/moving_mean  #save/RestoreV2_187/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_187 RestoreV2 save/Constsave/RestoreV2_187/tensor_names#save/RestoreV2_187/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_187AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_187"/job:ps/task:5/device:CPU:0* _output_shapes :* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(  save/RestoreV2_188/tensor_namesConst"/job:ps/task:6/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_188/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_188 RestoreV2 save/Constsave/RestoreV2_188/tensor_names#save/RestoreV2_188/shape_and_slices"/job:ps/task:6/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_188AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/moving_variancesave/RestoreV2_188"/job:ps/task:6/device:CPU:0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0  save/RestoreV2_189/tensor_namesConst"/job:ps/task:2/device:CPU:0*M valueDBBB8resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/weights* dtype0* _output_shapes :  #save/RestoreV2_189/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_189 RestoreV2 save/Constsave/RestoreV2_189/tensor_names#save/RestoreV2_189/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_189AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/weightssave/RestoreV2_189"/job:ps/task:2/device:CPU:0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_190/tensor_namesConst"/job:ps/task:8/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_190/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_190 RestoreV2 save/Constsave/RestoreV2_190/tensor_names#save/RestoreV2_190/shape_and_slices"/job:ps/task:8/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_190AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_190"/job:ps/task:8/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_191/tensor_namesConst"/job:ps/task:9/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_191/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_191 RestoreV2 save/Constsave/RestoreV2_191/tensor_names#save/RestoreV2_191/shape_and_slices"/job:ps/task:9/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_191Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_191"/job:ps/task:9/device:CPU:0* T0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_192/tensor_namesConst"/job:ps/task:10/device:CPU:0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0  #save/RestoreV2_192/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_192 RestoreV2 save/Constsave/RestoreV2_192/tensor_names#save/RestoreV2_192/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_192AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_192"/job:ps/task:10/device:CPU:0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0  save/RestoreV2_193/tensor_namesConst"/job:ps/task:0/device:CPU:0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/moving_variance* dtype0  #save/RestoreV2_193/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_193 RestoreV2 save/Constsave/RestoreV2_193/tensor_names#save/RestoreV2_193/shape_and_slices"/job:ps/task:0/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_193AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/moving_variancesave/RestoreV2_193"/job:ps/task:0/device:CPU:0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0  save/RestoreV2_194/tensor_namesConst"/job:ps/task:7/device:CPU:0* _output_shapes :*M valueDBBB8resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/weights* dtype0  #save/RestoreV2_194/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_194 RestoreV2 save/Constsave/RestoreV2_194/tensor_names#save/RestoreV2_194/shape_and_slices"/job:ps/task:7/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_194AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/weightssave/RestoreV2_194"/job:ps/task:7/device:CPU:0* T0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :  save/RestoreV2_195/tensor_namesConst"/job:ps/task:2/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_195/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_195 RestoreV2 save/Constsave/RestoreV2_195/tensor_names#save/RestoreV2_195/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_195AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_195"/job:ps/task:2/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_196/tensor_namesConst"/job:ps/task:3/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_196/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_196 RestoreV2 save/Constsave/RestoreV2_196/tensor_names#save/RestoreV2_196/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_196Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_196"/job:ps/task:3/device:CPU:0* T0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_197/tensor_namesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/moving_mean  #save/RestoreV2_197/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_197 RestoreV2 save/Constsave/RestoreV2_197/tensor_names#save/RestoreV2_197/shape_and_slices"/job:ps/task:4/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_197AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_197"/job:ps/task:4/device:CPU:0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0  save/RestoreV2_198/tensor_namesConst"/job:ps/task:5/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_198/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_198 RestoreV2 save/Constsave/RestoreV2_198/tensor_names#save/RestoreV2_198/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_198AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/moving_variancesave/RestoreV2_198"/job:ps/task:5/device:CPU:0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0  save/RestoreV2_199/tensor_namesConst"/job:ps/task:1/device:CPU:0* _output_shapes :*M valueDBBB8resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/weights* dtype0  #save/RestoreV2_199/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_199 RestoreV2 save/Constsave/RestoreV2_199/tensor_names#save/RestoreV2_199/shape_and_slices"/job:ps/task:1/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_199AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/weightssave/RestoreV2_199"/job:ps/task:1/device:CPU:0*( _output_shapes :* T0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/weights* use_locking(  save/RestoreV2_200/tensor_namesConst"/job:ps/task:7/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_200/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_200 RestoreV2 save/Constsave/RestoreV2_200/tensor_names#save/RestoreV2_200/shape_and_slices"/job:ps/task:7/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_200AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_200"/job:ps/task:7/device:CPU:0* _output_shapes :* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/beta* use_locking(  save/RestoreV2_201/tensor_namesConst"/job:ps/task:8/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_201/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_201 RestoreV2 save/Constsave/RestoreV2_201/tensor_names#save/RestoreV2_201/shape_and_slices"/job:ps/task:8/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_201Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_201"/job:ps/task:8/device:CPU:0* T0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_202/tensor_namesConst"/job:ps/task:9/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_202/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_202 RestoreV2 save/Constsave/RestoreV2_202/tensor_names#save/RestoreV2_202/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_202AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_202"/job:ps/task:9/device:CPU:0* _output_shapes :* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(  save/RestoreV2_203/tensor_namesConst"/job:ps/task:10/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_203/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_203 RestoreV2 save/Constsave/RestoreV2_203/tensor_names#save/RestoreV2_203/shape_and_slices"/job:ps/task:10/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_203AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/moving_variancesave/RestoreV2_203"/job:ps/task:10/device:CPU:0*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_204/tensor_namesConst"/job:ps/task:6/device:CPU:0*M valueDBBB8resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/weights* dtype0* _output_shapes :  #save/RestoreV2_204/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_204 RestoreV2 save/Constsave/RestoreV2_204/tensor_names#save/RestoreV2_204/shape_and_slices"/job:ps/task:6/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_204AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/weightssave/RestoreV2_204"/job:ps/task:6/device:CPU:0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_205/tensor_namesConst"/job:ps/task:1/device:CPU:0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/beta* dtype0  #save/RestoreV2_205/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_205 RestoreV2 save/Constsave/RestoreV2_205/tensor_names#save/RestoreV2_205/shape_and_slices"/job:ps/task:1/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_205AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_205"/job:ps/task:1/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_206/tensor_namesConst"/job:ps/task:2/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_206/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_206 RestoreV2 save/Constsave/RestoreV2_206/tensor_names#save/RestoreV2_206/shape_and_slices"/job:ps/task:2/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_206Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_206"/job:ps/task:2/device:CPU:0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* T0  save/RestoreV2_207/tensor_namesConst"/job:ps/task:3/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_207/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_207 RestoreV2 save/Constsave/RestoreV2_207/tensor_names#save/RestoreV2_207/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_207AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_207"/job:ps/task:3/device:CPU:0*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_208/tensor_namesConst"/job:ps/task:4/device:CPU:0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/moving_variance* dtype0  #save/RestoreV2_208/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_208 RestoreV2 save/Constsave/RestoreV2_208/tensor_names#save/RestoreV2_208/shape_and_slices"/job:ps/task:4/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_208AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/moving_variancesave/RestoreV2_208"/job:ps/task:4/device:CPU:0* _output_shapes :* T0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/moving_variance* use_locking(  save/RestoreV2_209/tensor_namesConst"/job:ps/task:0/device:CPU:0*M valueDBBB8resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/weights* dtype0* _output_shapes :  #save/RestoreV2_209/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_209 RestoreV2 save/Constsave/RestoreV2_209/tensor_names#save/RestoreV2_209/shape_and_slices"/job:ps/task:0/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_209AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/weightssave/RestoreV2_209"/job:ps/task:0/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* T0* validate_shape(  save/RestoreV2_210/tensor_namesConst"/job:ps/task:6/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_210/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_210 RestoreV2 save/Constsave/RestoreV2_210/tensor_names#save/RestoreV2_210/shape_and_slices"/job:ps/task:6/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_210AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_210"/job:ps/task:6/device:CPU:0* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :  save/RestoreV2_211/tensor_namesConst"/job:ps/task:7/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_211/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_211 RestoreV2 save/Constsave/RestoreV2_211/tensor_names#save/RestoreV2_211/shape_and_slices"/job:ps/task:7/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_211Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_211"/job:ps/task:7/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_212/tensor_namesConst"/job:ps/task:8/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_212/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_212 RestoreV2 save/Constsave/RestoreV2_212/tensor_names#save/RestoreV2_212/shape_and_slices"/job:ps/task:8/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_212AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_212"/job:ps/task:8/device:CPU:0*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_213/tensor_namesConst"/job:ps/task:9/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_213/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_213 RestoreV2 save/Constsave/RestoreV2_213/tensor_names#save/RestoreV2_213/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_213AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/moving_variancesave/RestoreV2_213"/job:ps/task:9/device:CPU:0*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_214/tensor_namesConst"/job:ps/task:5/device:CPU:0* _output_shapes :*M valueDBBB8resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/weights* dtype0  #save/RestoreV2_214/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_214 RestoreV2 save/Constsave/RestoreV2_214/tensor_names#save/RestoreV2_214/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_214AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/weightssave/RestoreV2_214"/job:ps/task:5/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* T0* validate_shape(  save/RestoreV2_215/tensor_namesConst"/job:ps/task:0/device:CPU:0* dtype0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/beta  #save/RestoreV2_215/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_215 RestoreV2 save/Constsave/RestoreV2_215/tensor_names#save/RestoreV2_215/shape_and_slices"/job:ps/task:0/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_215AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_215"/job:ps/task:0/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_216/tensor_namesConst"/job:ps/task:1/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_216/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_216 RestoreV2 save/Constsave/RestoreV2_216/tensor_names#save/RestoreV2_216/shape_and_slices"/job:ps/task:1/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_216Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_216"/job:ps/task:1/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_217/tensor_namesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/moving_mean  #save/RestoreV2_217/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_217 RestoreV2 save/Constsave/RestoreV2_217/tensor_names#save/RestoreV2_217/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_217AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_217"/job:ps/task:2/device:CPU:0* _output_shapes :* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(  save/RestoreV2_218/tensor_namesConst"/job:ps/task:3/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_218/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_218 RestoreV2 save/Constsave/RestoreV2_218/tensor_names#save/RestoreV2_218/shape_and_slices"/job:ps/task:3/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_218AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/moving_variancesave/RestoreV2_218"/job:ps/task:3/device:CPU:0* _output_shapes :* T0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/moving_variance* use_locking(  save/RestoreV2_219/tensor_namesConst"/job:ps/task:10/device:CPU:0*M valueDBBB8resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/weights* dtype0* _output_shapes :  #save/RestoreV2_219/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_219 RestoreV2 save/Constsave/RestoreV2_219/tensor_names#save/RestoreV2_219/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_219AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/weightssave/RestoreV2_219"/job:ps/task:10/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* T0* validate_shape(  save/RestoreV2_220/tensor_namesConst"/job:ps/task:5/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_220/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_220 RestoreV2 save/Constsave/RestoreV2_220/tensor_names#save/RestoreV2_220/shape_and_slices"/job:ps/task:5/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_220AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_220"/job:ps/task:5/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_221/tensor_namesConst"/job:ps/task:6/device:CPU:0* _output_shapes :*U valueLBJB@resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/gamma* dtype0  #save/RestoreV2_221/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_221 RestoreV2 save/Constsave/RestoreV2_221/tensor_names#save/RestoreV2_221/shape_and_slices"/job:ps/task:6/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_221Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_221"/job:ps/task:6/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_222/tensor_namesConst"/job:ps/task:7/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_222/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_222 RestoreV2 save/Constsave/RestoreV2_222/tensor_names#save/RestoreV2_222/shape_and_slices"/job:ps/task:7/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_222AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_222"/job:ps/task:7/device:CPU:0* _output_shapes :* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(  save/RestoreV2_223/tensor_namesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/moving_variance  #save/RestoreV2_223/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_223 RestoreV2 save/Constsave/RestoreV2_223/tensor_names#save/RestoreV2_223/shape_and_slices"/job:ps/task:8/device:CPU:0* _output_shapes :* dtypes 2  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ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :  save/RestoreV2_225/tensor_namesConst"/job:ps/task:10/device:CPU:0* dtype0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/beta  #save/RestoreV2_225/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_225 RestoreV2 save/Constsave/RestoreV2_225/tensor_names#save/RestoreV2_225/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_225AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_225"/job:ps/task:10/device:CPU:0* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :  save/RestoreV2_226/tensor_namesConst"/job:ps/task:0/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_226/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_226 RestoreV2 save/Constsave/RestoreV2_226/tensor_names#save/RestoreV2_226/shape_and_slices"/job:ps/task:0/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_226Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_226"/job:ps/task:0/device:CPU:0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* T0  save/RestoreV2_227/tensor_namesConst"/job:ps/task:1/device:CPU:0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/moving_mean* dtype0  #save/RestoreV2_227/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_227 RestoreV2 save/Constsave/RestoreV2_227/tensor_names#save/RestoreV2_227/shape_and_slices"/job:ps/task:1/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_227AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_227"/job:ps/task:1/device:CPU:0* _output_shapes :* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(  save/RestoreV2_228/tensor_namesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/moving_variance  #save/RestoreV2_228/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_228 RestoreV2 save/Constsave/RestoreV2_228/tensor_names#save/RestoreV2_228/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_228AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/moving_variancesave/RestoreV2_228"/job:ps/task:2/device:CPU:0* _output_shapes :* T0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/moving_variance* use_locking(  save/RestoreV2_229/tensor_namesConst"/job:ps/task:9/device:CPU:0*M valueDBBB8resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/weights* dtype0* _output_shapes :  #save/RestoreV2_229/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_229 RestoreV2 save/Constsave/RestoreV2_229/tensor_names#save/RestoreV2_229/shape_and_slices"/job:ps/task:9/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_229AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/weightssave/RestoreV2_229"/job:ps/task:9/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* T0* validate_shape(  save/RestoreV2_230/tensor_namesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/beta  #save/RestoreV2_230/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_230 RestoreV2 save/Constsave/RestoreV2_230/tensor_names#save/RestoreV2_230/shape_and_slices"/job:ps/task:4/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_230AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_230"/job:ps/task:4/device:CPU:0* _output_shapes :* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/beta* use_locking(  save/RestoreV2_231/tensor_namesConst"/job:ps/task:5/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_231/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_231 RestoreV2 save/Constsave/RestoreV2_231/tensor_names#save/RestoreV2_231/shape_and_slices"/job:ps/task:5/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_231Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_231"/job:ps/task:5/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_232/tensor_namesConst"/job:ps/task:6/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_232/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_232 RestoreV2 save/Constsave/RestoreV2_232/tensor_names#save/RestoreV2_232/shape_and_slices"/job:ps/task:6/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_232AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_232"/job:ps/task:6/device:CPU:0* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(* _output_shapes :  save/RestoreV2_233/tensor_namesConst"/job:ps/task:7/device:CPU:0* dtype0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/moving_variance  #save/RestoreV2_233/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_233 RestoreV2 save/Constsave/RestoreV2_233/tensor_names#save/RestoreV2_233/shape_and_slices"/job:ps/task:7/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_233AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/moving_variancesave/RestoreV2_233"/job:ps/task:7/device:CPU:0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0  save/RestoreV2_234/tensor_namesConst"/job:ps/task:3/device:CPU:0*M valueDBBB8resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/weights* dtype0* _output_shapes :  #save/RestoreV2_234/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_234 RestoreV2 save/Constsave/RestoreV2_234/tensor_names#save/RestoreV2_234/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_234AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/weightssave/RestoreV2_234"/job:ps/task:3/device:CPU:0* T0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :  save/RestoreV2_235/tensor_namesConst"/job:ps/task:9/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_235/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_235 RestoreV2 save/Constsave/RestoreV2_235/tensor_names#save/RestoreV2_235/shape_and_slices"/job:ps/task:9/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_235AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_235"/job:ps/task:9/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_236/tensor_namesConst"/job:ps/task:10/device:CPU:0* dtype0* _output_shapes :*U valueLBJB@resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/gamma  #save/RestoreV2_236/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_236 RestoreV2 save/Constsave/RestoreV2_236/tensor_names#save/RestoreV2_236/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_236Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_236"/job:ps/task:10/device:CPU:0* _output_shapes :* T0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(  save/RestoreV2_237/tensor_namesConst"/job:ps/task:0/device:CPU:0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0  #save/RestoreV2_237/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_237 RestoreV2 save/Constsave/RestoreV2_237/tensor_names#save/RestoreV2_237/shape_and_slices"/job:ps/task:0/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_237AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_237"/job:ps/task:0/device:CPU:0* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(* _output_shapes :  save/RestoreV2_238/tensor_namesConst"/job:ps/task:1/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_238/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_238 RestoreV2 save/Constsave/RestoreV2_238/tensor_names#save/RestoreV2_238/shape_and_slices"/job:ps/task:1/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_238AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/moving_variancesave/RestoreV2_238"/job:ps/task:1/device:CPU:0* _output_shapes :* T0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/moving_variance* use_locking(  save/RestoreV2_239/tensor_namesConst"/job:ps/task:8/device:CPU:0*M valueDBBB8resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/weights* dtype0* _output_shapes :  #save/RestoreV2_239/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_239 RestoreV2 save/Constsave/RestoreV2_239/tensor_names#save/RestoreV2_239/shape_and_slices"/job:ps/task:8/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_239AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/weightssave/RestoreV2_239"/job:ps/task:8/device:CPU:0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_240/tensor_namesConst"/job:ps/task:3/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_240/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_240 RestoreV2 save/Constsave/RestoreV2_240/tensor_names#save/RestoreV2_240/shape_and_slices"/job:ps/task:3/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_240AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_240"/job:ps/task:3/device:CPU:0* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :  save/RestoreV2_241/tensor_namesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :*U valueLBJB@resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/gamma  #save/RestoreV2_241/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_241 RestoreV2 save/Constsave/RestoreV2_241/tensor_names#save/RestoreV2_241/shape_and_slices"/job:ps/task:4/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_241Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_241"/job:ps/task:4/device:CPU:0* _output_shapes :* T0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(  save/RestoreV2_242/tensor_namesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/moving_mean  #save/RestoreV2_242/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_242 RestoreV2 save/Constsave/RestoreV2_242/tensor_names#save/RestoreV2_242/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_242AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_242"/job:ps/task:5/device:CPU:0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0  save/RestoreV2_243/tensor_namesConst"/job:ps/task:6/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_243/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_243 RestoreV2 save/Constsave/RestoreV2_243/tensor_names#save/RestoreV2_243/shape_and_slices"/job:ps/task:6/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_243AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/moving_variancesave/RestoreV2_243"/job:ps/task:6/device:CPU:0*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_244/tensor_namesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :*M valueDBBB8resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/weights  #save/RestoreV2_244/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_244 RestoreV2 save/Constsave/RestoreV2_244/tensor_names#save/RestoreV2_244/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_244AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/weightssave/RestoreV2_244"/job:ps/task:2/device:CPU:0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_245/tensor_namesConst"/job:ps/task:8/device:CPU:0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/beta* dtype0  #save/RestoreV2_245/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_245 RestoreV2 save/Constsave/RestoreV2_245/tensor_names#save/RestoreV2_245/shape_and_slices"/job:ps/task:8/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_245AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_245"/job:ps/task:8/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_246/tensor_namesConst"/job:ps/task:9/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_246/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_246 RestoreV2 save/Constsave/RestoreV2_246/tensor_names#save/RestoreV2_246/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_246Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_246"/job:ps/task:9/device:CPU:0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* T0  save/RestoreV2_247/tensor_namesConst"/job:ps/task:10/device:CPU:0* dtype0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/moving_mean  #save/RestoreV2_247/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_247 RestoreV2 save/Constsave/RestoreV2_247/tensor_names#save/RestoreV2_247/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_247AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_247"/job:ps/task:10/device:CPU:0* _output_shapes :* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(  save/RestoreV2_248/tensor_namesConst"/job:ps/task:0/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_248/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_248 RestoreV2 save/Constsave/RestoreV2_248/tensor_names#save/RestoreV2_248/shape_and_slices"/job:ps/task:0/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_248AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/moving_variancesave/RestoreV2_248"/job:ps/task:0/device:CPU:0* T0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/moving_variance* use_locking(* _output_shapes :  save/RestoreV2_249/tensor_namesConst"/job:ps/task:7/device:CPU:0* dtype0* _output_shapes :*M valueDBBB8resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/weights  #save/RestoreV2_249/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_249 RestoreV2 save/Constsave/RestoreV2_249/tensor_names#save/RestoreV2_249/shape_and_slices"/job:ps/task:7/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_249AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/weightssave/RestoreV2_249"/job:ps/task:7/device:CPU:0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_250/tensor_namesConst"/job:ps/task:2/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_250/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_250 RestoreV2 save/Constsave/RestoreV2_250/tensor_names#save/RestoreV2_250/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_250AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_250"/job:ps/task:2/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_251/tensor_namesConst"/job:ps/task:3/device:CPU:0* _output_shapes :*U valueLBJB@resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/gamma* dtype0  #save/RestoreV2_251/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_251 RestoreV2 save/Constsave/RestoreV2_251/tensor_names#save/RestoreV2_251/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_251Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_251"/job:ps/task:3/device:CPU:0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* T0  save/RestoreV2_252/tensor_namesConst"/job:ps/task:4/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_252/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_252 RestoreV2 save/Constsave/RestoreV2_252/tensor_names#save/RestoreV2_252/shape_and_slices"/job:ps/task:4/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_252AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_252"/job:ps/task:4/device:CPU:0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0  save/RestoreV2_253/tensor_namesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/moving_variance  #save/RestoreV2_253/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_253 RestoreV2 save/Constsave/RestoreV2_253/tensor_names#save/RestoreV2_253/shape_and_slices"/job:ps/task:5/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_253AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/moving_variancesave/RestoreV2_253"/job:ps/task:5/device:CPU:0* _output_shapes :* T0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/moving_variance* use_locking(  save/RestoreV2_254/tensor_namesConst"/job:ps/task:1/device:CPU:0*M valueDBBB8resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/weights* dtype0* _output_shapes :  #save/RestoreV2_254/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_254 RestoreV2 save/Constsave/RestoreV2_254/tensor_names#save/RestoreV2_254/shape_and_slices"/job:ps/task:1/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_254AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/weightssave/RestoreV2_254"/job:ps/task:1/device:CPU:0* validate_shape(*f _class\ 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valueLBJB@resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/gamma  #save/RestoreV2_256/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_256 RestoreV2 save/Constsave/RestoreV2_256/tensor_names#save/RestoreV2_256/shape_and_slices"/job:ps/task:8/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_256Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_256"/job:ps/task:8/device:CPU:0* T0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_257/tensor_namesConst"/job:ps/task:9/device:CPU:0* dtype0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/moving_mean  #save/RestoreV2_257/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_257 RestoreV2 save/Constsave/RestoreV2_257/tensor_names#save/RestoreV2_257/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_257AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_257"/job:ps/task:9/device:CPU:0* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :  save/RestoreV2_258/tensor_namesConst"/job:ps/task:10/device:CPU:0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0  #save/RestoreV2_258/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_258 RestoreV2 save/Constsave/RestoreV2_258/tensor_names#save/RestoreV2_258/shape_and_slices"/job:ps/task:10/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_258AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/moving_variancesave/RestoreV2_258"/job:ps/task:10/device:CPU:0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0  save/RestoreV2_259/tensor_namesConst"/job:ps/task:6/device:CPU:0* _output_shapes :*M valueDBBB8resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/weights* dtype0  #save/RestoreV2_259/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_259 RestoreV2 save/Constsave/RestoreV2_259/tensor_names#save/RestoreV2_259/shape_and_slices"/job:ps/task:6/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_259AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/weightssave/RestoreV2_259"/job:ps/task:6/device:CPU:0*( _output_shapes :* T0* validate_shape(*f _class\ 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valueLBJB@resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/gamma* dtype0  #save/RestoreV2_261/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_261 RestoreV2 save/Constsave/RestoreV2_261/tensor_names#save/RestoreV2_261/shape_and_slices"/job:ps/task:2/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_261Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_261"/job:ps/task:2/device:CPU:0* _output_shapes :* T0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(  save/RestoreV2_262/tensor_namesConst"/job:ps/task:3/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_262/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_262 RestoreV2 save/Constsave/RestoreV2_262/tensor_names#save/RestoreV2_262/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_262AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_262"/job:ps/task:3/device:CPU:0*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_263/tensor_namesConst"/job:ps/task:4/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_263/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_263 RestoreV2 save/Constsave/RestoreV2_263/tensor_names#save/RestoreV2_263/shape_and_slices"/job:ps/task:4/device:CPU:0* _output_shapes :* dtypes 2  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ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_265/tensor_namesConst"/job:ps/task:6/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_265/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_265 RestoreV2 save/Constsave/RestoreV2_265/tensor_names#save/RestoreV2_265/shape_and_slices"/job:ps/task:6/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_265AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_265"/job:ps/task:6/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_266/tensor_namesConst"/job:ps/task:7/device:CPU:0* dtype0* _output_shapes :*U valueLBJB@resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/gamma  #save/RestoreV2_266/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_266 RestoreV2 save/Constsave/RestoreV2_266/tensor_names#save/RestoreV2_266/shape_and_slices"/job:ps/task:7/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_266Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_266"/job:ps/task:7/device:CPU:0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* T0  save/RestoreV2_267/tensor_namesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/moving_mean  #save/RestoreV2_267/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_267 RestoreV2 save/Constsave/RestoreV2_267/tensor_names#save/RestoreV2_267/shape_and_slices"/job:ps/task:8/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_267AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_267"/job:ps/task:8/device:CPU:0*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_268/tensor_namesConst"/job:ps/task:9/device:CPU:0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/moving_variance* dtype0  #save/RestoreV2_268/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_268 RestoreV2 save/Constsave/RestoreV2_268/tensor_names#save/RestoreV2_268/shape_and_slices"/job:ps/task:9/device:CPU:0* dtypes 2* _output_shapes :  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ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_270/tensor_namesConst"/job:ps/task:0/device:CPU:0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/beta* dtype0  #save/RestoreV2_270/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_270 RestoreV2 save/Constsave/RestoreV2_270/tensor_names#save/RestoreV2_270/shape_and_slices"/job:ps/task:0/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_270AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_270"/job:ps/task:0/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_271/tensor_namesConst"/job:ps/task:1/device:CPU:0* _output_shapes :*U valueLBJB@resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/gamma* dtype0  #save/RestoreV2_271/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_271 RestoreV2 save/Constsave/RestoreV2_271/tensor_names#save/RestoreV2_271/shape_and_slices"/job:ps/task:1/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_271Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_271"/job:ps/task:1/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_272/tensor_namesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/moving_mean  #save/RestoreV2_272/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_272 RestoreV2 save/Constsave/RestoreV2_272/tensor_names#save/RestoreV2_272/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_272AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_272"/job:ps/task:2/device:CPU:0* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :  save/RestoreV2_273/tensor_namesConst"/job:ps/task:3/device:CPU:0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0  #save/RestoreV2_273/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_273 RestoreV2 save/Constsave/RestoreV2_273/tensor_names#save/RestoreV2_273/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_273AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/moving_variancesave/RestoreV2_273"/job:ps/task:3/device:CPU:0* _output_shapes :* T0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/moving_variance* use_locking(  save/RestoreV2_274/tensor_namesConst"/job:ps/task:10/device:CPU:0*M valueDBBB8resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/weights* dtype0* _output_shapes :  #save/RestoreV2_274/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_274 RestoreV2 save/Constsave/RestoreV2_274/tensor_names#save/RestoreV2_274/shape_and_slices"/job:ps/task:10/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_274AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/weightssave/RestoreV2_274"/job:ps/task:10/device:CPU:0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_275/tensor_namesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/beta  #save/RestoreV2_275/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_275 RestoreV2 save/Constsave/RestoreV2_275/tensor_names#save/RestoreV2_275/shape_and_slices"/job:ps/task:5/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_275AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_275"/job:ps/task:5/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_276/tensor_namesConst"/job:ps/task:6/device:CPU:0* dtype0* _output_shapes :*U valueLBJB@resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/gamma  #save/RestoreV2_276/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_276 RestoreV2 save/Constsave/RestoreV2_276/tensor_names#save/RestoreV2_276/shape_and_slices"/job:ps/task:6/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_276Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_276"/job:ps/task:6/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_277/tensor_namesConst"/job:ps/task:7/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_277/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_277 RestoreV2 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save/Constsave/RestoreV2_282/tensor_names#save/RestoreV2_282/shape_and_slices"/job:ps/task:1/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_282AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_282"/job:ps/task:1/device:CPU:0* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(* _output_shapes :  save/RestoreV2_283/tensor_namesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/moving_variance  #save/RestoreV2_283/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_283 RestoreV2 save/Constsave/RestoreV2_283/tensor_names#save/RestoreV2_283/shape_and_slices"/job:ps/task:2/device:CPU:0* dtypes 2* _output_shapes :  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ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/weights* use_locking(  save/RestoreV2_285/tensor_namesConst"/job:ps/task:9/device:CPU:0*S valueJBHB>resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_285/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_285 RestoreV2 save/Constsave/RestoreV2_285/tensor_names#save/RestoreV2_285/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_285AssignYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_285"/job:ps/task:9/device:CPU:0* _output_shapes :* T0* validate_shape(*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/beta* use_locking(  save/RestoreV2_286/tensor_namesConst"/job:ps/task:10/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_286/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_286 RestoreV2 save/Constsave/RestoreV2_286/tensor_names#save/RestoreV2_286/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_286AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_286"/job:ps/task:10/device:CPU:0* _output_shapes :* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(  save/RestoreV2_287/tensor_namesConst"/job:ps/task:0/device:CPU:0* dtype0* _output_shapes :*Z valueQBOBEresnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean  #save/RestoreV2_287/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_287 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YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :  save/RestoreV2_290/tensor_namesConst"/job:ps/task:3/device:CPU:0* dtype0* _output_shapes :*S valueJBHB>resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/beta  #save/RestoreV2_290/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_290 RestoreV2 save/Constsave/RestoreV2_290/tensor_names#save/RestoreV2_290/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_290AssignYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_290"/job:ps/task:3/device:CPU:0* _output_shapes :* T0* validate_shape(*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/beta* use_locking(  save/RestoreV2_291/tensor_namesConst"/job:ps/task:4/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_291/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_291 RestoreV2 save/Constsave/RestoreV2_291/tensor_names#save/RestoreV2_291/shape_and_slices"/job:ps/task:4/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_291AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_291"/job:ps/task:4/device:CPU:0* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_292/tensor_namesConst"/job:ps/task:5/device:CPU:0* _output_shapes :*Z valueQBOBEresnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean* dtype0  #save/RestoreV2_292/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_292 RestoreV2 save/Constsave/RestoreV2_292/tensor_names#save/RestoreV2_292/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_292Assign`FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_292"/job:ps/task:5/device:CPU:0*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_293/tensor_namesConst"/job:ps/task:6/device:CPU:0*^ valueUBSBIresnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_293/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_293 RestoreV2 save/Constsave/RestoreV2_293/tensor_names#save/RestoreV2_293/shape_and_slices"/job:ps/task:6/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_293AssigndFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variancesave/RestoreV2_293"/job:ps/task:6/device:CPU:0* T0* validate_shape(*w _classm kiloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/moving_variance* use_locking(* _output_shapes :  save/RestoreV2_294/tensor_namesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :*L valueCBAB7resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/weights  #save/RestoreV2_294/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_294 RestoreV2 save/Constsave/RestoreV2_294/tensor_names#save/RestoreV2_294/shape_and_slices"/job:ps/task:2/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_294AssignRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/weightssave/RestoreV2_294"/job:ps/task:2/device:CPU:0* validate_shape(*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_295/tensor_namesConst"/job:ps/task:8/device:CPU:0* _output_shapes :*S valueJBHB>resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/beta* dtype0  #save/RestoreV2_295/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_295 RestoreV2 save/Constsave/RestoreV2_295/tensor_names#save/RestoreV2_295/shape_and_slices"/job:ps/task:8/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_295AssignYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_295"/job:ps/task:8/device:CPU:0* _output_shapes :* T0* validate_shape(*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/beta* use_locking(  save/RestoreV2_296/tensor_namesConst"/job:ps/task:9/device:CPU:0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/gamma* dtype0  #save/RestoreV2_296/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_296 RestoreV2 save/Constsave/RestoreV2_296/tensor_names#save/RestoreV2_296/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_296AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_296"/job:ps/task:9/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_297/tensor_namesConst"/job:ps/task:10/device:CPU:0*Z valueQBOBEresnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_297/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_297 RestoreV2 save/Constsave/RestoreV2_297/tensor_names#save/RestoreV2_297/shape_and_slices"/job:ps/task:10/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_297Assign`FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_297"/job:ps/task:10/device:CPU:0* _output_shapes :* T0* validate_shape(*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(  save/RestoreV2_298/tensor_namesConst"/job:ps/task:0/device:CPU:0* dtype0* _output_shapes :*^ valueUBSBIresnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance  #save/RestoreV2_298/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_298 RestoreV2 save/Constsave/RestoreV2_298/tensor_names#save/RestoreV2_298/shape_and_slices"/job:ps/task:0/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_298AssigndFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variancesave/RestoreV2_298"/job:ps/task:0/device:CPU:0* T0* validate_shape(*w _classm kiloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance* use_locking(* _output_shapes :  save/RestoreV2_299/tensor_namesConst"/job:ps/task:7/device:CPU:0* _output_shapes :*L valueCBAB7resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/weights* dtype0  #save/RestoreV2_299/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_299 RestoreV2 save/Constsave/RestoreV2_299/tensor_names#save/RestoreV2_299/shape_and_slices"/job:ps/task:7/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_299AssignRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/weightssave/RestoreV2_299"/job:ps/task:7/device:CPU:0* T0* validate_shape(*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :  save/RestoreV2_300/tensor_namesConst"/job:ps/task:4/device:CPU:0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/beta* dtype0  #save/RestoreV2_300/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_300 RestoreV2 save/Constsave/RestoreV2_300/tensor_names#save/RestoreV2_300/shape_and_slices"/job:ps/task:4/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_300AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_300"/job:ps/task:4/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_301/tensor_namesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :*U valueLBJB@resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/gamma  #save/RestoreV2_301/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_301 RestoreV2 save/Constsave/RestoreV2_301/tensor_names#save/RestoreV2_301/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_301Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_301"/job:ps/task:5/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_302/tensor_namesConst"/job:ps/task:6/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_302/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_302 RestoreV2 save/Constsave/RestoreV2_302/tensor_names#save/RestoreV2_302/shape_and_slices"/job:ps/task:6/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_302AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_302"/job:ps/task:6/device:CPU:0* _output_shapes :* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(  save/RestoreV2_303/tensor_namesConst"/job:ps/task:7/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_303/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_303 RestoreV2 save/Constsave/RestoreV2_303/tensor_names#save/RestoreV2_303/shape_and_slices"/job:ps/task:7/device:CPU:0* _output_shapes :* dtypes 2  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ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :  save/RestoreV2_305/tensor_namesConst"/job:ps/task:9/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_305/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_305 RestoreV2 save/Constsave/RestoreV2_305/tensor_names#save/RestoreV2_305/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_305AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_305"/job:ps/task:9/device:CPU:0* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :  save/RestoreV2_306/tensor_namesConst"/job:ps/task:10/device:CPU:0* dtype0* _output_shapes :*U valueLBJB@resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/gamma  #save/RestoreV2_306/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_306 RestoreV2 save/Constsave/RestoreV2_306/tensor_names#save/RestoreV2_306/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_306Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_306"/job:ps/task:10/device:CPU:0* _output_shapes :* T0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(  save/RestoreV2_307/tensor_namesConst"/job:ps/task:0/device:CPU:0* dtype0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/moving_mean  #save/RestoreV2_307/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_307 RestoreV2 save/Constsave/RestoreV2_307/tensor_names#save/RestoreV2_307/shape_and_slices"/job:ps/task:0/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_307AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_307"/job:ps/task:0/device:CPU:0* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(* _output_shapes :  save/RestoreV2_308/tensor_namesConst"/job:ps/task:1/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_308/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_308 RestoreV2 save/Constsave/RestoreV2_308/tensor_names#save/RestoreV2_308/shape_and_slices"/job:ps/task:1/device:CPU:0* _output_shapes :* dtypes 2  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ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* T0* validate_shape(  save/RestoreV2_310/tensor_namesConst"/job:ps/task:3/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_310/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_310 RestoreV2 save/Constsave/RestoreV2_310/tensor_names#save/RestoreV2_310/shape_and_slices"/job:ps/task:3/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_310AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_310"/job:ps/task:3/device:CPU:0* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :  save/RestoreV2_311/tensor_namesConst"/job:ps/task:4/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_311/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_311 RestoreV2 save/Constsave/RestoreV2_311/tensor_names#save/RestoreV2_311/shape_and_slices"/job:ps/task:4/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_311Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_311"/job:ps/task:4/device:CPU:0* _output_shapes :* T0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(  save/RestoreV2_312/tensor_namesConst"/job:ps/task:5/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_312/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_312 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ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* T0* validate_shape(  save/RestoreV2_315/tensor_namesConst"/job:ps/task:8/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_315/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_315 RestoreV2 save/Constsave/RestoreV2_315/tensor_names#save/RestoreV2_315/shape_and_slices"/job:ps/task:8/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_315AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_315"/job:ps/task:8/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_316/tensor_namesConst"/job:ps/task:9/device:CPU:0* dtype0* _output_shapes :*U valueLBJB@resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/gamma  #save/RestoreV2_316/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_316 RestoreV2 save/Constsave/RestoreV2_316/tensor_names#save/RestoreV2_316/shape_and_slices"/job:ps/task:9/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_316Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_316"/job:ps/task:9/device:CPU:0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* T0  save/RestoreV2_317/tensor_namesConst"/job:ps/task:10/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_317/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_317 RestoreV2 save/Constsave/RestoreV2_317/tensor_names#save/RestoreV2_317/shape_and_slices"/job:ps/task:10/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_317AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_317"/job:ps/task:10/device:CPU:0* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :  save/RestoreV2_318/tensor_namesConst"/job:ps/task:0/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_318/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_318 RestoreV2 save/Constsave/RestoreV2_318/tensor_names#save/RestoreV2_318/shape_and_slices"/job:ps/task:0/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_318AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/moving_variancesave/RestoreV2_318"/job:ps/task:0/device:CPU:0* _output_shapes :* T0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/moving_variance* use_locking(  save/RestoreV2_319/tensor_namesConst"/job:ps/task:7/device:CPU:0* dtype0* _output_shapes :*M valueDBBB8resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/weights  #save/RestoreV2_319/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_319 RestoreV2 save/Constsave/RestoreV2_319/tensor_names#save/RestoreV2_319/shape_and_slices"/job:ps/task:7/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_319AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/weightssave/RestoreV2_319"/job:ps/task:7/device:CPU:0* T0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :  save/RestoreV2_320/tensor_namesConst"/job:ps/task:2/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_320/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_320 RestoreV2 save/Constsave/RestoreV2_320/tensor_names#save/RestoreV2_320/shape_and_slices"/job:ps/task:2/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_320AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_320"/job:ps/task:2/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_321/tensor_namesConst"/job:ps/task:3/device:CPU:0* _output_shapes :*U valueLBJB@resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/gamma* dtype0  #save/RestoreV2_321/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_321 RestoreV2 save/Constsave/RestoreV2_321/tensor_names#save/RestoreV2_321/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_321Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_321"/job:ps/task:3/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_322/tensor_namesConst"/job:ps/task:4/device:CPU:0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/moving_mean* dtype0  #save/RestoreV2_322/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_322 RestoreV2 save/Constsave/RestoreV2_322/tensor_names#save/RestoreV2_322/shape_and_slices"/job:ps/task:4/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_322AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_322"/job:ps/task:4/device:CPU:0*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_323/tensor_namesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/moving_variance  #save/RestoreV2_323/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_323 RestoreV2 save/Constsave/RestoreV2_323/tensor_names#save/RestoreV2_323/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_323AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/moving_variancesave/RestoreV2_323"/job:ps/task:5/device:CPU:0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0  save/RestoreV2_324/tensor_namesConst"/job:ps/task:1/device:CPU:0*M valueDBBB8resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/weights* dtype0* _output_shapes :  #save/RestoreV2_324/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_324 RestoreV2 save/Constsave/RestoreV2_324/tensor_names#save/RestoreV2_324/shape_and_slices"/job:ps/task:1/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_324AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/weightssave/RestoreV2_324"/job:ps/task:1/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* T0* validate_shape(  save/RestoreV2_325/tensor_namesConst"/job:ps/task:7/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_325/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_325 RestoreV2 save/Constsave/RestoreV2_325/tensor_names#save/RestoreV2_325/shape_and_slices"/job:ps/task:7/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_325AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_325"/job:ps/task:7/device:CPU:0* _output_shapes :* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/beta* use_locking(  save/RestoreV2_326/tensor_namesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :*U valueLBJB@resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/gamma  #save/RestoreV2_326/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_326 RestoreV2 save/Constsave/RestoreV2_326/tensor_names#save/RestoreV2_326/shape_and_slices"/job:ps/task:8/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_326Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_326"/job:ps/task:8/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_327/tensor_namesConst"/job:ps/task:9/device:CPU:0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0  #save/RestoreV2_327/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_327 RestoreV2 save/Constsave/RestoreV2_327/tensor_names#save/RestoreV2_327/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_327AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_327"/job:ps/task:9/device:CPU:0*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_328/tensor_namesConst"/job:ps/task:10/device:CPU:0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/moving_variance* dtype0  #save/RestoreV2_328/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_328 RestoreV2 save/Constsave/RestoreV2_328/tensor_names#save/RestoreV2_328/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_328AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/moving_variancesave/RestoreV2_328"/job:ps/task:10/device:CPU:0*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_329/tensor_namesConst"/job:ps/task:6/device:CPU:0* _output_shapes :*M valueDBBB8resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/weights* dtype0  #save/RestoreV2_329/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_329 RestoreV2 save/Constsave/RestoreV2_329/tensor_names#save/RestoreV2_329/shape_and_slices"/job:ps/task:6/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_329AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/weightssave/RestoreV2_329"/job:ps/task:6/device:CPU:0* T0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :  save/RestoreV2_330/tensor_namesConst"/job:ps/task:1/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_330/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_330 RestoreV2 save/Constsave/RestoreV2_330/tensor_names#save/RestoreV2_330/shape_and_slices"/job:ps/task:1/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_330AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_330"/job:ps/task:1/device:CPU:0* _output_shapes :* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/beta* use_locking(  save/RestoreV2_331/tensor_namesConst"/job:ps/task:2/device:CPU:0* _output_shapes :*U valueLBJB@resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/gamma* dtype0  #save/RestoreV2_331/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_331 RestoreV2 save/Constsave/RestoreV2_331/tensor_names#save/RestoreV2_331/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_331Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_331"/job:ps/task:2/device:CPU:0* T0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_332/tensor_namesConst"/job:ps/task:3/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_332/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_332 RestoreV2 save/Constsave/RestoreV2_332/tensor_names#save/RestoreV2_332/shape_and_slices"/job:ps/task:3/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_332AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_332"/job:ps/task:3/device:CPU:0*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_333/tensor_namesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/moving_variance  #save/RestoreV2_333/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_333 RestoreV2 save/Constsave/RestoreV2_333/tensor_names#save/RestoreV2_333/shape_and_slices"/job:ps/task:4/device:CPU:0* _output_shapes :* dtypes 2  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ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* T0* validate_shape(  save/RestoreV2_335/tensor_namesConst"/job:ps/task:6/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_335/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_335 RestoreV2 save/Constsave/RestoreV2_335/tensor_names#save/RestoreV2_335/shape_and_slices"/job:ps/task:6/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_335AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_335"/job:ps/task:6/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_336/tensor_namesConst"/job:ps/task:7/device:CPU:0* _output_shapes :*U 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save/Constsave/RestoreV2_337/tensor_names#save/RestoreV2_337/shape_and_slices"/job:ps/task:8/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_337AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/moving_meansave/RestoreV2_337"/job:ps/task:8/device:CPU:0* _output_shapes :* T0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(  save/RestoreV2_338/tensor_namesConst"/job:ps/task:9/device:CPU:0* _output_shapes :*_ valueVBTBJresnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/moving_variance* dtype0  #save/RestoreV2_338/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_338 RestoreV2 save/Constsave/RestoreV2_338/tensor_names#save/RestoreV2_338/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  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valueLBJB@resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/gamma* dtype0  #save/RestoreV2_341/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_341 RestoreV2 save/Constsave/RestoreV2_341/tensor_names#save/RestoreV2_341/shape_and_slices"/job:ps/task:1/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_341Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_341"/job:ps/task:1/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_342/tensor_namesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/moving_mean  #save/RestoreV2_342/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_342 RestoreV2 save/Constsave/RestoreV2_342/tensor_names#save/RestoreV2_342/shape_and_slices"/job:ps/task:2/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_342AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_342"/job:ps/task:2/device:CPU:0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0  save/RestoreV2_343/tensor_namesConst"/job:ps/task:3/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_343/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_343 RestoreV2 save/Constsave/RestoreV2_343/tensor_names#save/RestoreV2_343/shape_and_slices"/job:ps/task:3/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_343AssigneFirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/moving_variancesave/RestoreV2_343"/job:ps/task:3/device:CPU:0* T0* validate_shape(*x _classn ljloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/moving_variance* use_locking(* _output_shapes :  save/RestoreV2_344/tensor_namesConst"/job:ps/task:10/device:CPU:0* dtype0* _output_shapes :*M valueDBBB8resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/weights  #save/RestoreV2_344/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_344 RestoreV2 save/Constsave/RestoreV2_344/tensor_names#save/RestoreV2_344/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_344AssignSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/weightssave/RestoreV2_344"/job:ps/task:10/device:CPU:0* validate_shape(*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_345/tensor_namesConst"/job:ps/task:5/device:CPU:0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/beta* dtype0  #save/RestoreV2_345/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_345 RestoreV2 save/Constsave/RestoreV2_345/tensor_names#save/RestoreV2_345/shape_and_slices"/job:ps/task:5/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_345AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_345"/job:ps/task:5/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_346/tensor_namesConst"/job:ps/task:6/device:CPU:0* _output_shapes :*U 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save/Constsave/RestoreV2_347/tensor_names#save/RestoreV2_347/shape_and_slices"/job:ps/task:7/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_347AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_347"/job:ps/task:7/device:CPU:0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0  save/RestoreV2_348/tensor_namesConst"/job:ps/task:8/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_348/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_348 RestoreV2 save/Constsave/RestoreV2_348/tensor_names#save/RestoreV2_348/shape_and_slices"/job:ps/task:8/device:CPU:0* dtypes 2* _output_shapes :  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ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/weights* use_locking(  save/RestoreV2_350/tensor_namesConst"/job:ps/task:10/device:CPU:0*T valueKBIB?resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_350/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_350 RestoreV2 save/Constsave/RestoreV2_350/tensor_names#save/RestoreV2_350/shape_and_slices"/job:ps/task:10/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_350AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_350"/job:ps/task:10/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_351/tensor_namesConst"/job:ps/task:0/device:CPU:0*U valueLBJB@resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_351/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_351 RestoreV2 save/Constsave/RestoreV2_351/tensor_names#save/RestoreV2_351/shape_and_slices"/job:ps/task:0/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_351Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_351"/job:ps/task:0/device:CPU:0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* T0  save/RestoreV2_352/tensor_namesConst"/job:ps/task:1/device:CPU:0*[ valueRBPBFresnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_352/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_352 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ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/weights* use_locking(  save/RestoreV2_355/tensor_namesConst"/job:ps/task:4/device:CPU:0* _output_shapes :*T valueKBIB?resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/beta* dtype0  #save/RestoreV2_355/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_355 RestoreV2 save/Constsave/RestoreV2_355/tensor_names#save/RestoreV2_355/shape_and_slices"/job:ps/task:4/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_355AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_355"/job:ps/task:4/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_356/tensor_namesConst"/job:ps/task:5/device:CPU:0* _output_shapes :*U valueLBJB@resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/gamma* dtype0  #save/RestoreV2_356/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_356 RestoreV2 save/Constsave/RestoreV2_356/tensor_names#save/RestoreV2_356/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_356Assign[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_356"/job:ps/task:5/device:CPU:0* T0* validate_shape(*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_357/tensor_namesConst"/job:ps/task:6/device:CPU:0* dtype0* _output_shapes :*[ valueRBPBFresnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/moving_mean  #save/RestoreV2_357/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_357 RestoreV2 save/Constsave/RestoreV2_357/tensor_names#save/RestoreV2_357/shape_and_slices"/job:ps/task:6/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_357AssignaFirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/moving_meansave/RestoreV2_357"/job:ps/task:6/device:CPU:0* validate_shape(*t _classj hfloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0  save/RestoreV2_358/tensor_namesConst"/job:ps/task:7/device:CPU:0*_ valueVBTBJresnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_358/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_358 RestoreV2 save/Constsave/RestoreV2_358/tensor_names#save/RestoreV2_358/shape_and_slices"/job:ps/task:7/device:CPU:0* dtypes 2* _output_shapes :  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ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :  save/RestoreV2_360/tensor_namesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :*S valueJBHB>resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/beta  #save/RestoreV2_360/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_360 RestoreV2 save/Constsave/RestoreV2_360/tensor_names#save/RestoreV2_360/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_360AssignYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_360"/job:ps/task:2/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_361/tensor_namesConst"/job:ps/task:3/device:CPU:0* dtype0* _output_shapes :*T 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save/Constsave/RestoreV2_362/tensor_names#save/RestoreV2_362/shape_and_slices"/job:ps/task:4/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_362Assign`FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_362"/job:ps/task:4/device:CPU:0*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_363/tensor_namesConst"/job:ps/task:5/device:CPU:0*^ valueUBSBIresnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_363/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_363 RestoreV2 save/Constsave/RestoreV2_363/tensor_names#save/RestoreV2_363/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  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valueKBIB?resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_386/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_386 RestoreV2 save/Constsave/RestoreV2_386/tensor_names#save/RestoreV2_386/shape_and_slices"/job:ps/task:6/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_386AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_386"/job:ps/task:6/device:CPU:0* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_387/tensor_namesConst"/job:ps/task:7/device:CPU:0* dtype0* _output_shapes :*Z valueQBOBEresnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/moving_mean  #save/RestoreV2_387/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_387 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valueKBIB?resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_391/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_391 RestoreV2 save/Constsave/RestoreV2_391/tensor_names#save/RestoreV2_391/shape_and_slices"/job:ps/task:0/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_391AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_391"/job:ps/task:0/device:CPU:0* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_392/tensor_namesConst"/job:ps/task:1/device:CPU:0*Z valueQBOBEresnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_392/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_392 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YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_405/tensor_namesConst"/job:ps/task:3/device:CPU:0*S valueJBHB>resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_405/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_405 RestoreV2 save/Constsave/RestoreV2_405/tensor_names#save/RestoreV2_405/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_405AssignYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_405"/job:ps/task:3/device:CPU:0* _output_shapes :* T0* validate_shape(*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/beta* use_locking(  save/RestoreV2_406/tensor_namesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :*T 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save/Constsave/RestoreV2_407/tensor_names#save/RestoreV2_407/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_407Assign`FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_407"/job:ps/task:5/device:CPU:0* validate_shape(*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0  save/RestoreV2_408/tensor_namesConst"/job:ps/task:6/device:CPU:0*^ valueUBSBIresnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_408/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_408 RestoreV2 save/Constsave/RestoreV2_408/tensor_names#save/RestoreV2_408/shape_and_slices"/job:ps/task:6/device:CPU:0* _output_shapes :* dtypes 2  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valueKBIB?resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/gamma* dtype0  #save/RestoreV2_411/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_411 RestoreV2 save/Constsave/RestoreV2_411/tensor_names#save/RestoreV2_411/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_411AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_411"/job:ps/task:9/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* T0  save/RestoreV2_412/tensor_namesConst"/job:ps/task:10/device:CPU:0*Z valueQBOBEresnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_412/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_412 RestoreV2 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valueKBIB?resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_416/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_416 RestoreV2 save/Constsave/RestoreV2_416/tensor_names#save/RestoreV2_416/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_416AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_416"/job:ps/task:3/device:CPU:0* T0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_417/tensor_namesConst"/job:ps/task:4/device:CPU:0*Z valueQBOBEresnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_417/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_417 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YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* T0* validate_shape(  save/RestoreV2_430/tensor_namesConst"/job:ps/task:6/device:CPU:0* dtype0* _output_shapes :*S valueJBHB>resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/beta  #save/RestoreV2_430/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_430 RestoreV2 save/Constsave/RestoreV2_430/tensor_names#save/RestoreV2_430/shape_and_slices"/job:ps/task:6/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_430AssignYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_430"/job:ps/task:6/device:CPU:0* validate_shape(*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_431/tensor_namesConst"/job:ps/task:7/device:CPU:0* dtype0* _output_shapes :*T 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save/Constsave/RestoreV2_437/tensor_names#save/RestoreV2_437/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_437Assign`FirstStageFeatureExtractor/resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_437"/job:ps/task:2/device:CPU:0* validate_shape(*s _classi geloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0  save/RestoreV2_438/tensor_namesConst"/job:ps/task:3/device:CPU:0*^ valueUBSBIresnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0* _output_shapes :  #save/RestoreV2_438/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_438 RestoreV2 save/Constsave/RestoreV2_438/tensor_names#save/RestoreV2_438/shape_and_slices"/job:ps/task:3/device:CPU:0* _output_shapes :* dtypes 2  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YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* T0* validate_shape(  save/RestoreV2_450/tensor_namesConst"/job:ps/task:4/device:CPU:0* _output_shapes :*S valueJBHB>resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/beta* dtype0  #save/RestoreV2_450/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_450 RestoreV2 save/Constsave/RestoreV2_450/tensor_names#save/RestoreV2_450/shape_and_slices"/job:ps/task:4/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_450AssignYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_450"/job:ps/task:4/device:CPU:0* validate_shape(*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_451/tensor_namesConst"/job:ps/task:5/device:CPU:0*T 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valueKBIB?resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_456/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_456 RestoreV2 save/Constsave/RestoreV2_456/tensor_names#save/RestoreV2_456/shape_and_slices"/job:ps/task:10/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_456AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_456"/job:ps/task:10/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_457/tensor_namesConst"/job:ps/task:0/device:CPU:0*Z valueQBOBEresnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_457/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_457 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valueKBIB?resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_461/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_461 RestoreV2 save/Constsave/RestoreV2_461/tensor_names#save/RestoreV2_461/shape_and_slices"/job:ps/task:4/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_461AssignZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_461"/job:ps/task:4/device:CPU:0* validate_shape(*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* T0  save/RestoreV2_462/tensor_namesConst"/job:ps/task:5/device:CPU:0* _output_shapes :*Z valueQBOBEresnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0  #save/RestoreV2_462/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_462 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ZXloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/weights* use_locking(  save/RestoreV2_475/tensor_namesConst"/job:ps/task:3/device:CPU:0* _output_shapes :*S valueJBHB>resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/beta* dtype0  #save/RestoreV2_475/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_475 RestoreV2 save/Constsave/RestoreV2_475/tensor_names#save/RestoreV2_475/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_475AssignZSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_475"/job:ps/task:3/device:CPU:0*m _classc a_loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_476/tensor_namesConst"/job:ps/task:4/device:CPU:0*T valueKBIB?resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_476/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_476 RestoreV2 save/Constsave/RestoreV2_476/tensor_names#save/RestoreV2_476/shape_and_slices"/job:ps/task:4/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_476Assign[SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_476"/job:ps/task:4/device:CPU:0* validate_shape(*n _classd b`loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* T0  save/RestoreV2_477/tensor_namesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :*Z valueQBOBEresnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean  #save/RestoreV2_477/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_477 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save/Assign_478AssigneSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variancesave/RestoreV2_478"/job:ps/task:6/device:CPU:0*x _classn ljloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_479/tensor_namesConst"/job:ps/task:2/device:CPU:0*L valueCBAB7resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/weights* dtype0* _output_shapes :  #save/RestoreV2_479/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_479 RestoreV2 save/Constsave/RestoreV2_479/tensor_names#save/RestoreV2_479/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_479AssignSSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/weightssave/RestoreV2_479"/job:ps/task:2/device:CPU:0*( _output_shapes :* T0* validate_shape(*f _class\ ZXloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/weights* use_locking(  save/RestoreV2_480/tensor_namesConst"/job:ps/task:10/device:CPU:0*V valueMBKBAresnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_480/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_480 RestoreV2 save/Constsave/RestoreV2_480/tensor_names#save/RestoreV2_480/shape_and_slices"/job:ps/task:10/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_480Assign]SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/betasave/RestoreV2_480"/job:ps/task:10/device:CPU:0*p _classf dbloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/beta* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_481/tensor_namesConst"/job:ps/task:0/device:CPU:0*W valueNBLBBresnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_481/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_481 RestoreV2 save/Constsave/RestoreV2_481/tensor_names#save/RestoreV2_481/shape_and_slices"/job:ps/task:0/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_481Assign^SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/gammasave/RestoreV2_481"/job:ps/task:0/device:CPU:0*q _classg ecloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_482/tensor_namesConst"/job:ps/task:1/device:CPU:0* dtype0* _output_shapes :*] valueTBRBHresnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/moving_mean  #save/RestoreV2_482/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  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][loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/weights* use_locking(  save/RestoreV2_485/tensor_namesConst"/job:ps/task:8/device:CPU:0* _output_shapes :*S valueJBHB>resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm/beta* dtype0  #save/RestoreV2_485/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_485 RestoreV2 save/Constsave/RestoreV2_485/tensor_names#save/RestoreV2_485/shape_and_slices"/job:ps/task:8/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_485AssignZSecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_485"/job:ps/task:8/device:CPU:0* validate_shape(*m _classc a_loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_486/tensor_namesConst"/job:ps/task:9/device:CPU:0* _output_shapes :*T 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ZXloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* T0* validate_shape(  save/RestoreV2_490/tensor_namesConst"/job:ps/task:2/device:CPU:0*S valueJBHB>resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_490/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_490 RestoreV2 save/Constsave/RestoreV2_490/tensor_names#save/RestoreV2_490/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_490AssignZSecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_490"/job:ps/task:2/device:CPU:0* validate_shape(*m _classc a_loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_491/tensor_namesConst"/job:ps/task:3/device:CPU:0*T 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ZXloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :  save/RestoreV2_495/tensor_namesConst"/job:ps/task:7/device:CPU:0* dtype0* _output_shapes :*S valueJBHB>resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/beta  #save/RestoreV2_495/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_495 RestoreV2 save/Constsave/RestoreV2_495/tensor_names#save/RestoreV2_495/shape_and_slices"/job:ps/task:7/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_495AssignZSecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_495"/job:ps/task:7/device:CPU:0* T0* validate_shape(*m _classc a_loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :  save/RestoreV2_496/tensor_namesConst"/job:ps/task:8/device:CPU:0*T valueKBIB?resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_496/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_496 RestoreV2 save/Constsave/RestoreV2_496/tensor_names#save/RestoreV2_496/shape_and_slices"/job:ps/task:8/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_496Assign[SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_496"/job:ps/task:8/device:CPU:0* T0* validate_shape(*n _classd b`loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_497/tensor_namesConst"/job:ps/task:9/device:CPU:0* _output_shapes :*Z valueQBOBEresnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0  #save/RestoreV2_497/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_497 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save/Assign_498AssigneSecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variancesave/RestoreV2_498"/job:ps/task:10/device:CPU:0* validate_shape(*x _classn ljloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0  save/RestoreV2_499/tensor_namesConst"/job:ps/task:6/device:CPU:0*L valueCBAB7resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/weights* dtype0* _output_shapes :  #save/RestoreV2_499/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_499 RestoreV2 save/Constsave/RestoreV2_499/tensor_names#save/RestoreV2_499/shape_and_slices"/job:ps/task:6/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_499AssignSSecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/weightssave/RestoreV2_499"/job:ps/task:6/device:CPU:0*( _output_shapes :* T0* validate_shape(*f _class\ ZXloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/weights* use_locking(  save/RestoreV2_500/tensor_namesConst"/job:ps/task:1/device:CPU:0*S valueJBHB>resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_500/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_500 RestoreV2 save/Constsave/RestoreV2_500/tensor_names#save/RestoreV2_500/shape_and_slices"/job:ps/task:1/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_500AssignZSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/betasave/RestoreV2_500"/job:ps/task:1/device:CPU:0* validate_shape(*m _classc a_loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* T0  save/RestoreV2_501/tensor_namesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :*T valueKBIB?resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/gamma  #save/RestoreV2_501/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_501 RestoreV2 save/Constsave/RestoreV2_501/tensor_names#save/RestoreV2_501/shape_and_slices"/job:ps/task:2/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_501Assign[SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/gammasave/RestoreV2_501"/job:ps/task:2/device:CPU:0*n _classd b`loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_502/tensor_namesConst"/job:ps/task:3/device:CPU:0* _output_shapes :*Z valueQBOBEresnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean* dtype0  #save/RestoreV2_502/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_502 RestoreV2 save/Constsave/RestoreV2_502/tensor_names#save/RestoreV2_502/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_502AssignaSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/moving_meansave/RestoreV2_502"/job:ps/task:3/device:CPU:0*t _classj hfloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_503/tensor_namesConst"/job:ps/task:4/device:CPU:0* _output_shapes :*^ valueUBSBIresnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance* dtype0  #save/RestoreV2_503/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_503 RestoreV2 save/Constsave/RestoreV2_503/tensor_names#save/RestoreV2_503/shape_and_slices"/job:ps/task:4/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_503AssigneSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variancesave/RestoreV2_503"/job:ps/task:4/device:CPU:0*x _classn ljloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_504/tensor_namesConst"/job:ps/task:0/device:CPU:0*L valueCBAB7resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/weights* dtype0* _output_shapes :  #save/RestoreV2_504/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_504 RestoreV2 save/Constsave/RestoreV2_504/tensor_names#save/RestoreV2_504/shape_and_slices"/job:ps/task:0/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_504AssignSSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/weightssave/RestoreV2_504"/job:ps/task:0/device:CPU:0*f _class\ ZXloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* T0* validate_shape(  save/RestoreV2_505/tensor_namesConst"/job:ps/task:6/device:CPU:0*S valueJBHB>resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_505/shape_and_slicesConst"/job:ps/task:6/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_505 RestoreV2 save/Constsave/RestoreV2_505/tensor_names#save/RestoreV2_505/shape_and_slices"/job:ps/task:6/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_505AssignZSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/betasave/RestoreV2_505"/job:ps/task:6/device:CPU:0* T0* validate_shape(*m _classc a_loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :  save/RestoreV2_506/tensor_namesConst"/job:ps/task:7/device:CPU:0*T valueKBIB?resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_506/shape_and_slicesConst"/job:ps/task:7/device:CPU:0* _output_shapes :* value B B* dtype0  save/RestoreV2_506 RestoreV2 save/Constsave/RestoreV2_506/tensor_names#save/RestoreV2_506/shape_and_slices"/job:ps/task:7/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_506Assign[SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/gammasave/RestoreV2_506"/job:ps/task:7/device:CPU:0* T0* validate_shape(*n _classd b`loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :  save/RestoreV2_507/tensor_namesConst"/job:ps/task:8/device:CPU:0*Z valueQBOBEresnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_507/shape_and_slicesConst"/job:ps/task:8/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_507 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save/Assign_508AssigneSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variancesave/RestoreV2_508"/job:ps/task:9/device:CPU:0*x _classn ljloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0* validate_shape(  save/RestoreV2_509/tensor_namesConst"/job:ps/task:5/device:CPU:0* _output_shapes :*L valueCBAB7resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/weights* dtype0  #save/RestoreV2_509/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_509 RestoreV2 save/Constsave/RestoreV2_509/tensor_names#save/RestoreV2_509/shape_and_slices"/job:ps/task:5/device:CPU:0* _output_shapes :* dtypes 2  save/Assign_509AssignSSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/weightssave/RestoreV2_509"/job:ps/task:5/device:CPU:0* validate_shape(*f _class\ ZXloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* T0  save/RestoreV2_510/tensor_namesConst"/job:ps/task:0/device:CPU:0*S valueJBHB>resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_510/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_510 RestoreV2 save/Constsave/RestoreV2_510/tensor_names#save/RestoreV2_510/shape_and_slices"/job:ps/task:0/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_510AssignZSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/betasave/RestoreV2_510"/job:ps/task:0/device:CPU:0* T0* validate_shape(*m _classc a_loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :  save/RestoreV2_511/tensor_namesConst"/job:ps/task:1/device:CPU:0*T valueKBIB?resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_511/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_511 RestoreV2 save/Constsave/RestoreV2_511/tensor_names#save/RestoreV2_511/shape_and_slices"/job:ps/task:1/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_511Assign[SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/gammasave/RestoreV2_511"/job:ps/task:1/device:CPU:0* validate_shape(*n _classd b`loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* T0  save/RestoreV2_512/tensor_namesConst"/job:ps/task:2/device:CPU:0*Z valueQBOBEresnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0* _output_shapes :  #save/RestoreV2_512/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :* value B B  save/RestoreV2_512 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ZXloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/weights* use_locking(  save/RestoreV2_515/tensor_namesConst"/job:ps/task:1/device:CPU:0*7 value.B,B"resnet_v1_101/conv1/BatchNorm/beta* dtype0* _output_shapes :  #save/RestoreV2_515/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save/RestoreV2_515 RestoreV2 save/Constsave/RestoreV2_515/tensor_names#save/RestoreV2_515/shape_and_slices"/job:ps/task:1/device:CPU:0* dtypes 2* _output_shapes :  save/Assign_515Assign=FirstStageFeatureExtractor/resnet_v1_101/conv1/BatchNorm/betasave/RestoreV2_515"/job:ps/task:1/device:CPU:0* _output_shapes :@* T0* validate_shape(*P _classF DBloc:@FirstStageFeatureExtractor/resnet_v1_101/conv1/BatchNorm/beta* use_locking(  save/RestoreV2_516/tensor_namesConst"/job:ps/task:2/device:CPU:0*8 value/B-B#resnet_v1_101/conv1/BatchNorm/gamma* dtype0* _output_shapes :  #save/RestoreV2_516/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* 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^save/Assign^save/Assign_11^save/Assign_27^save/Assign_38^save/Assign_55^save/Assign_69^save/Assign_71^save/Assign_82^save/Assign_93^save/Assign_109^save/Assign_121^save/Assign_130^save/Assign_138^save/Assign_154^save/Assign_160^save/Assign_171^save/Assign_182^save/Assign_193^save/Assign_209^save/Assign_215^save/Assign_226^save/Assign_237^save/Assign_248^save/Assign_264^save/Assign_270^save/Assign_281^save/Assign_287^save/Assign_298^save/Assign_307^save/Assign_318^save/Assign_334^save/Assign_340^save/Assign_351^save/Assign_374^save/Assign_380^save/Assign_391^save/Assign_402^save/Assign_413^save/Assign_429^save/Assign_435^save/Assign_446^save/Assign_457^save/Assign_472^save/Assign_481^save/Assign_488^save/Assign_504^save/Assign_510^save/Assign_519"/job:ps/task:0/device:CPU:0  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XVloc:@gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/add_grad/Reshape*# _output_shapes :  * T0  dgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/add_grad/tuple/control_dependency_1IdentitySgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/add_grad/Reshape_1[^gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/add_grad/tuple/group_deps"/job:worker/device:GPU:0*f _class\ ZXloc:@gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/add_grad/Reshape_1*# _output_shapes :  * T0  Mgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/add_grad/ShapeShapeLoss/RPNLoss/Encode/get_center_coordinates_and_sizes/unstack:1"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  Qgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/add_1_grad/Shape_1Shape:Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/div_1"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  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bgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/add_1_grad/tuple/control_dependencyIdentityQgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/add_1_grad/Reshape[^gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/add_1_grad/tuple/group_deps"/job:worker/device:GPU:0*# _output_shapes :  * T0*d _classZ XVloc:@gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/add_1_grad/Reshape  dgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/add_1_grad/tuple/control_dependency_1IdentitySgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/add_1_grad/Reshape_1[^gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/add_1_grad/tuple/group_deps"/job:worker/device:GPU:0*f _class\ ZXloc:@gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/add_1_grad/Reshape_1*# _output_shapes :  * T0  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2gradients/Loss/RPNLoss/Encode/add_2_grad/Reshape_1Reshape.gradients/Loss/RPNLoss/Encode/add_2_grad/Sum_10gradients/Loss/RPNLoss/Encode/add_2_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :* T0  9gradients/Loss/RPNLoss/Encode/add_2_grad/tuple/group_depsNoOp1^gradients/Loss/RPNLoss/Encode/add_2_grad/Reshape3^gradients/Loss/RPNLoss/Encode/add_2_grad/Reshape_1"/job:worker/device:GPU:0  Agradients/Loss/RPNLoss/Encode/add_2_grad/tuple/control_dependencyIdentity0gradients/Loss/RPNLoss/Encode/add_2_grad/Reshape:^gradients/Loss/RPNLoss/Encode/add_2_grad/tuple/group_deps"/job:worker/device:GPU:0*# _output_shapes :  * T0*C _class9 75loc:@gradients/Loss/RPNLoss/Encode/add_2_grad/Reshape  Cgradients/Loss/RPNLoss/Encode/add_2_grad/tuple/control_dependency_1Identity2gradients/Loss/RPNLoss/Encode/add_2_grad/Reshape_1:^gradients/Loss/RPNLoss/Encode/add_2_grad/tuple/group_deps"/job:worker/device:GPU:0* T0*E _class; 97loc:@gradients/Loss/RPNLoss/Encode/add_2_grad/Reshape_1* _output_shapes :  gradients/AddN_7AddNCgradients/Loss/RPNLoss/Encode/div_1_grad/tuple/control_dependency_1Cgradients/Loss/RPNLoss/Encode/div_3_grad/tuple/control_dependency_1"/job:worker/device:GPU:0*# _output_shapes :  * N* T0*E _class; 97loc:@gradients/Loss/RPNLoss/Encode/div_1_grad/Reshape_1  ,gradients/Loss/RPNLoss/Encode/add_grad/ShapeShape:Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_1"/job:worker/device:GPU:0* out_type0* _output_shapes :* T0  .gradients/Loss/RPNLoss/Encode/add_grad/Shape_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* valueB  gradients/Loss/RPNLoss/Encode/add_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  0gradients/Loss/RPNLoss/Encode/add_grad/Reshape_1Reshape,gradients/Loss/RPNLoss/Encode/add_grad/Sum_1.gradients/Loss/RPNLoss/Encode/add_grad/Shape_1"/job:worker/device:GPU:0* T0* Tshape0* _output_shapes :  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0gradients/Loss/RPNLoss/Encode/add_3_grad/Shape_1Const"/job:worker/device:GPU:0* valueB* dtype0* _output_shapes :  >gradients/Loss/RPNLoss/Encode/add_3_grad/BroadcastGradientArgsBroadcastGradientArgs.gradients/Loss/RPNLoss/Encode/add_3_grad/Shape0gradients/Loss/RPNLoss/Encode/add_3_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  ,gradients/Loss/RPNLoss/Encode/add_3_grad/SumSumAgradients/Loss/RPNLoss/Encode/div_2_grad/tuple/control_dependency>gradients/Loss/RPNLoss/Encode/add_3_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  0gradients/Loss/RPNLoss/Encode/add_3_grad/ReshapeReshape,gradients/Loss/RPNLoss/Encode/add_3_grad/Sum.gradients/Loss/RPNLoss/Encode/add_3_grad/Shape"/job:worker/device:GPU:0*# _output_shapes :  * T0* Tshape0  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>gradients/Loss/RPNLoss/Encode/add_1_grad/BroadcastGradientArgsBroadcastGradientArgs.gradients/Loss/RPNLoss/Encode/add_1_grad/Shape0gradients/Loss/RPNLoss/Encode/add_1_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  ,gradients/Loss/RPNLoss/Encode/add_1_grad/SumSumgradients/AddN_8>gradients/Loss/RPNLoss/Encode/add_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  0gradients/Loss/RPNLoss/Encode/add_1_grad/ReshapeReshape,gradients/Loss/RPNLoss/Encode/add_1_grad/Sum.gradients/Loss/RPNLoss/Encode/add_1_grad/Shape"/job:worker/device:GPU:0* T0* Tshape0*# _output_shapes :    .gradients/Loss/RPNLoss/Encode/add_1_grad/Sum_1Sumgradients/AddN_8@gradients/Loss/RPNLoss/Encode/add_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  2gradients/Loss/RPNLoss/Encode/add_1_grad/Reshape_1Reshape.gradients/Loss/RPNLoss/Encode/add_1_grad/Sum_10gradients/Loss/RPNLoss/Encode/add_1_grad/Shape_1"/job:worker/device:GPU:0* T0* Tshape0* _output_shapes :  9gradients/Loss/RPNLoss/Encode/add_1_grad/tuple/group_depsNoOp1^gradients/Loss/RPNLoss/Encode/add_1_grad/Reshape3^gradients/Loss/RPNLoss/Encode/add_1_grad/Reshape_1"/job:worker/device:GPU:0  Agradients/Loss/RPNLoss/Encode/add_1_grad/tuple/control_dependencyIdentity0gradients/Loss/RPNLoss/Encode/add_1_grad/Reshape:^gradients/Loss/RPNLoss/Encode/add_1_grad/tuple/group_deps"/job:worker/device:GPU:0*C _class9 75loc:@gradients/Loss/RPNLoss/Encode/add_1_grad/Reshape*# _output_shapes :  * T0  Cgradients/Loss/RPNLoss/Encode/add_1_grad/tuple/control_dependency_1Identity2gradients/Loss/RPNLoss/Encode/add_1_grad/Reshape_1:^gradients/Loss/RPNLoss/Encode/add_1_grad/tuple/group_deps"/job:worker/device:GPU:0* T0*E _class; 97loc:@gradients/Loss/RPNLoss/Encode/add_1_grad/Reshape_1* _output_shapes :  gradients/AvgPool_grad/ShapeShapeJSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/Relu"/job:worker/device:GPU:0* T0* out_type0* _output_shapes : w gradients/AvgPool_grad/SizeConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  gradients/AvgPool_grad/addAddAvgPool/reduction_indicesgradients/AvgPool_grad/Size"/job:worker/device:GPU:0* T0* _output_shapes :  gradients/AvgPool_grad/modFloorModgradients/AvgPool_grad/addgradients/AvgPool_grad/Size"/job:worker/device:GPU:0* _output_shapes :* T0  gradients/AvgPool_grad/Shape_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes : ~ "gradients/AvgPool_grad/range/startConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0 ~ "gradients/AvgPool_grad/range/deltaConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  gradients/AvgPool_grad/rangeRange"gradients/AvgPool_grad/range/startgradients/AvgPool_grad/Size"gradients/AvgPool_grad/range/delta"/job:worker/device:GPU:0* Tidx0* _output_shapes : } !gradients/AvgPool_grad/Fill/valueConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  gradients/AvgPool_grad/FillFillgradients/AvgPool_grad/Shape_1!gradients/AvgPool_grad/Fill/value"/job:worker/device:GPU:0* _output_shapes :* T0  $gradients/AvgPool_grad/DynamicStitch DynamicStitchgradients/AvgPool_grad/rangegradients/AvgPool_grad/modgradients/AvgPool_grad/Shapegradients/AvgPool_grad/Fill"/job:worker/device:GPU:0*# _output_shapes :  * N* T0 | gradients/AvgPool_grad/Maximum/yConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  gradients/AvgPool_grad/MaximumMaximum$gradients/AvgPool_grad/DynamicStitch gradients/AvgPool_grad/Maximum/y"/job:worker/device:GPU:0*# _output_shapes :  * T0  gradients/AvgPool_grad/floordivFloorDivgradients/AvgPool_grad/Shapegradients/AvgPool_grad/Maximum"/job:worker/device:GPU:0* _output_shapes :* T0  gradients/AvgPool_grad/ReshapeReshape>gradients/SecondStageBoxPredictor/Flatten/Reshape_grad/Reshape$gradients/AvgPool_grad/DynamicStitch"/job:worker/device:GPU:0* T0* Tshape0* _output_shapes :  gradients/AvgPool_grad/TileTilegradients/AvgPool_grad/Reshapegradients/AvgPool_grad/floordiv"/job:worker/device:GPU:0*J _output_shapes8 6:4    * T0* Tmultiples0  gradients/AvgPool_grad/Shape_2ShapeJSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/Relu"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  gradients/AvgPool_grad/Shape_3Const"/job:worker/device:GPU:0*% valueB"@* dtype0* _output_shapes :  gradients/AvgPool_grad/ConstConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :  gradients/AvgPool_grad/ProdProdgradients/AvgPool_grad/Shape_2gradients/AvgPool_grad/Const"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/AvgPool_grad/Const_1Const"/job:worker/device:GPU:0* value B :* dtype0* _output_shapes :  gradients/AvgPool_grad/Prod_1Prodgradients/AvgPool_grad/Shape_3gradients/AvgPool_grad/Const_1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0 ~ "gradients/AvgPool_grad/Maximum_1/yConst"/job:worker/device:GPU:0* value B:* dtype0* _output_shapes :  gradients/AvgPool_grad/Maximum_1Maximumgradients/AvgPool_grad/Prod_1"gradients/AvgPool_grad/Maximum_1/y"/job:worker/device:GPU:0* T0* _output_shapes :  !gradients/AvgPool_grad/floordiv_1FloorDivgradients/AvgPool_grad/Prod gradients/AvgPool_grad/Maximum_1"/job:worker/device:GPU:0* _output_shapes :* T0  gradients/AvgPool_grad/CastCast!gradients/AvgPool_grad/floordiv_1"/job:worker/device:GPU:0* _output_shapes :* SrcT0* DstT0  gradients/AvgPool_grad/truedivRealDivgradients/AvgPool_grad/Tilegradients/AvgPool_grad/Cast"/job:worker/device:GPU:0*9 _output_shapes' %:#@  * T0  8gradients/Loss/BoxClassifierLoss/Encode/sub_1_grad/ShapeShapeDLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/add"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  :gradients/Loss/BoxClassifierLoss/Encode/sub_1_grad/Shape_1ShapeBLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/add"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  Hgradients/Loss/BoxClassifierLoss/Encode/sub_1_grad/BroadcastGradientArgsBroadcastGradientArgs8gradients/Loss/BoxClassifierLoss/Encode/sub_1_grad/Shape:gradients/Loss/BoxClassifierLoss/Encode/sub_1_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  6gradients/Loss/BoxClassifierLoss/Encode/sub_1_grad/SumSumKgradients/Loss/BoxClassifierLoss/Encode/div_1_grad/tuple/control_dependencyHgradients/Loss/BoxClassifierLoss/Encode/sub_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  :gradients/Loss/BoxClassifierLoss/Encode/sub_1_grad/ReshapeReshape6gradients/Loss/BoxClassifierLoss/Encode/sub_1_grad/Sum8gradients/Loss/BoxClassifierLoss/Encode/sub_1_grad/Shape"/job:worker/device:GPU:0* Tshape0*# _output_shapes :  * T0  8gradients/Loss/BoxClassifierLoss/Encode/sub_1_grad/Sum_1SumKgradients/Loss/BoxClassifierLoss/Encode/div_1_grad/tuple/control_dependencyJgradients/Loss/BoxClassifierLoss/Encode/sub_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  6gradients/Loss/BoxClassifierLoss/Encode/sub_1_grad/NegNeg8gradients/Loss/BoxClassifierLoss/Encode/sub_1_grad/Sum_1"/job:worker/device:GPU:0* T0* _output_shapes :  Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1/y"/job:worker/device:GPU:0*# _output_shapes :  * T0  Ogradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/SumSumSgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/RealDivagradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  Sgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/ReshapeReshapeOgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/SumQgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Shape"/job:worker/device:GPU:0* T0* Tshape0*# _output_shapes :    Ogradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/NegNeg:Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub"/job:worker/device:GPU:0*# _output_shapes :  * T0  Ugradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/RealDiv_1RealDivOgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Neg>Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1/y"/job:worker/device:GPU:0*# _output_shapes :  * T0  Ugradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/RealDiv_2RealDivUgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/RealDiv_1>Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1/y"/job:worker/device:GPU:0*# _output_shapes :  * T0  Ogradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/mulMulfgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/add_1_grad/tuple/control_dependency_1Ugradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/RealDiv_2"/job:worker/device:GPU:0* T0*# _output_shapes :    Qgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Sum_1SumOgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/mulcgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  Ugradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Reshape_1ReshapeQgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Sum_1Sgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :* T0  \gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/tuple/group_depsNoOpT^gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/ReshapeV^gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Reshape_1"/job:worker/device:GPU:0  dgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/tuple/control_dependencyIdentitySgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Reshape]^gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/tuple/group_deps"/job:worker/device:GPU:0*f _class\ ZXloc:@gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Reshape*# _output_shapes :  * T0  fgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/tuple/control_dependency_1IdentityUgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Reshape_1]^gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/tuple/group_deps"/job:worker/device:GPU:0*h _class^ \Zloc:@gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Reshape_1* _output_shapes :* T0  Ogradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/ShapeShape8Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  Qgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/Shape_1Const"/job:worker/device:GPU:0* valueB* dtype0* _output_shapes :  _gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/BroadcastGradientArgsBroadcastGradientArgsOgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/ShapeQgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/Shape_1"/job:worker/device:GPU:0* T0*2 _output_shapes :  :    Qgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/RealDivRealDivdgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/add_1_grad/tuple/control_dependency_1Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/unstack"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  agradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/BroadcastGradientArgsBroadcastGradientArgsQgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/ShapeSgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Shape_1"/job:worker/device:GPU:0* T0*2 _output_shapes :  :    Ogradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/SumSumgradients/AddN_11agradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  Sgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/ReshapeReshapeOgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/SumQgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Shape"/job:worker/device:GPU:0* T0* Tshape0*# _output_shapes :    Qgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Sum_1Sumgradients/AddN_11cgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  Ogradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/NegNegQgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Sum_1"/job:worker/device:GPU:0* T0* _output_shapes :  Ugradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Reshape_1ReshapeOgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/NegSgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Shape_1"/job:worker/device:GPU:0* T0* Tshape0*# _output_shapes :    \gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/tuple/group_depsNoOpT^gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/ReshapeV^gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Reshape_1"/job:worker/device:GPU:0  dgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/tuple/control_dependencyIdentitySgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Reshape]^gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/tuple/group_deps"/job:worker/device:GPU:0*f _class\ ZXloc:@gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Reshape*# _output_shapes :  * T0  fgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/tuple/control_dependency_1IdentityUgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Reshape_1]^gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/tuple/group_deps"/job:worker/device:GPU:0* T0*h _class^ \Zloc:@gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Reshape_1*# _output_shapes :    gradients/AddN_12AddN?gradients/Loss/RPNLoss/Encode/add_grad/tuple/control_dependency`gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/div_grad/tuple/control_dependency"/job:worker/device:GPU:0* N* T0*A _class7 53loc:@gradients/Loss/RPNLoss/Encode/add_grad/Reshape*# _output_shapes :    Ogradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/ShapeShape>Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/unstack:2"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  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:  Ogradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/ReshapeReshapeKgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/SumMgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Shape"/job:worker/device:GPU:0* Tshape0*# _output_shapes :  * T0  Mgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Sum_1Sumgradients/AddN_14_gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  Kgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/NegNegMgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Sum_1"/job:worker/device:GPU:0* _output_shapes :* T0  Qgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Reshape_1ReshapeKgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/NegOgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Shape_1"/job:worker/device:GPU:0*# _output_shapes :  * T0* Tshape0  Xgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/tuple/group_depsNoOpP^gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/ReshapeR^gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Reshape_1"/job:worker/device:GPU:0  `gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/tuple/control_dependencyIdentityOgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/ReshapeY^gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/tuple/group_deps"/job:worker/device:GPU:0*b _classX VTloc:@gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Reshape*# _output_shapes :  * T0  bgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/tuple/control_dependency_1IdentityQgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Reshape_1Y^gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/tuple/group_deps"/job:worker/device:GPU:0*d _classZ XVloc:@gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Reshape_1*# _output_shapes :  * T0  ^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/ShapeShapeJSecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/Relu"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  `gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/Shape_1ShapeeSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  ngradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/BroadcastGradientArgsBroadcastGradientArgs^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/Shape`gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  \gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/SumSumbgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/Relu_grad/ReluGradngradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  `gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/ReshapeReshape\gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/Sum^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/Shape"/job:worker/device:GPU:0* Tshape0*9 _output_shapes' %:#@  * T0  ^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/Sum_1Sumbgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/Relu_grad/ReluGradpgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  bgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/Reshape_1Reshape^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/Sum_1`gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/Shape_1"/job:worker/device:GPU:0* T0* Tshape0*9 _output_shapes' %:#@    igradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/tuple/group_depsNoOpa^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/Reshapec^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/Reshape_1"/job:worker/device:GPU:0  qgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/tuple/control_dependencyIdentity`gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/Reshapej^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/tuple/group_deps"/job:worker/device:GPU:0* T0*s _classi geloc:@gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/Reshape*9 _output_shapes' %:#@    sgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/tuple/control_dependency_1Identitybgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/Reshape_1j^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/tuple/group_deps"/job:worker/device:GPU:0*9 _output_shapes' %:#@  * T0*u _classk igloc:@gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/Reshape_1  Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/ShapeShapeFLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/Shape_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* valueB  igradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/BroadcastGradientArgsBroadcastGradientArgsYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/Shape[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/RealDivRealDivngradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/add_grad/tuple/control_dependency_1FLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div/y"/job:worker/device:GPU:0* T0*# _output_shapes :    Wgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/SumSum[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/RealDivigradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/ReshapeReshapeWgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/SumYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/Shape"/job:worker/device:GPU:0* Tshape0*# _output_shapes :  * T0  Wgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/NegNegFLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1"/job:worker/device:GPU:0*# _output_shapes :  * T0  ]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/RealDiv_1RealDivWgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/NegFLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div/y"/job:worker/device:GPU:0* T0*# _output_shapes :    ]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/RealDiv_2RealDiv]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/RealDiv_1FLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div/y"/job:worker/device:GPU:0*# _output_shapes :  * T0  Wgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/mulMulngradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/add_grad/tuple/control_dependency_1]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/RealDiv_2"/job:worker/device:GPU:0*# _output_shapes :  * T0  Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/Sum_1SumWgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/mulkgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  ]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/Reshape_1ReshapeYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/Sum_1[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/Shape_1"/job:worker/device:GPU:0* _output_shapes :* T0* Tshape0  dgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/tuple/group_depsNoOp\^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/Reshape^^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/Reshape_1"/job:worker/device:GPU:0  lgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/tuple/control_dependencyIdentity[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/Reshapee^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/tuple/group_deps"/job:worker/device:GPU:0*# _output_shapes :  * T0*n _classd b`loc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/Reshape  ngradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/tuple/control_dependency_1Identity]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/Reshape_1e^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/tuple/group_deps"/job:worker/device:GPU:0* T0*p _classf dbloc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/Reshape_1* _output_shapes :  Wgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/ShapeShapeDLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/Shape_1Const"/job:worker/device:GPU:0* valueB* dtype0* _output_shapes :  ggradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/BroadcastGradientArgsBroadcastGradientArgsWgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/ShapeYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/RealDivRealDivlgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/add_grad/tuple/control_dependency_1DLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div/y"/job:worker/device:GPU:0*# _output_shapes :  * T0  Ugradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/SumSumYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/RealDivggradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/ReshapeReshapeUgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/SumWgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/Shape"/job:worker/device:GPU:0*# _output_shapes :  * T0* Tshape0  Ugradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/NegNegDLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1"/job:worker/device:GPU:0*# _output_shapes :  * T0  [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/RealDiv_1RealDivUgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/NegDLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div/y"/job:worker/device:GPU:0*# _output_shapes :  * T0  [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/RealDiv_2RealDiv[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/RealDiv_1DLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div/y"/job:worker/device:GPU:0*# _output_shapes :  * T0  Ugradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/mulMullgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/add_grad/tuple/control_dependency_1[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/RealDiv_2"/job:worker/device:GPU:0* T0*# _output_shapes :    Wgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/Sum_1SumUgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/muligradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/Reshape_1ReshapeWgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/Sum_1Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :* T0  bgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/tuple/group_depsNoOpZ^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/Reshape\^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/Reshape_1"/job:worker/device:GPU:0  jgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/tuple/control_dependencyIdentityYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/Reshapec^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/tuple/group_deps"/job:worker/device:GPU:0*l _classb `^loc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/Reshape*# _output_shapes :  * T0  lgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/tuple/control_dependency_1Identity[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/Reshape_1c^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/tuple/group_deps"/job:worker/device:GPU:0* T0*n _classd b`loc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/Reshape_1* _output_shapes :  [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/ShapeShapeDLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  ]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Shape_1Const"/job:worker/device:GPU:0* _output_shapes :* valueB* dtype0  kgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/BroadcastGradientArgsBroadcastGradientArgs[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Shape]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Shape_1"/job:worker/device:GPU:0* T0*2 _output_shapes :  :    ]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/RealDivRealDivpgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/add_1_grad/tuple/control_dependency_1HLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1/y"/job:worker/device:GPU:0* T0*# _output_shapes :    Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/SumSum]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/RealDivkgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  ]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/ReshapeReshapeYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Sum[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Shape"/job:worker/device:GPU:0* Tshape0*# _output_shapes :  * T0  Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/NegNegDLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub"/job:worker/device:GPU:0* T0*# _output_shapes :    _gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/RealDiv_1RealDivYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/NegHLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1/y"/job:worker/device:GPU:0*# _output_shapes :  * T0  _gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/RealDiv_2RealDiv_gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/RealDiv_1HLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1/y"/job:worker/device:GPU:0* T0*# _output_shapes :    Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/mulMulpgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/add_1_grad/tuple/control_dependency_1_gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/RealDiv_2"/job:worker/device:GPU:0* T0*# _output_shapes :    [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Sum_1SumYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/mulmgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  _gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Reshape_1Reshape[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Sum_1]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :* T0  fgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/tuple/group_depsNoOp^^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Reshape`^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Reshape_1"/job:worker/device:GPU:0  ngradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/tuple/control_dependencyIdentity]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Reshapeg^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/tuple/group_deps"/job:worker/device:GPU:0*p _classf dbloc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Reshape*# _output_shapes :  * T0  pgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/tuple/control_dependency_1Identity_gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Reshape_1g^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/tuple/group_deps"/job:worker/device:GPU:0*r _classh fdloc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/Reshape_1* _output_shapes :* T0  Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/ShapeShapeBLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/Shape_1Const"/job:worker/device:GPU:0* _output_shapes :* valueB* dtype0  igradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/BroadcastGradientArgsBroadcastGradientArgsYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/Shape[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/Shape_1"/job:worker/device:GPU:0* T0*2 _output_shapes :  :    [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/RealDivRealDivngradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/add_1_grad/tuple/control_dependency_1FLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1/y"/job:worker/device:GPU:0*# _output_shapes :  * T0  Wgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/SumSum[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/RealDivigradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/ReshapeReshapeWgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/SumYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/Shape"/job:worker/device:GPU:0* T0* Tshape0*# _output_shapes :    Wgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/NegNegBLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub"/job:worker/device:GPU:0*# _output_shapes :  * T0  ]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/RealDiv_1RealDivWgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/NegFLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1/y"/job:worker/device:GPU:0*# _output_shapes :  * T0  ]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/RealDiv_2RealDiv]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/RealDiv_1FLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1/y"/job:worker/device:GPU:0*# _output_shapes :  * T0  Wgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/mulMulngradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/add_1_grad/tuple/control_dependency_1]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/RealDiv_2"/job:worker/device:GPU:0*# _output_shapes :  * T0  Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/Sum_1SumWgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/mulkgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  ]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/Reshape_1ReshapeYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/Sum_1[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/Shape_1"/job:worker/device:GPU:0* T0* Tshape0* _output_shapes :  dgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/tuple/group_depsNoOp\^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/Reshape^^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/Reshape_1"/job:worker/device:GPU:0  lgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/tuple/control_dependencyIdentity[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/Reshapee^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/tuple/group_deps"/job:worker/device:GPU:0*n _classd b`loc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/Reshape*# _output_shapes :  * T0  ngradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/tuple/control_dependency_1Identity]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/Reshape_1e^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/tuple/group_deps"/job:worker/device:GPU:0* _output_shapes :* T0*p _classf dbloc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/Reshape_1  gradients/AddN_15AddNbgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/add_grad/tuple/control_dependencyfgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/tuple/control_dependency_1"/job:worker/device:GPU:0*d _classZ XVloc:@gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/add_grad/Reshape*# _output_shapes :  * N* T0  gradients/AddN_16AddNdgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/add_1_grad/tuple/control_dependencydgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/tuple/control_dependency_1"/job:worker/device:GPU:0*# _output_shapes :  * N* T0*f _class\ ZXloc:@gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/add_1_grad/Reshape  Sgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/unstack_grad/stackPackgradients/AddN_15gradients/AddN_16dgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/tuple/control_dependencybgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/tuple/control_dependency"/job:worker/device:GPU:0* axis*' _output_shapes : * N* T0  gradients/AddN_17AddN`gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/add_grad/tuple/control_dependencydgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/tuple/control_dependency_1"/job:worker/device:GPU:0* N* T0*b _classX VTloc:@gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/add_grad/Reshape*# _output_shapes :    gradients/AddN_18AddNbgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/add_1_grad/tuple/control_dependencybgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/tuple/control_dependency_1"/job:worker/device:GPU:0*d _classZ XVloc:@gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/add_1_grad/Reshape*# _output_shapes :  * N* T0  Qgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/unstack_grad/stackPackgradients/AddN_17gradients/AddN_18bgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/tuple/control_dependency`gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/sub_grad/tuple/control_dependency"/job:worker/device:GPU:0* axis*' _output_shapes : * N* T0  zgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/ShapeShapeeSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  |gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/Shape_1Const"/job:worker/device:GPU:0* valueB :* dtype0* _output_shapes :  gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/BroadcastGradientArgsBroadcastGradientArgszgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/Shape|gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  xgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/SumSumsgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/tuple/control_dependency_1gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  |gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/ReshapeReshapexgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/Sumzgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/Shape"/job:worker/device:GPU:0* Tshape0*9 _output_shapes' %:#@  * T0  zgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/Sum_1Sumsgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/add_grad/tuple/control_dependency_1gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  ~gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/Reshape_1Reshapezgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/Sum_1|gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :* T0  gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/tuple/group_depsNoOp}^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/Reshape^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/Reshape_1"/job:worker/device:GPU:0  gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/tuple/control_dependencyIdentity|gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/Reshape^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/tuple/group_deps"/job:worker/device:GPU:0* _class loc:@gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/Reshape*9 _output_shapes' %:#@  * T0  gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency_1Identity~gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/Reshape_1^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/Reshape_1* _output_shapes :  gradients/AddN_19AddNKgradients/Loss/BoxClassifierLoss/Encode/add_2_grad/tuple/control_dependencylgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_grad/tuple/control_dependency"/job:worker/device:GPU:0* N* T0*M _classC A?loc:@gradients/Loss/BoxClassifierLoss/Encode/add_2_grad/Reshape*# _output_shapes :    [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/ShapeShapeJLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/unstack:2"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  ]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Shape_1ShapeHLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/unstack"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  kgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/BroadcastGradientArgsBroadcastGradientArgs[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Shape]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/SumSumgradients/AddN_19kgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  ]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/ReshapeReshapeYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Sum[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Shape"/job:worker/device:GPU:0* T0* Tshape0*# _output_shapes :    [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Sum_1Sumgradients/AddN_19mgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/NegNeg[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Sum_1"/job:worker/device:GPU:0* _output_shapes :* T0  _gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Reshape_1ReshapeYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Neg]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Shape_1"/job:worker/device:GPU:0* T0* Tshape0*# _output_shapes :    fgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/tuple/group_depsNoOp^^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Reshape`^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Reshape_1"/job:worker/device:GPU:0  ngradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/tuple/control_dependencyIdentity]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Reshapeg^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/tuple/group_deps"/job:worker/device:GPU:0*p _classf dbloc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Reshape*# _output_shapes :  * T0  pgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/tuple/control_dependency_1Identity_gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Reshape_1g^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/tuple/group_deps"/job:worker/device:GPU:0* T0*r _classh fdloc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/Reshape_1*# _output_shapes :    gradients/AddN_20AddNIgradients/Loss/BoxClassifierLoss/Encode/add_grad/tuple/control_dependencyjgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_grad/tuple/control_dependency"/job:worker/device:GPU:0*# _output_shapes :  * N* T0*K _classA ?=loc:@gradients/Loss/BoxClassifierLoss/Encode/add_grad/Reshape  Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/ShapeShapeHLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/unstack:2"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/Shape_1ShapeFLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/unstack"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  igradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/BroadcastGradientArgsBroadcastGradientArgsYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/Shape[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/Shape_1"/job:worker/device:GPU:0* T0*2 _output_shapes :  :    Wgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/SumSumgradients/AddN_20igradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/ReshapeReshapeWgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/SumYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/Shape"/job:worker/device:GPU:0*# _output_shapes :  * T0* Tshape0  Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/Sum_1Sumgradients/AddN_20kgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  Wgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/NegNegYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/Sum_1"/job:worker/device:GPU:0* _output_shapes :* T0  ]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/Reshape_1ReshapeWgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/Neg[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/Shape_1"/job:worker/device:GPU:0* Tshape0*# _output_shapes :  * T0  dgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/tuple/group_depsNoOp\^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/Reshape^^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/Reshape_1"/job:worker/device:GPU:0  lgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/tuple/control_dependencyIdentity[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/Reshapee^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/tuple/group_deps"/job:worker/device:GPU:0*# _output_shapes :  * T0*n _classd b`loc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/Reshape  ngradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/tuple/control_dependency_1Identity]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/Reshape_1e^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/tuple/group_deps"/job:worker/device:GPU:0* T0*p _classf dbloc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/Reshape_1*# _output_shapes :    gradients/AddN_21AddNKgradients/Loss/BoxClassifierLoss/Encode/add_3_grad/tuple/control_dependencyngradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/div_1_grad/tuple/control_dependency"/job:worker/device:GPU:0*M _classC A?loc:@gradients/Loss/BoxClassifierLoss/Encode/add_3_grad/Reshape*# _output_shapes :  * N* T0  Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/ShapeShapeJLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/unstack:3"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/Shape_1ShapeJLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/unstack:1"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  igradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/BroadcastGradientArgsBroadcastGradientArgsYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/Shape[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  Wgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/SumSumgradients/AddN_21igradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/ReshapeReshapeWgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/SumYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/Shape"/job:worker/device:GPU:0* T0* Tshape0*# _output_shapes :    Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/Sum_1Sumgradients/AddN_21kgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  Wgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/NegNegYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/Sum_1"/job:worker/device:GPU:0* T0* _output_shapes :  ]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/Reshape_1ReshapeWgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/Neg[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/Shape_1"/job:worker/device:GPU:0* Tshape0*# _output_shapes :  * T0  dgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/tuple/group_depsNoOp\^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/Reshape^^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/Reshape_1"/job:worker/device:GPU:0  lgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/tuple/control_dependencyIdentity[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/Reshapee^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/tuple/group_deps"/job:worker/device:GPU:0* T0*n _classd b`loc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/Reshape*# _output_shapes :    ngradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/tuple/control_dependency_1Identity]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/Reshape_1e^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/tuple/group_deps"/job:worker/device:GPU:0*# _output_shapes :  * T0*p _classf dbloc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/Reshape_1  gradients/AddN_22AddNKgradients/Loss/BoxClassifierLoss/Encode/add_1_grad/tuple/control_dependencylgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/div_1_grad/tuple/control_dependency"/job:worker/device:GPU:0*# _output_shapes :  * N* T0*M _classC A?loc:@gradients/Loss/BoxClassifierLoss/Encode/add_1_grad/Reshape  Wgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/ShapeShapeHLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/unstack:3"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Shape_1ShapeHLoss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/unstack:1"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  ggradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/BroadcastGradientArgsBroadcastGradientArgsWgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/ShapeYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  Ugradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/SumSumgradients/AddN_22ggradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  Ygradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/ReshapeReshapeUgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/SumWgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Shape"/job:worker/device:GPU:0* Tshape0*# _output_shapes :  * T0  Wgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Sum_1Sumgradients/AddN_22igradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  Ugradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/NegNegWgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Sum_1"/job:worker/device:GPU:0* T0* _output_shapes :  [gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Reshape_1ReshapeUgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/NegYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Shape_1"/job:worker/device:GPU:0* Tshape0*# _output_shapes :  * T0  bgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/tuple/group_depsNoOpZ^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Reshape\^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Reshape_1"/job:worker/device:GPU:0  jgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/tuple/control_dependencyIdentityYgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Reshapec^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/tuple/group_deps"/job:worker/device:GPU:0*l _classb `^loc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Reshape*# _output_shapes :  * T0  lgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/tuple/control_dependency_1Identity[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Reshape_1c^gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/tuple/group_deps"/job:worker/device:GPU:0*n _classd b`loc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/Reshape_1*# _output_shapes :  * T0  agradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/transpose_grad/InvertPermutationInvertPermutationFLoss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/transpose/sub_1"/job:worker/device:GPU:0* T0* _output_shapes :  Ygradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/transpose_grad/transpose TransposeSgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/unstack_grad/stackagradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes_1/transpose_grad/InvertPermutation"/job:worker/device:GPU:0*' _output_shapes : * Tperm0* T0  _gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/transpose_grad/InvertPermutationInvertPermutationDLoss/RPNLoss/Encode/get_center_coordinates_and_sizes/transpose/sub_1"/job:worker/device:GPU:0* T0* _output_shapes :  Wgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/transpose_grad/transpose TransposeQgradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/unstack_grad/stack_gradients/Loss/RPNLoss/Encode/get_center_coordinates_and_sizes/transpose_grad/InvertPermutation"/job:worker/device:GPU:0*' _output_shapes : * Tperm0* T0  zgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/ShapeShapeWSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/convolution"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  |gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/Shape_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* valueB :  gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/BroadcastGradientArgsBroadcastGradientArgszgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/Shape|gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  xgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/mulMulgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/tuple/control_dependencycSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul"/job:worker/device:GPU:0*9 _output_shapes' %:#@  * T0  xgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/SumSumxgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/mulgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  |gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/ReshapeReshapexgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/Sumzgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/Shape"/job:worker/device:GPU:0* T0* Tshape0*9 _output_shapes' %:#@    zgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/mul_1MulWSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/convolutiongradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency"/job:worker/device:GPU:0*9 _output_shapes' %:#@  * T0  zgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/Sum_1Sumzgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/mul_1gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  ~gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/Reshape_1Reshapezgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/Sum_1|gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :* T0  gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/tuple/group_depsNoOp}^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/Reshape^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/Reshape_1"/job:worker/device:GPU:0  gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependencyIdentity|gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/Reshape^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/Reshape*9 _output_shapes' %:#@    gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependency_1Identity~gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/Reshape_1^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/Reshape_1* _output_shapes :  xgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/ShapeConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* valueB :  zgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/Shape_1Const"/job:worker/device:GPU:0* valueB :* dtype0* _output_shapes :  gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/BroadcastGradientArgsBroadcastGradientArgsxgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/Shapezgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/Shape_1"/job:worker/device:GPU:0* T0*2 _output_shapes :  :    vgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/SumSumgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency_1gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  zgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/ReshapeReshapevgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/Sumxgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/Shape"/job:worker/device:GPU:0* Tshape0* _output_shapes :* T0  xgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/Sum_1Sumgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency_1gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  vgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/NegNegxgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/Sum_1"/job:worker/device:GPU:0* T0* _output_shapes :  |gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/Reshape_1Reshapevgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/Negzgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/Shape_1"/job:worker/device:GPU:0* T0* Tshape0* _output_shapes :  gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/group_depsNoOp{^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/Reshape}^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/Reshape_1"/job:worker/device:GPU:0  gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencyIdentityzgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/Reshape^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/group_deps"/job:worker/device:GPU:0* _class loc:@gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/Reshape* _output_shapes :* T0  gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency_1Identity|gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/Reshape_1^gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/group_deps"/job:worker/device:GPU:0* _class loc:@gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/Reshape_1* _output_shapes :* T0  gradients/AddN_23AddNlgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/add_grad/tuple/control_dependencypgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/tuple/control_dependency_1"/job:worker/device:GPU:0*# _output_shapes :  * N* T0*n _classd b`loc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/add_grad/Reshape  gradients/AddN_24AddNngradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/add_1_grad/tuple/control_dependencyngradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/tuple/control_dependency_1"/job:worker/device:GPU:0*# _output_shapes :  * N* T0*p _classf dbloc:@gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/add_1_grad/Reshape  ]gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/unstack_grad/stackPackgradients/AddN_23gradients/AddN_24ngradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_1_grad/tuple/control_dependencylgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes_1/sub_grad/tuple/control_dependency"/job:worker/device:GPU:0* N* T0* axis*' _output_shapes :   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[gradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/unstack_grad/stackPackgradients/AddN_25gradients/AddN_26lgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_1_grad/tuple/control_dependencyjgradients/Loss/BoxClassifierLoss/Encode/get_center_coordinates_and_sizes/sub_grad/tuple/control_dependency"/job:worker/device:GPU:0* axis*' _output_shapes : * N* T0  lgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/convolution_grad/ShapeShapePSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/Relu"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  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>gradients/GridAnchorGenerator/Meshgrid_2/Tile_grad/range/deltaConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  8gradients/GridAnchorGenerator/Meshgrid_2/Tile_grad/rangeRange>gradients/GridAnchorGenerator/Meshgrid_2/Tile_grad/range/start7gradients/GridAnchorGenerator/Meshgrid_2/Tile_grad/Size>gradients/GridAnchorGenerator/Meshgrid_2/Tile_grad/range/delta"/job:worker/device:GPU:0* Tidx0*# _output_shapes :    gradients/GridAnchorGenerator/Meshgrid_1/Tile_1_grad/transpose Transpose:gradients/GridAnchorGenerator/Meshgrid_1/Tile_1_grad/stackDgradients/GridAnchorGenerator/Meshgrid_1/Tile_1_grad/transpose/sub_1"/job:worker/device:GPU:0* Tperm0* T0*' _output_shapes :   Bgradients/GridAnchorGenerator/Meshgrid_1/Tile_1_grad/Reshape/shapeConst"/job:worker/device:GPU:0* valueB: * dtype0* _output_shapes :  gradients/GridAnchorGenerator/Meshgrid_1/Tile_1_grad/transposeBgradients/GridAnchorGenerator/Meshgrid_1/Tile_1_grad/Reshape/shape"/job:worker/device:GPU:0* Tshape0*# _output_shapes :  * T0  9gradients/GridAnchorGenerator/Meshgrid_1/Tile_1_grad/SizeSizegradients/GridAnchorGenerator/Meshgrid_1/Tile_1_grad/Reshape_1Reshape?gradients/GridAnchorGenerator/Meshgrid_3/Reshape_1_grad/Reshapegradients/GridAnchorGenerator/Meshgrid_1/Tile_1_grad/Reshape_1:gradients/GridAnchorGenerator/Meshgrid_1/Tile_1_grad/range"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  8gradients/GridAnchorGenerator/Meshgrid_1/Tile_grad/ShapeShape&GridAnchorGenerator/Meshgrid_1/Reshape"/job:worker/device:GPU:0*# _output_shapes :  * T0* out_type0  8gradients/GridAnchorGenerator/Meshgrid_1/Tile_grad/stackPack5GridAnchorGenerator/Meshgrid_1/ExpandedShape_1/concat8gradients/GridAnchorGenerator/Meshgrid_1/Tile_grad/Shape"/job:worker/device:GPU:0* axis*' _output_shapes : * N* T0  Agradients/GridAnchorGenerator/Meshgrid_1/Tile_grad/transpose/RankRank8gradients/GridAnchorGenerator/Meshgrid_1/Tile_grad/stack"/job:worker/device:GPU:0* T0* _output_shapes :  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:  Bgradients/GridAnchorGenerator/Meshgrid_1/Tile_grad/transpose/sub_1Sub@gradients/GridAnchorGenerator/Meshgrid_1/Tile_grad/transpose/subBgradients/GridAnchorGenerator/Meshgrid_1/Tile_grad/transpose/Range"/job:worker/device:GPU:0* _output_shapes :* T0  gradients/GridAnchorGenerator/Meshgrid_1/Tile_grad/range/startConst"/job:worker/device:GPU:0* _output_shapes :* value B:* dtype0  >gradients/GridAnchorGenerator/Meshgrid_1/Tile_grad/range/deltaConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B:  8gradients/GridAnchorGenerator/Meshgrid_1/Tile_grad/rangeRange>gradients/GridAnchorGenerator/Meshgrid_1/Tile_grad/range/start7gradients/GridAnchorGenerator/Meshgrid_1/Tile_grad/Size>gradients/GridAnchorGenerator/Meshgrid_1/Tile_grad/range/delta"/job:worker/device:GPU:0* Tidx0*# _output_shapes :    gradients/GridAnchorGenerator/add_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  0gradients/GridAnchorGenerator/add_grad/Reshape_1Reshape,gradients/GridAnchorGenerator/add_grad/Sum_1.gradients/GridAnchorGenerator/add_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :* T0  7gradients/GridAnchorGenerator/add_grad/tuple/group_depsNoOp/^gradients/GridAnchorGenerator/add_grad/Reshape1^gradients/GridAnchorGenerator/add_grad/Reshape_1"/job:worker/device:GPU:0  ?gradients/GridAnchorGenerator/add_grad/tuple/control_dependencyIdentity.gradients/GridAnchorGenerator/add_grad/Reshape8^gradients/GridAnchorGenerator/add_grad/tuple/group_deps"/job:worker/device:GPU:0*A _class7 53loc:@gradients/GridAnchorGenerator/add_grad/Reshape*# _output_shapes :  * T0  Agradients/GridAnchorGenerator/add_grad/tuple/control_dependency_1Identity0gradients/GridAnchorGenerator/add_grad/Reshape_18^gradients/GridAnchorGenerator/add_grad/tuple/group_deps"/job:worker/device:GPU:0* T0*C _class9 75loc:@gradients/GridAnchorGenerator/add_grad/Reshape_1* _output_shapes :  .gradients/GridAnchorGenerator/add_1_grad/ShapeShapeGridAnchorGenerator/mul_4"/job:worker/device:GPU:0* out_type0* _output_shapes :* T0  0gradients/GridAnchorGenerator/add_1_grad/Shape_1Const"/job:worker/device:GPU:0* valueB* dtype0* _output_shapes :  >gradients/GridAnchorGenerator/add_1_grad/BroadcastGradientArgsBroadcastGradientArgs.gradients/GridAnchorGenerator/add_1_grad/Shape0gradients/GridAnchorGenerator/add_1_grad/Shape_1"/job:worker/device:GPU:0* T0*2 _output_shapes :  :    ,gradients/GridAnchorGenerator/add_1_grad/SumSum=gradients/GridAnchorGenerator/Meshgrid_1/Reshape_grad/Reshape>gradients/GridAnchorGenerator/add_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  0gradients/GridAnchorGenerator/add_1_grad/ReshapeReshape,gradients/GridAnchorGenerator/add_1_grad/Sum.gradients/GridAnchorGenerator/add_1_grad/Shape"/job:worker/device:GPU:0* Tshape0*# _output_shapes :  * T0  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Cgradients/GridAnchorGenerator/add_1_grad/tuple/control_dependency_1Identity2gradients/GridAnchorGenerator/add_1_grad/Reshape_1:^gradients/GridAnchorGenerator/add_1_grad/tuple/group_deps"/job:worker/device:GPU:0* T0*E _class; 97loc:@gradients/GridAnchorGenerator/add_1_grad/Reshape_1* _output_shapes :  .gradients/GridAnchorGenerator/mul_3_grad/ShapeShapeGridAnchorGenerator/ToFloat"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  0gradients/GridAnchorGenerator/mul_3_grad/Shape_1Const"/job:worker/device:GPU:0* valueB* dtype0* _output_shapes :  >gradients/GridAnchorGenerator/mul_3_grad/BroadcastGradientArgsBroadcastGradientArgs.gradients/GridAnchorGenerator/mul_3_grad/Shape0gradients/GridAnchorGenerator/mul_3_grad/Shape_1"/job:worker/device:GPU:0* T0*2 _output_shapes :  :    ,gradients/GridAnchorGenerator/mul_3_grad/mulMul?gradients/GridAnchorGenerator/add_grad/tuple/control_dependency#GridAnchorGenerator/strided_slice_2"/job:worker/device:GPU:0*# _output_shapes :  * T0  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2gradients/GridAnchorGenerator/mul_3_grad/Reshape_1Reshape.gradients/GridAnchorGenerator/mul_3_grad/Sum_10gradients/GridAnchorGenerator/mul_3_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :* T0  9gradients/GridAnchorGenerator/mul_3_grad/tuple/group_depsNoOp1^gradients/GridAnchorGenerator/mul_3_grad/Reshape3^gradients/GridAnchorGenerator/mul_3_grad/Reshape_1"/job:worker/device:GPU:0  Agradients/GridAnchorGenerator/mul_3_grad/tuple/control_dependencyIdentity0gradients/GridAnchorGenerator/mul_3_grad/Reshape:^gradients/GridAnchorGenerator/mul_3_grad/tuple/group_deps"/job:worker/device:GPU:0*C _class9 75loc:@gradients/GridAnchorGenerator/mul_3_grad/Reshape*# _output_shapes :  * T0  Cgradients/GridAnchorGenerator/mul_3_grad/tuple/control_dependency_1Identity2gradients/GridAnchorGenerator/mul_3_grad/Reshape_1:^gradients/GridAnchorGenerator/mul_3_grad/tuple/group_deps"/job:worker/device:GPU:0*E _class; 97loc:@gradients/GridAnchorGenerator/mul_3_grad/Reshape_1* _output_shapes :* T0  .gradients/GridAnchorGenerator/mul_4_grad/ShapeShapeGridAnchorGenerator/ToFloat_1"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  0gradients/GridAnchorGenerator/mul_4_grad/Shape_1Const"/job:worker/device:GPU:0* valueB* dtype0* _output_shapes :  >gradients/GridAnchorGenerator/mul_4_grad/BroadcastGradientArgsBroadcastGradientArgs.gradients/GridAnchorGenerator/mul_4_grad/Shape0gradients/GridAnchorGenerator/mul_4_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  ,gradients/GridAnchorGenerator/mul_4_grad/mulMulAgradients/GridAnchorGenerator/add_1_grad/tuple/control_dependency#GridAnchorGenerator/strided_slice_4"/job:worker/device:GPU:0* T0*# _output_shapes :    ,gradients/GridAnchorGenerator/mul_4_grad/SumSum,gradients/GridAnchorGenerator/mul_4_grad/mul>gradients/GridAnchorGenerator/mul_4_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  0gradients/GridAnchorGenerator/mul_4_grad/ReshapeReshape,gradients/GridAnchorGenerator/mul_4_grad/Sum.gradients/GridAnchorGenerator/mul_4_grad/Shape"/job:worker/device:GPU:0* Tshape0*# _output_shapes :  * T0  .gradients/GridAnchorGenerator/mul_4_grad/mul_1MulGridAnchorGenerator/ToFloat_1Agradients/GridAnchorGenerator/add_1_grad/tuple/control_dependency"/job:worker/device:GPU:0*# _output_shapes :  * T0  .gradients/GridAnchorGenerator/mul_4_grad/Sum_1Sum.gradients/GridAnchorGenerator/mul_4_grad/mul_1@gradients/GridAnchorGenerator/mul_4_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  2gradients/GridAnchorGenerator/mul_4_grad/Reshape_1Reshape.gradients/GridAnchorGenerator/mul_4_grad/Sum_10gradients/GridAnchorGenerator/mul_4_grad/Shape_1"/job:worker/device:GPU:0* _output_shapes :* T0* Tshape0  9gradients/GridAnchorGenerator/mul_4_grad/tuple/group_depsNoOp1^gradients/GridAnchorGenerator/mul_4_grad/Reshape3^gradients/GridAnchorGenerator/mul_4_grad/Reshape_1"/job:worker/device:GPU:0  Agradients/GridAnchorGenerator/mul_4_grad/tuple/control_dependencyIdentity0gradients/GridAnchorGenerator/mul_4_grad/Reshape:^gradients/GridAnchorGenerator/mul_4_grad/tuple/group_deps"/job:worker/device:GPU:0* T0*C _class9 75loc:@gradients/GridAnchorGenerator/mul_4_grad/Reshape*# _output_shapes :    Cgradients/GridAnchorGenerator/mul_4_grad/tuple/control_dependency_1Identity2gradients/GridAnchorGenerator/mul_4_grad/Reshape_1:^gradients/GridAnchorGenerator/mul_4_grad/tuple/group_deps"/job:worker/device:GPU:0* _output_shapes :* T0*E _class; 97loc:@gradients/GridAnchorGenerator/mul_4_grad/Reshape_1  gradients/AddN_43AddN5gradients/CropAndResize_grad/tuple/control_dependency8gradients/Conv/convolution_grad/tuple/control_dependency"/job:worker/device:GPU:0*F _class< 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|gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/add_grad/BroadcastGradientArgsBroadcastGradientArgslgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/add_grad/Shapengradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/add_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  jgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/add_grad/SumSumpgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/Relu_grad/ReluGrad|gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/add_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  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loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/mul_1_grad/Reshape*9 _output_shapes' %:#  * T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/mul_1_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/mul_1_grad/tuple/group_deps"/job:worker/device:GPU:0* _output_shapes :* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/mul_1_grad/Reshape_1  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loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/tuple/group_deps"/job:worker/device:GPU:0* _output_shapes :* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape_1  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/mulMulgradients/AddN_154_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/read"/job:worker/device:GPU:0* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/SumSumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/Shape"/job:worker/device:GPU:0* Tshape0* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/mul_1MulrFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/Rsqrtgradients/AddN_154"/job:worker/device:GPU:0* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/Sum_1Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/mul_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/Sum_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/Reshape_1"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/Reshape* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/Reshape_1* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/ShapeShaperFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Shape_1Const"/job:worker/device:GPU:0* value B :@* dtype0* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Shape_1"/job:worker/device:GPU:0*2 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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Sum_1Sumugradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/Relu_grad/ReluGradgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Sum_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :@* T0  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/ShapeShapedFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/convolution"/job:worker/device:GPU:0* out_type0* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Shape_1Const"/job:worker/device:GPU:0* value B :@* dtype0* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Shape_1"/job:worker/device:GPU:0* T0*2 _output_shapes : 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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Sum_1Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/mul_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Sum_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Reshape_1"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class 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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Sum_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape_1"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/group_deps"/job:worker/device:GPU:0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape_1* _output_shapes :@  ugradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/Relu_grad/ReluGradReluGradmgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/Pad_grad/Slice_1]FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/Relu"/job:worker/device:GPU:0* T0*8 _output_shapes& $:"  @  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/ShapeShaperFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Shape_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/SumSumugradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/Relu_grad/ReluGradgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Shape"/job:worker/device:GPU:0*8 _output_shapes& $:"  @* T0* Tshape0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Sum_1Sumugradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/Relu_grad/ReluGradgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Shape"/job:worker/device:GPU:0*8 _output_shapes& $:"  @* T0* Tshape0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/mul_1MuldFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolutiongradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency"/job:worker/device:GPU:0*8 _output_shapes& $:"  @* T0  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Reshape_1"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/tuple/group_deps"/job:worker/device:GPU:0*8 _output_shapes& $:"  @* T0* _class 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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/group_deps"/job:worker/device:GPU:0* _output_shapes :@* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Reshape_1  ygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/ShapeShapeWFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/Relu"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropInputConv2DBackpropInputygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/ShapeWFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/weights/readgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependency"/job:worker/device:GPU:0* paddingSAME* T0* strides * data_formatNHWC*J _output_shapes8 6:4    * use_cudnn_on_gpu(  {gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/Shape_1Const"/job:worker/device:GPU:0*% valueB"@* dtype0* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropFilterConv2DBackpropFilterWFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/Relu{gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/Shape_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependency"/job:worker/device:GPU:0* strides * T0* data_formatNHWC*' _output_shapes :@* use_cudnn_on_gpu(* paddingSAME  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropInput^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropFilter"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropInput^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropInput*9 _output_shapes' %:#    gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropFilter^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropFilter*' _output_shapes :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/ShapeConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/Shape_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency_1pFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul"/job:worker/device:GPU:0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/SumSumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/Shape"/job:worker/device:GPU:0* Tshape0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/mul_1MuleFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/moving_mean/readgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency_1"/job:worker/device:GPU:0* _output_shapes :@* T0  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gradients/AddN_156AddN~gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/shortcut/MaxPool_grad/MaxPoolGradgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency"/job:worker/device:GPU:0*9 _output_shapes' %:#  * N* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/shortcut/MaxPool_grad/MaxPoolGrad  ogradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/Relu_grad/ReluGradReluGradgradients/AddN_156WFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/Relu"/job:worker/device:GPU:0*9 _output_shapes' %:#  * T0  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/convolution_grad/Conv2DBackpropInputConv2DBackpropInputygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/convolution_grad/ShapeWFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/weights/readgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependency"/job:worker/device:GPU:0* T0* strides * data_formatNHWC* use_cudnn_on_gpu(*J _output_shapes8 6:4    * paddingSAME  {gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/convolution_grad/Shape_1Const"/job:worker/device:GPU:0*% valueB"@* dtype0* _output_shapes :  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Reshape_1"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/tuple/group_deps"/job:worker/device:GPU:0*8 _output_shapes& $:"  @* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Reshape  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/tuple/group_deps"/job:worker/device:GPU:0* _output_shapes :@* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Reshape_1  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/ShapeShapedFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/convolution"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Shape_1Const"/job:worker/device:GPU:0* value B :@* dtype0* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/tuple/control_dependencypFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul"/job:worker/device:GPU:0*8 _output_shapes& $:"  @* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/SumSumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Shape"/job:worker/device:GPU:0* Tshape0*8 _output_shapes& $:"  @* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/mul_1MuldFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/convolutiongradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency"/job:worker/device:GPU:0* T0*8 _output_shapes& $:"  @  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loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Reshape*8 _output_shapes& $:"  @* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Reshape_1* _output_shapes :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/ShapeConst"/job:worker/device:GPU:0* dtype0* 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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/convolution_grad/Conv2DBackpropInputConv2DBackpropInputygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/convolution_grad/ShapeWFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/weights/readgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependency"/job:worker/device:GPU:0* data_formatNHWC* use_cudnn_on_gpu(*J _output_shapes8 6:4    * paddingSAME* T0* strides   {gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/convolution_grad/Shape_1Const"/job:worker/device:GPU:0*% valueB"@@* dtype0* _output_shapes :  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/convolution_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/convolution_grad/Conv2DBackpropInput^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/convolution_grad/Conv2DBackpropFilter"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/convolution_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/convolution_grad/Conv2DBackpropInput^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/convolution_grad/tuple/group_deps"/job:worker/device:GPU:0*8 _output_shapes& $:"  @* T0* _class 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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Shape"/job:worker/device:GPU:0* Tshape0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/mul_1MuleFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/moving_mean/readgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency_1"/job:worker/device:GPU:0* T0* _output_shapes :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Sum_1Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/mul_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Sum_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Shape_1"/job:worker/device:GPU:0* T0* Tshape0* _output_shapes :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape_1"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape* _output_shapes :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape_1* _output_shapes :@  ugradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/Relu_grad/ReluGradReluGradgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency]FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/Relu"/job:worker/device:GPU:0*8 _output_shapes& $:"  @* T0  gradients/AddN_159AddNgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/tuple/control_dependency_1"/job:worker/device:GPU:0* N* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Reshape_1* _output_shapes :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/ShapeConst"/job:worker/device:GPU:0* _output_shapes :* value B :@* dtype0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Shape_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/mulMulgradients/AddN_159_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/read"/job:worker/device:GPU:0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/SumSumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Shape"/job:worker/device:GPU:0* T0* Tshape0* _output_shapes :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/mul_1MulrFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/Rsqrtgradients/AddN_159"/job:worker/device:GPU:0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Sum_1Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/mul_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Sum_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Shape_1"/job:worker/device:GPU:0* T0* Tshape0* _output_shapes :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape_1"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/group_deps"/job:worker/device:GPU:0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/group_deps"/job:worker/device:GPU:0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape_1* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/ShapeShaperFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Shape_1Const"/job:worker/device:GPU:0* value B :@* dtype0* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/SumSumugradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/Relu_grad/ReluGradgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Shape"/job:worker/device:GPU:0*8 _output_shapes& $:"  @* T0* Tshape0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Sum_1Sumugradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/Relu_grad/ReluGradgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Sum_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Shape_1"/job:worker/device:GPU:0* T0* Tshape0* _output_shapes :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Reshape_1"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Reshape*8 _output_shapes& $:"  @  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Reshape_1* _output_shapes :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/ShapeShapedFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Shape_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/tuple/control_dependencypFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul"/job:worker/device:GPU:0* T0*8 _output_shapes& $:"  @  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/SumSumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Shape"/job:worker/device:GPU:0* Tshape0*8 _output_shapes& $:"  @* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/mul_1MuldFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolutiongradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency"/job:worker/device:GPU:0* T0*8 _output_shapes& $:"  @  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Sum_1Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/mul_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Sum_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Shape_1"/job:worker/device:GPU:0* T0* Tshape0* _output_shapes :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Reshape_1"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/tuple/group_deps"/job:worker/device:GPU:0*8 _output_shapes& $:"  @* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Reshape  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/tuple/group_deps"/job:worker/device:GPU:0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Reshape_1* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/ShapeConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Shape_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Sum_1Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/NegNeggradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Sum_1"/job:worker/device:GPU:0* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Neggradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Reshape_1"/job:worker/device:GPU:0  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropInputConv2DBackpropInputygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/ShapeWFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/weights/readgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependency"/job:worker/device:GPU:0* data_formatNHWC*J _output_shapes8 6:4    * use_cudnn_on_gpu(* paddingSAME* T0* strides   {gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/Shape_1Const"/job:worker/device:GPU:0*% valueB"@* dtype0* _output_shapes :  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropInput^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropFilter"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropInput^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropInput*9 _output_shapes' %:#    gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropFilter^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/tuple/group_deps"/job:worker/device:GPU:0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropFilter*' _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/ShapeConst"/job:worker/device:GPU:0* value B :@* dtype0* _output_shapes :  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/Shape"/job:worker/device:GPU:0* _output_shapes :@* T0* Tshape0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/mul_1MuleFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/moving_mean/readgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency_1"/job:worker/device:GPU:0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/Sum_1Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/mul_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/Sum_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :@* T0  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/ShapeShaperFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1"/job:worker/device:GPU:0* T0* out_type0* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Shape_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/SumSumugradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/Relu_grad/ReluGradgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Shape"/job:worker/device:GPU:0* Tshape0*8 _output_shapes& $:"  @* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Sum_1Sumugradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/Relu_grad/ReluGradgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Sum_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Reshape_1"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Reshape*8 _output_shapes& $:"  @  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/tuple/group_deps"/job:worker/device:GPU:0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/Reshape_1* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/ShapeShapedFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution"/job:worker/device:GPU:0* _output_shapes :* T0* out_type0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Shape_1Const"/job:worker/device:GPU:0* _output_shapes :* value B :@* dtype0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/tuple/control_dependencypFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul"/job:worker/device:GPU:0*8 _output_shapes& $:"  @* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/SumSumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Shape"/job:worker/device:GPU:0* Tshape0*8 _output_shapes& $:"  @* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/mul_1MuldFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolutiongradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency"/job:worker/device:GPU:0*8 _output_shapes& $:"  @* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Sum_1Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/mul_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Sum_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Shape_1"/job:worker/device:GPU:0* _output_shapes :@* T0* Tshape0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Reshape_1"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/tuple/group_deps"/job:worker/device:GPU:0*8 _output_shapes& $:"  @* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Reshape  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/tuple/group_deps"/job:worker/device:GPU:0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Reshape_1* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/ShapeConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/Shape_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/SumSumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/Shape"/job:worker/device:GPU:0* _output_shapes :@* T0* Tshape0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/Sum_1Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/NegNeggradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/Sum_1"/job:worker/device:GPU:0* T0* _output_shapes :  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/Conv2DBackpropFilterConv2DBackpropFilter]FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/Relu{gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/Shape_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependency"/job:worker/device:GPU:0* paddingSAME* T0* strides * data_formatNHWC* use_cudnn_on_gpu(*& _output_shapes :@@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/Conv2DBackpropInput^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/Conv2DBackpropFilter"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/Conv2DBackpropInput^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/Conv2DBackpropInput*8 _output_shapes& $:"  @  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/Conv2DBackpropFilter^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/tuple/group_deps"/job:worker/device:GPU:0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/Conv2DBackpropFilter*& _output_shapes :@@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/ShapeConst"/job:worker/device:GPU:0* value B :@* dtype0* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Shape_1Const"/job:worker/device:GPU:0* value B :@* dtype0* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency_1pFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul"/job:worker/device:GPU:0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/SumSumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Shape"/job:worker/device:GPU:0* _output_shapes :@* T0* Tshape0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/mul_1MuleFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/moving_mean/readgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency_1"/job:worker/device:GPU:0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Sum_1Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/mul_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Sum_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape_1"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape* _output_shapes :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/Reshape_1* _output_shapes :@  ugradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/Relu_grad/ReluGradReluGradgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency]FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/Relu"/job:worker/device:GPU:0* T0*8 _output_shapes& $:"  @  gradients/AddN_164AddNgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_2_grad/tuple/control_dependency_1"/job:worker/device:GPU:0* N* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_1_grad/Reshape_1* _output_shapes :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/ShapeConst"/job:worker/device:GPU:0* value B :@* dtype0* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Shape_1Const"/job:worker/device:GPU:0* value B :@* dtype0* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/mulMulgradients/AddN_164_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/read"/job:worker/device:GPU:0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/SumSumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Shape"/job:worker/device:GPU:0* Tshape0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/mul_1MulrFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/Rsqrtgradients/AddN_164"/job:worker/device:GPU:0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Sum_1Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/mul_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Sum_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Shape_1"/job:worker/device:GPU:0* T0* Tshape0* _output_shapes :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape_1"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/group_deps"/job:worker/device:GPU:0* _output_shapes :@* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/group_deps"/job:worker/device:GPU:0* _output_shapes :@* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/Reshape_1  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/ShapeShaperFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1"/job:worker/device:GPU:0* out_type0* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Shape_1Const"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Shape_1"/job:worker/device:GPU:0*2 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loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Reshape*8 _output_shapes& $:"  @* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/tuple/group_deps"/job:worker/device:GPU:0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/Reshape_1* _output_shapes :@* T0  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* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/tuple/control_dependencypFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul"/job:worker/device:GPU:0*8 _output_shapes& $:"  @* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/SumSumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Shape"/job:worker/device:GPU:0* Tshape0*8 _output_shapes& $:"  @* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/mul_1MuldFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolutiongradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency"/job:worker/device:GPU:0*8 _output_shapes& $:"  @* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Sum_1Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/mul_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Sum_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/Shape_1"/job:worker/device:GPU:0* Tshape0* _output_shapes :@* T0  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_output_shapes :* value B :@* dtype0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Shape_1Const"/job:worker/device:GPU:0* _output_shapes :* value B :@* dtype0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Sum_1Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/NegNeggradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Sum_1"/job:worker/device:GPU:0* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Neggradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Shape_1"/job:worker/device:GPU:0* _output_shapes :@* T0* Tshape0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/Reshape_1"/job:worker/device:GPU:0  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropInputConv2DBackpropInputygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/ShapeWFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/weights/readgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependency"/job:worker/device:GPU:0* T0* strides * data_formatNHWC*J _output_shapes8 6:4    * use_cudnn_on_gpu(* paddingSAME  {gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/Shape_1Const"/job:worker/device:GPU:0* _output_shapes :*% valueB"@@* dtype0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropFilterConv2DBackpropFilterDFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/pool1/MaxPool{gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/Shape_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_1_grad/tuple/control_dependency"/job:worker/device:GPU:0* paddingSAME* T0* strides * data_formatNHWC*& _output_shapes :@@* use_cudnn_on_gpu(  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropInput^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropFilter"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropInput^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/tuple/group_deps"/job:worker/device:GPU:0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropInput*8 _output_shapes& $:"  @* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropFilter^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/Conv2DBackpropFilter*& _output_shapes :@@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/ShapeConst"/job:worker/device:GPU:0* dtype0* _output_shapes :* value B :@  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/Reshape_1"/job:worker/device:GPU:0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/tuple/control_dependencyIdentitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_2_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class 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gradients/AddN_165AddNgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/convolution_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency"/job:worker/device:GPU:0* N* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/convolution_grad/Conv2DBackpropInput*8 _output_shapes& $:"  @  _gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/pool1/MaxPool_grad/MaxPoolGrad MaxPoolGradAFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/ReluDFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/pool1/MaxPoolgradients/AddN_165"/job:worker/device:GPU:0* T0* strides * data_formatNHWC*8 _output_shapes& $:"  @* paddingSAME* ksize   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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/BroadcastGradientArgsBroadcastGradientArgsgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/Shapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/Shape_1"/job:worker/device:GPU:0* T0*2 _output_shapes :  :    gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/mulMulgradients/AddN_166_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/read"/job:worker/device:GPU:0* T0* _output_shapes :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/SumSumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/BroadcastGradientArgs"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/ReshapeReshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/Shape"/job:worker/device:GPU:0* Tshape0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/mul_1MulrFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/Rsqrtgradients/AddN_166"/job:worker/device:GPU:0* _output_shapes :@* T0  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/Sum_1Sumgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/mul_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* T0* Tidx0* keep_dims(* _output_shapes :  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/Reshape_1Reshapegradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/Sum_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/Shape_1"/job:worker/device:GPU:0* T0* Tshape0* _output_shapes :@  gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/group_depsNoOp^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/Reshape^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/Reshape_1"/job:worker/device:GPU:0  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gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1Identitygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/Reshape_1^gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/group_deps"/job:worker/device:GPU:0* T0* _class loc:@gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/Reshape_1* _output_shapes :@  Ygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/Relu_grad/ReluGradReluGrad_gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/pool1/MaxPool_grad/MaxPoolGradAFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/Relu"/job:worker/device:GPU:0*8 _output_shapes& $:"  @* T0  kgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/BatchNorm/batchnorm/add_1_grad/ShapeShapeVFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/BatchNorm/batchnorm/mul_1"/job:worker/device:GPU:0* out_type0* _output_shapes :* T0  mgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/BatchNorm/batchnorm/add_1_grad/Shape_1Const"/job:worker/device:GPU:0* value B :@* dtype0* _output_shapes :  {gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/BatchNorm/batchnorm/add_1_grad/BroadcastGradientArgsBroadcastGradientArgskgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/BatchNorm/batchnorm/add_1_grad/Shapemgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/BatchNorm/batchnorm/add_1_grad/Shape_1"/job:worker/device:GPU:0*2 _output_shapes :  :  * T0  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kgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/BatchNorm/batchnorm/mul_1_grad/mul_1MulHFirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/convolution~gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/BatchNorm/batchnorm/add_1_grad/tuple/control_dependency"/job:worker/device:GPU:0* T0*8 _output_shapes& $:"  @  kgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/BatchNorm/batchnorm/mul_1_grad/Sum_1Sumkgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/BatchNorm/batchnorm/mul_1_grad/mul_1}gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/BatchNorm/batchnorm/mul_1_grad/BroadcastGradientArgs:1"/job:worker/device:GPU:0* Tidx0* keep_dims(* _output_shapes :* T0  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clip_grads/clip_by_normIdentityclip_grads/clip_by_norm/mul_2"/job:worker/device:CPU:0*& _output_shapes :@* T0  clip_grads/clip_by_norm_1/mulMul|gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency|gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_1/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_1/SumSumclip_grads/clip_by_norm_1/mulclip_grads/clip_by_norm_1/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_1/RsqrtRsqrtclip_grads/clip_by_norm_1/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_1/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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clip_grads/clip_by_norm_1Identityclip_grads/clip_by_norm_1/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :@  clip_grads/clip_by_norm_2/mulMul~gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1~gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_2/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_2/SumSumclip_grads/clip_by_norm_2/mulclip_grads/clip_by_norm_2/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_2/RsqrtRsqrtclip_grads/clip_by_norm_2/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_2/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  clip_grads/clip_by_norm_2/mul_1Mul~gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1!clip_grads/clip_by_norm_2/mul_1/y"/job:worker/device:CPU:0* _output_shapes :@* T0  !clip_grads/clip_by_norm_2/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  #clip_grads/clip_by_norm_2/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_2/truedivRealDiv!clip_grads/clip_by_norm_2/Const_1#clip_grads/clip_by_norm_2/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_2/MinimumMinimumclip_grads/clip_by_norm_2/Rsqrt!clip_grads/clip_by_norm_2/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_2/mul_2Mulclip_grads/clip_by_norm_2/mul_1!clip_grads/clip_by_norm_2/Minimum"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_2Identityclip_grads/clip_by_norm_2/mul_2"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_3/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*' _output_shapes :@* T0  clip_grads/clip_by_norm_3/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_3/SumSumclip_grads/clip_by_norm_3/mulclip_grads/clip_by_norm_3/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  clip_grads/clip_by_norm_3/RsqrtRsqrtclip_grads/clip_by_norm_3/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_3/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  clip_grads/clip_by_norm_3/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/convolution_grad/tuple/control_dependency_1!clip_grads/clip_by_norm_3/mul_1/y"/job:worker/device:CPU:0*' _output_shapes :@* T0  !clip_grads/clip_by_norm_3/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  #clip_grads/clip_by_norm_3/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_3/truedivRealDiv!clip_grads/clip_by_norm_3/Const_1#clip_grads/clip_by_norm_3/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_3/MinimumMinimumclip_grads/clip_by_norm_3/Rsqrt!clip_grads/clip_by_norm_3/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  clip_grads/clip_by_norm_3/mul_2Mulclip_grads/clip_by_norm_3/mul_1!clip_grads/clip_by_norm_3/Minimum"/job:worker/device:CPU:0*' _output_shapes :@* T0  clip_grads/clip_by_norm_3Identityclip_grads/clip_by_norm_3/mul_2"/job:worker/device:CPU:0* T0*' _output_shapes :@  clip_grads/clip_by_norm_4/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_4/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_4/SumSumclip_grads/clip_by_norm_4/mulclip_grads/clip_by_norm_4/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_4/RsqrtRsqrtclip_grads/clip_by_norm_4/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_4/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  clip_grads/clip_by_norm_4/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/sub_grad/tuple/control_dependency!clip_grads/clip_by_norm_4/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_4/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  #clip_grads/clip_by_norm_4/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_4/truedivRealDiv!clip_grads/clip_by_norm_4/Const_1#clip_grads/clip_by_norm_4/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_4/MinimumMinimumclip_grads/clip_by_norm_4/Rsqrt!clip_grads/clip_by_norm_4/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_4/mul_2Mulclip_grads/clip_by_norm_4/mul_1!clip_grads/clip_by_norm_4/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_4Identityclip_grads/clip_by_norm_4/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_5/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_5/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_5/SumSumclip_grads/clip_by_norm_5/mulclip_grads/clip_by_norm_5/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_5/RsqrtRsqrtclip_grads/clip_by_norm_5/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_5/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  clip_grads/clip_by_norm_5/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1!clip_grads/clip_by_norm_5/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_5/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  #clip_grads/clip_by_norm_5/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_5/truedivRealDiv!clip_grads/clip_by_norm_5/Const_1#clip_grads/clip_by_norm_5/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_5/MinimumMinimumclip_grads/clip_by_norm_5/Rsqrt!clip_grads/clip_by_norm_5/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_5/mul_2Mulclip_grads/clip_by_norm_5/mul_1!clip_grads/clip_by_norm_5/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_5Identityclip_grads/clip_by_norm_5/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_6/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*& _output_shapes :@@* T0  clip_grads/clip_by_norm_6/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_6/SumSumclip_grads/clip_by_norm_6/mulclip_grads/clip_by_norm_6/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  clip_grads/clip_by_norm_6/RsqrtRsqrtclip_grads/clip_by_norm_6/Sum"/job:worker/device:CPU:0* T0*& _output_shapes :  !clip_grads/clip_by_norm_6/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  clip_grads/clip_by_norm_6/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1!clip_grads/clip_by_norm_6/mul_1/y"/job:worker/device:CPU:0*& _output_shapes :@@* T0  !clip_grads/clip_by_norm_6/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  #clip_grads/clip_by_norm_6/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_6/truedivRealDiv!clip_grads/clip_by_norm_6/Const_1#clip_grads/clip_by_norm_6/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_6/MinimumMinimumclip_grads/clip_by_norm_6/Rsqrt!clip_grads/clip_by_norm_6/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  clip_grads/clip_by_norm_6/mul_2Mulclip_grads/clip_by_norm_6/mul_1!clip_grads/clip_by_norm_6/Minimum"/job:worker/device:CPU:0*& _output_shapes :@@* T0  clip_grads/clip_by_norm_6Identityclip_grads/clip_by_norm_6/mul_2"/job:worker/device:CPU:0*& _output_shapes :@@* T0  clip_grads/clip_by_norm_7/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_7/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_7/SumSumclip_grads/clip_by_norm_7/mulclip_grads/clip_by_norm_7/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_7/RsqrtRsqrtclip_grads/clip_by_norm_7/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_7/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  clip_grads/clip_by_norm_7/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency!clip_grads/clip_by_norm_7/mul_1/y"/job:worker/device:CPU:0* _output_shapes :@* T0  !clip_grads/clip_by_norm_7/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  #clip_grads/clip_by_norm_7/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_7/truedivRealDiv!clip_grads/clip_by_norm_7/Const_1#clip_grads/clip_by_norm_7/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_7/MinimumMinimumclip_grads/clip_by_norm_7/Rsqrt!clip_grads/clip_by_norm_7/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_7/mul_2Mulclip_grads/clip_by_norm_7/mul_1!clip_grads/clip_by_norm_7/Minimum"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_7Identityclip_grads/clip_by_norm_7/mul_2"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_8/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_8/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_8/SumSumclip_grads/clip_by_norm_8/mulclip_grads/clip_by_norm_8/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_8/RsqrtRsqrtclip_grads/clip_by_norm_8/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_8/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  clip_grads/clip_by_norm_8/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1!clip_grads/clip_by_norm_8/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :@  !clip_grads/clip_by_norm_8/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  #clip_grads/clip_by_norm_8/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_8/truedivRealDiv!clip_grads/clip_by_norm_8/Const_1#clip_grads/clip_by_norm_8/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_8/MinimumMinimumclip_grads/clip_by_norm_8/Rsqrt!clip_grads/clip_by_norm_8/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_8/mul_2Mulclip_grads/clip_by_norm_8/mul_1!clip_grads/clip_by_norm_8/Minimum"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_8Identityclip_grads/clip_by_norm_8/mul_2"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_9/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*& _output_shapes :@@  clip_grads/clip_by_norm_9/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_9/SumSumclip_grads/clip_by_norm_9/mulclip_grads/clip_by_norm_9/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  clip_grads/clip_by_norm_9/RsqrtRsqrtclip_grads/clip_by_norm_9/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_9/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  clip_grads/clip_by_norm_9/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1!clip_grads/clip_by_norm_9/mul_1/y"/job:worker/device:CPU:0* T0*& _output_shapes :@@  !clip_grads/clip_by_norm_9/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  #clip_grads/clip_by_norm_9/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_9/truedivRealDiv!clip_grads/clip_by_norm_9/Const_1#clip_grads/clip_by_norm_9/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_9/MinimumMinimumclip_grads/clip_by_norm_9/Rsqrt!clip_grads/clip_by_norm_9/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  clip_grads/clip_by_norm_9/mul_2Mulclip_grads/clip_by_norm_9/mul_1!clip_grads/clip_by_norm_9/Minimum"/job:worker/device:CPU:0*& _output_shapes :@@* T0  clip_grads/clip_by_norm_9Identityclip_grads/clip_by_norm_9/mul_2"/job:worker/device:CPU:0*& _output_shapes :@@* T0  clip_grads/clip_by_norm_10/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_10/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_10/SumSumclip_grads/clip_by_norm_10/mul clip_grads/clip_by_norm_10/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_10/RsqrtRsqrtclip_grads/clip_by_norm_10/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  "clip_grads/clip_by_norm_10/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  clip_grads/clip_by_norm_10/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"clip_grads/clip_by_norm_10/mul_1/y"/job:worker/device:CPU:0* _output_shapes :@* T0  "clip_grads/clip_by_norm_10/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  $clip_grads/clip_by_norm_10/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  "clip_grads/clip_by_norm_10/truedivRealDiv"clip_grads/clip_by_norm_10/Const_1$clip_grads/clip_by_norm_10/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  "clip_grads/clip_by_norm_10/MinimumMinimum clip_grads/clip_by_norm_10/Rsqrt"clip_grads/clip_by_norm_10/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_10/mul_2Mul clip_grads/clip_by_norm_10/mul_1"clip_grads/clip_by_norm_10/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :@  clip_grads/clip_by_norm_10Identity clip_grads/clip_by_norm_10/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :@  clip_grads/clip_by_norm_11/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :@  clip_grads/clip_by_norm_11/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_11/SumSumclip_grads/clip_by_norm_11/mul clip_grads/clip_by_norm_11/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_11/RsqrtRsqrtclip_grads/clip_by_norm_11/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_11/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  clip_grads/clip_by_norm_11/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"clip_grads/clip_by_norm_11/mul_1/y"/job:worker/device:CPU:0* _output_shapes :@* T0  "clip_grads/clip_by_norm_11/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  $clip_grads/clip_by_norm_11/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  "clip_grads/clip_by_norm_11/truedivRealDiv"clip_grads/clip_by_norm_11/Const_1$clip_grads/clip_by_norm_11/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  "clip_grads/clip_by_norm_11/MinimumMinimum clip_grads/clip_by_norm_11/Rsqrt"clip_grads/clip_by_norm_11/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_11/mul_2Mul clip_grads/clip_by_norm_11/mul_1"clip_grads/clip_by_norm_11/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :@  clip_grads/clip_by_norm_11Identity clip_grads/clip_by_norm_11/mul_2"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_12/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*' _output_shapes :@* T0  clip_grads/clip_by_norm_12/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_12/SumSumclip_grads/clip_by_norm_12/mul clip_grads/clip_by_norm_12/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  clip_grads/clip_by_norm_12/RsqrtRsqrtclip_grads/clip_by_norm_12/Sum"/job:worker/device:CPU:0* T0*& _output_shapes :  "clip_grads/clip_by_norm_12/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  clip_grads/clip_by_norm_12/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"clip_grads/clip_by_norm_12/mul_1/y"/job:worker/device:CPU:0*' _output_shapes :@* T0  "clip_grads/clip_by_norm_12/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  $clip_grads/clip_by_norm_12/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  "clip_grads/clip_by_norm_12/truedivRealDiv"clip_grads/clip_by_norm_12/Const_1$clip_grads/clip_by_norm_12/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_12/MinimumMinimum clip_grads/clip_by_norm_12/Rsqrt"clip_grads/clip_by_norm_12/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  clip_grads/clip_by_norm_12/mul_2Mul clip_grads/clip_by_norm_12/mul_1"clip_grads/clip_by_norm_12/Minimum"/job:worker/device:CPU:0*' _output_shapes :@* T0  clip_grads/clip_by_norm_12Identity clip_grads/clip_by_norm_12/mul_2"/job:worker/device:CPU:0*' _output_shapes :@* T0  clip_grads/clip_by_norm_13/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_13/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_13/SumSumclip_grads/clip_by_norm_13/mul clip_grads/clip_by_norm_13/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_13/RsqrtRsqrtclip_grads/clip_by_norm_13/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_13/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  clip_grads/clip_by_norm_13/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"clip_grads/clip_by_norm_13/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_13/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  $clip_grads/clip_by_norm_13/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  "clip_grads/clip_by_norm_13/truedivRealDiv"clip_grads/clip_by_norm_13/Const_1$clip_grads/clip_by_norm_13/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_13/MinimumMinimum clip_grads/clip_by_norm_13/Rsqrt"clip_grads/clip_by_norm_13/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_13/mul_2Mul clip_grads/clip_by_norm_13/mul_1"clip_grads/clip_by_norm_13/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_13Identity clip_grads/clip_by_norm_13/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_14/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_14/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_14/SumSumclip_grads/clip_by_norm_14/mul clip_grads/clip_by_norm_14/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_14/RsqrtRsqrtclip_grads/clip_by_norm_14/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_14/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  clip_grads/clip_by_norm_14/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"clip_grads/clip_by_norm_14/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  "clip_grads/clip_by_norm_14/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  $clip_grads/clip_by_norm_14/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  "clip_grads/clip_by_norm_14/truedivRealDiv"clip_grads/clip_by_norm_14/Const_1$clip_grads/clip_by_norm_14/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_14/MinimumMinimum clip_grads/clip_by_norm_14/Rsqrt"clip_grads/clip_by_norm_14/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_14/mul_2Mul clip_grads/clip_by_norm_14/mul_1"clip_grads/clip_by_norm_14/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_14Identity clip_grads/clip_by_norm_14/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_15/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*' _output_shapes :@* T0  clip_grads/clip_by_norm_15/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_15/SumSumclip_grads/clip_by_norm_15/mul clip_grads/clip_by_norm_15/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  clip_grads/clip_by_norm_15/RsqrtRsqrtclip_grads/clip_by_norm_15/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  "clip_grads/clip_by_norm_15/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  clip_grads/clip_by_norm_15/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"clip_grads/clip_by_norm_15/mul_1/y"/job:worker/device:CPU:0*' _output_shapes :@* T0  "clip_grads/clip_by_norm_15/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  $clip_grads/clip_by_norm_15/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  "clip_grads/clip_by_norm_15/truedivRealDiv"clip_grads/clip_by_norm_15/Const_1$clip_grads/clip_by_norm_15/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  "clip_grads/clip_by_norm_15/MinimumMinimum clip_grads/clip_by_norm_15/Rsqrt"clip_grads/clip_by_norm_15/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  clip_grads/clip_by_norm_15/mul_2Mul clip_grads/clip_by_norm_15/mul_1"clip_grads/clip_by_norm_15/Minimum"/job:worker/device:CPU:0* T0*' _output_shapes :@  clip_grads/clip_by_norm_15Identity clip_grads/clip_by_norm_15/mul_2"/job:worker/device:CPU:0*' _output_shapes :@* T0  clip_grads/clip_by_norm_16/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_16/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_16/SumSumclip_grads/clip_by_norm_16/mul clip_grads/clip_by_norm_16/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_16/RsqrtRsqrtclip_grads/clip_by_norm_16/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_16/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  clip_grads/clip_by_norm_16/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"clip_grads/clip_by_norm_16/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :@  "clip_grads/clip_by_norm_16/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  $clip_grads/clip_by_norm_16/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  "clip_grads/clip_by_norm_16/truedivRealDiv"clip_grads/clip_by_norm_16/Const_1$clip_grads/clip_by_norm_16/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_16/MinimumMinimum clip_grads/clip_by_norm_16/Rsqrt"clip_grads/clip_by_norm_16/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_16/mul_2Mul clip_grads/clip_by_norm_16/mul_1"clip_grads/clip_by_norm_16/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :@  clip_grads/clip_by_norm_16Identity clip_grads/clip_by_norm_16/mul_2"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_17/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :@  clip_grads/clip_by_norm_17/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_17/SumSumclip_grads/clip_by_norm_17/mul clip_grads/clip_by_norm_17/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_17/RsqrtRsqrtclip_grads/clip_by_norm_17/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  "clip_grads/clip_by_norm_17/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  clip_grads/clip_by_norm_17/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"clip_grads/clip_by_norm_17/mul_1/y"/job:worker/device:CPU:0* _output_shapes :@* T0  "clip_grads/clip_by_norm_17/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  $clip_grads/clip_by_norm_17/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  "clip_grads/clip_by_norm_17/truedivRealDiv"clip_grads/clip_by_norm_17/Const_1$clip_grads/clip_by_norm_17/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_17/MinimumMinimum clip_grads/clip_by_norm_17/Rsqrt"clip_grads/clip_by_norm_17/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_17/mul_2Mul clip_grads/clip_by_norm_17/mul_1"clip_grads/clip_by_norm_17/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :@  clip_grads/clip_by_norm_17Identity clip_grads/clip_by_norm_17/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :@  clip_grads/clip_by_norm_18/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*& _output_shapes :@@* T0  clip_grads/clip_by_norm_18/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_18/SumSumclip_grads/clip_by_norm_18/mul clip_grads/clip_by_norm_18/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  clip_grads/clip_by_norm_18/RsqrtRsqrtclip_grads/clip_by_norm_18/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  "clip_grads/clip_by_norm_18/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  clip_grads/clip_by_norm_18/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"clip_grads/clip_by_norm_18/mul_1/y"/job:worker/device:CPU:0*& _output_shapes :@@* T0  "clip_grads/clip_by_norm_18/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  $clip_grads/clip_by_norm_18/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  "clip_grads/clip_by_norm_18/truedivRealDiv"clip_grads/clip_by_norm_18/Const_1$clip_grads/clip_by_norm_18/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_18/MinimumMinimum clip_grads/clip_by_norm_18/Rsqrt"clip_grads/clip_by_norm_18/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  clip_grads/clip_by_norm_18/mul_2Mul clip_grads/clip_by_norm_18/mul_1"clip_grads/clip_by_norm_18/Minimum"/job:worker/device:CPU:0*& _output_shapes :@@* T0  clip_grads/clip_by_norm_18Identity clip_grads/clip_by_norm_18/mul_2"/job:worker/device:CPU:0* T0*& _output_shapes :@@  clip_grads/clip_by_norm_19/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :@  clip_grads/clip_by_norm_19/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_19/SumSumclip_grads/clip_by_norm_19/mul clip_grads/clip_by_norm_19/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_19/RsqrtRsqrtclip_grads/clip_by_norm_19/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_19/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  clip_grads/clip_by_norm_19/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"clip_grads/clip_by_norm_19/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :@  "clip_grads/clip_by_norm_19/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  $clip_grads/clip_by_norm_19/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  "clip_grads/clip_by_norm_19/truedivRealDiv"clip_grads/clip_by_norm_19/Const_1$clip_grads/clip_by_norm_19/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  "clip_grads/clip_by_norm_19/MinimumMinimum clip_grads/clip_by_norm_19/Rsqrt"clip_grads/clip_by_norm_19/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_19/mul_2Mul clip_grads/clip_by_norm_19/mul_1"clip_grads/clip_by_norm_19/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :@  clip_grads/clip_by_norm_19Identity clip_grads/clip_by_norm_19/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :@  clip_grads/clip_by_norm_20/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_20/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_20/SumSumclip_grads/clip_by_norm_20/mul clip_grads/clip_by_norm_20/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_20/RsqrtRsqrtclip_grads/clip_by_norm_20/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_20/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  clip_grads/clip_by_norm_20/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"clip_grads/clip_by_norm_20/mul_1/y"/job:worker/device:CPU:0* _output_shapes :@* T0  "clip_grads/clip_by_norm_20/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  $clip_grads/clip_by_norm_20/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  "clip_grads/clip_by_norm_20/truedivRealDiv"clip_grads/clip_by_norm_20/Const_1$clip_grads/clip_by_norm_20/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_20/MinimumMinimum clip_grads/clip_by_norm_20/Rsqrt"clip_grads/clip_by_norm_20/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_20/mul_2Mul clip_grads/clip_by_norm_20/mul_1"clip_grads/clip_by_norm_20/Minimum"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_20Identity clip_grads/clip_by_norm_20/mul_2"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_21/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*' _output_shapes :@* T0  clip_grads/clip_by_norm_21/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_21/SumSumclip_grads/clip_by_norm_21/mul clip_grads/clip_by_norm_21/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(*& _output_shapes :  clip_grads/clip_by_norm_21/RsqrtRsqrtclip_grads/clip_by_norm_21/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  "clip_grads/clip_by_norm_21/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  clip_grads/clip_by_norm_21/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"clip_grads/clip_by_norm_21/mul_1/y"/job:worker/device:CPU:0*' _output_shapes :@* T0  "clip_grads/clip_by_norm_21/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  $clip_grads/clip_by_norm_21/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  "clip_grads/clip_by_norm_21/truedivRealDiv"clip_grads/clip_by_norm_21/Const_1$clip_grads/clip_by_norm_21/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_21/MinimumMinimum clip_grads/clip_by_norm_21/Rsqrt"clip_grads/clip_by_norm_21/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  clip_grads/clip_by_norm_21/mul_2Mul clip_grads/clip_by_norm_21/mul_1"clip_grads/clip_by_norm_21/Minimum"/job:worker/device:CPU:0*' _output_shapes :@* T0  clip_grads/clip_by_norm_21Identity clip_grads/clip_by_norm_21/mul_2"/job:worker/device:CPU:0*' _output_shapes :@* T0  clip_grads/clip_by_norm_22/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_22/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_22/SumSumclip_grads/clip_by_norm_22/mul clip_grads/clip_by_norm_22/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_22/RsqrtRsqrtclip_grads/clip_by_norm_22/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_22/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  clip_grads/clip_by_norm_22/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"clip_grads/clip_by_norm_22/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_22/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  $clip_grads/clip_by_norm_22/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  "clip_grads/clip_by_norm_22/truedivRealDiv"clip_grads/clip_by_norm_22/Const_1$clip_grads/clip_by_norm_22/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_22/MinimumMinimum clip_grads/clip_by_norm_22/Rsqrt"clip_grads/clip_by_norm_22/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_22/mul_2Mul clip_grads/clip_by_norm_22/mul_1"clip_grads/clip_by_norm_22/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_22Identity clip_grads/clip_by_norm_22/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_23/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_23/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_23/SumSumclip_grads/clip_by_norm_23/mul clip_grads/clip_by_norm_23/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  clip_grads/clip_by_norm_23/RsqrtRsqrtclip_grads/clip_by_norm_23/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_23/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  clip_grads/clip_by_norm_23/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"clip_grads/clip_by_norm_23/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_23/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  $clip_grads/clip_by_norm_23/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  "clip_grads/clip_by_norm_23/truedivRealDiv"clip_grads/clip_by_norm_23/Const_1$clip_grads/clip_by_norm_23/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_23/MinimumMinimum clip_grads/clip_by_norm_23/Rsqrt"clip_grads/clip_by_norm_23/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_23/mul_2Mul clip_grads/clip_by_norm_23/mul_1"clip_grads/clip_by_norm_23/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_23Identity clip_grads/clip_by_norm_23/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_24/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*' _output_shapes :@* T0  clip_grads/clip_by_norm_24/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_24/SumSumclip_grads/clip_by_norm_24/mul clip_grads/clip_by_norm_24/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  clip_grads/clip_by_norm_24/RsqrtRsqrtclip_grads/clip_by_norm_24/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  "clip_grads/clip_by_norm_24/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  clip_grads/clip_by_norm_24/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"clip_grads/clip_by_norm_24/mul_1/y"/job:worker/device:CPU:0*' _output_shapes :@* T0  "clip_grads/clip_by_norm_24/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  $clip_grads/clip_by_norm_24/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  "clip_grads/clip_by_norm_24/truedivRealDiv"clip_grads/clip_by_norm_24/Const_1$clip_grads/clip_by_norm_24/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_24/MinimumMinimum clip_grads/clip_by_norm_24/Rsqrt"clip_grads/clip_by_norm_24/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  clip_grads/clip_by_norm_24/mul_2Mul clip_grads/clip_by_norm_24/mul_1"clip_grads/clip_by_norm_24/Minimum"/job:worker/device:CPU:0*' _output_shapes :@* T0  clip_grads/clip_by_norm_24Identity clip_grads/clip_by_norm_24/mul_2"/job:worker/device:CPU:0* T0*' _output_shapes :@  clip_grads/clip_by_norm_25/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_25/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_25/SumSumclip_grads/clip_by_norm_25/mul clip_grads/clip_by_norm_25/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  clip_grads/clip_by_norm_25/RsqrtRsqrtclip_grads/clip_by_norm_25/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_25/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  clip_grads/clip_by_norm_25/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"clip_grads/clip_by_norm_25/mul_1/y"/job:worker/device:CPU:0* _output_shapes :@* T0  "clip_grads/clip_by_norm_25/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  $clip_grads/clip_by_norm_25/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  "clip_grads/clip_by_norm_25/truedivRealDiv"clip_grads/clip_by_norm_25/Const_1$clip_grads/clip_by_norm_25/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_25/MinimumMinimum clip_grads/clip_by_norm_25/Rsqrt"clip_grads/clip_by_norm_25/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_25/mul_2Mul clip_grads/clip_by_norm_25/mul_1"clip_grads/clip_by_norm_25/Minimum"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_25Identity clip_grads/clip_by_norm_25/mul_2"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_26/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :@  clip_grads/clip_by_norm_26/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_26/SumSumclip_grads/clip_by_norm_26/mul clip_grads/clip_by_norm_26/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  clip_grads/clip_by_norm_26/RsqrtRsqrtclip_grads/clip_by_norm_26/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_26/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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clip_grads/clip_by_norm_26/mul_2"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_27/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*& _output_shapes :@@* T0  clip_grads/clip_by_norm_27/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_27/SumSumclip_grads/clip_by_norm_27/mul clip_grads/clip_by_norm_27/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(*& _output_shapes :  clip_grads/clip_by_norm_27/RsqrtRsqrtclip_grads/clip_by_norm_27/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  "clip_grads/clip_by_norm_27/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  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clip_grads/clip_by_norm_27/mul_2"/job:worker/device:CPU:0*& _output_shapes :@@* T0  clip_grads/clip_by_norm_28/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_28/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_28/SumSumclip_grads/clip_by_norm_28/mul clip_grads/clip_by_norm_28/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  clip_grads/clip_by_norm_28/RsqrtRsqrtclip_grads/clip_by_norm_28/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  "clip_grads/clip_by_norm_28/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  clip_grads/clip_by_norm_28/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"clip_grads/clip_by_norm_28/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :@  "clip_grads/clip_by_norm_28/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  $clip_grads/clip_by_norm_28/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  "clip_grads/clip_by_norm_28/truedivRealDiv"clip_grads/clip_by_norm_28/Const_1$clip_grads/clip_by_norm_28/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_28/MinimumMinimum clip_grads/clip_by_norm_28/Rsqrt"clip_grads/clip_by_norm_28/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_28/mul_2Mul clip_grads/clip_by_norm_28/mul_1"clip_grads/clip_by_norm_28/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :@  clip_grads/clip_by_norm_28Identity clip_grads/clip_by_norm_28/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :@  clip_grads/clip_by_norm_29/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_29/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_29/SumSumclip_grads/clip_by_norm_29/mul clip_grads/clip_by_norm_29/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  clip_grads/clip_by_norm_29/RsqrtRsqrtclip_grads/clip_by_norm_29/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_29/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  clip_grads/clip_by_norm_29/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"clip_grads/clip_by_norm_29/mul_1/y"/job:worker/device:CPU:0* _output_shapes :@* T0  "clip_grads/clip_by_norm_29/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  $clip_grads/clip_by_norm_29/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  "clip_grads/clip_by_norm_29/truedivRealDiv"clip_grads/clip_by_norm_29/Const_1$clip_grads/clip_by_norm_29/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_29/MinimumMinimum clip_grads/clip_by_norm_29/Rsqrt"clip_grads/clip_by_norm_29/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_29/mul_2Mul clip_grads/clip_by_norm_29/mul_1"clip_grads/clip_by_norm_29/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :@  clip_grads/clip_by_norm_29Identity clip_grads/clip_by_norm_29/mul_2"/job:worker/device:CPU:0* _output_shapes :@* T0  clip_grads/clip_by_norm_30/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*' _output_shapes :@* T0  clip_grads/clip_by_norm_30/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_30/SumSumclip_grads/clip_by_norm_30/mul clip_grads/clip_by_norm_30/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(*& _output_shapes :  clip_grads/clip_by_norm_30/RsqrtRsqrtclip_grads/clip_by_norm_30/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  "clip_grads/clip_by_norm_30/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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clip_grads/clip_by_norm_30/mul_2"/job:worker/device:CPU:0*' _output_shapes :@* T0  clip_grads/clip_by_norm_31/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_31/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_31/SumSumclip_grads/clip_by_norm_31/mul clip_grads/clip_by_norm_31/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_31/RsqrtRsqrtclip_grads/clip_by_norm_31/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_31/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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clip_grads/clip_by_norm_31/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_32/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_32/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_32/SumSumclip_grads/clip_by_norm_32/mul clip_grads/clip_by_norm_32/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_32/RsqrtRsqrtclip_grads/clip_by_norm_32/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  "clip_grads/clip_by_norm_32/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  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clip_grads/clip_by_norm_32/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_33/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_33/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_33/SumSumclip_grads/clip_by_norm_33/mul clip_grads/clip_by_norm_33/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  clip_grads/clip_by_norm_33/RsqrtRsqrtclip_grads/clip_by_norm_33/Sum"/job:worker/device:CPU:0* T0*& _output_shapes :  "clip_grads/clip_by_norm_33/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  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clip_grads/clip_by_norm_33/mul_2"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_34/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_34/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_34/SumSumclip_grads/clip_by_norm_34/mul clip_grads/clip_by_norm_34/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_34/RsqrtRsqrtclip_grads/clip_by_norm_34/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_34/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  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clip_grads/clip_by_norm_35/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_36/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_36/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_36/SumSumclip_grads/clip_by_norm_36/mul clip_grads/clip_by_norm_36/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  clip_grads/clip_by_norm_36/RsqrtRsqrtclip_grads/clip_by_norm_36/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  "clip_grads/clip_by_norm_36/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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clip_grads/clip_by_norm_39/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_40/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_40/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_40/SumSumclip_grads/clip_by_norm_40/mul clip_grads/clip_by_norm_40/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  clip_grads/clip_by_norm_40/RsqrtRsqrtclip_grads/clip_by_norm_40/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_40/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  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clip_grads/clip_by_norm_40/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_41/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_41/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_41/SumSumclip_grads/clip_by_norm_41/mul clip_grads/clip_by_norm_41/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_41/RsqrtRsqrtclip_grads/clip_by_norm_41/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_41/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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clip_grads/clip_by_norm_41/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_42/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_42/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_42/SumSumclip_grads/clip_by_norm_42/mul clip_grads/clip_by_norm_42/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  clip_grads/clip_by_norm_42/RsqrtRsqrtclip_grads/clip_by_norm_42/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  "clip_grads/clip_by_norm_42/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  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clip_grads/clip_by_norm_42/mul_2"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_43/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_43/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_43/SumSumclip_grads/clip_by_norm_43/mul clip_grads/clip_by_norm_43/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_43/RsqrtRsqrtclip_grads/clip_by_norm_43/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  "clip_grads/clip_by_norm_43/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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clip_grads/clip_by_norm_52/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_53/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_53/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_53/SumSumclip_grads/clip_by_norm_53/mul clip_grads/clip_by_norm_53/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_53/RsqrtRsqrtclip_grads/clip_by_norm_53/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_53/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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clip_grads/clip_by_norm_56/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_57/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_57/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_57/SumSumclip_grads/clip_by_norm_57/mul clip_grads/clip_by_norm_57/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(*& _output_shapes :  clip_grads/clip_by_norm_57/RsqrtRsqrtclip_grads/clip_by_norm_57/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  "clip_grads/clip_by_norm_57/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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clip_grads/clip_by_norm_59/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_60/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_60/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_60/SumSumclip_grads/clip_by_norm_60/mul clip_grads/clip_by_norm_60/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(*& _output_shapes :  clip_grads/clip_by_norm_60/RsqrtRsqrtclip_grads/clip_by_norm_60/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  "clip_grads/clip_by_norm_60/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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clip_grads/clip_by_norm_60/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_61/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_61/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_61/SumSumclip_grads/clip_by_norm_61/mul clip_grads/clip_by_norm_61/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_61/RsqrtRsqrtclip_grads/clip_by_norm_61/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  "clip_grads/clip_by_norm_61/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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clip_grads/clip_by_norm_83/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_84/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_84/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_84/SumSumclip_grads/clip_by_norm_84/mul clip_grads/clip_by_norm_84/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  clip_grads/clip_by_norm_84/RsqrtRsqrtclip_grads/clip_by_norm_84/Sum"/job:worker/device:CPU:0* T0*& _output_shapes :  "clip_grads/clip_by_norm_84/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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clip_grads/clip_by_norm_86/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_87/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_87/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_87/SumSumclip_grads/clip_by_norm_87/mul clip_grads/clip_by_norm_87/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(*& _output_shapes :  clip_grads/clip_by_norm_87/RsqrtRsqrtclip_grads/clip_by_norm_87/Sum"/job:worker/device:CPU:0* T0*& _output_shapes :  "clip_grads/clip_by_norm_87/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  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clip_grads/clip_by_norm_91/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_92/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_92/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_92/SumSumclip_grads/clip_by_norm_92/mul clip_grads/clip_by_norm_92/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_92/RsqrtRsqrtclip_grads/clip_by_norm_92/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_92/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  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clip_grads/clip_by_norm_92/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_93/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_93/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_93/SumSumclip_grads/clip_by_norm_93/mul clip_grads/clip_by_norm_93/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(*& _output_shapes :  clip_grads/clip_by_norm_93/RsqrtRsqrtclip_grads/clip_by_norm_93/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  "clip_grads/clip_by_norm_93/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  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clip_grads/clip_by_norm_93/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_94/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_94/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_94/SumSumclip_grads/clip_by_norm_94/mul clip_grads/clip_by_norm_94/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_94/RsqrtRsqrtclip_grads/clip_by_norm_94/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_94/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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clip_grads/clip_by_norm_94/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_95/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_95/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_95/SumSumclip_grads/clip_by_norm_95/mul clip_grads/clip_by_norm_95/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  clip_grads/clip_by_norm_95/RsqrtRsqrtclip_grads/clip_by_norm_95/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_95/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  clip_grads/clip_by_norm_95/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"clip_grads/clip_by_norm_95/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  "clip_grads/clip_by_norm_95/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  $clip_grads/clip_by_norm_95/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  "clip_grads/clip_by_norm_95/truedivRealDiv"clip_grads/clip_by_norm_95/Const_1$clip_grads/clip_by_norm_95/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_95/MinimumMinimum clip_grads/clip_by_norm_95/Rsqrt"clip_grads/clip_by_norm_95/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_95/mul_2Mul clip_grads/clip_by_norm_95/mul_1"clip_grads/clip_by_norm_95/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_95Identity clip_grads/clip_by_norm_95/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_96/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_96/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_96/SumSumclip_grads/clip_by_norm_96/mul clip_grads/clip_by_norm_96/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  clip_grads/clip_by_norm_96/RsqrtRsqrtclip_grads/clip_by_norm_96/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  "clip_grads/clip_by_norm_96/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  clip_grads/clip_by_norm_96/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"clip_grads/clip_by_norm_96/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  "clip_grads/clip_by_norm_96/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  $clip_grads/clip_by_norm_96/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  "clip_grads/clip_by_norm_96/truedivRealDiv"clip_grads/clip_by_norm_96/Const_1$clip_grads/clip_by_norm_96/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_96/MinimumMinimum clip_grads/clip_by_norm_96/Rsqrt"clip_grads/clip_by_norm_96/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  clip_grads/clip_by_norm_96/mul_2Mul clip_grads/clip_by_norm_96/mul_1"clip_grads/clip_by_norm_96/Minimum"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_96Identity clip_grads/clip_by_norm_96/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_97/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_97/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_97/SumSumclip_grads/clip_by_norm_97/mul clip_grads/clip_by_norm_97/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_97/RsqrtRsqrtclip_grads/clip_by_norm_97/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_97/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  clip_grads/clip_by_norm_97/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"clip_grads/clip_by_norm_97/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_97/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  $clip_grads/clip_by_norm_97/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  "clip_grads/clip_by_norm_97/truedivRealDiv"clip_grads/clip_by_norm_97/Const_1$clip_grads/clip_by_norm_97/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_97/MinimumMinimum clip_grads/clip_by_norm_97/Rsqrt"clip_grads/clip_by_norm_97/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_97/mul_2Mul clip_grads/clip_by_norm_97/mul_1"clip_grads/clip_by_norm_97/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_97Identity clip_grads/clip_by_norm_97/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_98/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_98/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_98/SumSumclip_grads/clip_by_norm_98/mul clip_grads/clip_by_norm_98/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  clip_grads/clip_by_norm_98/RsqrtRsqrtclip_grads/clip_by_norm_98/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_98/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  clip_grads/clip_by_norm_98/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"clip_grads/clip_by_norm_98/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  "clip_grads/clip_by_norm_98/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  $clip_grads/clip_by_norm_98/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  "clip_grads/clip_by_norm_98/truedivRealDiv"clip_grads/clip_by_norm_98/Const_1$clip_grads/clip_by_norm_98/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  "clip_grads/clip_by_norm_98/MinimumMinimum clip_grads/clip_by_norm_98/Rsqrt"clip_grads/clip_by_norm_98/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_98/mul_2Mul clip_grads/clip_by_norm_98/mul_1"clip_grads/clip_by_norm_98/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_98Identity clip_grads/clip_by_norm_98/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_99/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_99/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_99/SumSumclip_grads/clip_by_norm_99/mul clip_grads/clip_by_norm_99/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  clip_grads/clip_by_norm_99/RsqrtRsqrtclip_grads/clip_by_norm_99/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  "clip_grads/clip_by_norm_99/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  clip_grads/clip_by_norm_99/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"clip_grads/clip_by_norm_99/mul_1/y"/job:worker/device:CPU:0* T0*( _output_shapes :  "clip_grads/clip_by_norm_99/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  $clip_grads/clip_by_norm_99/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  "clip_grads/clip_by_norm_99/truedivRealDiv"clip_grads/clip_by_norm_99/Const_1$clip_grads/clip_by_norm_99/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  "clip_grads/clip_by_norm_99/MinimumMinimum clip_grads/clip_by_norm_99/Rsqrt"clip_grads/clip_by_norm_99/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  clip_grads/clip_by_norm_99/mul_2Mul clip_grads/clip_by_norm_99/mul_1"clip_grads/clip_by_norm_99/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_99Identity clip_grads/clip_by_norm_99/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_100/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_100/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_100/SumSumclip_grads/clip_by_norm_100/mul!clip_grads/clip_by_norm_100/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_100/RsqrtRsqrtclip_grads/clip_by_norm_100/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_100/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_100/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_100/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_100/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_100/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_100/truedivRealDiv#clip_grads/clip_by_norm_100/Const_1%clip_grads/clip_by_norm_100/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_100/MinimumMinimum!clip_grads/clip_by_norm_100/Rsqrt#clip_grads/clip_by_norm_100/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_100/mul_2Mul!clip_grads/clip_by_norm_100/mul_1#clip_grads/clip_by_norm_100/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_100Identity!clip_grads/clip_by_norm_100/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_101/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_101/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_101/SumSumclip_grads/clip_by_norm_101/mul!clip_grads/clip_by_norm_101/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_101/RsqrtRsqrtclip_grads/clip_by_norm_101/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_101/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_101/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_101/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_101/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_101/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_101/truedivRealDiv#clip_grads/clip_by_norm_101/Const_1%clip_grads/clip_by_norm_101/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_101/MinimumMinimum!clip_grads/clip_by_norm_101/Rsqrt#clip_grads/clip_by_norm_101/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_101/mul_2Mul!clip_grads/clip_by_norm_101/mul_1#clip_grads/clip_by_norm_101/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_101Identity!clip_grads/clip_by_norm_101/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_102/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_102/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_102/SumSumclip_grads/clip_by_norm_102/mul!clip_grads/clip_by_norm_102/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_102/RsqrtRsqrtclip_grads/clip_by_norm_102/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_102/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_102/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_102/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_102/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_102/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_102/truedivRealDiv#clip_grads/clip_by_norm_102/Const_1%clip_grads/clip_by_norm_102/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_102/MinimumMinimum!clip_grads/clip_by_norm_102/Rsqrt#clip_grads/clip_by_norm_102/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  !clip_grads/clip_by_norm_102/mul_2Mul!clip_grads/clip_by_norm_102/mul_1#clip_grads/clip_by_norm_102/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_102Identity!clip_grads/clip_by_norm_102/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_103/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_103/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_103/SumSumclip_grads/clip_by_norm_103/mul!clip_grads/clip_by_norm_103/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_103/RsqrtRsqrtclip_grads/clip_by_norm_103/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_103/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_103/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_103/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_103/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_103/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_103/truedivRealDiv#clip_grads/clip_by_norm_103/Const_1%clip_grads/clip_by_norm_103/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_103/MinimumMinimum!clip_grads/clip_by_norm_103/Rsqrt#clip_grads/clip_by_norm_103/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_103/mul_2Mul!clip_grads/clip_by_norm_103/mul_1#clip_grads/clip_by_norm_103/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_103Identity!clip_grads/clip_by_norm_103/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_104/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_104/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_104/SumSumclip_grads/clip_by_norm_104/mul!clip_grads/clip_by_norm_104/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_104/RsqrtRsqrtclip_grads/clip_by_norm_104/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_104/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_104/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_104/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_104/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_104/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_104/truedivRealDiv#clip_grads/clip_by_norm_104/Const_1%clip_grads/clip_by_norm_104/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_104/MinimumMinimum!clip_grads/clip_by_norm_104/Rsqrt#clip_grads/clip_by_norm_104/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_104/mul_2Mul!clip_grads/clip_by_norm_104/mul_1#clip_grads/clip_by_norm_104/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_104Identity!clip_grads/clip_by_norm_104/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_105/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_105/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_105/SumSumclip_grads/clip_by_norm_105/mul!clip_grads/clip_by_norm_105/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(*& _output_shapes :  !clip_grads/clip_by_norm_105/RsqrtRsqrtclip_grads/clip_by_norm_105/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_105/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_105/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_105/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_105/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_105/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_105/truedivRealDiv#clip_grads/clip_by_norm_105/Const_1%clip_grads/clip_by_norm_105/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_105/MinimumMinimum!clip_grads/clip_by_norm_105/Rsqrt#clip_grads/clip_by_norm_105/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_105/mul_2Mul!clip_grads/clip_by_norm_105/mul_1#clip_grads/clip_by_norm_105/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_105Identity!clip_grads/clip_by_norm_105/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_106/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_106/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_106/SumSumclip_grads/clip_by_norm_106/mul!clip_grads/clip_by_norm_106/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_106/RsqrtRsqrtclip_grads/clip_by_norm_106/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_106/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_106/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_106/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_106/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_106/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_106/truedivRealDiv#clip_grads/clip_by_norm_106/Const_1%clip_grads/clip_by_norm_106/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_106/MinimumMinimum!clip_grads/clip_by_norm_106/Rsqrt#clip_grads/clip_by_norm_106/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_106/mul_2Mul!clip_grads/clip_by_norm_106/mul_1#clip_grads/clip_by_norm_106/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_106Identity!clip_grads/clip_by_norm_106/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_107/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_107/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_107/SumSumclip_grads/clip_by_norm_107/mul!clip_grads/clip_by_norm_107/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_107/RsqrtRsqrtclip_grads/clip_by_norm_107/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_107/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_107/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_107/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_107/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_107/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_107/truedivRealDiv#clip_grads/clip_by_norm_107/Const_1%clip_grads/clip_by_norm_107/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_107/MinimumMinimum!clip_grads/clip_by_norm_107/Rsqrt#clip_grads/clip_by_norm_107/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_107/mul_2Mul!clip_grads/clip_by_norm_107/mul_1#clip_grads/clip_by_norm_107/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_107Identity!clip_grads/clip_by_norm_107/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_108/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_108/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_108/SumSumclip_grads/clip_by_norm_108/mul!clip_grads/clip_by_norm_108/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_108/RsqrtRsqrtclip_grads/clip_by_norm_108/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_108/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_108/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_108/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_108/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_108/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_108/truedivRealDiv#clip_grads/clip_by_norm_108/Const_1%clip_grads/clip_by_norm_108/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_108/MinimumMinimum!clip_grads/clip_by_norm_108/Rsqrt#clip_grads/clip_by_norm_108/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_108/mul_2Mul!clip_grads/clip_by_norm_108/mul_1#clip_grads/clip_by_norm_108/Minimum"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_108Identity!clip_grads/clip_by_norm_108/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_109/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_109/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_109/SumSumclip_grads/clip_by_norm_109/mul!clip_grads/clip_by_norm_109/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_109/RsqrtRsqrtclip_grads/clip_by_norm_109/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_109/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_109/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_109/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_109/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_109/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_109/truedivRealDiv#clip_grads/clip_by_norm_109/Const_1%clip_grads/clip_by_norm_109/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_109/MinimumMinimum!clip_grads/clip_by_norm_109/Rsqrt#clip_grads/clip_by_norm_109/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_109/mul_2Mul!clip_grads/clip_by_norm_109/mul_1#clip_grads/clip_by_norm_109/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_109Identity!clip_grads/clip_by_norm_109/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_110/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_110/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_110/SumSumclip_grads/clip_by_norm_110/mul!clip_grads/clip_by_norm_110/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_110/RsqrtRsqrtclip_grads/clip_by_norm_110/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_110/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_110/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_110/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_110/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_110/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_110/truedivRealDiv#clip_grads/clip_by_norm_110/Const_1%clip_grads/clip_by_norm_110/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_110/MinimumMinimum!clip_grads/clip_by_norm_110/Rsqrt#clip_grads/clip_by_norm_110/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_110/mul_2Mul!clip_grads/clip_by_norm_110/mul_1#clip_grads/clip_by_norm_110/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_110Identity!clip_grads/clip_by_norm_110/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_111/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  !clip_grads/clip_by_norm_111/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_111/SumSumclip_grads/clip_by_norm_111/mul!clip_grads/clip_by_norm_111/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_111/RsqrtRsqrtclip_grads/clip_by_norm_111/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_111/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_111/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_111/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_111/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_111/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_111/truedivRealDiv#clip_grads/clip_by_norm_111/Const_1%clip_grads/clip_by_norm_111/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_111/MinimumMinimum!clip_grads/clip_by_norm_111/Rsqrt#clip_grads/clip_by_norm_111/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_111/mul_2Mul!clip_grads/clip_by_norm_111/mul_1#clip_grads/clip_by_norm_111/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_111Identity!clip_grads/clip_by_norm_111/mul_2"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_112/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_112/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_112/SumSumclip_grads/clip_by_norm_112/mul!clip_grads/clip_by_norm_112/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_112/RsqrtRsqrtclip_grads/clip_by_norm_112/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_112/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_112/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_112/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_112/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_112/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_112/truedivRealDiv#clip_grads/clip_by_norm_112/Const_1%clip_grads/clip_by_norm_112/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_112/MinimumMinimum!clip_grads/clip_by_norm_112/Rsqrt#clip_grads/clip_by_norm_112/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_112/mul_2Mul!clip_grads/clip_by_norm_112/mul_1#clip_grads/clip_by_norm_112/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_112Identity!clip_grads/clip_by_norm_112/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_113/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_113/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_113/SumSumclip_grads/clip_by_norm_113/mul!clip_grads/clip_by_norm_113/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_113/RsqrtRsqrtclip_grads/clip_by_norm_113/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_113/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_113/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_113/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_113/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_113/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_113/truedivRealDiv#clip_grads/clip_by_norm_113/Const_1%clip_grads/clip_by_norm_113/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_113/MinimumMinimum!clip_grads/clip_by_norm_113/Rsqrt#clip_grads/clip_by_norm_113/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_113/mul_2Mul!clip_grads/clip_by_norm_113/mul_1#clip_grads/clip_by_norm_113/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_113Identity!clip_grads/clip_by_norm_113/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_114/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_114/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_114/SumSumclip_grads/clip_by_norm_114/mul!clip_grads/clip_by_norm_114/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_114/RsqrtRsqrtclip_grads/clip_by_norm_114/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_114/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_114/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_114/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_114/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_114/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_114/truedivRealDiv#clip_grads/clip_by_norm_114/Const_1%clip_grads/clip_by_norm_114/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_114/MinimumMinimum!clip_grads/clip_by_norm_114/Rsqrt#clip_grads/clip_by_norm_114/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  !clip_grads/clip_by_norm_114/mul_2Mul!clip_grads/clip_by_norm_114/mul_1#clip_grads/clip_by_norm_114/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_114Identity!clip_grads/clip_by_norm_114/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_115/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_115/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_115/SumSumclip_grads/clip_by_norm_115/mul!clip_grads/clip_by_norm_115/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_115/RsqrtRsqrtclip_grads/clip_by_norm_115/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_115/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_115/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_115/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_115/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_115/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_115/truedivRealDiv#clip_grads/clip_by_norm_115/Const_1%clip_grads/clip_by_norm_115/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_115/MinimumMinimum!clip_grads/clip_by_norm_115/Rsqrt#clip_grads/clip_by_norm_115/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_115/mul_2Mul!clip_grads/clip_by_norm_115/mul_1#clip_grads/clip_by_norm_115/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_115Identity!clip_grads/clip_by_norm_115/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_116/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_116/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_116/SumSumclip_grads/clip_by_norm_116/mul!clip_grads/clip_by_norm_116/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_116/RsqrtRsqrtclip_grads/clip_by_norm_116/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_116/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_116/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_116/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_116/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_116/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_116/truedivRealDiv#clip_grads/clip_by_norm_116/Const_1%clip_grads/clip_by_norm_116/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_116/MinimumMinimum!clip_grads/clip_by_norm_116/Rsqrt#clip_grads/clip_by_norm_116/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_116/mul_2Mul!clip_grads/clip_by_norm_116/mul_1#clip_grads/clip_by_norm_116/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_116Identity!clip_grads/clip_by_norm_116/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_117/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_117/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_117/SumSumclip_grads/clip_by_norm_117/mul!clip_grads/clip_by_norm_117/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_117/RsqrtRsqrtclip_grads/clip_by_norm_117/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_117/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_117/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_117/mul_1/y"/job:worker/device:CPU:0* T0*( _output_shapes :  #clip_grads/clip_by_norm_117/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_117/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_117/truedivRealDiv#clip_grads/clip_by_norm_117/Const_1%clip_grads/clip_by_norm_117/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_117/MinimumMinimum!clip_grads/clip_by_norm_117/Rsqrt#clip_grads/clip_by_norm_117/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_117/mul_2Mul!clip_grads/clip_by_norm_117/mul_1#clip_grads/clip_by_norm_117/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_117Identity!clip_grads/clip_by_norm_117/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_118/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_118/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_118/SumSumclip_grads/clip_by_norm_118/mul!clip_grads/clip_by_norm_118/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_118/RsqrtRsqrtclip_grads/clip_by_norm_118/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_118/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_118/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_118/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_118/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_118/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_118/truedivRealDiv#clip_grads/clip_by_norm_118/Const_1%clip_grads/clip_by_norm_118/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_118/MinimumMinimum!clip_grads/clip_by_norm_118/Rsqrt#clip_grads/clip_by_norm_118/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_118/mul_2Mul!clip_grads/clip_by_norm_118/mul_1#clip_grads/clip_by_norm_118/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_118Identity!clip_grads/clip_by_norm_118/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_119/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_119/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_119/SumSumclip_grads/clip_by_norm_119/mul!clip_grads/clip_by_norm_119/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_119/RsqrtRsqrtclip_grads/clip_by_norm_119/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_119/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_119/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_119/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_119/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_119/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_119/truedivRealDiv#clip_grads/clip_by_norm_119/Const_1%clip_grads/clip_by_norm_119/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_119/MinimumMinimum!clip_grads/clip_by_norm_119/Rsqrt#clip_grads/clip_by_norm_119/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_119/mul_2Mul!clip_grads/clip_by_norm_119/mul_1#clip_grads/clip_by_norm_119/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_119Identity!clip_grads/clip_by_norm_119/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_120/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_120/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_120/SumSumclip_grads/clip_by_norm_120/mul!clip_grads/clip_by_norm_120/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_120/RsqrtRsqrtclip_grads/clip_by_norm_120/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_120/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_120/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_120/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_120/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_120/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_120/truedivRealDiv#clip_grads/clip_by_norm_120/Const_1%clip_grads/clip_by_norm_120/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_120/MinimumMinimum!clip_grads/clip_by_norm_120/Rsqrt#clip_grads/clip_by_norm_120/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_120/mul_2Mul!clip_grads/clip_by_norm_120/mul_1#clip_grads/clip_by_norm_120/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_120Identity!clip_grads/clip_by_norm_120/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_121/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_121/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_121/SumSumclip_grads/clip_by_norm_121/mul!clip_grads/clip_by_norm_121/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_121/RsqrtRsqrtclip_grads/clip_by_norm_121/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_121/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_121/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_121/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_121/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_121/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_121/truedivRealDiv#clip_grads/clip_by_norm_121/Const_1%clip_grads/clip_by_norm_121/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_121/MinimumMinimum!clip_grads/clip_by_norm_121/Rsqrt#clip_grads/clip_by_norm_121/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_121/mul_2Mul!clip_grads/clip_by_norm_121/mul_1#clip_grads/clip_by_norm_121/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_121Identity!clip_grads/clip_by_norm_121/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_122/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_122/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_122/SumSumclip_grads/clip_by_norm_122/mul!clip_grads/clip_by_norm_122/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_122/RsqrtRsqrtclip_grads/clip_by_norm_122/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_122/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_122/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_122/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_122/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_122/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_122/truedivRealDiv#clip_grads/clip_by_norm_122/Const_1%clip_grads/clip_by_norm_122/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_122/MinimumMinimum!clip_grads/clip_by_norm_122/Rsqrt#clip_grads/clip_by_norm_122/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_122/mul_2Mul!clip_grads/clip_by_norm_122/mul_1#clip_grads/clip_by_norm_122/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_122Identity!clip_grads/clip_by_norm_122/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_123/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_123/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_123/SumSumclip_grads/clip_by_norm_123/mul!clip_grads/clip_by_norm_123/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_123/RsqrtRsqrtclip_grads/clip_by_norm_123/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_123/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_123/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_123/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_123/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_123/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_123/truedivRealDiv#clip_grads/clip_by_norm_123/Const_1%clip_grads/clip_by_norm_123/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_123/MinimumMinimum!clip_grads/clip_by_norm_123/Rsqrt#clip_grads/clip_by_norm_123/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  !clip_grads/clip_by_norm_123/mul_2Mul!clip_grads/clip_by_norm_123/mul_1#clip_grads/clip_by_norm_123/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_123Identity!clip_grads/clip_by_norm_123/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_124/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_124/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_124/SumSumclip_grads/clip_by_norm_124/mul!clip_grads/clip_by_norm_124/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_124/RsqrtRsqrtclip_grads/clip_by_norm_124/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_124/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_124/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_124/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_124/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_124/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_124/truedivRealDiv#clip_grads/clip_by_norm_124/Const_1%clip_grads/clip_by_norm_124/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_124/MinimumMinimum!clip_grads/clip_by_norm_124/Rsqrt#clip_grads/clip_by_norm_124/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_124/mul_2Mul!clip_grads/clip_by_norm_124/mul_1#clip_grads/clip_by_norm_124/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_124Identity!clip_grads/clip_by_norm_124/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_125/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_125/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_125/SumSumclip_grads/clip_by_norm_125/mul!clip_grads/clip_by_norm_125/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_125/RsqrtRsqrtclip_grads/clip_by_norm_125/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_125/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_125/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_125/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_125/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_125/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_125/truedivRealDiv#clip_grads/clip_by_norm_125/Const_1%clip_grads/clip_by_norm_125/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_125/MinimumMinimum!clip_grads/clip_by_norm_125/Rsqrt#clip_grads/clip_by_norm_125/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_125/mul_2Mul!clip_grads/clip_by_norm_125/mul_1#clip_grads/clip_by_norm_125/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_125Identity!clip_grads/clip_by_norm_125/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_126/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_126/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_126/SumSumclip_grads/clip_by_norm_126/mul!clip_grads/clip_by_norm_126/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(*& _output_shapes :  !clip_grads/clip_by_norm_126/RsqrtRsqrtclip_grads/clip_by_norm_126/Sum"/job:worker/device:CPU:0* T0*& _output_shapes :  #clip_grads/clip_by_norm_126/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_126/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_126/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_126/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_126/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_126/truedivRealDiv#clip_grads/clip_by_norm_126/Const_1%clip_grads/clip_by_norm_126/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_126/MinimumMinimum!clip_grads/clip_by_norm_126/Rsqrt#clip_grads/clip_by_norm_126/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_126/mul_2Mul!clip_grads/clip_by_norm_126/mul_1#clip_grads/clip_by_norm_126/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_126Identity!clip_grads/clip_by_norm_126/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_127/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_127/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_127/SumSumclip_grads/clip_by_norm_127/mul!clip_grads/clip_by_norm_127/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_127/RsqrtRsqrtclip_grads/clip_by_norm_127/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_127/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_127/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_127/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_127/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_127/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_127/truedivRealDiv#clip_grads/clip_by_norm_127/Const_1%clip_grads/clip_by_norm_127/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_127/MinimumMinimum!clip_grads/clip_by_norm_127/Rsqrt#clip_grads/clip_by_norm_127/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_127/mul_2Mul!clip_grads/clip_by_norm_127/mul_1#clip_grads/clip_by_norm_127/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_127Identity!clip_grads/clip_by_norm_127/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_128/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_128/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_128/SumSumclip_grads/clip_by_norm_128/mul!clip_grads/clip_by_norm_128/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_128/RsqrtRsqrtclip_grads/clip_by_norm_128/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_128/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_128/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_128/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_128/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_128/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_128/truedivRealDiv#clip_grads/clip_by_norm_128/Const_1%clip_grads/clip_by_norm_128/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_128/MinimumMinimum!clip_grads/clip_by_norm_128/Rsqrt#clip_grads/clip_by_norm_128/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_128/mul_2Mul!clip_grads/clip_by_norm_128/mul_1#clip_grads/clip_by_norm_128/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_128Identity!clip_grads/clip_by_norm_128/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_129/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  !clip_grads/clip_by_norm_129/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_129/SumSumclip_grads/clip_by_norm_129/mul!clip_grads/clip_by_norm_129/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_129/RsqrtRsqrtclip_grads/clip_by_norm_129/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_129/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_129/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_129/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_129/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_129/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_129/truedivRealDiv#clip_grads/clip_by_norm_129/Const_1%clip_grads/clip_by_norm_129/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_129/MinimumMinimum!clip_grads/clip_by_norm_129/Rsqrt#clip_grads/clip_by_norm_129/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_129/mul_2Mul!clip_grads/clip_by_norm_129/mul_1#clip_grads/clip_by_norm_129/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_129Identity!clip_grads/clip_by_norm_129/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_130/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_130/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_130/SumSumclip_grads/clip_by_norm_130/mul!clip_grads/clip_by_norm_130/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_130/RsqrtRsqrtclip_grads/clip_by_norm_130/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_130/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_130/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_130/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_130/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_130/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_130/truedivRealDiv#clip_grads/clip_by_norm_130/Const_1%clip_grads/clip_by_norm_130/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_130/MinimumMinimum!clip_grads/clip_by_norm_130/Rsqrt#clip_grads/clip_by_norm_130/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_130/mul_2Mul!clip_grads/clip_by_norm_130/mul_1#clip_grads/clip_by_norm_130/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_130Identity!clip_grads/clip_by_norm_130/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_131/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_131/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_131/SumSumclip_grads/clip_by_norm_131/mul!clip_grads/clip_by_norm_131/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_131/RsqrtRsqrtclip_grads/clip_by_norm_131/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_131/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_131/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_131/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_131/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_131/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_131/truedivRealDiv#clip_grads/clip_by_norm_131/Const_1%clip_grads/clip_by_norm_131/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_131/MinimumMinimum!clip_grads/clip_by_norm_131/Rsqrt#clip_grads/clip_by_norm_131/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_131/mul_2Mul!clip_grads/clip_by_norm_131/mul_1#clip_grads/clip_by_norm_131/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_131Identity!clip_grads/clip_by_norm_131/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_132/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_132/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_132/SumSumclip_grads/clip_by_norm_132/mul!clip_grads/clip_by_norm_132/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_132/RsqrtRsqrtclip_grads/clip_by_norm_132/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_132/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_132/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_132/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_132/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_132/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_132/truedivRealDiv#clip_grads/clip_by_norm_132/Const_1%clip_grads/clip_by_norm_132/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_132/MinimumMinimum!clip_grads/clip_by_norm_132/Rsqrt#clip_grads/clip_by_norm_132/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_132/mul_2Mul!clip_grads/clip_by_norm_132/mul_1#clip_grads/clip_by_norm_132/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_132Identity!clip_grads/clip_by_norm_132/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_133/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_133/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_133/SumSumclip_grads/clip_by_norm_133/mul!clip_grads/clip_by_norm_133/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_133/RsqrtRsqrtclip_grads/clip_by_norm_133/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_133/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_133/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_133/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_133/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_133/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_133/truedivRealDiv#clip_grads/clip_by_norm_133/Const_1%clip_grads/clip_by_norm_133/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_133/MinimumMinimum!clip_grads/clip_by_norm_133/Rsqrt#clip_grads/clip_by_norm_133/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_133/mul_2Mul!clip_grads/clip_by_norm_133/mul_1#clip_grads/clip_by_norm_133/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_133Identity!clip_grads/clip_by_norm_133/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_134/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_134/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_134/SumSumclip_grads/clip_by_norm_134/mul!clip_grads/clip_by_norm_134/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_134/RsqrtRsqrtclip_grads/clip_by_norm_134/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_134/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_134/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_134/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_134/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_134/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_134/truedivRealDiv#clip_grads/clip_by_norm_134/Const_1%clip_grads/clip_by_norm_134/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_134/MinimumMinimum!clip_grads/clip_by_norm_134/Rsqrt#clip_grads/clip_by_norm_134/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_134/mul_2Mul!clip_grads/clip_by_norm_134/mul_1#clip_grads/clip_by_norm_134/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_134Identity!clip_grads/clip_by_norm_134/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_135/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_135/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_135/SumSumclip_grads/clip_by_norm_135/mul!clip_grads/clip_by_norm_135/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(*& _output_shapes :  !clip_grads/clip_by_norm_135/RsqrtRsqrtclip_grads/clip_by_norm_135/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_135/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_135/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_135/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_135/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_135/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_135/truedivRealDiv#clip_grads/clip_by_norm_135/Const_1%clip_grads/clip_by_norm_135/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_135/MinimumMinimum!clip_grads/clip_by_norm_135/Rsqrt#clip_grads/clip_by_norm_135/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_135/mul_2Mul!clip_grads/clip_by_norm_135/mul_1#clip_grads/clip_by_norm_135/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_135Identity!clip_grads/clip_by_norm_135/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_136/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_136/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_136/SumSumclip_grads/clip_by_norm_136/mul!clip_grads/clip_by_norm_136/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_136/RsqrtRsqrtclip_grads/clip_by_norm_136/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_136/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_136/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_136/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_136/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_136/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_136/truedivRealDiv#clip_grads/clip_by_norm_136/Const_1%clip_grads/clip_by_norm_136/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_136/MinimumMinimum!clip_grads/clip_by_norm_136/Rsqrt#clip_grads/clip_by_norm_136/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_136/mul_2Mul!clip_grads/clip_by_norm_136/mul_1#clip_grads/clip_by_norm_136/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_136Identity!clip_grads/clip_by_norm_136/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_137/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_137/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_137/SumSumclip_grads/clip_by_norm_137/mul!clip_grads/clip_by_norm_137/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_137/RsqrtRsqrtclip_grads/clip_by_norm_137/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_137/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_137/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_137/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_137/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_137/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_137/truedivRealDiv#clip_grads/clip_by_norm_137/Const_1%clip_grads/clip_by_norm_137/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_137/MinimumMinimum!clip_grads/clip_by_norm_137/Rsqrt#clip_grads/clip_by_norm_137/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_137/mul_2Mul!clip_grads/clip_by_norm_137/mul_1#clip_grads/clip_by_norm_137/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_137Identity!clip_grads/clip_by_norm_137/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_138/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_138/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_138/SumSumclip_grads/clip_by_norm_138/mul!clip_grads/clip_by_norm_138/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_138/RsqrtRsqrtclip_grads/clip_by_norm_138/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_138/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_138/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_138/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_138/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_138/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_138/truedivRealDiv#clip_grads/clip_by_norm_138/Const_1%clip_grads/clip_by_norm_138/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_138/MinimumMinimum!clip_grads/clip_by_norm_138/Rsqrt#clip_grads/clip_by_norm_138/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_138/mul_2Mul!clip_grads/clip_by_norm_138/mul_1#clip_grads/clip_by_norm_138/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_138Identity!clip_grads/clip_by_norm_138/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_139/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_139/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_139/SumSumclip_grads/clip_by_norm_139/mul!clip_grads/clip_by_norm_139/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_139/RsqrtRsqrtclip_grads/clip_by_norm_139/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_139/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_139/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_139/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_139/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_139/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_139/truedivRealDiv#clip_grads/clip_by_norm_139/Const_1%clip_grads/clip_by_norm_139/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_139/MinimumMinimum!clip_grads/clip_by_norm_139/Rsqrt#clip_grads/clip_by_norm_139/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_139/mul_2Mul!clip_grads/clip_by_norm_139/mul_1#clip_grads/clip_by_norm_139/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_139Identity!clip_grads/clip_by_norm_139/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_140/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_140/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_140/SumSumclip_grads/clip_by_norm_140/mul!clip_grads/clip_by_norm_140/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_140/RsqrtRsqrtclip_grads/clip_by_norm_140/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_140/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_140/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_140/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_140/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_140/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_140/truedivRealDiv#clip_grads/clip_by_norm_140/Const_1%clip_grads/clip_by_norm_140/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_140/MinimumMinimum!clip_grads/clip_by_norm_140/Rsqrt#clip_grads/clip_by_norm_140/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_140/mul_2Mul!clip_grads/clip_by_norm_140/mul_1#clip_grads/clip_by_norm_140/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_140Identity!clip_grads/clip_by_norm_140/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_141/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_141/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_141/SumSumclip_grads/clip_by_norm_141/mul!clip_grads/clip_by_norm_141/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_141/RsqrtRsqrtclip_grads/clip_by_norm_141/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_141/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_141/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_141/mul_1/y"/job:worker/device:CPU:0* T0*( _output_shapes :  #clip_grads/clip_by_norm_141/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_141/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_141/truedivRealDiv#clip_grads/clip_by_norm_141/Const_1%clip_grads/clip_by_norm_141/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_141/MinimumMinimum!clip_grads/clip_by_norm_141/Rsqrt#clip_grads/clip_by_norm_141/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  !clip_grads/clip_by_norm_141/mul_2Mul!clip_grads/clip_by_norm_141/mul_1#clip_grads/clip_by_norm_141/Minimum"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_141Identity!clip_grads/clip_by_norm_141/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_142/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_142/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_142/SumSumclip_grads/clip_by_norm_142/mul!clip_grads/clip_by_norm_142/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_142/RsqrtRsqrtclip_grads/clip_by_norm_142/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_142/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_142/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_142/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_142/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_142/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_142/truedivRealDiv#clip_grads/clip_by_norm_142/Const_1%clip_grads/clip_by_norm_142/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_142/MinimumMinimum!clip_grads/clip_by_norm_142/Rsqrt#clip_grads/clip_by_norm_142/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_142/mul_2Mul!clip_grads/clip_by_norm_142/mul_1#clip_grads/clip_by_norm_142/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_142Identity!clip_grads/clip_by_norm_142/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_143/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_143/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_143/SumSumclip_grads/clip_by_norm_143/mul!clip_grads/clip_by_norm_143/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_143/RsqrtRsqrtclip_grads/clip_by_norm_143/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_143/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_143/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_143/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_143/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_143/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_143/truedivRealDiv#clip_grads/clip_by_norm_143/Const_1%clip_grads/clip_by_norm_143/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_143/MinimumMinimum!clip_grads/clip_by_norm_143/Rsqrt#clip_grads/clip_by_norm_143/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_143/mul_2Mul!clip_grads/clip_by_norm_143/mul_1#clip_grads/clip_by_norm_143/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_143Identity!clip_grads/clip_by_norm_143/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_144/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  !clip_grads/clip_by_norm_144/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_144/SumSumclip_grads/clip_by_norm_144/mul!clip_grads/clip_by_norm_144/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(*& _output_shapes :  !clip_grads/clip_by_norm_144/RsqrtRsqrtclip_grads/clip_by_norm_144/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_144/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_144/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_144/mul_1/y"/job:worker/device:CPU:0* T0*( _output_shapes :  #clip_grads/clip_by_norm_144/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_144/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_144/truedivRealDiv#clip_grads/clip_by_norm_144/Const_1%clip_grads/clip_by_norm_144/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_144/MinimumMinimum!clip_grads/clip_by_norm_144/Rsqrt#clip_grads/clip_by_norm_144/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_144/mul_2Mul!clip_grads/clip_by_norm_144/mul_1#clip_grads/clip_by_norm_144/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_144Identity!clip_grads/clip_by_norm_144/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_145/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_145/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_145/SumSumclip_grads/clip_by_norm_145/mul!clip_grads/clip_by_norm_145/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_145/RsqrtRsqrtclip_grads/clip_by_norm_145/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_145/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_145/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_145/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_145/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_145/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_145/truedivRealDiv#clip_grads/clip_by_norm_145/Const_1%clip_grads/clip_by_norm_145/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_145/MinimumMinimum!clip_grads/clip_by_norm_145/Rsqrt#clip_grads/clip_by_norm_145/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_145/mul_2Mul!clip_grads/clip_by_norm_145/mul_1#clip_grads/clip_by_norm_145/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_145Identity!clip_grads/clip_by_norm_145/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_146/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_146/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_146/SumSumclip_grads/clip_by_norm_146/mul!clip_grads/clip_by_norm_146/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_146/RsqrtRsqrtclip_grads/clip_by_norm_146/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_146/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_146/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_8/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_146/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_146/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_146/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_146/truedivRealDiv#clip_grads/clip_by_norm_146/Const_1%clip_grads/clip_by_norm_146/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_146/MinimumMinimum!clip_grads/clip_by_norm_146/Rsqrt#clip_grads/clip_by_norm_146/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_146/mul_2Mul!clip_grads/clip_by_norm_146/mul_1#clip_grads/clip_by_norm_146/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_146Identity!clip_grads/clip_by_norm_146/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_147/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_147/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_147/SumSumclip_grads/clip_by_norm_147/mul!clip_grads/clip_by_norm_147/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_147/RsqrtRsqrtclip_grads/clip_by_norm_147/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_147/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_147/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_147/mul_1/y"/job:worker/device:CPU:0* T0*( _output_shapes :  #clip_grads/clip_by_norm_147/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_147/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_147/truedivRealDiv#clip_grads/clip_by_norm_147/Const_1%clip_grads/clip_by_norm_147/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_147/MinimumMinimum!clip_grads/clip_by_norm_147/Rsqrt#clip_grads/clip_by_norm_147/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_147/mul_2Mul!clip_grads/clip_by_norm_147/mul_1#clip_grads/clip_by_norm_147/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_147Identity!clip_grads/clip_by_norm_147/mul_2"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_148/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_148/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_148/SumSumclip_grads/clip_by_norm_148/mul!clip_grads/clip_by_norm_148/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_148/RsqrtRsqrtclip_grads/clip_by_norm_148/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_148/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_148/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_148/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_148/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_148/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_148/truedivRealDiv#clip_grads/clip_by_norm_148/Const_1%clip_grads/clip_by_norm_148/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_148/MinimumMinimum!clip_grads/clip_by_norm_148/Rsqrt#clip_grads/clip_by_norm_148/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_148/mul_2Mul!clip_grads/clip_by_norm_148/mul_1#clip_grads/clip_by_norm_148/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_148Identity!clip_grads/clip_by_norm_148/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_149/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_149/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_149/SumSumclip_grads/clip_by_norm_149/mul!clip_grads/clip_by_norm_149/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_149/RsqrtRsqrtclip_grads/clip_by_norm_149/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_149/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_149/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_149/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_149/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_149/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_149/truedivRealDiv#clip_grads/clip_by_norm_149/Const_1%clip_grads/clip_by_norm_149/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_149/MinimumMinimum!clip_grads/clip_by_norm_149/Rsqrt#clip_grads/clip_by_norm_149/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_149/mul_2Mul!clip_grads/clip_by_norm_149/mul_1#clip_grads/clip_by_norm_149/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_149Identity!clip_grads/clip_by_norm_149/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_150/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  !clip_grads/clip_by_norm_150/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_150/SumSumclip_grads/clip_by_norm_150/mul!clip_grads/clip_by_norm_150/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(*& _output_shapes :  !clip_grads/clip_by_norm_150/RsqrtRsqrtclip_grads/clip_by_norm_150/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_150/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_150/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_150/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_150/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_150/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_150/truedivRealDiv#clip_grads/clip_by_norm_150/Const_1%clip_grads/clip_by_norm_150/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_150/MinimumMinimum!clip_grads/clip_by_norm_150/Rsqrt#clip_grads/clip_by_norm_150/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  !clip_grads/clip_by_norm_150/mul_2Mul!clip_grads/clip_by_norm_150/mul_1#clip_grads/clip_by_norm_150/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_150Identity!clip_grads/clip_by_norm_150/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_151/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_151/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_151/SumSumclip_grads/clip_by_norm_151/mul!clip_grads/clip_by_norm_151/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_151/RsqrtRsqrtclip_grads/clip_by_norm_151/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_151/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_151/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_151/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_151/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_151/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_151/truedivRealDiv#clip_grads/clip_by_norm_151/Const_1%clip_grads/clip_by_norm_151/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_151/MinimumMinimum!clip_grads/clip_by_norm_151/Rsqrt#clip_grads/clip_by_norm_151/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_151/mul_2Mul!clip_grads/clip_by_norm_151/mul_1#clip_grads/clip_by_norm_151/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_151Identity!clip_grads/clip_by_norm_151/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_152/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_152/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_152/SumSumclip_grads/clip_by_norm_152/mul!clip_grads/clip_by_norm_152/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_152/RsqrtRsqrtclip_grads/clip_by_norm_152/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_152/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_152/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_152/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_152/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_152/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_152/truedivRealDiv#clip_grads/clip_by_norm_152/Const_1%clip_grads/clip_by_norm_152/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_152/MinimumMinimum!clip_grads/clip_by_norm_152/Rsqrt#clip_grads/clip_by_norm_152/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_152/mul_2Mul!clip_grads/clip_by_norm_152/mul_1#clip_grads/clip_by_norm_152/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_152Identity!clip_grads/clip_by_norm_152/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_153/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_153/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_153/SumSumclip_grads/clip_by_norm_153/mul!clip_grads/clip_by_norm_153/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_153/RsqrtRsqrtclip_grads/clip_by_norm_153/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_153/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_153/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_153/mul_1/y"/job:worker/device:CPU:0* T0*( _output_shapes :  #clip_grads/clip_by_norm_153/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_153/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_153/truedivRealDiv#clip_grads/clip_by_norm_153/Const_1%clip_grads/clip_by_norm_153/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_153/MinimumMinimum!clip_grads/clip_by_norm_153/Rsqrt#clip_grads/clip_by_norm_153/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_153/mul_2Mul!clip_grads/clip_by_norm_153/mul_1#clip_grads/clip_by_norm_153/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_153Identity!clip_grads/clip_by_norm_153/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_154/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_154/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_154/SumSumclip_grads/clip_by_norm_154/mul!clip_grads/clip_by_norm_154/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_154/RsqrtRsqrtclip_grads/clip_by_norm_154/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_154/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_154/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_154/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_154/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_154/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_154/truedivRealDiv#clip_grads/clip_by_norm_154/Const_1%clip_grads/clip_by_norm_154/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_154/MinimumMinimum!clip_grads/clip_by_norm_154/Rsqrt#clip_grads/clip_by_norm_154/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_154/mul_2Mul!clip_grads/clip_by_norm_154/mul_1#clip_grads/clip_by_norm_154/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_154Identity!clip_grads/clip_by_norm_154/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_155/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_155/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_155/SumSumclip_grads/clip_by_norm_155/mul!clip_grads/clip_by_norm_155/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_155/RsqrtRsqrtclip_grads/clip_by_norm_155/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_155/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_155/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_9/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_155/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_155/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_155/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_155/truedivRealDiv#clip_grads/clip_by_norm_155/Const_1%clip_grads/clip_by_norm_155/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_155/MinimumMinimum!clip_grads/clip_by_norm_155/Rsqrt#clip_grads/clip_by_norm_155/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_155/mul_2Mul!clip_grads/clip_by_norm_155/mul_1#clip_grads/clip_by_norm_155/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_155Identity!clip_grads/clip_by_norm_155/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_156/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_156/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_156/SumSumclip_grads/clip_by_norm_156/mul!clip_grads/clip_by_norm_156/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_156/RsqrtRsqrtclip_grads/clip_by_norm_156/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_156/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_156/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_156/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_156/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_156/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_156/truedivRealDiv#clip_grads/clip_by_norm_156/Const_1%clip_grads/clip_by_norm_156/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_156/MinimumMinimum!clip_grads/clip_by_norm_156/Rsqrt#clip_grads/clip_by_norm_156/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_156/mul_2Mul!clip_grads/clip_by_norm_156/mul_1#clip_grads/clip_by_norm_156/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_156Identity!clip_grads/clip_by_norm_156/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_157/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_157/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_157/SumSumclip_grads/clip_by_norm_157/mul!clip_grads/clip_by_norm_157/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_157/RsqrtRsqrtclip_grads/clip_by_norm_157/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_157/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_157/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_157/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_157/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_157/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_157/truedivRealDiv#clip_grads/clip_by_norm_157/Const_1%clip_grads/clip_by_norm_157/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_157/MinimumMinimum!clip_grads/clip_by_norm_157/Rsqrt#clip_grads/clip_by_norm_157/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_157/mul_2Mul!clip_grads/clip_by_norm_157/mul_1#clip_grads/clip_by_norm_157/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_157Identity!clip_grads/clip_by_norm_157/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_158/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_158/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_158/SumSumclip_grads/clip_by_norm_158/mul!clip_grads/clip_by_norm_158/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_158/RsqrtRsqrtclip_grads/clip_by_norm_158/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_158/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_158/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_158/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_158/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_158/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_158/truedivRealDiv#clip_grads/clip_by_norm_158/Const_1%clip_grads/clip_by_norm_158/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_158/MinimumMinimum!clip_grads/clip_by_norm_158/Rsqrt#clip_grads/clip_by_norm_158/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_158/mul_2Mul!clip_grads/clip_by_norm_158/mul_1#clip_grads/clip_by_norm_158/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_158Identity!clip_grads/clip_by_norm_158/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_159/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_159/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_159/SumSumclip_grads/clip_by_norm_159/mul!clip_grads/clip_by_norm_159/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_159/RsqrtRsqrtclip_grads/clip_by_norm_159/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_159/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_159/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_159/mul_1/y"/job:worker/device:CPU:0* T0*( _output_shapes :  #clip_grads/clip_by_norm_159/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_159/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_159/truedivRealDiv#clip_grads/clip_by_norm_159/Const_1%clip_grads/clip_by_norm_159/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_159/MinimumMinimum!clip_grads/clip_by_norm_159/Rsqrt#clip_grads/clip_by_norm_159/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_159/mul_2Mul!clip_grads/clip_by_norm_159/mul_1#clip_grads/clip_by_norm_159/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_159Identity!clip_grads/clip_by_norm_159/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_160/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_160/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_160/SumSumclip_grads/clip_by_norm_160/mul!clip_grads/clip_by_norm_160/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_160/RsqrtRsqrtclip_grads/clip_by_norm_160/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_160/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_160/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_160/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_160/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_160/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_160/truedivRealDiv#clip_grads/clip_by_norm_160/Const_1%clip_grads/clip_by_norm_160/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_160/MinimumMinimum!clip_grads/clip_by_norm_160/Rsqrt#clip_grads/clip_by_norm_160/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_160/mul_2Mul!clip_grads/clip_by_norm_160/mul_1#clip_grads/clip_by_norm_160/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_160Identity!clip_grads/clip_by_norm_160/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_161/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_161/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_161/SumSumclip_grads/clip_by_norm_161/mul!clip_grads/clip_by_norm_161/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_161/RsqrtRsqrtclip_grads/clip_by_norm_161/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_161/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_161/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_161/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_161/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_161/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_161/truedivRealDiv#clip_grads/clip_by_norm_161/Const_1%clip_grads/clip_by_norm_161/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_161/MinimumMinimum!clip_grads/clip_by_norm_161/Rsqrt#clip_grads/clip_by_norm_161/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_161/mul_2Mul!clip_grads/clip_by_norm_161/mul_1#clip_grads/clip_by_norm_161/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_161Identity!clip_grads/clip_by_norm_161/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_162/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  !clip_grads/clip_by_norm_162/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_162/SumSumclip_grads/clip_by_norm_162/mul!clip_grads/clip_by_norm_162/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(*& _output_shapes :  !clip_grads/clip_by_norm_162/RsqrtRsqrtclip_grads/clip_by_norm_162/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_162/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_162/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_162/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_162/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_162/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_162/truedivRealDiv#clip_grads/clip_by_norm_162/Const_1%clip_grads/clip_by_norm_162/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_162/MinimumMinimum!clip_grads/clip_by_norm_162/Rsqrt#clip_grads/clip_by_norm_162/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_162/mul_2Mul!clip_grads/clip_by_norm_162/mul_1#clip_grads/clip_by_norm_162/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_162Identity!clip_grads/clip_by_norm_162/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_163/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_163/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_163/SumSumclip_grads/clip_by_norm_163/mul!clip_grads/clip_by_norm_163/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_163/RsqrtRsqrtclip_grads/clip_by_norm_163/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_163/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_163/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_163/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_163/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_163/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_163/truedivRealDiv#clip_grads/clip_by_norm_163/Const_1%clip_grads/clip_by_norm_163/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_163/MinimumMinimum!clip_grads/clip_by_norm_163/Rsqrt#clip_grads/clip_by_norm_163/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_163/mul_2Mul!clip_grads/clip_by_norm_163/mul_1#clip_grads/clip_by_norm_163/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_163Identity!clip_grads/clip_by_norm_163/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_164/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_164/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_164/SumSumclip_grads/clip_by_norm_164/mul!clip_grads/clip_by_norm_164/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_164/RsqrtRsqrtclip_grads/clip_by_norm_164/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_164/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_164/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_164/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_164/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_164/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_164/truedivRealDiv#clip_grads/clip_by_norm_164/Const_1%clip_grads/clip_by_norm_164/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_164/MinimumMinimum!clip_grads/clip_by_norm_164/Rsqrt#clip_grads/clip_by_norm_164/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_164/mul_2Mul!clip_grads/clip_by_norm_164/mul_1#clip_grads/clip_by_norm_164/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_164Identity!clip_grads/clip_by_norm_164/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_165/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_165/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_165/SumSumclip_grads/clip_by_norm_165/mul!clip_grads/clip_by_norm_165/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_165/RsqrtRsqrtclip_grads/clip_by_norm_165/Sum"/job:worker/device:CPU:0* T0*& _output_shapes :  #clip_grads/clip_by_norm_165/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_165/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_165/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_165/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_165/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_165/truedivRealDiv#clip_grads/clip_by_norm_165/Const_1%clip_grads/clip_by_norm_165/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_165/MinimumMinimum!clip_grads/clip_by_norm_165/Rsqrt#clip_grads/clip_by_norm_165/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_165/mul_2Mul!clip_grads/clip_by_norm_165/mul_1#clip_grads/clip_by_norm_165/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_165Identity!clip_grads/clip_by_norm_165/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_166/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_166/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_166/SumSumclip_grads/clip_by_norm_166/mul!clip_grads/clip_by_norm_166/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_166/RsqrtRsqrtclip_grads/clip_by_norm_166/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_166/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_166/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_166/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_166/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_166/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_166/truedivRealDiv#clip_grads/clip_by_norm_166/Const_1%clip_grads/clip_by_norm_166/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_166/MinimumMinimum!clip_grads/clip_by_norm_166/Rsqrt#clip_grads/clip_by_norm_166/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_166/mul_2Mul!clip_grads/clip_by_norm_166/mul_1#clip_grads/clip_by_norm_166/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_166Identity!clip_grads/clip_by_norm_166/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_167/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_167/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_167/SumSumclip_grads/clip_by_norm_167/mul!clip_grads/clip_by_norm_167/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_167/RsqrtRsqrtclip_grads/clip_by_norm_167/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_167/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_167/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_167/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_167/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_167/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_167/truedivRealDiv#clip_grads/clip_by_norm_167/Const_1%clip_grads/clip_by_norm_167/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_167/MinimumMinimum!clip_grads/clip_by_norm_167/Rsqrt#clip_grads/clip_by_norm_167/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_167/mul_2Mul!clip_grads/clip_by_norm_167/mul_1#clip_grads/clip_by_norm_167/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_167Identity!clip_grads/clip_by_norm_167/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_168/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  !clip_grads/clip_by_norm_168/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_168/SumSumclip_grads/clip_by_norm_168/mul!clip_grads/clip_by_norm_168/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_168/RsqrtRsqrtclip_grads/clip_by_norm_168/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_168/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_168/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_168/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_168/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_168/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_168/truedivRealDiv#clip_grads/clip_by_norm_168/Const_1%clip_grads/clip_by_norm_168/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_168/MinimumMinimum!clip_grads/clip_by_norm_168/Rsqrt#clip_grads/clip_by_norm_168/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_168/mul_2Mul!clip_grads/clip_by_norm_168/mul_1#clip_grads/clip_by_norm_168/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_168Identity!clip_grads/clip_by_norm_168/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_169/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_169/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_169/SumSumclip_grads/clip_by_norm_169/mul!clip_grads/clip_by_norm_169/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_169/RsqrtRsqrtclip_grads/clip_by_norm_169/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_169/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_169/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_169/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_169/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_169/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_169/truedivRealDiv#clip_grads/clip_by_norm_169/Const_1%clip_grads/clip_by_norm_169/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_169/MinimumMinimum!clip_grads/clip_by_norm_169/Rsqrt#clip_grads/clip_by_norm_169/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_169/mul_2Mul!clip_grads/clip_by_norm_169/mul_1#clip_grads/clip_by_norm_169/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  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dtype0  !clip_grads/clip_by_norm_170/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_170/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_170/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_170/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_170/truedivRealDiv#clip_grads/clip_by_norm_170/Const_1%clip_grads/clip_by_norm_170/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_170/MinimumMinimum!clip_grads/clip_by_norm_170/Rsqrt#clip_grads/clip_by_norm_170/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_170/mul_2Mul!clip_grads/clip_by_norm_170/mul_1#clip_grads/clip_by_norm_170/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_170Identity!clip_grads/clip_by_norm_170/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_171/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_171/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_171/SumSumclip_grads/clip_by_norm_171/mul!clip_grads/clip_by_norm_171/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_171/RsqrtRsqrtclip_grads/clip_by_norm_171/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_171/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_171/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_171/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_171/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_171/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_171/truedivRealDiv#clip_grads/clip_by_norm_171/Const_1%clip_grads/clip_by_norm_171/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_171/MinimumMinimum!clip_grads/clip_by_norm_171/Rsqrt#clip_grads/clip_by_norm_171/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  !clip_grads/clip_by_norm_171/mul_2Mul!clip_grads/clip_by_norm_171/mul_1#clip_grads/clip_by_norm_171/Minimum"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_171Identity!clip_grads/clip_by_norm_171/mul_2"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_172/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_172/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_172/SumSumclip_grads/clip_by_norm_172/mul!clip_grads/clip_by_norm_172/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_172/RsqrtRsqrtclip_grads/clip_by_norm_172/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_172/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_172/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_172/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_172/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_172/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_172/truedivRealDiv#clip_grads/clip_by_norm_172/Const_1%clip_grads/clip_by_norm_172/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_172/MinimumMinimum!clip_grads/clip_by_norm_172/Rsqrt#clip_grads/clip_by_norm_172/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_172/mul_2Mul!clip_grads/clip_by_norm_172/mul_1#clip_grads/clip_by_norm_172/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_172Identity!clip_grads/clip_by_norm_172/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_173/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_173/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_173/SumSumclip_grads/clip_by_norm_173/mul!clip_grads/clip_by_norm_173/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_173/RsqrtRsqrtclip_grads/clip_by_norm_173/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_173/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_173/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_173/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_173/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_173/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_173/truedivRealDiv#clip_grads/clip_by_norm_173/Const_1%clip_grads/clip_by_norm_173/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_173/MinimumMinimum!clip_grads/clip_by_norm_173/Rsqrt#clip_grads/clip_by_norm_173/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_173/mul_2Mul!clip_grads/clip_by_norm_173/mul_1#clip_grads/clip_by_norm_173/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_173Identity!clip_grads/clip_by_norm_173/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_174/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_174/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_174/SumSumclip_grads/clip_by_norm_174/mul!clip_grads/clip_by_norm_174/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_174/RsqrtRsqrtclip_grads/clip_by_norm_174/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_174/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_174/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_174/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_174/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_174/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_174/truedivRealDiv#clip_grads/clip_by_norm_174/Const_1%clip_grads/clip_by_norm_174/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_174/MinimumMinimum!clip_grads/clip_by_norm_174/Rsqrt#clip_grads/clip_by_norm_174/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_174/mul_2Mul!clip_grads/clip_by_norm_174/mul_1#clip_grads/clip_by_norm_174/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_174Identity!clip_grads/clip_by_norm_174/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_175/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_175/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_175/SumSumclip_grads/clip_by_norm_175/mul!clip_grads/clip_by_norm_175/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_175/RsqrtRsqrtclip_grads/clip_by_norm_175/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_175/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_175/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_175/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_175/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_175/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_175/truedivRealDiv#clip_grads/clip_by_norm_175/Const_1%clip_grads/clip_by_norm_175/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_175/MinimumMinimum!clip_grads/clip_by_norm_175/Rsqrt#clip_grads/clip_by_norm_175/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_175/mul_2Mul!clip_grads/clip_by_norm_175/mul_1#clip_grads/clip_by_norm_175/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_175Identity!clip_grads/clip_by_norm_175/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_176/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_176/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_176/SumSumclip_grads/clip_by_norm_176/mul!clip_grads/clip_by_norm_176/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_176/RsqrtRsqrtclip_grads/clip_by_norm_176/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_176/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_176/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_176/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_176/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_176/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_176/truedivRealDiv#clip_grads/clip_by_norm_176/Const_1%clip_grads/clip_by_norm_176/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_176/MinimumMinimum!clip_grads/clip_by_norm_176/Rsqrt#clip_grads/clip_by_norm_176/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_176/mul_2Mul!clip_grads/clip_by_norm_176/mul_1#clip_grads/clip_by_norm_176/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_176Identity!clip_grads/clip_by_norm_176/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_177/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_177/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_177/SumSumclip_grads/clip_by_norm_177/mul!clip_grads/clip_by_norm_177/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_177/RsqrtRsqrtclip_grads/clip_by_norm_177/Sum"/job:worker/device:CPU:0* T0*& _output_shapes :  #clip_grads/clip_by_norm_177/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_177/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_177/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_177/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_177/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_177/truedivRealDiv#clip_grads/clip_by_norm_177/Const_1%clip_grads/clip_by_norm_177/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_177/MinimumMinimum!clip_grads/clip_by_norm_177/Rsqrt#clip_grads/clip_by_norm_177/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_177/mul_2Mul!clip_grads/clip_by_norm_177/mul_1#clip_grads/clip_by_norm_177/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_177Identity!clip_grads/clip_by_norm_177/mul_2"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_178/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_178/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_178/SumSumclip_grads/clip_by_norm_178/mul!clip_grads/clip_by_norm_178/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_178/RsqrtRsqrtclip_grads/clip_by_norm_178/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_178/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_178/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_178/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_178/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_178/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_178/truedivRealDiv#clip_grads/clip_by_norm_178/Const_1%clip_grads/clip_by_norm_178/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_178/MinimumMinimum!clip_grads/clip_by_norm_178/Rsqrt#clip_grads/clip_by_norm_178/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_178/mul_2Mul!clip_grads/clip_by_norm_178/mul_1#clip_grads/clip_by_norm_178/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  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dtype0  !clip_grads/clip_by_norm_179/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_179/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_179/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_179/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_179/truedivRealDiv#clip_grads/clip_by_norm_179/Const_1%clip_grads/clip_by_norm_179/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_179/MinimumMinimum!clip_grads/clip_by_norm_179/Rsqrt#clip_grads/clip_by_norm_179/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_179/mul_2Mul!clip_grads/clip_by_norm_179/mul_1#clip_grads/clip_by_norm_179/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_179Identity!clip_grads/clip_by_norm_179/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_180/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_180/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_180/SumSumclip_grads/clip_by_norm_180/mul!clip_grads/clip_by_norm_180/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_180/RsqrtRsqrtclip_grads/clip_by_norm_180/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_180/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_180/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_180/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_180/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_180/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_180/truedivRealDiv#clip_grads/clip_by_norm_180/Const_1%clip_grads/clip_by_norm_180/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_180/MinimumMinimum!clip_grads/clip_by_norm_180/Rsqrt#clip_grads/clip_by_norm_180/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_180/mul_2Mul!clip_grads/clip_by_norm_180/mul_1#clip_grads/clip_by_norm_180/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_180Identity!clip_grads/clip_by_norm_180/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_181/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_181/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_181/SumSumclip_grads/clip_by_norm_181/mul!clip_grads/clip_by_norm_181/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_181/RsqrtRsqrtclip_grads/clip_by_norm_181/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_181/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_181/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_181/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_181/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_181/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_181/truedivRealDiv#clip_grads/clip_by_norm_181/Const_1%clip_grads/clip_by_norm_181/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_181/MinimumMinimum!clip_grads/clip_by_norm_181/Rsqrt#clip_grads/clip_by_norm_181/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_181/mul_2Mul!clip_grads/clip_by_norm_181/mul_1#clip_grads/clip_by_norm_181/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_181Identity!clip_grads/clip_by_norm_181/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_182/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_182/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_182/SumSumclip_grads/clip_by_norm_182/mul!clip_grads/clip_by_norm_182/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_182/RsqrtRsqrtclip_grads/clip_by_norm_182/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_182/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_182/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_182/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_182/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_182/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_182/truedivRealDiv#clip_grads/clip_by_norm_182/Const_1%clip_grads/clip_by_norm_182/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_182/MinimumMinimum!clip_grads/clip_by_norm_182/Rsqrt#clip_grads/clip_by_norm_182/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_182/mul_2Mul!clip_grads/clip_by_norm_182/mul_1#clip_grads/clip_by_norm_182/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_182Identity!clip_grads/clip_by_norm_182/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_183/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_183/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_183/SumSumclip_grads/clip_by_norm_183/mul!clip_grads/clip_by_norm_183/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_183/RsqrtRsqrtclip_grads/clip_by_norm_183/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_183/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_183/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_183/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_183/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_183/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_183/truedivRealDiv#clip_grads/clip_by_norm_183/Const_1%clip_grads/clip_by_norm_183/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_183/MinimumMinimum!clip_grads/clip_by_norm_183/Rsqrt#clip_grads/clip_by_norm_183/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_183/mul_2Mul!clip_grads/clip_by_norm_183/mul_1#clip_grads/clip_by_norm_183/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_183Identity!clip_grads/clip_by_norm_183/mul_2"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_184/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_184/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_184/SumSumclip_grads/clip_by_norm_184/mul!clip_grads/clip_by_norm_184/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_184/RsqrtRsqrtclip_grads/clip_by_norm_184/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_184/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_184/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_184/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_184/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_184/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_184/truedivRealDiv#clip_grads/clip_by_norm_184/Const_1%clip_grads/clip_by_norm_184/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_184/MinimumMinimum!clip_grads/clip_by_norm_184/Rsqrt#clip_grads/clip_by_norm_184/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_184/mul_2Mul!clip_grads/clip_by_norm_184/mul_1#clip_grads/clip_by_norm_184/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_184Identity!clip_grads/clip_by_norm_184/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_185/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_185/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_185/SumSumclip_grads/clip_by_norm_185/mul!clip_grads/clip_by_norm_185/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_185/RsqrtRsqrtclip_grads/clip_by_norm_185/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_185/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_185/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_185/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_185/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_185/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_185/truedivRealDiv#clip_grads/clip_by_norm_185/Const_1%clip_grads/clip_by_norm_185/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_185/MinimumMinimum!clip_grads/clip_by_norm_185/Rsqrt#clip_grads/clip_by_norm_185/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_185/mul_2Mul!clip_grads/clip_by_norm_185/mul_1#clip_grads/clip_by_norm_185/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_185Identity!clip_grads/clip_by_norm_185/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_186/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_186/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_186/SumSumclip_grads/clip_by_norm_186/mul!clip_grads/clip_by_norm_186/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_186/RsqrtRsqrtclip_grads/clip_by_norm_186/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_186/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_186/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_186/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_186/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_186/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_186/truedivRealDiv#clip_grads/clip_by_norm_186/Const_1%clip_grads/clip_by_norm_186/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_186/MinimumMinimum!clip_grads/clip_by_norm_186/Rsqrt#clip_grads/clip_by_norm_186/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_186/mul_2Mul!clip_grads/clip_by_norm_186/mul_1#clip_grads/clip_by_norm_186/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_186Identity!clip_grads/clip_by_norm_186/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_187/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_187/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_187/SumSumclip_grads/clip_by_norm_187/mul!clip_grads/clip_by_norm_187/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_187/RsqrtRsqrtclip_grads/clip_by_norm_187/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_187/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_187/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_187/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_187/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_187/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_187/truedivRealDiv#clip_grads/clip_by_norm_187/Const_1%clip_grads/clip_by_norm_187/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_187/MinimumMinimum!clip_grads/clip_by_norm_187/Rsqrt#clip_grads/clip_by_norm_187/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_187/mul_2Mul!clip_grads/clip_by_norm_187/mul_1#clip_grads/clip_by_norm_187/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_187Identity!clip_grads/clip_by_norm_187/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_188/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_188/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_188/SumSumclip_grads/clip_by_norm_188/mul!clip_grads/clip_by_norm_188/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_188/RsqrtRsqrtclip_grads/clip_by_norm_188/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_188/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_188/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_188/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_188/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_188/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_188/truedivRealDiv#clip_grads/clip_by_norm_188/Const_1%clip_grads/clip_by_norm_188/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_188/MinimumMinimum!clip_grads/clip_by_norm_188/Rsqrt#clip_grads/clip_by_norm_188/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_188/mul_2Mul!clip_grads/clip_by_norm_188/mul_1#clip_grads/clip_by_norm_188/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_188Identity!clip_grads/clip_by_norm_188/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_189/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_189/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_189/SumSumclip_grads/clip_by_norm_189/mul!clip_grads/clip_by_norm_189/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_189/RsqrtRsqrtclip_grads/clip_by_norm_189/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_189/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_189/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_189/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_189/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_189/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_189/truedivRealDiv#clip_grads/clip_by_norm_189/Const_1%clip_grads/clip_by_norm_189/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_189/MinimumMinimum!clip_grads/clip_by_norm_189/Rsqrt#clip_grads/clip_by_norm_189/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_189/mul_2Mul!clip_grads/clip_by_norm_189/mul_1#clip_grads/clip_by_norm_189/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_189Identity!clip_grads/clip_by_norm_189/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_190/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_190/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_190/SumSumclip_grads/clip_by_norm_190/mul!clip_grads/clip_by_norm_190/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_190/RsqrtRsqrtclip_grads/clip_by_norm_190/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_190/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_190/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_190/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_190/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_190/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_190/truedivRealDiv#clip_grads/clip_by_norm_190/Const_1%clip_grads/clip_by_norm_190/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_190/MinimumMinimum!clip_grads/clip_by_norm_190/Rsqrt#clip_grads/clip_by_norm_190/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_190/mul_2Mul!clip_grads/clip_by_norm_190/mul_1#clip_grads/clip_by_norm_190/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_190Identity!clip_grads/clip_by_norm_190/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_191/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_191/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_191/SumSumclip_grads/clip_by_norm_191/mul!clip_grads/clip_by_norm_191/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_191/RsqrtRsqrtclip_grads/clip_by_norm_191/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_191/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_191/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_191/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_191/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_191/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_191/truedivRealDiv#clip_grads/clip_by_norm_191/Const_1%clip_grads/clip_by_norm_191/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_191/MinimumMinimum!clip_grads/clip_by_norm_191/Rsqrt#clip_grads/clip_by_norm_191/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_191/mul_2Mul!clip_grads/clip_by_norm_191/mul_1#clip_grads/clip_by_norm_191/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_191Identity!clip_grads/clip_by_norm_191/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_192/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_192/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_192/SumSumclip_grads/clip_by_norm_192/mul!clip_grads/clip_by_norm_192/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_192/RsqrtRsqrtclip_grads/clip_by_norm_192/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_192/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_192/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_192/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_192/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_192/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_192/truedivRealDiv#clip_grads/clip_by_norm_192/Const_1%clip_grads/clip_by_norm_192/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_192/MinimumMinimum!clip_grads/clip_by_norm_192/Rsqrt#clip_grads/clip_by_norm_192/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_192/mul_2Mul!clip_grads/clip_by_norm_192/mul_1#clip_grads/clip_by_norm_192/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_192Identity!clip_grads/clip_by_norm_192/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_193/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_193/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_193/SumSumclip_grads/clip_by_norm_193/mul!clip_grads/clip_by_norm_193/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_193/RsqrtRsqrtclip_grads/clip_by_norm_193/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_193/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_193/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_193/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_193/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_193/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_193/truedivRealDiv#clip_grads/clip_by_norm_193/Const_1%clip_grads/clip_by_norm_193/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_193/MinimumMinimum!clip_grads/clip_by_norm_193/Rsqrt#clip_grads/clip_by_norm_193/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_193/mul_2Mul!clip_grads/clip_by_norm_193/mul_1#clip_grads/clip_by_norm_193/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  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dtype0  !clip_grads/clip_by_norm_194/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_194/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_194/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_194/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_194/truedivRealDiv#clip_grads/clip_by_norm_194/Const_1%clip_grads/clip_by_norm_194/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_194/MinimumMinimum!clip_grads/clip_by_norm_194/Rsqrt#clip_grads/clip_by_norm_194/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_194/mul_2Mul!clip_grads/clip_by_norm_194/mul_1#clip_grads/clip_by_norm_194/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_194Identity!clip_grads/clip_by_norm_194/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_195/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  !clip_grads/clip_by_norm_195/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_195/SumSumclip_grads/clip_by_norm_195/mul!clip_grads/clip_by_norm_195/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_195/RsqrtRsqrtclip_grads/clip_by_norm_195/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_195/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_195/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_195/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_195/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_195/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_195/truedivRealDiv#clip_grads/clip_by_norm_195/Const_1%clip_grads/clip_by_norm_195/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_195/MinimumMinimum!clip_grads/clip_by_norm_195/Rsqrt#clip_grads/clip_by_norm_195/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_195/mul_2Mul!clip_grads/clip_by_norm_195/mul_1#clip_grads/clip_by_norm_195/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_195Identity!clip_grads/clip_by_norm_195/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_196/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_196/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_196/SumSumclip_grads/clip_by_norm_196/mul!clip_grads/clip_by_norm_196/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_196/RsqrtRsqrtclip_grads/clip_by_norm_196/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_196/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_196/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_196/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_196/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_196/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_196/truedivRealDiv#clip_grads/clip_by_norm_196/Const_1%clip_grads/clip_by_norm_196/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_196/MinimumMinimum!clip_grads/clip_by_norm_196/Rsqrt#clip_grads/clip_by_norm_196/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_196/mul_2Mul!clip_grads/clip_by_norm_196/mul_1#clip_grads/clip_by_norm_196/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  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_output_shapes :  !clip_grads/clip_by_norm_197/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_197/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_197/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_197/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_197/truedivRealDiv#clip_grads/clip_by_norm_197/Const_1%clip_grads/clip_by_norm_197/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_197/MinimumMinimum!clip_grads/clip_by_norm_197/Rsqrt#clip_grads/clip_by_norm_197/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_197/mul_2Mul!clip_grads/clip_by_norm_197/mul_1#clip_grads/clip_by_norm_197/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_197Identity!clip_grads/clip_by_norm_197/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_198/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_198/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_198/SumSumclip_grads/clip_by_norm_198/mul!clip_grads/clip_by_norm_198/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(*& _output_shapes :  !clip_grads/clip_by_norm_198/RsqrtRsqrtclip_grads/clip_by_norm_198/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_198/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_198/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_198/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_198/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_198/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_198/truedivRealDiv#clip_grads/clip_by_norm_198/Const_1%clip_grads/clip_by_norm_198/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_198/MinimumMinimum!clip_grads/clip_by_norm_198/Rsqrt#clip_grads/clip_by_norm_198/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  !clip_grads/clip_by_norm_198/mul_2Mul!clip_grads/clip_by_norm_198/mul_1#clip_grads/clip_by_norm_198/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_198Identity!clip_grads/clip_by_norm_198/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_199/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_199/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_199/SumSumclip_grads/clip_by_norm_199/mul!clip_grads/clip_by_norm_199/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_199/RsqrtRsqrtclip_grads/clip_by_norm_199/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_199/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_199/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_199/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_199/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_199/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_199/truedivRealDiv#clip_grads/clip_by_norm_199/Const_1%clip_grads/clip_by_norm_199/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_199/MinimumMinimum!clip_grads/clip_by_norm_199/Rsqrt#clip_grads/clip_by_norm_199/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_199/mul_2Mul!clip_grads/clip_by_norm_199/mul_1#clip_grads/clip_by_norm_199/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_199Identity!clip_grads/clip_by_norm_199/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_200/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_200/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_200/SumSumclip_grads/clip_by_norm_200/mul!clip_grads/clip_by_norm_200/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_200/RsqrtRsqrtclip_grads/clip_by_norm_200/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_200/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_200/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_200/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_200/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_200/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_200/truedivRealDiv#clip_grads/clip_by_norm_200/Const_1%clip_grads/clip_by_norm_200/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_200/MinimumMinimum!clip_grads/clip_by_norm_200/Rsqrt#clip_grads/clip_by_norm_200/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_200/mul_2Mul!clip_grads/clip_by_norm_200/mul_1#clip_grads/clip_by_norm_200/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_200Identity!clip_grads/clip_by_norm_200/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_201/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_201/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_201/SumSumclip_grads/clip_by_norm_201/mul!clip_grads/clip_by_norm_201/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_201/RsqrtRsqrtclip_grads/clip_by_norm_201/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_201/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_201/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_201/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_201/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_201/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_201/truedivRealDiv#clip_grads/clip_by_norm_201/Const_1%clip_grads/clip_by_norm_201/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_201/MinimumMinimum!clip_grads/clip_by_norm_201/Rsqrt#clip_grads/clip_by_norm_201/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_201/mul_2Mul!clip_grads/clip_by_norm_201/mul_1#clip_grads/clip_by_norm_201/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_201Identity!clip_grads/clip_by_norm_201/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_202/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_202/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_202/SumSumclip_grads/clip_by_norm_202/mul!clip_grads/clip_by_norm_202/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_202/RsqrtRsqrtclip_grads/clip_by_norm_202/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_202/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_202/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_202/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_202/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_202/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_202/truedivRealDiv#clip_grads/clip_by_norm_202/Const_1%clip_grads/clip_by_norm_202/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_202/MinimumMinimum!clip_grads/clip_by_norm_202/Rsqrt#clip_grads/clip_by_norm_202/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_202/mul_2Mul!clip_grads/clip_by_norm_202/mul_1#clip_grads/clip_by_norm_202/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_202Identity!clip_grads/clip_by_norm_202/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_203/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_203/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_203/SumSumclip_grads/clip_by_norm_203/mul!clip_grads/clip_by_norm_203/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_203/RsqrtRsqrtclip_grads/clip_by_norm_203/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_203/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_203/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_203/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_203/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_203/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_203/truedivRealDiv#clip_grads/clip_by_norm_203/Const_1%clip_grads/clip_by_norm_203/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_203/MinimumMinimum!clip_grads/clip_by_norm_203/Rsqrt#clip_grads/clip_by_norm_203/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_203/mul_2Mul!clip_grads/clip_by_norm_203/mul_1#clip_grads/clip_by_norm_203/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_203Identity!clip_grads/clip_by_norm_203/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_204/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_204/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_204/SumSumclip_grads/clip_by_norm_204/mul!clip_grads/clip_by_norm_204/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_204/RsqrtRsqrtclip_grads/clip_by_norm_204/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_204/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_204/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_204/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_204/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_204/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_204/truedivRealDiv#clip_grads/clip_by_norm_204/Const_1%clip_grads/clip_by_norm_204/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_204/MinimumMinimum!clip_grads/clip_by_norm_204/Rsqrt#clip_grads/clip_by_norm_204/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_204/mul_2Mul!clip_grads/clip_by_norm_204/mul_1#clip_grads/clip_by_norm_204/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_204Identity!clip_grads/clip_by_norm_204/mul_2"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_205/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_205/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_205/SumSumclip_grads/clip_by_norm_205/mul!clip_grads/clip_by_norm_205/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_205/RsqrtRsqrtclip_grads/clip_by_norm_205/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_205/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_205/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_205/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_205/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_205/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_205/truedivRealDiv#clip_grads/clip_by_norm_205/Const_1%clip_grads/clip_by_norm_205/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_205/MinimumMinimum!clip_grads/clip_by_norm_205/Rsqrt#clip_grads/clip_by_norm_205/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_205/mul_2Mul!clip_grads/clip_by_norm_205/mul_1#clip_grads/clip_by_norm_205/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_205Identity!clip_grads/clip_by_norm_205/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_206/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_206/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_206/SumSumclip_grads/clip_by_norm_206/mul!clip_grads/clip_by_norm_206/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_206/RsqrtRsqrtclip_grads/clip_by_norm_206/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_206/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_206/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_206/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_206/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_206/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_206/truedivRealDiv#clip_grads/clip_by_norm_206/Const_1%clip_grads/clip_by_norm_206/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_206/MinimumMinimum!clip_grads/clip_by_norm_206/Rsqrt#clip_grads/clip_by_norm_206/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_206/mul_2Mul!clip_grads/clip_by_norm_206/mul_1#clip_grads/clip_by_norm_206/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_206Identity!clip_grads/clip_by_norm_206/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_207/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_207/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_207/SumSumclip_grads/clip_by_norm_207/mul!clip_grads/clip_by_norm_207/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_207/RsqrtRsqrtclip_grads/clip_by_norm_207/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_207/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_207/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_207/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_207/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_207/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_207/truedivRealDiv#clip_grads/clip_by_norm_207/Const_1%clip_grads/clip_by_norm_207/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_207/MinimumMinimum!clip_grads/clip_by_norm_207/Rsqrt#clip_grads/clip_by_norm_207/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_207/mul_2Mul!clip_grads/clip_by_norm_207/mul_1#clip_grads/clip_by_norm_207/Minimum"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_207Identity!clip_grads/clip_by_norm_207/mul_2"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_208/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_208/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_208/SumSumclip_grads/clip_by_norm_208/mul!clip_grads/clip_by_norm_208/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_208/RsqrtRsqrtclip_grads/clip_by_norm_208/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_208/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_208/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_208/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_208/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_208/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_208/truedivRealDiv#clip_grads/clip_by_norm_208/Const_1%clip_grads/clip_by_norm_208/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_208/MinimumMinimum!clip_grads/clip_by_norm_208/Rsqrt#clip_grads/clip_by_norm_208/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_208/mul_2Mul!clip_grads/clip_by_norm_208/mul_1#clip_grads/clip_by_norm_208/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_208Identity!clip_grads/clip_by_norm_208/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_209/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_209/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_209/SumSumclip_grads/clip_by_norm_209/mul!clip_grads/clip_by_norm_209/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_209/RsqrtRsqrtclip_grads/clip_by_norm_209/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_209/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_209/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_209/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_209/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_209/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_209/truedivRealDiv#clip_grads/clip_by_norm_209/Const_1%clip_grads/clip_by_norm_209/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_209/MinimumMinimum!clip_grads/clip_by_norm_209/Rsqrt#clip_grads/clip_by_norm_209/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_209/mul_2Mul!clip_grads/clip_by_norm_209/mul_1#clip_grads/clip_by_norm_209/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_209Identity!clip_grads/clip_by_norm_209/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_210/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_210/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_210/SumSumclip_grads/clip_by_norm_210/mul!clip_grads/clip_by_norm_210/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_210/RsqrtRsqrtclip_grads/clip_by_norm_210/Sum"/job:worker/device:CPU:0* T0*& _output_shapes :  #clip_grads/clip_by_norm_210/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_210/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_210/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_210/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_210/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_210/truedivRealDiv#clip_grads/clip_by_norm_210/Const_1%clip_grads/clip_by_norm_210/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_210/MinimumMinimum!clip_grads/clip_by_norm_210/Rsqrt#clip_grads/clip_by_norm_210/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  !clip_grads/clip_by_norm_210/mul_2Mul!clip_grads/clip_by_norm_210/mul_1#clip_grads/clip_by_norm_210/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_210Identity!clip_grads/clip_by_norm_210/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_211/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_211/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_211/SumSumclip_grads/clip_by_norm_211/mul!clip_grads/clip_by_norm_211/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_211/RsqrtRsqrtclip_grads/clip_by_norm_211/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_211/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_211/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_211/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_211/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_211/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_211/truedivRealDiv#clip_grads/clip_by_norm_211/Const_1%clip_grads/clip_by_norm_211/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_211/MinimumMinimum!clip_grads/clip_by_norm_211/Rsqrt#clip_grads/clip_by_norm_211/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_211/mul_2Mul!clip_grads/clip_by_norm_211/mul_1#clip_grads/clip_by_norm_211/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_211Identity!clip_grads/clip_by_norm_211/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_212/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_212/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_212/SumSumclip_grads/clip_by_norm_212/mul!clip_grads/clip_by_norm_212/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_212/RsqrtRsqrtclip_grads/clip_by_norm_212/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_212/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_212/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_212/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_212/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_212/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_212/truedivRealDiv#clip_grads/clip_by_norm_212/Const_1%clip_grads/clip_by_norm_212/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_212/MinimumMinimum!clip_grads/clip_by_norm_212/Rsqrt#clip_grads/clip_by_norm_212/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_212/mul_2Mul!clip_grads/clip_by_norm_212/mul_1#clip_grads/clip_by_norm_212/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_212Identity!clip_grads/clip_by_norm_212/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_213/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  !clip_grads/clip_by_norm_213/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_213/SumSumclip_grads/clip_by_norm_213/mul!clip_grads/clip_by_norm_213/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_213/RsqrtRsqrtclip_grads/clip_by_norm_213/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_213/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_213/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_213/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_213/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_213/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_213/truedivRealDiv#clip_grads/clip_by_norm_213/Const_1%clip_grads/clip_by_norm_213/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_213/MinimumMinimum!clip_grads/clip_by_norm_213/Rsqrt#clip_grads/clip_by_norm_213/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_213/mul_2Mul!clip_grads/clip_by_norm_213/mul_1#clip_grads/clip_by_norm_213/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_213Identity!clip_grads/clip_by_norm_213/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_214/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_214/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_214/SumSumclip_grads/clip_by_norm_214/mul!clip_grads/clip_by_norm_214/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_214/RsqrtRsqrtclip_grads/clip_by_norm_214/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_214/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_214/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_214/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_214/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_214/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_214/truedivRealDiv#clip_grads/clip_by_norm_214/Const_1%clip_grads/clip_by_norm_214/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_214/MinimumMinimum!clip_grads/clip_by_norm_214/Rsqrt#clip_grads/clip_by_norm_214/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_214/mul_2Mul!clip_grads/clip_by_norm_214/mul_1#clip_grads/clip_by_norm_214/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_214Identity!clip_grads/clip_by_norm_214/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_215/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_215/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_215/SumSumclip_grads/clip_by_norm_215/mul!clip_grads/clip_by_norm_215/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_215/RsqrtRsqrtclip_grads/clip_by_norm_215/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_215/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_215/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_215/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_215/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_215/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_215/truedivRealDiv#clip_grads/clip_by_norm_215/Const_1%clip_grads/clip_by_norm_215/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_215/MinimumMinimum!clip_grads/clip_by_norm_215/Rsqrt#clip_grads/clip_by_norm_215/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_215/mul_2Mul!clip_grads/clip_by_norm_215/mul_1#clip_grads/clip_by_norm_215/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_215Identity!clip_grads/clip_by_norm_215/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_216/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_216/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_216/SumSumclip_grads/clip_by_norm_216/mul!clip_grads/clip_by_norm_216/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_216/RsqrtRsqrtclip_grads/clip_by_norm_216/Sum"/job:worker/device:CPU:0* T0*& _output_shapes :  #clip_grads/clip_by_norm_216/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_216/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_216/mul_1/y"/job:worker/device:CPU:0* T0*( _output_shapes :  #clip_grads/clip_by_norm_216/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_216/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_216/truedivRealDiv#clip_grads/clip_by_norm_216/Const_1%clip_grads/clip_by_norm_216/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_216/MinimumMinimum!clip_grads/clip_by_norm_216/Rsqrt#clip_grads/clip_by_norm_216/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_216/mul_2Mul!clip_grads/clip_by_norm_216/mul_1#clip_grads/clip_by_norm_216/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_216Identity!clip_grads/clip_by_norm_216/mul_2"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_217/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_217/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_217/SumSumclip_grads/clip_by_norm_217/mul!clip_grads/clip_by_norm_217/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_217/RsqrtRsqrtclip_grads/clip_by_norm_217/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_217/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_217/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_217/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_217/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_217/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_217/truedivRealDiv#clip_grads/clip_by_norm_217/Const_1%clip_grads/clip_by_norm_217/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_217/MinimumMinimum!clip_grads/clip_by_norm_217/Rsqrt#clip_grads/clip_by_norm_217/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_217/mul_2Mul!clip_grads/clip_by_norm_217/mul_1#clip_grads/clip_by_norm_217/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_217Identity!clip_grads/clip_by_norm_217/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_218/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_218/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_218/SumSumclip_grads/clip_by_norm_218/mul!clip_grads/clip_by_norm_218/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_218/RsqrtRsqrtclip_grads/clip_by_norm_218/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_218/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_218/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_218/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_218/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_218/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_218/truedivRealDiv#clip_grads/clip_by_norm_218/Const_1%clip_grads/clip_by_norm_218/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_218/MinimumMinimum!clip_grads/clip_by_norm_218/Rsqrt#clip_grads/clip_by_norm_218/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_218/mul_2Mul!clip_grads/clip_by_norm_218/mul_1#clip_grads/clip_by_norm_218/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_218Identity!clip_grads/clip_by_norm_218/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_219/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_219/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_219/SumSumclip_grads/clip_by_norm_219/mul!clip_grads/clip_by_norm_219/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_219/RsqrtRsqrtclip_grads/clip_by_norm_219/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_219/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_219/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_219/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_219/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_219/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_219/truedivRealDiv#clip_grads/clip_by_norm_219/Const_1%clip_grads/clip_by_norm_219/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_219/MinimumMinimum!clip_grads/clip_by_norm_219/Rsqrt#clip_grads/clip_by_norm_219/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_219/mul_2Mul!clip_grads/clip_by_norm_219/mul_1#clip_grads/clip_by_norm_219/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_219Identity!clip_grads/clip_by_norm_219/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_220/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_220/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_220/SumSumclip_grads/clip_by_norm_220/mul!clip_grads/clip_by_norm_220/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_220/RsqrtRsqrtclip_grads/clip_by_norm_220/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_220/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_220/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_220/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_220/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_220/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_220/truedivRealDiv#clip_grads/clip_by_norm_220/Const_1%clip_grads/clip_by_norm_220/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_220/MinimumMinimum!clip_grads/clip_by_norm_220/Rsqrt#clip_grads/clip_by_norm_220/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_220/mul_2Mul!clip_grads/clip_by_norm_220/mul_1#clip_grads/clip_by_norm_220/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_220Identity!clip_grads/clip_by_norm_220/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_221/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_221/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_221/SumSumclip_grads/clip_by_norm_221/mul!clip_grads/clip_by_norm_221/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_221/RsqrtRsqrtclip_grads/clip_by_norm_221/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_221/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_221/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_221/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_221/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_221/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_221/truedivRealDiv#clip_grads/clip_by_norm_221/Const_1%clip_grads/clip_by_norm_221/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_221/MinimumMinimum!clip_grads/clip_by_norm_221/Rsqrt#clip_grads/clip_by_norm_221/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_221/mul_2Mul!clip_grads/clip_by_norm_221/mul_1#clip_grads/clip_by_norm_221/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_221Identity!clip_grads/clip_by_norm_221/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_222/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_222/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_222/SumSumclip_grads/clip_by_norm_222/mul!clip_grads/clip_by_norm_222/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_222/RsqrtRsqrtclip_grads/clip_by_norm_222/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_222/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_222/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_222/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_222/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_222/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_222/truedivRealDiv#clip_grads/clip_by_norm_222/Const_1%clip_grads/clip_by_norm_222/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_222/MinimumMinimum!clip_grads/clip_by_norm_222/Rsqrt#clip_grads/clip_by_norm_222/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_222/mul_2Mul!clip_grads/clip_by_norm_222/mul_1#clip_grads/clip_by_norm_222/Minimum"/job:worker/device:CPU:0* T0*( _output_shapes :  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B * A  !clip_grads/clip_by_norm_224/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_224/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_224/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_224/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_224/truedivRealDiv#clip_grads/clip_by_norm_224/Const_1%clip_grads/clip_by_norm_224/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_224/MinimumMinimum!clip_grads/clip_by_norm_224/Rsqrt#clip_grads/clip_by_norm_224/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_224/mul_2Mul!clip_grads/clip_by_norm_224/mul_1#clip_grads/clip_by_norm_224/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  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!clip_grads/clip_by_norm_225/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_225/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_225/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_225/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_225/truedivRealDiv#clip_grads/clip_by_norm_225/Const_1%clip_grads/clip_by_norm_225/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_225/MinimumMinimum!clip_grads/clip_by_norm_225/Rsqrt#clip_grads/clip_by_norm_225/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  !clip_grads/clip_by_norm_225/mul_2Mul!clip_grads/clip_by_norm_225/mul_1#clip_grads/clip_by_norm_225/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  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_output_shapes :  !clip_grads/clip_by_norm_227/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_227/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_227/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_227/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_227/truedivRealDiv#clip_grads/clip_by_norm_227/Const_1%clip_grads/clip_by_norm_227/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_227/MinimumMinimum!clip_grads/clip_by_norm_227/Rsqrt#clip_grads/clip_by_norm_227/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_227/mul_2Mul!clip_grads/clip_by_norm_227/mul_1#clip_grads/clip_by_norm_227/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  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!clip_grads/clip_by_norm_231/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_231/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_231/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_231/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_231/truedivRealDiv#clip_grads/clip_by_norm_231/Const_1%clip_grads/clip_by_norm_231/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_231/MinimumMinimum!clip_grads/clip_by_norm_231/Rsqrt#clip_grads/clip_by_norm_231/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_231/mul_2Mul!clip_grads/clip_by_norm_231/mul_1#clip_grads/clip_by_norm_231/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_231Identity!clip_grads/clip_by_norm_231/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_232/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_232/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_232/SumSumclip_grads/clip_by_norm_232/mul!clip_grads/clip_by_norm_232/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_232/RsqrtRsqrtclip_grads/clip_by_norm_232/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_232/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_232/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_232/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_232/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_232/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_232/truedivRealDiv#clip_grads/clip_by_norm_232/Const_1%clip_grads/clip_by_norm_232/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_232/MinimumMinimum!clip_grads/clip_by_norm_232/Rsqrt#clip_grads/clip_by_norm_232/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_232/mul_2Mul!clip_grads/clip_by_norm_232/mul_1#clip_grads/clip_by_norm_232/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  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_output_shapes :  !clip_grads/clip_by_norm_233/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_233/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_233/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_233/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_233/truedivRealDiv#clip_grads/clip_by_norm_233/Const_1%clip_grads/clip_by_norm_233/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_233/MinimumMinimum!clip_grads/clip_by_norm_233/Rsqrt#clip_grads/clip_by_norm_233/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_233/mul_2Mul!clip_grads/clip_by_norm_233/mul_1#clip_grads/clip_by_norm_233/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_233Identity!clip_grads/clip_by_norm_233/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_234/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  !clip_grads/clip_by_norm_234/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_234/SumSumclip_grads/clip_by_norm_234/mul!clip_grads/clip_by_norm_234/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_234/RsqrtRsqrtclip_grads/clip_by_norm_234/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_234/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_234/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_234/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_234/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_234/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_234/truedivRealDiv#clip_grads/clip_by_norm_234/Const_1%clip_grads/clip_by_norm_234/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_234/MinimumMinimum!clip_grads/clip_by_norm_234/Rsqrt#clip_grads/clip_by_norm_234/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_234/mul_2Mul!clip_grads/clip_by_norm_234/mul_1#clip_grads/clip_by_norm_234/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_234Identity!clip_grads/clip_by_norm_234/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_235/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_235/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_235/SumSumclip_grads/clip_by_norm_235/mul!clip_grads/clip_by_norm_235/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_235/RsqrtRsqrtclip_grads/clip_by_norm_235/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_235/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_235/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_235/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_235/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_235/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_235/truedivRealDiv#clip_grads/clip_by_norm_235/Const_1%clip_grads/clip_by_norm_235/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_235/MinimumMinimum!clip_grads/clip_by_norm_235/Rsqrt#clip_grads/clip_by_norm_235/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_235/mul_2Mul!clip_grads/clip_by_norm_235/mul_1#clip_grads/clip_by_norm_235/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  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B * A  !clip_grads/clip_by_norm_236/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_236/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_236/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_236/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_236/truedivRealDiv#clip_grads/clip_by_norm_236/Const_1%clip_grads/clip_by_norm_236/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_236/MinimumMinimum!clip_grads/clip_by_norm_236/Rsqrt#clip_grads/clip_by_norm_236/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_236/mul_2Mul!clip_grads/clip_by_norm_236/mul_1#clip_grads/clip_by_norm_236/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_236Identity!clip_grads/clip_by_norm_236/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_237/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  !clip_grads/clip_by_norm_237/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_237/SumSumclip_grads/clip_by_norm_237/mul!clip_grads/clip_by_norm_237/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_237/RsqrtRsqrtclip_grads/clip_by_norm_237/Sum"/job:worker/device:CPU:0* T0*& _output_shapes :  #clip_grads/clip_by_norm_237/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_237/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_237/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_237/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_237/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_237/truedivRealDiv#clip_grads/clip_by_norm_237/Const_1%clip_grads/clip_by_norm_237/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_237/MinimumMinimum!clip_grads/clip_by_norm_237/Rsqrt#clip_grads/clip_by_norm_237/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_237/mul_2Mul!clip_grads/clip_by_norm_237/mul_1#clip_grads/clip_by_norm_237/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  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:  !clip_grads/clip_by_norm_238/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_238/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_238/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_238/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_238/truedivRealDiv#clip_grads/clip_by_norm_238/Const_1%clip_grads/clip_by_norm_238/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_238/MinimumMinimum!clip_grads/clip_by_norm_238/Rsqrt#clip_grads/clip_by_norm_238/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_238/mul_2Mul!clip_grads/clip_by_norm_238/mul_1#clip_grads/clip_by_norm_238/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_238Identity!clip_grads/clip_by_norm_238/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_239/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_239/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_239/SumSumclip_grads/clip_by_norm_239/mul!clip_grads/clip_by_norm_239/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_239/RsqrtRsqrtclip_grads/clip_by_norm_239/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_239/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_239/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_239/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_239/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_239/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_239/truedivRealDiv#clip_grads/clip_by_norm_239/Const_1%clip_grads/clip_by_norm_239/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_239/MinimumMinimum!clip_grads/clip_by_norm_239/Rsqrt#clip_grads/clip_by_norm_239/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_239/mul_2Mul!clip_grads/clip_by_norm_239/mul_1#clip_grads/clip_by_norm_239/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_239Identity!clip_grads/clip_by_norm_239/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_240/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_240/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_240/SumSumclip_grads/clip_by_norm_240/mul!clip_grads/clip_by_norm_240/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_240/RsqrtRsqrtclip_grads/clip_by_norm_240/Sum"/job:worker/device:CPU:0* T0*& _output_shapes :  #clip_grads/clip_by_norm_240/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_240/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_240/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_240/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_240/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_240/truedivRealDiv#clip_grads/clip_by_norm_240/Const_1%clip_grads/clip_by_norm_240/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_240/MinimumMinimum!clip_grads/clip_by_norm_240/Rsqrt#clip_grads/clip_by_norm_240/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_240/mul_2Mul!clip_grads/clip_by_norm_240/mul_1#clip_grads/clip_by_norm_240/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_240Identity!clip_grads/clip_by_norm_240/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_241/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_241/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_241/SumSumclip_grads/clip_by_norm_241/mul!clip_grads/clip_by_norm_241/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_241/RsqrtRsqrtclip_grads/clip_by_norm_241/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_241/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_241/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_241/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_241/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_241/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_241/truedivRealDiv#clip_grads/clip_by_norm_241/Const_1%clip_grads/clip_by_norm_241/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_241/MinimumMinimum!clip_grads/clip_by_norm_241/Rsqrt#clip_grads/clip_by_norm_241/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_241/mul_2Mul!clip_grads/clip_by_norm_241/mul_1#clip_grads/clip_by_norm_241/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_241Identity!clip_grads/clip_by_norm_241/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_242/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_242/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_242/SumSumclip_grads/clip_by_norm_242/mul!clip_grads/clip_by_norm_242/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_242/RsqrtRsqrtclip_grads/clip_by_norm_242/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_242/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_242/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_242/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_242/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_242/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_242/truedivRealDiv#clip_grads/clip_by_norm_242/Const_1%clip_grads/clip_by_norm_242/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_242/MinimumMinimum!clip_grads/clip_by_norm_242/Rsqrt#clip_grads/clip_by_norm_242/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_242/mul_2Mul!clip_grads/clip_by_norm_242/mul_1#clip_grads/clip_by_norm_242/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_242Identity!clip_grads/clip_by_norm_242/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_243/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_243/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_243/SumSumclip_grads/clip_by_norm_243/mul!clip_grads/clip_by_norm_243/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(*& _output_shapes :  !clip_grads/clip_by_norm_243/RsqrtRsqrtclip_grads/clip_by_norm_243/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_243/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_243/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_243/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_243/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_243/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_243/truedivRealDiv#clip_grads/clip_by_norm_243/Const_1%clip_grads/clip_by_norm_243/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_243/MinimumMinimum!clip_grads/clip_by_norm_243/Rsqrt#clip_grads/clip_by_norm_243/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_243/mul_2Mul!clip_grads/clip_by_norm_243/mul_1#clip_grads/clip_by_norm_243/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_243Identity!clip_grads/clip_by_norm_243/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_244/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_244/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_244/SumSumclip_grads/clip_by_norm_244/mul!clip_grads/clip_by_norm_244/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_244/RsqrtRsqrtclip_grads/clip_by_norm_244/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_244/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_244/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_244/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_244/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_244/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_244/truedivRealDiv#clip_grads/clip_by_norm_244/Const_1%clip_grads/clip_by_norm_244/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_244/MinimumMinimum!clip_grads/clip_by_norm_244/Rsqrt#clip_grads/clip_by_norm_244/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_244/mul_2Mul!clip_grads/clip_by_norm_244/mul_1#clip_grads/clip_by_norm_244/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_244Identity!clip_grads/clip_by_norm_244/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_245/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_245/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_245/SumSumclip_grads/clip_by_norm_245/mul!clip_grads/clip_by_norm_245/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_245/RsqrtRsqrtclip_grads/clip_by_norm_245/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_245/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_245/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_245/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_245/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_245/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_245/truedivRealDiv#clip_grads/clip_by_norm_245/Const_1%clip_grads/clip_by_norm_245/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_245/MinimumMinimum!clip_grads/clip_by_norm_245/Rsqrt#clip_grads/clip_by_norm_245/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_245/mul_2Mul!clip_grads/clip_by_norm_245/mul_1#clip_grads/clip_by_norm_245/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_245Identity!clip_grads/clip_by_norm_245/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_246/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_246/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_246/SumSumclip_grads/clip_by_norm_246/mul!clip_grads/clip_by_norm_246/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(*& _output_shapes :  !clip_grads/clip_by_norm_246/RsqrtRsqrtclip_grads/clip_by_norm_246/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_246/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_246/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_246/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_246/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_246/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_246/truedivRealDiv#clip_grads/clip_by_norm_246/Const_1%clip_grads/clip_by_norm_246/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_246/MinimumMinimum!clip_grads/clip_by_norm_246/Rsqrt#clip_grads/clip_by_norm_246/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  !clip_grads/clip_by_norm_246/mul_2Mul!clip_grads/clip_by_norm_246/mul_1#clip_grads/clip_by_norm_246/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_246Identity!clip_grads/clip_by_norm_246/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_247/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_247/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_247/SumSumclip_grads/clip_by_norm_247/mul!clip_grads/clip_by_norm_247/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_247/RsqrtRsqrtclip_grads/clip_by_norm_247/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_247/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_247/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_247/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_247/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_247/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_247/truedivRealDiv#clip_grads/clip_by_norm_247/Const_1%clip_grads/clip_by_norm_247/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_247/MinimumMinimum!clip_grads/clip_by_norm_247/Rsqrt#clip_grads/clip_by_norm_247/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_247/mul_2Mul!clip_grads/clip_by_norm_247/mul_1#clip_grads/clip_by_norm_247/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  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_output_shapes :  !clip_grads/clip_by_norm_248/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_248/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_248/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_248/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_248/truedivRealDiv#clip_grads/clip_by_norm_248/Const_1%clip_grads/clip_by_norm_248/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_248/MinimumMinimum!clip_grads/clip_by_norm_248/Rsqrt#clip_grads/clip_by_norm_248/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_248/mul_2Mul!clip_grads/clip_by_norm_248/mul_1#clip_grads/clip_by_norm_248/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_248Identity!clip_grads/clip_by_norm_248/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_249/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  !clip_grads/clip_by_norm_249/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_249/SumSumclip_grads/clip_by_norm_249/mul!clip_grads/clip_by_norm_249/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_249/RsqrtRsqrtclip_grads/clip_by_norm_249/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_249/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_249/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_249/mul_1/y"/job:worker/device:CPU:0* T0*( _output_shapes :  #clip_grads/clip_by_norm_249/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_249/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_249/truedivRealDiv#clip_grads/clip_by_norm_249/Const_1%clip_grads/clip_by_norm_249/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_249/MinimumMinimum!clip_grads/clip_by_norm_249/Rsqrt#clip_grads/clip_by_norm_249/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_249/mul_2Mul!clip_grads/clip_by_norm_249/mul_1#clip_grads/clip_by_norm_249/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_249Identity!clip_grads/clip_by_norm_249/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_250/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_250/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_250/SumSumclip_grads/clip_by_norm_250/mul!clip_grads/clip_by_norm_250/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_250/RsqrtRsqrtclip_grads/clip_by_norm_250/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_250/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_250/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_250/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_250/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_250/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_250/truedivRealDiv#clip_grads/clip_by_norm_250/Const_1%clip_grads/clip_by_norm_250/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_250/MinimumMinimum!clip_grads/clip_by_norm_250/Rsqrt#clip_grads/clip_by_norm_250/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_250/mul_2Mul!clip_grads/clip_by_norm_250/mul_1#clip_grads/clip_by_norm_250/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_250Identity!clip_grads/clip_by_norm_250/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_251/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_251/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_251/SumSumclip_grads/clip_by_norm_251/mul!clip_grads/clip_by_norm_251/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_251/RsqrtRsqrtclip_grads/clip_by_norm_251/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_251/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_251/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_251/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_251/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_251/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_251/truedivRealDiv#clip_grads/clip_by_norm_251/Const_1%clip_grads/clip_by_norm_251/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_251/MinimumMinimum!clip_grads/clip_by_norm_251/Rsqrt#clip_grads/clip_by_norm_251/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_251/mul_2Mul!clip_grads/clip_by_norm_251/mul_1#clip_grads/clip_by_norm_251/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_251Identity!clip_grads/clip_by_norm_251/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_252/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  !clip_grads/clip_by_norm_252/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_252/SumSumclip_grads/clip_by_norm_252/mul!clip_grads/clip_by_norm_252/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_252/RsqrtRsqrtclip_grads/clip_by_norm_252/Sum"/job:worker/device:CPU:0* T0*& _output_shapes :  #clip_grads/clip_by_norm_252/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_252/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_252/mul_1/y"/job:worker/device:CPU:0* T0*( _output_shapes :  #clip_grads/clip_by_norm_252/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_252/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_252/truedivRealDiv#clip_grads/clip_by_norm_252/Const_1%clip_grads/clip_by_norm_252/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_252/MinimumMinimum!clip_grads/clip_by_norm_252/Rsqrt#clip_grads/clip_by_norm_252/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_252/mul_2Mul!clip_grads/clip_by_norm_252/mul_1#clip_grads/clip_by_norm_252/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_252Identity!clip_grads/clip_by_norm_252/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_253/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_253/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_253/SumSumclip_grads/clip_by_norm_253/mul!clip_grads/clip_by_norm_253/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_253/RsqrtRsqrtclip_grads/clip_by_norm_253/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_253/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_253/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_253/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_253/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_253/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_253/truedivRealDiv#clip_grads/clip_by_norm_253/Const_1%clip_grads/clip_by_norm_253/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_253/MinimumMinimum!clip_grads/clip_by_norm_253/Rsqrt#clip_grads/clip_by_norm_253/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_253/mul_2Mul!clip_grads/clip_by_norm_253/mul_1#clip_grads/clip_by_norm_253/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_253Identity!clip_grads/clip_by_norm_253/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_254/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_254/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_254/SumSumclip_grads/clip_by_norm_254/mul!clip_grads/clip_by_norm_254/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_254/RsqrtRsqrtclip_grads/clip_by_norm_254/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_254/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_254/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_254/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_254/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_254/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_254/truedivRealDiv#clip_grads/clip_by_norm_254/Const_1%clip_grads/clip_by_norm_254/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_254/MinimumMinimum!clip_grads/clip_by_norm_254/Rsqrt#clip_grads/clip_by_norm_254/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_254/mul_2Mul!clip_grads/clip_by_norm_254/mul_1#clip_grads/clip_by_norm_254/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_254Identity!clip_grads/clip_by_norm_254/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_255/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_255/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_255/SumSumclip_grads/clip_by_norm_255/mul!clip_grads/clip_by_norm_255/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_255/RsqrtRsqrtclip_grads/clip_by_norm_255/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_255/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_255/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_255/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_255/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_255/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_255/truedivRealDiv#clip_grads/clip_by_norm_255/Const_1%clip_grads/clip_by_norm_255/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_255/MinimumMinimum!clip_grads/clip_by_norm_255/Rsqrt#clip_grads/clip_by_norm_255/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_255/mul_2Mul!clip_grads/clip_by_norm_255/mul_1#clip_grads/clip_by_norm_255/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_255Identity!clip_grads/clip_by_norm_255/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_256/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_256/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_256/SumSumclip_grads/clip_by_norm_256/mul!clip_grads/clip_by_norm_256/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_256/RsqrtRsqrtclip_grads/clip_by_norm_256/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_256/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_256/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_256/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_256/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_256/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_256/truedivRealDiv#clip_grads/clip_by_norm_256/Const_1%clip_grads/clip_by_norm_256/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_256/MinimumMinimum!clip_grads/clip_by_norm_256/Rsqrt#clip_grads/clip_by_norm_256/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_256/mul_2Mul!clip_grads/clip_by_norm_256/mul_1#clip_grads/clip_by_norm_256/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_256Identity!clip_grads/clip_by_norm_256/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_257/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_257/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_257/SumSumclip_grads/clip_by_norm_257/mul!clip_grads/clip_by_norm_257/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_257/RsqrtRsqrtclip_grads/clip_by_norm_257/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_257/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_257/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_257/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_257/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_257/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_257/truedivRealDiv#clip_grads/clip_by_norm_257/Const_1%clip_grads/clip_by_norm_257/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_257/MinimumMinimum!clip_grads/clip_by_norm_257/Rsqrt#clip_grads/clip_by_norm_257/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_257/mul_2Mul!clip_grads/clip_by_norm_257/mul_1#clip_grads/clip_by_norm_257/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_257Identity!clip_grads/clip_by_norm_257/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_258/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_258/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_258/SumSumclip_grads/clip_by_norm_258/mul!clip_grads/clip_by_norm_258/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_258/RsqrtRsqrtclip_grads/clip_by_norm_258/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_258/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_258/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_258/mul_1/y"/job:worker/device:CPU:0* T0*( _output_shapes :  #clip_grads/clip_by_norm_258/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_258/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_258/truedivRealDiv#clip_grads/clip_by_norm_258/Const_1%clip_grads/clip_by_norm_258/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_258/MinimumMinimum!clip_grads/clip_by_norm_258/Rsqrt#clip_grads/clip_by_norm_258/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_258/mul_2Mul!clip_grads/clip_by_norm_258/mul_1#clip_grads/clip_by_norm_258/Minimum"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_258Identity!clip_grads/clip_by_norm_258/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_259/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_259/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_259/SumSumclip_grads/clip_by_norm_259/mul!clip_grads/clip_by_norm_259/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_259/RsqrtRsqrtclip_grads/clip_by_norm_259/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_259/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_259/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_259/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_259/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_259/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_259/truedivRealDiv#clip_grads/clip_by_norm_259/Const_1%clip_grads/clip_by_norm_259/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_259/MinimumMinimum!clip_grads/clip_by_norm_259/Rsqrt#clip_grads/clip_by_norm_259/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_259/mul_2Mul!clip_grads/clip_by_norm_259/mul_1#clip_grads/clip_by_norm_259/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_259Identity!clip_grads/clip_by_norm_259/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_260/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_260/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_260/SumSumclip_grads/clip_by_norm_260/mul!clip_grads/clip_by_norm_260/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_260/RsqrtRsqrtclip_grads/clip_by_norm_260/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_260/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_260/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_260/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_260/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_260/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_260/truedivRealDiv#clip_grads/clip_by_norm_260/Const_1%clip_grads/clip_by_norm_260/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_260/MinimumMinimum!clip_grads/clip_by_norm_260/Rsqrt#clip_grads/clip_by_norm_260/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_260/mul_2Mul!clip_grads/clip_by_norm_260/mul_1#clip_grads/clip_by_norm_260/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_260Identity!clip_grads/clip_by_norm_260/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_261/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  !clip_grads/clip_by_norm_261/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_261/SumSumclip_grads/clip_by_norm_261/mul!clip_grads/clip_by_norm_261/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_261/RsqrtRsqrtclip_grads/clip_by_norm_261/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_261/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_261/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_261/mul_1/y"/job:worker/device:CPU:0* T0*( _output_shapes :  #clip_grads/clip_by_norm_261/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_261/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_261/truedivRealDiv#clip_grads/clip_by_norm_261/Const_1%clip_grads/clip_by_norm_261/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_261/MinimumMinimum!clip_grads/clip_by_norm_261/Rsqrt#clip_grads/clip_by_norm_261/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  !clip_grads/clip_by_norm_261/mul_2Mul!clip_grads/clip_by_norm_261/mul_1#clip_grads/clip_by_norm_261/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_261Identity!clip_grads/clip_by_norm_261/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_262/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_262/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_262/SumSumclip_grads/clip_by_norm_262/mul!clip_grads/clip_by_norm_262/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_262/RsqrtRsqrtclip_grads/clip_by_norm_262/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_262/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_262/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_262/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_262/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_262/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_262/truedivRealDiv#clip_grads/clip_by_norm_262/Const_1%clip_grads/clip_by_norm_262/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_262/MinimumMinimum!clip_grads/clip_by_norm_262/Rsqrt#clip_grads/clip_by_norm_262/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_262/mul_2Mul!clip_grads/clip_by_norm_262/mul_1#clip_grads/clip_by_norm_262/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_262Identity!clip_grads/clip_by_norm_262/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_263/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_263/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_263/SumSumclip_grads/clip_by_norm_263/mul!clip_grads/clip_by_norm_263/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_263/RsqrtRsqrtclip_grads/clip_by_norm_263/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_263/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_263/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_263/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_263/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_263/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_263/truedivRealDiv#clip_grads/clip_by_norm_263/Const_1%clip_grads/clip_by_norm_263/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_263/MinimumMinimum!clip_grads/clip_by_norm_263/Rsqrt#clip_grads/clip_by_norm_263/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_263/mul_2Mul!clip_grads/clip_by_norm_263/mul_1#clip_grads/clip_by_norm_263/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_263Identity!clip_grads/clip_by_norm_263/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_264/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_264/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_264/SumSumclip_grads/clip_by_norm_264/mul!clip_grads/clip_by_norm_264/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_264/RsqrtRsqrtclip_grads/clip_by_norm_264/Sum"/job:worker/device:CPU:0* T0*& _output_shapes :  #clip_grads/clip_by_norm_264/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_264/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_264/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_264/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_264/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_264/truedivRealDiv#clip_grads/clip_by_norm_264/Const_1%clip_grads/clip_by_norm_264/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_264/MinimumMinimum!clip_grads/clip_by_norm_264/Rsqrt#clip_grads/clip_by_norm_264/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  !clip_grads/clip_by_norm_264/mul_2Mul!clip_grads/clip_by_norm_264/mul_1#clip_grads/clip_by_norm_264/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_264Identity!clip_grads/clip_by_norm_264/mul_2"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_265/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_265/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_265/SumSumclip_grads/clip_by_norm_265/mul!clip_grads/clip_by_norm_265/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_265/RsqrtRsqrtclip_grads/clip_by_norm_265/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_265/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_265/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_265/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_265/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_265/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_265/truedivRealDiv#clip_grads/clip_by_norm_265/Const_1%clip_grads/clip_by_norm_265/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_265/MinimumMinimum!clip_grads/clip_by_norm_265/Rsqrt#clip_grads/clip_by_norm_265/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_265/mul_2Mul!clip_grads/clip_by_norm_265/mul_1#clip_grads/clip_by_norm_265/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_265Identity!clip_grads/clip_by_norm_265/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_266/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_266/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_266/SumSumclip_grads/clip_by_norm_266/mul!clip_grads/clip_by_norm_266/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_266/RsqrtRsqrtclip_grads/clip_by_norm_266/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_266/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_266/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_266/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_266/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_266/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_266/truedivRealDiv#clip_grads/clip_by_norm_266/Const_1%clip_grads/clip_by_norm_266/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_266/MinimumMinimum!clip_grads/clip_by_norm_266/Rsqrt#clip_grads/clip_by_norm_266/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_266/mul_2Mul!clip_grads/clip_by_norm_266/mul_1#clip_grads/clip_by_norm_266/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_266Identity!clip_grads/clip_by_norm_266/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_267/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_267/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_267/SumSumclip_grads/clip_by_norm_267/mul!clip_grads/clip_by_norm_267/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_267/RsqrtRsqrtclip_grads/clip_by_norm_267/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_267/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_267/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_267/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_267/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_267/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_267/truedivRealDiv#clip_grads/clip_by_norm_267/Const_1%clip_grads/clip_by_norm_267/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_267/MinimumMinimum!clip_grads/clip_by_norm_267/Rsqrt#clip_grads/clip_by_norm_267/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_267/mul_2Mul!clip_grads/clip_by_norm_267/mul_1#clip_grads/clip_by_norm_267/Minimum"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_267Identity!clip_grads/clip_by_norm_267/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_268/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_268/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_268/SumSumclip_grads/clip_by_norm_268/mul!clip_grads/clip_by_norm_268/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_268/RsqrtRsqrtclip_grads/clip_by_norm_268/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_268/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_268/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_268/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_268/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_268/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_268/truedivRealDiv#clip_grads/clip_by_norm_268/Const_1%clip_grads/clip_by_norm_268/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_268/MinimumMinimum!clip_grads/clip_by_norm_268/Rsqrt#clip_grads/clip_by_norm_268/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_268/mul_2Mul!clip_grads/clip_by_norm_268/mul_1#clip_grads/clip_by_norm_268/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_268Identity!clip_grads/clip_by_norm_268/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_269/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_269/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_269/SumSumclip_grads/clip_by_norm_269/mul!clip_grads/clip_by_norm_269/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_269/RsqrtRsqrtclip_grads/clip_by_norm_269/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_269/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_269/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_269/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_269/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_269/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_269/truedivRealDiv#clip_grads/clip_by_norm_269/Const_1%clip_grads/clip_by_norm_269/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_269/MinimumMinimum!clip_grads/clip_by_norm_269/Rsqrt#clip_grads/clip_by_norm_269/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_269/mul_2Mul!clip_grads/clip_by_norm_269/mul_1#clip_grads/clip_by_norm_269/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_269Identity!clip_grads/clip_by_norm_269/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_270/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_270/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_270/SumSumclip_grads/clip_by_norm_270/mul!clip_grads/clip_by_norm_270/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_270/RsqrtRsqrtclip_grads/clip_by_norm_270/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_270/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_270/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_270/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_270/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_270/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_270/truedivRealDiv#clip_grads/clip_by_norm_270/Const_1%clip_grads/clip_by_norm_270/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_270/MinimumMinimum!clip_grads/clip_by_norm_270/Rsqrt#clip_grads/clip_by_norm_270/truediv"/job:worker/device:CPU:0* T0*& _output_shapes :  !clip_grads/clip_by_norm_270/mul_2Mul!clip_grads/clip_by_norm_270/mul_1#clip_grads/clip_by_norm_270/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_270Identity!clip_grads/clip_by_norm_270/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_271/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_271/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_271/SumSumclip_grads/clip_by_norm_271/mul!clip_grads/clip_by_norm_271/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_271/RsqrtRsqrtclip_grads/clip_by_norm_271/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_271/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_271/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_271/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_271/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_271/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_271/truedivRealDiv#clip_grads/clip_by_norm_271/Const_1%clip_grads/clip_by_norm_271/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_271/MinimumMinimum!clip_grads/clip_by_norm_271/Rsqrt#clip_grads/clip_by_norm_271/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_271/mul_2Mul!clip_grads/clip_by_norm_271/mul_1#clip_grads/clip_by_norm_271/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_271Identity!clip_grads/clip_by_norm_271/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_272/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_272/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_272/SumSumclip_grads/clip_by_norm_272/mul!clip_grads/clip_by_norm_272/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_272/RsqrtRsqrtclip_grads/clip_by_norm_272/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_272/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_272/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_22/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_272/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_272/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_272/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_272/truedivRealDiv#clip_grads/clip_by_norm_272/Const_1%clip_grads/clip_by_norm_272/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_272/MinimumMinimum!clip_grads/clip_by_norm_272/Rsqrt#clip_grads/clip_by_norm_272/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_272/mul_2Mul!clip_grads/clip_by_norm_272/mul_1#clip_grads/clip_by_norm_272/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_272Identity!clip_grads/clip_by_norm_272/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_273/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0*( _output_shapes :  !clip_grads/clip_by_norm_273/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_273/SumSumclip_grads/clip_by_norm_273/mul!clip_grads/clip_by_norm_273/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_273/RsqrtRsqrtclip_grads/clip_by_norm_273/Sum"/job:worker/device:CPU:0* T0*& _output_shapes :  #clip_grads/clip_by_norm_273/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_273/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_273/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_273/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_273/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_273/truedivRealDiv#clip_grads/clip_by_norm_273/Const_1%clip_grads/clip_by_norm_273/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_273/MinimumMinimum!clip_grads/clip_by_norm_273/Rsqrt#clip_grads/clip_by_norm_273/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_273/mul_2Mul!clip_grads/clip_by_norm_273/mul_1#clip_grads/clip_by_norm_273/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_273Identity!clip_grads/clip_by_norm_273/mul_2"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_274/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_274/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_274/SumSumclip_grads/clip_by_norm_274/mul!clip_grads/clip_by_norm_274/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_274/RsqrtRsqrtclip_grads/clip_by_norm_274/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_274/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_274/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_274/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_274/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_274/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_274/truedivRealDiv#clip_grads/clip_by_norm_274/Const_1%clip_grads/clip_by_norm_274/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_274/MinimumMinimum!clip_grads/clip_by_norm_274/Rsqrt#clip_grads/clip_by_norm_274/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_274/mul_2Mul!clip_grads/clip_by_norm_274/mul_1#clip_grads/clip_by_norm_274/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_274Identity!clip_grads/clip_by_norm_274/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_275/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_275/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_275/SumSumclip_grads/clip_by_norm_275/mul!clip_grads/clip_by_norm_275/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_275/RsqrtRsqrtclip_grads/clip_by_norm_275/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_275/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_275/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_275/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_275/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_275/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_275/truedivRealDiv#clip_grads/clip_by_norm_275/Const_1%clip_grads/clip_by_norm_275/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_275/MinimumMinimum!clip_grads/clip_by_norm_275/Rsqrt#clip_grads/clip_by_norm_275/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_275/mul_2Mul!clip_grads/clip_by_norm_275/mul_1#clip_grads/clip_by_norm_275/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_275Identity!clip_grads/clip_by_norm_275/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_276/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_276/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_276/SumSumclip_grads/clip_by_norm_276/mul!clip_grads/clip_by_norm_276/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_276/RsqrtRsqrtclip_grads/clip_by_norm_276/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_276/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_276/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_276/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_276/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_276/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_276/truedivRealDiv#clip_grads/clip_by_norm_276/Const_1%clip_grads/clip_by_norm_276/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_276/MinimumMinimum!clip_grads/clip_by_norm_276/Rsqrt#clip_grads/clip_by_norm_276/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_276/mul_2Mul!clip_grads/clip_by_norm_276/mul_1#clip_grads/clip_by_norm_276/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_276Identity!clip_grads/clip_by_norm_276/mul_2"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_277/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_277/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_277/SumSumclip_grads/clip_by_norm_277/mul!clip_grads/clip_by_norm_277/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_277/RsqrtRsqrtclip_grads/clip_by_norm_277/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_277/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_277/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_277/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_277/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_277/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_277/truedivRealDiv#clip_grads/clip_by_norm_277/Const_1%clip_grads/clip_by_norm_277/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_277/MinimumMinimum!clip_grads/clip_by_norm_277/Rsqrt#clip_grads/clip_by_norm_277/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_277/mul_2Mul!clip_grads/clip_by_norm_277/mul_1#clip_grads/clip_by_norm_277/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_277Identity!clip_grads/clip_by_norm_277/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_278/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_278/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_278/SumSumclip_grads/clip_by_norm_278/mul!clip_grads/clip_by_norm_278/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_278/RsqrtRsqrtclip_grads/clip_by_norm_278/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_278/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_278/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_278/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_278/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_278/truediv/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  #clip_grads/clip_by_norm_278/truedivRealDiv#clip_grads/clip_by_norm_278/Const_1%clip_grads/clip_by_norm_278/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_278/MinimumMinimum!clip_grads/clip_by_norm_278/Rsqrt#clip_grads/clip_by_norm_278/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_278/mul_2Mul!clip_grads/clip_by_norm_278/mul_1#clip_grads/clip_by_norm_278/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_278Identity!clip_grads/clip_by_norm_278/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_279/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_279/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_279/SumSumclip_grads/clip_by_norm_279/mul!clip_grads/clip_by_norm_279/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_279/RsqrtRsqrtclip_grads/clip_by_norm_279/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_279/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_279/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_279/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_279/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_279/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_279/truedivRealDiv#clip_grads/clip_by_norm_279/Const_1%clip_grads/clip_by_norm_279/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_279/MinimumMinimum!clip_grads/clip_by_norm_279/Rsqrt#clip_grads/clip_by_norm_279/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_279/mul_2Mul!clip_grads/clip_by_norm_279/mul_1#clip_grads/clip_by_norm_279/Minimum"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_279Identity!clip_grads/clip_by_norm_279/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_280/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_280/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_280/SumSumclip_grads/clip_by_norm_280/mul!clip_grads/clip_by_norm_280/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_280/RsqrtRsqrtclip_grads/clip_by_norm_280/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_280/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_280/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_280/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_280/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_280/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_280/truedivRealDiv#clip_grads/clip_by_norm_280/Const_1%clip_grads/clip_by_norm_280/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_280/MinimumMinimum!clip_grads/clip_by_norm_280/Rsqrt#clip_grads/clip_by_norm_280/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_280/mul_2Mul!clip_grads/clip_by_norm_280/mul_1#clip_grads/clip_by_norm_280/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_280Identity!clip_grads/clip_by_norm_280/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_281/mulMulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_281/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_281/SumSumclip_grads/clip_by_norm_281/mul!clip_grads/clip_by_norm_281/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_281/RsqrtRsqrtclip_grads/clip_by_norm_281/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_281/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_281/mul_1Mulgradients/FirstStageFeatureExtractor/resnet_v1_101/resnet_v1_101/block3/unit_23/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_281/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_281/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_281/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_281/truedivRealDiv#clip_grads/clip_by_norm_281/Const_1%clip_grads/clip_by_norm_281/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_281/MinimumMinimum!clip_grads/clip_by_norm_281/Rsqrt#clip_grads/clip_by_norm_281/truediv"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_281/mul_2Mul!clip_grads/clip_by_norm_281/mul_1#clip_grads/clip_by_norm_281/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_281Identity!clip_grads/clip_by_norm_281/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_282/mulMul:gradients/Conv/convolution_grad/tuple/control_dependency_1:gradients/Conv/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_282/ConstConst"/job:worker/device:CPU:0* _output_shapes :*% valueB"* dtype0  clip_grads/clip_by_norm_282/SumSumclip_grads/clip_by_norm_282/mul!clip_grads/clip_by_norm_282/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_282/RsqrtRsqrtclip_grads/clip_by_norm_282/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_282/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  !clip_grads/clip_by_norm_282/mul_1Mul:gradients/Conv/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_282/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  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_output_shapes :* T0  clip_grads/clip_by_norm_286Identity!clip_grads/clip_by_norm_286/mul_2"/job:worker/device:CPU:0*' _output_shapes :* T0  clip_grads/clip_by_norm_287/mulMulWgradients/FirstStageBoxPredictor/ClassPredictor/BiasAdd_grad/tuple/control_dependency_1Wgradients/FirstStageBoxPredictor/ClassPredictor/BiasAdd_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_287/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_287/SumSumclip_grads/clip_by_norm_287/mul!clip_grads/clip_by_norm_287/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_287/RsqrtRsqrtclip_grads/clip_by_norm_287/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_287/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  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clip_grads/clip_by_norm_291Identity!clip_grads/clip_by_norm_291/mul_2"/job:worker/device:CPU:0*( _output_shapes :* T0  clip_grads/clip_by_norm_292/mulMulgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_292/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_292/SumSumclip_grads/clip_by_norm_292/mul!clip_grads/clip_by_norm_292/Const"/job:worker/device:CPU:0* T0* Tidx0* keep_dims(* _output_shapes :  !clip_grads/clip_by_norm_292/RsqrtRsqrtclip_grads/clip_by_norm_292/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_292/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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clip_grads/clip_by_norm_292Identity!clip_grads/clip_by_norm_292/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_293/mulMulgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* T0* _output_shapes :  !clip_grads/clip_by_norm_293/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_293/SumSumclip_grads/clip_by_norm_293/mul!clip_grads/clip_by_norm_293/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_293/RsqrtRsqrtclip_grads/clip_by_norm_293/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_293/mul_1/yConst"/job:worker/device:CPU:0* _output_shapes :* value B * A* dtype0  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clip_grads/clip_by_norm_293Identity!clip_grads/clip_by_norm_293/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_294/mulMulgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_294/ConstConst"/job:worker/device:CPU:0*% valueB"* dtype0* _output_shapes :  clip_grads/clip_by_norm_294/SumSumclip_grads/clip_by_norm_294/mul!clip_grads/clip_by_norm_294/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_294/RsqrtRsqrtclip_grads/clip_by_norm_294/Sum"/job:worker/device:CPU:0* T0*& _output_shapes :  #clip_grads/clip_by_norm_294/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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!clip_grads/clip_by_norm_296/mul_1Mulgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_296/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_296/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_296/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_296/truedivRealDiv#clip_grads/clip_by_norm_296/Const_1%clip_grads/clip_by_norm_296/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_296/MinimumMinimum!clip_grads/clip_by_norm_296/Rsqrt#clip_grads/clip_by_norm_296/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_296/mul_2Mul!clip_grads/clip_by_norm_296/mul_1#clip_grads/clip_by_norm_296/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  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clip_grads/clip_by_norm_299Identity!clip_grads/clip_by_norm_299/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_300/mulMulgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1"/job:worker/device:CPU:0*( _output_shapes :* T0  !clip_grads/clip_by_norm_300/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :*% valueB"  clip_grads/clip_by_norm_300/SumSumclip_grads/clip_by_norm_300/mul!clip_grads/clip_by_norm_300/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(*& _output_shapes :* T0  !clip_grads/clip_by_norm_300/RsqrtRsqrtclip_grads/clip_by_norm_300/Sum"/job:worker/device:CPU:0*& _output_shapes :* T0  #clip_grads/clip_by_norm_300/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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!clip_grads/clip_by_norm_308/mul_1Mulgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_2/bottleneck_v1/conv3/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_308/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_308/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_308/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_308/truedivRealDiv#clip_grads/clip_by_norm_308/Const_1%clip_grads/clip_by_norm_308/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_308/MinimumMinimum!clip_grads/clip_by_norm_308/Rsqrt#clip_grads/clip_by_norm_308/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_308/mul_2Mul!clip_grads/clip_by_norm_308/mul_1#clip_grads/clip_by_norm_308/Minimum"/job:worker/device:CPU:0* T0* _output_shapes :  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!clip_grads/clip_by_norm_309/mul_1Mulgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/convolution_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_309/mul_1/y"/job:worker/device:CPU:0*( _output_shapes :* T0  #clip_grads/clip_by_norm_309/Const_1Const"/job:worker/device:CPU:0* _output_shapes :* value B *?* dtype0  %clip_grads/clip_by_norm_309/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_309/truedivRealDiv#clip_grads/clip_by_norm_309/Const_1%clip_grads/clip_by_norm_309/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_309/MinimumMinimum!clip_grads/clip_by_norm_309/Rsqrt#clip_grads/clip_by_norm_309/truediv"/job:worker/device:CPU:0*& _output_shapes :* T0  !clip_grads/clip_by_norm_309/mul_2Mul!clip_grads/clip_by_norm_309/mul_1#clip_grads/clip_by_norm_309/Minimum"/job:worker/device:CPU:0* T0*( _output_shapes :  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!clip_grads/clip_by_norm_310/mul_1Mulgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/sub_grad/tuple/control_dependency#clip_grads/clip_by_norm_310/mul_1/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_310/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_310/truediv/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  #clip_grads/clip_by_norm_310/truedivRealDiv#clip_grads/clip_by_norm_310/Const_1%clip_grads/clip_by_norm_310/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_310/MinimumMinimum!clip_grads/clip_by_norm_310/Rsqrt#clip_grads/clip_by_norm_310/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_310/mul_2Mul!clip_grads/clip_by_norm_310/mul_1#clip_grads/clip_by_norm_310/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_310Identity!clip_grads/clip_by_norm_310/mul_2"/job:worker/device:CPU:0* T0* _output_shapes :  clip_grads/clip_by_norm_311/mulMulgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_311/ConstConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B :  clip_grads/clip_by_norm_311/SumSumclip_grads/clip_by_norm_311/mul!clip_grads/clip_by_norm_311/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_311/RsqrtRsqrtclip_grads/clip_by_norm_311/Sum"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_311/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  !clip_grads/clip_by_norm_311/mul_1Mulgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv1/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_311/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_311/Const_1Const"/job:worker/device:CPU:0* value B *?* dtype0* _output_shapes :  %clip_grads/clip_by_norm_311/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_311/truedivRealDiv#clip_grads/clip_by_norm_311/Const_1%clip_grads/clip_by_norm_311/truediv/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_311/MinimumMinimum!clip_grads/clip_by_norm_311/Rsqrt#clip_grads/clip_by_norm_311/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_311/mul_2Mul!clip_grads/clip_by_norm_311/mul_1#clip_grads/clip_by_norm_311/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  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clip_grads/clip_by_norm_312Identity!clip_grads/clip_by_norm_312/mul_2"/job:worker/device:CPU:0* T0*( _output_shapes :  clip_grads/clip_by_norm_313/mulMulgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependencygradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/sub_grad/tuple/control_dependency"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_313/ConstConst"/job:worker/device:CPU:0* _output_shapes :* value B :* dtype0  clip_grads/clip_by_norm_313/SumSumclip_grads/clip_by_norm_313/mul!clip_grads/clip_by_norm_313/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_313/RsqrtRsqrtclip_grads/clip_by_norm_313/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_313/mul_1/yConst"/job:worker/device:CPU:0* value B * A* dtype0* _output_shapes :  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clip_grads/clip_by_norm_313Identity!clip_grads/clip_by_norm_313/mul_2"/job:worker/device:CPU:0* _output_shapes :* T0  clip_grads/clip_by_norm_314/mulMulgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1gradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_314/ConstConst"/job:worker/device:CPU:0* value B :* dtype0* _output_shapes :  clip_grads/clip_by_norm_314/SumSumclip_grads/clip_by_norm_314/mul!clip_grads/clip_by_norm_314/Const"/job:worker/device:CPU:0* Tidx0* keep_dims(* _output_shapes :* T0  !clip_grads/clip_by_norm_314/RsqrtRsqrtclip_grads/clip_by_norm_314/Sum"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_314/mul_1/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  !clip_grads/clip_by_norm_314/mul_1Mulgradients/SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/batchnorm/mul_grad/tuple/control_dependency_1#clip_grads/clip_by_norm_314/mul_1/y"/job:worker/device:CPU:0* _output_shapes :* T0  #clip_grads/clip_by_norm_314/Const_1Const"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B *?  %clip_grads/clip_by_norm_314/truediv/yConst"/job:worker/device:CPU:0* dtype0* _output_shapes :* value B * A  #clip_grads/clip_by_norm_314/truedivRealDiv#clip_grads/clip_by_norm_314/Const_1%clip_grads/clip_by_norm_314/truediv/y"/job:worker/device:CPU:0* T0* _output_shapes :  #clip_grads/clip_by_norm_314/MinimumMinimum!clip_grads/clip_by_norm_314/Rsqrt#clip_grads/clip_by_norm_314/truediv"/job:worker/device:CPU:0* _output_shapes :* T0  !clip_grads/clip_by_norm_314/mul_2Mul!clip_grads/clip_by_norm_314/mul_1#clip_grads/clip_by_norm_314/Minimum"/job:worker/device:CPU:0* _output_shapes :* T0  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_output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/weights[FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_6Momentum/momentum"/job:ps/task:10/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/weights* use_locking(*& _output_shapes :@@* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_7Momentum/momentum"/job:ps/task:0/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :@* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_8Momentum/momentum"/job:ps/task:1/device:CPU:0* _output_shapes :@* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/weights[FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_9Momentum/momentum"/job:ps/task:4/device:CPU:0* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/weights* use_locking(*& _output_shapes :@@* use_nesterov(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_10Momentum/momentum"/job:ps/task:5/device:CPU:0* T0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :@* use_nesterov(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_11Momentum/momentum"/job:ps/task:6/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :@* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/weights[FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_12Momentum/momentum"/job:ps/task:9/device:CPU:0* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/weights* use_locking(*' _output_shapes :@* use_nesterov(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_13Momentum/momentum"/job:ps/task:10/device:CPU:0* T0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_14Momentum/momentum"/job:ps/task:0/device:CPU:0* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_1/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/weights[FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_15Momentum/momentum"/job:ps/task:3/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/weights* use_locking(*' _output_shapes :@* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_16Momentum/momentum"/job:ps/task:4/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :@* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_17Momentum/momentum"/job:ps/task:5/device:CPU:0* _output_shapes :@* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/weights[FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_18Momentum/momentum"/job:ps/task:8/device:CPU:0* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/weights* use_locking(*& _output_shapes :@@* use_nesterov(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_19Momentum/momentum"/job:ps/task:9/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :@* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_20Momentum/momentum"/job:ps/task:10/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :@* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/weights[FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_21Momentum/momentum"/job:ps/task:2/device:CPU:0*' _output_shapes :@* use_nesterov(* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/weights* use_locking(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_22Momentum/momentum"/job:ps/task:3/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_23Momentum/momentum"/job:ps/task:4/device:CPU:0* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_2/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/weights[FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_24Momentum/momentum"/job:ps/task:7/device:CPU:0* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/weights* use_locking(*' _output_shapes :@* use_nesterov(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_25Momentum/momentum"/job:ps/task:8/device:CPU:0* _output_shapes :@* use_nesterov(* T0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/beta* use_locking(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_26Momentum/momentum"/job:ps/task:9/device:CPU:0* _output_shapes :@* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/weights[FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_27Momentum/momentum"/job:ps/task:1/device:CPU:0*& _output_shapes :@@* use_nesterov(* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/weights* use_locking(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_28Momentum/momentum"/job:ps/task:2/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :@* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_29Momentum/momentum"/job:ps/task:3/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :@* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/weights[FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_30Momentum/momentum"/job:ps/task:6/device:CPU:0*' _output_shapes :@* use_nesterov(* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/weights* use_locking(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_31Momentum/momentum"/job:ps/task:7/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_32Momentum/momentum"/job:ps/task:8/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  sMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/weights/ApplyMomentum ApplyMomentumUFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/weights^FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/weights/Momentum Reshape_26clip_grads/clip_by_norm_33Momentum/momentum"/job:ps/task:0/device:CPU:0*h _class^ \Zloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  zMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/ApplyMomentum ApplyMomentum\FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/betaeFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_34Momentum/momentum"/job:ps/task:1/device:CPU:0* T0*o _classe caloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(  {Momentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma/ApplyMomentum ApplyMomentum]FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/gammafFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_35Momentum/momentum"/job:ps/task:2/device:CPU:0* T0*p _classf dbloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/weights[FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_36Momentum/momentum"/job:ps/task:5/device:CPU:0* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* use_nesterov(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_37Momentum/momentum"/job:ps/task:6/device:CPU:0* _output_shapes :* use_nesterov(* T0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/beta* use_locking(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_38Momentum/momentum"/job:ps/task:7/device:CPU:0* _output_shapes :* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/weights[FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_39Momentum/momentum"/job:ps/task:10/device:CPU:0* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* use_nesterov(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_40Momentum/momentum"/job:ps/task:0/device:CPU:0* _output_shapes :* use_nesterov(* T0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/beta* use_locking(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_41Momentum/momentum"/job:ps/task:1/device:CPU:0* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/weights[FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_42Momentum/momentum"/job:ps/task:4/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_43Momentum/momentum"/job:ps/task:5/device:CPU:0* _output_shapes :* use_nesterov(* T0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/beta* use_locking(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_44Momentum/momentum"/job:ps/task:6/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/weights[FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_45Momentum/momentum"/job:ps/task:9/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_46Momentum/momentum"/job:ps/task:10/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_47Momentum/momentum"/job:ps/task:0/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/weights[FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_48Momentum/momentum"/job:ps/task:3/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_49Momentum/momentum"/job:ps/task:4/device:CPU:0* T0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_50Momentum/momentum"/job:ps/task:5/device:CPU:0* _output_shapes :* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/weights[FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_51Momentum/momentum"/job:ps/task:8/device:CPU:0* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_52Momentum/momentum"/job:ps/task:9/device:CPU:0* _output_shapes :* use_nesterov(* T0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/beta* use_locking(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_53Momentum/momentum"/job:ps/task:10/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_2/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/weights[FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_54Momentum/momentum"/job:ps/task:2/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_55Momentum/momentum"/job:ps/task:3/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_56Momentum/momentum"/job:ps/task:4/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/weights[FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_57Momentum/momentum"/job:ps/task:7/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_58Momentum/momentum"/job:ps/task:8/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_59Momentum/momentum"/job:ps/task:9/device:CPU:0* _output_shapes :* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/weights[FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_60Momentum/momentum"/job:ps/task:1/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_61Momentum/momentum"/job:ps/task:2/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_62Momentum/momentum"/job:ps/task:3/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_3/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/weights[FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_63Momentum/momentum"/job:ps/task:6/device:CPU:0*( _output_shapes :* use_nesterov(* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/weights* use_locking(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_64Momentum/momentum"/job:ps/task:7/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_65Momentum/momentum"/job:ps/task:8/device:CPU:0* _output_shapes :* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/weights[FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_66Momentum/momentum"/job:ps/task:0/device:CPU:0*( _output_shapes :* use_nesterov(* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/weights* use_locking(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_67Momentum/momentum"/job:ps/task:1/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_68Momentum/momentum"/job:ps/task:2/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/weights[FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_69Momentum/momentum"/job:ps/task:5/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_70Momentum/momentum"/job:ps/task:6/device:CPU:0* T0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_71Momentum/momentum"/job:ps/task:7/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_4/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  sMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/weights/ApplyMomentum ApplyMomentumUFirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/weights^FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/weights/Momentum Reshape_26clip_grads/clip_by_norm_72Momentum/momentum"/job:ps/task:10/device:CPU:0* T0*h _class^ \Zloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/weights* use_locking(*( _output_shapes :* use_nesterov(  zMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/ApplyMomentum ApplyMomentum\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/betaeFirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_73Momentum/momentum"/job:ps/task:0/device:CPU:0*o _classe caloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  {Momentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma/ApplyMomentum ApplyMomentum]FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/gammafFirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_74Momentum/momentum"/job:ps/task:1/device:CPU:0*p _classf dbloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_75Momentum/momentum"/job:ps/task:4/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum 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use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_78Momentum/momentum"/job:ps/task:9/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_79Momentum/momentum"/job:ps/task:10/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_80Momentum/momentum"/job:ps/task:0/device:CPU:0* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_81Momentum/momentum"/job:ps/task:3/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_82Momentum/momentum"/job:ps/task:4/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_1/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  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_class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/weights* use_locking(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_85Momentum/momentum"/job:ps/task:9/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum 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a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_90Momentum/momentum"/job:ps/task:7/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_91Momentum/momentum"/job:ps/task:8/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_92Momentum/momentum"/job:ps/task:9/device:CPU:0* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_2/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_93Momentum/momentum"/job:ps/task:1/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_94Momentum/momentum"/job:ps/task:2/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_95Momentum/momentum"/job:ps/task:3/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_96Momentum/momentum"/job:ps/task:6/device:CPU:0*( _output_shapes :* use_nesterov(* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/weights* use_locking(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_97Momentum/momentum"/job:ps/task:7/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_98Momentum/momentum"/job:ps/task:8/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_99Momentum/momentum"/job:ps/task:0/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_100Momentum/momentum"/job:ps/task:1/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_101Momentum/momentum"/job:ps/task:2/device:CPU:0* _output_shapes :* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_3/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_102Momentum/momentum"/job:ps/task:5/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_103Momentum/momentum"/job:ps/task:6/device:CPU:0* _output_shapes :* use_nesterov(* T0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/beta* use_locking(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_104Momentum/momentum"/job:ps/task:7/device:CPU:0* _output_shapes :* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_105Momentum/momentum"/job:ps/task:10/device:CPU:0* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* use_nesterov(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_106Momentum/momentum"/job:ps/task:0/device:CPU:0* _output_shapes :* use_nesterov(* T0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/beta* use_locking(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_107Momentum/momentum"/job:ps/task:1/device:CPU:0* _output_shapes :* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_108Momentum/momentum"/job:ps/task:4/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_109Momentum/momentum"/job:ps/task:5/device:CPU:0* _output_shapes :* use_nesterov(* T0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/beta* use_locking(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_110Momentum/momentum"/job:ps/task:6/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_4/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_111Momentum/momentum"/job:ps/task:9/device:CPU:0*( _output_shapes :* use_nesterov(* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/weights* use_locking(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_112Momentum/momentum"/job:ps/task:10/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_113Momentum/momentum"/job:ps/task:0/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_114Momentum/momentum"/job:ps/task:3/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_115Momentum/momentum"/job:ps/task:4/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_116Momentum/momentum"/job:ps/task:5/device:CPU:0* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_117Momentum/momentum"/job:ps/task:8/device:CPU:0*( _output_shapes :* use_nesterov(* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/weights* use_locking(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_118Momentum/momentum"/job:ps/task:9/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_119Momentum/momentum"/job:ps/task:10/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_120Momentum/momentum"/job:ps/task:2/device:CPU:0*( _output_shapes :* use_nesterov(* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/weights* use_locking(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_121Momentum/momentum"/job:ps/task:3/device:CPU:0* _output_shapes :* use_nesterov(* T0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/beta* use_locking(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_122Momentum/momentum"/job:ps/task:4/device:CPU:0* _output_shapes :* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_123Momentum/momentum"/job:ps/task:7/device:CPU:0*( _output_shapes :* use_nesterov(* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/weights* use_locking(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_124Momentum/momentum"/job:ps/task:8/device:CPU:0* T0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_125Momentum/momentum"/job:ps/task:9/device:CPU:0* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_126Momentum/momentum"/job:ps/task:1/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_127Momentum/momentum"/job:ps/task:2/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_128Momentum/momentum"/job:ps/task:3/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_129Momentum/momentum"/job:ps/task:6/device:CPU:0* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* use_nesterov(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_130Momentum/momentum"/job:ps/task:7/device:CPU:0* T0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_131Momentum/momentum"/job:ps/task:8/device:CPU:0* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_132Momentum/momentum"/job:ps/task:0/device:CPU:0* T0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* use_nesterov(  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_133Momentum/momentum"/job:ps/task:1/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_134Momentum/momentum"/job:ps/task:2/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_135Momentum/momentum"/job:ps/task:5/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_136Momentum/momentum"/job:ps/task:6/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_7/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  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use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumRFirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/weights[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_147Momentum/momentum"/job:ps/task:3/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  wMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumYFirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/betabFirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_148Momentum/momentum"/job:ps/task:4/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/gammacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_149Momentum/momentum"/job:ps/task:5/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  pMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_9/bottleneck_v1/conv2/weights/ApplyMomentum 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b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_159Momentum/momentum"/job:ps/task:1/device:CPU:0* T0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* use_nesterov(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum 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:* use_nesterov(* T0  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_162Momentum/momentum"/job:ps/task:6/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_10/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_163Momentum/momentum"/job:ps/task:7/device:CPU:0* _output_shapes :* 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ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_169Momentum/momentum"/job:ps/task:6/device:CPU:0* _output_shapes :* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/beta* use_locking(  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum 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b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_11/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_174Momentum/momentum"/job:ps/task:4/device:CPU:0*( _output_shapes :* use_nesterov(* T0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/weights* use_locking(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum 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a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_179Momentum/momentum"/job:ps/task:0/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_12/bottleneck_v1/conv3/weights/ApplyMomentum 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ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_184Momentum/momentum"/job:ps/task:9/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_185Momentum/momentum"/job:ps/task:10/device:CPU:0* _output_shapes :* use_nesterov(* T0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_186Momentum/momentum"/job:ps/task:2/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  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b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_189Momentum/momentum"/job:ps/task:7/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_13/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum 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a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_194Momentum/momentum"/job:ps/task:3/device:CPU:0* _output_shapes :* use_nesterov(* T0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_195Momentum/momentum"/job:ps/task:6/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_196Momentum/momentum"/job:ps/task:7/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_197Momentum/momentum"/job:ps/task:8/device:CPU:0* T0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_198Momentum/momentum"/job:ps/task:0/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_199Momentum/momentum"/job:ps/task:1/device:CPU:0* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_200Momentum/momentum"/job:ps/task:2/device:CPU:0* T0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_14/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_201Momentum/momentum"/job:ps/task:5/device:CPU:0*( _output_shapes :* use_nesterov(* T0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/weights* use_locking(  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:* use_nesterov(* T0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_204Momentum/momentum"/job:ps/task:10/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum 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_output_shapes :* use_nesterov(  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_207Momentum/momentum"/job:ps/task:4/device:CPU:0* T0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_208Momentum/momentum"/job:ps/task:5/device:CPU:0* _output_shapes :* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/beta* use_locking(  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_209Momentum/momentum"/job:ps/task:6/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_15/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv1/weights/ApplyMomentum 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T0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/weights* use_locking(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_214Momentum/momentum"/job:ps/task:4/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_215Momentum/momentum"/job:ps/task:5/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_216Momentum/momentum"/job:ps/task:8/device:CPU:0* T0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(  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:* use_nesterov(* T0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_16/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_219Momentum/momentum"/job:ps/task:2/device:CPU:0*( _output_shapes :* use_nesterov(* T0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/weights* use_locking(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_220Momentum/momentum"/job:ps/task:3/device:CPU:0* _output_shapes :* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/beta* use_locking(  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_221Momentum/momentum"/job:ps/task:4/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_222Momentum/momentum"/job:ps/task:7/device:CPU:0*( _output_shapes :* use_nesterov(* T0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/weights* use_locking(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_223Momentum/momentum"/job:ps/task:8/device:CPU:0* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_224Momentum/momentum"/job:ps/task:9/device:CPU:0* _output_shapes :* use_nesterov(* T0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_225Momentum/momentum"/job:ps/task:1/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_226Momentum/momentum"/job:ps/task:2/device:CPU:0* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_227Momentum/momentum"/job:ps/task:3/device:CPU:0* T0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_17/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_228Momentum/momentum"/job:ps/task:6/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_229Momentum/momentum"/job:ps/task:7/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_230Momentum/momentum"/job:ps/task:8/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_231Momentum/momentum"/job:ps/task:0/device:CPU:0* T0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* use_nesterov(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_232Momentum/momentum"/job:ps/task:1/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_233Momentum/momentum"/job:ps/task:2/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_234Momentum/momentum"/job:ps/task:5/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_235Momentum/momentum"/job:ps/task:6/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_236Momentum/momentum"/job:ps/task:7/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_18/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_237Momentum/momentum"/job:ps/task:10/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_238Momentum/momentum"/job:ps/task:0/device:CPU:0* _output_shapes :* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/beta* use_locking(  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_239Momentum/momentum"/job:ps/task:1/device:CPU:0* _output_shapes :* use_nesterov(* T0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_240Momentum/momentum"/job:ps/task:4/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_241Momentum/momentum"/job:ps/task:5/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_242Momentum/momentum"/job:ps/task:6/device:CPU:0* _output_shapes :* use_nesterov(* T0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_243Momentum/momentum"/job:ps/task:9/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_244Momentum/momentum"/job:ps/task:10/device:CPU:0* _output_shapes :* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/beta* use_locking(  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_245Momentum/momentum"/job:ps/task:0/device:CPU:0* T0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_19/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_246Momentum/momentum"/job:ps/task:3/device:CPU:0*( _output_shapes :* use_nesterov(* T0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/weights* use_locking(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_247Momentum/momentum"/job:ps/task:4/device:CPU:0* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_248Momentum/momentum"/job:ps/task:5/device:CPU:0* T0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_249Momentum/momentum"/job:ps/task:8/device:CPU:0* T0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* use_nesterov(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_250Momentum/momentum"/job:ps/task:9/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_251Momentum/momentum"/job:ps/task:10/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_252Momentum/momentum"/job:ps/task:2/device:CPU:0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :* use_nesterov(* T0  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_253Momentum/momentum"/job:ps/task:3/device:CPU:0* _output_shapes :* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/beta* use_locking(  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_254Momentum/momentum"/job:ps/task:4/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_20/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/weights/Momentum Reshape_26clip_grads/clip_by_norm_255Momentum/momentum"/job:ps/task:7/device:CPU:0*( _output_shapes :* use_nesterov(* T0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/weights* use_locking(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_256Momentum/momentum"/job:ps/task:8/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/beta* use_locking(* _output_shapes :* use_nesterov(* T0  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_257Momentum/momentum"/job:ps/task:9/device:CPU:0* _output_shapes :* use_nesterov(* T0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv1/BatchNorm/gamma* use_locking(  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/weights/Momentum Reshape_26clip_grads/clip_by_norm_258Momentum/momentum"/job:ps/task:1/device:CPU:0* T0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/weights* use_locking(*( _output_shapes :* use_nesterov(  xMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/beta/ApplyMomentum ApplyMomentumZFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/betacFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/beta/Momentum Reshape_26clip_grads/clip_by_norm_259Momentum/momentum"/job:ps/task:2/device:CPU:0* _output_shapes :* use_nesterov(* T0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/beta* use_locking(  yMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/gamma/ApplyMomentum ApplyMomentum[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/gammadFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/gamma/Momentum Reshape_26clip_grads/clip_by_norm_260Momentum/momentum"/job:ps/task:3/device:CPU:0*n _classd b`loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv2/BatchNorm/gamma* use_locking(* _output_shapes :* use_nesterov(* T0  qMomentum/update_FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/weights/ApplyMomentum ApplyMomentumSFirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/weights\FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/weights/Momentum Reshape_26clip_grads/clip_by_norm_261Momentum/momentum"/job:ps/task:6/device:CPU:0*( _output_shapes :* use_nesterov(* T0*f _class\ ZXloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_21/bottleneck_v1/conv3/weights* use_locking(  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validate_shape(*m _classc a_loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/beta* use_locking(  !save_1/RestoreV2_831/tensor_namesConst"/job:ps/task:9/device:CPU:0* dtype0* _output_shapes :*x valueoBmBcSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/beta/Momentum  %save_1/RestoreV2_831/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* _output_shapes :* value B B* dtype0  save_1/RestoreV2_831 RestoreV2 save_1/Const!save_1/RestoreV2_831/tensor_names%save_1/RestoreV2_831/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  save_1/Assign_831AssigncSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/beta/Momentumsave_1/RestoreV2_831"/job:ps/task:9/device:CPU:0* validate_shape(*m _classc a_loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv2/BatchNorm/beta* use_locking(* _output_shapes :* T0  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valueoBmBcSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/beta/Momentum  %save_1/RestoreV2_839/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* value B B* dtype0* _output_shapes :  save_1/RestoreV2_839 RestoreV2 save_1/Const!save_1/RestoreV2_839/tensor_names%save_1/RestoreV2_839/shape_and_slices"/job:ps/task:3/device:CPU:0* dtypes 2* _output_shapes :  save_1/Assign_839AssigncSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/beta/Momentumsave_1/RestoreV2_839"/job:ps/task:3/device:CPU:0* T0* validate_shape(*m _classc a_loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :  !save_1/RestoreV2_840/tensor_namesConst"/job:ps/task:4/device:CPU:0*p valuegBeB[SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/gamma* dtype0* _output_shapes :  %save_1/RestoreV2_840/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* _output_shapes :* value B B* dtype0  save_1/RestoreV2_840 RestoreV2 save_1/Const!save_1/RestoreV2_840/tensor_names%save_1/RestoreV2_840/shape_and_slices"/job:ps/task:4/device:CPU:0* dtypes 2* _output_shapes :  save_1/Assign_840Assign[SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/gammasave_1/RestoreV2_840"/job:ps/task:4/device:CPU:0* _output_shapes :* T0* validate_shape(*n _classd b`loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(  !save_1/RestoreV2_841/tensor_namesConst"/job:ps/task:4/device:CPU:0* dtype0* _output_shapes :*y valuepBnBdSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/Momentum  %save_1/RestoreV2_841/shape_and_slicesConst"/job:ps/task:4/device:CPU:0* value B B* dtype0* _output_shapes :  save_1/RestoreV2_841 RestoreV2 save_1/Const!save_1/RestoreV2_841/tensor_names%save_1/RestoreV2_841/shape_and_slices"/job:ps/task:4/device:CPU:0* _output_shapes :* dtypes 2  save_1/Assign_841AssigndSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/gamma/Momentumsave_1/RestoreV2_841"/job:ps/task:4/device:CPU:0* _output_shapes :* T0* validate_shape(*n _classd b`loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(  !save_1/RestoreV2_842/tensor_namesConst"/job:ps/task:5/device:CPU:0* _output_shapes :*v valuemBkBaSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0  %save_1/RestoreV2_842/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* _output_shapes :* value B B* dtype0  save_1/RestoreV2_842 RestoreV2 save_1/Const!save_1/RestoreV2_842/tensor_names%save_1/RestoreV2_842/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  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_class\ ZXloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :  !save_1/RestoreV2_845/tensor_namesConst"/job:ps/task:2/device:CPU:0*q valuehBfB\SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/weights/Momentum* dtype0* _output_shapes :  %save_1/RestoreV2_845/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* dtype0* _output_shapes :* value B B  save_1/RestoreV2_845 RestoreV2 save_1/Const!save_1/RestoreV2_845/tensor_names%save_1/RestoreV2_845/shape_and_slices"/job:ps/task:2/device:CPU:0* dtypes 2* _output_shapes :  save_1/Assign_845Assign\SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/weights/Momentumsave_1/RestoreV2_845"/job:ps/task:2/device:CPU:0*( _output_shapes :* T0* validate_shape(*f _class\ ZXloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/conv3/weights* use_locking(  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valuerBpBfSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/Momentum* dtype0* _output_shapes :  %save_1/RestoreV2_847/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* _output_shapes :* value B B* dtype0  save_1/RestoreV2_847 RestoreV2 save_1/Const!save_1/RestoreV2_847/tensor_names%save_1/RestoreV2_847/shape_and_slices"/job:ps/task:10/device:CPU:0* dtypes 2* _output_shapes :  save_1/Assign_847AssignfSecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/beta/Momentumsave_1/RestoreV2_847"/job:ps/task:10/device:CPU:0* validate_shape(*p _classf dbloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/beta* use_locking(* _output_shapes :* T0  !save_1/RestoreV2_848/tensor_namesConst"/job:ps/task:0/device:CPU:0*s valuejBhB^SecondStageFeatureExtractor/resnet_v1_101/block4/unit_1/bottleneck_v1/shortcut/BatchNorm/gamma* dtype0* _output_shapes :  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_output_shapes :* T0* validate_shape(*t _classj hfloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_mean* use_locking(  !save_1/RestoreV2_891/tensor_namesConst"/job:ps/task:9/device:CPU:0* _output_shapes :*z valueqBoBeSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance* dtype0  %save_1/RestoreV2_891/shape_and_slicesConst"/job:ps/task:9/device:CPU:0* value B B* dtype0* _output_shapes :  save_1/RestoreV2_891 RestoreV2 save_1/Const!save_1/RestoreV2_891/tensor_names%save_1/RestoreV2_891/shape_and_slices"/job:ps/task:9/device:CPU:0* _output_shapes :* dtypes 2  save_1/Assign_891AssigneSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variancesave_1/RestoreV2_891"/job:ps/task:9/device:CPU:0* T0* validate_shape(*x _classn ljloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/BatchNorm/moving_variance* use_locking(* _output_shapes :  !save_1/RestoreV2_892/tensor_namesConst"/job:ps/task:5/device:CPU:0*h value_B]BSSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/weights* dtype0* _output_shapes :  %save_1/RestoreV2_892/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* value B B* dtype0* _output_shapes :  save_1/RestoreV2_892 RestoreV2 save_1/Const!save_1/RestoreV2_892/tensor_names%save_1/RestoreV2_892/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  save_1/Assign_892AssignSSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/weightssave_1/RestoreV2_892"/job:ps/task:5/device:CPU:0*( _output_shapes :* T0* validate_shape(*f _class\ ZXloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/weights* use_locking(  !save_1/RestoreV2_893/tensor_namesConst"/job:ps/task:5/device:CPU:0*q valuehBfB\SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/weights/Momentum* dtype0* _output_shapes :  %save_1/RestoreV2_893/shape_and_slicesConst"/job:ps/task:5/device:CPU:0* value B B* dtype0* _output_shapes :  save_1/RestoreV2_893 RestoreV2 save_1/Const!save_1/RestoreV2_893/tensor_names%save_1/RestoreV2_893/shape_and_slices"/job:ps/task:5/device:CPU:0* dtypes 2* _output_shapes :  save_1/Assign_893Assign\SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/weights/Momentumsave_1/RestoreV2_893"/job:ps/task:5/device:CPU:0*( _output_shapes :* T0* validate_shape(*f _class\ ZXloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv2/weights* use_locking(  !save_1/RestoreV2_894/tensor_namesConst"/job:ps/task:0/device:CPU:0*o valuefBdBZSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/beta* dtype0* _output_shapes :  %save_1/RestoreV2_894/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* _output_shapes :* value B B* dtype0  save_1/RestoreV2_894 RestoreV2 save_1/Const!save_1/RestoreV2_894/tensor_names%save_1/RestoreV2_894/shape_and_slices"/job:ps/task:0/device:CPU:0* dtypes 2* _output_shapes :  save_1/Assign_894AssignZSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/betasave_1/RestoreV2_894"/job:ps/task:0/device:CPU:0* validate_shape(*m _classc a_loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* T0  !save_1/RestoreV2_895/tensor_namesConst"/job:ps/task:0/device:CPU:0*x valueoBmBcSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/beta/Momentum* dtype0* _output_shapes :  %save_1/RestoreV2_895/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* value B B* dtype0* _output_shapes :  save_1/RestoreV2_895 RestoreV2 save_1/Const!save_1/RestoreV2_895/tensor_names%save_1/RestoreV2_895/shape_and_slices"/job:ps/task:0/device:CPU:0* _output_shapes :* dtypes 2  save_1/Assign_895AssigncSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/beta/Momentumsave_1/RestoreV2_895"/job:ps/task:0/device:CPU:0* validate_shape(*m _classc a_loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/beta* use_locking(* _output_shapes :* T0  !save_1/RestoreV2_896/tensor_namesConst"/job:ps/task:1/device:CPU:0* _output_shapes :*p valuegBeB[SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/gamma* dtype0  %save_1/RestoreV2_896/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* value B B* dtype0* _output_shapes :  save_1/RestoreV2_896 RestoreV2 save_1/Const!save_1/RestoreV2_896/tensor_names%save_1/RestoreV2_896/shape_and_slices"/job:ps/task:1/device:CPU:0* dtypes 2* _output_shapes :  save_1/Assign_896Assign[SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/gammasave_1/RestoreV2_896"/job:ps/task:1/device:CPU:0*n _classd b`loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :* T0* validate_shape(  !save_1/RestoreV2_897/tensor_namesConst"/job:ps/task:1/device:CPU:0* dtype0* _output_shapes :*y valuepBnBdSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/Momentum  %save_1/RestoreV2_897/shape_and_slicesConst"/job:ps/task:1/device:CPU:0* _output_shapes :* value B B* dtype0  save_1/RestoreV2_897 RestoreV2 save_1/Const!save_1/RestoreV2_897/tensor_names%save_1/RestoreV2_897/shape_and_slices"/job:ps/task:1/device:CPU:0* dtypes 2* _output_shapes :  save_1/Assign_897AssigndSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/gamma/Momentumsave_1/RestoreV2_897"/job:ps/task:1/device:CPU:0* T0* validate_shape(*n _classd b`loc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/gamma* use_locking(* _output_shapes :  !save_1/RestoreV2_898/tensor_namesConst"/job:ps/task:2/device:CPU:0* _output_shapes :*v valuemBkBaSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean* dtype0  %save_1/RestoreV2_898/shape_and_slicesConst"/job:ps/task:2/device:CPU:0* value B B* dtype0* _output_shapes :  save_1/RestoreV2_898 RestoreV2 save_1/Const!save_1/RestoreV2_898/tensor_names%save_1/RestoreV2_898/shape_and_slices"/job:ps/task:2/device:CPU:0* _output_shapes :* dtypes 2  save_1/Assign_898AssignaSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_meansave_1/RestoreV2_898"/job:ps/task:2/device:CPU:0* _output_shapes :* T0* validate_shape(*t _classj hfloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_mean* use_locking(  !save_1/RestoreV2_899/tensor_namesConst"/job:ps/task:3/device:CPU:0* dtype0* _output_shapes :*z valueqBoBeSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance  %save_1/RestoreV2_899/shape_and_slicesConst"/job:ps/task:3/device:CPU:0* value B B* dtype0* _output_shapes :  save_1/RestoreV2_899 RestoreV2 save_1/Const!save_1/RestoreV2_899/tensor_names%save_1/RestoreV2_899/shape_and_slices"/job:ps/task:3/device:CPU:0* _output_shapes :* dtypes 2  save_1/Assign_899AssigneSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variancesave_1/RestoreV2_899"/job:ps/task:3/device:CPU:0*x _classn ljloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/BatchNorm/moving_variance* use_locking(* _output_shapes :* T0* validate_shape(  !save_1/RestoreV2_900/tensor_namesConst"/job:ps/task:10/device:CPU:0* dtype0* _output_shapes :*h value_B]BSSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/weights  %save_1/RestoreV2_900/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* value B B* dtype0* _output_shapes :  save_1/RestoreV2_900 RestoreV2 save_1/Const!save_1/RestoreV2_900/tensor_names%save_1/RestoreV2_900/shape_and_slices"/job:ps/task:10/device:CPU:0* dtypes 2* _output_shapes :  save_1/Assign_900AssignSSecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/weightssave_1/RestoreV2_900"/job:ps/task:10/device:CPU:0* T0* validate_shape(*f _class\ ZXloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :  !save_1/RestoreV2_901/tensor_namesConst"/job:ps/task:10/device:CPU:0*q valuehBfB\SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/weights/Momentum* dtype0* _output_shapes :  %save_1/RestoreV2_901/shape_and_slicesConst"/job:ps/task:10/device:CPU:0* dtype0* _output_shapes :* value B B  save_1/RestoreV2_901 RestoreV2 save_1/Const!save_1/RestoreV2_901/tensor_names%save_1/RestoreV2_901/shape_and_slices"/job:ps/task:10/device:CPU:0* dtypes 2* _output_shapes :  save_1/Assign_901Assign\SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/weights/Momentumsave_1/RestoreV2_901"/job:ps/task:10/device:CPU:0* T0* validate_shape(*f _class\ ZXloc:@SecondStageFeatureExtractor/resnet_v1_101/block4/unit_3/bottleneck_v1/conv3/weights* use_locking(*( _output_shapes :  !save_1/RestoreV2_902/tensor_namesConst"/job:ps/task:0/device:CPU:0* valueBB global_step* dtype0* _output_shapes :  %save_1/RestoreV2_902/shape_and_slicesConst"/job:ps/task:0/device:CPU:0* value B B* dtype0* _output_shapes :  save_1/RestoreV2_902 RestoreV2 save_1/Const!save_1/RestoreV2_902/tensor_names%save_1/RestoreV2_902/shape_and_slices"/job:ps/task:0/device:CPU:0* _output_shapes :* dtypes 2  save_1/Assign_902Assign global_stepsave_1/RestoreV2_902"/job:ps/device:CPU:0/task:0* _output_shapes :* T0 * validate_shape(* _class 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save_1/restore_all/NoOp_4NoOp^save_1/Assign_16^save_1/Assign_33^save_1/Assign_66^save_1/Assign_67^save_1/Assign_76^save_1/Assign_77^save_1/Assign_104^save_1/Assign_118^save_1/Assign_119^save_1/Assign_129^save_1/Assign_154^save_1/Assign_155^save_1/Assign_164^save_1/Assign_165^save_1/Assign_182^save_1/Assign_183^save_1/Assign_209^save_1/Assign_224^save_1/Assign_236^save_1/Assign_237^save_1/Assign_254^save_1/Assign_255^save_1/Assign_272^save_1/Assign_289^save_1/Assign_314^save_1/Assign_315^save_1/Assign_324^save_1/Assign_325^save_1/Assign_342^save_1/Assign_343^save_1/Assign_360^save_1/Assign_377^save_1/Assign_402^save_1/Assign_403^save_1/Assign_412^save_1/Assign_413^save_1/Assign_430^save_1/Assign_431^save_1/Assign_448^save_1/Assign_465^save_1/Assign_482^save_1/Assign_483^save_1/Assign_514^save_1/Assign_515^save_1/Assign_524^save_1/Assign_525^save_1/Assign_542^save_1/Assign_543^save_1/Assign_560^save_1/Assign_577^save_1/Assign_588^save_1/Assign_589^save_1/Assign_606^save_1/Assign_607^save_1/Assign_624^save_1/Assign_641^save_1/Assign_666^save_1/Assign_667^save_1/Assign_676^save_1/Assign_677^save_1/Assign_694^save_1/Assign_695^save_1/Assign_712^save_1/Assign_729^save_1/Assign_754^save_1/Assign_755^save_1/Assign_760^save_1/Assign_766^save_1/Assign_782^save_1/Assign_793^save_1/Assign_804^save_1/Assign_808^save_1/Assign_809^save_1/Assign_844^save_1/Assign_845^save_1/Assign_851^save_1/Assign_862^save_1/Assign_863^save_1/Assign_880^save_1/Assign_881^save_1/Assign_898"/job:ps/task:2/device:CPU:0 save_1/restore_all/NoOp_5NoOp^save_1/Assign_2^save_1/Assign_3^save_1/Assign_17^save_1/Assign_50^save_1/Assign_51^save_1/Assign_60^save_1/Assign_61^save_1/Assign_78^save_1/Assign_79^save_1/Assign_105^save_1/Assign_120^save_1/Assign_138^save_1/Assign_139^save_1/Assign_148^save_1/Assign_149^save_1/Assign_166^save_1/Assign_167^save_1/Assign_184^save_1/Assign_218^save_1/Assign_219^save_1/Assign_225^save_1/Assign_238^save_1/Assign_239^save_1/Assign_256^save_1/Assign_273^save_1/Assign_298^save_1/Assign_299^save_1/Assign_308^save_1/Assign_309^save_1/Assign_326^save_1/Assign_327^save_1/Assign_344^save_1/Assign_361^save_1/Assign_386^save_1/Assign_387^save_1/Assign_396^save_1/Assign_397^save_1/Assign_414^save_1/Assign_415^save_1/Assign_432^save_1/Assign_449^save_1/Assign_476^save_1/Assign_477^save_1/Assign_498^save_1/Assign_499^save_1/Assign_508^save_1/Assign_509^save_1/Assign_526^save_1/Assign_527^save_1/Assign_544^save_1/Assign_561^save_1/Assign_586^save_1/Assign_587^save_1/Assign_590^save_1/Assign_591^save_1/Assign_608^save_1/Assign_625^save_1/Assign_650^save_1/Assign_651^save_1/Assign_660^save_1/Assign_661^save_1/Assign_678^save_1/Assign_679^save_1/Assign_696^save_1/Assign_713^save_1/Assign_738^save_1/Assign_739^save_1/Assign_748^save_1/Assign_749^save_1/Assign_756^save_1/Assign_767^save_1/Assign_783^save_1/Assign_794^save_1/Assign_810^save_1/Assign_828^save_1/Assign_829^save_1/Assign_838^save_1/Assign_839^save_1/Assign_864^save_1/Assign_865^save_1/Assign_882^save_1/Assign_899"/job:ps/task:3/device:CPU:0 save_1/restore_all/NoOp_6NoOp^save_1/Assign^save_1/Assign_1^save_1/Assign_26^save_1/Assign_27^save_1/Assign_44^save_1/Assign_45^save_1/Assign_62^save_1/Assign_63^save_1/Assign_80^save_1/Assign_114^save_1/Assign_115^save_1/Assign_121^save_1/Assign_132^save_1/Assign_133^save_1/Assign_150^save_1/Assign_151^save_1/Assign_168^save_1/Assign_185^save_1/Assign_202^save_1/Assign_203^save_1/Assign_212^save_1/Assign_213^save_1/Assign_240^save_1/Assign_257^save_1/Assign_282^save_1/Assign_283^save_1/Assign_292^save_1/Assign_293^save_1/Assign_310^save_1/Assign_311^save_1/Assign_328^save_1/Assign_345^save_1/Assign_370^save_1/Assign_371^save_1/Assign_380^save_1/Assign_381^save_1/Assign_398^save_1/Assign_399^save_1/Assign_416^save_1/Assign_433^save_1/Assign_458^save_1/Assign_459^save_1/Assign_478^save_1/Assign_479^save_1/Assign_492^save_1/Assign_493^save_1/Assign_510^save_1/Assign_511^save_1/Assign_528^save_1/Assign_545^save_1/Assign_570^save_1/Assign_571^save_1/Assign_580^save_1/Assign_581^save_1/Assign_592^save_1/Assign_609^save_1/Assign_634^save_1/Assign_635^save_1/Assign_644^save_1/Assign_645^save_1/Assign_662^save_1/Assign_663^save_1/Assign_680^save_1/Assign_697^save_1/Assign_722^save_1/Assign_723^save_1/Assign_732^save_1/Assign_733^save_1/Assign_750^save_1/Assign_751^save_1/Assign_757^save_1/Assign_768^save_1/Assign_784^save_1/Assign_800^save_1/Assign_811^save_1/Assign_816^save_1/Assign_817^save_1/Assign_822^save_1/Assign_823^save_1/Assign_840^save_1/Assign_841^save_1/Assign_866^save_1/Assign_883"/job:ps/task:4/device:CPU:0 save_1/restore_all/NoOp_7NoOp^save_1/Assign_6^save_1/Assign_7^save_1/Assign_20^save_1/Assign_21^save_1/Assign_42^save_1/Assign_43^save_1/Assign_46^save_1/Assign_47^save_1/Assign_64^save_1/Assign_81^save_1/Assign_98^save_1/Assign_99^save_1/Assign_108^save_1/Assign_109^save_1/Assign_134^save_1/Assign_135^save_1/Assign_152^save_1/Assign_169^save_1/Assign_194^save_1/Assign_195^save_1/Assign_196^save_1/Assign_197^save_1/Assign_214^save_1/Assign_215^save_1/Assign_241^save_1/Assign_266^save_1/Assign_267^save_1/Assign_276^save_1/Assign_277^save_1/Assign_294^save_1/Assign_295^save_1/Assign_312^save_1/Assign_329^save_1/Assign_354^save_1/Assign_355^save_1/Assign_364^save_1/Assign_365^save_1/Assign_382^save_1/Assign_383^save_1/Assign_400^save_1/Assign_417^save_1/Assign_442^save_1/Assign_443^save_1/Assign_452^save_1/Assign_453^save_1/Assign_480^save_1/Assign_494^save_1/Assign_495^save_1/Assign_512^save_1/Assign_529^save_1/Assign_554^save_1/Assign_555^save_1/Assign_564^save_1/Assign_565^save_1/Assign_582^save_1/Assign_583^save_1/Assign_593^save_1/Assign_618^save_1/Assign_619^save_1/Assign_628^save_1/Assign_629^save_1/Assign_646^save_1/Assign_647^save_1/Assign_664^save_1/Assign_681^save_1/Assign_706^save_1/Assign_707^save_1/Assign_716^save_1/Assign_717^save_1/Assign_734^save_1/Assign_735^save_1/Assign_752^save_1/Assign_758^save_1/Assign_769^save_1/Assign_790^save_1/Assign_796^save_1/Assign_814^save_1/Assign_815^save_1/Assign_824^save_1/Assign_825^save_1/Assign_842^save_1/Assign_867^save_1/Assign_892^save_1/Assign_893"/job:ps/task:5/device:CPU:0 save_1/restore_all/NoOp_8NoOp^save_1/Assign_4^save_1/Assign_5^save_1/Assign_22^save_1/Assign_23^save_1/Assign_36^save_1/Assign_37^save_1/Assign_48^save_1/Assign_65^save_1/Assign_90^save_1/Assign_91^save_1/Assign_92^save_1/Assign_93^save_1/Assign_110^save_1/Assign_111^save_1/Assign_136^save_1/Assign_153^save_1/Assign_178^save_1/Assign_179^save_1/Assign_188^save_1/Assign_189^save_1/Assign_198^save_1/Assign_199^save_1/Assign_216^save_1/Assign_250^save_1/Assign_251^save_1/Assign_260^save_1/Assign_261^save_1/Assign_278^save_1/Assign_279^save_1/Assign_296^save_1/Assign_313^save_1/Assign_338^save_1/Assign_339^save_1/Assign_348^save_1/Assign_349^save_1/Assign_366^save_1/Assign_367^save_1/Assign_384^save_1/Assign_401^save_1/Assign_426^save_1/Assign_427^save_1/Assign_436^save_1/Assign_437^save_1/Assign_454^save_1/Assign_455^save_1/Assign_481^save_1/Assign_496^save_1/Assign_513^save_1/Assign_538^save_1/Assign_539^save_1/Assign_548^save_1/Assign_549^save_1/Assign_566^save_1/Assign_567^save_1/Assign_584^save_1/Assign_602^save_1/Assign_603^save_1/Assign_612^save_1/Assign_613^save_1/Assign_630^save_1/Assign_631^save_1/Assign_648^save_1/Assign_665^save_1/Assign_690^save_1/Assign_691^save_1/Assign_700^save_1/Assign_701^save_1/Assign_718^save_1/Assign_719^save_1/Assign_736^save_1/Assign_753^save_1/Assign_759^save_1/Assign_780^save_1/Assign_786^save_1/Assign_797^save_1/Assign_820^save_1/Assign_821^save_1/Assign_826^save_1/Assign_843^save_1/Assign_876^save_1/Assign_877^save_1/Assign_886^save_1/Assign_887"/job:ps/task:6/device:CPU:0 save_1/restore_all/NoOp_9NoOp^save_1/Assign_10^save_1/Assign_11^save_1/Assign_24^save_1/Assign_38^save_1/Assign_39^save_1/Assign_49^save_1/Assign_74^save_1/Assign_75^save_1/Assign_84^save_1/Assign_85^save_1/Assign_94^save_1/Assign_95^save_1/Assign_112^save_1/Assign_137^save_1/Assign_162^save_1/Assign_163^save_1/Assign_172^save_1/Assign_173^save_1/Assign_190^save_1/Assign_191^save_1/Assign_200^save_1/Assign_217^save_1/Assign_234^save_1/Assign_235^save_1/Assign_244^save_1/Assign_245^save_1/Assign_262^save_1/Assign_263^save_1/Assign_280^save_1/Assign_297^save_1/Assign_322^save_1/Assign_323^save_1/Assign_332^save_1/Assign_333^save_1/Assign_350^save_1/Assign_351^save_1/Assign_368^save_1/Assign_385^save_1/Assign_410^save_1/Assign_411^save_1/Assign_420^save_1/Assign_421^save_1/Assign_438^save_1/Assign_439^save_1/Assign_456^save_1/Assign_490^save_1/Assign_491^save_1/Assign_497^save_1/Assign_522^save_1/Assign_523^save_1/Assign_532^save_1/Assign_533^save_1/Assign_550^save_1/Assign_551^save_1/Assign_568^save_1/Assign_585^save_1/Assign_596^save_1/Assign_597^save_1/Assign_614^save_1/Assign_615^save_1/Assign_632^save_1/Assign_649^save_1/Assign_674^save_1/Assign_675^save_1/Assign_684^save_1/Assign_685^save_1/Assign_702^save_1/Assign_703^save_1/Assign_720^save_1/Assign_737^save_1/Assign_765^save_1/Assign_776^save_1/Assign_787^save_1/Assign_798^save_1/Assign_818^save_1/Assign_819^save_1/Assign_827^save_1/Assign_860^save_1/Assign_861^save_1/Assign_870^save_1/Assign_871^save_1/Assign_888^save_1/Assign_889"/job:ps/task:7/device:CPU:0 save_1/restore_all/NoOp_10NoOp^save_1/Assign_8^save_1/Assign_9^save_1/Assign_25^save_1/Assign_40^save_1/Assign_58^save_1/Assign_59^save_1/Assign_68^save_1/Assign_69^save_1/Assign_86^save_1/Assign_87^save_1/Assign_96^save_1/Assign_113^save_1/Assign_146^save_1/Assign_147^save_1/Assign_156^save_1/Assign_157^save_1/Assign_174^save_1/Assign_175^save_1/Assign_192^save_1/Assign_201^save_1/Assign_228^save_1/Assign_229^save_1/Assign_246^save_1/Assign_247^save_1/Assign_264^save_1/Assign_281^save_1/Assign_306^save_1/Assign_307^save_1/Assign_316^save_1/Assign_317^save_1/Assign_334^save_1/Assign_335^save_1/Assign_352^save_1/Assign_369^save_1/Assign_394^save_1/Assign_395^save_1/Assign_404^save_1/Assign_405^save_1/Assign_422^save_1/Assign_423^save_1/Assign_440^save_1/Assign_457^save_1/Assign_474^save_1/Assign_475^save_1/Assign_484^save_1/Assign_485^save_1/Assign_506^save_1/Assign_507^save_1/Assign_516^save_1/Assign_517^save_1/Assign_534^save_1/Assign_535^save_1/Assign_552^save_1/Assign_569^save_1/Assign_598^save_1/Assign_599^save_1/Assign_616^save_1/Assign_633^save_1/Assign_658^save_1/Assign_659^save_1/Assign_668^save_1/Assign_669^save_1/Assign_686^save_1/Assign_687^save_1/Assign_704^save_1/Assign_721^save_1/Assign_746^save_1/Assign_747^save_1/Assign_761^save_1/Assign_775^save_1/Assign_777^save_1/Assign_788^save_1/Assign_799^save_1/Assign_836^save_1/Assign_837^save_1/Assign_854^save_1/Assign_855^save_1/Assign_872^save_1/Assign_873^save_1/Assign_890"/job:ps/task:8/device:CPU:0 save_1/restore_all/NoOp_11NoOp^save_1/Assign_34^save_1/Assign_35^save_1/Assign_41^save_1/Assign_52^save_1/Assign_53^save_1/Assign_70^save_1/Assign_71^save_1/Assign_88^save_1/Assign_97^save_1/Assign_130^save_1/Assign_131^save_1/Assign_140^save_1/Assign_141^save_1/Assign_158^save_1/Assign_159^save_1/Assign_176^save_1/Assign_193^save_1/Assign_210^save_1/Assign_211^save_1/Assign_230^save_1/Assign_231^save_1/Assign_248^save_1/Assign_265^save_1/Assign_290^save_1/Assign_291^save_1/Assign_300^save_1/Assign_301^save_1/Assign_318^save_1/Assign_319^save_1/Assign_336^save_1/Assign_353^save_1/Assign_378^save_1/Assign_379^save_1/Assign_388^save_1/Assign_389^save_1/Assign_406^save_1/Assign_407^save_1/Assign_424^save_1/Assign_441^save_1/Assign_466^save_1/Assign_467^save_1/Assign_468^save_1/Assign_469^save_1/Assign_486^save_1/Assign_487^save_1/Assign_500^save_1/Assign_501^save_1/Assign_518^save_1/Assign_519^save_1/Assign_536^save_1/Assign_553^save_1/Assign_578^save_1/Assign_579^save_1/Assign_600^save_1/Assign_617^save_1/Assign_642^save_1/Assign_643^save_1/Assign_652^save_1/Assign_653^save_1/Assign_670^save_1/Assign_671^save_1/Assign_688^save_1/Assign_705^save_1/Assign_730^save_1/Assign_731^save_1/Assign_740^save_1/Assign_741^save_1/Assign_762^save_1/Assign_771^save_1/Assign_778^save_1/Assign_789^save_1/Assign_805^save_1/Assign_830^save_1/Assign_831^save_1/Assign_852^save_1/Assign_853^save_1/Assign_856^save_1/Assign_857^save_1/Assign_874^save_1/Assign_891"/job:ps/task:9/device:CPU:0  save_1/restore_allNoOp^save_1/restore_all/NoOp^save_1/restore_all/NoOp_1^save_1/restore_all/NoOp_2^save_1/restore_all/NoOp_3^save_1/restore_all/NoOp_4^save_1/restore_all/NoOp_5^save_1/restore_all/NoOp_6^save_1/restore_all/NoOp_7^save_1/restore_all/NoOp_8^save_1/restore_all/NoOp_9^save_1/restore_all/NoOp_10^save_1/restore_all/NoOp_11 L init_ops/init/NoOpNoOp^global_step/Assign"/job:ps/task:0/device:CPU:0 C 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Ainit_ops/report_uninitialized_variables/IsVariableInitialized_605IsVariableInitialized[FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/weights/Momentum"/job:ps/task:7/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/weights* dtype0* _output_shapes :  Ainit_ops/report_uninitialized_variables/IsVariableInitialized_606IsVariableInitializedbFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/beta/Momentum"/job:ps/task:8/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/beta* dtype0* _output_shapes :  Ainit_ops/report_uninitialized_variables/IsVariableInitialized_607IsVariableInitializedcFirstStageFeatureExtractor/resnet_v1_101/block1/unit_3/bottleneck_v1/conv1/BatchNorm/gamma/Momentum"/job:ps/task:9/device:CPU:0*m _classc 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Ainit_ops/report_uninitialized_variables/IsVariableInitialized_620IsVariableInitialized[FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/weights/Momentum"/job:ps/task:10/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/weights* dtype0* _output_shapes :  Ainit_ops/report_uninitialized_variables/IsVariableInitialized_621IsVariableInitializedbFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/beta/Momentum"/job:ps/task:0/device:CPU:0*l _classb `^loc:@FirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/beta* dtype0* _output_shapes :  Ainit_ops/report_uninitialized_variables/IsVariableInitialized_622IsVariableInitializedcFirstStageFeatureExtractor/resnet_v1_101/block2/unit_1/bottleneck_v1/conv2/BatchNorm/gamma/Momentum"/job:ps/task:1/device:CPU:0* _output_shapes :*m _classc 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Ainit_ops/report_uninitialized_variables/IsVariableInitialized_700IsVariableInitializedcFirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/gamma/Momentum"/job:ps/task:10/device:CPU:0*m _classc a_loc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_5/bottleneck_v1/conv3/BatchNorm/gamma* dtype0* _output_shapes :  Ainit_ops/report_uninitialized_variables/IsVariableInitialized_701IsVariableInitialized[FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/weights/Momentum"/job:ps/task:2/device:CPU:0*e _class[ YWloc:@FirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/weights* dtype0* _output_shapes :  Ainit_ops/report_uninitialized_variables/IsVariableInitialized_702IsVariableInitializedbFirstStageFeatureExtractor/resnet_v1_101/block3/unit_6/bottleneck_v1/conv1/BatchNorm/beta/Momentum"/job:ps/task:3/device:CPU:0*l _classb 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