(virtualenv-python) superuser@superuser-virtual-machine:/opt/intel/openvino/deployment_tools/model_optimizer$ python3 mo_tf.py --input_meta_graph ~/ckpt/ckpt.meta --log_level=DEBUG
[ 2019-06-27 15:34:33,192 ] [ DEBUG ] [ main:133 ]  Namespace(batch=None, data_type='float', disable_fusing=False, disable_gfusing=False, disable_nhwc_to_nchw=False, disable_resnet_optimization=False, enable_concat_optimization=False, extensions='/opt/intel/openvino_2019.1.144/deployment_tools/model_optimizer/extensions', finegrain_fusing=None, framework='tf', freeze_placeholder_with_value=None, generate_deprecated_IR_V2=False, input=None, input_checkpoint=None, input_meta_graph='/home/superuser/ckpt/ckpt.meta', input_model=None, input_model_is_text=False, input_shape=None, keep_shape_ops=False, log_level='DEBUG', mean_values=(), model_name=None, move_to_preprocess=False, output=None, output_dir='/opt/intel/openvino_2019.1.144/deployment_tools/model_optimizer/.', reverse_input_channels=False, saved_model_dir=None, saved_model_tags=None, scale=None, scale_values=(), silent=False, tensorboard_logdir=None, tensorflow_custom_layer_libraries=None, tensorflow_custom_operations_config_update=None, tensorflow_object_detection_api_pipeline_config=None, tensorflow_operation_patterns=None, tensorflow_subgraph_patterns=None, tensorflow_use_custom_operations_config=None, version=False)
[ 2019-06-27 15:34:33,192 ] [ DEBUG ] [ main:134 ]  Model Optimizer started
[ 2019-06-27 15:34:33,192 ] [ DEBUG ] [ main:148 ]  Output model name would be ckpt{.xml, .bin}
Model Optimizer arguments:
Common parameters:
	- Path to the Input Model: 	None
	- Path for generated IR: 	/opt/intel/openvino_2019.1.144/deployment_tools/model_optimizer/.
	- IR output name: 	ckpt
	- Log level: 	DEBUG
	- Batch: 	Not specified, inherited from the model
	- Input layers: 	Not specified, inherited from the model
	- Output layers: 	Not specified, inherited from the model
	- Input shapes: 	Not specified, inherited from the model
	- Mean values: 	Not specified
	- Scale values: 	Not specified
	- Scale factor: 	Not specified
	- Precision of IR: 	FP32
	- Enable fusing: 	True
	- Enable grouped convolutions fusing: 	True
	- Move mean values to preprocess section: 	False
	- Reverse input channels: 	False
TensorFlow specific parameters:
	- Input model in text protobuf format: 	False
	- Path to model dump for TensorBoard: 	None
	- List of shared libraries with TensorFlow custom layers implementation: 	None
	- Update the configuration file with input/output node names: 	None
	- Use configuration file used to generate the model with Object Detection API: 	None
	- Operations to offload: 	None
	- Patterns to offload: 	None
	- Use the config file: 	None
Model Optimizer version: 	2019.1.1-83-g28dfbfd
/opt/movidius/virtualenv-python/lib/python3.5/importlib/_bootstrap.py:222: RuntimeWarning: numpy.dtype size changed, may indicate binary incompatibility. Expected 96, got 88
  return f(*args, **kwds)
/usr/lib/python3.5/site-packages/h5py/__init__.py:34: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.
  from ._conv import register_converters as _register_converters
[ 2019-06-27 15:34:33,928 ] [ DEBUG ] [ main:234 ]  Placeholder shapes : None
[ INFO ]  Importing extensions from: /opt/intel/openvino_2019.1.144/deployment_tools/model_optimizer/mo
[ INFO ]  New subclass: <class 'mo.ops.eltwise.Eltwise'>
[ INFO ]  Registered a new subclass with key: Eltwise
[ INFO ]  New subclass: <class 'mo.ops.softmax.Softmax'>
[ INFO ]  Registered a new subclass with key: SoftMax
[ INFO ]  New subclass: <class 'mo.ops.tile.Tile'>
[ INFO ]  Registered a new subclass with key: Tile
[ INFO ]  New subclass: <class 'mo.ops.crop.Crop'>
[ INFO ]  Registered a new subclass with key: Crop
[ INFO ]  New subclass: <class 'mo.ops.deconvolution.Deconvolution'>
[ INFO ]  Registered a new subclass with key: Deconvolution
[ INFO ]  New subclass: <class 'mo.ops.slice.Slice'>
[ INFO ]  Registered a new subclass with key: Slice
[ INFO ]  New subclass: <class 'mo.ops.concat.Concat'>
[ INFO ]  Registered a new subclass with key: Concat
[ WARNING ]  Skipped <class 'mo.ops.unsqueeze.Unsqueeze'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'mo.ops.eltwise_n.EltwiseN'>
[ INFO ]  Registered a new subclass with key: EltwiseN
[ INFO ]  New subclass: <class 'mo.ops.pad.Pad'>
[ INFO ]  Registered a new subclass with key: Pad
[ INFO ]  New subclass: <class 'mo.ops.scale_shift.ScaleShiftOp'>
[ INFO ]  Registered a new subclass with key: ScaleShift
[ INFO ]  New subclass: <class 'mo.ops.relu.ReLU'>
[ INFO ]  Registered a new subclass with key: ReLU
[ INFO ]  New subclass: <class 'mo.ops.flatten.Flatten'>
[ INFO ]  Registered a new subclass with key: Flatten
[ WARNING ]  Skipped <class 'mo.ops.expand_dims.ExpandDims'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'mo.ops.input.Input'>
[ INFO ]  Registered a new subclass with key: Input
[ WARNING ]  Skipped <class 'mo.ops.lrn.LRN'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'mo.ops.inner_product.InnerProduct'>
[ INFO ]  Registered a new subclass with key: FullyConnected
[ WARNING ]  Skipped <class 'mo.ops.power.Power'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'mo.ops.strided_slice.StridedSlice'>
[ INFO ]  Registered a new subclass with key: StridedSlice
[ WARNING ]  Skipped <class 'mo.ops.roipooling.ROIPooling'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'mo.ops.memory.Memory'>
[ INFO ]  Registered a new subclass with key: Memory
[ INFO ]  New subclass: <class 'mo.ops.const.Const'>
[ INFO ]  Registered a new subclass with key: Const
[ WARNING ]  Skipped <class 'mo.ops.lin_op.LinOp'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'mo.ops.flatten_onnx.FlattenONNX'>
[ INFO ]  Registered a new subclass with key: FlattenONNX
[ WARNING ]  Skipped <class 'mo.ops.permute.Permute'> 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. 
[ INFO ]  New subclass: <class 'extensions.ops.gather.Gather'>
[ INFO ]  Registered a new subclass with key: Gather
[ INFO ]  New subclass: <class 'mo.ops.activation.Activation'>
[ INFO ]  Registered a new subclass with key: Activation
[ INFO ]  New subclass: <class 'mo.ops.shape.Shape'>
[ INFO ]  Registered a new subclass with key: Shape
[ INFO ]  New subclass: <class 'mo.ops.output.Output'>
[ INFO ]  Registered a new subclass with key: OpOutput
[ INFO ]  New subclass: <class 'mo.ops.reshape.Reshape'>
[ INFO ]  Registered a new subclass with key: Reshape
[ INFO ]  New subclass: <class 'mo.ops.convolution.Convolution'>
[ INFO ]  Registered a new subclass with key: Convolution
[ INFO ]  New subclass: <class 'mo.ops.split.Split'>
[ INFO ]  Registered a new subclass with key: Split
[ INFO ]  New subclass: <class 'mo.ops.pooling.Pooling'>
[ INFO ]  Registered a new subclass with key: Pooling
[ INFO ]  New subclass: <class 'mo.ops.clamp.Clamp'>
[ INFO ]  Registered a new subclass with key: Clamp
[ WARNING ]  Skipped <class 'mo.ops.reduce.Reduce'> registration because it was already registered or it was disabled. 
[ WARNING ]  Skipped <class 'extensions.middle.ConcatOptimization.ConcatOptimization'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.middle.EltwiseInputReshape.Eltwise1DInputReshape'>
[ WARNING ]  Skipped <class 'extensions.middle.EltwiseInputNormalization.EltwiseInputNormalize'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.middle.EltwiseInputReshape.EltwiseInputReshape'>
[ INFO ]  New subclass: <class 'mo.front.common.replacement.FrontReplacementSubgraph'>
[ 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 '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. 
[ WARNING ]  Skipped <class 'extensions.back.CreateConstNodes.CreateConstNodesReplacement'> registration because it was already registered or it was disabled. 
[ WARNING ]  Skipped <class 'extensions.middle.LayoutChangeForConstantShapePaths.LayoutChangeForConstantShapePaths'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'mo.front.tf.extractors.elu.Elu'>
[ INFO ]  Registered a new subclass with key: Elu
[ INFO ]  New subclass: <class 'mo.front.tf.extractors.sigmoid.Sigmoid'>
[ INFO ]  Registered a new subclass with key: Sigmoid
[ INFO ]  New subclass: <class 'mo.front.tf.extractors.tanh.Tanh'>
[ INFO ]  Registered a new subclass with key: Tanh
[ 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 '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: /opt/intel/openvino_2019.1.144/deployment_tools/model_optimizer/extensions
[ INFO ]  New subclass: <class 'extensions.ops.reverse_sequence.ReverseSequence'>
[ INFO ]  Registered a new subclass with key: ReverseSequence
[ INFO ]  New subclass: <class 'extensions.ops.splice.Splice'>
[ INFO ]  Registered a new subclass with key: Splice
[ INFO ]  New subclass: <class 'extensions.ops.proposal_onnx.ExperimentalDetectronGenerateProposalsSingleImage'>
[ INFO ]  Registered a new subclass with key: ExperimentalDetectronGenerateProposalsSingleImage
[ INFO ]  New subclass: <class 'extensions.ops.assert_op.Assert'>
[ INFO ]  Registered a new subclass with key: Assert
[ INFO ]  New subclass: <class 'extensions.ops.priorbox.PriorBoxOp'>
[ INFO ]  Registered a new subclass with key: PriorBox
[ WARNING ]  Skipped <class 'mo.ops.concat.Concat'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.TensorIterator_ops.TensorIteratorOutput'>
[ INFO ]  Registered a new subclass with key: TensorIteratorOutput
[ WARNING ]  Skipped <class 'mo.ops.reduce.Reduce'> 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.tile.Tile'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.range.Range'>
[ INFO ]  Registered a new subclass with key: Range
[ INFO ]  New subclass: <class 'extensions.ops.TensorArray.TensorArray'>
[ INFO ]  Registered a new subclass with key: TensorArrayV3
[ WARNING ]  Skipped <class 'mo.ops.roipooling.ROIPooling'> 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. 
[ INFO ]  New subclass: <class 'extensions.ops.select.Select'>
[ INFO ]  Registered a new subclass with key: Select
[ WARNING ]  Skipped <class 'mo.ops.expand_dims.ExpandDims'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.quantize.QuantizeOp'>
[ INFO ]  Registered a new subclass with key: Quantize
[ INFO ]  New subclass: <class 'extensions.ops.TensorIterator_ops.TensorIteratorBackEdge'>
[ INFO ]  Registered a new subclass with key: TensorIteratorBackEdge
[ WARNING ]  Skipped <class 'mo.ops.activation.Activation'> 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.output.Output'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.SquaredDifference.SquaredDifference'>
[ INFO ]  Registered a new subclass with key: SquaredDifference
[ INFO ]  New subclass: <class 'extensions.ops.normalize.NormalizeOp'>
[ INFO ]  Registered a new subclass with key: Normalize
[ INFO ]  New subclass: <class 'extensions.ops.identity.IdentityOp'>
[ INFO ]  Registered a new subclass with key: Identity
[ INFO ]  New subclass: <class 'extensions.ops.reorgyolo.ReorgYoloOp'>
[ INFO ]  Registered a new subclass with key: ReorgYolo
[ INFO ]  New subclass: <class 'extensions.ops.tensor_iterator.TensorIterator'>
[ INFO ]  Registered a new subclass with key: TensorIterator
[ INFO ]  New subclass: <class 'extensions.ops.data_augmentation.DataAugmentationOp'>
[ INFO ]  Registered a new subclass with key: DataAugmentation
[ INFO ]  New subclass: <class 'extensions.ops.TensorArrayWrite.TensorArrayWriter'>
[ INFO ]  Registered a new subclass with key: TensorArrayWriteV3
[ INFO ]  New subclass: <class 'extensions.ops.topkrois_onnx.ExperimentalDetectronTopKROIs'>
[ INFO ]  Registered a new subclass with key: ExperimentalDetectronTopKROIs
[ WARNING ]  Skipped <class 'mo.ops.const.Const'> 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. 
[ INFO ]  New subclass: <class 'extensions.ops.prelu.PreluOp'>
[ INFO ]  Registered a new subclass with key: PReLU
[ INFO ]  New subclass: <class 'extensions.ops.prediction_heatmap.PredictionHeatmapOp'>
[ INFO ]  Registered a new subclass with key: PredictionHeatmap
[ INFO ]  New subclass: <class 'extensions.ops.switch.Switch'>
[ INFO ]  Registered a new subclass with key: Switch
[ INFO ]  New subclass: <class 'extensions.ops.TensorIterator_ops.TensorIteratorCondition'>
[ INFO ]  Registered a new subclass with key: TensorIteratorCondition
[ INFO ]  New subclass: <class 'extensions.ops.Cast.Cast'>
[ INFO ]  Registered a new subclass with key: Cast
[ INFO ]  New subclass: <class 'extensions.ops.NextIteration.NextIteration'>
[ INFO ]  Registered a new subclass with key: NextIteration
[ INFO ]  New subclass: <class 'extensions.ops.power_file.PowerFileOp'>
[ INFO ]  Registered a new subclass with key: PowerFile
[ INFO ]  New subclass: <class 'extensions.ops.instance_normalization.InstanceNormalization'>
[ INFO ]  Registered a new subclass with key: InstanceNormalization
[ INFO ]  New subclass: <class 'extensions.ops.accum.AccumOp'>
[ INFO ]  Registered a new subclass with key: Accum
[ INFO ]  New subclass: <class 'extensions.ops.BlockLSTM.BlockLSTM'>
[ INFO ]  Registered a new subclass with key: BlockLSTM
[ INFO ]  New subclass: <class 'extensions.ops.psroipooling.PSROIPoolingOp'>
[ INFO ]  Registered a new subclass with key: PSROIPooling
[ INFO ]  New subclass: <class 'extensions.ops.RNN.RNN'>
[ INFO ]  Registered a new subclass with key: RNN
[ WARNING ]  Skipped <class 'mo.ops.strided_slice.StridedSlice'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.argmax.ArgMaxOp'>
[ INFO ]  Registered a new subclass with key: ArgMax
[ INFO ]  New subclass: <class 'extensions.ops.axpy.AxpyOp'>
[ INFO ]  Registered a new subclass with key: Axpy
[ WARNING ]  Skipped <class 'mo.ops.slice.Slice'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.splitv.SplitV'>
[ INFO ]  Registered a new subclass with key: SplitV
[ INFO ]  New subclass: <class 'extensions.ops.TensorArraySize.TensorArraySize'>
[ INFO ]  Registered a new subclass with key: TensorArraySizeV3
[ INFO ]  New subclass: <class 'extensions.ops.bn.BNOp'>
[ INFO ]  Registered a new subclass with key: BN
[ INFO ]  New subclass: <class 'extensions.ops.ctc_greedy_decoder.CTCGreedyDecoderOp'>
[ INFO ]  Registered a new subclass with key: CTCGreedyDecoder
[ WARNING ]  Skipped <class 'mo.ops.permute.Permute'> 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. 
[ INFO ]  New subclass: <class 'extensions.ops.priorbox_clustered.PriorBoxClusteredOp'>
[ INFO ]  Registered a new subclass with key: PriorBoxClustered
[ INFO ]  New subclass: <class 'extensions.ops.TensorArrayScatter.TensorArrayScatter'>
[ INFO ]  Registered a new subclass with key: TensorArrayScatterV3
[ WARNING ]  Skipped <class 'mo.ops.clamp.Clamp'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.shufflechannel.ShuffleChannelOp'>
[ INFO ]  Registered a new subclass with key: ShuffleChannel
[ WARNING ]  Skipped <class 'mo.ops.softmax.Softmax'> 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. 
[ INFO ]  New subclass: <class 'extensions.ops.roifeatureextractor_onnx.ExperimentalDetectronROIFeatureExtractor'>
[ INFO ]  Registered a new subclass with key: ExperimentalDetectronROIFeatureExtractor
[ INFO ]  New subclass: <class 'extensions.ops.TensorIterator_ops.TensorIteratorInput'>
[ INFO ]  Registered a new subclass with key: TensorIteratorInput
[ WARNING ]  Skipped <class 'mo.ops.scale_shift.ScaleShiftOp'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.priorgridgenerator_onnx.ExperimentalDetectronPriorGridGenerator'>
[ INFO ]  Registered a new subclass with key: ExperimentalDetectronPriorGridGenerator
[ WARNING ]  Skipped <class 'mo.ops.unsqueeze.Unsqueeze'> registration because it was already registered or it was disabled. 
[ WARNING ]  Skipped <class 'mo.ops.input.Input'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.TensorArrayGather.TensorArrayGather'>
[ INFO ]  Registered a new subclass with key: TensorArrayGatherV3
[ INFO ]  New subclass: <class 'extensions.ops.depth_to_space.DepthToSpaceOp'>
[ INFO ]  Registered a new subclass with key: DepthToSpace
[ INFO ]  New subclass: <class 'extensions.ops.mvn.MVN'>
[ INFO ]  Registered a new subclass with key: MVN
[ INFO ]  New subclass: <class 'extensions.ops.simplernms.SimplerNMSOp'>
[ INFO ]  Registered a new subclass with key: SimplerNMS
[ INFO ]  New subclass: <class 'extensions.ops.lstm_sequence.LSTMSequence'>
[ INFO ]  Registered a new subclass with key: LSTMSequence
[ WARNING ]  Skipped <class 'extensions.ops.gather.Gather'> registration because it was already registered or it was disabled. 
[ WARNING ]  Skipped <class 'mo.ops.flatten_onnx.FlattenONNX'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.GRUCell.GRUCell'>
[ INFO ]  Registered a new subclass with key: GRUCell
[ WARNING ]  Skipped <class 'mo.ops.reshape.Reshape'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.DetectionOutput.DetectionOutput'>
[ INFO ]  Registered a new subclass with key: DetectionOutput
[ INFO ]  New subclass: <class 'extensions.ops.LSTM.LSTM'>
[ INFO ]  Registered a new subclass with key: LSTM
[ INFO ]  New subclass: <class 'extensions.ops.grn.GRNOp'>
[ INFO ]  Registered a new subclass with key: GRN
[ INFO ]  New subclass: <class 'extensions.ops.resample.ResampleOp'>
[ INFO ]  Registered a new subclass with key: Resample
[ INFO ]  New subclass: <class 'extensions.ops.regionyolo.RegionYoloOp'>
[ INFO ]  Registered a new subclass with key: RegionYolo
[ INFO ]  New subclass: <class 'extensions.ops.merge.Merge'>
[ INFO ]  Registered a new subclass with key: Merge
[ INFO ]  New subclass: <class 'extensions.ops.spatial_transformer.SpatialTransformOp'>
[ INFO ]  Registered a new subclass with key: SpatialTransformer
[ INFO ]  New subclass: <class 'extensions.ops.Enter.Enter'>
[ INFO ]  Registered a new subclass with key: Enter
[ INFO ]  New subclass: <class 'extensions.ops.proposal.ProposalOp'>
[ INFO ]  Registered a new subclass with key: Proposal
[ INFO ]  New subclass: <class 'extensions.ops.TensorArrayRead.TensorArrayReader'>
[ INFO ]  Registered a new subclass with key: TensorArrayReadV3
[ INFO ]  New subclass: <class 'extensions.ops.lstm_cell.LSTMCell'>
[ INFO ]  Registered a new subclass with key: LSTMCell
[ INFO ]  New subclass: <class 'extensions.ops.interp.InterpOp'>
[ INFO ]  Registered a new subclass with key: Interp
[ WARNING ]  Skipped <class 'mo.ops.convolution.Convolution'> registration because it was already registered or it was disabled. 
[ WARNING ]  Skipped <class 'mo.ops.relu.ReLU'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.GRU.GRU'>
[ INFO ]  Registered a new subclass with key: GRU
[ INFO ]  New subclass: <class 'extensions.ops.correlation.CorrelationOp'>
[ INFO ]  Registered a new subclass with key: Correlation
[ INFO ]  New subclass: <class 'extensions.ops.GatherNd.GatherNd'>
[ INFO ]  Registered a new subclass with key: GatherNd
[ INFO ]  New subclass: <class 'extensions.ops.Reverse.Reverse'>
[ INFO ]  Registered a new subclass with key: Reverse
[ WARNING ]  Skipped <class 'mo.ops.inner_product.InnerProduct'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.exp.ExpOp'>
[ INFO ]  Registered a new subclass with key: Exp
[ WARNING ]  Skipped <class 'mo.ops.memory.Memory'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.stop_gradient.StopGradientOp'>
[ INFO ]  Registered a new subclass with key: StopGradient
[ INFO ]  New subclass: <class 'extensions.ops.binarization.Binarization'>
[ INFO ]  Registered a new subclass with key: Binarization
[ WARNING ]  Skipped <class 'mo.ops.lin_op.LinOp'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.constant_fill.ConstantFill'>
[ INFO ]  Registered a new subclass with key: ConstantFill
[ INFO ]  New subclass: <class 'extensions.ops.rank.Rank'>
[ INFO ]  Registered a new subclass with key: Rank
[ WARNING ]  Skipped <class 'mo.ops.lrn.LRN'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.detectionoutput_onnx.ExperimentalDetectronDetectionOutput'>
[ INFO ]  Registered a new subclass with key: ExperimentalDetectronDetectionOutput
[ WARNING ]  Skipped <class 'mo.ops.pad.Pad'> 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.split.Split'> registration because it was already registered or it was disabled. 
[ WARNING ]  Skipped <class 'mo.ops.power.Power'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.ops.Exit.Exit'>
[ INFO ]  Registered a new subclass with key: Exit
[ INFO ]  New subclass: <class 'extensions.ops.pack.PackOp'>
[ INFO ]  Registered a new subclass with key: Pack
[ INFO ]  New subclass: <class 'extensions.ops.RNNCell.RNNCell'>
[ INFO ]  Registered a new subclass with key: RNNCell
[ WARNING ]  Skipped <class 'mo.ops.eltwise.Eltwise'> registration because it was already registered or it was disabled. 
[ WARNING ]  Skipped <class 'mo.front.tf.extractors.elu.Elu'> registration because it was already registered or it was disabled. 
[ WARNING ]  Skipped <class 'mo.front.tf.extractors.sigmoid.Sigmoid'> registration because it was already registered or it was disabled. 
[ WARNING ]  Skipped <class 'mo.front.tf.extractors.tanh.Tanh'> registration because it was already registered or it was disabled. 
[ 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.Pack.Pack'>
[ INFO ]  Registered a new subclass with key: Pack
[ INFO ]  New subclass: <class 'extensions.front.sub.Sub'>
[ INFO ]  Registered a new subclass with key: Sub
[ INFO ]  New subclass: <class 'extensions.front.eltwise_n.EltwiseNReplacement'>
[ INFO ]  Registered a new subclass with key: EltwiseN
[ INFO ]  New subclass: <class 'extensions.front.image_scaler.ImageScaler'>
[ INFO ]  Registered a new subclass with key: ImageScaler
[ INFO ]  New subclass: <class 'extensions.front.reciprocal.ReciprocalReplacer'>
[ INFO ]  Registered a new subclass with key: Reciprocal
[ INFO ]  New subclass: <class 'extensions.front.LRNReplacer.LRNReplacer'>
[ INFO ]  Registered a new subclass with key: LRN
[ INFO ]  New subclass: <class 'extensions.front.instance_normalization.InstanceNormalization'>
[ INFO ]  Registered a new subclass with key: InstanceNormalization
[ INFO ]  New subclass: <class 'extensions.front.div.Div'>
[ INFO ]  Registered a new subclass with key: Div
[ INFO ]  New subclass: <class 'extensions.front.squared_difference.SquaredDifference'>
[ INFO ]  Registered a new subclass with key: SquaredDifference
[ INFO ]  New subclass: <class 'extensions.front.pass_separator.FrontStart'>
[ WARNING ]  Skipped <class 'mo.front.tf.replacement.FrontReplacementFromConfigFileGeneral'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.front.user_data_repack.UserDataRepack'>
[ INFO ]  New subclass: <class 'extensions.front.override_batch.OverrideBatch'>
[ INFO ]  New subclass: <class 'extensions.front.input_cut.InputCut'>
[ WARNING ]  Skipped <class 'mo.front.common.replacement.FrontReplacementSubgraph'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.front.output_cut.OutputCut'>
[ INFO ]  New subclass: <class 'extensions.front.pass_separator.FrontFinish'>
[ INFO ]  New subclass: <class 'extensions.front.create_tensor_nodes.CreateTensorNodes'>
[ INFO ]  New subclass: <class 'extensions.front.no_op_eraser.NoOpEraser'>
[ WARNING ]  Skipped <class 'mo.front.tf.replacement.FrontReplacementFromConfigFileSubGraph'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.front.standalone_const_eraser.StandaloneConstEraser'>
[ WARNING ]  Skipped <class 'mo.front.common.replacement.FrontReplacementOp'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.front.restore_ports.RestorePorts'>
[ INFO ]  New subclass: <class 'extensions.front.freeze_placeholder_value.FreezePlaceholderValue'>
[ 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.tile_ext.TileExtractor'>
[ INFO ]  Registered a new subclass with key: Tile
[ INFO ]  New subclass: <class 'extensions.front.tf.TensorArrayExtractors.TensorArrayExtractor'>
[ INFO ]  Registered a new subclass with key: TensorArrayV3
[ INFO ]  New subclass: <class 'extensions.front.tf.variable_ext.VariableV2Extractor'>
[ INFO ]  Registered a new subclass with key: VariableV2
[ 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.next_iteration_ext.NextIterationExtractor'>
[ INFO ]  Registered a new subclass with key: NextIteration
[ 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.sum_ext.SumFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Sum
[ INFO ]  New subclass: <class 'extensions.front.tf.shape_ext.ShapeExtractor'>
[ INFO ]  Registered a new subclass with key: Shape
[ INFO ]  New subclass: <class 'extensions.front.tf.resize_bilinear.ResizeBilinearFrontExtractor'>
[ INFO ]  Registered a new subclass with key: ResizeBilinear
[ WARNING ]  Skipped <class 'mo.front.tf.extractors.tanh.Tanh'> registration because it was already registered or it was disabled. 
[ WARNING ]  Skipped <class 'mo.front.tf.extractors.sigmoid.Sigmoid'> registration because it was already registered or it was disabled. 
[ 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.deconv_ext.Conv3DBackpropInputV2InputFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Conv3DBackpropInputV2
[ 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.pooling_ext.MaxPoolFrontExtractor'>
[ INFO ]  Registered a new subclass with key: MaxPool
[ 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.pad_ext.MirrorPadFrontExtractor'>
[ INFO ]  Registered a new subclass with key: MirrorPad
[ 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.split_ext.SplitVExtractor'>
[ INFO ]  Registered a new subclass with key: SplitV
[ 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.crop_and_resize_ext.CropAndResizeFrontExtractor'>
[ INFO ]  Registered a new subclass with key: CropAndResize
[ INFO ]  New subclass: <class 'extensions.front.tf.max_ext.MaxFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Max
[ INFO ]  New subclass: <class 'extensions.front.tf.exp_ext.ExpExtractor'>
[ INFO ]  Registered a new subclass with key: Exp
[ INFO ]  New subclass: <class 'extensions.front.tf.TensorArrayGatherV3.TensorArrayGatherV3Exteractor'>
[ INFO ]  Registered a new subclass with key: TensorArrayGatherV3
[ 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.fifo_queue_v2_ext.FIFOQueueV2Extractor'>
[ INFO ]  Registered a new subclass with key: FIFOQueueV2
[ 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.gather_ext.ResourceGatherFrontExtractor'>
[ INFO ]  Registered a new subclass with key: ResourceGather
[ 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.conv_ext.Conv3DFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Conv3D
[ INFO ]  New subclass: <class 'extensions.front.tf.stop_gradient_ext.StopGradientExtractor'>
[ INFO ]  Registered a new subclass with key: StopGradient
[ INFO ]  New subclass: <class 'extensions.front.tf.square_ext.SquareExtractor'>
[ INFO ]  Registered a new subclass with key: Square
[ 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.deconv_ext.Conv2DBackpropInputFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Conv2DBackpropInput
[ 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.rank_ext.RankFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Rank
[ 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.pad_ext.PadV2FrontExtractor'>
[ INFO ]  Registered a new subclass with key: PadV2
[ 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.BlockLSTM_ext.BlockLSTMExtractor'>
[ INFO ]  Registered a new subclass with key: BlockLSTM
[ 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.Cast_ext.CastFrontExtractor'>
[ INFO ]  Registered a new subclass with key: Cast
[ INFO ]  New subclass: <class 'extensions.front.tf.reverse_sequence.ReverseSequenceFrontExtractor'>
[ INFO ]  Registered a new subclass with key: ReverseSequence
[ WARNING ]  Skipped <class 'mo.front.tf.extractors.elu.Elu'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.front.tf.sqrt_ext.SqrtExtractor'>
[ INFO ]  Registered a new subclass with key: Sqrt
[ 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.extract_image_patches.ExtractImagePatchesExtractor'>
[ INFO ]  Registered a new subclass with key: ExtractImagePatches
[ 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.addn_ext.AddNExtractor'>
[ INFO ]  Registered a new subclass with key: AddN
[ WARNING ]  Skipped <class 'extensions.front.squared_difference.SquaredDifference'> 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.image_scaler.ImageScaler'> 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.div.Div'> registration because it was already registered or it was disabled. 
[ 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.assign_elimination.AssignElimination'>
[ INFO ]  Registered a new subclass with key: Assign
[ INFO ]  New subclass: <class 'extensions.front.tf.BlockLSTM.BlockLSTM'>
[ INFO ]  Registered a new subclass with key: BlockLSTM
[ 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.fake_const.FakeConstToConst'>
[ INFO ]  Registered a new subclass with key: FakeConst
[ INFO ]  New subclass: <class 'extensions.front.tf.Unpack.Unpack'>
[ INFO ]  Registered a new subclass with key: Unpack
[ INFO ]  New subclass: <class 'extensions.front.tf.CropAndResizeReplacement.CropAndResizeReplacement'>
[ INFO ]  Registered a new subclass with key: CropAndResize
[ WARNING ]  Skipped <class 'extensions.front.Pack.Pack'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.front.tf.ZerosLike.ZerosLikeReplacer'>
[ INFO ]  Registered a new subclass with key: ZerosLike
[ WARNING ]  Skipped <class 'extensions.front.instance_normalization.InstanceNormalization'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.front.tf.ArgMaxReshape.ArgMaxReshape'>
[ INFO ]  Registered a new subclass with key: ArgMax
[ WARNING ]  Skipped <class 'extensions.front.LRNReplacer.LRNReplacer'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.front.tf.assign_elimination.AssignSubElimination'>
[ INFO ]  Registered a new subclass with key: AssignSub
[ WARNING ]  Skipped <class 'extensions.front.user_data_repack.UserDataRepack'> 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. 
[ INFO ]  New subclass: <class 'extensions.front.tf.variables_values_freezing.VariablesToConstants'>
[ WARNING ]  Skipped <class 'extensions.front.override_batch.OverrideBatch'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.front.tf.tensorflow_patterns.TensorflowOperationPatterns'>
[ WARNING ]  Skipped <class 'extensions.front.pass_separator.FrontFinish'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.front.tf.tensorflow_patterns.TensorflowSubgraphPatterns'>
[ WARNING ]  Skipped <class 'mo.front.tf.replacement.FrontReplacementFromConfigFileGeneral'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.front.tf.tensorflow_custom_operations_config_update.TensorflowCustomOperationsConfigUpdate'>
[ WARNING ]  Skipped <class 'extensions.front.output_cut.OutputCut'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.front.tf.tensorflow_use_custom_operations_config.TensorflowUseCustomOperationsConfig'>
[ WARNING ]  Skipped <class 'mo.front.common.replacement.FrontReplacementSubgraph'> 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.create_tensor_nodes.CreateTensorNodes'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.front.tf.CTCGreedyDecoder.CTCGreedyDecoderReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.fifo_replacer.FIFOQueue'>
[ WARNING ]  Skipped <class 'extensions.front.freeze_placeholder_value.FreezePlaceholderValue'> 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.common.replacement.FrontReplacementOp'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.front.tf.fifo_replacer.QueueDequeueManyV2'>
[ INFO ]  New subclass: <class 'extensions.front.tf.mvn_unrolled.MVNUnrolled'>
[ WARNING ]  Skipped <class 'extensions.front.standalone_const_eraser.StandaloneConstEraser'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.front.tf.mvn.MVN'>
[ INFO ]  New subclass: <class 'extensions.front.tf.prelu.PReLU'>
[ INFO ]  New subclass: <class 'extensions.front.tf.FlattenToReshape.FlattenToReshapeableReshape'>
[ WARNING ]  Skipped <class 'extensions.front.no_op_eraser.NoOpEraser'> 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. 
[ INFO ]  New subclass: <class 'extensions.front.tf.concat.Concat'>
[ INFO ]  New subclass: <class 'extensions.front.tf.prelu.PReLUWithAbs'>
[ INFO ]  New subclass: <class 'extensions.front.tf.basic_lstm_cell.BasicLSTMCell'>
[ INFO ]  New subclass: <class 'extensions.front.tf.nearest_neighbor_upsampling.NearestNeighborUpsampling'>
[ INFO ]  New subclass: <class 'extensions.front.tf.RetinaNetFilteredDetectionsReplacement.RetinaNetFilteredDetectionsReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.ConvFlatten.ConvFlattenReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPSROIPoolingReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPISSDPostprocessorReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIProposalReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.SSDToolboxDetectionOutput.SSDToolboxDetectionOutputReplacement'>
[ 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.ObjectDetectionAPIMaskRCNNROIPoolingSecondReplacement'>
[ INFO ]  New subclass: <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPreprocessorReplacement'>
[ 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'>
[ INFO ]  New subclass: <class 'extensions.front.tf.YOLO.YoloRegionAddon'>
[ INFO ]  New subclass: <class 'extensions.front.tf.YOLO.YoloV3RegionAddon'>
[ INFO ]  New subclass: <class 'extensions.middle.RemoveIdentity.RemoveIdentity'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorConditionChecker.ConditionChecks'>
[ INFO ]  New subclass: <class 'extensions.middle.pass_separator.PreMiddleStart'>
[ INFO ]  New subclass: <class 'extensions.middle.GatherNdNormalizer.GatherNdNormalize'>
[ INFO ]  New subclass: <class 'extensions.middle.ShuffleChannel.ShuffleChannel'>
[ INFO ]  New subclass: <class 'extensions.middle.DeleteControlFlowEdges.DeleteControlFlowEdges'>
[ INFO ]  New subclass: <class 'extensions.middle.UselessStridedSlice.UselessStridedSliceEraser'>
[ INFO ]  New subclass: <class 'extensions.middle.MeanToAvgPool.MeanToAvgPool'>
[ INFO ]  New subclass: <class 'extensions.middle.ReluQuantizeFuse.ReluQuantizeFuse'>
[ INFO ]  New subclass: <class 'extensions.middle.ReverseV2ToReverseSequence.ReverseToReverseSequence'>
[ INFO ]  New subclass: <class 'extensions.middle.ConvertLayoutDependentOperations.ConvertLayoutDependentOperations'>
[ INFO ]  New subclass: <class 'extensions.middle.SliceConverter.ConvertSlice'>
[ INFO ]  Registered a new subclass with key: Slice
[ INFO ]  New subclass: <class 'extensions.middle.ShufflenetReshape.ReshapeSoftmaxReshape'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorInput.SmartInputMatcher'>
[ INFO ]  New subclass: <class 'extensions.middle.DilatedConvolution.DilatedConvolutionConverter'>
[ INFO ]  New subclass: <class 'extensions.middle.ConstSwitchResolver.ConstSwitchEraser'>
[ WARNING ]  Skipped <class 'extensions.middle.ConcatOptimization.ConcatOptimization'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.middle.NormalizePad.NormalizePad'>
[ INFO ]  New subclass: <class 'extensions.middle.ShufflenetReshape.FeatureShuffleReshape'>
[ INFO ]  New subclass: <class 'extensions.middle.UselessMerge.UselessMergeEraser'>
[ INFO ]  New subclass: <class 'extensions.middle.MinimumMiddleReplacer.MinimumMiddleReplacer'>
[ INFO ]  Registered a new subclass with key: Minimum
[ INFO ]  New subclass: <class 'extensions.middle.permute_tensor_iterator.PermuteTensorIteratorLSTM'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIterator_utils.DeleteSelect'>
[ INFO ]  New subclass: <class 'extensions.middle.PixelLinkReshape.PixelLinkReshape'>
[ INFO ]  New subclass: <class 'extensions.middle.GRURNNSequenceToTensorIterator.GRUAndRNNToTensorIterator'>
[ WARNING ]  Skipped <class 'extensions.middle.EltwiseInputNormalization.EltwiseInputNormalize'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.middle.CheckForCycle.CheckForCycle'>
[ INFO ]  New subclass: <class 'extensions.middle.MXNetRNNSequenceNormalize.MXNetRNNSequenceNormalize'>
[ INFO ]  New subclass: <class 'extensions.middle.RemoveRedundantReshapeAfterCropAndResize.RemoveRedundantReshapeAfterCropAndResize'>
[ INFO ]  New subclass: <class 'extensions.middle.CustomSubgraphCall.CustomSubgraphCall'>
[ INFO ]  New subclass: <class 'extensions.middle.RNNSequenceNormalizeToIE.RNNSequenceNormalize'>
[ INFO ]  New subclass: <class 'extensions.middle.ScaleInput.ScaleInput'>
[ INFO ]  New subclass: <class 'extensions.middle.reverse_tensor_iterator.ReverseTensorIteratorLSTM'>
[ INFO ]  New subclass: <class 'extensions.middle.pass_separator.MiddleStart'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorCondition.SimpleConditionMatcher'>
[ WARNING ]  Skipped <class 'extensions.middle.SwapAxesMiddleReplacer.SwapAxesMiddleReplacer'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.middle.GemmResolver.GemmResolver'>
[ INFO ]  New subclass: <class 'extensions.middle.DecomposeBidirectionalRNNSequence.DecomposeBidirectionalRNNSequence'>
[ INFO ]  New subclass: <class 'extensions.middle.AddIsCyclicAttribute.AddIsCyclicAttribute'>
[ INFO ]  New subclass: <class 'extensions.middle.FusedBatchNormNonConstant.FusedBatchNormNonConstant'>
[ INFO ]  New subclass: <class 'extensions.middle.ONNXRNNSequenceNormalize.ONNXRNNSequenceNormalize'>
[ INFO ]  New subclass: <class 'extensions.middle.UselessSplitEraser.UselessSplitEraser'>
[ INFO ]  New subclass: <class 'extensions.middle.TF_lstm_cell_to_generic.TensorFlowLSTMtoGeneric'>
[ INFO ]  New subclass: <class 'extensions.middle.SharedWeightsDuplication.SharedWeightsDuplication'>
[ INFO ]  New subclass: <class 'extensions.middle.GemmToFullyConnected.GemmToFullyConnected'>
[ INFO ]  New subclass: <class 'extensions.middle.NormalizeFullyConnected.NormalizeFullyConnected'>
[ INFO ]  New subclass: <class 'extensions.middle.ConvertGroupedStridedSlice.ConvertGroupedStridedSlice'>
[ WARNING ]  Skipped <class 'extensions.middle.MulQuantizeFuse.MulQuantizeFuse'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorOutput.SmartOutputMatcher'>
[ WARNING ]  Skipped <class 'extensions.middle.TensorIteratorLSTMToLSTMSequence.TensorIteratorLSTM'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.middle.BinarizeWeightsM1P1.BinarizeWeightsM1P1'>
[ INFO ]  New subclass: <class 'extensions.middle.InputCut.MiddleInputCut'>
[ INFO ]  New subclass: <class 'extensions.middle.LSTMRNNSequenceToTensorIterator.LSTMToTensorIterator'>
[ INFO ]  New subclass: <class 'extensions.middle.DeleteNotExecutable.DeleteNotExecutable'>
[ INFO ]  New subclass: <class 'extensions.middle.ConvToBinaryConv.ConvToBinaryConv'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorInput.SimpleInputMatcher'>
[ INFO ]  New subclass: <class 'extensions.middle.Reduce.ReduceReplacer'>
[ INFO ]  Registered a new subclass with key: Reduce
[ INFO ]  New subclass: <class 'extensions.middle.FusedBatchNormTrainingCatch.FusedBatchNormTrainingCatch'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorCondition.LoopConditionMatcher'>
[ INFO ]  New subclass: <class 'extensions.middle.Cast.CastToFloatMark'>
[ INFO ]  New subclass: <class 'extensions.middle.RemoveIdentity.RemoveNodesWithZeroPhase'>
[ INFO ]  New subclass: <class 'extensions.middle.FusePermutesSequence.FusePermutesSequence'>
[ INFO ]  New subclass: <class 'extensions.middle.BlockLSTMtoLSTMSequence.BlockLSTMtoLSTMSequence'>
[ INFO ]  New subclass: <class 'extensions.middle.PartialInfer.PartialInfer'>
[ WARNING ]  Skipped <class 'extensions.middle.EltwiseInputReshape.Eltwise1DInputReshape'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.middle.ChangePlaceholderTypes.ChangePlaceholderTypes'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorMerge.TensorIteratorMerge'>
[ INFO ]  New subclass: <class 'extensions.middle.L2NormToNorm.L2NormToNorm'>
[ WARNING ]  Skipped <class 'extensions.middle.AddQuantizeFuse.AddQuantizeFuse'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.middle.MXNetSplitMultiLayers.MXNetSplitLayersToRNNSequence'>
[ INFO ]  New subclass: <class 'extensions.middle.pass_separator.MiddleFinish'>
[ INFO ]  New subclass: <class 'extensions.middle.RemoveIdentity.RemoveDropout'>
[ INFO ]  New subclass: <class 'extensions.middle.DepthToSpace.DepthToSpace'>
[ INFO ]  New subclass: <class 'extensions.middle.EltwiseChecker.EltwiseChecker'>
[ INFO ]  New subclass: <class 'extensions.middle.NasNet.NasNet'>
[ WARNING ]  Skipped <class 'extensions.middle.EltwiseInputReshape.EltwiseInputReshape'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.middle.ConvertMultiInputConv.ConvertMultiInputConv'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorOutput.SimpleOutputMatcher'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorInput.BackEdgeSimpleInputMatcher'>
[ INFO ]  New subclass: <class 'extensions.middle.AddMeanScaleValues.AddMeanScaleValues'>
[ INFO ]  New subclass: <class 'extensions.middle.TensorIteratorBackEdge.BackEdgesMatching'>
[ WARNING ]  Skipped <class 'extensions.back.disable_unsupported_ND_operations.DisableUnsupportedNDOperations'> registration because it was already registered or it was disabled. 
[ WARNING ]  Skipped <class 'extensions.back.remove_last_softmax_pattern.RemoveLastSoftMaxPattern'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.back.EltwiseBroadcast.EltwiseBroadcast'>
[ INFO ]  New subclass: <class 'extensions.back.ConvolutionReshaper.ConvolutionReshaper'>
[ INFO ]  New subclass: <class 'extensions.back.ReshapeMutation.DisableReshapeMutationInTensorIterator'>
[ INFO ]  New subclass: <class 'extensions.back.EnableConstantStridedSlice.EnableConstantStridedSlice'>
[ WARNING ]  Skipped <class 'extensions.back.ShufflenetReLUReorder.ShufflenetReLUReorder'> registration because it was already registered or it was disabled. 
[ WARNING ]  Skipped <class 'extensions.back.CreateConstNodes.CreateConstNodesReplacement'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.back.TileReshaper.TileReshaper'>
[ WARNING ]  Skipped <class 'extensions.back.kaldi_remove_memory_output.KaldiRemoveMemoryOutputBackReplacementPattern'> registration because it was already registered or it was disabled. 
[ WARNING ]  Skipped <class 'extensions.middle.LayoutChangeForConstantShapePaths.LayoutChangeForConstantShapePaths'> registration because it was already registered or it was disabled. 
[ INFO ]  New subclass: <class 'extensions.back.ReshapeMutation.ReshapeMutation'>
[ INFO ]  New subclass: <class 'extensions.back.PackBinaryWeights.PackBinaryWeights'>
[ INFO ]  New subclass: <class 'extensions.back.RNNSequenceTypeRename.RNNSequence'>
[ INFO ]  New subclass: <class 'extensions.back.PermuteForReshape.PermuteForReshape'>
[ INFO ]  New subclass: <class 'extensions.back.insert_compatibility_l2normalization.CompatibilityL2NormalizationPattern'>
[ INFO ]  New subclass: <class 'extensions.back.DumpFakeQuantStat.DumpFakeQuantStat'>
[ 2019-06-27 15:34:36,320 ] [ DEBUG ] [ class_registration:48 ]  All replacers has unique idxs.
[ INFO ]  Restoring parameters from %s
[ INFO ]  Froze %d variables.
[ INFO ]  Converted %d variables to const ops.
[ WARNING ]  TensorFlow post-processing of loaded model was unsuccessful. This is an optional step that Model Optimizer performs for any input model but it is not usually required for all models.It likely means that the original model is ill-formed. Model Optimizer will continue converting this model.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ tf:92 ]  Number of nodes in graph_def: 415
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Conv2D to extractors with custom extractor class <class 'extensions.front.tf.conv_ext.Conv2DFrontExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Slice to extractors with custom extractor class <class 'extensions.front.tf.slice_ext.SliceExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry AvgPool3D to extractors with custom extractor class <class 'extensions.front.tf.pooling_ext.AvgPool3DFrontExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Sum to extractors with custom extractor class <class 'extensions.front.tf.sum_ext.SumFrontExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry MaxPool to extractors with custom extractor class <class 'extensions.front.tf.pooling_ext.MaxPoolFrontExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry PadV2 to extractors with custom extractor class <class 'extensions.front.tf.pad_ext.PadV2FrontExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry CTCGreedyDecoder to extractors with custom extractor class <class 'extensions.front.tf.CTCGreedyDecoder_ext.CTCCGreedyDecoderFrontExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Conv3D to extractors with custom extractor class <class 'extensions.front.tf.conv_ext.Conv3DFrontExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Cast to extractors with custom extractor class <class 'extensions.front.tf.Cast_ext.CastFrontExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Tile to extractors with custom extractor class <class 'extensions.front.tf.tile_ext.TileExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Variable to extractors with custom extractor class <class 'extensions.front.tf.variable_ext.VariableExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Gather to extractors with custom extractor class <class 'extensions.front.tf.gather_ext.GatherFrontExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry MaxPool3D to extractors with custom extractor class <class 'extensions.front.tf.pooling_ext.MaxPool3DFrontExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Pad to extractors with custom extractor class <class 'extensions.front.tf.pad_ext.PadFrontExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry TensorArrayGatherV3 to extractors with custom extractor class <class 'extensions.front.tf.TensorArrayGatherV3.TensorArrayGatherV3Exteractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Conv2DBackpropInput to extractors with custom extractor class <class 'extensions.front.tf.deconv_ext.Conv2DBackpropInputFrontExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Softmax to extractors with custom extractor class <class 'extensions.front.tf.softmax_ext.SoftmaxFrontExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Elu to extractors with custom extractor class <class 'mo.front.tf.extractors.elu.Elu'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry ReverseV2 to extractors with custom extractor class <class 'extensions.front.tf.reverse_v2.ReverseV2FrontExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry GatherV2 to extractors with custom extractor class <class 'extensions.front.tf.gather_ext.GatherV2FrontExtractor'>.
[ 2019-06-27 15:34:36,684 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Sigmoid to extractors with custom extractor class <class 'mo.front.tf.extractors.sigmoid.Sigmoid'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Concat to extractors with custom extractor class <class 'extensions.front.tf.concat_ext.ConcatFrontExtractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry StopGradient to extractors with custom extractor class <class 'extensions.front.tf.stop_gradient_ext.StopGradientExtractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry AddN to extractors with custom extractor class <class 'extensions.front.tf.addn_ext.AddNExtractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Exp to extractors with custom extractor class <class 'extensions.front.tf.exp_ext.ExpExtractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry VariableV2 to extractors with custom extractor class <class 'extensions.front.tf.variable_ext.VariableV2Extractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Conv3DBackpropInputV2 to extractors with custom extractor class <class 'extensions.front.tf.deconv_ext.Conv3DBackpropInputV2InputFrontExtractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry SplitV to extractors with custom extractor class <class 'extensions.front.tf.split_ext.SplitVExtractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry ExtractImagePatches to extractors with custom extractor class <class 'extensions.front.tf.extract_image_patches.ExtractImagePatchesExtractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry FIFOQueueV2 to extractors with custom extractor class <class 'extensions.front.tf.fifo_queue_v2_ext.FIFOQueueV2Extractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry DepthwiseConv2dNative to extractors with custom extractor class <class 'extensions.front.tf.conv_ext.DepthwiseConv2dNativeFrontExtractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry CropAndResize to extractors with custom extractor class <class 'extensions.front.tf.crop_and_resize_ext.CropAndResizeFrontExtractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry ResourceGather to extractors with custom extractor class <class 'extensions.front.tf.gather_ext.ResourceGatherFrontExtractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry ReverseSequence to extractors with custom extractor class <class 'extensions.front.tf.reverse_sequence.ReverseSequenceFrontExtractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Tanh to extractors with custom extractor class <class 'mo.front.tf.extractors.tanh.Tanh'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Sqrt to extractors with custom extractor class <class 'extensions.front.tf.sqrt_ext.SqrtExtractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Shape to extractors with custom extractor class <class 'extensions.front.tf.shape_ext.ShapeExtractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry MirrorPad to extractors with custom extractor class <class 'extensions.front.tf.pad_ext.MirrorPadFrontExtractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry ResizeBilinear to extractors with custom extractor class <class 'extensions.front.tf.resize_bilinear.ResizeBilinearFrontExtractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry NextIteration to extractors with custom extractor class <class 'extensions.front.tf.next_iteration_ext.NextIterationExtractor'>.
[ 2019-06-27 15:34:36,685 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry AvgPool to extractors with custom extractor class <class 'extensions.front.tf.pooling_ext.AvgPoolFrontExtractor'>.
[ 2019-06-27 15:34:36,686 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry DepthToSpace to extractors with custom extractor class <class 'extensions.front.tf.depth_to_space.DepthToSpaceFrontExtractor'>.
[ 2019-06-27 15:34:36,686 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry ResizeNearestNeighbor to extractors with custom extractor class <class 'extensions.front.tf.resize_nearest_neighbor.ResizeNearestNeighborFrontExtractor'>.
[ 2019-06-27 15:34:36,686 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Max to extractors with custom extractor class <class 'extensions.front.tf.max_ext.MaxFrontExtractor'>.
[ 2019-06-27 15:34:36,686 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry StridedSlice to extractors with custom extractor class <class 'mo.front.tf.extractors.strided_slice.StridedSliceFrontExtractor'>.
[ 2019-06-27 15:34:36,686 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry ArgMax to extractors with custom extractor class <class 'extensions.front.tf.argmax_ext.ArgMaxFrontExtractor'>.
[ 2019-06-27 15:34:36,686 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry Rank to extractors with custom extractor class <class 'extensions.front.tf.rank_ext.RankFrontExtractor'>.
[ 2019-06-27 15:34:36,686 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry BlockLSTM to extractors with custom extractor class <class 'extensions.front.tf.BlockLSTM_ext.BlockLSTMExtractor'>.
[ 2019-06-27 15:34:36,686 ] [ DEBUG ] [ register_custom_ops:70 ]  Overridden extractor entry Square by custom extractor class <class 'extensions.front.tf.square_ext.SquareExtractor'>.
[ 2019-06-27 15:34:36,686 ] [ DEBUG ] [ register_custom_ops:74 ]  Added a new entry TensorArrayV3 to extractors with custom extractor class <class 'extensions.front.tf.TensorArrayExtractors.TensorArrayExtractor'>.
[ 2019-06-27 15:34:36,686 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Merge to extractors with custom op class <class 'extensions.ops.merge.Merge'>.
[ 2019-06-27 15:34:36,686 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Range to extractors with custom op class <class 'extensions.ops.range.Range'>.
[ 2019-06-27 15:34:36,686 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry SimplerNMS to extractors with custom op class <class 'extensions.ops.simplernms.SimplerNMSOp'>.
[ 2019-06-27 15:34:36,687 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Pooling to extractors with custom op class <class 'mo.ops.pooling.Pooling'>.
[ 2019-06-27 15:34:36,687 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry FullyConnected to extractors with custom op class <class 'mo.ops.inner_product.InnerProduct'>.
[ 2019-06-27 15:34:36,688 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry ShuffleChannel to extractors with custom op class <class 'extensions.ops.shufflechannel.ShuffleChannelOp'>.
[ 2019-06-27 15:34:36,688 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry PowerFile to extractors with custom op class <class 'extensions.ops.power_file.PowerFileOp'>.
[ 2019-06-27 15:34:36,688 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Binarization to extractors with custom op class <class 'extensions.ops.binarization.Binarization'>.
[ 2019-06-27 15:34:36,688 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry GRU to extractors with custom op class <class 'extensions.ops.GRU.GRU'>.
[ 2019-06-27 15:34:36,688 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry BN to extractors with custom op class <class 'extensions.ops.bn.BNOp'>.
[ 2019-06-27 15:34:36,688 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry GRUCell to extractors with custom op class <class 'extensions.ops.GRUCell.GRUCell'>.
[ 2019-06-27 15:34:36,688 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry TensorIteratorInput to extractors with custom op class <class 'extensions.ops.TensorIterator_ops.TensorIteratorInput'>.
[ 2019-06-27 15:34:36,689 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Flatten to extractors with custom op class <class 'mo.ops.flatten.Flatten'>.
[ 2019-06-27 15:34:36,689 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry TensorIteratorBackEdge to extractors with custom op class <class 'extensions.ops.TensorIterator_ops.TensorIteratorBackEdge'>.
[ 2019-06-27 15:34:36,689 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry ReorgYolo to extractors with custom op class <class 'extensions.ops.reorgyolo.ReorgYoloOp'>.
[ 2019-06-27 15:34:36,689 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry PredictionHeatmap to extractors with custom op class <class 'extensions.ops.prediction_heatmap.PredictionHeatmapOp'>.
[ 2019-06-27 15:34:36,689 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry PReLU to extractors with custom op class <class 'extensions.ops.prelu.PreluOp'>.
[ 2019-06-27 15:34:36,689 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Quantize to extractors with custom op class <class 'extensions.ops.quantize.QuantizeOp'>.
[ 2019-06-27 15:34:36,689 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry GatherNd to extractors with custom op class <class 'extensions.ops.GatherNd.GatherNd'>.
[ 2019-06-27 15:34:36,689 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry ConstantFill to extractors with custom op class <class 'extensions.ops.constant_fill.ConstantFill'>.
[ 2019-06-27 15:34:36,689 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry SpatialTransformer to extractors with custom op class <class 'extensions.ops.spatial_transformer.SpatialTransformOp'>.
[ 2019-06-27 15:34:36,689 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Switch to extractors with custom op class <class 'extensions.ops.switch.Switch'>.
[ 2019-06-27 15:34:36,689 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry ExperimentalDetectronROIFeatureExtractor to extractors with custom op class <class 'extensions.ops.roifeatureextractor_onnx.ExperimentalDetectronROIFeatureExtractor'>.
[ 2019-06-27 15:34:36,689 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry InstanceNormalization to extractors with custom op class <class 'extensions.ops.instance_normalization.InstanceNormalization'>.
[ 2019-06-27 15:34:36,690 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Enter to extractors with custom op class <class 'extensions.ops.Enter.Enter'>.
[ 2019-06-27 15:34:36,690 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry GRN to extractors with custom op class <class 'extensions.ops.grn.GRNOp'>.
[ 2019-06-27 15:34:36,690 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Splice to extractors with custom op class <class 'extensions.ops.splice.Splice'>.
[ 2019-06-27 15:34:36,690 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Memory to extractors with custom op class <class 'mo.ops.memory.Memory'>.
[ 2019-06-27 15:34:36,690 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry RegionYolo to extractors with custom op class <class 'extensions.ops.regionyolo.RegionYoloOp'>.
[ 2019-06-27 15:34:36,690 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Exit to extractors with custom op class <class 'extensions.ops.Exit.Exit'>.
[ 2019-06-27 15:34:36,690 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Activation to extractors with custom op class <class 'mo.ops.activation.Activation'>.
[ 2019-06-27 15:34:36,690 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Reverse to extractors with custom op class <class 'extensions.ops.Reverse.Reverse'>.
[ 2019-06-27 15:34:36,690 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Deconvolution to extractors with custom op class <class 'mo.ops.deconvolution.Deconvolution'>.
[ 2019-06-27 15:34:36,690 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry PSROIPooling to extractors with custom op class <class 'extensions.ops.psroipooling.PSROIPoolingOp'>.
[ 2019-06-27 15:34:36,690 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry LSTM to extractors with custom op class <class 'extensions.ops.LSTM.LSTM'>.
[ 2019-06-27 15:34:36,691 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Select to extractors with custom op class <class 'extensions.ops.select.Select'>.
[ 2019-06-27 15:34:36,691 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Assert to extractors with custom op class <class 'extensions.ops.assert_op.Assert'>.
[ 2019-06-27 15:34:36,691 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry DetectionOutput to extractors with custom op class <class 'extensions.ops.DetectionOutput.DetectionOutput'>.
[ 2019-06-27 15:34:36,691 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Normalize to extractors with custom op class <class 'extensions.ops.normalize.NormalizeOp'>.
[ 2019-06-27 15:34:36,691 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry TensorIteratorCondition to extractors with custom op class <class 'extensions.ops.TensorIterator_ops.TensorIteratorCondition'>.
[ 2019-06-27 15:34:36,691 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry EltwiseN to extractors with custom op class <class 'mo.ops.eltwise_n.EltwiseN'>.
[ 2019-06-27 15:34:36,691 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry ExperimentalDetectronGenerateProposalsSingleImage to extractors with custom op class <class 'extensions.ops.proposal_onnx.ExperimentalDetectronGenerateProposalsSingleImage'>.
[ 2019-06-27 15:34:36,691 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry TensorIteratorOutput to extractors with custom op class <class 'extensions.ops.TensorIterator_ops.TensorIteratorOutput'>.
[ 2019-06-27 15:34:36,691 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry ExperimentalDetectronTopKROIs to extractors with custom op class <class 'extensions.ops.topkrois_onnx.ExperimentalDetectronTopKROIs'>.
[ 2019-06-27 15:34:36,691 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry TensorIterator to extractors with custom op class <class 'extensions.ops.tensor_iterator.TensorIterator'>.
[ 2019-06-27 15:34:36,691 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Resample to extractors with custom op class <class 'extensions.ops.resample.ResampleOp'>.
[ 2019-06-27 15:34:36,692 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry DataAugmentation to extractors with custom op class <class 'extensions.ops.data_augmentation.DataAugmentationOp'>.
[ 2019-06-27 15:34:36,692 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry TensorArrayWriteV3 to extractors with custom op class <class 'extensions.ops.TensorArrayWrite.TensorArrayWriter'>.
[ 2019-06-27 15:34:36,692 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Input to extractors with custom op class <class 'mo.ops.input.Input'>.
[ 2019-06-27 15:34:36,692 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry TensorArrayReadV3 to extractors with custom op class <class 'extensions.ops.TensorArrayRead.TensorArrayReader'>.
[ 2019-06-27 15:34:36,692 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry TensorArraySizeV3 to extractors with custom op class <class 'extensions.ops.TensorArraySize.TensorArraySize'>.
[ 2019-06-27 15:34:36,692 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry MVN to extractors with custom op class <class 'extensions.ops.mvn.MVN'>.
[ 2019-06-27 15:34:36,692 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Accum to extractors with custom op class <class 'extensions.ops.accum.AccumOp'>.
[ 2019-06-27 15:34:36,692 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry OpOutput to extractors with custom op class <class 'mo.ops.output.Output'>.
[ 2019-06-27 15:34:36,692 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Axpy to extractors with custom op class <class 'extensions.ops.axpy.AxpyOp'>.
[ 2019-06-27 15:34:36,692 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry LSTMSequence to extractors with custom op class <class 'extensions.ops.lstm_sequence.LSTMSequence'>.
[ 2019-06-27 15:34:36,692 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Correlation to extractors with custom op class <class 'extensions.ops.correlation.CorrelationOp'>.
[ 2019-06-27 15:34:36,693 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Interp to extractors with custom op class <class 'extensions.ops.interp.InterpOp'>.
[ 2019-06-27 15:34:36,693 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry SquaredDifference to extractors with custom op class <class 'extensions.ops.SquaredDifference.SquaredDifference'>.
[ 2019-06-27 15:34:36,693 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry ExperimentalDetectronPriorGridGenerator to extractors with custom op class <class 'extensions.ops.priorgridgenerator_onnx.ExperimentalDetectronPriorGridGenerator'>.
[ 2019-06-27 15:34:36,693 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry RNN to extractors with custom op class <class 'extensions.ops.RNN.RNN'>.
[ 2019-06-27 15:34:36,693 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Crop to extractors with custom op class <class 'mo.ops.crop.Crop'>.
[ 2019-06-27 15:34:36,693 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Convolution to extractors with custom op class <class 'mo.ops.convolution.Convolution'>.
[ 2019-06-27 15:34:36,693 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Clamp to extractors with custom op class <class 'mo.ops.clamp.Clamp'>.
[ 2019-06-27 15:34:36,693 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Proposal to extractors with custom op class <class 'extensions.ops.proposal.ProposalOp'>.
[ 2019-06-27 15:34:36,693 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry ExperimentalDetectronDetectionOutput to extractors with custom op class <class 'extensions.ops.detectionoutput_onnx.ExperimentalDetectronDetectionOutput'>.
[ 2019-06-27 15:34:36,693 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry PriorBoxClustered to extractors with custom op class <class 'extensions.ops.priorbox_clustered.PriorBoxClusteredOp'>.
[ 2019-06-27 15:34:36,693 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry Eltwise to extractors with custom op class <class 'mo.ops.eltwise.Eltwise'>.
[ 2019-06-27 15:34:36,694 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry TensorArrayScatterV3 to extractors with custom op class <class 'extensions.ops.TensorArrayScatter.TensorArrayScatter'>.
[ 2019-06-27 15:34:36,694 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry PriorBox to extractors with custom op class <class 'extensions.ops.priorbox.PriorBoxOp'>.
[ 2019-06-27 15:34:36,694 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry LSTMCell to extractors with custom op class <class 'extensions.ops.lstm_cell.LSTMCell'>.
[ 2019-06-27 15:34:36,694 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry FlattenONNX to extractors with custom op class <class 'mo.ops.flatten_onnx.FlattenONNX'>.
[ 2019-06-27 15:34:36,694 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry ScaleShift to extractors with custom op class <class 'mo.ops.scale_shift.ScaleShiftOp'>.
[ 2019-06-27 15:34:36,694 ] [ DEBUG ] [ register_custom_ops:104 ]  Added a new entry RNNCell to extractors with custom op class <class 'extensions.ops.RNNCell.RNNCell'>.
[ 2019-06-27 15:34:36,733 ] [ DEBUG ] [ utils:78 ]  value = [16], shape = [], res = [16], res.shape = (1,)
[ 2019-06-27 15:34:36,740 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,740 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [16] and value.shape = (16,)
[ 2019-06-27 15:34:36,741 ] [ DEBUG ] [ utils:78 ]  value = [1], shape = [], res = [1], res.shape = (1,)
[ 2019-06-27 15:34:36,741 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ WARNING ]  Broadcast of scalar to shape: [26]
[ 2019-06-27 15:34:36,742 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [26] and value.shape = (26,)
[ 2019-06-27 15:34:36,742 ] [ DEBUG ] [ utils:78 ]  value = [1], shape = [], res = [1], res.shape = (1,)
[ 2019-06-27 15:34:36,742 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,743 ] [ DEBUG ] [ utils:78 ]  value = [0], shape = [], res = [0], res.shape = (1,)
[ 2019-06-27 15:34:36,743 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,744 ] [ DEBUG ] [ utils:78 ]  value = [2], shape = [], res = [2], res.shape = (1,)
[ 2019-06-27 15:34:36,745 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,745 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [2] and value.shape = (2,)
[ 2019-06-27 15:34:36,747 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [16] and value.shape = (16,)
[ 2019-06-27 15:34:36,748 ] [ DEBUG ] [ utils:78 ]  value = [0.0010000000474974513], shape = [], res = [0.001], res.shape = (1,)
[ 2019-06-27 15:34:36,748 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,749 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [ 5 16 16] and value.shape = (5, 16, 16)
[ 2019-06-27 15:34:36,749 ] [ DEBUG ] [ utils:78 ]  value = [1], shape = [], res = [1], res.shape = (1,)
[ 2019-06-27 15:34:36,749 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ WARNING ]  Broadcast of scalar to shape: [1]
[ 2019-06-27 15:34:36,750 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [1] and value.shape = (1,)
[ 2019-06-27 15:34:36,751 ] [ DEBUG ] [ utils:78 ]  value = [1], shape = [], res = [1], res.shape = (1,)
[ 2019-06-27 15:34:36,751 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ WARNING ]  Broadcast of scalar to shape: [1]
[ 2019-06-27 15:34:36,753 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [1] and value.shape = (1,)
[ WARNING ]  Broadcast of scalar to shape: [26]
[ 2019-06-27 15:34:36,754 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [26] and value.shape = (26,)
[ 2019-06-27 15:34:36,755 ] [ DEBUG ] [ utils:78 ]  value = [0], shape = [], res = [0], res.shape = (1,)
[ 2019-06-27 15:34:36,755 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,756 ] [ DEBUG ] [ utils:78 ]  value = [9.999999747378752e-05], shape = [], res = [1.e-04], res.shape = (1,)
[ 2019-06-27 15:34:36,756 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,757 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [16] and value.shape = (16,)
[ 2019-06-27 15:34:36,758 ] [ DEBUG ] [ utils:78 ]  value = [0], shape = [], res = [0], res.shape = (1,)
[ 2019-06-27 15:34:36,758 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ WARNING ]  Broadcast of scalar to shape: [1]
[ 2019-06-27 15:34:36,760 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [1] and value.shape = (1,)
[ 2019-06-27 15:34:36,762 ] [ DEBUG ] [ utils:78 ]  value = [9.999999747378752e-05], shape = [], res = [1.e-04], res.shape = (1,)
[ 2019-06-27 15:34:36,762 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,764 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [ 128 6000] and value.shape = (128, 6000)
[ 2019-06-27 15:34:36,764 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [10 16 16] and value.shape = (10, 16, 16)
[ 2019-06-27 15:34:36,765 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [3] and value.shape = (3,)
[ 2019-06-27 15:34:36,766 ] [ DEBUG ] [ utils:78 ]  value = [0.0], shape = [], res = [0.], res.shape = (1,)
[ 2019-06-27 15:34:36,766 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,766 ] [ DEBUG ] [ utils:78 ]  value = [0], shape = [], res = [0], res.shape = (1,)
[ 2019-06-27 15:34:36,766 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,770 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [6000  128] and value.shape = (6000, 128)
[ WARNING ]  Broadcast of scalar to shape: [1]
[ 2019-06-27 15:34:36,771 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [1] and value.shape = (1,)
[ WARNING ]  Broadcast of scalar to shape: [26]
[ 2019-06-27 15:34:36,772 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [26] and value.shape = (26,)
[ 2019-06-27 15:34:36,773 ] [ DEBUG ] [ utils:78 ]  value = [b'model'], shape = [], res = ['model'], res.shape = (1,)
[ 2019-06-27 15:34:36,773 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,774 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [128] and value.shape = (128,)
[ 2019-06-27 15:34:36,775 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [16] and value.shape = (16,)
[ 2019-06-27 15:34:36,785 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [16] and value.shape = (16,)
[ WARNING ]  Broadcast of scalar to shape: [1]
[ 2019-06-27 15:34:36,786 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [1] and value.shape = (1,)
[ 2019-06-27 15:34:36,786 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [16] and value.shape = (16,)
[ 2019-06-27 15:34:36,786 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [128] and value.shape = (128,)
[ WARNING ]  Broadcast of scalar to shape: [1]
[ 2019-06-27 15:34:36,792 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [1] and value.shape = (1,)
[ 2019-06-27 15:34:36,793 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [32] and value.shape = (32,)
[ 2019-06-27 15:34:36,794 ] [ DEBUG ] [ utils:78 ]  value = [375], shape = [], res = [375], res.shape = (1,)
[ 2019-06-27 15:34:36,794 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ WARNING ]  Broadcast of scalar to shape: [1]
[ 2019-06-27 15:34:36,796 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [1] and value.shape = (1,)
[ 2019-06-27 15:34:36,797 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [16] and value.shape = (16,)
[ WARNING ]  Broadcast of scalar to shape: [26]
[ 2019-06-27 15:34:36,797 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [26] and value.shape = (26,)
[ 2019-06-27 15:34:36,799 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [ 3 16  3] and value.shape = (3, 16, 3)
[ 2019-06-27 15:34:36,799 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [16] and value.shape = (16,)
[ 2019-06-27 15:34:36,801 ] [ DEBUG ] [ utils:78 ]  value = [9.999999747378752e-05], shape = [], res = [1.e-04], res.shape = (1,)
[ 2019-06-27 15:34:36,801 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,803 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [10  3 16] and value.shape = (10, 3, 16)
[ 2019-06-27 15:34:36,804 ] [ DEBUG ] [ utils:78 ]  value = [2], shape = [], res = [2], res.shape = (1,)
[ 2019-06-27 15:34:36,804 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ WARNING ]  Broadcast of scalar to shape: [1]
[ 2019-06-27 15:34:36,804 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [1] and value.shape = (1,)
[ 2019-06-27 15:34:36,807 ] [ DEBUG ] [ utils:78 ]  value = [0.0], shape = [], res = [0.], res.shape = (1,)
[ 2019-06-27 15:34:36,807 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,808 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [2] and value.shape = (2,)
[ WARNING ]  Broadcast of scalar to shape: [1]
[ 2019-06-27 15:34:36,809 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [1] and value.shape = (1,)
[ 2019-06-27 15:34:36,809 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [16] and value.shape = (16,)
[ 2019-06-27 15:34:36,810 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [ 32 128] and value.shape = (32, 128)
[ WARNING ]  Broadcast of scalar to shape: [1]
[ 2019-06-27 15:34:36,811 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [1] and value.shape = (1,)
[ 2019-06-27 15:34:36,812 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [2] and value.shape = (2,)
[ 2019-06-27 15:34:36,813 ] [ DEBUG ] [ utils:78 ]  value = [1], shape = [], res = [1], res.shape = (1,)
[ 2019-06-27 15:34:36,813 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,815 ] [ DEBUG ] [ utils:78 ]  value = [1], shape = [], res = [1], res.shape = (1,)
[ 2019-06-27 15:34:36,815 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,816 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [16] and value.shape = (16,)
[ 2019-06-27 15:34:36,817 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [6000] and value.shape = (6000,)
[ WARNING ]  Broadcast of scalar to shape: [1]
[ 2019-06-27 15:34:36,818 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [1] and value.shape = (1,)
[ 2019-06-27 15:34:36,818 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [128  32] and value.shape = (128, 32)
[ 2019-06-27 15:34:36,819 ] [ DEBUG ] [ utils:78 ]  value = [-1], shape = [], res = [-1], res.shape = (1,)
[ 2019-06-27 15:34:36,819 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ WARNING ]  Broadcast of scalar to shape: [1]
[ 2019-06-27 15:34:36,820 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [1] and value.shape = (1,)
[ 2019-06-27 15:34:36,820 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [ 5 16 16] and value.shape = (5, 16, 16)
[ 2019-06-27 15:34:36,821 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [16] and value.shape = (16,)
[ 2019-06-27 15:34:36,823 ] [ DEBUG ] [ utils:78 ]  value = [0], shape = [], res = [0], res.shape = (1,)
[ 2019-06-27 15:34:36,823 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ WARNING ]  Broadcast of scalar to shape: [1]
[ 2019-06-27 15:34:36,896 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [1] and value.shape = (1,)
[ 2019-06-27 15:34:36,897 ] [ DEBUG ] [ utils:78 ]  value = [0.0], shape = [], res = [0.], res.shape = (1,)
[ 2019-06-27 15:34:36,897 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,898 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [16] and value.shape = (16,)
[ 2019-06-27 15:34:36,898 ] [ DEBUG ] [ utils:78 ]  value = [0.0010000000474974513], shape = [], res = [0.001], res.shape = (1,)
[ 2019-06-27 15:34:36,898 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ 2019-06-27 15:34:36,900 ] [ DEBUG ] [ utils:78 ]  value = [1], shape = [], res = [1], res.shape = (1,)
[ 2019-06-27 15:34:36,900 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ WARNING ]  Broadcast of scalar to shape: [1]
[ 2019-06-27 15:34:36,901 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [1] and value.shape = (1,)
[ 2019-06-27 15:34:36,902 ] [ DEBUG ] [ utils:78 ]  value = [1], shape = [], res = [1], res.shape = (1,)
[ 2019-06-27 15:34:36,902 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ WARNING ]  Broadcast of scalar to shape: [1]
[ 2019-06-27 15:34:36,904 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [1] and value.shape = (1,)
[ 2019-06-27 15:34:36,904 ] [ DEBUG ] [ utils:78 ]  value = [1], shape = [], res = [1], res.shape = (1,)
[ 2019-06-27 15:34:36,904 ] [ DEBUG ] [ const:33 ]  Constant extractor for node gives shape = [] and value.shape = ()
[ WARNING ]  Instructions/layers that do not have attribute extractors:
[ WARNING ]      SaveV2 (1)
[ WARNING ]          save/SaveV2
[ WARNING ]      VarIsInitializedOp (52)
[ WARNING ]          batch_normalization_v1_1/moving_mean/IsInitialized/VarIsInitializedOp
[ WARNING ]          conv1d_2/kernel/IsInitialized/VarIsInitializedOp
[ WARNING ]          VarIsInitializedOp_7
[ WARNING ]          VarIsInitializedOp_17
[ WARNING ]          VarIsInitializedOp_25
[ WARNING ]          batch_normalization_v1_1/beta/IsInitialized/VarIsInitializedOp
[ WARNING ]          conv1d_3/bias/IsInitialized/VarIsInitializedOp
[ WARNING ]          batch_normalization_v1/moving_mean/IsInitialized/VarIsInitializedOp
[ WARNING ]          VarIsInitializedOp_5
[ WARNING ]          dense_2/kernel/IsInitialized/VarIsInitializedOp
[ WARNING ]          conv1d_4/bias/IsInitialized/VarIsInitializedOp
[ WARNING ]          VarIsInitializedOp_10
[ WARNING ]          VarIsInitializedOp_11
[ WARNING ]          VarIsInitializedOp_8
[ WARNING ]          dense_2/bias/IsInitialized/VarIsInitializedOp
[ WARNING ]          VarIsInitializedOp_14
[ WARNING ]          batch_normalization_v1/gamma/IsInitialized/VarIsInitializedOp
[ WARNING ]          batch_normalization_v1_1/moving_variance/IsInitialized/VarIsInitializedOp
[ WARNING ]          VarIsInitializedOp_1
[ WARNING ]          VarIsInitializedOp_20
[ WARNING ]          VarIsInitializedOp_19
[ WARNING ]          VarIsInitializedOp_3
[ WARNING ]          batch_normalization_v1/moving_variance/IsInitialized/VarIsInitializedOp
[ WARNING ]          VarIsInitializedOp_24
[ WARNING ]          VarIsInitializedOp_21
[ WARNING ]          conv1d_1/kernel/IsInitialized/VarIsInitializedOp
[ WARNING ]          VarIsInitializedOp_13
[ WARNING ]          conv1d_1/bias/IsInitialized/VarIsInitializedOp
[ WARNING ]          conv1d_2/bias/IsInitialized/VarIsInitializedOp
[ WARNING ]          batch_normalization_v1_1/gamma/IsInitialized/VarIsInitializedOp
[ WARNING ]          conv1d_4/kernel/IsInitialized/VarIsInitializedOp
[ WARNING ]          conv1d_3/kernel/IsInitialized/VarIsInitializedOp
[ WARNING ]          VarIsInitializedOp_23
[ WARNING ]          bottleneck/kernel/IsInitialized/VarIsInitializedOp
[ WARNING ]          bottleneck/bias/IsInitialized/VarIsInitializedOp
[ WARNING ]          VarIsInitializedOp_6
[ WARNING ]          VarIsInitializedOp_22
[ WARNING ]          VarIsInitializedOp_9
[ WARNING ]          dense_1/kernel/IsInitialized/VarIsInitializedOp
[ WARNING ]          VarIsInitializedOp_2
[ WARNING ]          batch_normalization_v1/beta/IsInitialized/VarIsInitializedOp
[ WARNING ]          VarIsInitializedOp_16
[ WARNING ]          dense/bias/IsInitialized/VarIsInitializedOp
[ WARNING ]          VarIsInitializedOp
[ WARNING ]          dense/kernel/IsInitialized/VarIsInitializedOp
[ WARNING ]          VarIsInitializedOp_12
[ WARNING ]          VarIsInitializedOp_4
[ WARNING ]          dense_1/bias/IsInitialized/VarIsInitializedOp
[ WARNING ]          conv1d/kernel/IsInitialized/VarIsInitializedOp
[ WARNING ]          VarIsInitializedOp_15
[ WARNING ]          VarIsInitializedOp_18
[ WARNING ]          conv1d/bias/IsInitialized/VarIsInitializedOp
[ WARNING ]      AssignVariableOp (52)
[ WARNING ]          AssignVariableOp_18
[ WARNING ]          save/AssignVariableOp_3
[ WARNING ]          AssignVariableOp_20
[ WARNING ]          save/AssignVariableOp_18
[ WARNING ]          save/AssignVariableOp_16
[ WARNING ]          AssignVariableOp_10
[ WARNING ]          AssignVariableOp_7
[ WARNING ]          AssignVariableOp_3
[ WARNING ]          save/AssignVariableOp_6
[ WARNING ]          AssignVariableOp_2
[ WARNING ]          AssignVariableOp_21
[ WARNING ]          AssignVariableOp_8
[ WARNING ]          AssignVariableOp_11
[ WARNING ]          save/AssignVariableOp_5
[ WARNING ]          AssignVariableOp_14
[ WARNING ]          AssignVariableOp_1
[ WARNING ]          AssignVariableOp_5
[ WARNING ]          save/AssignVariableOp_12
[ WARNING ]          AssignVariableOp_19
[ WARNING ]          save/AssignVariableOp_22
[ WARNING ]          AssignVariableOp_9
[ WARNING ]          AssignVariableOp_12
[ WARNING ]          save/AssignVariableOp_20
[ WARNING ]          save/AssignVariableOp_2
[ WARNING ]          save/AssignVariableOp_15
[ WARNING ]          save/AssignVariableOp_14
[ WARNING ]          AssignVariableOp_23
[ WARNING ]          save/AssignVariableOp_9
[ WARNING ]          AssignVariableOp_24
[ WARNING ]          save/AssignVariableOp_11
[ WARNING ]          AssignVariableOp_13
[ WARNING ]          AssignVariableOp_6
[ WARNING ]          AssignVariableOp_17
[ WARNING ]          save/AssignVariableOp_10
[ WARNING ]          save/AssignVariableOp
[ WARNING ]          AssignVariableOp_15
[ WARNING ]          AssignVariableOp_16
[ WARNING ]          save/AssignVariableOp_25
[ WARNING ]          save/AssignVariableOp_4
[ WARNING ]          save/AssignVariableOp_1
[ WARNING ]          save/AssignVariableOp_24
[ WARNING ]          save/AssignVariableOp_19
[ WARNING ]          save/AssignVariableOp_7
[ WARNING ]          save/AssignVariableOp_13
[ WARNING ]          AssignVariableOp_25
[ WARNING ]          save/AssignVariableOp_21
[ WARNING ]          AssignVariableOp_22
[ WARNING ]          save/AssignVariableOp_23
[ WARNING ]          AssignVariableOp_4
[ WARNING ]          save/AssignVariableOp_8
[ WARNING ]          AssignVariableOp
[ WARNING ]          save/AssignVariableOp_17
[ WARNING ]      RestoreV2 (1)
[ WARNING ]          save/RestoreV2
[ 2019-06-27 15:34:36,918 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.override_batch.OverrideBatch'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,918 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.override_batch.OverrideBatch'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,919 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.input_cut.InputCut'> will be run after <class 'extensions.front.output_cut.OutputCut'>
[ 2019-06-27 15:34:36,919 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.output_cut.OutputCut'> will be run after <class 'extensions.front.user_data_repack.UserDataRepack'>
[ 2019-06-27 15:34:36,919 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.create_tensor_nodes.CreateTensorNodes'> will be run after <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,919 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.variables_values_freezing.VariablesToConstants'> will be run before <class 'extensions.front.freeze_placeholder_value.FreezePlaceholderValue'>
[ 2019-06-27 15:34:36,919 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.variables_values_freezing.VariablesToConstants'> will be run after <class 'extensions.front.input_cut.InputCut'>
[ 2019-06-27 15:34:36,919 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.tensorflow_patterns.TensorflowOperationPatterns'> will be run before <class 'extensions.front.tf.tensorflow_use_custom_operations_config.TensorflowUseCustomOperationsConfig'>
[ 2019-06-27 15:34:36,919 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.tensorflow_patterns.TensorflowOperationPatterns'> will be run after <class 'extensions.front.tf.tensorflow_patterns.TensorflowSubgraphPatterns'>
[ 2019-06-27 15:34:36,919 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.tensorflow_patterns.TensorflowSubgraphPatterns'> will be run after <class 'extensions.front.tf.tensorflow_custom_operations_config_update.TensorflowCustomOperationsConfigUpdate'>
[ 2019-06-27 15:34:36,920 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.tensorflow_custom_operations_config_update.TensorflowCustomOperationsConfigUpdate'> will be run after <class 'extensions.front.freeze_placeholder_value.FreezePlaceholderValue'>
[ 2019-06-27 15:34:36,920 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.tensorflow_use_custom_operations_config.TensorflowUseCustomOperationsConfig'> will be run before <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,920 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.no_op_eraser.NoOpEraser'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,920 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.no_op_eraser.NoOpEraser'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,920 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.standalone_const_eraser.StandaloneConstEraser'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,920 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.standalone_const_eraser.StandaloneConstEraser'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,920 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.restore_ports.RestorePorts'> will be run after <class 'extensions.front.input_cut.InputCut'>
[ 2019-06-27 15:34:36,920 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.freeze_placeholder_value.FreezePlaceholderValue'> will be run before <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,921 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.freeze_placeholder_value.FreezePlaceholderValue'> will be run after <class 'extensions.front.restore_ports.RestorePorts'>
[ 2019-06-27 15:34:36,921 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.CTCGreedyDecoder.CTCGreedyDecoderReplacement'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,921 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.CTCGreedyDecoder.CTCGreedyDecoderReplacement'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,921 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.fifo_replacer.FIFOQueue'> will be run before <class 'extensions.front.override_batch.OverrideBatch'>
[ 2019-06-27 15:34:36,921 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.fifo_replacer.FIFOQueue'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,931 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.fifo_replacer.QueueDequeueManyV2'> will be run before <class 'extensions.front.override_batch.OverrideBatch'>
[ 2019-06-27 15:34:36,931 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.fifo_replacer.QueueDequeueManyV2'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,931 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.mvn_unrolled.MVNUnrolled'> will be run before <class 'extensions.front.squared_difference.SquaredDifference'>
[ 2019-06-27 15:34:36,932 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.mvn_unrolled.MVNUnrolled'> will be run before <class 'extensions.front.div.Div'>
[ 2019-06-27 15:34:36,932 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.mvn_unrolled.MVNUnrolled'> will be run before <class 'extensions.front.sub.Sub'>
[ 2019-06-27 15:34:36,932 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.mvn_unrolled.MVNUnrolled'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,932 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.mvn.MVN'> will be run before <class 'extensions.front.squared_difference.SquaredDifference'>
[ 2019-06-27 15:34:36,932 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.mvn.MVN'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,932 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.prelu.PReLU'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,932 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.prelu.PReLU'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,932 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.FlattenToReshape.FlattenToReshapeableReshape'> will be run before <class 'extensions.front.Pack.Pack'>
[ 2019-06-27 15:34:36,932 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.FlattenToReshape.FlattenToReshapeableReshape'> will be run after <class 'extensions.front.tf.nearest_neighbor_upsampling.NearestNeighborUpsampling'>
[ 2019-06-27 15:34:36,932 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.concat.Concat'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,932 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.concat.Concat'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,932 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.prelu.PReLUWithAbs'> will be run before <class 'extensions.front.sub.Sub'>
[ 2019-06-27 15:34:36,932 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.prelu.PReLUWithAbs'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,932 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.basic_lstm_cell.BasicLSTMCell'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,932 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.basic_lstm_cell.BasicLSTMCell'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,932 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.nearest_neighbor_upsampling.NearestNeighborUpsampling'> will be run before <class 'extensions.front.Pack.Pack'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.nearest_neighbor_upsampling.NearestNeighborUpsampling'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.Pack.Pack'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.Pack.Pack'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.assign_elimination.AssignSubElimination'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.assign_elimination.AssignSubElimination'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.sub.Sub'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.sub.Sub'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.eltwise_n.EltwiseNReplacement'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.eltwise_n.EltwiseNReplacement'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.instance_normalization.InstanceNormalization'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.instance_normalization.InstanceNormalization'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.squared_difference.SquaredDifference'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.squared_difference.SquaredDifference'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ZerosLike.ZerosLikeReplacer'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.ZerosLike.ZerosLikeReplacer'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.reciprocal.ReciprocalReplacer'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.reciprocal.ReciprocalReplacer'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,933 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.BlockLSTM.BlockLSTM'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.BlockLSTM.BlockLSTM'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.LRNReplacer.LRNReplacer'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.LRNReplacer.LRNReplacer'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.assign_elimination.AssertElimination'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.assign_elimination.AssertElimination'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.div.Div'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.div.Div'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.CropAndResizeReplacement.CropAndResizeReplacement'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.CropAndResizeReplacement.CropAndResizeReplacement'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.image_scaler.ImageScaler'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.image_scaler.ImageScaler'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ArgMaxReshape.ArgMaxReshape'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.ArgMaxReshape.ArgMaxReshape'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.assign_elimination.AssignAddElimination'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.assign_elimination.AssignAddElimination'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.assign_elimination.AssignElimination'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.assign_elimination.AssignElimination'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,934 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.fake_const.FakeConstToConst'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.fake_const.FakeConstToConst'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.Unpack.Unpack'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.Unpack.Unpack'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.RetinaNetFilteredDetectionsReplacement.RetinaNetFilteredDetectionsReplacement'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.RetinaNetFilteredDetectionsReplacement.RetinaNetFilteredDetectionsReplacement'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ConvFlatten.ConvFlattenReplacement'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.ConvFlatten.ConvFlattenReplacement'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'> will be run before <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIMaskRCNNROIPoolingSecondReplacement'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'> will be run before <class 'extensions.front.tf.Unpack.Unpack'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'> will be run before <class 'extensions.front.sub.Sub'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'> will be run after <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIProposalReplacement'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'> will be run after <class 'extensions.front.tf.CropAndResizeReplacement.CropAndResizeReplacement'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPSROIPoolingReplacement'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPSROIPoolingReplacement'> will be run after <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIProposalReplacement'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPISSDPostprocessorReplacement'> will be run before <class 'extensions.front.div.Div'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPISSDPostprocessorReplacement'> will be run before <class 'extensions.front.standalone_const_eraser.StandaloneConstEraser'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPISSDPostprocessorReplacement'> will be run after <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPreprocessorReplacement'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIProposalReplacement'> will be run before <class 'extensions.front.sub.Sub'>
[ 2019-06-27 15:34:36,935 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIProposalReplacement'> will be run before <class 'extensions.front.tf.CropAndResizeReplacement.CropAndResizeReplacement'>
[ 2019-06-27 15:34:36,939 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIProposalReplacement'> will be run after <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPreprocessorReplacement'>
[ 2019-06-27 15:34:36,939 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.SSDToolboxDetectionOutput.SSDToolboxDetectionOutputReplacement'> will be run before <class 'extensions.front.standalone_const_eraser.StandaloneConstEraser'>
[ 2019-06-27 15:34:36,939 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.SSDToolboxDetectionOutput.SSDToolboxDetectionOutputReplacement'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,939 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIMaskRCNNROIPoolingSecondReplacement'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,939 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIMaskRCNNROIPoolingSecondReplacement'> will be run after <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIProposalReplacement'>
[ 2019-06-27 15:34:36,940 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPreprocessorReplacement'> will be run before <class 'extensions.front.Pack.Pack'>
[ 2019-06-27 15:34:36,940 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPreprocessorReplacement'> will be run before <class 'extensions.front.sub.Sub'>
[ 2019-06-27 15:34:36,940 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPreprocessorReplacement'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,940 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIMaskRCNNSigmoidReplacement'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,940 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIMaskRCNNSigmoidReplacement'> will be run after <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIMaskRCNNROIPoolingSecondReplacement'>
[ 2019-06-27 15:34:36,940 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIOutputReplacement'> will be run before <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPreprocessorReplacement'>
[ 2019-06-27 15:34:36,940 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIOutputReplacement'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,940 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIConstValueOverride'> will be run before <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPreprocessorReplacement'>
[ 2019-06-27 15:34:36,940 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIConstValueOverride'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,940 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.YOLO.YoloRegionAddon'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,940 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.YOLO.YoloRegionAddon'> will be run after <class 'extensions.front.no_op_eraser.NoOpEraser'>
[ 2019-06-27 15:34:36,940 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.YOLO.YoloRegionAddon'> will be run after <class 'extensions.front.standalone_const_eraser.StandaloneConstEraser'>
[ 2019-06-27 15:34:36,940 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.front.tf.YOLO.YoloV3RegionAddon'> will be run before <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:36,940 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.front.tf.YOLO.YoloV3RegionAddon'> will be run after <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:36,941 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.user_data_repack.UserDataRepack'>
[ 2019-06-27 15:34:36,946 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.output_cut.OutputCut'>
[ 2019-06-27 15:34:36,949 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_18/sink_port_0 for node AssignVariableOp_18
[ 2019-06-27 15:34:36,949 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2d8a60>, 'op': 'OpOutput', 'name': 'AssignVariableOp_18/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85bbf42048>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,949 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_18 to AssignVariableOp_18/sink_port_0
[ 2019-06-27 15:34:36,950 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_20/sink_port_0 for node AssignVariableOp_20
[ 2019-06-27 15:34:36,950 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2d68c8>, 'op': 'OpOutput', 'name': 'AssignVariableOp_20/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2dd6a8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,950 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_20 to AssignVariableOp_20/sink_port_0
[ 2019-06-27 15:34:36,950 ] [ DEBUG ] [ graph:763 ]  Sink: dense_2/ActivityRegularizer/truediv/sink_port_0 for node dense_2/ActivityRegularizer/truediv
[ 2019-06-27 15:34:36,950 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2d6ea0>, 'op': 'OpOutput', 'name': 'dense_2/ActivityRegularizer/truediv/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2ddd08>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,950 ] [ DEBUG ] [ graph:765 ]  Add edge from dense_2/ActivityRegularizer/truediv to dense_2/ActivityRegularizer/truediv/sink_port_0
[ 2019-06-27 15:34:36,951 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_10/sink_port_0 for node AssignVariableOp_10
[ 2019-06-27 15:34:36,951 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2dd598>, 'op': 'OpOutput', 'name': 'AssignVariableOp_10/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2d66a8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,951 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_10 to AssignVariableOp_10/sink_port_0
[ 2019-06-27 15:34:36,951 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_7/sink_port_0 for node AssignVariableOp_7
[ 2019-06-27 15:34:36,951 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2d6bf8>, 'op': 'OpOutput', 'name': 'AssignVariableOp_7/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85bbf42c80>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,952 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_7 to AssignVariableOp_7/sink_port_0
[ 2019-06-27 15:34:36,952 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_3/sink_port_0 for node AssignVariableOp_3
[ 2019-06-27 15:34:36,952 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2d6598>, 'op': 'OpOutput', 'name': 'AssignVariableOp_3/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85bbf42158>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,952 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_3 to AssignVariableOp_3/sink_port_0
[ 2019-06-27 15:34:36,952 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_2/sink_port_0 for node AssignVariableOp_2
[ 2019-06-27 15:34:36,952 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2d8c80>, 'op': 'OpOutput', 'name': 'AssignVariableOp_2/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85d80d0a60>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,953 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_2 to AssignVariableOp_2/sink_port_0
[ 2019-06-27 15:34:36,953 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_21/sink_port_0 for node AssignVariableOp_21
[ 2019-06-27 15:34:36,953 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2d8598>, 'op': 'OpOutput', 'name': 'AssignVariableOp_21/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2d4730>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,953 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_21 to AssignVariableOp_21/sink_port_0
[ 2019-06-27 15:34:36,953 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_8/sink_port_0 for node AssignVariableOp_8
[ 2019-06-27 15:34:36,953 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85d80d0950>, 'op': 'OpOutput', 'name': 'AssignVariableOp_8/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2d4bf8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,953 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_8 to AssignVariableOp_8/sink_port_0
[ 2019-06-27 15:34:36,954 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_11/sink_port_0 for node AssignVariableOp_11
[ 2019-06-27 15:34:36,954 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2d41e0>, 'op': 'OpOutput', 'name': 'AssignVariableOp_11/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2c2378>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,954 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_11 to AssignVariableOp_11/sink_port_0
[ 2019-06-27 15:34:36,955 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_14/sink_port_0 for node AssignVariableOp_14
[ 2019-06-27 15:34:36,955 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2d40d0>, 'op': 'OpOutput', 'name': 'AssignVariableOp_14/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2c2598>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,955 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_14 to AssignVariableOp_14/sink_port_0
[ 2019-06-27 15:34:36,956 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_1/sink_port_0 for node AssignVariableOp_1
[ 2019-06-27 15:34:36,956 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2d4ae8>, 'op': 'OpOutput', 'name': 'AssignVariableOp_1/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2c2048>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,956 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_1 to AssignVariableOp_1/sink_port_0
[ 2019-06-27 15:34:36,956 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_5/sink_port_0 for node AssignVariableOp_5
[ 2019-06-27 15:34:36,957 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2d4158>, 'op': 'OpOutput', 'name': 'AssignVariableOp_5/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2c2bf8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,957 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_5 to AssignVariableOp_5/sink_port_0
[ 2019-06-27 15:34:36,957 ] [ DEBUG ] [ graph:763 ]  Sink: dense/ActivityRegularizer/truediv/sink_port_0 for node dense/ActivityRegularizer/truediv
[ 2019-06-27 15:34:36,957 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85dc755b70>, 'op': 'OpOutput', 'name': 'dense/ActivityRegularizer/truediv/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2d88c8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,957 ] [ DEBUG ] [ graph:765 ]  Add edge from dense/ActivityRegularizer/truediv to dense/ActivityRegularizer/truediv/sink_port_0
[ 2019-06-27 15:34:36,957 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_19/sink_port_0 for node AssignVariableOp_19
[ 2019-06-27 15:34:36,958 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85bbf421e0>, 'op': 'OpOutput', 'name': 'AssignVariableOp_19/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2d6b70>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,958 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_19 to AssignVariableOp_19/sink_port_0
[ 2019-06-27 15:34:36,958 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_9/sink_port_0 for node AssignVariableOp_9
[ 2019-06-27 15:34:36,959 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2c97b8>, 'op': 'OpOutput', 'name': 'AssignVariableOp_9/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2c0598>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,959 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_9 to AssignVariableOp_9/sink_port_0
[ 2019-06-27 15:34:36,959 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_12/sink_port_0 for node AssignVariableOp_12
[ 2019-06-27 15:34:36,959 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2c0378>, 'op': 'OpOutput', 'name': 'AssignVariableOp_12/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2c9ae8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,959 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_12 to AssignVariableOp_12/sink_port_0
[ 2019-06-27 15:34:36,959 ] [ DEBUG ] [ graph:763 ]  Sink: dense_1/ActivityRegularizer/truediv/sink_port_0 for node dense_1/ActivityRegularizer/truediv
[ 2019-06-27 15:34:36,960 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2c9048>, 'op': 'OpOutput', 'name': 'dense_1/ActivityRegularizer/truediv/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85bbf42f28>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,960 ] [ DEBUG ] [ graph:765 ]  Add edge from dense_1/ActivityRegularizer/truediv to dense_1/ActivityRegularizer/truediv/sink_port_0
[ 2019-06-27 15:34:36,960 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_23/sink_port_0 for node AssignVariableOp_23
[ 2019-06-27 15:34:36,960 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2d6840>, 'op': 'OpOutput', 'name': 'AssignVariableOp_23/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85bbf429d8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,960 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_23 to AssignVariableOp_23/sink_port_0
[ 2019-06-27 15:34:36,960 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_24/sink_port_0 for node AssignVariableOp_24
[ 2019-06-27 15:34:36,961 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2d6048>, 'op': 'OpOutput', 'name': 'AssignVariableOp_24/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2c2e18>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,961 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_24 to AssignVariableOp_24/sink_port_0
[ 2019-06-27 15:34:36,961 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_13/sink_port_0 for node AssignVariableOp_13
[ 2019-06-27 15:34:36,961 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85bbf42730>, 'op': 'OpOutput', 'name': 'AssignVariableOp_13/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2c2f28>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,961 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_13 to AssignVariableOp_13/sink_port_0
[ 2019-06-27 15:34:36,961 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_6/sink_port_0 for node AssignVariableOp_6
[ 2019-06-27 15:34:36,961 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2c28c8>, 'op': 'OpOutput', 'name': 'AssignVariableOp_6/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2dd7b8>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,962 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_6 to AssignVariableOp_6/sink_port_0
[ 2019-06-27 15:34:36,962 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_17/sink_port_0 for node AssignVariableOp_17
[ 2019-06-27 15:34:36,962 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2c2620>, 'op': 'OpOutput', 'name': 'AssignVariableOp_17/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2dd048>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,962 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_17 to AssignVariableOp_17/sink_port_0
[ 2019-06-27 15:34:36,962 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_15/sink_port_0 for node AssignVariableOp_15
[ 2019-06-27 15:34:36,962 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2dd510>, 'op': 'OpOutput', 'name': 'AssignVariableOp_15/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2d4ea0>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,963 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_15 to AssignVariableOp_15/sink_port_0
[ 2019-06-27 15:34:36,963 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_16/sink_port_0 for node AssignVariableOp_16
[ 2019-06-27 15:34:36,963 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2d4048>, 'op': 'OpOutput', 'name': 'AssignVariableOp_16/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2d8840>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,963 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_16 to AssignVariableOp_16/sink_port_0
[ 2019-06-27 15:34:36,964 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_25/sink_port_0 for node AssignVariableOp_25
[ 2019-06-27 15:34:36,964 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85bbf42510>, 'op': 'OpOutput', 'name': 'AssignVariableOp_25/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2d6378>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,964 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_25 to AssignVariableOp_25/sink_port_0
[ 2019-06-27 15:34:36,964 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_22/sink_port_0 for node AssignVariableOp_22
[ 2019-06-27 15:34:36,964 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2c90d0>, 'op': 'OpOutput', 'name': 'AssignVariableOp_22/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2c9840>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,964 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_22 to AssignVariableOp_22/sink_port_0
[ 2019-06-27 15:34:36,965 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp_4/sink_port_0 for node AssignVariableOp_4
[ 2019-06-27 15:34:36,965 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2d6d08>, 'op': 'OpOutput', 'name': 'AssignVariableOp_4/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85bbf42ea0>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,965 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp_4 to AssignVariableOp_4/sink_port_0
[ 2019-06-27 15:34:36,966 ] [ DEBUG ] [ graph:763 ]  Sink: AssignVariableOp/sink_port_0 for node AssignVariableOp
[ 2019-06-27 15:34:36,966 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2c2730>, 'op': 'OpOutput', 'name': 'AssignVariableOp/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2dd400>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,966 ] [ DEBUG ] [ graph:765 ]  Add edge from AssignVariableOp to AssignVariableOp/sink_port_0
[ 2019-06-27 15:34:36,966 ] [ DEBUG ] [ graph:763 ]  Sink: conv1d_4/BiasAdd/sink_port_0 for node conv1d_4/BiasAdd
[ 2019-06-27 15:34:36,966 ] [ DEBUG ] [ graph:764 ]  {'kind': 'op', 'shape_attrs': ['window', 'output_shape', 'shape', 'stride', 'pad'], 'precision': 'FP32', '_in_ports': {0}, 'infer': <function Output.__init__.<locals>.<lambda> at 0x7f85da2ddf28>, 'op': 'OpOutput', 'name': 'conv1d_4/BiasAdd/sink_port_0', 'value': None, 'in_ports_count': 1, 'IE': [('layer', [('id', <function Op.substitute_ie_attrs.<locals>.<lambda> at 0x7f85da2d8488>), 'name', 'precision', 'type'], [('data', [], []), '@ports', '@consts'])], '_out_ports': set(), 'data_type': None, 'dim_attrs': ['spatial_dims', 'channel_dims', 'batch_dims', 'axis']}
[ 2019-06-27 15:34:36,966 ] [ DEBUG ] [ graph:765 ]  Add edge from conv1d_4/BiasAdd to conv1d_4/BiasAdd/sink_port_0
[ INFO ]  Possible outputs: 'batch_normalization_v1_1/moving_mean/IsInitialized/VarIsInitializedOp, conv1d_2/kernel/IsInitialized/VarIsInitializedOp, ReadVariableOp_11, save/AssignVariableOp_3, VarIsInitializedOp_7, VarIsInitializedOp_17, VarIsInitializedOp_25, save/AssignVariableOp_18, save/AssignVariableOp_16, batch_normalization_v1_1/beta/IsInitialized/VarIsInitializedOp, conv1d_3/bias/IsInitialized/VarIsInitializedOp, ReadVariableOp_19, batch_normalization_v1/moving_mean/IsInitialized/VarIsInitializedOp, save/AssignVariableOp_6, ReadVariableOp_14, ReadVariableOp_8, ReadVariableOp_16, VarIsInitializedOp_5, dense_2/kernel/IsInitialized/VarIsInitializedOp, conv1d_4/bias/IsInitialized/VarIsInitializedOp, VarIsInitializedOp_10, VarIsInitializedOp_11, save/AssignVariableOp_5, ReadVariableOp_9, VarIsInitializedOp_8, dense_2/bias/IsInitialized/VarIsInitializedOp, VarIsInitializedOp_14, batch_normalization_v1/gamma/IsInitialized/VarIsInitializedOp, batch_normalization_v1_1/moving_variance/IsInitialized/VarIsInitializedOp, VarIsInitializedOp_1, VarIsInitializedOp_20, VarIsInitializedOp_19, VarIsInitializedOp_3, save/AssignVariableOp_12, batch_normalization_v1/moving_variance/IsInitialized/VarIsInitializedOp, ReadVariableOp, ReadVariableOp_23, ReadVariableOp_20, VarIsInitializedOp_24, VarIsInitializedOp_21, conv1d_1/kernel/IsInitialized/VarIsInitializedOp, save/AssignVariableOp_22, save/control_dependency, VarIsInitializedOp_13, conv1d_1/bias/IsInitialized/VarIsInitializedOp, conv1d_2/bias/IsInitialized/VarIsInitializedOp, save/AssignVariableOp_20, batch_normalization_v1_1/gamma/IsInitialized/VarIsInitializedOp, save/AssignVariableOp_2, save/AssignVariableOp_15, ReadVariableOp_24, ReadVariableOp_3, save/AssignVariableOp_14, save/AssignVariableOp_9, conv1d_4/kernel/IsInitialized/VarIsInitializedOp, save/AssignVariableOp_11, conv1d_3/kernel/IsInitialized/VarIsInitializedOp, ReadVariableOp_25, ReadVariableOp_13, VarIsInitializedOp_23, save/AssignVariableOp_10, save/AssignVariableOp, ReadVariableOp_21, save/AssignVariableOp_25, save/AssignVariableOp_4, bottleneck/kernel/IsInitialized/VarIsInitializedOp, save/AssignVariableOp_1, bottleneck/bias/IsInitialized/VarIsInitializedOp, save/AssignVariableOp_24, save/AssignVariableOp_19, save/AssignVariableOp_7, ReadVariableOp_15, save/AssignVariableOp_13, VarIsInitializedOp_6, ReadVariableOp_12, VarIsInitializedOp_22, save/AssignVariableOp_21, ReadVariableOp_2, ReadVariableOp_4, VarIsInitializedOp_9, ReadVariableOp_1, dense_1/kernel/IsInitialized/VarIsInitializedOp, VarIsInitializedOp_2, ReadVariableOp_7, batch_normalization_v1/beta/IsInitialized/VarIsInitializedOp, VarIsInitializedOp_16, ReadVariableOp_17, ReadVariableOp_6, dense/bias/IsInitialized/VarIsInitializedOp, save/AssignVariableOp_23, VarIsInitializedOp, save/AssignVariableOp_8, dense/kernel/IsInitialized/VarIsInitializedOp, VarIsInitializedOp_12, ReadVariableOp_22, ReadVariableOp_10, ReadVariableOp_5, VarIsInitializedOp_4, dense_1/bias/IsInitialized/VarIsInitializedOp, conv1d/kernel/IsInitialized/VarIsInitializedOp, VarIsInitializedOp_15, save/AssignVariableOp_17, ReadVariableOp_18, VarIsInitializedOp_18, conv1d/bias/IsInitialized/VarIsInitializedOp' are not input reachable. True outputs are AssignVariableOp_18, AssignVariableOp_20, dense_2/ActivityRegularizer/truediv, AssignVariableOp_10, AssignVariableOp_7, AssignVariableOp_3, AssignVariableOp_2, AssignVariableOp_21, AssignVariableOp_8, AssignVariableOp_11, AssignVariableOp_14, AssignVariableOp_1, AssignVariableOp_5, dense/ActivityRegularizer/truediv, AssignVariableOp_19, AssignVariableOp_9, AssignVariableOp_12, dense_1/ActivityRegularizer/truediv, AssignVariableOp_23, AssignVariableOp_24, AssignVariableOp_13, AssignVariableOp_6, AssignVariableOp_17, AssignVariableOp_15, AssignVariableOp_16, AssignVariableOp_25, AssignVariableOp_22, AssignVariableOp_4, AssignVariableOp, conv1d_4/BiasAdd
[ 2019-06-27 15:34:36,979 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.input_cut.InputCut'>
[ 2019-06-27 15:34:36,988 ] [ DEBUG ] [ eliminate:67 ]  The following nodes are seeded as output reachable:
AssignVariableOp/sink_port_0
AssignVariableOp_1/sink_port_0
AssignVariableOp_10/sink_port_0
AssignVariableOp_11/sink_port_0
AssignVariableOp_12/sink_port_0
AssignVariableOp_13/sink_port_0
AssignVariableOp_14/sink_port_0
AssignVariableOp_15/sink_port_0
AssignVariableOp_16/sink_port_0
AssignVariableOp_17/sink_port_0
AssignVariableOp_18/sink_port_0
AssignVariableOp_19/sink_port_0
AssignVariableOp_2/sink_port_0
AssignVariableOp_20/sink_port_0
AssignVariableOp_21/sink_port_0
AssignVariableOp_22/sink_port_0
AssignVariableOp_23/sink_port_0
AssignVariableOp_24/sink_port_0
AssignVariableOp_25/sink_port_0
AssignVariableOp_3/sink_port_0
AssignVariableOp_4/sink_port_0
AssignVariableOp_5/sink_port_0
AssignVariableOp_6/sink_port_0
AssignVariableOp_7/sink_port_0
AssignVariableOp_8/sink_port_0
AssignVariableOp_9/sink_port_0
conv1d_4/BiasAdd/sink_port_0
dense/ActivityRegularizer/truediv/sink_port_0
dense_1/ActivityRegularizer/truediv/sink_port_0
dense_2/ActivityRegularizer/truediv/sink_port_0
[ 2019-06-27 15:34:37,016 ] [ DEBUG ] [ eliminate:134 ]  Removing the following dead nodes: ReadVariableOp
ReadVariableOp_1
ReadVariableOp_10
ReadVariableOp_11
ReadVariableOp_12
ReadVariableOp_13
ReadVariableOp_14
ReadVariableOp_15
ReadVariableOp_16
ReadVariableOp_17
ReadVariableOp_18
ReadVariableOp_19
ReadVariableOp_2
ReadVariableOp_20
ReadVariableOp_21
ReadVariableOp_22
ReadVariableOp_23
ReadVariableOp_24
ReadVariableOp_25
ReadVariableOp_3
ReadVariableOp_4
ReadVariableOp_5
ReadVariableOp_6
ReadVariableOp_7
ReadVariableOp_8
ReadVariableOp_9
VarIsInitializedOp
VarIsInitializedOp_1
VarIsInitializedOp_10
VarIsInitializedOp_11
VarIsInitializedOp_12
VarIsInitializedOp_13
VarIsInitializedOp_14
VarIsInitializedOp_15
VarIsInitializedOp_16
VarIsInitializedOp_17
VarIsInitializedOp_18
VarIsInitializedOp_19
VarIsInitializedOp_2
VarIsInitializedOp_20
VarIsInitializedOp_21
VarIsInitializedOp_22
VarIsInitializedOp_23
VarIsInitializedOp_24
VarIsInitializedOp_25
VarIsInitializedOp_3
VarIsInitializedOp_4
VarIsInitializedOp_5
VarIsInitializedOp_6
VarIsInitializedOp_7
VarIsInitializedOp_8
VarIsInitializedOp_9
batch_normalization_v1/beta/IsInitialized/VarIsInitializedOp
batch_normalization_v1/beta/Read/ReadVariableOp
batch_normalization_v1/gamma/IsInitialized/VarIsInitializedOp
batch_normalization_v1/gamma/Read/ReadVariableOp
batch_normalization_v1/moving_mean/IsInitialized/VarIsInitializedOp
batch_normalization_v1/moving_mean/Read/ReadVariableOp
batch_normalization_v1/moving_variance/IsInitialized/VarIsInitializedOp
batch_normalization_v1/moving_variance/Read/ReadVariableOp
batch_normalization_v1_1/beta/IsInitialized/VarIsInitializedOp
batch_normalization_v1_1/beta/Read/ReadVariableOp
batch_normalization_v1_1/gamma/IsInitialized/VarIsInitializedOp
batch_normalization_v1_1/gamma/Read/ReadVariableOp
batch_normalization_v1_1/moving_mean/IsInitialized/VarIsInitializedOp
batch_normalization_v1_1/moving_mean/Read/ReadVariableOp
batch_normalization_v1_1/moving_variance/IsInitialized/VarIsInitializedOp
batch_normalization_v1_1/moving_variance/Read/ReadVariableOp
bottleneck/bias/IsInitialized/VarIsInitializedOp
bottleneck/bias/Read/ReadVariableOp
bottleneck/kernel/IsInitialized/VarIsInitializedOp
bottleneck/kernel/Read/ReadVariableOp
conv1d/bias/IsInitialized/VarIsInitializedOp
conv1d/bias/Read/ReadVariableOp
conv1d/kernel/IsInitialized/VarIsInitializedOp
conv1d/kernel/Read/ReadVariableOp
conv1d_1/bias/IsInitialized/VarIsInitializedOp
conv1d_1/bias/Read/ReadVariableOp
conv1d_1/kernel/IsInitialized/VarIsInitializedOp
conv1d_1/kernel/Read/ReadVariableOp
conv1d_2/bias/IsInitialized/VarIsInitializedOp
conv1d_2/bias/Read/ReadVariableOp
conv1d_2/kernel/IsInitialized/VarIsInitializedOp
conv1d_2/kernel/Read/ReadVariableOp
conv1d_3/bias/IsInitialized/VarIsInitializedOp
conv1d_3/bias/Read/ReadVariableOp
conv1d_3/kernel/IsInitialized/VarIsInitializedOp
conv1d_3/kernel/Read/ReadVariableOp
conv1d_4/bias/IsInitialized/VarIsInitializedOp
conv1d_4/bias/Read/ReadVariableOp
conv1d_4/kernel/IsInitialized/VarIsInitializedOp
conv1d_4/kernel/Read/ReadVariableOp
dense/bias/IsInitialized/VarIsInitializedOp
dense/bias/Read/ReadVariableOp
dense/kernel/IsInitialized/VarIsInitializedOp
dense/kernel/Read/ReadVariableOp
dense_1/bias/IsInitialized/VarIsInitializedOp
dense_1/bias/Read/ReadVariableOp
dense_1/kernel/IsInitialized/VarIsInitializedOp
dense_1/kernel/Read/ReadVariableOp
dense_2/bias/IsInitialized/VarIsInitializedOp
dense_2/bias/Read/ReadVariableOp
dense_2/kernel/IsInitialized/VarIsInitializedOp
dense_2/kernel/Read/ReadVariableOp
save/AssignVariableOp
save/AssignVariableOp_1
save/AssignVariableOp_10
save/AssignVariableOp_11
save/AssignVariableOp_12
save/AssignVariableOp_13
save/AssignVariableOp_14
save/AssignVariableOp_15
save/AssignVariableOp_16
save/AssignVariableOp_17
save/AssignVariableOp_18
save/AssignVariableOp_19
save/AssignVariableOp_2
save/AssignVariableOp_20
save/AssignVariableOp_21
save/AssignVariableOp_22
save/AssignVariableOp_23
save/AssignVariableOp_24
save/AssignVariableOp_25
save/AssignVariableOp_3
save/AssignVariableOp_4
save/AssignVariableOp_5
save/AssignVariableOp_6
save/AssignVariableOp_7
save/AssignVariableOp_8
save/AssignVariableOp_9
save/Const
save/Identity
save/Identity_1
save/Identity_10
save/Identity_11
save/Identity_12
save/Identity_13
save/Identity_14
save/Identity_15
save/Identity_16
save/Identity_17
save/Identity_18
save/Identity_19
save/Identity_2
save/Identity_20
save/Identity_21
save/Identity_22
save/Identity_23
save/Identity_24
save/Identity_25
save/Identity_3
save/Identity_4
save/Identity_5
save/Identity_6
save/Identity_7
save/Identity_8
save/Identity_9
save/RestoreV2
save/RestoreV2/shape_and_slices
save/RestoreV2/tensor_names
save/SaveV2
save/SaveV2/shape_and_slices
save/SaveV2/tensor_names
save/control_dependency
save/filename
save/filename/input
[ 2019-06-27 15:34:37,029 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.restore_ports.RestorePorts'>
[ INFO ]  Skip replacer <class 'extensions.front.tf.variables_values_freezing.VariablesToConstants'> (graph_condition not satisfied)
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[ 2019-06-27 15:34:37,042 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.pass_separator.FrontStart'>
[ 2019-06-27 15:34:37,045 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.prelu.PReLU'>
[ 2019-06-27 15:34:37,055 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.mvn.MVN'>
[ 2019-06-27 15:34:37,056 ] [ DEBUG ] [ mvn:35 ]  Enabled MVN replacement
[ 2019-06-27 15:34:37,064 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.assign_elimination.AssignAddElimination'>
[ 2019-06-27 15:34:37,072 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.ArgMaxReshape.ArgMaxReshape'>
[ 2019-06-27 15:34:37,089 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.image_scaler.ImageScaler'>
[ 2019-06-27 15:34:37,098 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIConstValueOverride'>
[ WARNING ]  Configuration file for custom replacement with id 'ObjectDetectionAPIConstValueOverride' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'ObjectDetectionAPIConstValueOverride'
[ 2019-06-27 15:34:37,100 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.YOLO.YoloV3RegionAddon'>
[ WARNING ]  Configuration file for custom replacement with id 'TFYOLOV3' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'TFYOLOV3'
[ 2019-06-27 15:34:37,102 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.CTCGreedyDecoder.CTCGreedyDecoderReplacement'>
[ 2019-06-27 15:34:37,110 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.mvn_unrolled.MVNUnrolled'>
[ 2019-06-27 15:34:37,110 ] [ DEBUG ] [ mvn_unrolled:34 ]  Enabled MVN replacement
[ 2019-06-27 15:34:37,129 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.squared_difference.SquaredDifference'>
[ 2019-06-27 15:34:37,140 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.assign_elimination.AssertElimination'>
[ 2019-06-27 15:34:37,149 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.fifo_replacer.QueueDequeueManyV2'>
[ 2019-06-27 15:34:37,158 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.fake_const.FakeConstToConst'>
[ 2019-06-27 15:34:37,177 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.SSDToolboxDetectionOutput.SSDToolboxDetectionOutputReplacement'>
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[ 2019-06-27 15:34:37,180 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.assign_elimination.AssignElimination'>
[ 2019-06-27 15:34:37,189 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.reciprocal.ReciprocalReplacer'>
[ 2019-06-27 15:34:37,198 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.BlockLSTM.BlockLSTM'>
[ 2019-06-27 15:34:37,206 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.fifo_replacer.FIFOQueue'>
[ 2019-06-27 15:34:37,225 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.override_batch.OverrideBatch'>
[ 2019-06-27 15:34:37,228 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.eltwise_n.EltwiseNReplacement'>
[ 2019-06-27 15:34:37,237 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.LRNReplacer.LRNReplacer'>
[ 2019-06-27 15:34:37,245 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.no_op_eraser.NoOpEraser'>
[ 2019-06-27 15:34:37,254 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.assign_elimination.AssignSubElimination'>
[ 2019-06-27 15:34:37,272 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.nearest_neighbor_upsampling.NearestNeighborUpsampling'>
[ 2019-06-27 15:34:37,282 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.FlattenToReshape.FlattenToReshapeableReshape'>
[ 2019-06-27 15:34:37,294 ] [ DEBUG ] [ FlattenToReshape:74 ]  The pattern does not correspond to flatten. The second reshape dimension is not -1. It is 375
[ 2019-06-27 15:34:37,295 ] [ DEBUG ] [ FlattenToReshape:91 ]  The node "flatten/Reshape" is actually a Flatten node
[ 2019-06-27 15:34:37,297 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIOutputReplacement'>
[ WARNING ]  Configuration file for custom replacement with id 'ObjectDetectionAPIOutputReplacement' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'ObjectDetectionAPIOutputReplacement'
[ 2019-06-27 15:34:37,300 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPreprocessorReplacement'>
[ WARNING ]  Configuration file for custom replacement with id 'ObjectDetectionAPIPreprocessorReplacement' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'ObjectDetectionAPIPreprocessorReplacement'
[ 2019-06-27 15:34:37,302 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIProposalReplacement'>
[ WARNING ]  Configuration file for custom replacement with id 'ObjectDetectionAPIProposalReplacement' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'ObjectDetectionAPIProposalReplacement'
[ 2019-06-27 15:34:37,311 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.CropAndResizeReplacement.CropAndResizeReplacement'>
[ 2019-06-27 15:34:37,325 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIDetectionOutputReplacement'>
[ WARNING ]  Configuration file for custom replacement with id 'ObjectDetectionAPIDetectionOutputReplacement' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'ObjectDetectionAPIDetectionOutputReplacement'
[ 2019-06-27 15:34:37,328 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.Unpack.Unpack'>
[ 2019-06-27 15:34:37,337 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIMaskRCNNROIPoolingSecondReplacement'>
[ WARNING ]  Configuration file for custom replacement with id 'ObjectDetectionAPIMaskRCNNROIPoolingSecondReplacement' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'ObjectDetectionAPIMaskRCNNROIPoolingSecondReplacement'
[ 2019-06-27 15:34:37,339 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIMaskRCNNSigmoidReplacement'>
[ WARNING ]  Configuration file for custom replacement with id 'ObjectDetectionAPIMaskRCNNSigmoidReplacement' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'ObjectDetectionAPIMaskRCNNSigmoidReplacement'
[ 2019-06-27 15:34:37,342 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPIPSROIPoolingReplacement'>
[ WARNING ]  Configuration file for custom replacement with id 'ObjectDetectionAPIPSROIPoolingReplacement' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'ObjectDetectionAPIPSROIPoolingReplacement'
[ 2019-06-27 15:34:37,344 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.ObjectDetectionAPI.ObjectDetectionAPISSDPostprocessorReplacement'>
[ WARNING ]  Configuration file for custom replacement with id 'ObjectDetectionAPISSDPostprocessorReplacement' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'ObjectDetectionAPISSDPostprocessorReplacement'
[ 2019-06-27 15:34:37,346 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.standalone_const_eraser.StandaloneConstEraser'>
[ 2019-06-27 15:34:37,372 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.YOLO.YoloRegionAddon'>
[ WARNING ]  Configuration file for custom replacement with id 'TFYOLO' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'TFYOLO'
[ 2019-06-27 15:34:37,374 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.div.Div'>
[ 2019-06-27 15:34:37,388 ] [ DEBUG ] [ replacement:105 ]  Created edge from dense_1/ActivityRegularizer/truediv/mul_ to dense_1/ActivityRegularizer/truediv/sink_port_0 with attrs: {'fw_tensor_debug_info': [('dense_1/ActivityRegularizer/truediv', 0)], 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'permutation'], 'in': 0, 'data_attrs': ['fw_tensor_debug_info'], 'out': 0}
[ 2019-06-27 15:34:37,388 ] [ DEBUG ] [ replacement:221 ]  Removing nodes: ['dense_1/ActivityRegularizer/truediv']
[ 2019-06-27 15:34:37,394 ] [ DEBUG ] [ replacement:105 ]  Created edge from dense_2/ActivityRegularizer/truediv/mul_ to dense_2/ActivityRegularizer/truediv/sink_port_0 with attrs: {'fw_tensor_debug_info': [('dense_2/ActivityRegularizer/truediv', 0)], 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'permutation'], 'in': 0, 'data_attrs': ['fw_tensor_debug_info'], 'out': 0}
[ 2019-06-27 15:34:37,394 ] [ DEBUG ] [ replacement:221 ]  Removing nodes: ['dense_2/ActivityRegularizer/truediv']
[ 2019-06-27 15:34:37,399 ] [ DEBUG ] [ replacement:105 ]  Created edge from dense/ActivityRegularizer/truediv/mul_ to dense/ActivityRegularizer/truediv/sink_port_0 with attrs: {'fw_tensor_debug_info': [('dense/ActivityRegularizer/truediv', 0)], 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'permutation'], 'in': 0, 'data_attrs': ['fw_tensor_debug_info'], 'out': 0}
[ 2019-06-27 15:34:37,399 ] [ DEBUG ] [ replacement:221 ]  Removing nodes: ['dense/ActivityRegularizer/truediv']
[ 2019-06-27 15:34:37,402 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.Pack.Pack'>
[ 2019-06-27 15:34:37,419 ] [ DEBUG ] [ replacement:105 ]  Created edge from reshape/Reshape/shape/Concat_ to reshape/Reshape with attrs: {'fw_tensor_debug_info': [('reshape/Reshape/shape', 0)], 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 1, 'data_attrs': ['fw_tensor_debug_info'], 'control_flow_edge': False, 'out': 0}
[ 2019-06-27 15:34:37,419 ] [ DEBUG ] [ replacement:221 ]  Removing nodes: ['reshape/Reshape/shape']
[ 2019-06-27 15:34:37,421 ] [ DEBUG ] [ replacement:221 ]  Removing nodes: ['flatten/Reshape/shape']
[ 2019-06-27 15:34:37,424 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.ConvFlatten.ConvFlattenReplacement'>
[ WARNING ]  Configuration file for custom replacement with id 'ConvFlatten' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'ConvFlatten'
[ 2019-06-27 15:34:37,432 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.concat.Concat'>
[ 2019-06-27 15:34:37,442 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.prelu.PReLUWithAbs'>
[ 2019-06-27 15:34:37,451 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.sub.Sub'>
[ 2019-06-27 15:34:37,458 ] [ DEBUG ] [ replacement:105 ]  Created edge from batch_normalization_v1/batchnorm/sub/add_ to batch_normalization_v1/batchnorm/add_1 with attrs: {'fw_tensor_debug_info': [('batch_normalization_v1/batchnorm/sub', 0)], 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 1, 'data_attrs': ['fw_tensor_debug_info'], 'control_flow_edge': False, 'out': 0}
[ 2019-06-27 15:34:37,458 ] [ DEBUG ] [ replacement:221 ]  Removing nodes: ['batch_normalization_v1/batchnorm/sub']
[ 2019-06-27 15:34:37,459 ] [ DEBUG ] [ replacement:105 ]  Created edge from batch_normalization_v1_1/batchnorm/sub/add_ to batch_normalization_v1_1/batchnorm/add_1 with attrs: {'fw_tensor_debug_info': [('batch_normalization_v1_1/batchnorm/sub', 0)], 'out_attrs': ['out', 'permutation'], 'in_attrs': ['in', 'control_flow_edge', 'permutation'], 'in': 1, 'data_attrs': ['fw_tensor_debug_info'], 'control_flow_edge': False, 'out': 0}
[ 2019-06-27 15:34:37,459 ] [ DEBUG ] [ replacement:221 ]  Removing nodes: ['batch_normalization_v1_1/batchnorm/sub']
[ 2019-06-27 15:34:37,462 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.instance_normalization.InstanceNormalization'>
[ 2019-06-27 15:34:37,480 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.ZerosLike.ZerosLikeReplacer'>
[ 2019-06-27 15:34:37,495 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.RetinaNetFilteredDetectionsReplacement.RetinaNetFilteredDetectionsReplacement'>
[ WARNING ]  Configuration file for custom replacement with id 'RetinaNetFilteredDetectionsReplacement' doesn't exist
[ INFO ]  Failed to find custom replacement description with id 'RetinaNetFilteredDetectionsReplacement'
[ 2019-06-27 15:34:37,497 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.tf.basic_lstm_cell.BasicLSTMCell'>
[ 2019-06-27 15:34:37,507 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.pass_separator.FrontFinish'>
[ 2019-06-27 15:34:37,509 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.front.create_tensor_nodes.CreateTensorNodes'>
[ 2019-06-27 15:34:37,570 ] [ DEBUG ] [ eliminate:67 ]  The following nodes are seeded as output reachable:
AssignVariableOp/sink_port_0
AssignVariableOp_1/sink_port_0
AssignVariableOp_10/sink_port_0
AssignVariableOp_11/sink_port_0
AssignVariableOp_12/sink_port_0
AssignVariableOp_13/sink_port_0
AssignVariableOp_14/sink_port_0
AssignVariableOp_15/sink_port_0
AssignVariableOp_16/sink_port_0
AssignVariableOp_17/sink_port_0
AssignVariableOp_18/sink_port_0
AssignVariableOp_19/sink_port_0
AssignVariableOp_2/sink_port_0
AssignVariableOp_20/sink_port_0
AssignVariableOp_21/sink_port_0
AssignVariableOp_22/sink_port_0
AssignVariableOp_23/sink_port_0
AssignVariableOp_24/sink_port_0
AssignVariableOp_25/sink_port_0
AssignVariableOp_3/sink_port_0
AssignVariableOp_4/sink_port_0
AssignVariableOp_5/sink_port_0
AssignVariableOp_6/sink_port_0
AssignVariableOp_7/sink_port_0
AssignVariableOp_8/sink_port_0
AssignVariableOp_9/sink_port_0
conv1d_4/BiasAdd/sink_port_0
dense/ActivityRegularizer/truediv/sink_port_0
dense_1/ActivityRegularizer/truediv/sink_port_0
dense_2/ActivityRegularizer/truediv/sink_port_0
[ 2019-06-27 15:34:37,774 ] [ DEBUG ] [ eliminate:134 ]  Removing the following dead nodes: 457
457/Output_0/Data_
flatten/Reshape/shape/1
flatten/Reshape/shape/1/Output_0/Data_
flatten/Reshape/shape/Concat_
flatten/Reshape/shape/ExpandDims_
flatten/Reshape/shape/ExpandDims_/Output_0/Data_
flatten/Reshape/shape/ExpandDims_459
flatten/Reshape/shape/ExpandDims_459/Output_0/Data_
flatten/Shape
flatten/Shape/Output_0/Data_
flatten/strided_slice
flatten/strided_slice/Output_0/Data_
flatten/strided_slice/stack
flatten/strided_slice/stack/Output_0/Data_
flatten/strided_slice/stack_1
flatten/strided_slice/stack_1/Output_0/Data_
flatten/strided_slice/stack_2
flatten/strided_slice/stack_2/Output_0/Data_
[ 2019-06-27 15:34:37,954 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.EltwiseInputReshape.Eltwise1DInputReshape'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,954 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.EltwiseInputReshape.Eltwise1DInputReshape'> will be run after <class 'extensions.middle.EltwiseInputReshape.EltwiseInputReshape'>
[ 2019-06-27 15:34:37,955 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.EltwiseInputReshape.EltwiseInputReshape'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,955 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.EltwiseInputReshape.EltwiseInputReshape'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,955 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.RemoveIdentity.RemoveIdentity'> will be run before <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,955 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.RemoveIdentity.RemoveIdentity'> will be run after <class 'extensions.middle.InputCut.MiddleInputCut'>
[ 2019-06-27 15:34:37,955 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.TensorIteratorConditionChecker.ConditionChecks'> will be run before <class 'extensions.middle.TensorIteratorMerge.TensorIteratorMerge'>
[ 2019-06-27 15:34:37,955 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.TensorIteratorConditionChecker.ConditionChecks'> will be run after <class 'extensions.middle.TensorIteratorBackEdge.BackEdgesMatching'>
[ 2019-06-27 15:34:37,955 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.GatherNdNormalizer.GatherNdNormalize'> will be run before <class 'extensions.middle.BlockLSTMtoLSTMSequence.BlockLSTMtoLSTMSequence'>
[ 2019-06-27 15:34:37,955 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.GatherNdNormalizer.GatherNdNormalize'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,955 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.ShuffleChannel.ShuffleChannel'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,956 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.ShuffleChannel.ShuffleChannel'> will be run after <class 'extensions.middle.ShufflenetReshape.FeatureShuffleReshape'>
[ 2019-06-27 15:34:37,956 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.DeleteControlFlowEdges.DeleteControlFlowEdges'> will be run after <class 'extensions.middle.PartialInfer.PartialInfer'>
[ 2019-06-27 15:34:37,956 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.UselessStridedSlice.UselessStridedSliceEraser'> will be run before <class 'extensions.middle.ConvertGroupedStridedSlice.ConvertGroupedStridedSlice'>
[ 2019-06-27 15:34:37,956 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.UselessStridedSlice.UselessStridedSliceEraser'> will be run after <class 'extensions.middle.SliceConverter.ConvertSlice'>
[ 2019-06-27 15:34:37,956 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.MeanToAvgPool.MeanToAvgPool'> will be run after <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,956 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.ReluQuantizeFuse.ReluQuantizeFuse'> will be run before <class 'extensions.middle.SharedWeightsDuplication.SharedWeightsDuplication'>
[ 2019-06-27 15:34:37,956 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.ReluQuantizeFuse.ReluQuantizeFuse'> will be run after <class 'extensions.middle.BinarizeWeightsM1P1.BinarizeWeightsM1P1'>
[ 2019-06-27 15:34:37,956 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.ReverseV2ToReverseSequence.ReverseToReverseSequence'> will be run before <class 'extensions.middle.reverse_tensor_iterator.ReverseTensorIteratorLSTM'>
[ 2019-06-27 15:34:37,956 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.ReverseV2ToReverseSequence.ReverseToReverseSequence'> will be run after <class 'extensions.middle.PartialInfer.PartialInfer'>
[ 2019-06-27 15:34:37,957 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.ConvertLayoutDependentOperations.ConvertLayoutDependentOperations'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,957 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.ConvertLayoutDependentOperations.ConvertLayoutDependentOperations'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,957 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.ShufflenetReshape.ReshapeSoftmaxReshape'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,957 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.ShufflenetReshape.ReshapeSoftmaxReshape'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,957 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.TensorIteratorInput.SmartInputMatcher'> will be run before <class 'extensions.middle.TensorIteratorMerge.TensorIteratorMerge'>
[ 2019-06-27 15:34:37,957 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.TensorIteratorInput.SmartInputMatcher'> will be run after <class 'extensions.middle.TensorIterator_utils.DeleteSelect'>
[ 2019-06-27 15:34:37,957 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.DilatedConvolution.DilatedConvolutionConverter'> will be run before <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,957 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.DilatedConvolution.DilatedConvolutionConverter'> will be run after <class 'extensions.middle.pass_separator.PreMiddleStart'>
[ 2019-06-27 15:34:37,957 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.ConstSwitchResolver.ConstSwitchEraser'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,957 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.ConstSwitchResolver.ConstSwitchEraser'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,958 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.NormalizePad.NormalizePad'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,958 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.NormalizePad.NormalizePad'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,958 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.ShufflenetReshape.FeatureShuffleReshape'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,958 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.ShufflenetReshape.FeatureShuffleReshape'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,958 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.UselessMerge.UselessMergeEraser'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,958 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.UselessMerge.UselessMergeEraser'> will be run after <class 'extensions.middle.ConstSwitchResolver.ConstSwitchEraser'>
[ 2019-06-27 15:34:37,958 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.permute_tensor_iterator.PermuteTensorIteratorLSTM'> will be run after <class 'extensions.middle.TensorIteratorMerge.TensorIteratorMerge'>
[ 2019-06-27 15:34:37,958 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.permute_tensor_iterator.PermuteTensorIteratorLSTM'> will be run after <class 'extensions.middle.ONNXRNNSequenceNormalize.ONNXRNNSequenceNormalize'>
[ 2019-06-27 15:34:37,958 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.permute_tensor_iterator.PermuteTensorIteratorLSTM'> will be run after <class 'extensions.middle.LSTMRNNSequenceToTensorIterator.LSTMToTensorIterator'>
[ 2019-06-27 15:34:37,958 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.permute_tensor_iterator.PermuteTensorIteratorLSTM'> will be run after <class 'extensions.middle.FusePermutesSequence.FusePermutesSequence'>
[ 2019-06-27 15:34:37,959 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.TensorIterator_utils.DeleteSelect'> will be run after <class 'extensions.middle.AddIsCyclicAttribute.AddIsCyclicAttribute'>
[ 2019-06-27 15:34:37,959 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.PixelLinkReshape.PixelLinkReshape'> will be run before <class 'extensions.middle.FusePermutesSequence.FusePermutesSequence'>
[ 2019-06-27 15:34:37,959 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.PixelLinkReshape.PixelLinkReshape'> will be run before <class 'extensions.middle.ShufflenetReshape.ReshapeSoftmaxReshape'>
[ 2019-06-27 15:34:37,959 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.PixelLinkReshape.PixelLinkReshape'> will be run before <class 'extensions.middle.ConvertGroupedStridedSlice.ConvertGroupedStridedSlice'>
[ 2019-06-27 15:34:37,959 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.PixelLinkReshape.PixelLinkReshape'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,959 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.GRURNNSequenceToTensorIterator.GRUAndRNNToTensorIterator'> will be run before <class 'extensions.middle.FusePermutesSequence.FusePermutesSequence'>
[ 2019-06-27 15:34:37,959 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.GRURNNSequenceToTensorIterator.GRUAndRNNToTensorIterator'> will be run after <class 'extensions.middle.RNNSequenceNormalizeToIE.RNNSequenceNormalize'>
[ 2019-06-27 15:34:37,959 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.CheckForCycle.CheckForCycle'> will be run after <class 'extensions.middle.TensorIteratorMerge.TensorIteratorMerge'>
[ 2019-06-27 15:34:37,959 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.MXNetRNNSequenceNormalize.MXNetRNNSequenceNormalize'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,959 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.MXNetRNNSequenceNormalize.MXNetRNNSequenceNormalize'> will be run after <class 'extensions.middle.MXNetSplitMultiLayers.MXNetSplitLayersToRNNSequence'>
[ 2019-06-27 15:34:37,960 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.RemoveRedundantReshapeAfterCropAndResize.RemoveRedundantReshapeAfterCropAndResize'> will be run after <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,960 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.CustomSubgraphCall.CustomSubgraphCall'> will be run before <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,960 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.CustomSubgraphCall.CustomSubgraphCall'> will be run after <class 'extensions.middle.pass_separator.PreMiddleStart'>
[ 2019-06-27 15:34:37,960 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.RNNSequenceNormalizeToIE.RNNSequenceNormalize'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,960 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.RNNSequenceNormalizeToIE.RNNSequenceNormalize'> will be run after <class 'extensions.middle.DecomposeBidirectionalRNNSequence.DecomposeBidirectionalRNNSequence'>
[ 2019-06-27 15:34:37,960 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.ScaleInput.ScaleInput'> will be run before <class 'extensions.middle.AddMeanScaleValues.AddMeanScaleValues'>
[ 2019-06-27 15:34:37,960 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.ScaleInput.ScaleInput'> will be run after <class 'extensions.middle.pass_separator.PreMiddleStart'>
[ 2019-06-27 15:34:37,960 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.reverse_tensor_iterator.ReverseTensorIteratorLSTM'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,960 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.reverse_tensor_iterator.ReverseTensorIteratorLSTM'> will be run after <class 'extensions.middle.ONNXRNNSequenceNormalize.ONNXRNNSequenceNormalize'>
[ 2019-06-27 15:34:37,961 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.reverse_tensor_iterator.ReverseTensorIteratorLSTM'> will be run after <class 'extensions.middle.FusePermutesSequence.FusePermutesSequence'>
[ 2019-06-27 15:34:37,961 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.reverse_tensor_iterator.ReverseTensorIteratorLSTM'> will be run after <class 'extensions.middle.permute_tensor_iterator.PermuteTensorIteratorLSTM'>
[ 2019-06-27 15:34:37,961 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.TensorIteratorCondition.SimpleConditionMatcher'> will be run before <class 'extensions.middle.TensorIteratorMerge.TensorIteratorMerge'>
[ 2019-06-27 15:34:37,961 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.TensorIteratorCondition.SimpleConditionMatcher'> will be run after <class 'extensions.middle.TensorIteratorCondition.LoopConditionMatcher'>
[ 2019-06-27 15:34:37,961 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.GemmResolver.GemmResolver'> will be run before <class 'extensions.middle.NormalizeFullyConnected.NormalizeFullyConnected'>
[ 2019-06-27 15:34:37,961 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.GemmResolver.GemmResolver'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,961 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.DecomposeBidirectionalRNNSequence.DecomposeBidirectionalRNNSequence'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,961 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.DecomposeBidirectionalRNNSequence.DecomposeBidirectionalRNNSequence'> will be run after <class 'extensions.middle.ONNXRNNSequenceNormalize.ONNXRNNSequenceNormalize'>
[ 2019-06-27 15:34:37,961 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.DecomposeBidirectionalRNNSequence.DecomposeBidirectionalRNNSequence'> will be run after <class 'extensions.middle.MXNetRNNSequenceNormalize.MXNetRNNSequenceNormalize'>
[ 2019-06-27 15:34:37,961 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.AddIsCyclicAttribute.AddIsCyclicAttribute'> will be run after <class 'extensions.middle.DeleteControlFlowEdges.DeleteControlFlowEdges'>
[ 2019-06-27 15:34:37,962 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.FusedBatchNormNonConstant.FusedBatchNormNonConstant'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,962 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.FusedBatchNormNonConstant.FusedBatchNormNonConstant'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,962 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.ONNXRNNSequenceNormalize.ONNXRNNSequenceNormalize'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,962 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.ONNXRNNSequenceNormalize.ONNXRNNSequenceNormalize'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,962 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.UselessSplitEraser.UselessSplitEraser'> will be run before <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,962 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.UselessSplitEraser.UselessSplitEraser'> will be run after <class 'extensions.middle.pass_separator.PreMiddleStart'>
[ 2019-06-27 15:34:37,962 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.TF_lstm_cell_to_generic.TensorFlowLSTMtoGeneric'> will be run before <class 'extensions.middle.FusePermutesSequence.FusePermutesSequence'>
[ 2019-06-27 15:34:37,962 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.TF_lstm_cell_to_generic.TensorFlowLSTMtoGeneric'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,962 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.SharedWeightsDuplication.SharedWeightsDuplication'> will be run before <class 'extensions.middle.pass_separator.PreMiddleStart'>
[ 2019-06-27 15:34:37,962 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.SharedWeightsDuplication.SharedWeightsDuplication'> will be run after <class 'extensions.middle.CheckForCycle.CheckForCycle'>
[ 2019-06-27 15:34:37,963 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.GemmToFullyConnected.GemmToFullyConnected'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,963 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.GemmToFullyConnected.GemmToFullyConnected'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,963 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.NormalizeFullyConnected.NormalizeFullyConnected'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,963 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.NormalizeFullyConnected.NormalizeFullyConnected'> will be run after <class 'extensions.middle.GemmToFullyConnected.GemmToFullyConnected'>
[ 2019-06-27 15:34:37,963 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.ConvertGroupedStridedSlice.ConvertGroupedStridedSlice'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,963 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.ConvertGroupedStridedSlice.ConvertGroupedStridedSlice'> will be run after <class 'extensions.middle.SliceConverter.ConvertSlice'>
[ 2019-06-27 15:34:37,963 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.TensorIteratorOutput.SmartOutputMatcher'> will be run before <class 'extensions.middle.TensorIteratorMerge.TensorIteratorMerge'>
[ 2019-06-27 15:34:37,963 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.TensorIteratorOutput.SmartOutputMatcher'> will be run after <class 'extensions.middle.TensorIteratorInput.SmartInputMatcher'>
[ 2019-06-27 15:34:37,963 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.BinarizeWeightsM1P1.BinarizeWeightsM1P1'> will be run before <class 'extensions.middle.CheckForCycle.CheckForCycle'>
[ 2019-06-27 15:34:37,964 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.BinarizeWeightsM1P1.BinarizeWeightsM1P1'> will be run before <class 'extensions.middle.DeleteNotExecutable.DeleteNotExecutable'>
[ 2019-06-27 15:34:37,964 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.BinarizeWeightsM1P1.BinarizeWeightsM1P1'> will be run after <class 'extensions.middle.DeleteControlFlowEdges.DeleteControlFlowEdges'>
[ 2019-06-27 15:34:37,964 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.InputCut.MiddleInputCut'> will be run before <class 'extensions.middle.ChangePlaceholderTypes.ChangePlaceholderTypes'>
[ 2019-06-27 15:34:37,964 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.InputCut.MiddleInputCut'> will be run after <class 'extensions.middle.pass_separator.PreMiddleStart'>
[ 2019-06-27 15:34:37,964 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.LSTMRNNSequenceToTensorIterator.LSTMToTensorIterator'> will be run before <class 'extensions.middle.FusePermutesSequence.FusePermutesSequence'>
[ 2019-06-27 15:34:37,964 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.LSTMRNNSequenceToTensorIterator.LSTMToTensorIterator'> will be run after <class 'extensions.middle.RNNSequenceNormalizeToIE.RNNSequenceNormalize'>
[ 2019-06-27 15:34:37,964 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.DeleteNotExecutable.DeleteNotExecutable'> will be run after <class 'extensions.middle.TensorIteratorConditionChecker.ConditionChecks'>
[ 2019-06-27 15:34:37,964 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.ConvToBinaryConv.ConvToBinaryConv'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,967 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.ConvToBinaryConv.ConvToBinaryConv'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,967 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.TensorIteratorInput.SimpleInputMatcher'> will be run before <class 'extensions.middle.TensorIteratorMerge.TensorIteratorMerge'>
[ 2019-06-27 15:34:37,967 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.TensorIteratorInput.SimpleInputMatcher'> will be run after <class 'extensions.middle.DeleteNotExecutable.DeleteNotExecutable'>
[ 2019-06-27 15:34:37,967 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.FusedBatchNormTrainingCatch.FusedBatchNormTrainingCatch'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,967 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.FusedBatchNormTrainingCatch.FusedBatchNormTrainingCatch'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,968 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.TensorIteratorCondition.LoopConditionMatcher'> will be run before <class 'extensions.middle.TensorIteratorMerge.TensorIteratorMerge'>
[ 2019-06-27 15:34:37,968 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.Cast.CastToFloatMark'> will be run before <class 'extensions.middle.RemoveIdentity.RemoveIdentity'>
[ 2019-06-27 15:34:37,968 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.Cast.CastToFloatMark'> will be run after <class 'extensions.middle.pass_separator.PreMiddleStart'>
[ 2019-06-27 15:34:37,968 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.RemoveIdentity.RemoveNodesWithZeroPhase'> will be run before <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,968 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.RemoveIdentity.RemoveNodesWithZeroPhase'> will be run after <class 'extensions.middle.pass_separator.PreMiddleStart'>
[ 2019-06-27 15:34:37,968 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.FusePermutesSequence.FusePermutesSequence'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,968 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.FusePermutesSequence.FusePermutesSequence'> will be run after <class 'extensions.middle.ConvertLayoutDependentOperations.ConvertLayoutDependentOperations'>
[ 2019-06-27 15:34:37,969 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.BlockLSTMtoLSTMSequence.BlockLSTMtoLSTMSequence'> will be run before <class 'extensions.middle.FusePermutesSequence.FusePermutesSequence'>
[ 2019-06-27 15:34:37,970 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.BlockLSTMtoLSTMSequence.BlockLSTMtoLSTMSequence'> will be run before <class 'extensions.middle.LSTMRNNSequenceToTensorIterator.LSTMToTensorIterator'>
[ 2019-06-27 15:34:37,970 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.BlockLSTMtoLSTMSequence.BlockLSTMtoLSTMSequence'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,970 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.BlockLSTMtoLSTMSequence.BlockLSTMtoLSTMSequence'> will be run after <class 'extensions.middle.RNNSequenceNormalizeToIE.RNNSequenceNormalize'>
[ 2019-06-27 15:34:37,970 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.ChangePlaceholderTypes.ChangePlaceholderTypes'> will be run before <class 'extensions.middle.ScaleInput.ScaleInput'>
[ 2019-06-27 15:34:37,970 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.L2NormToNorm.L2NormToNorm'> will be run before <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,970 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.L2NormToNorm.L2NormToNorm'> will be run after <class 'extensions.middle.pass_separator.PreMiddleStart'>
[ 2019-06-27 15:34:37,970 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.MXNetSplitMultiLayers.MXNetSplitLayersToRNNSequence'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,971 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.MXNetSplitMultiLayers.MXNetSplitLayersToRNNSequence'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,971 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.RemoveIdentity.RemoveDropout'> will be run before <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,971 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.RemoveIdentity.RemoveDropout'> will be run after <class 'extensions.middle.pass_separator.PreMiddleStart'>
[ 2019-06-27 15:34:37,971 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.DepthToSpace.DepthToSpace'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,971 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.DepthToSpace.DepthToSpace'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,971 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.EltwiseChecker.EltwiseChecker'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,971 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.EltwiseChecker.EltwiseChecker'> will be run after <class 'extensions.middle.EltwiseInputReshape.Eltwise1DInputReshape'>
[ 2019-06-27 15:34:37,971 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.NasNet.NasNet'> will be run after <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,972 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.ConvertMultiInputConv.ConvertMultiInputConv'> will be run before <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,972 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.ConvertMultiInputConv.ConvertMultiInputConv'> will be run after <class 'extensions.middle.pass_separator.PreMiddleStart'>
[ 2019-06-27 15:34:37,972 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.TensorIteratorOutput.SimpleOutputMatcher'> will be run before <class 'extensions.middle.TensorIteratorMerge.TensorIteratorMerge'>
[ 2019-06-27 15:34:37,972 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.TensorIteratorOutput.SimpleOutputMatcher'> will be run before <class 'extensions.middle.TensorIteratorCondition.LoopConditionMatcher'>
[ 2019-06-27 15:34:37,972 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.TensorIteratorOutput.SimpleOutputMatcher'> will be run after <class 'extensions.middle.TensorIteratorOutput.SmartOutputMatcher'>
[ 2019-06-27 15:34:37,972 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.TensorIteratorInput.BackEdgeSimpleInputMatcher'> will be run before <class 'extensions.middle.TensorIteratorMerge.TensorIteratorMerge'>
[ 2019-06-27 15:34:37,972 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.TensorIteratorInput.BackEdgeSimpleInputMatcher'> will be run after <class 'extensions.middle.TensorIteratorInput.SimpleInputMatcher'>
[ 2019-06-27 15:34:37,972 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.AddMeanScaleValues.AddMeanScaleValues'> will be run before <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,973 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.TensorIteratorBackEdge.BackEdgesMatching'> will be run before <class 'extensions.middle.TensorIteratorMerge.TensorIteratorMerge'>
[ 2019-06-27 15:34:37,973 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.TensorIteratorBackEdge.BackEdgesMatching'> will be run after <class 'extensions.middle.TensorIteratorCondition.SimpleConditionMatcher'>
[ 2019-06-27 15:34:37,973 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.MinimumMiddleReplacer.MinimumMiddleReplacer'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,973 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.MinimumMiddleReplacer.MinimumMiddleReplacer'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,973 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.Reduce.ReduceReplacer'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,973 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.Reduce.ReduceReplacer'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,973 ] [ DEBUG ] [ class_registration:135 ]  Replacer <class 'extensions.middle.SliceConverter.ConvertSlice'> will be run before <class 'extensions.middle.pass_separator.MiddleFinish'>
[ 2019-06-27 15:34:37,974 ] [ DEBUG ] [ class_registration:138 ]  Replacer <class 'extensions.middle.SliceConverter.ConvertSlice'> will be run after <class 'extensions.middle.pass_separator.MiddleStart'>
[ 2019-06-27 15:34:37,974 ] [ DEBUG ] [ class_registration:164 ]  Run replacer <class 'extensions.middle.PartialInfer.PartialInfer'>
[ 2019-06-27 15:34:38,007 ] [ DEBUG ] [ infer:127 ]  --------------------
[ 2019-06-27 15:34:38,008 ] [ DEBUG ] [ infer:128 ]  Partial infer for batch_normalization_v1_1/batchnorm/add/y
[ 2019-06-27 15:34:38,009 ] [ DEBUG ] [ infer:129 ]  Op: Const
[ 2019-06-27 15:34:38,009 ] [ DEBUG ] [ infer:140 ]  Inputs:
[ 2019-06-27 15:34:38,009 ] [ DEBUG ] [ infer:142 ]  Outputs:
[ 2019-06-27 15:34:38,011 ] [ DEBUG ] [ infer:34 ]  output[0]: shape = [], value = 0.001
[ 2019-06-27 15:34:38,011 ] [ DEBUG ] [ infer:127 ]  --------------------
[ 2019-06-27 15:34:38,011 ] [ DEBUG ] [ infer:128 ]  Partial infer for batch_normalization_v1_1/gamma
[ 2019-06-27 15:34:38,011 ] [ DEBUG ] [ infer:129 ]  Op: Const
[ 2019-06-27 15:34:38,011 ] [ DEBUG ] [ infer:140 ]  Inputs:
[ 2019-06-27 15:34:38,012 ] [ DEBUG ] [ infer:142 ]  Outputs:
[ 2019-06-27 15:34:38,012 ] [ DEBUG ] [ infer:34 ]  output[0]: shape = [16], value = [0.96854895 0.96840775 0.9430631  0.9197995  0.96934396 0.96871054
 0.96560276 0.9557812  0.95336...
[ 2019-06-27 15:34:38,012 ] [ DEBUG ] [ infer:127 ]  --------------------
[ 2019-06-27 15:34:38,012 ] [ DEBUG ] [ infer:128 ]  Partial infer for batch_normalization_v1_1/batchnorm/mul/ReadVariableOp
[ 2019-06-27 15:34:38,012 ] [ DEBUG ] [ infer:129 ]  Op: Identity
[ 2019-06-27 15:34:38,013 ] [ DEBUG ] [ infer:140 ]  Inputs:
[ 2019-06-27 15:34:38,013 ] [ DEBUG ] [ infer:34 ]  input[0]: shape = [16], value = [0.96854895 0.96840775 0.9430631  0.9197995  0.96934396 0.96871054
 0.96560276 0.9557812  0.95336...
[ 2019-06-27 15:34:38,013 ] [ DEBUG ] [ infer:142 ]  Outputs:
[ 2019-06-27 15:34:38,013 ] [ DEBUG ] [ infer:34 ]  output[0]: shape = [16], value = [0.96854895 0.96840775 0.9430631  0.9197995  0.96934396 0.96871054
 0.96560276 0.9557812  0.95336...
[ 2019-06-27 15:34:38,014 ] [ DEBUG ] [ infer:127 ]  --------------------
[ 2019-06-27 15:34:38,014 ] [ DEBUG ] [ infer:128 ]  Partial infer for Placeholder_24
[ 2019-06-27 15:34:38,014 ] [ DEBUG ] [ infer:129 ]  Op: Placeholder
[ 2019-06-27 15:34:38,014 ] [ DEBUG ] [ infer:140 ]  Inputs:
[ 2019-06-27 15:34:38,014 ] [ DEBUG ] [ infer:142 ]  Outputs:
[ 2019-06-27 15:34:38,014 ] [ DEBUG ] [ infer:34 ]  output[0]: shape = [ 3 16  3], value = <UNKNOWN>
[ 2019-06-27 15:34:38,015 ] [ DEBUG ] [ infer:127 ]  --------------------
[ 2019-06-27 15:34:38,015 ] [ DEBUG ] [ infer:128 ]  Partial infer for dense_2/kernel
[ 2019-06-27 15:34:38,015 ] [ DEBUG ] [ infer:129 ]  Op: Const
[ 2019-06-27 15:34:38,015 ] [ DEBUG ] [ infer:140 ]  Inputs:
[ 2019-06-27 15:34:38,015 ] [ DEBUG ] [ infer:142 ]  Outputs:
[ 2019-06-27 15:34:38,016 ] [ DEBUG ] [ infer:34 ]  output[0]: shape = [ 128 6000], value = [[-0.00715217 -0.01841603  0.01451438 ... -0.02228373  0.00798431
   0.00096879]
 [-0.00136144 -0...
[ 2019-06-27 15:34:38,016 ] [ DEBUG ] [ infer:127 ]  --------------------
[ 2019-06-27 15:34:38,016 ] [ DEBUG ] [ infer:128 ]  Partial infer for dense_2/MatMul/ReadVariableOp
[ 2019-06-27 15:34:38,016 ] [ DEBUG ] [ infer:129 ]  Op: Identity
[ 2019-06-27 15:34:38,016 ] [ DEBUG ] [ infer:140 ]  Inputs:
[ 2019-06-27 15:34:38,017 ] [ DEBUG ] [ infer:34 ]  input[0]: shape = [ 128 6000], value = [[-0.00715217 -0.01841603  0.01451438 ... -0.02228373  0.00798431
   0.00096879]
 [-0.00136144 -0...
[ 2019-06-27 15:34:38,017 ] [ DEBUG ] [ infer:142 ]  Outputs:
[ 2019-06-27 15:34:38,017 ] [ DEBUG ] [ infer:34 ]  output[0]: shape = [ 128 6000], value = [[-0.00715217 -0.01841603  0.01451438 ... -0.02228373  0.00798431
   0.00096879]
 [-0.00136144 -0...
[ 2019-06-27 15:34:38,018 ] [ DEBUG ] [ infer:127 ]  --------------------
[ 2019-06-27 15:34:38,018 ] [ DEBUG ] [ infer:128 ]  Partial infer for up_sampling1d/concat/axis
[ 2019-06-27 15:34:38,018 ] [ DEBUG ] [ infer:129 ]  Op: Const
[ 2019-06-27 15:34:38,018 ] [ DEBUG ] [ infer:140 ]  Inputs:
[ 2019-06-27 15:34:38,018 ] [ DEBUG ] [ infer:142 ]  Outputs:
[ 2019-06-27 15:34:38,018 ] [ DEBUG ] [ infer:34 ]  output[0]: shape = [], value = 1
[ 2019-06-27 15:34:38,019 ] [ DEBUG ] [ infer:127 ]  --------------------
[ 2019-06-27 15:34:38,019 ] [ DEBUG ] [ infer:128 ]  Partial infer for Placeholder_8
[ 2019-06-27 15:34:38,019 ] [ DEBUG ] [ infer:129 ]  Op: Placeholder
[ 2019-06-27 15:34:38,019 ] [ DEBUG ] [ infer:140 ]  Inputs:
[ 2019-06-27 15:34:38,019 ] [ DEBUG ] [ infer:142 ]  Outputs:
[ 2019-06-27 15:34:38,019 ] [ DEBUG ] [ infer:34 ]  output[0]: shape = [16], value = <UNKNOWN>
[ 2019-06-27 15:34:38,019 ] [ DEBUG ] [ infer:127 ]  --------------------
[ 2019-06-27 15:34:38,019 ] [ DEBUG ] [ infer:128 ]  Partial infer for AssignVariableOp_8
[ 2019-06-27 15:34:38,020 ] [ DEBUG ] [ infer:129 ]  Op: AssignVariableOp
[ INFO ]  Called "tf_native_tf_node_infer" for node "AssignVariableOp_8"
[ 2019-06-27 15:34:38,021 ] [ DEBUG ] [ tf:222 ]  Added placeholder with name 'batch_normalization_v1_1/gamma_port_0_ie_placeholder'
[ 2019-06-27 15:34:38,021 ] [ DEBUG ] [ tf:222 ]  Added placeholder with name 'Placeholder_8_port_0_ie_placeholder'
[ 2019-06-27 15:34:38,022 ] [ DEBUG ] [ tf:235 ]  update_input_in_pbs: replace input 'batch_normalization_v1_1/gamma' with input 'batch_normalization_v1_1/gamma_port_0_ie_placeholder'
[ 2019-06-27 15:34:38,022 ] [ DEBUG ] [ tf:243 ]  Replacing input '0' of the node 'AssignVariableOp_8' with placeholder 'batch_normalization_v1_1/gamma_port_0_ie_placeholder'
[ 2019-06-27 15:34:38,022 ] [ DEBUG ] [ tf:235 ]  update_input_in_pbs: replace input 'Placeholder_8' with input 'Placeholder_8_port_0_ie_placeholder'
[ 2019-06-27 15:34:38,022 ] [ DEBUG ] [ tf:243 ]  Replacing input '1' of the node 'AssignVariableOp_8' with placeholder 'Placeholder_8_port_0_ie_placeholder'
[ ERROR ]  Cannot infer shapes or values for node "AssignVariableOp_8".
[ ERROR ]  Input 0 of node AssignVariableOp_8 was passed float from batch_normalization_v1_1/gamma_port_0_ie_placeholder:0 incompatible with expected resource.
[ ERROR ]  
[ ERROR ]  It can happen due to bug in custom shape infer function <function tf_native_tf_node_infer at 0x7f85dc740c80>.
[ ERROR ]  Or because the node inputs have incorrect values/shapes.
[ ERROR ]  Or because input shapes are incorrect (embedded to the model or passed via --input_shape).
[ 2019-06-27 15:34:38,025 ] [ DEBUG ] [ infer:194 ]  Node "AssignVariableOp_8" attributes: {'kind': 'op', 'precision': 'FP32', 'is_undead': False, '_in_ports': {0, 1}, 'infer': <function tf_native_tf_node_infer at 0x7f85dc740c80>, 'is_const_producer': False, 'op': 'AssignVariableOp', 'name': 'AssignVariableOp_8', 'pb': name: "AssignVariableOp_8"
op: "AssignVariableOp"
input: "batch_normalization_v1_1/gamma_port_0_ie_placeholder"
input: "Placeholder_8_port_0_ie_placeholder"
attr {
  key: "dtype"
  value {
    type: DT_FLOAT
  }
}
, '_out_ports': {0}, 'is_output_reachable': True, 'is_partial_inferred': False}
[ ERROR ]  Exception occurred during running replacer "REPLACEMENT_ID" (<class 'extensions.middle.PartialInfer.PartialInfer'>): Stopped shape/value propagation at "AssignVariableOp_8" node. 
 For more information please refer to Model Optimizer FAQ (<INSTALL_DIR>/deployment_tools/documentation/docs/MO_FAQ.html), question #38. 
[ 2019-06-27 15:34:38,026 ] [ DEBUG ] [ main:318 ]  Traceback (most recent call last):
  File "/usr/lib/python3.5/site-packages/tensorflow/python/framework/importer.py", line 418, in import_graph_def
    graph._c_graph, serialized, options)  # pylint: disable=protected-access
tensorflow.python.framework.errors_impl.InvalidArgumentError: Input 0 of node AssignVariableOp_8 was passed float from batch_normalization_v1_1/gamma_port_0_ie_placeholder:0 incompatible with expected resource.

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/opt/intel/openvino_2019.1.144/deployment_tools/model_optimizer/mo/middle/passes/infer.py", line 130, in partial_infer
    node.infer(node)
  File "/opt/intel/openvino_2019.1.144/deployment_tools/model_optimizer/mo/front/tf/partial_infer/tf.py", line 60, in tf_native_tf_node_infer
    tf_subgraph_infer(tmp_node)
  File "/opt/intel/openvino_2019.1.144/deployment_tools/model_optimizer/mo/front/tf/partial_infer/tf.py", line 135, in tf_subgraph_infer
    all_constants, output_tensors = get_subgraph_output_tensors(node)
  File "/opt/intel/openvino_2019.1.144/deployment_tools/model_optimizer/mo/front/tf/partial_infer/tf.py", line 115, in get_subgraph_output_tensors
    tf.import_graph_def(graph_def, name='')
  File "/usr/lib/python3.5/site-packages/tensorflow/python/util/deprecation.py", line 488, in new_func
    return func(*args, **kwargs)
  File "/usr/lib/python3.5/site-packages/tensorflow/python/framework/importer.py", line 422, in import_graph_def
    raise ValueError(str(e))
ValueError: Input 0 of node AssignVariableOp_8 was passed float from batch_normalization_v1_1/gamma_port_0_ie_placeholder:0 incompatible with expected resource.

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

Traceback (most recent call last):
  File "/opt/intel/openvino_2019.1.144/deployment_tools/model_optimizer/mo/utils/class_registration.py", line 167, in apply_replacements
    replacer.find_and_replace_pattern(graph)
  File "/opt/intel/openvino_2019.1.144/deployment_tools/model_optimizer/extensions/middle/PartialInfer.py", line 31, in find_and_replace_pattern
    partial_infer(graph)
  File "/opt/intel/openvino_2019.1.144/deployment_tools/model_optimizer/mo/middle/passes/infer.py", line 196, in partial_infer
    refer_to_faq_msg(38)) from err
mo.utils.error.Error: Stopped shape/value propagation at "AssignVariableOp_8" node. 
 For more information please refer to Model Optimizer FAQ (<INSTALL_DIR>/deployment_tools/documentation/docs/MO_FAQ.html), question #38. 

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

Traceback (most recent call last):
  File "/opt/intel/openvino_2019.1.144/deployment_tools/model_optimizer/mo/main.py", line 312, in main
    return driver(argv)
  File "/opt/intel/openvino_2019.1.144/deployment_tools/model_optimizer/mo/main.py", line 263, in driver
    is_binary=not argv.input_model_is_text)
  File "/opt/intel/openvino_2019.1.144/deployment_tools/model_optimizer/mo/pipeline/tf.py", line 128, in tf2nx
    class_registration.apply_replacements(graph, class_registration.ClassType.MIDDLE_REPLACER)
  File "/opt/intel/openvino_2019.1.144/deployment_tools/model_optimizer/mo/utils/class_registration.py", line 184, in apply_replacements
    )) from err
mo.utils.error.Error: Exception occurred during running replacer "REPLACEMENT_ID" (<class 'extensions.middle.PartialInfer.PartialInfer'>): Stopped shape/value propagation at "AssignVariableOp_8" node. 
 For more information please refer to Model Optimizer FAQ (<INSTALL_DIR>/deployment_tools/documentation/docs/MO_FAQ.html), question #38.