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Puchtler__Pascal
Beginner
292 Views

Error for a transfer learned frozen model

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

 

0 Kudos
5 Replies
292 Views

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
Beginner
292 Views

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
[ INFO ]  New subclass: <class 'extensions.ops.gather.Gather'>
[ INFO ]  Registered a new subclass with key: Gather
[ INFO ]  New subclass: <class 'extensions.ops.gather.AttributedGather'>
[ INFO ]  Registered a new subclass with key: AttributedGather
[ INFO ]  New subclass: <class 'extensions.ops.split.VariadicSplitBase'>
[ INFO ]  New subclass: <class 'extensions.ops.split.SplitBase'>
[ INFO ]  New subclass: <class 'extensions.ops.parameter.Parameter'>
[ INFO ]  Registered a new subclass with key: Parameter
[ INFO ]  New subclass: <class 'extensions.ops.tensor_iterator.TensorIterator'>
[ INFO ]  Registered a new subclass with key: TensorIterator
[ INFO ]  New subclass: <class 'extensions.ops.transpose.Transpose'>
[ INFO ]  Registered a new subclass with key: Transpose
[ INFO ]  New subclass: <class 'mo.ops.clamp.Clamp'>
[ INFO ]  Registered a new subclass with key: Clamp
[ INFO ]  New subclass: <class 'extensions.ops.activation_ops.Activation'>
[ INFO ]  New subclass: <class 'extensions.ops.activation_ops.LeakyReLU'>
[ INFO ]  Registered a new subclass with key: LeakyReLU
[ INFO ]  New subclass: <class 'mo.ops.concat.Concat'>
[ INFO ]  Registered a new subclass with key: Concat
[ INFO ]  New subclass: <class 'mo.ops.convolution.Convolution'>
[ INFO ]  Registered a new subclass with key: Convolution
[ INFO ]  New subclass: <class 'mo.ops.crop.Crop'>
[ INFO ]  Registered a new subclass with key: Crop
[ INFO ]  New subclass: <class 'mo.ops.reshape.Reshape'>
[ INFO ]  Registered a new subclass with key: Reshape
[ INFO ]  New subclass: <class 'mo.ops.softmax.Softmax'>
[ INFO ]  Registered a new subclass with key: SoftMax
[ INFO ]  New subclass: <class 'extensions.ops.Cast.Cast'>
[ INFO ]  Registered a new subclass with key: Cast
[ INFO ]  New subclass: <class 'mo.ops.activation.Activation'>
[ INFO ]  Registered a new subclass with key: Activation
[ INFO ]  New subclass: <class 'mo.ops.broadcast.Broadcast'>
[ INFO ]  Registered a new subclass with key: Broadcast
[ INFO ]  New subclass: <class 'mo.ops.constant_of_shape.ConstantOfShape'>
[ INFO ]  Registered a new subclass with key: ConstantOfShape
[ 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'>
[ INFO ]  Registered a new subclass with key: Eltwise
[ INFO ]  New subclass: <class 'mo.ops.eltwise_n.EltwiseN'>
[ INFO ]  Registered a new subclass with key: EltwiseN
[ 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'>
[ INFO ]  Registered a new subclass with key: ExpandDims
[ INFO ]  New subclass: <class 'mo.ops.fill.Fill'>
[ INFO ]  Registered a new subclass with key: Fill
[ INFO ]  New subclass: <class 'mo.ops.flatten.Flatten'>
[ INFO ]  Registered a new subclass with key: Flatten
[ INFO ]  New subclass: <class 'mo.ops.flatten.FlattenONNX'>
[ INFO ]  Registered a new subclass with key: FlattenONNX
[ INFO ]  New subclass: <class 'mo.ops.group_norm.GroupNorm'>
[ INFO ]  Registered a new subclass with key: GroupNorm
[ INFO ]  New subclass: <class 'mo.ops.lrn.LRN'>
[ INFO ]  Registered a new subclass with key: LRN
[ INFO ]  New subclass: <class 'mo.ops.lrn.AttributedLRN'>
[ INFO ]  Registered a new subclass with key: AttributedLRN
[ INFO ]  New subclass: <class 'mo.ops.lstmnonlinearity.LstmNonLinearity'>
[ INFO ]  Registered a new subclass with key: LstmNonLinearity
[ INFO ]  New subclass: <class 'mo.ops.memory.Memory'>
[ INFO ]  Registered a new subclass with key: Memory
[ INFO ]  New subclass: <class 'mo.ops.memoryoffset.MemoryOffset'>
[ INFO ]  Registered a new subclass with key: MemoryOffset
[ INFO ]  New subclass: <class 'mo.ops.pad.Pad'>
[ INFO ]  Registered a new subclass with key: Pad
[ INFO ]  New subclass: <class 'mo.ops.permute.Permute'>
[ INFO ]  Registered a new subclass with key: Permute
[ INFO ]  New subclass: <class 'mo.ops.pooling.Pooling'>
[ INFO ]  Registered a new subclass with key: Pooling
[ INFO ]  New subclass: <class 'mo.ops.power.AttributedPower'>
[ INFO ]  Registered a new subclass with key: AttributedPower
[ INFO ]  New subclass: <class 'mo.ops.result.Result'>
[ INFO ]  Registered a new subclass with key: Result
[ INFO ]  New subclass: <class 'mo.ops.roipooling.ROIPooling'>
[ INFO ]  Registered a new subclass with key: ROIPooling
[ INFO ]  New subclass: <class 'mo.ops.scale_shift.ScaleShiftOp'>
[ INFO ]  Registered a new subclass with key: ScaleShift
[ INFO ]  New subclass: <class 'mo.ops.shape.Shape'>
[ INFO ]  Registered a new subclass with key: ShapeOf
[ INFO ]  New subclass: <class 'mo.ops.slice.Slice'>
[ INFO ]  Registered a new subclass with key: Slice
[ INFO ]  New subclass: <class 'mo.ops.squeeze.Squeeze'>
[ INFO ]  Registered a new subclass with key: Squeeze
[ INFO ]  New subclass: <class 'mo.ops.strided_slice.StridedSlice'>
[ INFO ]  Registered a new subclass with key: StridedSlice
[ INFO ]  New subclass: <class 'mo.ops.tile.Tile'>
[ INFO ]  Registered a new subclass with key: Tile
[ INFO ]  New subclass: <class 'mo.ops.tile.AttributedTile'>
[ INFO ]  Registered a new subclass with key: AttributedTile
[ INFO ]  New subclass: <class 'mo.ops.unsqueeze.Unsqueeze'>
[ INFO ]  Registered a new subclass with key: Unsqueeze
[ 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.
[ 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 ]  New subclass: <class 'extensions.middle.pass_separator.PreMiddleStart'>
[ INFO ]  New subclass: <class 'extensions.middle.pass_separator.MiddleStart'>
[ INFO ]  New subclass: <class 'extensions.middle.pass_separator.MiddleFinish'>
[ INFO ]  New subclass: <class 'extensions.middle.pass_separator.PostMiddleStart'>
[ INFO ]  New subclass: <class 'extensions.middle.InsertLayoutPropagationTransposes.InsertLayoutPropagationTranspose'>
[ INFO ]  New subclass: <class 'extensions.back.pass_separator.BackStart'>
[ INFO ]  New subclass: <class 'extensions.back.pass_separator.BackFinish'>
[ INFO ]  New subclass: <class 'extensions.back.SpecialNodesFinalization.RemoveConstOps'>
[ INFO ]  New subclass: <class 'extensions.back.SpecialNodesFinalization.CreateConstNodesReplacement'>
[ INFO ]  New subclass: <class 'extensions.back.SpecialNodesFinalization.RemoveOutputOps'>
[ INFO ]  New subclass: <class 'extensions.back.SpecialNodesFinalization.NormalizeTI'>
[ INFO ]  New subclass: <class 'extensions.back.RemoveUselessConvert.RemoveUselessConvert'>
[ INFO ]  New subclass: <class 'extensions.back.op_versioning.OpVersioning'>
[ 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: [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]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar to shape: [1]
[ WARNING ]  Broadcast of scalar 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', 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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', 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'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_...
[ 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_...
[ 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.

 

292 Views

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
Beginner
292 Views

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

292 Views

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.

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