[ ERROR ] Exception occurred during running replacer "None" (<class 'extensions.front.tf.assign_elimination.AssignAddElimination'>): Data flow edge coming out of AssignAdd node Adam #98
Comments
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Dear LuWei, my guess is that you did not make a frozen tensorflow graph first. Here is what you need to do:
Now you may wonder - how do I KNOW that you are not feeding a frozen graph into Model Optimizer ? Because I see stuff like this in your DEBUG log printout:
Also in a properly frozen graph you will not see all these "assign" statements either:
Adam Optimizer training stuff should not be in the model before using MO and freezing the graph by chopping off at the output (shown above via --output_node_names ) will ensure that Adam Optimizer stuff is gone. From the Tensorflow documentation:
Thanks, Shubha |
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@shubha-ramani fine, thanks! best Regards! |
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@LuWei6896 Hi Luwei, I occured a bug as same as you. Did you fixed after frozen your model？ |
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* Optimize includes * Force opset10 in pt fe
ilya-lavrenov
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* WIP * update input validation * upsample_nearest2d and upsample_bilinear2d support * support leaky_relu add test for inplace relu * update tests, add handler for ListConstruct * Do not create extra outputs in main body * add positive case with non-default value * update testing * update test, handle non constant size and scale * remove ie_device * add aten::group_norm support * refactoring * Enable aten::reshape_as operator and add layer test * more tests * Fix typo in test * Resolve conflicts * fix code style * expand init version * expand_as and tests * add transposed convolutions support * add tests * initial support pad * add circular * update for differenced in rang * cleanup * refactor * more tests * apply review comments * Add split+listunpack transformation * Add split+getitem transformation * Add test cases * fix typo * Minor fixes * Apply suggestions from code review Co-authored-by: Maxim Vafin <[email protected]> * Apply suggestions from code review * Small fix * Support converting models without freezing * support BoolTensor and masked_fill * add support aten::rsqrt and test for sqrt * add cumsum and type_as * support clamp * support more matrix operations * add tests * Add aten::adaptive_avg_pool3d and layer test * Change to rank * fix code style in utils.hpp * Update src/frontends/pytorch/src/op_table.cpp Co-authored-by: Sergey Lyalin <[email protected]> * fix code style * add tests * add xfail * remove unnecessary broadcast * Changes required by style formater * aten::_convolution_mode * Changes requested by a reviewer * remove code duplication * add aten::unbind transformation * full, zeros and ones * Support getattr list and unrolling nested ifs * Remove line change * Enable back freezing in layer tests * Add aten::norm operator and layer test * Small fix in layer test * add aten::roll * add empty line * Typo fix * fix style * fix style v2 * add pytorch frontend to wheel * Support all types of numeric norms * add check for dynamic shapes * remove random change * merge statements * add min and max ops support * aten::max and aten::min * move axes range creation to utils * add transformation for tuple results, update tests * fix copyright * aten::var * add test and translation for numel * ignore aten::clone * Add layer test for aten::add operator * Fix typo * Remove redundant import * Add parameter name in forward method * fix code style * apply review comments * Add size+slice+listunpack transform * Add append listunpack transformation * Register transformation * aten::where * update realization * Fix issue with getitem * Fix getitem * Add layer test for aten::view operator * Add tests for listunpack * add test for aten::div * fix style * update aten::adaptive_max_pool2d * fix style * add aten::floor_divide * aten::addmm support alpha and beta with different dtype * nonzero * Change test name * update test cases to include other dtypes * aten::arange * prim::max transformation for ListConstruct * rename op * generalize conv2d implementation for conv1d and conv3d * aten::unsqueeze_ and tests for aten::unsqueeze (#70) * add aten::le, aten::ge and tests for other tensor comparision ops (#74) * add support trigonometry ops (#73) * support aten::upsample_bicubic2d, aten::ceil, aten::floor (#72) Co-authored-by: Maxim Vafin <[email protected]> * extend and add tests for avg_pool and max_pool * extend tests and constant filling ops * fix as_tensor and full ops * aten::repeat * fix code style * aten::im2col (#61) * aten::im2col * remove debug prints, add number of elements check * fix failed tests * move helper function * use split * Update src/frontends/pytorch/src/op/im2col.cpp Co-authored-by: Maxim Vafin <[email protected]> * fix code style Co-authored-by: Maxim Vafin <[email protected]> * Update src/frontends/pytorch/src/utils.cpp Co-authored-by: Maxim Vafin <[email protected]> * fix code style * revert removeinf floordiv, add floor_divide file * Fix merge issue * reduce code duplication * refactor * Add len operator with layer test * update clamp to support mixed precision and add support torch.long for constants * aten::selu * add trunc mode to div * add else statement * Add test case to layer test * Fix submodules (#88) * update test file * fix namings * execute in fp64 and convert back to initial precision * Revert set_output_size to master. Small fix in If validate * Fix build and code style * fix failed tests * Add torchvision::nms operator and layer test * Change requested by a reviewer * Remove div test * convert constants to input type * Mark some cases in div tests as xfail (#93) * Small refactoring (#94) * Small refactoring * Fix type * Fix python codestyle * Incremental fix code style (#95) * Fix style (#96) * Fix copyright * Fix code style * Branch clean up (#97) * Optimize includes and force opset10 (#98) * Optimize includes * Force opset10 in pt fe * Fix codestyle (#99) * Fix style * Fix clang codestyle * Fix cerr with debug log * Update src/bindings/python/src/pyopenvino/frontend/pytorch/decoder.cpp * Add pytorch dependency only if pytorch frontend is enabled * Update src/bindings/python/src/pyopenvino/CMakeLists.txt * Add layer tests to precommit (#100) * Add layer tests to precommit * Remove accidentally added files * Apply code style on layer tests * batch norm tests and fixes * move default weight and bias to else block * reduce code duplication * Changes requested by a reviewer * Changes requested by a reviewer * Remove dependency from pytorch in pyopenvino (#102) * Remove dependency from pytorch when fe is disabled * Change docstring * Remove pytorch FE dependency from pyopenvino * Apply codestyle (#107) * Apply codestyle * Remove commented line * Apply suggestions from code review Co-authored-by: Roman Kazantsev <[email protected]> * Fix mock FE test (#108) * Fix mock PE test (#111) * Revert changes in StridedSlice (#114) * Small refactoring (#116) * Small refactoring * Fix codestyle * Apply suggestions from code review Co-authored-by: Roman Kazantsev <[email protected]> * Apply suggestions from code review * Update src/frontends/pytorch/src/op/group_norm.cpp * Fix cmake copyright define (#117) * Update src/frontends/pytorch/src/op/arange.cpp * Apply suggestions from code review * Update build configs (#120) * FIx build configs * Update type cast in full.cpp * Apply review feedback (#121) * Apply suggestions from code review * Apply suggestions from code review Co-authored-by: Roman Kazantsev <[email protected]> * Fix issue after master merge (#122) * Fix issue after master merge * Fix build Co-authored-by: eaidova <[email protected]> Co-authored-by: bszmelcz <[email protected]> Co-authored-by: Sergey Lyalin <[email protected]> Co-authored-by: sikorsl1 <[email protected]> Co-authored-by: Leonard Sikorski <[email protected]> Co-authored-by: Mateusz <[email protected]> Co-authored-by: Roman Kazantsev <[email protected]>
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* WIP * update input validation * upsample_nearest2d and upsample_bilinear2d support * support leaky_relu add test for inplace relu * update tests, add handler for ListConstruct * Do not create extra outputs in main body * add positive case with non-default value * update testing * update test, handle non constant size and scale * remove ie_device * add aten::group_norm support * refactoring * Enable aten::reshape_as operator and add layer test * more tests * Fix typo in test * Resolve conflicts * fix code style * expand init version * expand_as and tests * add transposed convolutions support * add tests * initial support pad * add circular * update for differenced in rang * cleanup * refactor * more tests * apply review comments * Add split+listunpack transformation * Add split+getitem transformation * Add test cases * fix typo * Minor fixes * Apply suggestions from code review Co-authored-by: Maxim Vafin <[email protected]> * Apply suggestions from code review * Small fix * Support converting models without freezing * support BoolTensor and masked_fill * add support aten::rsqrt and test for sqrt * add cumsum and type_as * support clamp * support more matrix operations * add tests * Add aten::adaptive_avg_pool3d and layer test * Change to rank * fix code style in utils.hpp * Update src/frontends/pytorch/src/op_table.cpp Co-authored-by: Sergey Lyalin <[email protected]> * fix code style * add tests * add xfail * remove unnecessary broadcast * Changes required by style formater * aten::_convolution_mode * Changes requested by a reviewer * remove code duplication * add aten::unbind transformation * full, zeros and ones * Support getattr list and unrolling nested ifs * Remove line change * Enable back freezing in layer tests * Add aten::norm operator and layer test * Small fix in layer test * add aten::roll * add empty line * Typo fix * fix style * fix style v2 * add pytorch frontend to wheel * Support all types of numeric norms * add check for dynamic shapes * remove random change * merge statements * add min and max ops support * aten::max and aten::min * move axes range creation to utils * add transformation for tuple results, update tests * fix copyright * aten::var * add test and translation for numel * ignore aten::clone * Add layer test for aten::add operator * Fix typo * Remove redundant import * Add parameter name in forward method * fix code style * apply review comments * Add size+slice+listunpack transform * Add append listunpack transformation * Register transformation * aten::where * update realization * Fix issue with getitem * Fix getitem * Add layer test for aten::view operator * Add tests for listunpack * add test for aten::div * fix style * update aten::adaptive_max_pool2d * fix style * add aten::floor_divide * aten::addmm support alpha and beta with different dtype * nonzero * Change test name * update test cases to include other dtypes * aten::arange * prim::max transformation for ListConstruct * rename op * generalize conv2d implementation for conv1d and conv3d * aten::unsqueeze_ and tests for aten::unsqueeze (#70) * add aten::le, aten::ge and tests for other tensor comparision ops (#74) * add support trigonometry ops (#73) * support aten::upsample_bicubic2d, aten::ceil, aten::floor (#72) Co-authored-by: Maxim Vafin <[email protected]> * extend and add tests for avg_pool and max_pool * extend tests and constant filling ops * fix as_tensor and full ops * aten::repeat * fix code style * aten::im2col (#61) * aten::im2col * remove debug prints, add number of elements check * fix failed tests * move helper function * use split * Update src/frontends/pytorch/src/op/im2col.cpp Co-authored-by: Maxim Vafin <[email protected]> * fix code style Co-authored-by: Maxim Vafin <[email protected]> * Update src/frontends/pytorch/src/utils.cpp Co-authored-by: Maxim Vafin <[email protected]> * fix code style * revert removeinf floordiv, add floor_divide file * Fix merge issue * reduce code duplication * refactor * Add len operator with layer test * update clamp to support mixed precision and add support torch.long for constants * aten::selu * add trunc mode to div * add else statement * Add test case to layer test * Fix submodules (#88) * update test file * fix namings * execute in fp64 and convert back to initial precision * Revert set_output_size to master. Small fix in If validate * Fix build and code style * fix failed tests * Add torchvision::nms operator and layer test * Change requested by a reviewer * Remove div test * convert constants to input type * Mark some cases in div tests as xfail (#93) * Small refactoring (#94) * Small refactoring * Fix type * Fix python codestyle * Incremental fix code style (#95) * Fix style (#96) * Fix copyright * Fix code style * Branch clean up (#97) * Optimize includes and force opset10 (#98) * Optimize includes * Force opset10 in pt fe * Fix codestyle (#99) * Fix style * Fix clang codestyle * Fix cerr with debug log * Update src/bindings/python/src/pyopenvino/frontend/pytorch/decoder.cpp * Add pytorch dependency only if pytorch frontend is enabled * Update src/bindings/python/src/pyopenvino/CMakeLists.txt * Add layer tests to precommit (#100) * Add layer tests to precommit * Remove accidentally added files * Apply code style on layer tests * batch norm tests and fixes * move default weight and bias to else block * reduce code duplication * Changes requested by a reviewer * Changes requested by a reviewer * Remove dependency from pytorch in pyopenvino (#102) * Remove dependency from pytorch when fe is disabled * Change docstring * Remove pytorch FE dependency from pyopenvino * Apply codestyle (#107) * Apply codestyle * Remove commented line * Apply suggestions from code review Co-authored-by: Roman Kazantsev <[email protected]> * Fix mock FE test (#108) * Fix mock PE test (#111) * Revert changes in StridedSlice (#114) * Small refactoring (#116) * Small refactoring * Fix codestyle * Apply suggestions from code review Co-authored-by: Roman Kazantsev <[email protected]> * Apply suggestions from code review * Update src/frontends/pytorch/src/op/group_norm.cpp * Fix cmake copyright define (#117) * Update src/frontends/pytorch/src/op/arange.cpp * Apply suggestions from code review * Update build configs (#120) * FIx build configs * Update type cast in full.cpp * Apply review feedback (#121) * Apply suggestions from code review * Apply suggestions from code review Co-authored-by: Roman Kazantsev <[email protected]> * Fix issue after master merge (#122) * Fix issue after master merge * Fix build Co-authored-by: eaidova <[email protected]> Co-authored-by: bszmelcz <[email protected]> Co-authored-by: Sergey Lyalin <[email protected]> Co-authored-by: sikorsl1 <[email protected]> Co-authored-by: Leonard Sikorski <[email protected]> Co-authored-by: Mateusz <[email protected]> Co-authored-by: Roman Kazantsev <[email protected]>
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@shubha-ramani @SeverineH @alalek
config:ubuntu16.04 python3 tf1.12 opnvino R5.1
the repo:https://github.com/LuWei6896/text-detection-ctpn
the model file:https://drive.google.com/file/d/1HcZuB_MHqsKhKEKpfF1pEU85CYy4OlWO/view?usp=sharing
comand:python3 mo_tf.py --input_meta_graph=/home/luwei/ML/model_sdk/opencvTest/temp/text-detection-ctpn-banjin-dev/model/checkpoints_mlt/ctpn_50000.ckpt.meta --output_dir=/home/luwei/ML/model_sdk/opencvTest/temp/text-detection-ctpn-banjin-dev/model/openvino/ --log_level DEBUG
the graph_def view:
as the picture!
there are some errors as below:
python3 mo_tf.py --input_meta_graph=/home/luwei/ML/model_sdk/opencvTest/temp/text-detection-ctpn-banjin-dev/model/checkpoints_mlt/ctpn_50000.ckpt.meta --output_dir=/home/luwei/ML/model_sdk/opencvTest/temp/text-detection-ctpn-banjin-dev/model/openvino/ --log_level DEBUG
[ 2019-03-08 16:43:54,028 ] [ DEBUG ] [ main:133 ] Namespace(batch=None, data_type='float', disable_fusing=False, disable_gfusing=False, disable_nhwc_to_nchw=False, disable_resnet_optimization=False, extensions='/opt/intel/computer_vision_sdk_2018.5.455/deployment_tools/model_optimizer/extensions', finegrain_fusing=None, framework='tf', freeze_placeholder_with_value=None, generate_deprecated_IR_V2=False, input=None, input_checkpoint=None, input_meta_graph='/home/luwei/ML/model_sdk/opencvTest/temp/text-detection-ctpn-banjin-dev/model/checkpoints_mlt/ctpn_50000.ckpt.meta', input_model=None, input_model_is_text=False, input_shape=None, log_level='DEBUG', mean_values=(), model_name=None, move_to_preprocess=False, offload_unsupported_operations_to_tf=False, output=None, output_dir='/home/luwei/ML/model_sdk/opencvTest/temp/text-detection-ctpn-banjin-dev/model/openvino/', reverse_input_channels=False, saved_model_dir=None, saved_model_tags=None, scale=None, scale_values=(), silent=False, tensorboard_logdir=None, tensorflow_custom_layer_libraries=None, tensorflow_custom_operations_config_update=None, tensorflow_object_detection_api_pipeline_config=None, tensorflow_operation_patterns=None, tensorflow_subgraph_patterns=None, tensorflow_use_custom_operations_config=None, version=False)
[ 2019-03-08 16:43:54,028 ] [ DEBUG ] [ main:134 ] Model Optimizer started
[ 2019-03-08 16:43:54,028 ] [ DEBUG ] [ main:148 ] Output model name would be ctpn_50000.ckpt{.xml, .bin}
Model Optimizer arguments:
Common parameters:
- Path to the Input Model: None
- Path for generated IR: /home/luwei/ML/model_sdk/opencvTest/temp/text-detection-ctpn-banjin-dev/model/openvino/
- IR output name: ctpn_50000.ckpt
- Log level: DEBUG
- Batch: Not specified, inherited from the model
- Input layers: Not specified, inherited from the model
- Output layers: Not specified, inherited from the model
- Input shapes: Not specified, inherited from the model
- Mean values: Not specified
- Scale values: Not specified
- Scale factor: Not specified
- Precision of IR: FP32
- Enable fusing: True
- Enable grouped convolutions fusing: True
- Move mean values to preprocess section: False
- Reverse input channels: False
TensorFlow specific parameters:
- Input model in text protobuf format: False
- Offload unsupported operations: False
- Path to model dump for TensorBoard: None
- List of shared libraries with TensorFlow custom layers implementation: None
- Update the configuration file with input/output node names: None
- Use configuration file used to generate the model with Object Detection API: None
- Operations to offload: None
- Patterns to offload: None
- Use the config file: None
Model Optimizer version: 1.5.12.49d067a0
[ 2019-03-08 16:43:58,432 ] [ DEBUG ] [ init:415 ] $HOME=%s
[ 2019-03-08 16:43:58,433 ] [ DEBUG ] [ init:415 ] CONFIGDIR=%s
[ 2019-03-08 16:43:58,445 ] [ DEBUG ] [ init:415 ] matplotlib data path: %s
[ 2019-03-08 16:43:58,467 ] [ DEBUG ] [ init:1093 ] loaded rc file %s
[ 2019-03-08 16:43:58,468 ] [ DEBUG ] [ init:1819 ] matplotlib version %s
[ 2019-03-08 16:43:58,468 ] [ DEBUG ] [ init:1820 ] interactive is %s
[ 2019-03-08 16:43:58,469 ] [ DEBUG ] [ init:1821 ] platform is %s
[ 2019-03-08 16:43:58,469 ] [ DEBUG ] [ init:1822 ] loaded modules: %s
[ 2019-03-08 16:43:59,259 ] [ DEBUG ] [ main:236 ] Placeholder shapes : None
[ INFO ] Importing extensions from: /opt/intel/computer_vision_sdk_2018.5.455/deployment_tools/model_optimizer/mo
[ WARNING ] Skipped <class 'mo.ops.reduce.Reduce'> registration because it was already registered or it was disabled.
[ INFO ] New subclass: <class 'mo.ops.tile.Tile'>
[ INFO ] Registered a new subclass with key: Tile
.............................................................
[ WARNING ] TensorFlow post-processing of loaded model was unsuccessful. This is an optional step that Model Optimizer performs for any input model but it is not usually required for all models.It likely means that the original model is ill-formed. Model Optimizer will continue converting this model.
[ 2019-03-08 16:44:11,452 ] [ DEBUG ] [ tf:138 ] Number of nodes in graph_def: 3128
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry NextIteration to extractors with custom extractor class <class 'extensions.front.tf.next_iteration_ext.NextIterationExtractor'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry MirrorPad to extractors with custom extractor class <class 'extensions.front.tf.pad_ext.MirrorPadFrontExtractor'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry MaxPool to extractors with custom extractor class <class 'extensions.front.tf.pooling_ext.MaxPoolFrontExtractor'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry AvgPool to extractors with custom extractor class <class 'extensions.front.tf.pooling_ext.AvgPoolFrontExtractor'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Tanh to extractors with custom extractor class <class 'mo.front.tf.extractors.tanh.Tanh'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry TensorArrayGatherV3 to extractors with custom extractor class <class 'extensions.front.tf.TensorArrayGatherV3.TensorArrayGatherV3Exteractor'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry VariableV2 to extractors with custom extractor class <class 'extensions.front.tf.variable_ext.VariableV2Extractor'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Tile to extractors with custom extractor class <class 'extensions.front.tf.tile_ext.TileExtractor'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry TensorArrayV3 to extractors with custom extractor class <class 'extensions.front.tf.TensorArrayExtractors.TensorArrayExtractor'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry ResizeNearestNeighbor to extractors with custom extractor class <class 'extensions.front.tf.resize_nearest_neighbor.ResizeNearestNeighborFrontExtractor'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry CTCGreedyDecoder to extractors with custom extractor class <class 'extensions.front.tf.CTCGreedyDecoder_ext.CTCCGreedyDecoderFrontExtractor'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry BlockLSTM to extractors with custom extractor class <class 'extensions.front.tf.BlockLSTM_ext.BlockLSTMExtractor'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Concat to extractors with custom extractor class <class 'extensions.front.tf.concat_ext.ConcatFrontExtractor'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Conv3D to extractors with custom extractor class <class 'extensions.front.tf.conv_ext.Conv3DFrontExtractor'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry ReverseSequence to extractors with custom extractor class <class 'extensions.front.tf.reverse_sequence.ReverseSequenceFrontExtractor'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry CropAndResize to extractors with custom extractor class <class 'extensions.front.tf.crop_and_resize_ext.CropAndResizeFrontExtractor'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry ArgMax to extractors with custom extractor class <class 'extensions.front.tf.argmax_ext.ArgMaxFrontExtractor'>.
[ 2019-03-08 16:44:11,784 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry PadV2 to extractors with custom extractor class <class 'extensions.front.tf.pad_ext.PadV2FrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Conv3DBackpropInputV2 to extractors with custom extractor class <class 'extensions.front.tf.deconv_ext.Conv3DBackpropInputV2InputFrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry DepthToSpace to extractors with custom extractor class <class 'extensions.front.tf.depth_to_space.DepthToSpaceFrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Slice to extractors with custom extractor class <class 'extensions.front.tf.slice_ext.SliceExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry AddN to extractors with custom extractor class <class 'extensions.front.tf.addn_ext.AddNExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Variable to extractors with custom extractor class <class 'extensions.front.tf.variable_ext.VariableExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry SplitV to extractors with custom extractor class <class 'extensions.front.tf.split_ext.SplitVExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry FIFOQueueV2 to extractors with custom extractor class <class 'extensions.front.tf.fifo_queue_v2_ext.FIFOQueueV2Extractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry StopGradient to extractors with custom extractor class <class 'extensions.front.tf.stop_gradient_ext.StopGradientExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry ReverseV2 to extractors with custom extractor class <class 'extensions.front.tf.reverse_v2.ReverseV2FrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Pad to extractors with custom extractor class <class 'extensions.front.tf.pad_ext.PadFrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry GatherV2 to extractors with custom extractor class <class 'extensions.front.tf.gather_ext.GatherV2FrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry ResizeBilinear to extractors with custom extractor class <class 'extensions.front.tf.resize_bilinear.ResizeBilinearFrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Sqrt to extractors with custom extractor class <class 'extensions.front.tf.sqrt_ext.SqrtExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry ExtractImagePatches to extractors with custom extractor class <class 'extensions.front.tf.extract_image_patches.ExtractImagePatchesExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Max to extractors with custom extractor class <class 'extensions.front.tf.max_ext.MaxFrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Gather to extractors with custom extractor class <class 'extensions.front.tf.gather_ext.GatherFrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:70 ] Overridden extractor entry Square by custom extractor class <class 'extensions.front.tf.square_ext.SquareExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Softmax to extractors with custom extractor class <class 'extensions.front.tf.softmax_ext.SoftmaxFrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Conv2DBackpropInput to extractors with custom extractor class <class 'extensions.front.tf.deconv_ext.Conv2DBackpropInputFrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry AvgPool3D to extractors with custom extractor class <class 'extensions.front.tf.pooling_ext.AvgPool3DFrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Sigmoid to extractors with custom extractor class <class 'mo.front.tf.extractors.sigmoid.Sigmoid'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Conv2D to extractors with custom extractor class <class 'extensions.front.tf.conv_ext.Conv2DFrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry ResourceGather to extractors with custom extractor class <class 'extensions.front.tf.gather_ext.ResourceGatherFrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry DepthwiseConv2dNative to extractors with custom extractor class <class 'extensions.front.tf.conv_ext.DepthwiseConv2dNativeFrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Elu to extractors with custom extractor class <class 'mo.front.tf.extractors.elu.Elu'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry Rank to extractors with custom extractor class <class 'extensions.front.tf.rank_ext.RankFrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:74 ] Added a new entry MaxPool3D to extractors with custom extractor class <class 'extensions.front.tf.pooling_ext.MaxPool3DFrontExtractor'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry ScaleShift to extractors with custom op class <class 'mo.ops.scale_shift.ScaleShiftOp'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry FlattenONNX to extractors with custom op class <class 'mo.ops.flatten_onnx.FlattenONNX'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry PReLU to extractors with custom op class <class 'extensions.ops.prelu.PreluOp'>.
[ 2019-03-08 16:44:11,785 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Pooling to extractors with custom op class <class 'mo.ops.pooling.Pooling'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry TensorIterator to extractors with custom op class <class 'extensions.ops.tensor_iterator.TensorIterator'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Merge to extractors with custom op class <class 'extensions.ops.merge.Merge'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry BN to extractors with custom op class <class 'extensions.ops.bn.BNOp'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Crop to extractors with custom op class <class 'mo.ops.crop.Crop'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry RegionYolo to extractors with custom op class <class 'extensions.ops.regionyolo.RegionYoloOp'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry LSTMCell to extractors with custom op class <class 'extensions.ops.lstm_cell.LSTMCell'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Enter to extractors with custom op class <class 'extensions.ops.Enter.Enter'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry GRN to extractors with custom op class <class 'extensions.ops.grn.GRNOp'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry ShuffleChannel to extractors with custom op class <class 'extensions.ops.shufflechannel.ShuffleChannelOp'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry TensorArraySizeV3 to extractors with custom op class <class 'extensions.ops.TensorArraySize.TensorArraySize'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry DetectionOutput to extractors with custom op class <class 'extensions.ops.DetectionOutput.DetectionOutput'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry LSTMSequence to extractors with custom op class <class 'extensions.ops.lstm_sequence.LSTMSequence'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Clamp to extractors with custom op class <class 'mo.ops.clamp.Clamp'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry TensorIteratorBackEdge to extractors with custom op class <class 'extensions.ops.TensorIterator_ops.TensorIteratorBackEdge'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Splice to extractors with custom op class <class 'extensions.ops.splice.Splice'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Input to extractors with custom op class <class 'mo.ops.input.Input'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Exit to extractors with custom op class <class 'extensions.ops.Exit.Exit'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry TensorIteratorInput to extractors with custom op class <class 'extensions.ops.TensorIterator_ops.TensorIteratorInput'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry ReorgYolo to extractors with custom op class <class 'extensions.ops.reorgyolo.ReorgYoloOp'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Eltwise to extractors with custom op class <class 'mo.ops.eltwise.Eltwise'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Proposal to extractors with custom op class <class 'extensions.ops.proposal.ProposalOp'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Deconvolution to extractors with custom op class <class 'mo.ops.deconvolution.Deconvolution'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry TensorArrayWriteV3 to extractors with custom op class <class 'extensions.ops.TensorArrayWrite.TensorArrayWriter'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Normalize to extractors with custom op class <class 'extensions.ops.normalize.NormalizeOp'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Axpy to extractors with custom op class <class 'extensions.ops.axpy.AxpyOp'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry FullyConnected to extractors with custom op class <class 'mo.ops.inner_product.InnerProduct'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Accum to extractors with custom op class <class 'extensions.ops.accum.AccumOp'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry SpatialTransformer to extractors with custom op class <class 'extensions.ops.spatial_transformer.SpatialTransformOp'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry MVN to extractors with custom op class <class 'extensions.ops.mvn.MVN'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry TensorArrayReadV3 to extractors with custom op class <class 'extensions.ops.TensorArrayRead.TensorArrayReader'>.
[ 2019-03-08 16:44:11,786 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry SimplerNMS to extractors with custom op class <class 'extensions.ops.simplernms.SimplerNMSOp'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry PSROIPooling to extractors with custom op class <class 'extensions.ops.psroipooling.PSROIPoolingOp'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Correlation to extractors with custom op class <class 'extensions.ops.correlation.CorrelationOp'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry TensorArrayScatterV3 to extractors with custom op class <class 'extensions.ops.TensorArrayScatter.TensorArrayScatter'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Flatten to extractors with custom op class <class 'mo.ops.flatten.Flatten'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Select to extractors with custom op class <class 'extensions.ops.select.Select'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry ConstantFill to extractors with custom op class <class 'extensions.ops.constant_fill.ConstantFill'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry TensorIteratorCondition to extractors with custom op class <class 'extensions.ops.TensorIterator_ops.TensorIteratorCondition'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry InstanceNormalization to extractors with custom op class <class 'extensions.ops.instance_normalization.InstanceNormalization'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry TensorIteratorOutput to extractors with custom op class <class 'extensions.ops.TensorIterator_ops.TensorIteratorOutput'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry DataAugmentation to extractors with custom op class <class 'extensions.ops.data_augmentation.DataAugmentationOp'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Convolution to extractors with custom op class <class 'mo.ops.convolution.Convolution'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry PriorBoxClustered to extractors with custom op class <class 'extensions.ops.priorbox_clustered.PriorBoxClusteredOp'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry PredictionHeatmap to extractors with custom op class <class 'extensions.ops.prediction_heatmap.PredictionHeatmapOp'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Interp to extractors with custom op class <class 'extensions.ops.interp.InterpOp'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Assert to extractors with custom op class <class 'extensions.ops.assert_op.Assert'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Switch to extractors with custom op class <class 'extensions.ops.switch.Switch'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry EltwiseN to extractors with custom op class <class 'mo.ops.eltwise_n.EltwiseN'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry OpOutput to extractors with custom op class <class 'mo.ops.output.Output'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Resample to extractors with custom op class <class 'extensions.ops.resample.ResampleOp'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry PriorBox to extractors with custom op class <class 'extensions.ops.priorbox.PriorBoxOp'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Activation to extractors with custom op class <class 'mo.ops.activation.Activation'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry SquaredDifference to extractors with custom op class <class 'extensions.ops.SquaredDifference.SquaredDifference'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry Memory to extractors with custom op class <class 'mo.ops.memory.Memory'>.
[ 2019-03-08 16:44:11,787 ] [ DEBUG ] [ register_custom_ops:104 ] Added a new entry PowerFile to extractors with custom op class <class 'extensions.ops.power_file.PowerFileOp'>.
[ 2019-03-08 16:44:12,417 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/ExpandDims_1/sink_port_0 for node model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/ExpandDims_1
[ 2019-03-08 16:44:12,442 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684cdd08>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/ExpandDims_1/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,442 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/ExpandDims_1 to model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/ExpandDims_1/sink_port_0
[ 2019-03-08 16:44:12,442 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3_grad/tuple/control_dependency_1/sink_port_0 for node model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3_grad/tuple/control_dependency_1
[ 2019-03-08 16:44:12,442 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684d0840>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3_grad/tuple/control_dependency_1/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,442 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3_grad/tuple/control_dependency_1 to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3_grad/tuple/control_dependency_1/sink_port_0
[ 2019-03-08 16:44:12,444 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/add_grad/tuple/control_dependency_1/sink_port_0 for node model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/add_grad/tuple/control_dependency_1
[ 2019-03-08 16:44:12,444 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684cd510>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/add_grad/tuple/control_dependency_1/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,444 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/add_grad/tuple/control_dependency_1 to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/add_grad/tuple/control_dependency_1/sink_port_0
[ 2019-03-08 16:44:12,445 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/smooth_l1_dist/mul_1_grad/tuple/control_dependency_1/sink_port_0 for node model_0/gradients/model_0/smooth_l1_dist/mul_1_grad/tuple/control_dependency_1
[ 2019-03-08 16:44:12,445 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684dcb70>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/smooth_l1_dist/mul_1_grad/tuple/control_dependency_1/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,445 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/smooth_l1_dist/mul_1_grad/tuple/control_dependency_1 to model_0/gradients/model_0/smooth_l1_dist/mul_1_grad/tuple/control_dependency_1/sink_port_0
[ 2019-03-08 16:44:12,445 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/smooth_l1_dist/mul_grad/tuple/control_dependency_1/sink_port_0 for node model_0/gradients/model_0/smooth_l1_dist/mul_grad/tuple/control_dependency_1
[ 2019-03-08 16:44:12,445 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684dcea0>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/smooth_l1_dist/mul_grad/tuple/control_dependency_1/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,446 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/smooth_l1_dist/mul_grad/tuple/control_dependency_1 to model_0/gradients/model_0/smooth_l1_dist/mul_grad/tuple/control_dependency_1/sink_port_0
[ 2019-03-08 16:44:12,446 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3_grad/tuple/control_dependency_1/sink_port_0 for node model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3_grad/tuple/control_dependency_1
[ 2019-03-08 16:44:12,446 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684d0400>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3_grad/tuple/control_dependency_1/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,446 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3_grad/tuple/control_dependency_1 to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3_grad/tuple/control_dependency_1/sink_port_0
[ 2019-03-08 16:44:12,446 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/AddN/sink_port_0 for node model_0/gradients/AddN
[ 2019-03-08 16:44:12,446 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684d7f28>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/AddN/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,446 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/AddN to model_0/gradients/AddN/sink_port_0
[ 2019-03-08 16:44:12,447 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/concat_grad/Shape/sink_port_0 for node model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/concat_grad/Shape
[ 2019-03-08 16:44:12,447 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684de6a8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/concat_grad/Shape/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,447 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/concat_grad/Shape to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/concat_grad/Shape/sink_port_0
[ 2019-03-08 16:44:12,448 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/vgg_16/conv1/conv1_1/Conv2D_grad/tuple/control_dependency/sink_port_0 for node model_0/gradients/model_0/vgg_16/conv1/conv1_1/Conv2D_grad/tuple/control_dependency
[ 2019-03-08 16:44:12,448 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684dbbf8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/vgg_16/conv1/conv1_1/Conv2D_grad/tuple/control_dependency/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,448 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/vgg_16/conv1/conv1_1/Conv2D_grad/tuple/control_dependency to model_0/gradients/model_0/vgg_16/conv1/conv1_1/Conv2D_grad/tuple/control_dependency/sink_port_0
[ 2019-03-08 16:44:12,449 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/Sum_2_grad/Tile/sink_port_0 for node model_0/gradients/model_0/Sum_2_grad/Tile
[ 2019-03-08 16:44:12,449 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684db0d0>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/Sum_2_grad/Tile/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,449 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/Sum_2_grad/Tile to model_0/gradients/model_0/Sum_2_grad/Tile/sink_port_0
[ 2019-03-08 16:44:12,450 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros_grad/Sum/sink_port_0 for node model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros_grad/Sum
[ 2019-03-08 16:44:12,450 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684dbe18>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros_grad/Sum/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,450 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros_grad/Sum to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros_grad/Sum/sink_port_0
[ 2019-03-08 16:44:12,452 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/add_grad/tuple/control_dependency_1/sink_port_0 for node model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/add_grad/tuple/control_dependency_1
[ 2019-03-08 16:44:12,452 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684db268>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/add_grad/tuple/control_dependency_1/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,452 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/add_grad/tuple/control_dependency_1 to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/add_grad/tuple/control_dependency_1/sink_port_0
[ 2019-03-08 16:44:12,453 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/BiLSTM/bidirectional_rnn/bw/bw/while/Exit/sink_port_0 for node model_0/BiLSTM/bidirectional_rnn/bw/bw/while/Exit
[ 2019-03-08 16:44:12,453 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684d50d0>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/BiLSTM/bidirectional_rnn/bw/bw/while/Exit/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,453 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/BiLSTM/bidirectional_rnn/bw/bw/while/Exit to model_0/BiLSTM/bidirectional_rnn/bw/bw/while/Exit/sink_port_0
[ 2019-03-08 16:44:12,454 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/Enter_1_grad/Exit/sink_port_0 for node model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/Enter_1_grad/Exit
[ 2019-03-08 16:44:12,454 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684dbd90>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/Enter_1_grad/Exit/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,454 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/Enter_1_grad/Exit to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/Enter_1_grad/Exit/sink_port_0
[ 2019-03-08 16:44:12,454 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/smooth_l1_dist/sub_1_grad/tuple/control_dependency_1/sink_port_0 for node model_0/gradients/model_0/smooth_l1_dist/sub_1_grad/tuple/control_dependency_1
[ 2019-03-08 16:44:12,454 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684d7d90>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/smooth_l1_dist/sub_1_grad/tuple/control_dependency_1/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,815 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/smooth_l1_dist/sub_1_grad/tuple/control_dependency_1 to model_0/gradients/model_0/smooth_l1_dist/sub_1_grad/tuple/control_dependency_1/sink_port_0
[ 2019-03-08 16:44:12,816 ] [ DEBUG ] [ extractor:830 ] Sink: Merge/MergeSummary/sink_port_0 for node Merge/MergeSummary
[ 2019-03-08 16:44:12,816 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684dbf28>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'Merge/MergeSummary/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,816 ] [ DEBUG ] [ extractor:832 ] Add edge from Merge/MergeSummary to Merge/MergeSummary/sink_port_0
[ 2019-03-08 16:44:12,816 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/smooth_l1_dist/sub_grad/tuple/control_dependency_1/sink_port_0 for node model_0/gradients/model_0/smooth_l1_dist/sub_grad/tuple/control_dependency_1
[ 2019-03-08 16:44:12,817 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684cd488>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/smooth_l1_dist/sub_grad/tuple/control_dependency_1/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,817 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/smooth_l1_dist/sub_grad/tuple/control_dependency_1 to model_0/gradients/model_0/smooth_l1_dist/sub_grad/tuple/control_dependency_1/sink_port_0
[ 2019-03-08 16:44:12,817 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/BiLSTM/concat_grad/Shape/sink_port_0 for node model_0/gradients/model_0/BiLSTM/concat_grad/Shape
[ 2019-03-08 16:44:12,817 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684d52f0>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/BiLSTM/concat_grad/Shape/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,818 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/BiLSTM/concat_grad/Shape to model_0/gradients/model_0/BiLSTM/concat_grad/Shape/sink_port_0
[ 2019-03-08 16:44:12,818 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/Reshape_6_grad/Reshape/sink_port_0 for node model_0/gradients/model_0/Reshape_6_grad/Reshape
[ 2019-03-08 16:44:12,818 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684d08c8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/Reshape_6_grad/Reshape/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,818 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/Reshape_6_grad/Reshape to model_0/gradients/model_0/Reshape_6_grad/Reshape/sink_port_0
[ 2019-03-08 16:44:12,819 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/add_grad/tuple/control_dependency_1/sink_port_0 for node model_0/gradients/model_0/add_grad/tuple/control_dependency_1
[ 2019-03-08 16:44:12,820 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684dc7b8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/add_grad/tuple/control_dependency_1/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,820 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/add_grad/tuple/control_dependency_1 to model_0/gradients/model_0/add_grad/tuple/control_dependency_1/sink_port_0
[ 2019-03-08 16:44:12,821 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/ExpandDims_3/sink_port_0 for node model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/ExpandDims_3
[ 2019-03-08 16:44:12,821 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684de488>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/ExpandDims_3/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,821 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/ExpandDims_3 to model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/ExpandDims_3/sink_port_0
[ 2019-03-08 16:44:12,821 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/b_count_3/sink_port_0 for node model_0/gradients/b_count_3
[ 2019-03-08 16:44:12,821 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684d0510>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/b_count_3/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,821 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/b_count_3 to model_0/gradients/b_count_3/sink_port_0
[ 2019-03-08 16:44:12,821 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_grad/Sum/sink_port_0 for node model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_grad/Sum
[ 2019-03-08 16:44:12,821 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684db510>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_grad/Sum/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,821 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_grad/Sum to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_grad/Sum/sink_port_0
[ 2019-03-08 16:44:12,822 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/b_count_7/sink_port_0 for node model_0/gradients/b_count_7
[ 2019-03-08 16:44:12,822 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684de840>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/b_count_7/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,822 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/b_count_7 to model_0/gradients/b_count_7/sink_port_0
[ 2019-03-08 16:44:12,823 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/ExpandDims_1/sink_port_0 for node model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/ExpandDims_1
[ 2019-03-08 16:44:12,823 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684ded90>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/ExpandDims_1/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,823 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/ExpandDims_1 to model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/ExpandDims_1/sink_port_0
[ 2019-03-08 16:44:12,823 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/BiLSTM/bidirectional_rnn/fw/fw/zeros/sink_port_0 for node model_0/BiLSTM/bidirectional_rnn/fw/fw/zeros
[ 2019-03-08 16:44:12,823 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684dc048>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/BiLSTM/bidirectional_rnn/fw/fw/zeros/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,823 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/BiLSTM/bidirectional_rnn/fw/fw/zeros to model_0/BiLSTM/bidirectional_rnn/fw/fw/zeros/sink_port_0
[ 2019-03-08 16:44:12,824 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/Reshape_8_grad/Reshape/sink_port_0 for node model_0/gradients/model_0/Reshape_8_grad/Reshape
[ 2019-03-08 16:44:12,824 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684d7510>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/Reshape_8_grad/Reshape/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,824 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/Reshape_8_grad/Reshape to model_0/gradients/model_0/Reshape_8_grad/Reshape/sink_port_0
[ 2019-03-08 16:44:12,824 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/ExpandDims_3/sink_port_0 for node model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/ExpandDims_3
[ 2019-03-08 16:44:12,824 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684cd1e0>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/ExpandDims_3/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,825 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/ExpandDims_3 to model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/ExpandDims_3/sink_port_0
[ 2019-03-08 16:44:12,827 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/cls_prob/sink_port_0 for node model_0/cls_prob
[ 2019-03-08 16:44:12,827 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684dc9d8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/cls_prob/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,827 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/cls_prob to model_0/cls_prob/sink_port_0
[ 2019-03-08 16:44:12,828 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/BiLSTM/bidirectional_rnn/fw/fw/while/Exit/sink_port_0 for node model_0/BiLSTM/bidirectional_rnn/fw/fw/while/Exit
[ 2019-03-08 16:44:12,828 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684d5d90>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/BiLSTM/bidirectional_rnn/fw/fw/while/Exit/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,828 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/BiLSTM/bidirectional_rnn/fw/fw/while/Exit to model_0/BiLSTM/bidirectional_rnn/fw/fw/while/Exit/sink_port_0
[ 2019-03-08 16:44:12,829 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros_1_grad/Sum/sink_port_0 for node model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros_1_grad/Sum
[ 2019-03-08 16:44:12,829 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684db9d8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros_1_grad/Sum/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,829 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros_1_grad/Sum to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros_1_grad/Sum/sink_port_0
[ 2019-03-08 16:44:12,829 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/concat_grad/Shape/sink_port_0 for node model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/concat_grad/Shape
[ 2019-03-08 16:44:12,829 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684d0ea0>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/concat_grad/Shape/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,829 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/concat_grad/Shape to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/concat_grad/Shape/sink_port_0
[ 2019-03-08 16:44:12,830 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/zeros_like/sink_port_0 for node model_0/gradients/zeros_like
[ 2019-03-08 16:44:12,830 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684d77b8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/zeros_like/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,830 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/zeros_like to model_0/gradients/zeros_like/sink_port_0
[ 2019-03-08 16:44:12,831 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/Reshape_7_grad/Reshape/sink_port_0 for node model_0/gradients/model_0/Reshape_7_grad/Reshape
[ 2019-03-08 16:44:12,831 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684e19d8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/Reshape_7_grad/Reshape/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,831 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/Reshape_7_grad/Reshape to model_0/gradients/model_0/Reshape_7_grad/Reshape/sink_port_0
[ 2019-03-08 16:44:12,832 ] [ DEBUG ] [ extractor:830 ] Sink: Adam/sink_port_0 for node Adam
[ 2019-03-08 16:44:12,832 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684dbea0>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'Adam/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,832 ] [ DEBUG ] [ extractor:832 ] Add edge from Adam to Adam/sink_port_0
[ 2019-03-08 16:44:12,832 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/BiLSTM/bidirectional_rnn/bw/bw/zeros/sink_port_0 for node model_0/BiLSTM/bidirectional_rnn/bw/bw/zeros
[ 2019-03-08 16:44:12,832 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684e1048>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/BiLSTM/bidirectional_rnn/bw/bw/zeros/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,832 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/BiLSTM/bidirectional_rnn/bw/bw/zeros to model_0/BiLSTM/bidirectional_rnn/bw/bw/zeros/sink_port_0
[ 2019-03-08 16:44:12,834 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_1_grad/Sum/sink_port_0 for node model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_1_grad/Sum
[ 2019-03-08 16:44:12,834 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684d0ae8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_1_grad/Sum/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,834 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_1_grad/Sum to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_1_grad/Sum/sink_port_0
[ 2019-03-08 16:44:12,835 ] [ DEBUG ] [ extractor:830 ] Sink: model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/Enter_1_grad/Exit/sink_port_0 for node model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/Enter_1_grad/Exit
[ 2019-03-08 16:44:12,835 ] [ DEBUG ] [ extractor:831 ] {'type': 'OpOutput', 'value': None, 'dim_attrs': ['channel_dims', 'axis', 'batch_dims', 'spatial_dims'], 'kind': 'op', 'data_type': None, 'is_output': True, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.. at 0x7fc7684df950>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@ConstS'])], 'name': 'model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/Enter_1_grad/Exit/sink_port_0', 'infer': None, 'op': 'OpOutput', 'shape_attrs': ['window', 'output_shape', 'shape', 'pad', 'stride'], 'precision': 'FP32'}
[ 2019-03-08 16:44:12,835 ] [ DEBUG ] [ extractor:832 ] Add edge from model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/Enter_1_grad/Exit to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/Enter_1_grad/Exit/sink_port_0
[ INFO ] Possible outputs: 'vgg_16/conv4/conv4_1/biases/Adam_1/read, cond_5/switch_f, model_0/gradients/model_0/vgg_16/conv4/conv4_2/kernel/Regularizer/l2_regularizer_grad/tuple/control_dependency, vgg_16/conv4/conv4_1/weights/Adam_1/read, cond_6/switch_t, vgg_16/conv5/conv5_2/weights/ExponentialMovingAverage/cond/switch_f, BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/ExponentialMovingAverage/cond/switch_f, vgg_16/conv2/conv2_2/biases/Adam/read, cond_17/switch_f, vgg_16/conv5/conv5_3/biases/Adam_1/read, cond_32/switch_f, cond_30/Merge, vgg_16/conv2/conv2_1/biases/ExponentialMovingAverage/cond/switch_f, cond_33/switch_f, Conv/weights/Adam_1/read, model_0/gradients/model_0/vgg_16/conv3/conv3_2/kernel/Regularizer/l2_regularizer_grad/tuple/control_dependency, cond_2/Merge, vgg_16/conv1/conv1_1/biases/ExponentialMovingAverage/cond/switch_t, vgg_16/conv3/conv3_3/biases/ExponentialMovingAverage/cond/switch_t, cond_29/Merge, vgg_16/conv4/conv4_1/weights/ExponentialMovingAverage/cond/switch_f, BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/ExponentialMovingAverage/cond/switch_t, ExponentialMovingAverage/AssignMovingAvg_35, vgg_16/conv5/conv5_1/weights/Adam/read, model_0/gradients/model_0/vgg_16/conv2/conv2_1/kernel/Regularizer/l2_regularizer_grad/tuple/control_dependency, vgg_16/conv4/conv4_3/weights/Adam_1/read, cond_32/Merge, cond_22/Merge, vgg_16/conv1/conv1_2/biases/ExponentialMovingAverage/cond/switch_f, Conv/biases/ExponentialMovingAverage/cond/switch_t, vgg_16/conv4/conv4_1/weights/Adam/read, vgg_16/conv3/conv3_2/biases/ExponentialMovingAverage/cond/switch_f, vgg_16/conv4/conv4_1/biases/Adam/read, vgg_16/conv5/conv5_1/weights/ExponentialMovingAverage/cond/switch_t, cond_1/switch_f, cond_33/switch_t, BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/Adam/read, cond_12/switch_f, vgg_16/conv5/conv5_2/weights/Adam_1/read, cond_24/Merge, bbox_pred/biases/Adam/read, vgg_16/conv2/conv2_2/weights/Adam_1/read, cond_26/Merge, cond_17/switch_t, vgg_16/conv4/conv4_2/weights/Adam/read, cond_14/switch_f, cond_9/switch_t, ExponentialMovingAverage/AssignMovingAvg_20, cond_3/Merge, vgg_16/conv4/conv4_3/weights/ExponentialMovingAverage/cond/switch_t, vgg_16/conv3/conv3_3/weights/ExponentialMovingAverage/cond/switch_t, cond_37/switch_f, ExponentialMovingAverage/AssignMovingAvg_18, model_0/gradients/model_0/vgg_16/conv3/conv3_1/kernel/Regularizer/l2_regularizer_grad/tuple/control_dependency, ExponentialMovingAverage/AssignMovingAvg_6, cond_36/switch_f, cls_pred/biases/ExponentialMovingAverage/cond/switch_f, save_1/control_dependency, cond_19/switch_f, Conv/biases/Adam/read, cond_34/switch_f, ExponentialMovingAverage/AssignMovingAvg_37, BiLSTM/weights/Adam/read, vgg_16/conv5/conv5_3/weights/ExponentialMovingAverage/cond/switch_t, ExponentialMovingAverage/AssignMovingAvg_34, BiLSTM/bidirectional_rnn/bw/lstm_cell/bias/ExponentialMovingAverage/cond/switch_f, cond_11/switch_f, cond_22/switch_t, vgg_16/conv4/conv4_3/biases/ExponentialMovingAverage/cond/switch_f, cond_20/Merge, BiLSTM/bidirectional_rnn/bw/lstm_cell/bias/ExponentialMovingAverage/cond/switch_t, cond_14/switch_t, vgg_16/conv5/conv5_3/biases/Adam/read, cond_26/switch_f, cond_15/switch_t, vgg_16/conv1/conv1_2/biases/Adam_1/read, cond_34/switch_t, cond_19/Merge, cond_9/switch_f, vgg_16/conv3/conv3_2/biases/Adam/read, vgg_16/conv3/conv3_2/weights/Adam/read, vgg_16/conv5/conv5_1/weights/Adam_1/read, vgg_16/conv2/conv2_2/biases/ExponentialMovingAverage/cond/switch_t, cond_27/switch_t, vgg_16/conv3/conv3_2/weights/ExponentialMovingAverage/cond/switch_f, cond_13/Merge, bbox_pred/biases/ExponentialMovingAverage/cond/switch_t, cond_5/switch_t, BiLSTM/weights/ExponentialMovingAverage/cond/switch_f, cond_3/switch_f, vgg_16/conv4/conv4_2/biases/ExponentialMovingAverage/cond/switch_f, cond_29/switch_f, cond_3/switch_t, vgg_16/conv4/conv4_1/biases/ExponentialMovingAverage/cond/switch_t, bbox_pred/biases/Adam_1/read, cond_37/switch_t, cond_23/switch_t, vgg_16/conv3/conv3_1/biases/ExponentialMovingAverage/cond/switch_t, vgg_16/conv2/conv2_1/biases/Adam/read, ExponentialMovingAverage/AssignMovingAvg_22, cond_20/switch_t, cond_13/switch_t, model_0/gradients/model_0/vgg_16/conv2/conv2_2/kernel/Regularizer/l2_regularizer_grad/tuple/control_dependency, vgg_16/conv4/conv4_3/weights/ExponentialMovingAverage/cond/switch_f, vgg_16/conv3/conv3_3/weights/Adam/read, vgg_16/conv1/conv1_2/weights/ExponentialMovingAverage/cond/switch_t, cond_21/switch_t, cond/switch_t, cond_23/switch_f, vgg_16/conv3/conv3_1/weights/Adam_1/read, cond_10/switch_f, ExponentialMovingAverage/AssignMovingAvg_29, BiLSTM/biases/ExponentialMovingAverage/cond/switch_f, cond_7/Merge, cond_37/Merge, cond_23/Merge, vgg_16/conv5/conv5_1/biases/ExponentialMovingAverage/cond/switch_t, ExponentialMovingAverage/AssignMovingAvg_15, vgg_16/conv4/conv4_2/biases/ExponentialMovingAverage/cond/switch_t, model_0/gradients/model_0/vgg_16/conv4/conv4_1/kernel/Regularizer/l2_regularizer_grad/tuple/control_dependency, vgg_16/conv3/conv3_3/biases/ExponentialMovingAverage/cond/switch_f, cond_15/Merge, vgg_16/conv5/conv5_1/biases/Adam_1/read, vgg_16/conv1/conv1_2/weights/Adam_1/read, vgg_16/conv3/conv3_3/weights/ExponentialMovingAverage/cond/switch_f, bbox_pred/biases/ExponentialMovingAverage/cond/switch_f, cond_4/Merge, ExponentialMovingAverage/AssignMovingAvg_11, cond_12/switch_t, ExponentialMovingAverage/AssignMovingAvg_24, ExponentialMovingAverage/AssignMovingAvg_13, vgg_16/conv4/conv4_3/biases/ExponentialMovingAverage/cond/switch_t, cls_pred/biases/Adam/read, vgg_16/conv3/conv3_2/weights/Adam_1/read, vgg_16/conv4/conv4_2/weights/ExponentialMovingAverage/cond/switch_t, ExponentialMovingAverage/AssignMovingAvg_2, vgg_16/conv3/conv3_1/biases/Adam/read, cond_4/switch_t, cond/Merge, BiLSTM/biases/Adam_1/read, vgg_16/conv1/conv1_1/weights/Adam/read, cond_16/switch_t, model_0/gradients/model_0/vgg_16/conv1/conv1_1/kernel/Regularizer/l2_regularizer_grad/tuple/control_dependency, cond_28/switch_t, vgg_16/conv1/conv1_1/weights/ExponentialMovingAverage/cond/switch_f, BiLSTM/weights/ExponentialMovingAverage/cond/switch_t, cond_31/Merge, cond_28/Merge, cond_31/switch_t, cond_18/Merge, cond_4/switch_f, vgg_16/conv2/conv2_1/weights/ExponentialMovingAverage/cond/switch_t, cond_9/Merge, cond_30/switch_f, vgg_16/conv3/conv3_1/weights/ExponentialMovingAverage/cond/switch_t, BiLSTM/weights/Adam_1/read, bbox_pred/weights/ExponentialMovingAverage/cond/switch_t, cls_pred/weights/ExponentialMovingAverage/cond/switch_f, ExponentialMovingAverage/AssignMovingAvg, cond_8/switch_t, model_0/gradients/model_0/vgg_16/conv1/conv1_2/kernel/Regularizer/l2_regularizer_grad/tuple/control_dependency, vgg_16/conv3/conv3_1/weights/ExponentialMovingAverage/cond/switch_f, cond_7/switch_t, cond_18/switch_t, BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/Adam/read, ExponentialMovingAverage/AssignMovingAvg_16, ExponentialMovingAverage/AssignMovingAvg_10, vgg_16/conv3/conv3_2/weights/ExponentialMovingAverage/cond/switch_t, vgg_16/conv1/conv1_1/biases/Adam_1/read, bbox_pred/weights/Adam_1/read, vgg_16/conv5/conv5_2/biases/ExponentialMovingAverage/cond/switch_f, cls_pred/weights/Adam/read, vgg_16/conv3/conv3_3/biases/Adam/read, ExponentialMovingAverage/AssignMovingAvg_30, cond_6/Merge, cond_16/switch_f, cond_25/switch_f, vgg_16/conv3/conv3_2/biases/Adam_1/read, cond_29/switch_t, cond_2/switch_f, cond_24/switch_f, BiLSTM/bidirectional_rnn/bw/lstm_cell/bias/Adam_1/read, cond_11/Merge, ExponentialMovingAverage/AssignMovingAvg_26, cond_20/switch_f, vgg_16/conv4/conv4_3/weights/Adam/read, Conv/weights/ExponentialMovingAverage/cond/switch_f, vgg_16/conv5/conv5_2/biases/Adam/read, vgg_16/conv5/conv5_1/biases/ExponentialMovingAverage/cond/switch_f, cond_19/switch_t, vgg_16/conv2/conv2_1/biases/ExponentialMovingAverage/cond/switch_t, cond_25/Merge, bbox_pred/weights/ExponentialMovingAverage/cond/switch_f, ExponentialMovingAverage/AssignMovingAvg_9, cond_8/switch_f, cond_32/switch_t, cond_10/Merge, vgg_16/conv1/conv1_1/biases/Adam/read, save/control_dependency, cond_13/switch_f, vgg_16/conv3/conv3_3/biases/Adam_1/read, BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/ExponentialMovingAverage/cond/switch_f, vgg_16/conv2/conv2_2/biases/ExponentialMovingAverage/cond/switch_f, vgg_16/conv5/conv5_2/biases/ExponentialMovingAverage/cond/switch_t, vgg_16/conv1/conv1_2/biases/ExponentialMovingAverage/cond/switch_t, vgg_16/conv3/conv3_3/weights/Adam_1/read, cond_10/switch_t, cond_1/Merge, cls_pred/biases/Adam_1/read, ExponentialMovingAverage/AssignMovingAvg_36, ExponentialMovingAverage/AssignMovingAvg_8, vgg_16/conv2/conv2_2/weights/ExponentialMovingAverage/cond/switch_f, cond_30/switch_t, BiLSTM/biases/ExponentialMovingAverage/cond/switch_t, cond_31/switch_f, cond_8/Merge, cond_34/Merge, cond_26/switch_t, vgg_16/conv2/conv2_1/biases/Adam_1/read, ExponentialMovingAverage/AssignMovingAvg_25, BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/Adam_1/read, cond_17/Merge, cond_33/Merge, cond_22/switch_f, Conv/biases/ExponentialMovingAverage/cond/switch_f, vgg_16/conv4/conv4_3/biases/Adam_1/read, vgg_16/conv1/conv1_1/weights/ExponentialMovingAverage/cond/switch_t, vgg_16/conv5/conv5_1/biases/Adam/read, vgg_16/conv5/conv5_3/biases/ExponentialMovingAverage/cond/switch_t, vgg_16/conv2/conv2_1/weights/Adam_1/read, ExponentialMovingAverage/AssignMovingAvg_5, vgg_16/conv3/conv3_1/biases/ExponentialMovingAverage/cond/switch_f, cond_27/Merge, BiLSTM/bidirectional_rnn/fw/lstm_cell/bias/Adam_1/read, BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/ExponentialMovingAverage/cond/switch_t, vgg_16/conv2/conv2_2/weights/ExponentialMovingAverage/cond/switch_t, cls_pred/weights/ExponentialMovingAverage/cond/switch_t, ExponentialMovingAverage/AssignMovingAvg_33, ExponentialMovingAverage/AssignMovingAvg_19, ExponentialMovingAverage/AssignMovingAvg_4, vgg_16/conv5/conv5_2/weights/Adam/read, Conv/biases/Adam_1/read, vgg_16/conv5/conv5_3/weights/Adam/read, BiLSTM/bidirectional_rnn/fw/lstm_cell/bias/Adam/read, vgg_16/conv2/conv2_2/biases/Adam_1/read, vgg_16/conv4/conv4_1/weights/ExponentialMovingAverage/cond/switch_t, vgg_16/conv3/conv3_1/biases/Adam_1/read, vgg_16/conv4/conv4_3/biases/Adam/read, cond_18/switch_f, vgg_16/conv4/conv4_2/biases/Adam_1/read, BiLSTM/bidirectional_rnn/fw/lstm_cell/bias/ExponentialMovingAverage/cond/switch_f, cond_2/switch_t, model_0/gradients/model_0/vgg_16/conv5/conv5_2/kernel/Regularizer/l2_regularizer_grad/tuple/control_dependency, vgg_16/conv4/conv4_2/weights/Adam_1/read, vgg_16/conv2/conv2_1/weights/ExponentialMovingAverage/cond/switch_f, vgg_16/conv5/conv5_3/weights/Adam_1/read, BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/Adam_1/read, cond_35/switch_f, bbox_pred/weights/Adam/read, cond_15/switch_f, BiLSTM/bidirectional_rnn/bw/lstm_cell/bias/Adam/read, cond_36/switch_t, ExponentialMovingAverage/AssignMovingAvg_31, vgg_16/conv4/conv4_2/biases/Adam/read, cond/switch_f, cond_25/switch_t, ExponentialMovingAverage/AssignMovingAvg_17, cond_5/Merge, cond_1/switch_t, vgg_16/conv3/conv3_2/biases/ExponentialMovingAverage/cond/switch_t, cond_27/switch_f, cond_28/switch_f, vgg_16/conv1/conv1_1/biases/ExponentialMovingAverage/cond/switch_f, vgg_16/conv2/conv2_2/weights/Adam/read, cond_11/switch_t, ExponentialMovingAverage/AssignMovingAvg_1, vgg_16/conv4/conv4_2/weights/ExponentialMovingAverage/cond/switch_f, ExponentialMovingAverage/AssignMovingAvg_14, vgg_16/conv3/conv3_1/weights/Adam/read, vgg_16/conv5/conv5_1/weights/ExponentialMovingAverage/cond/switch_f, cond_14/Merge, cond_35/switch_t, cond_35/Merge, vgg_16/conv2/conv2_1/weights/Adam/read, Conv/weights/Adam/read, cond_7/switch_f, cls_pred/biases/ExponentialMovingAverage/cond/switch_t, vgg_16/conv5/conv5_3/biases/ExponentialMovingAverage/cond/switch_f, ExponentialMovingAverage/AssignMovingAvg_21, vgg_16/conv4/conv4_1/biases/ExponentialMovingAverage/cond/switch_f, vgg_16/conv1/conv1_2/biases/Adam/read, cond_24/switch_t, cond_36/Merge, Conv/weights/ExponentialMovingAverage/cond/switch_t, ExponentialMovingAverage/AssignMovingAvg_3, cond_6/switch_f, cls_pred/weights/Adam_1/read, vgg_16/conv5/conv5_2/biases/Adam_1/read, vgg_16/conv1/conv1_2/weights/ExponentialMovingAverage/cond/switch_f, model_0/gradients/model_0/vgg_16/conv5/conv5_1/kernel/Regularizer/l2_regularizer_grad/tuple/control_dependency, cond_21/switch_f, ExponentialMovingAverage/AssignMovingAvg_32, BiLSTM/bidirectional_rnn/fw/lstm_cell/bias/ExponentialMovingAverage/cond/switch_t, ExponentialMovingAverage/AssignMovingAvg_27, cond_12/Merge, cond_21/Merge, vgg_16/conv1/conv1_1/weights/Adam_1/read, model_0/gradients/model_0/vgg_16/conv3/conv3_3/kernel/Regularizer/l2_regularizer_grad/tuple/control_dependency, vgg_16/conv1/conv1_2/weights/Adam/read, ExponentialMovingAverage/AssignMovingAvg_23, model_0/gradients/model_0/vgg_16/conv5/conv5_3/kernel/Regularizer/l2_regularizer_grad/tuple/control_dependency, BiLSTM/biases/Adam/read, ExponentialMovingAverage/AssignMovingAvg_28, cond_16/Merge, ExponentialMovingAverage/AssignMovingAvg_7, vgg_16/conv5/conv5_3/weights/ExponentialMovingAverage/cond/switch_f, vgg_16/conv5/conv5_2/weights/ExponentialMovingAverage/cond/switch_t, model_0/gradients/model_0/vgg_16/conv4/conv4_3/kernel/Regularizer/l2_regularizer_grad/tuple/control_dependency, ExponentialMovingAverage/AssignMovingAvg_12' are not input reachable. True outputs are model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/ExpandDims_1, model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3_grad/tuple/control_dependency_1, model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/add_grad/tuple/control_dependency_1, model_0/gradients/model_0/smooth_l1_dist/mul_1_grad/tuple/control_dependency_1, model_0/gradients/model_0/smooth_l1_dist/mul_grad/tuple/control_dependency_1, model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3_grad/tuple/control_dependency_1, model_0/gradients/AddN, model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/concat_grad/Shape, model_0/gradients/model_0/vgg_16/conv1/conv1_1/Conv2D_grad/tuple/control_dependency, model_0/gradients/model_0/Sum_2_grad/Tile, model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros_grad/Sum, model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/add_grad/tuple/control_dependency_1, model_0/BiLSTM/bidirectional_rnn/bw/bw/while/Exit, model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/Enter_1_grad/Exit, model_0/gradients/model_0/smooth_l1_dist/sub_1_grad/tuple/control_dependency_1, Merge/MergeSummary, model_0/gradients/model_0/smooth_l1_dist/sub_grad/tuple/control_dependency_1, model_0/gradients/model_0/BiLSTM/concat_grad/Shape, model_0/gradients/model_0/Reshape_6_grad/Reshape, model_0/gradients/model_0/add_grad/tuple/control_dependency_1, model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/ExpandDims_3, model_0/gradients/b_count_3, model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_grad/Sum, model_0/gradients/b_count_7, model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/ExpandDims_1, model_0/BiLSTM/bidirectional_rnn/fw/fw/zeros, model_0/gradients/model_0/Reshape_8_grad/Reshape, model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/ExpandDims_3, model_0/cls_prob, model_0/BiLSTM/bidirectional_rnn/fw/fw/while/Exit, model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros_1_grad/Sum, model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/concat_grad/Shape, model_0/gradients/zeros_like, model_0/gradients/model_0/Reshape_7_grad/Reshape, Adam, model_0/BiLSTM/bidirectional_rnn/bw/bw/zeros, model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_1_grad/Sum, model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/Enter_1_grad/Exit
[ 2019-03-08 16:44:12,864 ] [ DEBUG ] [ eliminate:64 ] The following nodes are seeded as output reachable:
Adam/sink_port_0
Merge/MergeSummary/sink_port_0
model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/ExpandDims_1/sink_port_0
model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/ExpandDims_3/sink_port_0
model_0/BiLSTM/bidirectional_rnn/bw/bw/while/Exit/sink_port_0
model_0/BiLSTM/bidirectional_rnn/bw/bw/zeros/sink_port_0
model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/ExpandDims_1/sink_port_0
model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/ExpandDims_3/sink_port_0
model_0/BiLSTM/bidirectional_rnn/fw/fw/while/Exit/sink_port_0
model_0/BiLSTM/bidirectional_rnn/fw/fw/zeros/sink_port_0
model_0/cls_prob/sink_port_0
model_0/gradients/AddN/sink_port_0
model_0/gradients/b_count_3/sink_port_0
model_0/gradients/b_count_7/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_1_grad/Sum/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_grad/Sum/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/Enter_1_grad/Exit/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/add_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/concat_grad/Shape/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros_1_grad/Sum/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros_grad/Sum/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/Enter_1_grad/Exit/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/add_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/concat_grad/Shape/sink_port_0
model_0/gradients/model_0/BiLSTM/concat_grad/Shape/sink_port_0
model_0/gradients/model_0/Reshape_6_grad/Reshape/sink_port_0
model_0/gradients/model_0/Reshape_7_grad/Reshape/sink_port_0
model_0/gradients/model_0/Reshape_8_grad/Reshape/sink_port_0
model_0/gradients/model_0/Sum_2_grad/Tile/sink_port_0
model_0/gradients/model_0/add_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/smooth_l1_dist/mul_1_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/smooth_l1_dist/mul_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/smooth_l1_dist/sub_1_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/smooth_l1_dist/sub_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/vgg_16/conv1/conv1_1/Conv2D_grad/tuple/control_dependency/sink_port_0
model_0/gradients/zeros_like/sink_port_0
[ 2019-03-08 16:44:12,994 ] [ DEBUG ] [ eliminate:130 ] Removing the following dead nodes: BiLSTM/biases/Adam/read
BiLSTM/biases/Adam_1/read
BiLSTM/biases/ExponentialMovingAverage
BiLSTM/biases/ExponentialMovingAverage/IsVariableInitialized
BiLSTM/biases/ExponentialMovingAverage/cond/Switch
BiLSTM/biases/ExponentialMovingAverage/cond/switch_f
BiLSTM/biases/ExponentialMovingAverage/cond/switch_t
BiLSTM/biases/ExponentialMovingAverage/read
BiLSTM/biases/Initializer/Const
BiLSTM/bidirectional_rnn/bw/lstm_cell/bias/Adam/read
BiLSTM/bidirectional_rnn/bw/lstm_cell/bias/Adam_1/read
BiLSTM/bidirectional_rnn/bw/lstm_cell/bias/ExponentialMovingAverage
BiLSTM/bidirectional_rnn/bw/lstm_cell/bias/ExponentialMovingAverage/IsVariableInitialized
BiLSTM/bidirectional_rnn/bw/lstm_cell/bias/ExponentialMovingAverage/cond/Switch
BiLSTM/bidirectional_rnn/bw/lstm_cell/bias/ExponentialMovingAverage/cond/switch_f
BiLSTM/bidirectional_rnn/bw/lstm_cell/bias/ExponentialMovingAverage/cond/switch_t
BiLSTM/bidirectional_rnn/bw/lstm_cell/bias/ExponentialMovingAverage/read
BiLSTM/bidirectional_rnn/bw/lstm_cell/bias/Initializer/Const
BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/Adam/read
BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/Adam_1/read
BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/ExponentialMovingAverage
BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/ExponentialMovingAverage/IsVariableInitialized
BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/ExponentialMovingAverage/cond/Switch
BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/ExponentialMovingAverage/cond/switch_f
BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/ExponentialMovingAverage/cond/switch_t
BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/ExponentialMovingAverage/read
BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/Initializer/random_uniform
BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/Initializer/random_uniform/RandomUniform
BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/Initializer/random_uniform/max
BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/Initializer/random_uniform/min
BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/Initializer/random_uniform/mul
BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/Initializer/random_uniform/shape
BiLSTM/bidirectional_rnn/bw/lstm_cell/kernel/Initializer/random_uniform/sub
BiLSTM/bidirectional_rnn/fw/lstm_cell/bias/Adam/read
BiLSTM/bidirectional_rnn/fw/lstm_cell/bias/Adam_1/read
BiLSTM/bidirectional_rnn/fw/lstm_cell/bias/ExponentialMovingAverage
BiLSTM/bidirectional_rnn/fw/lstm_cell/bias/ExponentialMovingAverage/IsVariableInitialized
BiLSTM/bidirectional_rnn/fw/lstm_cell/bias/ExponentialMovingAverage/cond/Switch
BiLSTM/bidirectional_rnn/fw/lstm_cell/bias/ExponentialMovingAverage/cond/switch_f
BiLSTM/bidirectional_rnn/fw/lstm_cell/bias/ExponentialMovingAverage/cond/switch_t
BiLSTM/bidirectional_rnn/fw/lstm_cell/bias/ExponentialMovingAverage/read
BiLSTM/bidirectional_rnn/fw/lstm_cell/bias/Initializer/Const
BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/Adam/read
BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/Adam_1/read
BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/ExponentialMovingAverage
BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/ExponentialMovingAverage/IsVariableInitialized
BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/ExponentialMovingAverage/cond/Switch
BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/ExponentialMovingAverage/cond/switch_f
BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/ExponentialMovingAverage/cond/switch_t
BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/ExponentialMovingAverage/read
BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/Initializer/random_uniform
BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/Initializer/random_uniform/RandomUniform
BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/Initializer/random_uniform/max
BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/Initializer/random_uniform/min
BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/Initializer/random_uniform/mul
BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/Initializer/random_uniform/shape
BiLSTM/bidirectional_rnn/fw/lstm_cell/kernel/Initializer/random_uniform/sub
BiLSTM/weights/Adam/read
BiLSTM/weights/Adam_1/read
BiLSTM/weights/ExponentialMovingAverage
BiLSTM/weights/ExponentialMovingAverage/IsVariableInitialized
BiLSTM/weights/ExponentialMovingAverage/cond/Switch
BiLSTM/weights/ExponentialMovingAverage/cond/switch_f
BiLSTM/weights/ExponentialMovingAverage/cond/switch_t
BiLSTM/weights/ExponentialMovingAverage/read
BiLSTM/weights/Initializer/truncated_normal
BiLSTM/weights/Initializer/truncated_normal/TruncatedNormal
BiLSTM/weights/Initializer/truncated_normal/mean
BiLSTM/weights/Initializer/truncated_normal/mul
BiLSTM/weights/Initializer/truncated_normal/shape
BiLSTM/weights/Initializer/truncated_normal/stddev
Conv/biases/Adam/read
Conv/biases/Adam_1/read
Conv/biases/ExponentialMovingAverage
Conv/biases/ExponentialMovingAverage/IsVariableInitialized
Conv/biases/ExponentialMovingAverage/cond/Switch
Conv/biases/ExponentialMovingAverage/cond/switch_f
Conv/biases/ExponentialMovingAverage/cond/switch_t
Conv/biases/ExponentialMovingAverage/read
Conv/biases/Initializer/zeros
Conv/weights/Adam/read
Conv/weights/Adam_1/read
Conv/weights/ExponentialMovingAverage
Conv/weights/ExponentialMovingAverage/IsVariableInitialized
Conv/weights/ExponentialMovingAverage/cond/Switch
Conv/weights/ExponentialMovingAverage/cond/switch_f
Conv/weights/ExponentialMovingAverage/cond/switch_t
Conv/weights/ExponentialMovingAverage/read
Conv/weights/Initializer/random_uniform
Conv/weights/Initializer/random_uniform/RandomUniform
Conv/weights/Initializer/random_uniform/max
Conv/weights/Initializer/random_uniform/min
Conv/weights/Initializer/random_uniform/mul
Conv/weights/Initializer/random_uniform/shape
Conv/weights/Initializer/random_uniform/sub
ExponentialMovingAverage/AssignMovingAvg
ExponentialMovingAverage/AssignMovingAvg/mul
ExponentialMovingAverage/AssignMovingAvg/sub
ExponentialMovingAverage/AssignMovingAvg/sub/x
ExponentialMovingAverage/AssignMovingAvg/sub_1
ExponentialMovingAverage/AssignMovingAvg_1
ExponentialMovingAverage/AssignMovingAvg_1/mul
ExponentialMovingAverage/AssignMovingAvg_1/sub
ExponentialMovingAverage/AssignMovingAvg_1/sub/x
ExponentialMovingAverage/AssignMovingAvg_1/sub_1
ExponentialMovingAverage/AssignMovingAvg_10
ExponentialMovingAverage/AssignMovingAvg_10/mul
ExponentialMovingAverage/AssignMovingAvg_10/sub
ExponentialMovingAverage/AssignMovingAvg_10/sub/x
ExponentialMovingAverage/AssignMovingAvg_10/sub_1
ExponentialMovingAverage/AssignMovingAvg_11
ExponentialMovingAverage/AssignMovingAvg_11/mul
ExponentialMovingAverage/AssignMovingAvg_11/sub
ExponentialMovingAverage/AssignMovingAvg_11/sub/x
ExponentialMovingAverage/AssignMovingAvg_11/sub_1
ExponentialMovingAverage/AssignMovingAvg_12
ExponentialMovingAverage/AssignMovingAvg_12/mul
ExponentialMovingAverage/AssignMovingAvg_12/sub
ExponentialMovingAverage/AssignMovingAvg_12/sub/x
ExponentialMovingAverage/AssignMovingAvg_12/sub_1
ExponentialMovingAverage/AssignMovingAvg_13
ExponentialMovingAverage/AssignMovingAvg_13/mul
ExponentialMovingAverage/AssignMovingAvg_13/sub
ExponentialMovingAverage/AssignMovingAvg_13/sub/x
ExponentialMovingAverage/AssignMovingAvg_13/sub_1
ExponentialMovingAverage/AssignMovingAvg_14
ExponentialMovingAverage/AssignMovingAvg_14/mul
ExponentialMovingAverage/AssignMovingAvg_14/sub
ExponentialMovingAverage/AssignMovingAvg_14/sub/x
ExponentialMovingAverage/AssignMovingAvg_14/sub_1
ExponentialMovingAverage/AssignMovingAvg_15
ExponentialMovingAverage/AssignMovingAvg_15/mul
ExponentialMovingAverage/AssignMovingAvg_15/sub
ExponentialMovingAverage/AssignMovingAvg_15/sub/x
ExponentialMovingAverage/AssignMovingAvg_15/sub_1
ExponentialMovingAverage/AssignMovingAvg_16
ExponentialMovingAverage/AssignMovingAvg_16/mul
ExponentialMovingAverage/AssignMovingAvg_16/sub
ExponentialMovingAverage/AssignMovingAvg_16/sub/x
ExponentialMovingAverage/AssignMovingAvg_16/sub_1
ExponentialMovingAverage/AssignMovingAvg_17
ExponentialMovingAverage/AssignMovingAvg_17/mul
ExponentialMovingAverage/AssignMovingAvg_17/sub
ExponentialMovingAverage/AssignMovingAvg_17/sub/x
ExponentialMovingAverage/AssignMovingAvg_17/sub_1
ExponentialMovingAverage/AssignMovingAvg_18
ExponentialMovingAverage/AssignMovingAvg_18/mul
ExponentialMovingAverage/AssignMovingAvg_18/sub
ExponentialMovingAverage/AssignMovingAvg_18/sub/x
ExponentialMovingAverage/AssignMovingAvg_18/sub_1
ExponentialMovingAverage/AssignMovingAvg_19
ExponentialMovingAverage/AssignMovingAvg_19/mul
ExponentialMovingAverage/AssignMovingAvg_19/sub
ExponentialMovingAverage/AssignMovingAvg_19/sub/x
ExponentialMovingAverage/AssignMovingAvg_19/sub_1
ExponentialMovingAverage/AssignMovingAvg_2
ExponentialMovingAverage/AssignMovingAvg_2/mul
ExponentialMovingAverage/AssignMovingAvg_2/sub
ExponentialMovingAverage/AssignMovingAvg_2/sub/x
ExponentialMovingAverage/AssignMovingAvg_2/sub_1
ExponentialMovingAverage/AssignMovingAvg_20
ExponentialMovingAverage/AssignMovingAvg_20/mul
ExponentialMovingAverage/AssignMovingAvg_20/sub
ExponentialMovingAverage/AssignMovingAvg_20/sub/x
ExponentialMovingAverage/AssignMovingAvg_20/sub_1
ExponentialMovingAverage/AssignMovingAvg_21
ExponentialMovingAverage/AssignMovingAvg_21/mul
ExponentialMovingAverage/AssignMovingAvg_21/sub
ExponentialMovingAverage/AssignMovingAvg_21/sub/x
ExponentialMovingAverage/AssignMovingAvg_21/sub_1
ExponentialMovingAverage/AssignMovingAvg_22
ExponentialMovingAverage/AssignMovingAvg_22/mul
ExponentialMovingAverage/AssignMovingAvg_22/sub
ExponentialMovingAverage/AssignMovingAvg_22/sub/x
ExponentialMovingAverage/AssignMovingAvg_22/sub_1
ExponentialMovingAverage/AssignMovingAvg_23
ExponentialMovingAverage/AssignMovingAvg_23/mul
ExponentialMovingAverage/AssignMovingAvg_23/sub
ExponentialMovingAverage/AssignMovingAvg_23/sub/x
ExponentialMovingAverage/AssignMovingAvg_23/sub_1
ExponentialMovingAverage/AssignMovingAvg_24
ExponentialMovingAverage/AssignMovingAvg_24/mul
ExponentialMovingAverage/AssignMovingAvg_24/sub
ExponentialMovingAverage/AssignMovingAvg_24/sub/x
ExponentialMovingAverage/AssignMovingAvg_24/sub_1
ExponentialMovingAverage/AssignMovingAvg_25
ExponentialMovingAverage/AssignMovingAvg_25/mul
ExponentialMovingAverage/AssignMovingAvg_25/sub
ExponentialMovingAverage/AssignMovingAvg_25/sub/x
ExponentialMovingAverage/AssignMovingAvg_25/sub_1
ExponentialMovingAverage/AssignMovingAvg_26
ExponentialMovingAverage/AssignMovingAvg_26/mul
ExponentialMovingAverage/AssignMovingAvg_26/sub
ExponentialMovingAverage/AssignMovingAvg_26/sub/x
ExponentialMovingAverage/AssignMovingAvg_26/sub_1
ExponentialMovingAverage/AssignMovingAvg_27
ExponentialMovingAverage/AssignMovingAvg_27/mul
ExponentialMovingAverage/AssignMovingAvg_27/sub
ExponentialMovingAverage/AssignMovingAvg_27/sub/x
ExponentialMovingAverage/AssignMovingAvg_27/sub_1
ExponentialMovingAverage/AssignMovingAvg_28
ExponentialMovingAverage/AssignMovingAvg_28/mul
ExponentialMovingAverage/AssignMovingAvg_28/sub
ExponentialMovingAverage/AssignMovingAvg_28/sub/x
ExponentialMovingAverage/AssignMovingAvg_28/sub_1
ExponentialMovingAverage/AssignMovingAvg_29
ExponentialMovingAverage/AssignMovingAvg_29/mul
ExponentialMovingAverage/AssignMovingAvg_29/sub
ExponentialMovingAverage/AssignMovingAvg_29/sub/x
ExponentialMovingAverage/AssignMovingAvg_29/sub_1
ExponentialMovingAverage/AssignMovingAvg_3
ExponentialMovingAverage/AssignMovingAvg_3/mul
ExponentialMovingAverage/AssignMovingAvg_3/sub
ExponentialMovingAverage/AssignMovingAvg_3/sub/x
ExponentialMovingAverage/AssignMovingAvg_3/sub_1
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vgg_16/conv3/conv3_1/weights/Initializer/random_uniform/max
vgg_16/conv3/conv3_1/weights/Initializer/random_uniform/min
vgg_16/conv3/conv3_1/weights/Initializer/random_uniform/mul
vgg_16/conv3/conv3_1/weights/Initializer/random_uniform/shape
vgg_16/conv3/conv3_1/weights/Initializer/random_uniform/sub
vgg_16/conv3/conv3_2/biases/Adam/read
vgg_16/conv3/conv3_2/biases/Adam_1/read
vgg_16/conv3/conv3_2/biases/ExponentialMovingAverage
vgg_16/conv3/conv3_2/biases/ExponentialMovingAverage/IsVariableInitialized
vgg_16/conv3/conv3_2/biases/ExponentialMovingAverage/cond/Switch
vgg_16/conv3/conv3_2/biases/ExponentialMovingAverage/cond/switch_f
vgg_16/conv3/conv3_2/biases/ExponentialMovingAverage/cond/switch_t
vgg_16/conv3/conv3_2/biases/ExponentialMovingAverage/read
vgg_16/conv3/conv3_2/biases/Initializer/zeros
vgg_16/conv3/conv3_2/weights/Adam/read
vgg_16/conv3/conv3_2/weights/Adam_1/read
vgg_16/conv3/conv3_2/weights/ExponentialMovingAverage
vgg_16/conv3/conv3_2/weights/ExponentialMovingAverage/IsVariableInitialized
vgg_16/conv3/conv3_2/weights/ExponentialMovingAverage/cond/Switch
vgg_16/conv3/conv3_2/weights/ExponentialMovingAverage/cond/switch_f
vgg_16/conv3/conv3_2/weights/ExponentialMovingAverage/cond/switch_t
vgg_16/conv3/conv3_2/weights/ExponentialMovingAverage/read
vgg_16/conv3/conv3_2/weights/Initializer/random_uniform
vgg_16/conv3/conv3_2/weights/Initializer/random_uniform/RandomUniform
vgg_16/conv3/conv3_2/weights/Initializer/random_uniform/max
vgg_16/conv3/conv3_2/weights/Initializer/random_uniform/min
vgg_16/conv3/conv3_2/weights/Initializer/random_uniform/mul
vgg_16/conv3/conv3_2/weights/Initializer/random_uniform/shape
vgg_16/conv3/conv3_2/weights/Initializer/random_uniform/sub
vgg_16/conv3/conv3_3/biases/Adam/read
vgg_16/conv3/conv3_3/biases/Adam_1/read
vgg_16/conv3/conv3_3/biases/ExponentialMovingAverage
vgg_16/conv3/conv3_3/biases/ExponentialMovingAverage/IsVariableInitialized
vgg_16/conv3/conv3_3/biases/ExponentialMovingAverage/cond/Switch
vgg_16/conv3/conv3_3/biases/ExponentialMovingAverage/cond/switch_f
vgg_16/conv3/conv3_3/biases/ExponentialMovingAverage/cond/switch_t
vgg_16/conv3/conv3_3/biases/ExponentialMovingAverage/read
vgg_16/conv3/conv3_3/biases/Initializer/zeros
vgg_16/conv3/conv3_3/weights/Adam/read
vgg_16/conv3/conv3_3/weights/Adam_1/read
vgg_16/conv3/conv3_3/weights/ExponentialMovingAverage
vgg_16/conv3/conv3_3/weights/ExponentialMovingAverage/IsVariableInitialized
vgg_16/conv3/conv3_3/weights/ExponentialMovingAverage/cond/Switch
vgg_16/conv3/conv3_3/weights/ExponentialMovingAverage/cond/switch_f
vgg_16/conv3/conv3_3/weights/ExponentialMovingAverage/cond/switch_t
vgg_16/conv3/conv3_3/weights/ExponentialMovingAverage/read
vgg_16/conv3/conv3_3/weights/Initializer/random_uniform
vgg_16/conv3/conv3_3/weights/Initializer/random_uniform/RandomUniform
vgg_16/conv3/conv3_3/weights/Initializer/random_uniform/max
vgg_16/conv3/conv3_3/weights/Initializer/random_uniform/min
vgg_16/conv3/conv3_3/weights/Initializer/random_uniform/mul
vgg_16/conv3/conv3_3/weights/Initializer/random_uniform/shape
vgg_16/conv3/conv3_3/weights/Initializer/random_uniform/sub
vgg_16/conv4/conv4_1/biases/Adam/read
vgg_16/conv4/conv4_1/biases/Adam_1/read
vgg_16/conv4/conv4_1/biases/ExponentialMovingAverage
vgg_16/conv4/conv4_1/biases/ExponentialMovingAverage/IsVariableInitialized
vgg_16/conv4/conv4_1/biases/ExponentialMovingAverage/cond/Switch
vgg_16/conv4/conv4_1/biases/ExponentialMovingAverage/cond/switch_f
vgg_16/conv4/conv4_1/biases/ExponentialMovingAverage/cond/switch_t
vgg_16/conv4/conv4_1/biases/ExponentialMovingAverage/read
vgg_16/conv4/conv4_1/biases/Initializer/zeros
vgg_16/conv4/conv4_1/weights/Adam/read
vgg_16/conv4/conv4_1/weights/Adam_1/read
vgg_16/conv4/conv4_1/weights/ExponentialMovingAverage
vgg_16/conv4/conv4_1/weights/ExponentialMovingAverage/IsVariableInitialized
vgg_16/conv4/conv4_1/weights/ExponentialMovingAverage/cond/Switch
vgg_16/conv4/conv4_1/weights/ExponentialMovingAverage/cond/switch_f
vgg_16/conv4/conv4_1/weights/ExponentialMovingAverage/cond/switch_t
vgg_16/conv4/conv4_1/weights/ExponentialMovingAverage/read
vgg_16/conv4/conv4_1/weights/Initializer/random_uniform
vgg_16/conv4/conv4_1/weights/Initializer/random_uniform/RandomUniform
vgg_16/conv4/conv4_1/weights/Initializer/random_uniform/max
vgg_16/conv4/conv4_1/weights/Initializer/random_uniform/min
vgg_16/conv4/conv4_1/weights/Initializer/random_uniform/mul
vgg_16/conv4/conv4_1/weights/Initializer/random_uniform/shape
vgg_16/conv4/conv4_1/weights/Initializer/random_uniform/sub
vgg_16/conv4/conv4_2/biases/Adam/read
vgg_16/conv4/conv4_2/biases/Adam_1/read
vgg_16/conv4/conv4_2/biases/ExponentialMovingAverage
vgg_16/conv4/conv4_2/biases/ExponentialMovingAverage/IsVariableInitialized
vgg_16/conv4/conv4_2/biases/ExponentialMovingAverage/cond/Switch
vgg_16/conv4/conv4_2/biases/ExponentialMovingAverage/cond/switch_f
vgg_16/conv4/conv4_2/biases/ExponentialMovingAverage/cond/switch_t
vgg_16/conv4/conv4_2/biases/ExponentialMovingAverage/read
vgg_16/conv4/conv4_2/biases/Initializer/zeros
vgg_16/conv4/conv4_2/weights/Adam/read
vgg_16/conv4/conv4_2/weights/Adam_1/read
vgg_16/conv4/conv4_2/weights/ExponentialMovingAverage
vgg_16/conv4/conv4_2/weights/ExponentialMovingAverage/IsVariableInitialized
vgg_16/conv4/conv4_2/weights/ExponentialMovingAverage/cond/Switch
vgg_16/conv4/conv4_2/weights/ExponentialMovingAverage/cond/switch_f
vgg_16/conv4/conv4_2/weights/ExponentialMovingAverage/cond/switch_t
vgg_16/conv4/conv4_2/weights/ExponentialMovingAverage/read
vgg_16/conv4/conv4_2/weights/Initializer/random_uniform
vgg_16/conv4/conv4_2/weights/Initializer/random_uniform/RandomUniform
vgg_16/conv4/conv4_2/weights/Initializer/random_uniform/max
vgg_16/conv4/conv4_2/weights/Initializer/random_uniform/min
vgg_16/conv4/conv4_2/weights/Initializer/random_uniform/mul
vgg_16/conv4/conv4_2/weights/Initializer/random_uniform/shape
vgg_16/conv4/conv4_2/weights/Initializer/random_uniform/sub
vgg_16/conv4/conv4_3/biases/Adam/read
vgg_16/conv4/conv4_3/biases/Adam_1/read
vgg_16/conv4/conv4_3/biases/ExponentialMovingAverage
vgg_16/conv4/conv4_3/biases/ExponentialMovingAverage/IsVariableInitialized
vgg_16/conv4/conv4_3/biases/ExponentialMovingAverage/cond/Switch
vgg_16/conv4/conv4_3/biases/ExponentialMovingAverage/cond/switch_f
vgg_16/conv4/conv4_3/biases/ExponentialMovingAverage/cond/switch_t
vgg_16/conv4/conv4_3/biases/ExponentialMovingAverage/read
vgg_16/conv4/conv4_3/biases/Initializer/zeros
vgg_16/conv4/conv4_3/weights/Adam/read
vgg_16/conv4/conv4_3/weights/Adam_1/read
vgg_16/conv4/conv4_3/weights/ExponentialMovingAverage
vgg_16/conv4/conv4_3/weights/ExponentialMovingAverage/IsVariableInitialized
vgg_16/conv4/conv4_3/weights/ExponentialMovingAverage/cond/Switch
vgg_16/conv4/conv4_3/weights/ExponentialMovingAverage/cond/switch_f
vgg_16/conv4/conv4_3/weights/ExponentialMovingAverage/cond/switch_t
vgg_16/conv4/conv4_3/weights/ExponentialMovingAverage/read
vgg_16/conv4/conv4_3/weights/Initializer/random_uniform
vgg_16/conv4/conv4_3/weights/Initializer/random_uniform/RandomUniform
vgg_16/conv4/conv4_3/weights/Initializer/random_uniform/max
vgg_16/conv4/conv4_3/weights/Initializer/random_uniform/min
vgg_16/conv4/conv4_3/weights/Initializer/random_uniform/mul
vgg_16/conv4/conv4_3/weights/Initializer/random_uniform/shape
vgg_16/conv4/conv4_3/weights/Initializer/random_uniform/sub
vgg_16/conv5/conv5_1/biases/Adam/read
vgg_16/conv5/conv5_1/biases/Adam_1/read
vgg_16/conv5/conv5_1/biases/ExponentialMovingAverage
vgg_16/conv5/conv5_1/biases/ExponentialMovingAverage/IsVariableInitialized
vgg_16/conv5/conv5_1/biases/ExponentialMovingAverage/cond/Switch
vgg_16/conv5/conv5_1/biases/ExponentialMovingAverage/cond/switch_f
vgg_16/conv5/conv5_1/biases/ExponentialMovingAverage/cond/switch_t
vgg_16/conv5/conv5_1/biases/ExponentialMovingAverage/read
vgg_16/conv5/conv5_1/biases/Initializer/zeros
vgg_16/conv5/conv5_1/weights/Adam/read
vgg_16/conv5/conv5_1/weights/Adam_1/read
vgg_16/conv5/conv5_1/weights/ExponentialMovingAverage
vgg_16/conv5/conv5_1/weights/ExponentialMovingAverage/IsVariableInitialized
vgg_16/conv5/conv5_1/weights/ExponentialMovingAverage/cond/Switch
vgg_16/conv5/conv5_1/weights/ExponentialMovingAverage/cond/switch_f
vgg_16/conv5/conv5_1/weights/ExponentialMovingAverage/cond/switch_t
vgg_16/conv5/conv5_1/weights/ExponentialMovingAverage/read
vgg_16/conv5/conv5_1/weights/Initializer/random_uniform
vgg_16/conv5/conv5_1/weights/Initializer/random_uniform/RandomUniform
vgg_16/conv5/conv5_1/weights/Initializer/random_uniform/max
vgg_16/conv5/conv5_1/weights/Initializer/random_uniform/min
vgg_16/conv5/conv5_1/weights/Initializer/random_uniform/mul
vgg_16/conv5/conv5_1/weights/Initializer/random_uniform/shape
vgg_16/conv5/conv5_1/weights/Initializer/random_uniform/sub
vgg_16/conv5/conv5_2/biases/Adam/read
vgg_16/conv5/conv5_2/biases/Adam_1/read
vgg_16/conv5/conv5_2/biases/ExponentialMovingAverage
vgg_16/conv5/conv5_2/biases/ExponentialMovingAverage/IsVariableInitialized
vgg_16/conv5/conv5_2/biases/ExponentialMovingAverage/cond/Switch
vgg_16/conv5/conv5_2/biases/ExponentialMovingAverage/cond/switch_f
vgg_16/conv5/conv5_2/biases/ExponentialMovingAverage/cond/switch_t
vgg_16/conv5/conv5_2/biases/ExponentialMovingAverage/read
vgg_16/conv5/conv5_2/biases/Initializer/zeros
vgg_16/conv5/conv5_2/weights/Adam/read
vgg_16/conv5/conv5_2/weights/Adam_1/read
vgg_16/conv5/conv5_2/weights/ExponentialMovingAverage
vgg_16/conv5/conv5_2/weights/ExponentialMovingAverage/IsVariableInitialized
vgg_16/conv5/conv5_2/weights/ExponentialMovingAverage/cond/Switch
vgg_16/conv5/conv5_2/weights/ExponentialMovingAverage/cond/switch_f
vgg_16/conv5/conv5_2/weights/ExponentialMovingAverage/cond/switch_t
vgg_16/conv5/conv5_2/weights/ExponentialMovingAverage/read
vgg_16/conv5/conv5_2/weights/Initializer/random_uniform
vgg_16/conv5/conv5_2/weights/Initializer/random_uniform/RandomUniform
vgg_16/conv5/conv5_2/weights/Initializer/random_uniform/max
vgg_16/conv5/conv5_2/weights/Initializer/random_uniform/min
vgg_16/conv5/conv5_2/weights/Initializer/random_uniform/mul
vgg_16/conv5/conv5_2/weights/Initializer/random_uniform/shape
vgg_16/conv5/conv5_2/weights/Initializer/random_uniform/sub
vgg_16/conv5/conv5_3/biases/Adam/read
vgg_16/conv5/conv5_3/biases/Adam_1/read
vgg_16/conv5/conv5_3/biases/ExponentialMovingAverage
vgg_16/conv5/conv5_3/biases/ExponentialMovingAverage/IsVariableInitialized
vgg_16/conv5/conv5_3/biases/ExponentialMovingAverage/cond/Switch
vgg_16/conv5/conv5_3/biases/ExponentialMovingAverage/cond/switch_f
vgg_16/conv5/conv5_3/biases/ExponentialMovingAverage/cond/switch_t
vgg_16/conv5/conv5_3/biases/ExponentialMovingAverage/read
vgg_16/conv5/conv5_3/biases/Initializer/zeros
vgg_16/conv5/conv5_3/weights/Adam/read
vgg_16/conv5/conv5_3/weights/Adam_1/read
vgg_16/conv5/conv5_3/weights/ExponentialMovingAverage
vgg_16/conv5/conv5_3/weights/ExponentialMovingAverage/IsVariableInitialized
vgg_16/conv5/conv5_3/weights/ExponentialMovingAverage/cond/Switch
vgg_16/conv5/conv5_3/weights/ExponentialMovingAverage/cond/switch_f
vgg_16/conv5/conv5_3/weights/ExponentialMovingAverage/cond/switch_t
vgg_16/conv5/conv5_3/weights/ExponentialMovingAverage/read
vgg_16/conv5/conv5_3/weights/Initializer/random_uniform
vgg_16/conv5/conv5_3/weights/Initializer/random_uniform/RandomUniform
vgg_16/conv5/conv5_3/weights/Initializer/random_uniform/max
vgg_16/conv5/conv5_3/weights/Initializer/random_uniform/min
vgg_16/conv5/conv5_3/weights/Initializer/random_uniform/mul
vgg_16/conv5/conv5_3/weights/Initializer/random_uniform/shape
vgg_16/conv5/conv5_3/weights/Initializer/random_uniform/sub
[ 2019-03-08 16:44:13,004 ] [ DEBUG ] [ eliminate:64 ] The following nodes are seeded as output reachable:
Adam/sink_port_0
Merge/MergeSummary/sink_port_0
model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/ExpandDims_1/sink_port_0
model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/ExpandDims_3/sink_port_0
model_0/BiLSTM/bidirectional_rnn/bw/bw/while/Exit/sink_port_0
model_0/BiLSTM/bidirectional_rnn/bw/bw/zeros/sink_port_0
model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/ExpandDims_1/sink_port_0
model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/ExpandDims_3/sink_port_0
model_0/BiLSTM/bidirectional_rnn/fw/fw/while/Exit/sink_port_0
model_0/BiLSTM/bidirectional_rnn/fw/fw/zeros/sink_port_0
model_0/cls_prob/sink_port_0
model_0/gradients/AddN/sink_port_0
model_0/gradients/b_count_3/sink_port_0
model_0/gradients/b_count_7/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_1_grad/Sum/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/LSTMCellZeroState/zeros_grad/Sum/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/Enter_1_grad/Exit/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/add_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/concat_grad/Shape/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros_1_grad/Sum/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/LSTMCellZeroState/zeros_grad/Sum/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/TensorArrayUnstack/TensorArrayScatter/TensorArrayScatterV3_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/Enter_1_grad/Exit/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/add_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/concat_grad/Shape/sink_port_0
model_0/gradients/model_0/BiLSTM/concat_grad/Shape/sink_port_0
model_0/gradients/model_0/Reshape_6_grad/Reshape/sink_port_0
model_0/gradients/model_0/Reshape_7_grad/Reshape/sink_port_0
model_0/gradients/model_0/Reshape_8_grad/Reshape/sink_port_0
model_0/gradients/model_0/Sum_2_grad/Tile/sink_port_0
model_0/gradients/model_0/add_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/smooth_l1_dist/mul_1_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/smooth_l1_dist/mul_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/smooth_l1_dist/sub_1_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/smooth_l1_dist/sub_grad/tuple/control_dependency_1/sink_port_0
model_0/gradients/model_0/vgg_16/conv1/conv1_1/Conv2D_grad/tuple/control_dependency/sink_port_0
model_0/gradients/zeros_like/sink_port_0
....................................................... model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/MatMul_grad/MatMul_1/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/mul_2_grad/mul_1/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/mul_2_grad/mul/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPopV2_1
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2_1
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/concat_grad/ShapeN/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/mul_1_grad/mul_1/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/mul_2_grad/mul/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/mul_1_grad/mul/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/add_grad/BroadcastGradientArgs/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPopV2_1
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/MatMul_grad/MatMul_1/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/mul_2_grad/mul_1/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/concat_grad/ShapeN/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/mul_1_grad/mul_1/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/add_grad/BroadcastGradientArgs/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2_1
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/mul_1_grad/mul/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/mul_grad/mul/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/mul_grad/mul_1/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/concat_grad/ShapeN/StackPopV2_1
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2_1
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/mul_1_grad/BroadcastGradientArgs/StackPopV2_1
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/TensorArrayWrite/TensorArrayWriteV3_grad/TensorArrayReadV3/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/mul_grad/mul/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/mul_grad/mul_1/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/mul_2_grad/BroadcastGradientArgs/StackPopV2_1
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/add_1_grad/BroadcastGradientArgs/StackPopV2
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/mul_grad/BroadcastGradientArgs/StackPopV2_1
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/concat_grad/ShapeN/StackPopV2_1
[ WARNING ] NotEqual (1)
[ WARNING ] model_0/NotEqual
[ WARNING ] Size (5)
[ WARNING ] model_0/gradients/model_0/Gather_grad/Size
[ WARNING ] model_0/gradients/model_0/Gather_2_grad/Size
[ WARNING ] model_0/gradients/model_0/Gather_3_grad/Size
[ WARNING ] model_0/gradients/model_0/Gather_4_grad/Size
[ WARNING ] model_0/gradients/model_0/Gather_5_grad/Size
[ WARNING ] Where (1)
[ WARNING ] model_0/Where
[ WARNING ] ConcatOffset (3)
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/concat_grad/ConcatOffset
[ WARNING ] model_0/gradients/model_0/BiLSTM/concat_grad/ConcatOffset
[ WARNING ] model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/concat_grad/ConcatOffset
[ WARNING ] PreventGradient (1)
[ WARNING ] model_0/gradients/model_0/SparseSoftmaxCrossEntropyWithLogits/SparseSoftmaxCrossEntropyWithLogits_grad/PreventGradient
[ 2019-03-08 16:44:15,086 ] [ DEBUG ] [ class_registration:91 ] Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIMaskRCNNSigmoidReplacement'> will be run after <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIMaskRCNNROIPoolingSecondReplacement'>
[ 2019-03-08 16:44:15,086 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIOutputReplacement'> will be run before <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPreprocessorReplacement'>
[ 2019-03-08 16:44:15,086 ] [ DEBUG ] [ class_registration:91 ] Replacer <class 'extensions.front.tf.YOLO.YoloRegionAddon'> will be run after <class 'extensions.front.no_op_eraser.NoOpEraser'>
[ 2019-03-08 16:44:15,087 ] [ DEBUG ] [ class_registration:91 ] Replacer <class 'extensions.front.tf.YOLO.YoloRegionAddon'> will be run after <class 'extensions.front.standalone_const_eraser.StandaloneConstEraser'>
[ 2019-03-08 16:44:15,087 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.SSDToolboxDetectionOutput.SSDToolboxDetectionOutputReplacement'> will be run before <class 'extensions.front.standalone_const_eraser.StandaloneConstEraser'>
[ 2019-03-08 16:44:15,087 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPISSDPostprocessorReplacement'> will be run before <class 'mo.ops.div.Div'>
[ 2019-03-08 16:44:15,087 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPISSDPostprocessorReplacement'> will be run before <class 'extensions.front.standalone_const_eraser.StandaloneConstEraser'>
[ 2019-03-08 16:44:15,087 ] [ DEBUG ] [ class_registration:91 ] Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPISSDPostprocessorReplacement'> will be run after <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPreprocessorReplacement'>
[ 2019-03-08 16:44:15,087 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIProposalReplacement'> will be run before <class 'extensions.front.sub.Sub'>
[ 2019-03-08 16:44:15,087 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIProposalReplacement'> will be run before <class 'extensions.front.tf.CropAndResizeReplacement.CropAndResizeReplacement'>
[ 2019-03-08 16:44:15,088 ] [ DEBUG ] [ class_registration:91 ] Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIProposalReplacement'> will be run after <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPreprocessorReplacement'>
[ 2019-03-08 16:44:15,088 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPreprocessorReplacement'> will be run before <class 'extensions.front.Pack.Pack'>
[ 2019-03-08 16:44:15,088 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPreprocessorReplacement'> will be run before <class 'extensions.front.sub.Sub'>
[ 2019-03-08 16:44:15,088 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'> will be run before <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIMaskRCNNROIPoolingSecondReplacement'>
[ 2019-03-08 16:44:15,088 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'> will be run before <class 'extensions.front.tf.Unpack.Unpack'>
[ 2019-03-08 16:44:15,088 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'> will be run before <class 'extensions.front.sub.Sub'>
[ 2019-03-08 16:44:15,088 ] [ DEBUG ] [ class_registration:91 ] Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'> will be run after <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIProposalReplacement'>
[ 2019-03-08 16:44:15,088 ] [ DEBUG ] [ class_registration:91 ] Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'> will be run after <class 'extensions.front.tf.CropAndResizeReplacement.CropAndResizeReplacement'>
[ 2019-03-08 16:44:15,088 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.nearest_neighbor_upsampling.NearestNeighborUpsampling'> will be run before <class 'extensions.front.Pack.Pack'>
[ 2019-03-08 16:44:15,088 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.prelu.PReLUWithAbs'> will be run before <class 'extensions.front.sub.Sub'>
[ 2019-03-08 16:44:15,088 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.mvn.MVN'> will be run before <class 'extensions.front.squared_difference.SquaredDifference'>
[ 2019-03-08 16:44:15,088 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.mvn_unrolled.MVNUnrolled'> will be run before <class 'extensions.front.squared_difference.SquaredDifference'>
[ 2019-03-08 16:44:15,088 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.mvn_unrolled.MVNUnrolled'> will be run before <class 'mo.ops.div.Div'>
[ 2019-03-08 16:44:15,088 ] [ DEBUG ] [ class_registration:88 ] Replacer <class 'extensions.front.tf.mvn_unrolled.MVNUnrolled'> will be run before <class 'extensions.front.sub.Sub'>
[ 2019-03-08 16:44:15,088 ] [ DEBUG ] [ class_registration:111 ] Run replacer <class 'extensions.front.tf.RetinaNetFilteredDetectionsReplacement.RetinaNetFilteredDetectionsReplacement'>
[ WARNING ] Configuration file for custom replacement with id 'RetinaNetFilteredDetectionsReplacement' doesn't exist
[ INFO ] Failed to find custom replacement description with id 'RetinaNetFilteredDetectionsReplacement'
[ 2019-03-08 16:44:15,089 ] [ DEBUG ] [ class_registration:111 ] Run replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIOutputReplacement'>
[ WARNING ] Configuration file for custom replacement with id 'ObjectDetectionAPIOutputReplacement' doesn't exist
[ INFO ] Failed to find custom replacement description with id 'ObjectDetectionAPIOutputReplacement'
[ 2019-03-08 16:44:15,089 ] [ DEBUG ] [ class_registration:111 ] Run replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPreprocessorReplacement'>
[ WARNING ] Configuration file for custom replacement with id 'ObjectDetectionAPIPreprocessorReplacement' doesn't exist
[ INFO ] Failed to find custom replacement description with id 'ObjectDetectionAPIPreprocessorReplacement'
[ 2019-03-08 16:44:15,089 ] [ DEBUG ] [ class_registration:111 ] Run replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIProposalReplacement'>
[ WARNING ] Configuration file for custom replacement with id 'ObjectDetectionAPIProposalReplacement' doesn't exist
[ INFO ] Failed to find custom replacement description with id 'ObjectDetectionAPIProposalReplacement'
[ 2019-03-08 16:44:15,089 ] [ DEBUG ] [ class_registration:111 ] Run replacer <class 'extensions.front.tf.CropAndResizeReplacement.CropAndResizeReplacement'>
[ 2019-03-08 16:44:15,139 ] [ DEBUG ] [ class_registration:111 ] Run replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'>
[ WARNING ] Configuration file for custom replacement with id 'ObjectDetectionAPIDetectionOutputReplacement' doesn't exist
[ INFO ] Failed to find custom replacement description with id 'ObjectDetectionAPIDetectionOutputReplacement'
[ 2019-03-08 16:44:15,139 ] [ DEBUG ] [ class_registration:111 ] Run replacer <class 'extensions.front.tf.Unpack.Unpack'>
[ 2019-03-08 16:44:15,189 ] [ DEBUG ] [ class_registration:111 ] Run replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIMaskRCNNROIPoolingSecondReplacement'>
[ WARNING ] Configuration file for custom replacement with id 'ObjectDetectionAPIMaskRCNNROIPoolingSecondReplacement' doesn't exist
[ INFO ] Failed to find custom replacement description with id 'ObjectDetectionAPIMaskRCNNROIPoolingSecondReplacement'
[ 2019-03-08 16:44:15,190 ] [ DEBUG ] [ class_registration:111 ] Run replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIMaskRCNNSigmoidReplacement'>
[ WARNING ] Configuration file for custom replacement with id 'ObjectDetectionAPIMaskRCNNSigmoidReplacement' doesn't exist
[ INFO ] Failed to find custom replacement description with id 'ObjectDetectionAPIMaskRCNNSigmoidReplacement'
[ 2019-03-08 16:44:15,190 ] [ DEBUG ] [ class_registration:111 ] Run replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPISSDPostprocessorReplacement'>
[ WARNING ] Configuration file for custom replacement with id 'ObjectDetectionAPISSDPostprocessorReplacement' doesn't exist
[ INFO ] Failed to find custom replacement description with id 'ObjectDetectionAPISSDPostprocessorReplacement'
[ 2019-03-08 16:44:15,190 ] [ DEBUG ] [ class_registration:111 ] Run replacer <class 'extensions.front.tf.fifo_replacer.FIFOQueue'>
[ 2019-03-08 16:44:15,243 ] [ DEBUG ] [ class_registration:111 ] Run replacer <class 'extensions.front.eltwise_n.EltwiseNReplacement'>
[ 2019-03-08 16:44:15,291 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_12/sum_1 to Adam/update_vgg_16/conv4/conv4_2/weights/ApplyAdam with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 9, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_12', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,291 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_12']
[ 2019-03-08 16:44:15,292 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_10/sum_1 to Adam/update_vgg_16/conv5/conv5_1/weights/ApplyAdam with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 9, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_10', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,292 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_10']
[ 2019-03-08 16:44:15,292 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_1/sum_1 to model_0/gradients/model_0/mul_grad/mul with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 0, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_1', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,292 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_1/sum_1 to model_0/gradients/model_0/mul_grad/mul_1 with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 1, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_1', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,293 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_1']
[ 2019-03-08 16:44:15,293 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_15/sum_1 to Adam/update_vgg_16/conv3/conv3_2/weights/ApplyAdam with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 9, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_15', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,293 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_15']
[ 2019-03-08 16:44:15,293 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN/sum_1 to model_0/gradients/AddN/sink_port_0 with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'permutation'], 'in': 0, 'fw_tensor_debug_info': [('model_0/gradients/AddN', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,294 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN']
[ 2019-03-08 16:44:15,294 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_18/sum_1 to Adam/update_vgg_16/conv2/conv2_1/weights/ApplyAdam with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 9, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_18', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,294 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_18']
[ 2019-03-08 16:44:15,294 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_14/sum_1 to Adam/update_vgg_16/conv3/conv3_3/weights/ApplyAdam with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 9, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_14', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,295 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_14']
[ 2019-03-08 16:44:15,295 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_4/sum_1 to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/mul_2_grad/mul with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 0, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_4', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,295 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_4/sum_1 to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/mul_2_grad/mul_1 with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 1, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_4', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,295 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_4']
[ 2019-03-08 16:44:15,296 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_7/sum_1 to model_0/gradients/model_0/BiLSTM/Reshape_grad/Reshape with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 0, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_7', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,296 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_7']
[ 2019-03-08 16:44:15,296 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_5/sum_1 to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/add_1_grad/Sum with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 0, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_5', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,296 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_5/sum_1 to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/add_1_grad/Sum_1 with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 0, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_5', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,297 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_5']
[ 2019-03-08 16:44:15,297 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_2/sum_1 to model_0/gradients/model_0/BiLSTM/Reshape_2_grad/Reshape with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 0, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_2', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,297 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_2']
[ 2019-03-08 16:44:15,298 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_16/sum_1 to Adam/update_vgg_16/conv3/conv3_1/weights/ApplyAdam with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 9, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_16', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,298 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_16']
[ 2019-03-08 16:44:15,298 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_3/sum_1 to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/mul_2_grad/mul with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 0, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_3', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,298 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_3/sum_1 to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/fw/fw/while/fw/lstm_cell/mul_2_grad/mul_1 with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 1, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_3', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,299 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_3']
[ 2019-03-08 16:44:15,299 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_19/sum_1 to Adam/update_vgg_16/conv1/conv1_2/weights/ApplyAdam with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 9, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_19', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,299 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_19']
[ 2019-03-08 16:44:15,299 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_6/sum_1 to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/add_1_grad/Sum_1 with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 0, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_6', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,300 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_6/sum_1 to model_0/gradients/model_0/BiLSTM/bidirectional_rnn/bw/bw/while/bw/lstm_cell/add_1_grad/Sum with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 0, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_6', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,300 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_6']
[ 2019-03-08 16:44:15,300 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_9/sum_1 to Adam/update_vgg_16/conv5/conv5_2/weights/ApplyAdam with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 9, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_9', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,300 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_9']
[ 2019-03-08 16:44:15,302 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/AddN/sum_12 to model_0/add_2 with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 0, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/AddN', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,303 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/AddN']
[ 2019-03-08 16:44:15,303 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_20/sum_1 to Adam/update_vgg_16/conv1/conv1_1/weights/ApplyAdam with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 9, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_20', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,303 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_20']
[ 2019-03-08 16:44:15,304 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_8/sum_1 to Adam/update_vgg_16/conv5/conv5_3/weights/ApplyAdam with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 9, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_8', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,304 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_8']
[ 2019-03-08 16:44:15,304 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_17/sum_1 to Adam/update_vgg_16/conv2/conv2_2/weights/ApplyAdam with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 9, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_17', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,305 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_17']
[ 2019-03-08 16:44:15,305 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_13/sum_1 to Adam/update_vgg_16/conv4/conv4_1/weights/ApplyAdam with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 9, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_13', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,305 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_13']
[ 2019-03-08 16:44:15,306 ] [ DEBUG ] [ replacement:89 ] Created edge from model_0/gradients/AddN_11/sum_1 to Adam/update_vgg_16/conv4/conv4_3/weights/ApplyAdam with attrs: {'out': 0, 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 9, 'control_flow_edge': False, 'fw_tensor_debug_info': [('model_0/gradients/AddN_11', 0)], 'data_attrs': ['fw_tensor_debug_info']}
[ 2019-03-08 16:44:15,306 ] [ DEBUG ] [ replacement:197 ] Removing nodes: ['model_0/gradients/AddN_11']
[ 2019-03-08 16:44:15,311 ] [ DEBUG ] [ class_registration:111 ] Run replacer <class 'extensions.front.tf.BlockLSTM.BlockLSTM'>
[ 2019-03-08 16:44:15,363 ] [ DEBUG ] [ class_registration:111 ] Run replacer <class 'extensions.front.LRNReplacer.LRNReplacer'>
[ 2019-03-08 16:44:15,416 ] [ DEBUG ] [ class_registration:111 ] Run replacer <class 'extensions.front.image_scaler.ImageScaler'>
[ 2019-03-08 16:44:15,466 ] [ DEBUG ] [ class_registration:111 ] Run replacer <class 'extensions.front.tf.assign_elimination.AssignAddElimination'>
[ ERROR ] Exception occurred during running replacer "None" (<class 'extensions.front.tf.assign_elimination.AssignAddElimination'>): Data flow edge coming out of AssignAdd node Adam
[ 2019-03-08 16:44:15,591 ] [ DEBUG ] [ main:331 ] Traceback (most recent call last):
File "/opt/intel/computer_vision_sdk_2018.5.455/deployment_tools/model_optimizer/mo/utils/class_registration.py", line 114, in apply_replacements
replacer.find_and_replace_pattern(graph)
File "/opt/intel/computer_vision_sdk_2018.5.455/deployment_tools/model_optimizer/mo/front/common/replacement.py", line 125, in find_and_replace_pattern
apply_pattern(graph, action=self.replace_sub_graph, **self.pattern())
File "/opt/intel/computer_vision_sdk_2018.5.455/deployment_tools/model_optimizer/mo/middle/pattern_match.py", line 95, in apply_pattern
action(graph, match)
File "/opt/intel/computer_vision_sdk_2018.5.455/deployment_tools/model_optimizer/extensions/front/tf/assign_elimination.py", line 67, in replace_sub_graph
raise Error('Data flow edge coming out of AssignAdd node {}'.format(node.id))
mo.utils.error.Error: Data flow edge coming out of AssignAdd node Adam
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/opt/intel/computer_vision_sdk_2018.5.455/deployment_tools/model_optimizer/mo/main.py", line 325, in main
return driver(argv)
File "/opt/intel/computer_vision_sdk_2018.5.455/deployment_tools/model_optimizer/mo/main.py", line 267, in driver
mean_scale_values=mean_scale)
File "/opt/intel/computer_vision_sdk_2018.5.455/deployment_tools/model_optimizer/mo/pipeline/tf.py", line 248, in tf2nx
class_registration.apply_replacements(graph, class_registration.ClassType.FRONT_REPLACER)
File "/opt/intel/computer_vision_sdk_2018.5.455/deployment_tools/model_optimizer/mo/utils/class_registration.py", line 121, in apply_replacements
)) from err
mo.utils.error.Error: Exception occurred during running replacer "None" (<class 'extensions.front.tf.assign_elimination.AssignAddElimination'>): Data flow edge coming out of AssignAdd node Adam
The text was updated successfully, but these errors were encountered: