Hi Pascal,

Puchtler__Pascal · ‎03-17-2020

Good morning,

i have realized a transferlearning with the Tensorflow Object Detection Api ( https://github.com/tensorflow/models/tree/master/research/object_detection)

Now I want to run this neural network on an NCS2.

The transformation to a tfLite works very good. So the chekpoints are correct.

From the available checkpoint i create a inferenceGraph with the command:

python object_detection/export_inference_praph.py --input_type image_tensor --pipeline_config_path C:/transfer-learning/model/faster_rcnn_inception_v2_coco_2018_01_28/pipeline.config --trained_checkpoint_prefix=C:/working/model/model.ckpt-123 --output_directory=C:/autonomous-driving/working/inferenceGraph/ --input_shape=1,320,320,3 --write_inference_graph=True

After that i want to to create a optimized model with the command:

C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer>python mo_tf.py --output_dir C:/working/NcsModel/ --log_level DEBUG --input_model C:/working/inferenceGraph/frozen_inference_graph.pb --transformations_config "C:/Program Files (x86)/IntelSWTools/openvino_2020.1.033/deployment_tools/model_optimizer/extensions/front/tf/faster_rcnn_support.json" --tensorflow_object_detection_api_pipeline_config C:/working/inferenceGraph/pipeline.config

This is the shown config:

Model Optimizer arguments:
Common parameters:
        - Path to the Input Model:      C:/working/inferenceGraph/frozen_inference_graph.pb
        - Path for generated IR:        C:/working/NcsModel/
        - IR output name:       frozen_inference_graph
        - 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
        - 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:  C:/working/inferenceGraph/pipeline.config
        - Operations to offload:        None
        - Patterns to offload:  None
        - Use the config file:  None
Model Optimizer version:        2020.1.0-61-gd349c3ba4a

This crasches with The following error:

[ ERROR ]  Exception occurred during running replacer "ObjectDetectionAPIDetectionOutputReplacement" (<class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'>): Found the following nodes '[]' with name 'crop_proposals' but there should be exactly 1. Looks like ObjectDetectionAPIProposalReplacement replacement didn't work.
[ 2020-03-17 08:59:51,492 ] [ DEBUG ] [ main:324 ]  Traceback (most recent call last):
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\utils\class_registration.py", line 287, in apply_transform
    for_graph_and_each_sub_graph_recursively(graph, replacer.find_and_replace_pattern)
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\middle\pattern_match.py", line 58, in for_graph_and_each_sub_graph_recursively
    func(graph)
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\front\tf\replacement.py", line 95, in find_and_replace_pattern
    self.replace_sub_graph(graph, match)
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\front\common\replacement.py", line 140, in replace_sub_graph
    new_sub_graph = self.generate_sub_graph(graph, match)  # pylint: disable=assignment-from-no-return
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\extensions\front\tf\ObjectDetectionAPI.py", line 662, in generate_sub_graph
    format(proposal_nodes_ids))
mo.utils.error.Error: Found the following nodes '[]' with name 'crop_proposals' but there should be exactly 1. Looks like ObjectDetectionAPIProposalReplacement replacement didn't work.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\main.py", line 314, in main
    return driver(argv)
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\main.py", line 281, in driver
    ret_res = emit_ir(prepare_ir(argv), argv)
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\main.py", line 226, in prepare_ir
    graph = mo_tf.driver(argv)
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\pipeline\tf.py", line 111, in driver
    class_registration.ClassType.BACK_REPLACER
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\utils\class_registration.py", line 324, in apply_replacements
    num_transforms=len(replacers_order))
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\utils\logger.py", line 124, in wrapper
    function(*args, **kwargs)
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\utils\class_registration.py", line 303, in apply_transform
    )) from err
mo.utils.error.Error: Exception occurred during running replacer "ObjectDetectionAPIDetectionOutputReplacement" (<class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'>): Found the following nodes '[]' with name 'crop_proposals' but there should be exactly 1. Looks like ObjectDetectionAPIProposalReplacement replacement didn't work.

I have already tried the following:

1) The installation verifikation works: https://docs.openvinotoolkit.org/2020.1/_docs_install_guides_installing_openvino_windows.html

2) If use the faster_rcnn_inception_v2_coco_2018_01_28 directly it works.

3) Use all *.json files like faster_rcnn_support.json

4) Used different tensorflow versions

5) Do not create a inferenceGraph and use instad --input_meta_graph creates the same error

6) Use a diffenet base network architecutre leads to different errros

Pleas help me.

Pascal

JAVIERJOSE_A_Intel · ‎03-18-2020

Hi Pascal,

Thanks for reaching out.

The faster_rcnn_support.json is only for pre-trained models from the open model zoo. Since you trained your own model, you need to use the API one depending on which TensorFlow you used to train your model:

faster_rcnn_support_api_v1.7.json
faster_rcnn_support_api_v1.10.json
faster_rcnn_support_api_v1.13.json
faster_rcnn_support_api_v1.14.json

Please go to this link to know how to convert models created using the TensorFlow* Object Detection API.

Try using the API json that matching with your TensorFlow* Object Detection API version and please give us the exact error you get.

Also, the flag "--reverse_input_channels" is needed for the model to work with our demos and the flag "--data_type FP16" is needed to run your model on Intel® Neural Compute Stick 2 as FP32 is not supported by the plugin.

Regards,

Javier A.

Puchtler__Pascal · ‎03-19-2020

Thans for you response.

I added the flags "--reverse_input_channels" and "--data_type FP16".

The version from the json is the tensorflow version?

The last time i used tensorflow==1.15.0, so i downgraded it to tensorflow==1.14.0.

That means i use the faster_rcnn_support_api_v1.14.json.

Now i retrained the network and create an inferenceGraph. The inferenceGraph is available as attatchment.

Now i tried:

All other *.json
The import with
- --saved_model_dir
- --input_model
- --input_meta_graph

In all test the error was the same.

Here is the log with INFO level:

(nsc-export) C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer>python mo_tf.py --output_dir C:/autonomous-driving/working/NcsModel/faster_rcnn_inception_v2_coco_2018_01_28/ --log_level INFO --saved_model_dir C:/autonomous-driving/working/inferenceGraph/faster_rcnn_inception_v2_coco_2018_01_28/saved_model/ --transformations_config "C:/Program Files (x86)/IntelSWTools/openvino_2020.1.033/deployment_tools/model_optimizer/extensions/front/tf/faster_rcnn_support_api_v1.14.json" --tensorflow_object_detection_api_pipeline_config C:/autonomous-driving/working/inferenceGraph/faster_rcnn_inception_v2_coco_2018_01_28/pipeline.config --data_type FP16 --reverse_input_channels
Model Optimizer arguments:
Common parameters:
        - Path to the Input Model:      None
        - Path for generated IR:        C:/autonomous-driving/working/NcsModel/faster_rcnn_inception_v2_coco_2018_01_28/
        - IR output name:       saved_model
        - Log level:    INFO
        - 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:      FP16
        - Enable fusing:        True
        - Enable grouped convolutions fusing:   True
        - Move mean values to preprocess section:       False
        - Reverse input channels:       True
TensorFlow specific parameters:
        - Input model in text protobuf format:  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:  C:/autonomous-driving/working/inferenceGraph/faster_rcnn_inception_v2_coco_2018_01_28/pipeline.config
        - Operations to offload:        None
        - Patterns to offload:  None
        - Use the config file:  None
Model Optimizer version:        2020.1.0-61-gd349c3ba4a
2020-03-19 10:01:12.758594: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cudart64_100.dll'; dlerror: cudart64_100.dll not found
2020-03-19 10:01:12.769549: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.
[ INFO ]  Importing extensions from: C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo
[ INFO ]  New subclass: <class 'mo.ops.const.Const'>
[ INFO ]  Registered a new subclass with key: Const
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[ INFO ]  New subclass: <class 'mo.ops.concat.Concat'>
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[ INFO ]  New subclass: <class 'mo.ops.convolution.Convolution'>
[ INFO ]  Registered a new subclass with key: Convolution
[ INFO ]  New subclass: <class 'mo.ops.crop.Crop'>
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[ INFO ]  New subclass: <class 'mo.ops.reshape.Reshape'>
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[ INFO ]  New subclass: <class 'mo.ops.softmax.Softmax'>
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[ INFO ]  New subclass: <class 'extensions.ops.Cast.Cast'>
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[ INFO ]  New subclass: <class 'mo.ops.activation.Activation'>
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[ INFO ]  New subclass: <class 'mo.ops.broadcast.Broadcast'>
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[ INFO ]  New subclass: <class 'mo.ops.constant_of_shape.ConstantOfShape'>
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[ INFO ]  New subclass: <class 'mo.ops.deconvolution.Deconvolution'>
[ INFO ]  Registered a new subclass with key: Deconvolution
[ INFO ]  New subclass: <class 'mo.ops.deformable_convolution.DeformableConvolution'>
[ INFO ]  Registered a new subclass with key: DeformableConvolution
[ INFO ]  New subclass: <class 'mo.ops.eltwise.Eltwise'>
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[ INFO ]  New subclass: <class 'mo.ops.eltwise_n.EltwiseN'>
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[ INFO ]  New subclass: <class 'mo.ops.eltwise_ninputs_in_1.EltwiseNin1'>
[ INFO ]  Registered a new subclass with key: EltwiseNin1
[ INFO ]  New subclass: <class 'mo.ops.expand_dims.ExpandDims'>
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[ INFO ]  New subclass: <class 'mo.ops.flatten.Flatten'>
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[ INFO ]  New subclass: <class 'mo.ops.group_norm.GroupNorm'>
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[ INFO ]  New subclass: <class 'mo.ops.lrn.LRN'>
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[ INFO ]  New subclass: <class 'mo.ops.lstmnonlinearity.LstmNonLinearity'>
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[ INFO ]  New subclass: <class 'mo.ops.memory.Memory'>
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[ INFO ]  New subclass: <class 'mo.ops.memoryoffset.MemoryOffset'>
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[ INFO ]  New subclass: <class 'mo.ops.pad.Pad'>
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[ INFO ]  New subclass: <class 'mo.ops.permute.Permute'>
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[ INFO ]  New subclass: <class 'mo.ops.pooling.Pooling'>
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[ INFO ]  New subclass: <class 'mo.ops.power.AttributedPower'>
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[ INFO ]  New subclass: <class 'mo.ops.result.Result'>
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[ INFO ]  New subclass: <class 'mo.ops.roipooling.ROIPooling'>
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[ INFO ]  New subclass: <class 'mo.ops.scale_shift.ScaleShiftOp'>
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[ INFO ]  New subclass: <class 'mo.ops.shape.Shape'>
[ INFO ]  Registered a new subclass with key: ShapeOf
[ INFO ]  New subclass: <class 'mo.ops.slice.Slice'>
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[ INFO ]  New subclass: <class 'mo.ops.squeeze.Squeeze'>
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[ INFO ]  New subclass: <class 'mo.ops.strided_slice.StridedSlice'>
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[ INFO ]  New subclass: <class 'mo.ops.tile.Tile'>
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[ INFO ]  New subclass: <class 'mo.ops.tile.AttributedTile'>
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[ INFO ]  New subclass: <class 'mo.ops.unsqueeze.Unsqueeze'>
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[ INFO ]  New subclass: <class 'mo.utils.model_analysis.AnalysisCollectorAnchor'>
[ INFO ]  New subclass: <class 'mo.front.common.replacement.FrontReplacementSubgraph'>
[ INFO ]  New subclass: <class 'extensions.front.user_data_repack.UserDataRepack'>
[ INFO ]  New subclass: <class 'mo.front.tf.replacement.FrontReplacementFromConfigFileGeneral'>
[ INFO ]  New subclass: <class 'mo.front.common.replacement.FrontReplacementOp'>
[ INFO ]  Registered a new subclass with key: UnknownOp
[ INFO ]  New subclass: <class 'mo.front.tf.replacement.FrontReplacementFromConfigFileSubGraph'>
[ INFO ]  New subclass: <class 'mo.front.tf.replacement.FrontReplacementFromConfigFileOp'>
[ WARNING ]  Skipped <class 'mo.front.common.replacement.FrontReplacementSubgraph'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.user_data_repack.UserDataRepack'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.front.tf.replacement.FrontReplacementFromConfigFileGeneral'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.front.common.replacement.FrontReplacementOp'> registration because it was already registered or it was disabled.
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[ INFO ]  New subclass: <class 'extensions.back.SpecialNodesFinalization.RemoveOutputOps'>
[ INFO ]  New subclass: <class 'extensions.back.SpecialNodesFinalization.NormalizeTI'>
[ INFO ]  New subclass: <class 'extensions.back.RemoveUselessConvert.RemoveUselessConvert'>
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[ INFO ]  New subclass: <class 'mo.front.tf.extractors.strided_slice.StridedSliceFrontExtractor'>
[ INFO ]  Registered a new subclass with key: StridedSlice
[ WARNING ]  Skipped <class 'mo.front.common.replacement.FrontReplacementSubgraph'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.user_data_repack.UserDataRepack'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.front.tf.replacement.FrontReplacementFromConfigFileGeneral'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.front.common.replacement.FrontReplacementOp'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.front.tf.replacement.FrontReplacementFromConfigFileSubGraph'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.front.tf.replacement.FrontReplacementFromConfigFileOp'> registration because it was already registered or it was disabled.
[ INFO ]  Importing extensions from: C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\extensions
[ WARNING ]  Skipped <class 'mo.ops.const.Const'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.ops.gather.Gather'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.ops.gather.AttributedGather'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.ops.split.VariadicSplitBase'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.ops.split.SplitBase'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.ops.parameter.Parameter'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.ops.tensor_iterator.TensorIterator'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.ops.transpose.Transpose'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.clamp.Clamp'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.ops.activation_ops.Activation'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.ops.activation_ops.LeakyReLU'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.concat.Concat'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.convolution.Convolution'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.crop.Crop'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.reshape.Reshape'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.softmax.Softmax'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.ops.Cast.Cast'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.activation.Activation'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.broadcast.Broadcast'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.constant_of_shape.ConstantOfShape'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.deconvolution.Deconvolution'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.deformable_convolution.DeformableConvolution'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.eltwise.Eltwise'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.eltwise_n.EltwiseN'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.eltwise_ninputs_in_1.EltwiseNin1'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.expand_dims.ExpandDims'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.fill.Fill'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.flatten.Flatten'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.flatten.FlattenONNX'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.group_norm.GroupNorm'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.lrn.LRN'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.lrn.AttributedLRN'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.lstmnonlinearity.LstmNonLinearity'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.memory.Memory'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.memoryoffset.MemoryOffset'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.pad.Pad'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.permute.Permute'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.pooling.Pooling'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.power.AttributedPower'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.result.Result'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.roipooling.ROIPooling'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.scale_shift.ScaleShiftOp'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.shape.Shape'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.slice.Slice'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.squeeze.Squeeze'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.strided_slice.StridedSlice'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.tile.Tile'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.tile.AttributedTile'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.ops.unsqueeze.Unsqueeze'> registration because it was already registered or it was disabled.
[ INFO ]  New subclass: <class 'extensions.ops.BlockLSTM.BlockLSTM'>
[ INFO ]  Registered a new subclass with key: BlockLSTM
[ INFO ]  New subclass: <class 'extensions.ops.DetectionOutput.DetectionOutput'>
[ INFO ]  Registered a new subclass with key: DetectionOutput
[ INFO ]  New subclass: <class 'extensions.ops.Enter.Enter'>
[ INFO ]  Registered a new subclass with key: Enter
[ INFO ]  New subclass: <class 'extensions.ops.Exit.Exit'>
[ INFO ]  Registered a new subclass with key: Exit
[ INFO ]  New subclass: <class 'extensions.ops.RNN.RNN'>
[ INFO ]  Registered a new subclass with key: RNN
[ INFO ]  New subclass: <class 'extensions.ops.GRU.GRU'>
[ INFO ]  Registered a new subclass with key: GRU
[ INFO ]  New subclass: <class 'extensions.ops.GRUCell.GRUCell'>
[ INFO ]  Registered a new subclass with key: GRUCell
[ INFO ]  New subclass: <class 'extensions.ops.GatherNd.GatherNd'>
[ INFO ]  Registered a new subclass with key: GatherNd
[ INFO ]  New subclass: <class 'extensions.ops.GatherTree.GatherTree'>
[ INFO ]  Registered a new subclass with key: GatherTree
[ INFO ]  New subclass: <class 'extensions.ops.LSTM.LSTM'>
[ INFO ]  Registered a new subclass with key: LSTM
[ INFO ]  New subclass: <class 'extensions.ops.Log.LogOp'>
[ INFO ]  Registered a new subclass with key: Log
[ INFO ]  New subclass: <class 'extensions.ops.MatMul.MatMul'>
[ INFO ]  Registered a new subclass with key: MatMul
[ INFO ]  New subclass: <class 'extensions.ops.MatMul.GemmONNX'>
[ INFO ]  Registered a new subclass with key: Gemm
[ INFO ]  New subclass: <class 'extensions.ops.MatMul.FullyConnected'>
[ INFO ]  Registered a new subclass with key: FullyConnected
[ INFO ]  New subclass: <class 'extensions.ops.NextIteration.NextIteration'>
[ INFO ]  Registered a new subclass with key: NextIteration
[ INFO ]  New subclass: <class 'extensions.ops.RNNCell.RNNCell'>
[ INFO ]  Registered a new subclass with key: RNNCell
[ INFO ]  New subclass: <class 'extensions.ops.ReduceOps.ReduceOp'>
[ INFO ]  New subclass: <class 'extensions.ops.Reverse.Reverse'>
[ INFO ]  Registered a new subclass with key: Reverse
[ INFO ]  New subclass: <class 'extensions.ops.TensorArray.TensorArray'>
[ INFO ]  Registered a new subclass with key: TensorArrayV3
[ INFO ]  New subclass: <class 'extensions.ops.TensorArrayGather.TensorArrayGather'>
[ INFO ]  Registered a new subclass with key: TensorArrayGatherV3
[ INFO ]  New subclass: <class 'extensions.ops.TensorArrayRead.TensorArrayReader'>
[ INFO ]  Registered a new subclass with key: TensorArrayReadV3
[ INFO ]  New subclass: <class 'extensions.ops.TensorArrayScatter.TensorArrayScatter'>
[ INFO ]  Registered a new subclass with key: TensorArrayScatterV3
[ INFO ]  New subclass: <class 'extensions.ops.TensorArraySize.TensorArraySize'>
[ INFO ]  Registered a new subclass with key: TensorArraySizeV3
[ INFO ]  New subclass: <class 'extensions.ops.TensorArrayWrite.TensorArrayWriter'>
[ INFO ]  Registered a new subclass with key: TensorArrayWriteV3
[ INFO ]  New subclass: <class 'extensions.ops.TensorIterator_ops.TensorIteratorInput'>
[ INFO ]  Registered a new subclass with key: TensorIteratorInput
[ INFO ]  New subclass: <class 'extensions.ops.TensorIterator_ops.TensorIteratorOutput'>
[ INFO ]  Registered a new subclass with key: TensorIteratorOutput
[ INFO ]  New subclass: <class 'extensions.ops.TensorIterator_ops.TensorIteratorCondition'>
[ INFO ]  Registered a new subclass with key: TensorIteratorCondition
[ INFO ]  New subclass: <class 'extensions.ops.TensorIterator_ops.TensorIteratorBackEdge'>
[ INFO ]  Registered a new subclass with key: TensorIteratorBackEdge
[ INFO ]  New subclass: <class 'extensions.ops.accum.AccumOp'>
[ INFO ]  Registered a new subclass with key: Accum
[ INFO ]  New subclass: <class 'extensions.ops.adaptive_avg_pooling.AdaptiveAvgPooling'>
[ INFO ]  Registered a new subclass with key: AdaptiveAvgPooling
[ INFO ]  New subclass: <class 'extensions.ops.argmax.ArgMaxOp'>
[ INFO ]  Registered a new subclass with key: ArgMax
[ INFO ]  New subclass: <class 'extensions.ops.assert_op.Assert'>
[ INFO ]  Registered a new subclass with key: Assert
[ INFO ]  New subclass: <class 'extensions.ops.axpy.AxpyOp'>
[ INFO ]  Registered a new subclass with key: Axpy
[ INFO ]  New subclass: <class 'extensions.ops.binarization.Binarization'>
[ INFO ]  Registered a new subclass with key: Binarization
[ INFO ]  New subclass: <class 'extensions.ops.bn.BNOp'>
[ INFO ]  Registered a new subclass with key: BN
[ INFO ]  New subclass: <class 'extensions.ops.box_nms.BoxNms'>
[ INFO ]  Registered a new subclass with key: _contrib_box_nms
[ INFO ]  New subclass: <class 'extensions.ops.bucketize.Bucketize'>
[ INFO ]  Registered a new subclass with key: Bucketize
[ INFO ]  New subclass: <class 'extensions.ops.constant_fill.ConstantFill'>
[ INFO ]  Registered a new subclass with key: ConstantFill
[ INFO ]  New subclass: <class 'extensions.ops.copyop.CopyOp'>
[ INFO ]  Registered a new subclass with key: copy
[ INFO ]  New subclass: <class 'extensions.ops.correlation.CorrelationOp'>
[ INFO ]  Registered a new subclass with key: Correlation
[ INFO ]  New subclass: <class 'extensions.ops.ctc_greedy_decoder.CTCGreedyDecoderOp'>
[ INFO ]  Registered a new subclass with key: CTCGreedyDecoder
[ INFO ]  New subclass: <class 'extensions.ops.data_augmentation.DataAugmentationOp'>
[ INFO ]  Registered a new subclass with key: DataAugmentation
[ INFO ]  New subclass: <class 'extensions.ops.depth_to_space.DepthToSpaceOp'>
[ INFO ]  Registered a new subclass with key: DepthToSpace
[ INFO ]  New subclass: <class 'extensions.ops.detectionoutput_onnx.ExperimentalDetectronDetectionOutput'>
[ INFO ]  Registered a new subclass with key: ExperimentalDetectronDetectionOutput
[ INFO ]  New subclass: <class 'extensions.ops.elementwise.Elementwise'>
[ INFO ]  New subclass: <class 'extensions.ops.exp.ExpOp'>
[ INFO ]  Registered a new subclass with key: Exp
[ INFO ]  New subclass: <class 'extensions.ops.fakequantize.FakeQuantize'>
[ INFO ]  Registered a new subclass with key: FakeQuantize
[ INFO ]  New subclass: <class 'extensions.ops.grn.GRNOp'>
[ INFO ]  Registered a new subclass with key: GRN
[ INFO ]  New subclass: <class 'extensions.ops.hard_sigmoid.HardSigmoid'>
[ INFO ]  Registered a new subclass with key: HardSigmoid
[ INFO ]  New subclass: <class 'extensions.ops.identity.IdentityOp'>
[ INFO ]  Registered a new subclass with key: Identity
[ INFO ]  New subclass: <class 'extensions.ops.instance_normalization.InstanceNormalization'>
[ INFO ]  Registered a new subclass with key: InstanceNormalization
[ INFO ]  New subclass: <class 'extensions.ops.interp.InterpOp'>
[ INFO ]  Registered a new subclass with key: Interp
[ INFO ]  New subclass: <class 'extensions.ops.interpolate.Interpolate'>
[ INFO ]  Registered a new subclass with key: Interpolate
[ INFO ]  New subclass: <class 'extensions.ops.lstm_cell.LSTMCell'>
[ INFO ]  Registered a new subclass with key: LSTMCell
[ INFO ]  New subclass: <class 'extensions.ops.lstm_sequence.LSTMSequence'>
[ INFO ]  Registered a new subclass with key: LSTMSequence
[ INFO ]  New subclass: <class 'extensions.ops.merge.Merge'>
[ INFO ]  Registered a new subclass with key: Merge
[ INFO ]  New subclass: <class 'extensions.ops.mvn.MVN'>
[ INFO ]  Registered a new subclass with key: MVN
[ INFO ]  New subclass: <class 'extensions.ops.mxrepeat.MXRepeat'>
[ INFO ]  Registered a new subclass with key: MXRepeat
[ INFO ]  New subclass: <class 'extensions.ops.mxslice.MXSlice'>
[ INFO ]  Registered a new subclass with key: MXSlice
[ INFO ]  New subclass: <class 'extensions.ops.non_max_suppression.NonMaxSuppression'>
[ INFO ]  Registered a new subclass with key: NonMaxSuppression
[ INFO ]  New subclass: <class 'extensions.ops.non_zero.NonZero'>
[ INFO ]  Registered a new subclass with key: NonZero
[ INFO ]  New subclass: <class 'extensions.ops.normalize.NormalizeOp'>
[ INFO ]  Registered a new subclass with key: Normalize
[ INFO ]  New subclass: <class 'extensions.ops.normalize_l2.NormalizeL2Op'>
[ INFO ]  Registered a new subclass with key: NormalizeL2
[ INFO ]  New subclass: <class 'extensions.ops.one_hot.OneHot'>
[ INFO ]  Registered a new subclass with key: OneHot
[ INFO ]  New subclass: <class 'extensions.ops.pack.PackOp'>
[ INFO ]  Registered a new subclass with key: Pack
[ INFO ]  New subclass: <class 'extensions.ops.pnorm.PNormOp'>
[ INFO ]  Registered a new subclass with key: pnorm
[ INFO ]  New subclass: <class 'extensions.ops.power_file.PowerFileOp'>
[ INFO ]  Registered a new subclass with key: PowerFile
[ INFO ]  New subclass: <class 'extensions.ops.prediction_heatmap.PredictionHeatmapOp'>
[ INFO ]  Registered a new subclass with key: PredictionHeatmap
[ INFO ]  New subclass: <class 'extensions.ops.prelu.PreluOp'>
[ INFO ]  Registered a new subclass with key: PReLU
[ INFO ]  New subclass: <class 'extensions.ops.priorbox.PriorBoxOp'>
[ INFO ]  Registered a new subclass with key: PriorBox
[ INFO ]  New subclass: <class 'extensions.ops.priorbox_clustered.PriorBoxClusteredOp'>
[ INFO ]  Registered a new subclass with key: PriorBoxClustered
[ INFO ]  New subclass: <class 'extensions.ops.priorgridgenerator_onnx.ExperimentalDetectronPriorGridGenerator'>
[ INFO ]  Registered a new subclass with key: ExperimentalDetectronPriorGridGenerator
[ INFO ]  New subclass: <class 'extensions.ops.proposal.ProposalOp'>
[ INFO ]  Registered a new subclass with key: Proposal
[ INFO ]  New subclass: <class 'extensions.ops.proposal_onnx.ExperimentalDetectronGenerateProposalsSingleImage'>
[ INFO ]  Registered a new subclass with key: ExperimentalDetectronGenerateProposalsSingleImage
[ INFO ]  New subclass: <class 'extensions.ops.psroipooling.PSROIPoolingOp'>
[ INFO ]  Registered a new subclass with key: PSROIPooling
[ INFO ]  New subclass: <class 'extensions.ops.range.Range'>
[ INFO ]  Registered a new subclass with key: Range
[ INFO ]  New subclass: <class 'extensions.ops.rank.Rank'>
[ INFO ]  Registered a new subclass with key: Rank
[ INFO ]  New subclass: <class 'extensions.ops.regionyolo.RegionYoloOp'>
[ INFO ]  Registered a new subclass with key: RegionYolo
[ INFO ]  New subclass: <class 'extensions.ops.reorgyolo.ReorgYoloOp'>
[ INFO ]  Registered a new subclass with key: ReorgYolo
[ INFO ]  New subclass: <class 'extensions.ops.resample.ResampleOp'>
[ INFO ]  Registered a new subclass with key: Resample
[ INFO ]  New subclass: <class 'extensions.ops.resize.ResizeOp'>
[ INFO ]  Registered a new subclass with key: Resize
[ INFO ]  New subclass: <class 'extensions.ops.reverse_sequence.ReverseSequence'>
[ INFO ]  Registered a new subclass with key: ReverseSequence
[ INFO ]  New subclass: <class 'extensions.ops.roifeatureextractor_onnx.ExperimentalDetectronROIFeatureExtractor'>
[ INFO ]  Registered a new subclass with key: ExperimentalDetectronROIFeatureExtractor
[ INFO ]  New subclass: <class 'extensions.ops.select.Select'>
[ INFO ]  Registered a new subclass with key: Select
[ INFO ]  New subclass: <class 'extensions.ops.shufflechannel.ShuffleChannelOp'>
[ INFO ]  Registered a new subclass with key: ShuffleChannel
[ INFO ]  New subclass: <class 'extensions.ops.simplernms.SimplerNMSOp'>
[ INFO ]  Registered a new subclass with key: SimplerNMS
[ INFO ]  New subclass: <class 'extensions.ops.size.Size'>
[ INFO ]  Registered a new subclass with key: Size
[ INFO ]  New subclass: <class 'extensions.ops.space_to_depth.SpaceToDepth'>
[ INFO ]  Registered a new subclass with key: SpaceToDepth
[ INFO ]  New subclass: <class 'extensions.ops.sparse_fill_empty_rows.SparseFillEmptyRows'>
[ INFO ]  Registered a new subclass with key: SparseFillEmptyRows
[ INFO ]  New subclass: <class 'extensions.ops.sparse_reshape.SparseReshape'>
[ INFO ]  Registered a new subclass with key: SparseReshape
[ INFO ]  New subclass: <class 'extensions.ops.sparse_segment_mean.SparseSegmentMean'>
[ INFO ]  Registered a new subclass with key: SparseSegmentMean
[ INFO ]  New subclass: <class 'extensions.ops.sparse_segment_sqrtn.SparseSegmentSqrtN'>
[ INFO ]  Registered a new subclass with key: SparseSegmentSqrtN
[ INFO ]  New subclass: <class 'extensions.ops.sparse_segment_sum.SparseSegmentSum'>
[ INFO ]  Registered a new subclass with key: SparseSegmentSum
[ INFO ]  New subclass: <class 'extensions.ops.sparse_to_dense.SparseToDense'>
[ INFO ]  Registered a new subclass with key: SparseToDense
[ INFO ]  New subclass: <class 'extensions.ops.sparse_weighted_sum.ExperimentalSparseWeightedSum'>
[ INFO ]  Registered a new subclass with key: ExperimentalSparseWeightedSum
[ INFO ]  New subclass: <class 'extensions.ops.spatial_transformer.SpatialTransformOp'>
[ INFO ]  Registered a new subclass with key: SpatialTransformer
[ INFO ]  New subclass: <class 'extensions.ops.splice.Splice'>
[ INFO ]  Registered a new subclass with key: Splice
[ INFO ]  New subclass: <class 'extensions.ops.stop_gradient.StopGradientOp'>
[ INFO ]  Registered a new subclass with key: StopGradient
[ INFO ]  New subclass: <class 'extensions.ops.swapaxis.SwapAxis'>
[ INFO ]  Registered a new subclass with key: SwapAxis
[ INFO ]  New subclass: <class 'extensions.ops.switch.Switch'>
[ INFO ]  Registered a new subclass with key: Switch
[ INFO ]  New subclass: <class 'extensions.ops.topk.TopK'>
[ INFO ]  Registered a new subclass with key: TopK
[ INFO ]  New subclass: <class 'extensions.ops.topkrois_onnx.ExperimentalDetectronTopKROIs'>
[ INFO ]  Registered a new subclass with key: ExperimentalDetectronTopKROIs
[ INFO ]  New subclass: <class 'extensions.ops.unique.Unique'>
[ INFO ]  Registered a new subclass with key: Unique
[ INFO ]  New subclass: <class 'extensions.ops.upsample.UpsampleOp'>
[ INFO ]  Registered a new subclass with key: Upsample
[ WARNING ]  Skipped <class 'mo.utils.model_analysis.AnalysisCollectorAnchor'> registration because it was already registered or it was disabled.
[ INFO ]  New subclass: <class 'extensions.analysis.boolean_input.TrainingPhaseAnalysis'>
[ INFO ]  New subclass: <class 'extensions.analysis.inputs.InputsAnalysis'>
[ INFO ]  New subclass: <class 'extensions.analysis.json_print.AnalysisJSONPrint'>
[ INFO ]  New subclass: <class 'extensions.analysis.nodes.IntermediatesNodesAnalysis'>
[ INFO ]  New subclass: <class 'extensions.analysis.tf_od_api.TensorFlowObjectDetectionAPIAnalysis'>
[ INFO ]  New subclass: <class 'extensions.analysis.tf_retinanet.TensorFlowRetinaNet'>
[ INFO ]  New subclass: <class 'extensions.analysis.tf_yolo.TensorFlowYOLOV1V2Analysis'>
[ INFO ]  New subclass: <class 'extensions.analysis.tf_yolo.TensorFlowYOLOV3Analysis'>
[ WARNING ]  Skipped <class 'mo.front.tf.extractors.strided_slice.StridedSliceFrontExtractor'> registration because it was already registered or it was disabled.
[ INFO ]  New subclass: <class 'extensions.front.AttributedGatherNormalizer.AttributedGatherNormalizer'>
[ INFO ]  Registered a new subclass with key: AttributedGather
[ INFO ]  New subclass: <class 'extensions.front.InterpolateNormalizer.InterpolateNormalizer'>
[ INFO ]  Registered a new subclass with key: Interpolate
[ INFO ]  New subclass: <class 'extensions.front.LRNReplacer.LRNReplacer'>
[ INFO ]  Registered a new subclass with key: AttributedLRN
[ INFO ]  New subclass: <class 'extensions.front.Log1p.Log1p'>
[ INFO ]  Registered a new subclass with key: Log1p
[ INFO ]  New subclass: <class 'extensions.front.Pack.Pack'>
[ INFO ]  Registered a new subclass with key: Pack
[ INFO ]  New subclass: <class 'extensions.front.PowerToEltwises.PowerToEltwises'>
[ INFO ]  Registered a new subclass with key: AttributedPower
[ INFO ]  New subclass: <class 'extensions.front.tf.FakeQuantWithMinMaxVars.FakeQuantWithMinMaxVarsToQuantize'>
[ INFO ]  Registered a new subclass with key: FakeQuantWithMinMaxVars
[ INFO ]  New subclass: <class 'extensions.front.div.Div'>
[ INFO ]  Registered a new subclass with key: Div
[ INFO ]  New subclass: <class 'extensions.front.eltwise_n.EltwiseNReplacement'>
[ INFO ]  Registered a new subclass with key: EltwiseN
[ INFO ]  New subclass: <class 'extensions.front.rank_decomposer.RankDecomposer'>
[ INFO ]  Registered a new subclass with key: Rank
[ INFO ]  New subclass: <class 'extensions.front.image_scaler.ImageScaler'>
[ INFO ]  Registered a new subclass with key: ImageScaler
[ INFO ]  New subclass: <class 'extensions.front.instance_normalization.InstanceNormalization'>
[ INFO ]  Registered a new subclass with key: InstanceNormalization
[ INFO ]  New subclass: <class 'extensions.front.reciprocal.ReciprocalReplacer'>
[ INFO ]  Registered a new subclass with key: Reciprocal
[ INFO ]  New subclass: <class 'extensions.front.sub.Sub'>
[ INFO ]  Registered a new subclass with key: Sub
[ INFO ]  New subclass: <class 'extensions.front.softsign_replacer.SoftSign'>
[ INFO ]  Registered a new subclass with key: Softsign
[ INFO ]  New subclass: <class 'extensions.front.split_normalizer.SqueezeAxis'>
[ INFO ]  Registered a new subclass with key: UnknownOp
[ INFO ]  New subclass: <class 'extensions.front.squared_difference.SquaredDifference'>
[ INFO ]  Registered a new subclass with key: SquaredDifference
[ WARNING ]  Skipped <class 'mo.front.common.replacement.FrontReplacementSubgraph'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.user_data_repack.UserDataRepack'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.front.tf.replacement.FrontReplacementFromConfigFileGeneral'> registration because it was already registered or it was disabled.
[ INFO ]  New subclass: <class 'extensions.front.ChangePlaceholderTypes.ChangePlaceholderTypes'>
[ INFO ]  New subclass: <class 'extensions.front.ExpandDimsToUnsqueeze.ExpandDimsToUnsqueeze'>
[ INFO ]  New subclass: <class 'extensions.front.FillToBroadcast.FillToBroadcast'>
[ INFO ]  New subclass: <class 'extensions.front.pass_separator.FrontStart'>
[ INFO ]  New subclass: <class 'extensions.front.pass_separator.FrontFinish'>
[ INFO ]  New subclass: <class 'extensions.front.SqueezeNormalize.SqueezeNormalize'>
[ INFO ]  New subclass: <class 'extensions.front.TopKNormalize.TopKNormalize'>
[ INFO ]  New subclass: <class 'extensions.front.binary_quantize_normalization.BinaryFakeQuantizeNormalization'>
[ INFO ]  New subclass: <class 'extensions.front.create_tensor_nodes.CreateTensorNodes'>
[ INFO ]  New subclass: <class 'extensions.front.disable_weights_quantize_value_propagation.DisableQuantizeValuePropagation'>
[ INFO ]  New subclass: <class 'extensions.front.global_pooling_to_reduce.GlobalPoolingToReduce'>
[ INFO ]  Registered a new subclass with key: Pooling
[ INFO ]  New subclass: <class 'extensions.front.input_cut.InputCut'>
[ INFO ]  New subclass: <class 'extensions.front.output_cut.OutputCut'>
[ INFO ]  New subclass: <class 'extensions.front.override_batch.OverrideBatch'>
[ INFO ]  New subclass: <class 'extensions.front.transformations_config.TransformationsConfig'>
[ WARNING ]  Skipped <class 'mo.front.common.replacement.FrontReplacementOp'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.front.tf.replacement.FrontReplacementFromConfigFileSubGraph'> registration because it was already registered or it was disabled.
[ INFO ]  New subclass: <class 'extensions.front.ArgMaxSqueeze.ArgMaxSqueeze'>
[ INFO ]  Registered a new subclass with key: ArgMax
[ INFO ]  New subclass: <class 'extensions.front.ChangeCastOutputType.ChangeCastOutputType'>
[ INFO ]  New subclass: <class 'extensions.front.MatMul_normalizer.FullyConnectedDecomposer'>
[ INFO ]  New subclass: <class 'extensions.front.MatMul_normalizer.GemmDecomposer'>
[ INFO ]  New subclass: <class 'extensions.front.restore_ports.RestorePorts'>
[ INFO ]  New subclass: <class 'extensions.front.MoveEmbeddedInputsToInputs.MoveEmbeddedInputsToInputs'>
[ INFO ]  New subclass: <class 'extensions.front.TransposeOrderNormalizer.TransposeOrderNormalizer'>
[ INFO ]  New subclass: <class 'extensions.front.no_op_eraser.NoOpEraser'>
[ INFO ]  New subclass: <class 'extensions.front.standalone_const_eraser.StandaloneConstEraser'>
[ INFO ]  New subclass: <class 'extensions.front.flatten_to_reshape.FlattenToReshape'>
[ INFO ]  New subclass: <class 'extensions.front.freeze_placeholder_value.FreezePlaceholderValue'>
[ INFO ]  New subclass: <class 'extensions.front.reduce_axis_normalizer.ReduceAxisNormalizer'>
[ INFO ]  New subclass: <class 'extensions.front.reshape_dim_normalizer.ReshapeDimNormalizer'>
[ INFO ]  New subclass: <class 'extensions.front.softmax.SoftmaxFromKeras'>
[ INFO ]  New subclass: <class 'extensions.front.split_normalizer.SplitInputsReconnect'>
[ INFO ]  New subclass: <class 'extensions.front.split_normalizer.AttributedSplitToSplit'>
[ INFO ]  New subclass: <class 'extensions.front.split_normalizer.AttributedVariadicSplitToVariadicSplit'>
[ INFO ]  New subclass: <class 'extensions.front.split_normalizer.VariadicSplitInputsSwap'>
[ WARNING ]  Skipped <class 'mo.front.tf.replacement.FrontReplacementFromConfigFileOp'> registration because it was already registered or it was disabled.
[ INFO ]  New subclass: <class 'extensions.front.YOLO.YoloRegionAddon'>
[ INFO ]  New subclass: <class 'extensions.front.YOLO.YoloV3RegionAddon'>
[ WARNING ]  Skipped <class 'mo.front.tf.extractors.strided_slice.StridedSliceFrontExtractor'> registration because it was already registered or it was disabled.
[ INFO ]  New subclass: <class 'extensions.front.tf.BatchMatMul_ext.BatchMatMulExtractor'>
[ INFO ]  Registered a new subclass with key: BatchMatMul
[ INFO ]  New subclass: <class 'extensions.front.tf.BatchMatMul_ext.BatchMatMulV2Extractor'>
[ INFO ]  Registered a new subclass with key: BatchMatMulV2
[ INFO ]  New subclass: <class 'extensions.front.tf.BlockLSTM_ext.BlockLSTMExtractor'>
[ INFO ]  Registered a new subclass with key: BlockLSTM
[ INFO ]  New subclass: <class 'extensions.front.tf.CTCGreedyDecoder_ext.CTCCGreedyDecoderFrontExtractor'>
[ INFO ]  Registered a new subclass with key: CTCGreedyDecoder
[ INFO ]  New subclass: <class 'extensions.front.tf.Cast_ext.CastFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Cast
[ INFO ]  New subclass: <class 'extensions.front.tf.FakeQuantWithMinMaxVars_ext.FakeQuantWithMinMaxVarsExtractor'>
[ INFO ]  Registered a new subclass with key: FakeQuantWithMinMaxVars
[ INFO ]  New subclass: <class 'extensions.front.tf.GatherTree_ext.GatherTreeFrontExtractor'>
[ INFO ]  Registered a new subclass with key: GatherTree
[ INFO ]  New subclass: <class 'extensions.front.tf.LoopCond_ext.LoopCondFrontExtractor'>
[ INFO ]  Registered a new subclass with key: LoopCond
[ INFO ]  New subclass: <class 'extensions.front.tf.TensorArrayExtractors.TensorArrayExtractor'>
[ INFO ]  Registered a new subclass with key: TensorArrayV3
[ INFO ]  New subclass: <class 'extensions.front.tf.TensorArrayGatherV3.TensorArrayGatherV3Exteractor'>
[ INFO ]  Registered a new subclass with key: TensorArrayGatherV3
[ INFO ]  New subclass: <class 'extensions.front.tf.activation_ext.AbsExtractor'>
[ INFO ]  Registered a new subclass with key: Abs
[ INFO ]  New subclass: <class 'extensions.front.tf.activation_ext.EluFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Elu
[ INFO ]  New subclass: <class 'extensions.front.tf.activation_ext.ErfFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Erf
[ INFO ]  New subclass: <class 'extensions.front.tf.activation_ext.ExpExtractor'>
[ INFO ]  Registered a new subclass with key: Exp
[ INFO ]  New subclass: <class 'extensions.front.tf.activation_ext.LeakyReLUFrontExtractor'>
[ INFO ]  Registered a new subclass with key: LeakyRelu
[ INFO ]  New subclass: <class 'extensions.front.tf.activation_ext.LogicalNotFrontExtractor'>
[ INFO ]  Registered a new subclass with key: LogicalNot
[ INFO ]  New subclass: <class 'extensions.front.tf.activation_ext.Relu6FrontExtractor'>
[ INFO ]  Registered a new subclass with key: Relu6
[ INFO ]  New subclass: <class 'extensions.front.tf.activation_ext.ReluFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Relu
[ INFO ]  New subclass: <class 'extensions.front.tf.activation_ext.SigmoidFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Sigmoid
[ INFO ]  New subclass: <class 'extensions.front.tf.activation_ext.CosFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Cos
[ INFO ]  New subclass: <class 'extensions.front.tf.activation_ext.CoshFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Cosh
[ INFO ]  New subclass: <class 'extensions.front.tf.activation_ext.SinFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Sin
[ INFO ]  New subclass: <class 'extensions.front.tf.activation_ext.SinhFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Sinh
[ INFO ]  New subclass: <class 'extensions.front.tf.activation_ext.TanFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Tan
[ INFO ]  New subclass: <class 'extensions.front.tf.activation_ext.TanhFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Tanh
[ INFO ]  New subclass: <class 'extensions.front.tf.argmax_ext.ArgMaxFrontExtractor'>
[ INFO ]  Registered a new subclass with key: ArgMax
[ INFO ]  New subclass: <class 'extensions.front.tf.bucketize_ext.BucketizeFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Bucketize
[ INFO ]  New subclass: <class 'extensions.front.tf.concat_ext.ConcatFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Concat
[ INFO ]  New subclass: <class 'extensions.front.tf.const_ext.ConstExtractor'>
[ INFO ]  Registered a new subclass with key: Const
[ INFO ]  New subclass: <class 'extensions.front.tf.conv_ext.Conv2DFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Conv2D
[ INFO ]  New subclass: <class 'extensions.front.tf.conv_ext.DepthwiseConv2dNativeFrontExtractor'>
[ INFO ]  Registered a new subclass with key: DepthwiseConv2dNative
[ INFO ]  New subclass: <class 'extensions.front.tf.conv_ext.Conv3DFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Conv3D
[ INFO ]  New subclass: <class 'extensions.front.tf.crop_and_resize_ext.CropAndResizeFrontExtractor'>
[ INFO ]  Registered a new subclass with key: CropAndResize
[ INFO ]  New subclass: <class 'extensions.front.tf.deconv_ext.Conv2DBackpropInputFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Conv2DBackpropInput
[ INFO ]  New subclass: <class 'extensions.front.tf.deconv_ext.Conv3DBackpropInputV2InputFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Conv3DBackpropInputV2
[ INFO ]  New subclass: <class 'extensions.front.tf.depth_to_space.DepthToSpaceFrontExtractor'>
[ INFO ]  Registered a new subclass with key: DepthToSpace
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.AddExtractor'>
[ INFO ]  Registered a new subclass with key: Add
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.AddV2Extractor'>
[ INFO ]  Registered a new subclass with key: AddV2
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.AddNExtractor'>
[ INFO ]  Registered a new subclass with key: AddN
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.BiasAddExtractor'>
[ INFO ]  Registered a new subclass with key: BiasAdd
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.MulExtractor'>
[ INFO ]  Registered a new subclass with key: Mul
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.SubExtractor'>
[ INFO ]  Registered a new subclass with key: Sub
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.DivExtractor'>
[ INFO ]  Registered a new subclass with key: RealDiv
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.SquaredDifferenceExtractor'>
[ INFO ]  Registered a new subclass with key: SquaredDifference
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.SqrtExtractor'>
[ INFO ]  Registered a new subclass with key: Sqrt
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.RsqrtExtractor'>
[ INFO ]  Registered a new subclass with key: Rsqrt
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.SquareExtractor'>
[ INFO ]  Registered a new subclass with key: Square
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.NegExtractor'>
[ INFO ]  Registered a new subclass with key: Neg
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.ZerosLike'>
[ INFO ]  Registered a new subclass with key: ZerosLike
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.MaximumExtractor'>
[ INFO ]  Registered a new subclass with key: Maximum
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.MinimumExtractor'>
[ INFO ]  Registered a new subclass with key: Minimum
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.PowExtractor'>
[ INFO ]  Registered a new subclass with key: Pow
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.LogicalAndFrontExtractor'>
[ INFO ]  Registered a new subclass with key: LogicalAnd
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.LogicalOrFrontExtractor'>
[ INFO ]  Registered a new subclass with key: LogicalOr
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.EqualExtractor'>
[ INFO ]  Registered a new subclass with key: Equal
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.LessEqualExtractor'>
[ INFO ]  Registered a new subclass with key: LessEqual
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.LessExtractor'>
[ INFO ]  Registered a new subclass with key: Less
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.GreaterExtractor'>
[ INFO ]  Registered a new subclass with key: Greater
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.GreaterEqualExtractor'>
[ INFO ]  Registered a new subclass with key: GreaterEqual
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.NotEqualExtractor'>
[ INFO ]  Registered a new subclass with key: NotEqual
[ INFO ]  New subclass: <class 'extensions.front.tf.elementwise_ext.FloorModFrontExtractor'>
[ INFO ]  Registered a new subclass with key: FloorMod
[ INFO ]  New subclass: <class 'extensions.front.tf.expand_dims_ext.ExpandDimsExtractor'>
[ INFO ]  Registered a new subclass with key: ExpandDims
[ INFO ]  New subclass: <class 'extensions.front.tf.extract_image_patches_ext.ExtractImagePatchesExtractor'>
[ INFO ]  Registered a new subclass with key: ExtractImagePatches
[ INFO ]  New subclass: <class 'extensions.front.tf.fifo_queue_v2_ext.FIFOQueueV2Extractor'>
[ INFO ]  Registered a new subclass with key: FIFOQueueV2
[ INFO ]  New subclass: <class 'extensions.front.tf.fill_ext.FillExtractor'>
[ INFO ]  Registered a new subclass with key: Fill
[ INFO ]  New subclass: <class 'extensions.front.tf.gather_ext.GatherFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Gather
[ INFO ]  New subclass: <class 'extensions.front.tf.gather_ext.ResourceGatherFrontExtractor'>
[ INFO ]  Registered a new subclass with key: ResourceGather
[ INFO ]  New subclass: <class 'extensions.front.tf.gather_ext.GatherV2FrontExtractor'>
[ INFO ]  Registered a new subclass with key: GatherV2
[ INFO ]  New subclass: <class 'extensions.front.tf.identity_ext.IdentityFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Identity
[ INFO ]  New subclass: <class 'extensions.front.tf.identity_ext.ReadVariableOpFrontExtractor'>
[ INFO ]  Registered a new subclass with key: ReadVariableOp
[ INFO ]  New subclass: <class 'extensions.front.tf.identity_ext.StopGradientExtractor'>
[ INFO ]  Registered a new subclass with key: StopGradient
[ INFO ]  New subclass: <class 'extensions.front.tf.lrn_ext.LRNExtractor'>
[ INFO ]  Registered a new subclass with key: LRN
[ INFO ]  New subclass: <class 'extensions.front.tf.matmul_ext.MatMulExtractor'>
[ INFO ]  Registered a new subclass with key: MatMul
[ INFO ]  New subclass: <class 'extensions.front.tf.next_iteration_ext.NextIterationExtractor'>
[ INFO ]  Registered a new subclass with key: NextIteration
[ INFO ]  New subclass: <class 'extensions.front.tf.non_max_suppression_ext.NonMaxSuppressionV3Extractor'>
[ INFO ]  Registered a new subclass with key: NonMaxSuppressionV3
[ INFO ]  New subclass: <class 'extensions.front.tf.non_max_suppression_ext.NonMaxSuppressionV4Extractor'>
[ INFO ]  Registered a new subclass with key: NonMaxSuppressionV4
[ INFO ]  New subclass: <class 'extensions.front.tf.non_max_suppression_ext.NonMaxSuppressionV5Extractor'>
[ INFO ]  Registered a new subclass with key: NonMaxSuppressionV5
[ INFO ]  New subclass: <class 'extensions.front.tf.one_hot_ext.OneHotFrontExtractor'>
[ INFO ]  Registered a new subclass with key: OneHot
[ INFO ]  New subclass: <class 'extensions.front.tf.pad_ext.PadFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Pad
[ INFO ]  New subclass: <class 'extensions.front.tf.pad_ext.PadV2FrontExtractor'>
[ INFO ]  Registered a new subclass with key: PadV2
[ INFO ]  New subclass: <class 'extensions.front.tf.pad_ext.MirrorPadFrontExtractor'>
[ INFO ]  Registered a new subclass with key: MirrorPad
[ INFO ]  New subclass: <class 'extensions.front.tf.placeholder_ext.PlaceholderFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Placeholder
[ INFO ]  New subclass: <class 'extensions.front.tf.placeholder_with_default_ext.PlaceholderWithDefaultExtractor'>
[ INFO ]  Registered a new subclass with key: PlaceholderWithDefault
[ INFO ]  New subclass: <class 'extensions.front.tf.pooling_ext.AvgPoolFrontExtractor'>
[ INFO ]  Registered a new subclass with key: AvgPool
[ INFO ]  New subclass: <class 'extensions.front.tf.pooling_ext.MaxPoolFrontExtractor'>
[ INFO ]  Registered a new subclass with key: MaxPool
[ INFO ]  New subclass: <class 'extensions.front.tf.pooling_ext.MaxPool3DFrontExtractor'>
[ INFO ]  Registered a new subclass with key: MaxPool3D
[ INFO ]  New subclass: <class 'extensions.front.tf.pooling_ext.AvgPool3DFrontExtractor'>
[ INFO ]  Registered a new subclass with key: AvgPool3D
[ INFO ]  New subclass: <class 'extensions.front.tf.reduce_ext.AllFrontExtractor'>
[ INFO ]  Registered a new subclass with key: All
[ INFO ]  New subclass: <class 'extensions.front.tf.reduce_ext.MaxFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Max
[ INFO ]  New subclass: <class 'extensions.front.tf.reduce_ext.MeanExtractor'>
[ INFO ]  Registered a new subclass with key: Mean
[ INFO ]  New subclass: <class 'extensions.front.tf.reduce_ext.ProdFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Prod
[ INFO ]  New subclass: <class 'extensions.front.tf.reduce_ext.SumFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Sum
[ INFO ]  New subclass: <class 'extensions.front.tf.reshape_related_ext.RankFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Rank
[ INFO ]  New subclass: <class 'extensions.front.tf.reshape_related_ext.ReshapeExtractor'>
[ INFO ]  Registered a new subclass with key: Reshape
[ INFO ]  New subclass: <class 'extensions.front.tf.reshape_related_ext.ShapeExtractor'>
[ INFO ]  Registered a new subclass with key: Shape
[ INFO ]  New subclass: <class 'extensions.front.tf.reshape_related_ext.SizeFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Size
[ INFO ]  New subclass: <class 'extensions.front.tf.reshape_related_ext.SqueezeExtractor'>
[ INFO ]  Registered a new subclass with key: Squeeze
[ INFO ]  New subclass: <class 'extensions.front.tf.resize_bilinear.ResizeBilinearFrontExtractor'>
[ INFO ]  Registered a new subclass with key: ResizeBilinear
[ INFO ]  New subclass: <class 'extensions.front.tf.resize_nearest_neighbor.ResizeNearestNeighborFrontExtractor'>
[ INFO ]  Registered a new subclass with key: ResizeNearestNeighbor
[ INFO ]  New subclass: <class 'extensions.front.tf.reverse_sequence.ReverseSequenceFrontExtractor'>
[ INFO ]  Registered a new subclass with key: ReverseSequence
[ INFO ]  New subclass: <class 'extensions.front.tf.reverse_v2.ReverseV2FrontExtractor'>
[ INFO ]  Registered a new subclass with key: ReverseV2
[ INFO ]  New subclass: <class 'extensions.front.tf.select_ext.SelectExtractor'>
[ INFO ]  Registered a new subclass with key: Select
[ INFO ]  New subclass: <class 'extensions.front.tf.sign_ext.SignExtractor'>
[ INFO ]  Registered a new subclass with key: Sign
[ INFO ]  New subclass: <class 'extensions.front.tf.slice_ext.SliceExtractor'>
[ INFO ]  Registered a new subclass with key: Slice
[ INFO ]  New subclass: <class 'extensions.front.tf.softmax_ext.SoftmaxFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Softmax
[ INFO ]  New subclass: <class 'extensions.front.tf.space_to_depth_ext.SpaceToDepthFrontExtractor'>
[ INFO ]  Registered a new subclass with key: SpaceToDepth
[ INFO ]  New subclass: <class 'extensions.front.tf.sparse_fill_empty_rows_ext.SparseFillEmptyRowsFrontExtractor'>
[ INFO ]  Registered a new subclass with key: SparseFillEmptyRows
[ INFO ]  New subclass: <class 'extensions.front.tf.sparse_segment_mean_ext.SparseSegmentMeanFrontExtractor'>
[ INFO ]  Registered a new subclass with key: SparseSegmentMean
[ INFO ]  New subclass: <class 'extensions.front.tf.sparse_segment_sqrtn_ext.SparseSegmentSqrtNFrontExtractor'>
[ INFO ]  Registered a new subclass with key: SparseSegmentSqrtN
[ INFO ]  New subclass: <class 'extensions.front.tf.sparse_segment_sum_ext.SparseSegmentSumFrontExtractor'>
[ INFO ]  Registered a new subclass with key: SparseSegmentSum
[ INFO ]  New subclass: <class 'extensions.front.tf.sparse_to_dense_ext.SparseToDenseFrontExtractor'>
[ INFO ]  Registered a new subclass with key: SparseToDense
[ INFO ]  New subclass: <class 'extensions.front.tf.split_ext.SplitVExtractor'>
[ INFO ]  Registered a new subclass with key: SplitV
[ INFO ]  New subclass: <class 'extensions.front.tf.split_ext.UnpackExtractor'>
[ INFO ]  Registered a new subclass with key: Unpack
[ INFO ]  New subclass: <class 'extensions.front.tf.split_ext.SplitExtractor'>
[ INFO ]  Registered a new subclass with key: Split
[ INFO ]  New subclass: <class 'extensions.front.tf.tile_ext.TileExtractor'>
[ INFO ]  Registered a new subclass with key: Tile
[ INFO ]  New subclass: <class 'extensions.front.tf.topk_ext.TopKExtractor'>
[ INFO ]  Registered a new subclass with key: TopK
[ INFO ]  New subclass: <class 'extensions.front.tf.topk_ext.TopKV2Extractor'>
[ INFO ]  Registered a new subclass with key: TopKV2
[ INFO ]  New subclass: <class 'extensions.front.tf.transpose_ext.TransposeFrontExtractorTF'>
[ INFO ]  Registered a new subclass with key: Transpose
[ INFO ]  New subclass: <class 'extensions.front.tf.unique_ext.UniqueFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Unique
[ INFO ]  New subclass: <class 'extensions.front.tf.variable_ext.VariableExtractor'>
[ INFO ]  Registered a new subclass with key: Variable
[ INFO ]  New subclass: <class 'extensions.front.tf.variable_ext.VariableV2Extractor'>
[ INFO ]  Registered a new subclass with key: VariableV2
[ WARNING ]  Skipped <class 'extensions.front.AttributedGatherNormalizer.AttributedGatherNormalizer'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.InterpolateNormalizer.InterpolateNormalizer'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.LRNReplacer.LRNReplacer'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.Log1p.Log1p'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.Pack.Pack'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.PowerToEltwises.PowerToEltwises'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.tf.FakeQuantWithMinMaxVars.FakeQuantWithMinMaxVarsToQuantize'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.div.Div'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.eltwise_n.EltwiseNReplacement'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.rank_decomposer.RankDecomposer'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.image_scaler.ImageScaler'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.instance_normalization.InstanceNormalization'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.reciprocal.ReciprocalReplacer'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.sub.Sub'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.softsign_replacer.SoftSign'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.split_normalizer.SqueezeAxis'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.squared_difference.SquaredDifference'> registration because it was already registered or it was disabled.
[ INFO ]  New subclass: <class 'extensions.front.tf.BlockLSTM.BlockLSTM'>
[ INFO ]  Registered a new subclass with key: BlockLSTM
[ INFO ]  New subclass: <class 'extensions.front.tf.CropAndResizeReplacement.CropAndResizeReplacement'>
[ INFO ]  Registered a new subclass with key: CropAndResize
[ INFO ]  New subclass: <class 'extensions.front.tf.LogSoftmax.LogSoftmaxFrontReplacer'>
[ INFO ]  Registered a new subclass with key: LogSoftmax
[ INFO ]  New subclass: <class 'extensions.front.tf.SizeReplacer.SizeFrontReplacer'>
[ INFO ]  Registered a new subclass with key: Size
[ INFO ]  New subclass: <class 'extensions.front.tf.assign_elimination.AssignElimination'>
[ INFO ]  Registered a new subclass with key: Assign
[ INFO ]  New subclass: <class 'extensions.front.tf.assign_elimination.AssignSubElimination'>
[ INFO ]  Registered a new subclass with key: AssignSub
[ INFO ]  New subclass: <class 'extensions.front.tf.assign_elimination.AssignAddElimination'>
[ INFO ]  Registered a new subclass with key: AssignAdd
[ INFO ]  New subclass: <class 'extensions.front.tf.assign_elimination.AssertElimination'>
[ INFO ]  Registered a new subclass with key: Assert
[ INFO ]  New subclass: <class 'extensions.front.tf.fake_const_ext.FakeConstToConst'>
[ INFO ]  Registered a new subclass with key: FakeConst
[ INFO ]  New subclass: <class 'extensions.front.tf.swish.Swish'>
[ INFO ]  Registered a new subclass with key: swish_f32
[ WARNING ]  Skipped <class 'mo.front.common.replacement.FrontReplacementSubgraph'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.user_data_repack.UserDataRepack'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.front.tf.replacement.FrontReplacementFromConfigFileGeneral'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.ChangePlaceholderTypes.ChangePlaceholderTypes'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.ExpandDimsToUnsqueeze.ExpandDimsToUnsqueeze'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.FillToBroadcast.FillToBroadcast'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.pass_separator.FrontStart'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.pass_separator.FrontFinish'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.SqueezeNormalize.SqueezeNormalize'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.TopKNormalize.TopKNormalize'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.binary_quantize_normalization.BinaryFakeQuantizeNormalization'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.create_tensor_nodes.CreateTensorNodes'> registration because it was already registered or it was disabled. 
[ WARNING ]  Skipped <class 'extensions.front.disable_weights_quantize_value_propagation.DisableQuantizeValuePropagation'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.global_pooling_to_reduce.GlobalPoolingToReduce'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.input_cut.InputCut'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.output_cut.OutputCut'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.override_batch.OverrideBatch'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.transformations_config.TransformationsConfig'> registration because it was already registered or it was disabled.
[ INFO ]  New subclass: <class 'extensions.front.tf.GNMT_DynamicSequenceLengths.GNMT_sequence_lengths'>
[ INFO ]  New subclass: <class 'extensions.front.tf.tensorflow_custom_operations_config_update.TensorflowCustomOperationsConfigUpdate'>
[ INFO ]  New subclass: <class 'extensions.front.tf.tensorflow_patterns.TensorflowSubgraphPatterns'>
[ INFO ]  New subclass: <class 'extensions.front.tf.tensorflow_patterns.TensorflowOperationPatterns'>
[ INFO ]  New subclass: <class 'extensions.front.tf.variables_values_freezing.VariablesToConstants'>
[ WARNING ]  Skipped <class 'mo.front.common.replacement.FrontReplacementOp'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'mo.front.tf.replacement.FrontReplacementFromConfigFileSubGraph'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.ArgMaxSqueeze.ArgMaxSqueeze'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.ChangeCastOutputType.ChangeCastOutputType'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.MatMul_normalizer.FullyConnectedDecomposer'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.MatMul_normalizer.GemmDecomposer'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.restore_ports.RestorePorts'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.MoveEmbeddedInputsToInputs.MoveEmbeddedInputsToInputs'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.TransposeOrderNormalizer.TransposeOrderNormalizer'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.no_op_eraser.NoOpEraser'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.standalone_const_eraser.StandaloneConstEraser'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.flatten_to_reshape.FlattenToReshape'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.freeze_placeholder_value.FreezePlaceholderValue'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.reduce_axis_normalizer.ReduceAxisNormalizer'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.reshape_dim_normalizer.ReshapeDimNormalizer'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.softmax.SoftmaxFromKeras'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.split_normalizer.SplitInputsReconnect'> registration because it was already registered or it was disabled. 
[ WARNING ]  Skipped <class 'extensions.front.split_normalizer.AttributedSplitToSplit'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.split_normalizer.AttributedVariadicSplitToVariadicSplit'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.split_normalizer.VariadicSplitInputsSwap'> registration because it was already registered or it was disabled.
[ INFO ]  New subclass: <class 'extensions.front.tf.BatchToSpaceNDToUpsample.BatchToSpaceNDToUpsample'>
[ INFO ]  New subclass: <class 'extensions.front.tf.CTCGreedyDecoder.CTCGreedyDecoderReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.nearest_neighbor_upsampling.NearestNeighborUpsampling'>
[ INFO ]  New subclass: <class 'extensions.front.tf.FlattenToReshape.FlattenToReshapeableReshape'>
[ INFO ]  New subclass: <class 'extensions.front.tf.SwitchMergeOptimization.SwitchMergeOptimization'>
[ INFO ]  New subclass: <class 'extensions.front.tf.UnpackPackReverseInputChannels.UnpackPackReverseInputChannels'>
[ INFO ]  New subclass: <class 'extensions.front.tf.basic_lstm_cell.BasicLSTMCell'>
[ INFO ]  New subclass: <class 'extensions.front.tf.bucketize.BucketizeFrontReplacer'>
[ INFO ]  New subclass: <class 'extensions.front.tf.concat.Concat'>
[ INFO ]  New subclass: <class 'extensions.front.tf.fifo_replacer.FIFOQueue'>
[ INFO ]  New subclass: <class 'extensions.front.tf.fifo_replacer.QueueDequeueManyV2'>
[ INFO ]  New subclass: <class 'extensions.front.tf.mvn.MVNReplacer'>
[ INFO ]  New subclass: <class 'extensions.front.tf.mvn_unrolled.MVNUnrolled'>
[ INFO ]  New subclass: <class 'extensions.front.tf.non_max_suppression_normalize.TFNonMaxSuppressionNormalize'>
[ INFO ]  New subclass: <class 'extensions.front.tf.prelu.PReLU'>
[ INFO ]  New subclass: <class 'extensions.front.tf.prelu.PReLUWithAbs'>
[ INFO ]  New subclass: <class 'extensions.front.tf.sparse_weighted_sum.ExperimentalSparseWeightedSumFrontReplacer'>
[ INFO ]  New subclass: <class 'extensions.front.tf.sparse_weighted_sum.ExperimentalSparseWeightedSumFrontReplacer2'>
[ INFO ]  New subclass: <class 'extensions.front.tf.swap_deconv_inputs.SwapDeconvInputs'>
[ INFO ]  New subclass: <class 'extensions.front.tf.transposed_mvn_unrolled.TransposedMVNUnrolled'>
[ WARNING ]  Skipped <class 'mo.front.tf.replacement.FrontReplacementFromConfigFileOp'> registration because it was already registered or it was disabled.
[ INFO ]  New subclass: <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPreprocessorReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIMaskRCNNROIPoolingSecondReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIProposalReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPISSDPostprocessorReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPSROIPoolingReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.RetinaNetFilteredDetectionsReplacement.RetinaNetFilteredDetectionsReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.SSDToolboxDetectionOutput.SSDToolboxDetectionOutputReplacement'>
[ WARNING ]  Skipped <class 'extensions.front.YOLO.YoloRegionAddon'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.front.YOLO.YoloV3RegionAddon'> registration because it was already registered or it was disabled.
[ INFO ]  New subclass: <class 'extensions.front.tf.InterpolateTransposes.InterpolateTranspose'>
[ INFO ]  New subclass: <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIMaskRCNNSigmoidReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIOutputReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIConstValueOverride'>
[ WARNING ]  Skipped <class 'extensions.middle.pass_separator.PreMiddleStart'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.middle.pass_separator.MiddleStart'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.middle.pass_separator.MiddleFinish'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.middle.pass_separator.PostMiddleStart'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.middle.InsertLayoutPropagationTransposes.InsertLayoutPropagationTranspose'> registration because it was already registered or it was disabled.
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorCondition.LoopConditionMatcher'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorCondition.SimpleConditionMatcher'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorCondition.DynamicDecoderConditionMatcher'>
[ INFO ]  New subclass: <class 'extensions.middle.MulFakeQuantizeFuse.MulFakeQuantizeFuse'>
[ INFO ]  New subclass: <class 'extensions.middle.AddFakeQuantizeFuse.AddFakeQuantizeFuse'>
[ INFO ]  New subclass: <class 'extensions.middle.AddIsCyclicAttribute.AddIsCyclicAttribute'>
[ INFO ]  New subclass: <class 'extensions.middle.AddMeanScaleValues.AddMeanScaleValues'>
[ INFO ]  New subclass: <class 'extensions.middle.AnchorToPriorBox.AnchorToPriorBoxes'>
[ INFO ]  New subclass: <class 'extensions.middle.LayoutChangeForConstantShapePaths.LayoutChangeForConstantShapePaths'>
[ INFO ]  New subclass: <class 'extensions.middle.ApplyNHWCtoNCHWpermutation.ApplyNHWCtoNCHWpermutation'>
[ INFO ]  New subclass: <class 'extensions.middle.ApplyPermutations.ApplyPermutation'>
[ INFO ]  New subclass: <class 'extensions.middle.ArgMaxToTopK.ArgMaxToTopK'>
[ INFO ]  Registered a new subclass with key: ArgMax
[ INFO ]  New subclass: <class 'extensions.middle.AttributedTileNormalizer.AttributedTileNormalizer'>
[ INFO ]  New subclass: <class 'extensions.middle.EltwiseChecker.EltwiseChecker'>
[ INFO ]  New subclass: <class 'extensions.middle.BiasAddBroadcasting.BiasAddInputBroadcasting'>
[ INFO ]  New subclass: <class 'extensions.middle.CheckForCycle.CheckForCycle'>
[ INFO ]  New subclass: <class 'extensions.middle.DeleteNotExecutable.DeleteNotExecutable'>
[ INFO ]  New subclass: <class 'extensions.middle.BinarizeWeightsM1P1.BinarizeWeightsM1P1'>
[ INFO ]  New subclass: <class 'extensions.middle.BlockLSTMtoLSTMSequence.BlockLSTMtoLSTMSequence'>
[ INFO ]  New subclass: <class 'extensions.middle.EltwiseInputReshape.Eltwise1DInputReshape'>
[ INFO ]  New subclass: <class 'extensions.middle.EltwiseInputReshape.EltwiseInputReshape'>
[ INFO ]  New subclass: <class 'extensions.middle.EltwiseInputNormalization.EltwiseInputNormalize'>
[ INFO ]  New subclass: <class 'extensions.middle.FuseReshapesSequence.FuseReshapesSequence'>
[ INFO ]  New subclass: <class 'extensions.middle.RemoveRedundantReshapes.RemoveRedundantReshapes'>
[ INFO ]  New subclass: <class 'extensions.middle.DeleteControlFlowEdges.DeleteControlFlowEdges'>
[ INFO ]  New subclass: <class 'extensions.middle.quantize_fuses.MarkNodesToFuseUpToFakeQuantize'>
[ INFO ]  New subclass: <class 'extensions.middle.quantize_fuses.FakeQuantizeFuse'>
[ INFO ]  New subclass: <class 'extensions.middle.fusings.Fusing'>
[ INFO ]  New subclass: <class 'extensions.middle.ConcatOptimization.ConcatOptimization'>
[ INFO ]  New subclass: <class 'extensions.middle.ConstSwitchResolver.ConstSwitchEraser'>
[ INFO ]  New subclass: <class 'extensions.middle.ConvToBinaryConv.ConvToBinaryConv'>
[ INFO ]  New subclass: <class 'extensions.middle.SliceConverter.ConvertSlice'>
[ INFO ]  Registered a new subclass with key: Slice
[ INFO ]  New subclass: <class 'extensions.middle.ConvertGroupedStridedSlice.ConvertGroupedStridedSlice'>
[ INFO ]  New subclass: <class 'extensions.middle.ConvertLayoutDependentOperations.ConvertLayoutDependentOperations'>
[ INFO ]  New subclass: <class 'extensions.middle.ConvertMultiInputConv.ConvertMultiInputConv'>
[ INFO ]  New subclass: <class 'extensions.middle.CustomSubgraphCall.CustomSubgraphCall'>
[ INFO ]  New subclass: <class 'extensions.middle.DecomposeBias.DecomposeBias'>
[ INFO ]  New subclass: <class 'extensions.middle.DecomposeBidirectionalRNNSequence.DecomposeBidirectionalRNNSequence'>
[ INFO ]  New subclass: <class 'extensions.middle.Deconvolution3rdInputNormalization.Deconvolution3rdInputNormalization'>
[ INFO ]  New subclass: <class 'extensions.middle.DepthToSpace.DepthToSpace'>
[ INFO ]  New subclass: <class 'extensions.middle.DilatedConvolution.DilatedConvolutionConverter'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorMerge.TensorIteratorMerge'>
[ INFO ]  New subclass: <class 'extensions.middle.FakeSplitOutputs.AddFakeOutputsToSplit'>
[ INFO ]  New subclass: <class 'extensions.middle.FakeSplitOutputs.AddFakeOutputsToVariadicSplit'>
[ INFO ]  New subclass: <class 'extensions.middle.FusedBatchNormNonConstant.FusedBatchNormNonConstant'>
[ INFO ]  New subclass: <class 'extensions.middle.FusedBatchNormTraining.FusedBatchNormTraining'>
[ INFO ]  New subclass: <class 'extensions.middle.GRURNNSequenceToTensorIterator.GRUAndRNNToTensorIterator'>
[ INFO ]  New subclass: <class 'extensions.middle.GatherNdNormalizer.GatherNdNormalize'>
[ INFO ]  New subclass: <class 'extensions.middle.GroupNorm.GroupNormToMVN'>
[ INFO ]  Registered a new subclass with key: GroupNorm
[ INFO ]  New subclass: <class 'extensions.middle.InputCut.MiddleInputCut'>
[ INFO ]  New subclass: <class 'extensions.middle.InsertSelect.AddSelectBeforeMemoryNodePattern'>
[ INFO ]  New subclass: <class 'extensions.middle.L2NormToNorm.L2NormToNorm'>
[ INFO ]  New subclass: <class 'extensions.middle.RNNSequenceNormalizeToIE.RNNSequenceNormalize'>
[ INFO ]  New subclass: <class 'extensions.middle.LSTMRNNSequenceToTensorIterator.LSTMToTensorIterator'>
[ INFO ]  New subclass: <class 'extensions.middle.LeakyReluPattern.LeakyReLU'>
[ INFO ]  New subclass: <class 'extensions.middle.MXNetRNNSequenceNormalize.MXNetRNNSequenceNormalize'>
[ INFO ]  New subclass: <class 'extensions.middle.MXNetSplitMultiLayers.MXNetSplitLayersToRNNSequence'>
[ INFO ]  New subclass: <class 'extensions.middle.MXRepeatReplacer.MXRepeatReplacer'>
[ INFO ]  New subclass: <class 'extensions.middle.MXTileReplacer.MXTileReplacer'>
[ INFO ]  New subclass: <class 'extensions.middle.MinimumMiddleReplacer.MinimumMiddleReplacer'>
[ INFO ]  New subclass: <class 'extensions.middle.MulAddToSS.MulAddToSS'>
[ INFO ]  New subclass: <class 'extensions.middle.NasNet.NasNet'>
[ INFO ]  New subclass: <class 'extensions.middle.NormalizePad.NormalizePad'>
[ INFO ]  New subclass: <class 'extensions.middle.ONNXRNNSequenceNormalize.ONNXRNNSequenceNormalize'>
[ INFO ]  New subclass: <class 'extensions.middle.PartialInfer.PartialInfer'>
[ INFO ]  New subclass: <class 'extensions.middle.ReluQuantizeFuse.ReluFakeQuantizeMark'>
[ INFO ]  New subclass: <class 'extensions.middle.ReluQuantizeFuse.ClampQuantizeMark'>
[ INFO ]  New subclass: <class 'extensions.middle.ReluQuantizeFuse.ReluQuantizeFuse'>
[ INFO ]  New subclass: <class 'extensions.middle.RemoveDuplicationMemory.RemoveMemoryDuplicationPattern'>
[ INFO ]  New subclass: <class 'extensions.middle.RemoveDuplicationMemory.MergeNeighborSplicePattern'>
[ INFO ]  New subclass: <class 'extensions.middle.RemoveIdentity.RemoveIdentity'>
[ INFO ]  New subclass: <class 'extensions.middle.RemoveIdentity.RemoveDropout'>
[ INFO ]  New subclass: <class 'extensions.middle.RemoveIdentity.RemoveNodesWithZeroPhase'>
[ INFO ]  New subclass: <class 'extensions.middle.RemoveRedundantReshapeAfterCropAndResize.RemoveRedundantReshapeAfterCropAndResize'>
[ INFO ]  New subclass: <class 'extensions.middle.RemoveUselessConcatSplit.RemoveUselessConcatSplitPattern'>
[ INFO ]  New subclass: <class 'extensions.middle.RemoveUselessCrops.RemoveUselessCropsPattern'>
[ INFO ]  New subclass: <class 'extensions.middle.ReplaceMemoryOffsetWithSplice.ReplaceMemoryOffsetNodePattern'>
[ INFO ]  New subclass: <class 'extensions.middle.ReplaceMemoryOffsetWithSplice.ReplaceMemoryOffsetWithMemoryNodePattern'>
[ INFO ]  New subclass: <class 'extensions.middle.ReplacePNorm.ReplacePNormNodePattern'>
[ INFO ]  New subclass: <class 'extensions.middle.ReplaceSpliceNodePattern.ReplaceSpliceNodePattern'>
[ INFO ]  New subclass: <class 'extensions.middle.ReverseTransposeNormalization.ReverseTransposeNormalization'>
[ INFO ]  New subclass: <class 'extensions.middle.ReverseV2ToReverseSequence.ReverseToReverseSequence'>
[ INFO ]  New subclass: <class 'extensions.middle.ScaleInput.ScaleInput'>
[ INFO ]  New subclass: <class 'extensions.middle.SharedWeightsDuplication.SharedWeightsDuplication'>
[ INFO ]  New subclass: <class 'extensions.middle.ShuffleChannel.ShuffleChannel'>
[ INFO ]  New subclass: <class 'extensions.middle.SwapAxesMiddleReplacer.SwapAxisMiddleReplacer'>
[ INFO ]  New subclass: <class 'extensions.middle.TF_lstm_cell_to_generic.TensorFlowLSTMtoGeneric'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorBackEdge.BackEdgesMatching'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorConditionChecker.ConditionChecks'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorInput.SmartInputMatcher'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorInput.SimpleInputMatcher'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorInput.BackEdgeSimpleInputMatcher'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorLSTMToLSTMSequence.TensorIteratorLSTM'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorOutput.SmartOutputMatcher'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorOutput.SimpleOutputMatcher'>
[ INFO ]  New subclass: <class 'extensions.middle.UpsampleToResample.UpsampleToResample'>
[ INFO ]  New subclass: <class 'extensions.middle.UselessMerge.UselessMergeEraser'>
[ INFO ]  New subclass: <class 'extensions.middle.UselessSplitEraser.UselessSplitEraser'>
[ INFO ]  New subclass: <class 'extensions.middle.UselessStridedSlice.UselessStridedSliceEraser'>
[ INFO ]  New subclass: <class 'extensions.middle.permute_tensor_iterator.TransposeTensorIteratorLSTM'>
[ INFO ]  New subclass: <class 'extensions.middle.preprocessing.Preprocessing'>
[ INFO ]  New subclass: <class 'extensions.middle.preprocessing.CaffeMeanFileProcessing'>
[ INFO ]  New subclass: <class 'extensions.middle.reverse_tensor_iterator.ReverseTensorIteratorLSTM'>
[ INFO ]  New subclass: <class 'extensions.middle.space_to_depth.SpaceToDepth'>
[ INFO ]  New subclass: <class 'extensions.middle.sparse_reshape.SparseReshapeMiddleReplacer'>
[ INFO ]  New subclass: <class 'extensions.middle.ssd_anchors_to_const.SsdAnchorsMiddleReplacer'>
[ INFO ]  New subclass: <class 'extensions.middle.wights_permute_normalizer.WeightsPermuteNormalizer'>
[ WARNING ]  Skipped <class 'extensions.back.pass_separator.BackStart'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.back.pass_separator.BackFinish'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.back.SpecialNodesFinalization.RemoveConstOps'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.back.SpecialNodesFinalization.CreateConstNodesReplacement'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.back.SpecialNodesFinalization.RemoveOutputOps'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.back.SpecialNodesFinalization.NormalizeTI'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.back.RemoveUselessConvert.RemoveUselessConvert'> registration because it was already registered or it was disabled.
[ WARNING ]  Skipped <class 'extensions.back.op_versioning.OpVersioning'> registration because it was already registered or it was disabled.
[ INFO ]  New subclass: <class 'extensions.back.split_normalizer.SplitNormalizer'>
[ INFO ]  New subclass: <class 'extensions.back.split_normalizer.VariadicSplitNormalizer'>
[ INFO ]  New subclass: <class 'extensions.back.split_normalizer.PassVariadicSplitAsIs'>
[ INFO ]  New subclass: <class 'extensions.back.ReverseInputChannels.InsertReverseChannels'>
[ INFO ]  New subclass: <class 'extensions.back.ReverseInputChannels.ReverseChannelsPropagationDown'>
[ INFO ]  New subclass: <class 'extensions.back.ReverseInputChannels.ReverseChannelsPropagationUp'>
[ INFO ]  New subclass: <class 'extensions.back.ReverseInputChannels.DecomposeReverseChannels'>
[ INFO ]  New subclass: <class 'extensions.back.ReverseInputChannels.ApplyReverseChannels'>
[ INFO ]  New subclass: <class 'extensions.back.ActivationsNormalizer.ActivationsNormalizer'>
[ INFO ]  New subclass: <class 'extensions.back.AvgPool.AvgPool'>
[ INFO ]  New subclass: <class 'extensions.back.ForceStrictPrecision.ForceStrictPrecision'>
[ INFO ]  New subclass: <class 'extensions.back.ReshapeMutation.ReshapeMutation'>
[ INFO ]  New subclass: <class 'extensions.back.ReshapeMutation.DisableReshapeMutationInTensorIterator'>
[ INFO ]  New subclass: <class 'extensions.back.ConvolutionNormalizer.ConvolutionNormalizer'>
[ INFO ]  New subclass: <class 'extensions.back.ConvolutionNormalizer.ConvolutionReshaper'>
[ INFO ]  New subclass: <class 'extensions.back.ConvolutionNormalizer.ConvolutionWithGroupsResolver'>
[ INFO ]  New subclass: <class 'extensions.back.ConvolutionNormalizer.PullReshapeThroughFQ'>
[ INFO ]  New subclass: <class 'extensions.back.ConvolutionNormalizer.DeconvolutionNormalizer'>
[ INFO ]  New subclass: <class 'extensions.back.CropToStridedSlice.CropToStridedSlice'>
[ INFO ]  New subclass: <class 'extensions.back.ParameterToPlaceholder.ParameterToInput'>
[ INFO ]  New subclass: <class 'extensions.back.CutMemory.CutMemory'>
[ INFO ]  New subclass: <class 'extensions.back.DumpFakeQuantStat.DumpFakeQuantStat'>
[ INFO ]  New subclass: <class 'extensions.back.ElementwiseOpsToEltwiseOps.SimpleEltwiseToEltwiseOp'>
[ INFO ]  New subclass: <class 'extensions.back.ElementwiseOpsToEltwiseOps.DivideToEltwises'>
[ INFO ]  New subclass: <class 'extensions.back.ElementwiseOpsToEltwiseOps.SubtractToEltwises'>
[ INFO ]  New subclass: <class 'extensions.back.ElementwiseOpsToEltwiseOps.EltwisesWithScalarInputToPower'>
[ INFO ]  New subclass: <class 'extensions.back.ElementwiseOpsToEltwiseOps.MulAddPowerMerge'>
[ INFO ]  New subclass: <class 'extensions.back.ElementwiseOpsToEltwiseOps.MulPowPowerMerge'>
[ INFO ]  New subclass: <class 'extensions.back.ElementwiseOpsToEltwiseOps.AddPowPowerMerge'>
[ INFO ]  New subclass: <class 'extensions.back.ElementwiseOpsToEltwiseOps.MulAddPowPowerMerge'>
[ INFO ]  New subclass: <class 'extensions.back.EnableConstantStridedSlice.EnableConstantStridedSlice'>
[ INFO ]  New subclass: <class 'extensions.back.FuseTransposesSequence.FuseTransposesSequence'>
[ INFO ]  New subclass: <class 'extensions.back.GatherNormalizer.Gather0D'>
[ INFO ]  New subclass: <class 'extensions.back.GatherNormalizer.GatherNormalizer'>
[ INFO ]  New subclass: <class 'extensions.back.GatherNormalizer.GatherTreeNormalizer'>
[ INFO ]  New subclass: <class 'extensions.back.GroupedConvWeightsNormalize.GroupedConvWeightsNormalize'>
[ INFO ]  New subclass: <class 'extensions.back.I64ToI32.I64ToI32'>
[ INFO ]  New subclass: <class 'extensions.back.ShapeOfToShape.ShapeOfToShape'>
[ INFO ]  New subclass: <class 'extensions.back.InterpolateToInterpOrResample.InterpolateToInterpOrResample'>
[ INFO ]  New subclass: <class 'extensions.back.LRNToNorm.LRN_normalization'>
[ INFO ]  New subclass: <class 'extensions.back.LSTMCellNormalizer.LSTMCellNormalizer'>
[ INFO ]  New subclass: <class 'extensions.back.LeakyReLUMutation.LeakyReLUMutation'>
[ INFO ]  New subclass: <class 'extensions.back.LeakyReluToReluWithNegativeSlope.LeakyReluToReluWithNegativeSlope'>
[ INFO ]  New subclass: <class 'extensions.back.OptimizeTransposeReshapeSequence.OptimizeTransposeReshapeSequence'>
[ INFO ]  New subclass: <class 'extensions.back.TransposeToPermute.TransposeToPermute'>
[ INFO ]  New subclass: <class 'extensions.back.MatMulNormalizer.MatMulConstTransposesExtraction'>
[ INFO ]  New subclass: <class 'extensions.back.MatMulNormalizer.MatMulToFullyConnected'>
[ INFO ]  New subclass: <class 'extensions.back.MatMulNormalizer.SSBiasAddonForFC'>
[ INFO ]  New subclass: <class 'extensions.back.MatMulNormalizer.BiasAddonForFC'>
[ INFO ]  New subclass: <class 'extensions.back.MatMulNormalizer.FullyConnectedFinalization'>
[ INFO ]  New subclass: <class 'extensions.back.MatMulNormalizer.PullTransposeThroughFQUp'>
[ INFO ]  New subclass: <class 'extensions.back.MaxPool.MaxPool'>
[ INFO ]  New subclass: <class 'extensions.back.ScalarConstNormalize.ScalarNormalize'>
[ INFO ]  New subclass: <class 'extensions.back.ScalarConstNormalize.ScalarNormalizeForSpecificOps'>
[ INFO ]  New subclass: <class 'extensions.back.ScalarConstNormalize.RangeInputNormalize'>
[ INFO ]  New subclass: <class 'extensions.back.NonMaximumSuppressionNormalize.NonMaximumSuppressionNormalizer'>
[ INFO ]  New subclass: <class 'extensions.back.insert_compatibility_l2normalization.CompatibilityL2NormalizationPattern'>
[ INFO ]  New subclass: <class 'extensions.back.NormalizeToNormalizeL2.NormalizeToNormalizeL2'>
[ INFO ]  New subclass: <class 'extensions.back.OneHotNormalizer.OneHotNormalizer'>
[ INFO ]  New subclass: <class 'extensions.back.PackBinaryWeights.PackBinaryWeights'>
[ INFO ]  New subclass: <class 'extensions.back.PadNormalizer.PadNormalize'>
[ INFO ]  New subclass: <class 'extensions.back.StridedSliceMasksNormalizer.StridedSliceMasksNormalizer'>
[ INFO ]  New subclass: <class 'extensions.back.ProposalMutation.ProposalMutation'>
[ INFO ]  New subclass: <class 'extensions.back.RNNSequenceTypeRename.RNNSequence'>
[ INFO ]  New subclass: <class 'extensions.back.ReduceToPooling.ReduceReplacer'>
[ INFO ]  New subclass: <class 'extensions.back.ReduceToPooling.ReduceLogicalReplacer'>
[ INFO ]  New subclass: <class 'extensions.back.ReduceTransposeDimensions.ReduceTransposeDimensions'>
[ INFO ]  New subclass: <class 'extensions.back.Reshape0DToSqueeze.Reshape0DToSqueeze'>
[ INFO ]  New subclass: <class 'extensions.back.ResultNormalizer.ResultNormalizer'>
[ INFO ]  New subclass: <class 'extensions.back.SelectBroadcast.SelectBroadcast'>
[ INFO ]  New subclass: <class 'extensions.back.ShuffleChannelPatternOptimization.ShuffleChannelPatternOptimization'>
[ INFO ]  New subclass: <class 'extensions.back.ShufflenetReLUReorder.ShufflenetReLUReorder'>
[ INFO ]  New subclass: <class 'extensions.back.TileNormalizer.TileInputAlignment'>
[ INFO ]  New subclass: <class 'extensions.back.TileNormalizer.Tile3DReshaper'>
[ INFO ]  New subclass: <class 'extensions.back.TileNormalizer.TileMultipleAxisReplacer'>
[ INFO ]  New subclass: <class 'extensions.back.TileNormalizer.TileVersionDowngrader'>
[ INFO ]  New subclass: <class 'extensions.back.TopKNormalizer.TopKNormalizer'>
[ INFO ]  New subclass: <class 'extensions.back.UselessConcatRemoval.UselessConcatRemoval'>
[ INFO ]  New subclass: <class 'extensions.back.blob_normalizer.BlobNormalizer'>
[ INFO ]  New subclass: <class 'extensions.back.disable_unsupported_ND_operations.DisableUnsupportedNDOperations'>
[ INFO ]  New subclass: <class 'extensions.back.fuse_sub_div_min.Negate'>
[ INFO ]  New subclass: <class 'extensions.back.fuse_sub_div_min.EltwisesToSubtract'>
[ INFO ]  New subclass: <class 'extensions.back.fuse_sub_div_min.EltwisesToDiv'>
[ INFO ]  New subclass: <class 'extensions.back.kaldi_remove_memory_output.KaldiRemoveMemoryOutputBackReplacementPattern'>
[ INFO ]  New subclass: <class 'extensions.back.priorbox_mutation.PriorboxMutation'>
[ INFO ]  New subclass: <class 'extensions.back.remove_last_softmax_pattern.RemoveLastSoftMaxPattern'>
[ INFO ]  New subclass: <class 'extensions.back.remove_last_softmax_pattern.RemoveLastLogSoftMaxPattern'>
2020-03-19 10:01:18.178551: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'nvcuda.dll'; dlerror: nvcuda.dll not found
2020-03-19 10:01:18.202206: E tensorflow/stream_executor/cuda/cuda_driver.cc:318] failed call to cuInit: UNKNOWN ERROR (303)
2020-03-19 10:01:18.217015: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:169] retrieving CUDA diagnostic information for host: DESKTOP-7U0KVCT
2020-03-19 10:01:18.231213: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:176] hostname: DESKTOP-7U0KVCT
2020-03-19 10:01:18.240378: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2
[ WARNING ]  From %s: %s (from %s) is deprecated and will be removed %s.
Instructions for updating:
%s
[ INFO ]  Saver not created because there are no variables in the graph to restore
[ INFO ]  The specified SavedModel has no variables; no checkpoints were restored.
[ WARNING ]  From %s: %s (from %s) is deprecated and will be removed %s.
Instructions for updating:
%s
[ WARNING ]  From %s: %s (from %s) is deprecated and will be removed %s.
Instructions for updating:
%s
[ INFO ]  Froze %d variables.
[ INFO ]  Converted %d variables to const ops.
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
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[ WARNING ]  Broadcast of scalar to shape: [1]
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[ WARNING ]  Broadcast of scalar to shape: [1]
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[ WARNING ]  Broadcast of scalar to shape: [1]
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[ WARNING ]  Broadcast of scalar to shape: [1]
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[ WARNING ]  Broadcast of scalar to shape: [0]
[ WARNING ]  Broadcast of scalar to shape: [1]
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[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
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[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [  1 300]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [  1 300]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Instructions/layers that do not have attribute extractors:
[ WARNING ]      Round (2)
[ WARNING ]          Preprocessor/ResizeToRange/resize/Round
[ WARNING ]          Preprocessor/ResizeToRange/resize/Round_1
[ WARNING ]      Where (3)
[ WARNING ]          ClipToWindow/Where
[ WARNING ]          BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ClipToWindow/Where
[ WARNING ]          SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ClipToWindow/Where
[ INFO ]  Skip replacer <class 'extensions.middle.MulFakeQuantizeFuse.MulFakeQuantizeFuse'> (enabled = False)
[ INFO ]  Skip replacer <class 'extensions.analysis.json_print.AnalysisJSONPrint'> (enabled = False)
[ INFO ]  Skip replacer <class 'extensions.front.tf.variables_values_freezing.VariablesToConstants'> (graph_condition not satisfied)
[ INFO ]  Skip replacer <class 'extensions.front.tf.tensorflow_custom_operations_config_update.TensorflowCustomOperationsConfigUpdate'> (graph_condition not satisfied)
[ INFO ]  Skip replacer <class 'extensions.front.tf.tensorflow_patterns.TensorflowSubgraphPatterns'> (graph_condition not satisfied)
[ INFO ]  Skip replacer <class 'extensions.front.tf.tensorflow_patterns.TensorflowOperationPatterns'> (graph_condition not satisfied)
[ INFO ]  Registered custom replacement with id 'ObjectDetectionAPIPreprocessorReplacement'
[ INFO ]  Registered custom replacement with id 'ObjectDetectionAPIProposalReplacement'
[ INFO ]  Registered custom replacement with id 'ObjectDetectionAPIDetectionOutputReplacement'
[ INFO ]  Registered custom replacement with id 'ObjectDetectionAPIOutputReplacement'
[ INFO ]  Registered custom replacement with id 'ObjectDetectionAPIConstValueOverride'
[ WARNING ]  Configuration file for custom replacement with id 'TFYOLOV3' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'TFYOLOV3'
[ WARNING ]  Configuration file for custom replacement with id 'SSDToolboxDetectionOutput' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'SSDToolboxDetectionOutput'
[ WARNING ]  Configuration file for custom replacement with id 'RetinaNetFilteredDetectionsReplacement' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'RetinaNetFilteredDetectionsReplacement'
[ INFO ]  Node "map/Shape$ does not exist in the graph". Failed to match sub-graph by scope "ObjectDetectionAPIPreprocessorReplacement".
[ ERROR ]  Failed to match nodes from custom replacement description with id 'ObjectDetectionAPIPreprocessorReplacement':
It means model and custom replacement description are incompatible.
Try to correct custom replacement description according to documentation with respect to model node names
[ INFO ]  Node "map/TensorArrayStack/TensorArrayGatherV3" does not exist in the graph. Failed to match sub-graph by points "ObjectDetectionAPIProposalReplacement".
[ ERROR ]  Failed to match nodes from custom replacement description with id 'ObjectDetectionAPIProposalReplacement':
It means model and custom replacement description are incompatible.
Try to correct custom replacement description according to documentation with respect to model node names
[ INFO ]  Skip replacer <class 'extensions.front.squared_difference.SquaredDifference'> (graph_condition not satisfied)
[ INFO ]  Skip replacer <class 'extensions.front.LRNReplacer.LRNReplacer'> (graph_condition not satisfied)
[ WARNING ]  Configuration file for custom replacement with id 'InterpolateTranspose' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'InterpolateTranspose'
[ WARNING ]  Configuration file for custom replacement with id 'ObjectDetectionAPISSDPostprocessorReplacement' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'ObjectDetectionAPISSDPostprocessorReplacement'
[ WARNING ]  Configuration file for custom replacement with id 'TFYOLO' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'TFYOLO'
[ WARNING ]  The following nodes don't form connected sub-graph: ['SecondStagePostprocessor/Reshape/shape', 'SecondStagePostprocessor/Reshape', 'SecondStagePostprocessor/Reshape_1/shape', 'SecondStagePostprocessor/Reshape_1', 'SecondStagePostprocessor/ExpandDims/dim', 'SecondStagePostprocessor/ExpandDims', 'SecondStagePostprocessor/Tile/multiples', 'SecondStagePostprocessor/Tile', 'SecondStagePostprocessor/Reshape_2/shape', 'SecondStagePostprocessor/Reshape_2', 'SecondStagePostprocessor/Reshape_3/shape', 'SecondStagePostprocessor/Reshape_3', 'SecondStagePostprocessor/Decode/get_center_coordinates_and_sizes/transpose/perm', 'SecondStagePostprocessor/Decode/get_center_coordinates_and_sizes/transpose', 'SecondStagePostprocessor/Decode/get_center_coordinates_and_sizes/unstack', 'SecondStagePostprocessor/Decode/get_center_coordinates_and_sizes/sub', 'SecondStagePostprocessor/Decode/get_center_coordinates_and_sizes/sub_1', 'SecondStagePostprocessor/Decode/get_center_coordinates_and_sizes/truediv/y', 'SecondStagePostprocessor/Decode/get_center_coordinates_and_sizes/add', 'SecondStagePostprocessor/Decode/get_center_coordinates_and_sizes/truediv_1/y', 'SecondStagePostprocessor/Decode/get_center_coordinates_and_sizes/add_1', 'SecondStagePostprocessor/Decode/transpose/perm', 'SecondStagePostprocessor/Decode/transpose', 'SecondStagePostprocessor/Decode/unstack', 'SecondStagePostprocessor/Decode/truediv/y', 'SecondStagePostprocessor/Decode/truediv_1/y', 'SecondStagePostprocessor/Decode/truediv_2/y', 'SecondStagePostprocessor/Decode/truediv_3/y', 'SecondStagePostprocessor/Decode/Exp', 'SecondStagePostprocessor/Decode/mul', 'SecondStagePostprocessor/Decode/Exp_1', 'SecondStagePostprocessor/Decode/mul_1', 'SecondStagePostprocessor/Decode/mul_2', 'SecondStagePostprocessor/Decode/add', 'SecondStagePostprocessor/Decode/mul_3', 'SecondStagePostprocessor/Decode/add_1', 'SecondStagePostprocessor/Decode/truediv_4/y', 'SecondStagePostprocessor/Decode/sub', 'SecondStagePostprocessor/Decode/truediv_5/y', 'SecondStagePostprocessor/Decode/sub_1', 'SecondStagePostprocessor/Decode/truediv_6/y', 'SecondStagePostprocessor/Decode/add_2', 'SecondStagePostprocessor/Decode/truediv_7/y', 'SecondStagePostprocessor/Decode/add_3', 'SecondStagePostprocessor/Decode/transpose_1/perm', 'SecondStagePostprocessor/Decode/transpose_1', 'SecondStagePostprocessor/stack', 'SecondStagePostprocessor/Reshape_4', 'SecondStagePostprocessor/scale_logits/y', 'SecondStagePostprocessor/convert_scores', 'SecondStagePostprocessor/Slice/begin', 'SecondStagePostprocessor/Slice/size', 'SecondStagePostprocessor/Slice', 'SecondStagePostprocessor/Reshape_5/shape', 'SecondStagePostprocessor/Reshape_5', 'SecondStagePostprocessor/strided_slice/stack', 'SecondStagePostprocessor/strided_slice/stack_1', 'SecondStagePostprocessor/strided_slice/stack_2', 'SecondStagePostprocessor/strided_slice', 'SecondStagePostprocessor/strided_slice_1/stack', 'SecondStagePostprocessor/strided_slice_1/stack_1', 'SecondStagePostprocessor/strided_slice_1/stack_2', 'SecondStagePostprocessor/strided_slice_1', 'SecondStagePostprocessor/zeros_like', 'SecondStagePostprocessor/zeros_like_1', 'SecondStagePostprocessor/Cast', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/unstack', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/unstack_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/unstack_3', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/unstack_5', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/unstack_6', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/stack_1/1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/stack_1/2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/Slice/begin', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/Slice', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/Reshape/shape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/Reshape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/stack_2/1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/Slice_1/begin', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/Slice_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/Reshape_1/shape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/Reshape_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/stack_5/1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/Slice_4/begin', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/Slice_4', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/Reshape_4/shape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/Reshape_4', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Shape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice/stack', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice/stack_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice/stack_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/unstack', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/stack/1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Slice/begin', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Slice', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Reshape/shape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Reshape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Shape_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_1/stack', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_1/stack_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_1/stack_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Minimum/x', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Minimum', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/non_max_suppression/iou_threshold', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/non_max_suppression/score_threshold', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/non_max_suppression/NonMaxSuppressionV3', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Shape_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_2/stack', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_2/stack_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_2/stack_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/sub', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/zeros/Reshape/shape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/zeros/Reshape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/zeros/Const', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/zeros', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/concat/axis', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/concat', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather/GatherV2_1/axis', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather/GatherV2_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather/GatherV2_4/axis', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather/GatherV2_4', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather/GatherV2_5/axis', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather/GatherV2_5', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/range/start', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/range/delta', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/range', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Less', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ones/Reshape/shape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ones/Reshape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ones/Const', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ones', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/mul/x', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/mul', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Select', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/add_1/y', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/add_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/stack_1/1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Slice_1/begin', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Slice_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Reshape_1/shape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Reshape_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Shape_3', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_3/stack', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_3/stack_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_3/stack_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_3', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Minimum_1/x', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Minimum_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/non_max_suppression_1/iou_threshold', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/non_max_suppression_1/score_threshold', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/non_max_suppression_1/NonMaxSuppressionV3', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Shape_4', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_4/stack', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_4/stack_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_4/stack_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_4', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/sub_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/zeros_1/Reshape/shape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/zeros_1/Reshape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/zeros_1/Const', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/zeros_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/concat_1/axis', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/concat_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather_1/GatherV2_1/axis', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather_1/GatherV2_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather_1/GatherV2_4/axis', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather_1/GatherV2_4', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather_1/GatherV2_5/axis', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather_1/GatherV2_5', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/range_1/start', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/range_1/delta', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/range_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Less_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ones_1/Reshape/shape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ones_1/Reshape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ones_1/Const', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ones_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/mul_1/x', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/mul_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Select_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/add_3/y', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/add_3', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/stack_2/1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Slice_2/begin', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Slice_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Reshape_2/shape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Reshape_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Shape_5', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_5/stack', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_5/stack_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_5/stack_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_5', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Minimum_2/x', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Minimum_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/non_max_suppression_2/iou_threshold', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/non_max_suppression_2/score_threshold', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/non_max_suppression_2/NonMaxSuppressionV3', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Shape_6', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_6/stack', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_6/stack_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_6/stack_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_6', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/sub_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/zeros_2/Reshape/shape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/zeros_2/Reshape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/zeros_2/Const', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/zeros_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/concat_2/axis', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/concat_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather_2/GatherV2_1/axis', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather_2/GatherV2_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather_2/GatherV2_4/axis', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather_2/GatherV2_4', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather_2/GatherV2_5/axis', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Gather_2/GatherV2_5', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/range_2/start', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/range_2/delta', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/range_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Less_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ones_2/Reshape/shape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ones_2/Reshape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ones_2/Const', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ones_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/mul_2/x', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/mul_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Select_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/add_5/y', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/add_5', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/stack_3/1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Slice_3/begin', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Slice_3', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Reshape_3/shape', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Reshape_3', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Shape_7', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_7/stack', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_7/stack_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_7/stack_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_7', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Minimum_3/x', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Minimum_3', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/non_max_suppression_3/iou_threshold', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/non_max_suppression_3/score_threshold', 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'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ChangeCoordinateFrame/Scale/mul_3', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ChangeCoordinateFrame/Scale/concat/axis', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ChangeCoordinateFrame/Scale/concat', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/Shape_182', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_182/stack', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_182/stack_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_182/stack_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/strided_slice_182', 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'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/zeros_9', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/Pad_4', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/Shape_10', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/strided_slice_18/stack', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/strided_slice_18/stack_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/strided_slice_18/stack_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/strided_slice_18', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/sub_18/y', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/sub_18', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/Greater_9/y', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/Greater_9', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/Select_9/t', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/Select_9/e', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/Select_9', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/zeros_10/shape_as_tensor', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/zeros_10/Const', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/zeros_10', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/Slice_5', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/Shape_11', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/strided_slice_19/stack', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/strided_slice_19/stack_1', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/strided_slice_19/stack_2', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/strided_slice_19', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/sub_19/x', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/sub_19', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/zeros_11/shape_as_tensor', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/zeros_11/Const', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/zeros_11', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/Pad_5', 'SecondStagePostprocessor/strided_slice_2/stack', 'SecondStagePostprocessor/strided_slice_2/stack_1', 'SecondStagePostprocessor/strided_slice_2/stack_2', 'SecondStagePostprocessor/strided_slice_2', 'SecondStagePostprocessor/ArgMax/dimension', 'SecondStagePostprocessor/ArgMax', 'SecondStagePostprocessor/ExpandDims_2/dim', 'SecondStagePostprocessor/ExpandDims_2', 'SecondStagePostprocessor/BatchGather/Shape', 'SecondStagePostprocessor/BatchGather/Shape_1', 'SecondStagePostprocessor/BatchGather/ones', 'SecondStagePostprocessor/BatchGather/Cast', 'SecondStagePostprocessor/BatchGather/strided_slice/stack', 'SecondStagePostprocessor/BatchGather/strided_slice/stack_1', 'SecondStagePostprocessor/BatchGather/strided_slice/stack_2', 'SecondStagePostprocessor/BatchGather/strided_slice', 'SecondStagePostprocessor/BatchGather/strided_slice_1/stack', 'SecondStagePostprocessor/BatchGather/strided_slice_1/stack_1', 'SecondStagePostprocessor/BatchGather/strided_slice_1/stack_2', 'SecondStagePostprocessor/BatchGather/strided_slice_1', 'SecondStagePostprocessor/BatchGather/mul', 'SecondStagePostprocessor/BatchGather/zeros', 'SecondStagePostprocessor/BatchGather/ones_1', 'SecondStagePostprocessor/BatchGather/Range', 'SecondStagePostprocessor/BatchGather/mul_1', 'SecondStagePostprocessor/BatchGather/stack/0', 'SecondStagePostprocessor/BatchGather/stack/2', 'SecondStagePostprocessor/BatchGather/Reshape', 'SecondStagePostprocessor/BatchGather/add', 'SecondStagePostprocessor/BatchGather/strided_slice_2/stack', 'SecondStagePostprocessor/BatchGather/strided_slice_2/stack_1', 'SecondStagePostprocessor/BatchGather/strided_slice_2/stack_2', 'SecondStagePostprocessor/BatchGather/strided_slice_2', 'SecondStagePostprocessor/BatchGather/strided_slice_3/stack', 'SecondStagePostprocessor/BatchGather/strided_slice_3/stack_1', 'SecondStagePostprocessor/BatchGather/strided_slice_3/stack_2', 'SecondStagePostprocessor/BatchGather/strided_slice_3', 'SecondStagePostprocessor/BatchGather/mul_2', 'SecondStagePostprocessor/BatchGather/zeros_1', 'SecondStagePostprocessor/BatchGather/ones_2', 'SecondStagePostprocessor/BatchGather/Range_1', 'SecondStagePostprocessor/BatchGather/mul_3', 'SecondStagePostprocessor/BatchGather/stack_1/1', 'SecondStagePostprocessor/BatchGather/stack_1/2', 'SecondStagePostprocessor/BatchGather/Reshape_1', 'SecondStagePostprocessor/BatchGather/add_1', 'SecondStagePostprocessor/BatchGather/Reshape_2/shape', 'SecondStagePostprocessor/BatchGather/Reshape_2', 'SecondStagePostprocessor/BatchGather/strided_slice_4/stack', 'SecondStagePostprocessor/BatchGather/strided_slice_4/stack_1', 'SecondStagePostprocessor/BatchGather/strided_slice_4/stack_2', 'SecondStagePostprocessor/BatchGather/strided_slice_4', 'SecondStagePostprocessor/BatchGather/strided_slice_5/stack', 'SecondStagePostprocessor/BatchGather/strided_slice_5/stack_1', 'SecondStagePostprocessor/BatchGather/strided_slice_5/stack_2', 'SecondStagePostprocessor/BatchGather/strided_slice_5', 'SecondStagePostprocessor/BatchGather/Prod/reduction_indices', 'SecondStagePostprocessor/BatchGather/Prod', 'SecondStagePostprocessor/BatchGather/concat/axis', 'SecondStagePostprocessor/BatchGather/concat', 'SecondStagePostprocessor/BatchGather/Reshape_3', 'SecondStagePostprocessor/BatchGather/GatherV2/axis', 'SecondStagePostprocessor/BatchGather/GatherV2', 'SecondStagePostprocessor/BatchGather/concat_1/axis', 'SecondStagePostprocessor/BatchGather/concat_1', 'SecondStagePostprocessor/BatchGather/Reshape_4', 'SecondStagePostprocessor/Squeeze', 'SecondStagePostprocessor/unstack', 'SecondStagePostprocessor/unstack_1', 'SecondStagePostprocessor/strided_slice_3/stack', 'SecondStagePostprocessor/strided_slice_3/stack_1', 'SecondStagePostprocessor/strided_slice_3/stack_2', 'SecondStagePostprocessor/strided_slice_3', 'SecondStagePostprocessor/strided_slice_4/stack', 'SecondStagePostprocessor/strided_slice_4/stack_1', 'SecondStagePostprocessor/strided_slice_4/stack_2', 'SecondStagePostprocessor/strided_slice_4', 'SecondStagePostprocessor/ToNormalizedCoordinates/Cast', 'SecondStagePostprocessor/ToNormalizedCoordinates/Cast_1', 'SecondStagePostprocessor/ToNormalizedCoordinates/truediv/x', 'SecondStagePostprocessor/ToNormalizedCoordinates/truediv_1/x', 'SecondStagePostprocessor/ToNormalizedCoordinates/Scale/split/split_dim', 'SecondStagePostprocessor/ToNormalizedCoordinates/Scale/split', 'SecondStagePostprocessor/ToNormalizedCoordinates/Scale/mul', 'SecondStagePostprocessor/ToNormalizedCoordinates/Scale/mul_1', 'SecondStagePostprocessor/ToNormalizedCoordinates/Scale/mul_2', 'SecondStagePostprocessor/ToNormalizedCoordinates/Scale/mul_3', 'SecondStagePostprocessor/ToNormalizedCoordinates/Scale/concat/axis', 'SecondStagePostprocessor/ToNormalizedCoordinates/Scale/concat', 'SecondStagePostprocessor/Const', 'SecondStagePostprocessor/ClipToWindow/split/split_dim', 'SecondStagePostprocessor/ClipToWindow/split', 'SecondStagePostprocessor/ClipToWindow/unstack', 'SecondStagePostprocessor/ClipToWindow/Minimum', 'SecondStagePostprocessor/ClipToWindow/Maximum', 'SecondStagePostprocessor/ClipToWindow/Minimum_1', 'SecondStagePostprocessor/ClipToWindow/Maximum_1', 'SecondStagePostprocessor/ClipToWindow/Minimum_2', 'SecondStagePostprocessor/ClipToWindow/Maximum_2', 'SecondStagePostprocessor/ClipToWindow/Minimum_3', 'SecondStagePostprocessor/ClipToWindow/Maximum_3', 'SecondStagePostprocessor/ClipToWindow/concat/axis', 'SecondStagePostprocessor/ClipToWindow/concat', 'SecondStagePostprocessor/Cast_3', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/non_max_suppression_5/NonMaxSuppressionV3/Unsqueeze_0', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/non_max_suppression_5/NonMaxSuppressionV3/Unsqueeze_0/value', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/non_max_suppression_5/NonMaxSuppressionV3/Unsqueeze_1', 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'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/zeros_8/Broadcast', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/zeros_9/Broadcast', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/zeros_10/Broadcast', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/PadOrClipBoxList/zeros_11/Broadcast', 'SecondStagePostprocessor/ToNormalizedCoordinates/truediv/reciprocal_', 'SecondStagePostprocessor/ToNormalizedCoordinates/truediv/mul_', 'SecondStagePostprocessor/Decode/get_center_coordinates_and_sizes/truediv/reciprocal_', 'SecondStagePostprocessor/Decode/get_center_coordinates_and_sizes/truediv/mul_', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ChangeCoordinateFrame/truediv_1/reciprocal_', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ChangeCoordinateFrame/truediv_1/mul_', 'SecondStagePostprocessor/Decode/truediv_1/reciprocal_', 'SecondStagePostprocessor/Decode/truediv_1/mul_', 'SecondStagePostprocessor/Decode/truediv_5/reciprocal_', 'SecondStagePostprocessor/Decode/truediv_5/mul_', 'SecondStagePostprocessor/Decode/truediv_7/reciprocal_', 'SecondStagePostprocessor/Decode/truediv_7/mul_', 'SecondStagePostprocessor/ToNormalizedCoordinates/truediv_1/reciprocal_', 'SecondStagePostprocessor/ToNormalizedCoordinates/truediv_1/mul_', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ChangeCoordinateFrame/truediv/reciprocal_', 'SecondStagePostprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ChangeCoordinateFrame/truediv/mul_', 'SecondStagePostprocessor/Decode/truediv_4/reciprocal_', 'SecondStagePostprocessor/Decode/truediv_4/mul_', 'SecondStagePostprocessor/scale_logits/reciprocal_', 'SecondStagePostprocessor/scale_logits/mul_', 'SecondStagePostprocessor/Decode/get_center_coordinates_and_sizes/truediv_1/reciprocal_', 'SecondStagePostprocessor/Decode/get_center_coordinates_and_sizes/truediv_1/mul_', 'SecondStagePostprocessor/Decode/truediv_3/reciprocal_', 'SecondStagePostprocessor/Decode/truediv_3/mul_', 'SecondStagePostprocessor/Decode/truediv_2/reciprocal_', 'SecondStagePostprocessor/Decode/truediv_2/mul_', 'SecondStagePostprocessor/Decode/truediv_6/reciprocal_', 'SecondStagePostprocessor/Decode/truediv_6/mul_', 'SecondStagePostprocessor/Decode/truediv/reciprocal_', 'SecondStagePostprocessor/Decode/truediv/mul_']
[ ANALYSIS INFO ]  Your model looks like TensorFlow Object Detection API Model.
Check if all parameters are specified:
        --tensorflow_use_custom_operations_config
        --tensorflow_object_detection_api_pipeline_config
        --input_shape (optional)
        --reverse_input_channels (if you convert a model to use with the Inference Engine sample applications)
Detailed information about conversion of this model can be found at
https://docs.openvinotoolkit.org/latest/_docs_MO_DG_prepare_model_convert_model_tf_specific_Convert_Object_Detection_API_Models.html
[ ERROR ]  Exception occurred during running replacer "ObjectDetectionAPIDetectionOutputReplacement" (<class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'>): Found the following nodes '[]' with name 'crop_proposals' but there should be exactly 1. Looks like ObjectDetectionAPIProposalReplacement replacement didn't work.

And the last part with DEBUG level.

SecondStagePostprocessor/strided_slice_1/stack
SecondStagePostprocessor/strided_slice_1/stack_1
SecondStagePostprocessor/strided_slice_1/stack_2
SecondStagePostprocessor/strided_slice_2
SecondStagePostprocessor/strided_slice_2/stack
SecondStagePostprocessor/strided_slice_2/stack_1
SecondStagePostprocessor/strided_slice_2/stack_2
SecondStagePostprocessor/strided_slice_3
SecondStagePostprocessor/strided_slice_3/stack
SecondStagePostprocessor/strided_slice_3/stack_1
SecondStagePostprocessor/strided_slice_3/stack_2
SecondStagePostprocessor/strided_slice_4
SecondStagePostprocessor/strided_slice_4/stack
SecondStagePostprocessor/strided_slice_4/stack_1
SecondStagePostprocessor/strided_slice_4/stack_2
SecondStagePostprocessor/unstack
SecondStagePostprocessor/unstack_1
SecondStagePostprocessor/zeros_like
SecondStagePostprocessor/zeros_like_1
[ 2020-03-19 10:05:25,940 ] [ DEBUG ] [ pipeline_config:118 ]  Found value "90" for path "num_classes"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:125 ]  Found value "600" for path "image_resizer/keep_aspect_ratio_resizer/min_dimension"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:125 ]  Found value "1024" for path "image_resizer/keep_aspect_ratio_resizer/max_dimension"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:129 ]  There is no value path "None". Set default value "256"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:129 ]  There is no value path "None". Set default value "256"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:125 ]  Found value "16" for path "first_stage_anchor_generator/grid_anchor_generator/height_stride"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:125 ]  Found value "16" for path "first_stage_anchor_generator/grid_anchor_generator/width_stride"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:125 ]  Found value "[0.25, 0.5, 1.0, 2.0]" for path "first_stage_anchor_generator/grid_anchor_generator/scales"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:125 ]  Found value "[0.5, 1.0, 2.0]" for path "first_stage_anchor_generator/grid_anchor_generator/aspect_ratios"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:129 ]  There is no value path "None". Set default value "0.2"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:129 ]  There is no value path "None". Set default value "0.95"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:129 ]  There is no value path "None". Set default value "1.0"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:129 ]  There is no value path "None". Set default value "1.0"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:129 ]  There is no value path "None". Set default value "1.0"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:125 ]  Found value "0.0" for path ".*_nms_score_threshold"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:125 ]  Found value "0.7" for path ".*_nms_iou_threshold"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:125 ]  Found value "300" for path ".*_max_proposals"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:118 ]  Found value "14" for path "initial_crop_size"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:125 ]  Found value "SOFTMAX" for path ".*/score_converter"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:125 ]  Found value "0.0" for path ".*/batch_non_max_suppression/score_threshold"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:125 ]  Found value "0.6" for path ".*/batch_non_max_suppression/iou_threshold"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:125 ]  Found value "100" for path ".*/batch_non_max_suppression/max_detections_per_class"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:125 ]  Found value "300" for path ".*/batch_non_max_suppression/max_total_detections"
[ 2020-03-19 10:05:25,956 ] [ DEBUG ] [ pipeline_config:129 ]  There is no value path "None". Set default value "10.0"
[ 2020-03-19 10:05:25,971 ] [ DEBUG ] [ pipeline_config:129 ]  There is no value path "None". Set default value "10.0"
[ 2020-03-19 10:05:25,971 ] [ DEBUG ] [ pipeline_config:129 ]  There is no value path "None". Set default value "5.0"
[ 2020-03-19 10:05:25,971 ] [ DEBUG ] [ pipeline_config:129 ]  There is no value path "None". Set default value "5.0"
[ ANALYSIS INFO ]  Your model looks like TensorFlow Object Detection API Model.
Check if all parameters are specified:
        --tensorflow_use_custom_operations_config
        --tensorflow_object_detection_api_pipeline_config
        --input_shape (optional)
        --reverse_input_channels (if you convert a model to use with the Inference Engine sample applications)
Detailed information about conversion of this model can be found at
https://docs.openvinotoolkit.org/latest/_docs_MO_DG_prepare_model_convert_model_tf_specific_Convert_Object_Detection_API_Models.html
[ ERROR ]  Exception occurred during running replacer "ObjectDetectionAPIDetectionOutputReplacement" (<class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'>): Found the following nodes '[]' with name 'crop_proposals' but there should be exactly 1. Looks like ObjectDetectionAPIProposalReplacement replacement didn't work.
[ 2020-03-19 10:05:25,987 ] [ DEBUG ] [ main:324 ]  Traceback (most recent call last):
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\utils\class_registration.py", line 287, in apply_transform
    for_graph_and_each_sub_graph_recursively(graph, replacer.find_and_replace_pattern)
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\middle\pattern_match.py", line 58, in for_graph_and_each_sub_graph_recursively
    func(graph)
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\front\tf\replacement.py", line 95, in find_and_replace_pattern
    self.replace_sub_graph(graph, match)
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\front\common\replacement.py", line 140, in replace_sub_graph
    new_sub_graph = self.generate_sub_graph(graph, match)  # pylint: disable=assignment-from-no-return
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\extensions\front\tf\ObjectDetectionAPI.py", line 662, in generate_sub_graph
    format(proposal_nodes_ids))
mo.utils.error.Error: Found the following nodes '[]' with name 'crop_proposals' but there should be exactly 1. Looks like ObjectDetectionAPIProposalReplacement replacement didn't work.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\main.py", line 314, in main
    return driver(argv)
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\main.py", line 281, in driver
    ret_res = emit_ir(prepare_ir(argv), argv)
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\main.py", line 226, in prepare_ir
    graph = mo_tf.driver(argv)
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\pipeline\tf.py", line 111, in driver
    class_registration.ClassType.BACK_REPLACER
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\utils\class_registration.py", line 324, in apply_replacements
    num_transforms=len(replacers_order))
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\utils\logger.py", line 124, in wrapper
    function(*args, **kwargs)
  File "C:\Program Files (x86)\IntelSWTools\openvino_2020.1.033\deployment_tools\model_optimizer\mo\utils\class_registration.py", line 303, in apply_transform
    )) from err
mo.utils.error.Error: Exception occurred during running replacer "ObjectDetectionAPIDetectionOutputReplacement" (<class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'>): Found the following nodes '[]' with name 'crop_proposals' but there should be exactly 1. Looks like ObjectDetectionAPIProposalReplacement replacement didn't work.

JAVIERJOSE_A_Intel · ‎03-23-2020

Hi Pascal,

Thanks for your response.

Which base model did you use for the transfer learning? Looking at your pipeline config, it seems you used ssd_mobilent_v3_small_coco_2019_08_14. OpenVINO™ Toolkit currently only supports MobileNet V3 from here.

Regards,

Javier A.

Puchtler__Pascal · ‎03-30-2020

Hi,

sorry i tried a lot of things, so i added a false path to the file. Also with the right one the error did not change.

Here all error messages are from the faster_rcnn_inception_v2_coco_2018_01_28.

Pascal

JAVIERJOSE_A_Intel · ‎03-31-2020

Hi Pascal,

When you downloaded from TensorFlow 1.15 to 1.14, did you retrain the model or just exported the model to PB?

Have you followed this guide on creating a custom object detection? The guide is for Ubuntu but the process should be similar in Windows.

Regards,

Javier A.

Error for a transfer learned frozen model