2019-10-16 11:16:22.346: INFO    @api         : Creating dataset
2019-10-16 11:16:23.624: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/utils/profiler.py:12: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead.

2019-10-16 11:16:24.859: INFO    @api         : 	EmotionDataset created
2019-10-16 11:16:24.859: INFO    @api         : Creating a model
2019-10-16 11:16:24.879: WARNING @model       : Quantization trainign is experimental atm, please read the warning in the docs first.
2019-10-16 11:16:24.880: INFO    @model       : 	Creating TF model on 1 GPU devices
2019-10-16 11:16:24.880: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:415: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead.

2019-10-16 11:16:25.224: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:140: The name tf.variable_scope is deprecated. Please use tf.compat.v1.variable_scope instead.

2019-10-16 11:16:25.224: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:140: The name tf.get_variable_scope is deprecated. Please use tf.compat.v1.get_variable_scope instead.

2019-10-16 11:16:25.224: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:140: The name tf.AUTO_REUSE is deprecated. Please use tf.compat.v1.AUTO_REUSE instead.

2019-10-16 11:16:25.228: INFO    @emotion     : Building BasicModel for 8 classes
2019-10-16 11:16:25.391: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f89882d1a50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f89882d1a50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:25.416: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8990dcd950>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8990dcd950>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:25.514: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f89882d17d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f89882d17d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:25.539: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f89882d1c10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f89882d1c10>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:25.636: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f89882d1e90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f89882d1e90>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:25.661: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8988254e50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8988254e50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:25.732: WARNING @ag_logging  : Entity <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f89882d14d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f89882d14d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:25.801: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8988318510>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8988318510>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:25.825: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8988303490>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8988303490>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:25.920: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8988251990>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8988251990>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:25.945: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f89882569d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f89882569d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.042: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f898817d8d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f898817d8d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.067: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8988318250>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8988318250>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.140: WARNING @ag_logging  : Entity <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f8988104f90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f8988104f90>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.211: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8988303090>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8988303090>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.236: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8988303f10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8988303f10>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.335: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8980782310>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8980782310>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.359: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f898079fbd0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f898079fbd0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.453: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8988306710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8988306710>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.480: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f898062f110>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f898062f110>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.550: WARNING @ag_logging  : Entity <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f898059ff10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f898059ff10>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.620: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f898059fe50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f898059fe50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.644: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f89803f6dd0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f89803f6dd0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.742: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f898062f110>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f898062f110>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.767: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f89803f6690>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f89803f6690>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.866: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f89803d9250>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f89803d9250>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.891: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f89803e1b50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f89803e1b50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:26.962: WARNING @ag_logging  : Entity <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f89882b7990>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f89882b7990>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:27.036: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f89804e2fd0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f89804e2fd0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:27.061: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f898026e110>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f898026e110>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:27.089: WARNING @deprecation : From /home/ala/faces/models/emotion.py:56: flatten (from tensorflow.python.layers.core) is deprecated and will be removed in a future version.
Instructions for updating:
Use keras.layers.flatten instead.
2019-10-16 11:16:27.100: WARNING @ag_logging  : Entity <bound method Flatten.call of <tensorflow.python.layers.core.Flatten object at 0x7f8989569890>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Flatten.call of <tensorflow.python.layers.core.Flatten object at 0x7f8989569890>>: AttributeError: module 'gast' has no attribute 'Num'
2019-10-16 11:16:27.105: WARNING @deprecation : From /home/ala/faces/models/emotion.py:57: dense (from tensorflow.python.layers.core) is deprecated and will be removed in a future version.
Instructions for updating:
Use keras.layers.dense instead.
2019-10-16 11:16:27.106: WARNING @deprecation : From /usr/lib/python3.7/site-packages/tensorflow/python/ops/init_ops.py:1251: calling VarianceScaling.__init__ (from tensorflow.python.ops.init_ops) with dtype is deprecated and will be removed in a future version.
Instructions for updating:
Call initializer instance with the dtype argument instead of passing it to the constructor
2019-10-16 11:16:27.292: WARNING @ag_logging  : Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x7f8989569890>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x7f8989569890>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:16:27.296: INFO    @emotion     : (?, 8)
2019-10-16 11:16:27.297: INFO    @emotion     : (?,)
2019-10-16 11:16:27.298: INFO    @model       : Applying quantization aware training updates with 0 delay
2019-10-16 11:16:27.938: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_0/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:16:27.971: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_0/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:16:28.015: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_1/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:16:28.050: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_1/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:16:28.085: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_2/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:16:28.122: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_2/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:16:28.161: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_4/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:16:28.198: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_4/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:16:28.232: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_5/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:16:28.269: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_5/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:16:28.305: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_6/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:16:28.342: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_6/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:16:28.378: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_8/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:16:28.523: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_8/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:16:28.557: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_9/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:16:28.590: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_9/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:16:28.627: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_10/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:16:28.661: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_10/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:16:28.695: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_12/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:16:28.731: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_12/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:16:28.766: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_13/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:16:28.804: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_13/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:16:28.843: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_14/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:16:28.878: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_14/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:16:28.914: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_16/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:16:28.951: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_16/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:16:30.618: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:180: The name tf.train.Saver is deprecated. Please use tf.compat.v1.train.Saver instead.

2019-10-16 11:16:31.873: WARNING @deprecation_wrapper: From /home/ala/faces/models/emotion.py:77: The name tf.train.import_meta_graph is deprecated. Please use tf.compat.v1.train.import_meta_graph instead.

2019-10-16 11:16:32.381: WARNING @deprecation : From /usr/lib/python3.7/site-packages/tensorflow/python/training/saver.py:1276: checkpoint_exists (from tensorflow.python.training.checkpoint_management) is deprecated and will be removed in a future version.
Instructions for updating:
Use standard file APIs to check for files with this prefix.
2019-10-16 11:16:32.385: INFO    @saver       : Restoring parameters from log/DONT-Emotions-AllFerNew-AllClasses-LargeModel-SmallSize-3L-WithBN-LR4-Quant-Test_adoring-kirch/model_best.ckpt
2019-10-16 11:16:50.528: WARNING @emotion     : Could not initialize ConvBlock_0/inner/weights_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.528: WARNING @emotion     : Could not initialize ConvBlock_0/inner/weights_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.528: WARNING @emotion     : Could not initialize ConvBlock_0/inner/act_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.528: WARNING @emotion     : Could not initialize ConvBlock_0/inner/act_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.528: WARNING @emotion     : Could not initialize ConvBlock_0/inner/act_quant/ConvBlock_0/inner/act_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_0/inner/act_quant/ConvBlock_0/inner/act_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_0/inner/act_quant/ConvBlock_0/inner/act_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_0/inner/act_quant/ConvBlock_0/inner/act_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_1/inner/weights_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_1/inner/weights_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_1/inner/act_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_1/inner/act_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_1/inner/act_quant/ConvBlock_1/inner/act_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_1/inner/act_quant/ConvBlock_1/inner/act_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_1/inner/act_quant/ConvBlock_1/inner/act_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_1/inner/act_quant/ConvBlock_1/inner/act_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_2/inner/weights_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_2/inner/weights_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_2/inner/act_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_2/inner/act_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_2/inner/act_quant/ConvBlock_2/inner/act_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_2/inner/act_quant/ConvBlock_2/inner/act_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.529: WARNING @emotion     : Could not initialize ConvBlock_2/inner/act_quant/ConvBlock_2/inner/act_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_2/inner/act_quant/ConvBlock_2/inner/act_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_4/inner/weights_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_4/inner/weights_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_4/inner/act_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_4/inner/act_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_4/inner/act_quant/ConvBlock_4/inner/act_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_4/inner/act_quant/ConvBlock_4/inner/act_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_4/inner/act_quant/ConvBlock_4/inner/act_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_4/inner/act_quant/ConvBlock_4/inner/act_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_5/inner/weights_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_5/inner/weights_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_5/inner/act_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_5/inner/act_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_5/inner/act_quant/ConvBlock_5/inner/act_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_5/inner/act_quant/ConvBlock_5/inner/act_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_5/inner/act_quant/ConvBlock_5/inner/act_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_5/inner/act_quant/ConvBlock_5/inner/act_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_6/inner/weights_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.530: WARNING @emotion     : Could not initialize ConvBlock_6/inner/weights_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.531: WARNING @emotion     : Could not initialize ConvBlock_6/inner/act_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.531: WARNING @emotion     : Could not initialize ConvBlock_6/inner/act_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.531: WARNING @emotion     : Could not initialize ConvBlock_6/inner/act_quant/ConvBlock_6/inner/act_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.531: WARNING @emotion     : Could not initialize ConvBlock_6/inner/act_quant/ConvBlock_6/inner/act_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.531: WARNING @emotion     : Could not initialize ConvBlock_6/inner/act_quant/ConvBlock_6/inner/act_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.531: WARNING @emotion     : Could not initialize ConvBlock_6/inner/act_quant/ConvBlock_6/inner/act_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.531: WARNING @emotion     : Could not initialize ConvBlock_8/inner/weights_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.531: WARNING @emotion     : Could not initialize ConvBlock_8/inner/weights_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.531: WARNING @emotion     : Could not initialize ConvBlock_8/inner/act_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.531: WARNING @emotion     : Could not initialize ConvBlock_8/inner/act_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.531: WARNING @emotion     : Could not initialize ConvBlock_8/inner/act_quant/ConvBlock_8/inner/act_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.531: WARNING @emotion     : Could not initialize ConvBlock_8/inner/act_quant/ConvBlock_8/inner/act_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.531: WARNING @emotion     : Could not initialize ConvBlock_8/inner/act_quant/ConvBlock_8/inner/act_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.531: WARNING @emotion     : Could not initialize ConvBlock_8/inner/act_quant/ConvBlock_8/inner/act_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_9/inner/weights_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_9/inner/weights_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_9/inner/act_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_9/inner/act_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_9/inner/act_quant/ConvBlock_9/inner/act_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_9/inner/act_quant/ConvBlock_9/inner/act_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_9/inner/act_quant/ConvBlock_9/inner/act_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_9/inner/act_quant/ConvBlock_9/inner/act_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_10/inner/weights_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_10/inner/weights_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_10/inner/act_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_10/inner/act_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_10/inner/act_quant/ConvBlock_10/inner/act_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_10/inner/act_quant/ConvBlock_10/inner/act_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_10/inner/act_quant/ConvBlock_10/inner/act_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_10/inner/act_quant/ConvBlock_10/inner/act_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_12/inner/weights_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.532: WARNING @emotion     : Could not initialize ConvBlock_12/inner/weights_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_12/inner/act_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_12/inner/act_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_12/inner/act_quant/ConvBlock_12/inner/act_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_12/inner/act_quant/ConvBlock_12/inner/act_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_12/inner/act_quant/ConvBlock_12/inner/act_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_12/inner/act_quant/ConvBlock_12/inner/act_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_13/inner/weights_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_13/inner/weights_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_13/inner/act_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_13/inner/act_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_13/inner/act_quant/ConvBlock_13/inner/act_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_13/inner/act_quant/ConvBlock_13/inner/act_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_13/inner/act_quant/ConvBlock_13/inner/act_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_13/inner/act_quant/ConvBlock_13/inner/act_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_14/inner/weights_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_14/inner/weights_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_14/inner/act_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.533: WARNING @emotion     : Could not initialize ConvBlock_14/inner/act_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize ConvBlock_14/inner/act_quant/ConvBlock_14/inner/act_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize ConvBlock_14/inner/act_quant/ConvBlock_14/inner/act_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize ConvBlock_14/inner/act_quant/ConvBlock_14/inner/act_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize ConvBlock_14/inner/act_quant/ConvBlock_14/inner/act_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize ConvBlock_16/inner/weights_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize ConvBlock_16/inner/weights_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize ConvBlock_16/inner/act_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize ConvBlock_16/inner/act_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize ConvBlock_16/inner/act_quant/ConvBlock_16/inner/act_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize ConvBlock_16/inner/act_quant/ConvBlock_16/inner/act_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize ConvBlock_16/inner/act_quant/ConvBlock_16/inner/act_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize ConvBlock_16/inner/act_quant/ConvBlock_16/inner/act_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize dense/weights_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize dense/weights_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize dense/act_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize dense/act_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize dense/act_quant/dense/act_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize dense/act_quant/dense/act_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.534: WARNING @emotion     : Could not initialize dense/act_quant/dense/act_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize dense/act_quant/dense/act_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize ConvBlock_0/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize ConvBlock_0/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize ConvBlock_0/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_0/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize ConvBlock_0/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_0/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize ConvBlock_0/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_0/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize ConvBlock_0/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_0/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize ConvBlock_0/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize ConvBlock_0/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize ConvBlock_0/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_0/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize ConvBlock_0/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_0/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize ConvBlock_0/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_0/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize ConvBlock_0/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_0/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize ConvBlock_1/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize ConvBlock_1/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize ConvBlock_1/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_1/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.535: WARNING @emotion     : Could not initialize ConvBlock_1/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_1/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_1/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_1/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_1/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_1/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_1/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_1/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_1/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_1/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_1/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_1/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_1/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_1/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_1/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_1/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_2/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_2/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_2/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_2/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_2/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_2/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_2/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_2/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_2/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_2/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_2/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_2/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_2/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_2/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_2/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_2/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.536: WARNING @emotion     : Could not initialize ConvBlock_2/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_2/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_2/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_2/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_4/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_4/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_4/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_4/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_4/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_4/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_4/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_4/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_4/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_4/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_4/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_4/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_4/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_4/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_4/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_4/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_4/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_4/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_4/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_4/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_5/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_5/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_5/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_5/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_5/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_5/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.537: WARNING @emotion     : Could not initialize ConvBlock_5/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_5/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_5/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_5/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_5/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_5/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_5/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_5/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_5/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_5/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_5/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_5/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_5/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_5/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_6/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_6/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_6/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_6/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_6/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_6/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_6/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_6/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_6/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_6/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_6/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_6/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_6/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_6/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_6/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_6/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.538: WARNING @emotion     : Could not initialize ConvBlock_6/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_6/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.539: WARNING @emotion     : Could not initialize ConvBlock_6/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_6/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.539: WARNING @emotion     : Could not initialize ConvBlock_8/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.539: WARNING @emotion     : Could not initialize ConvBlock_8/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.539: WARNING @emotion     : Could not initialize ConvBlock_8/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_8/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.539: WARNING @emotion     : Could not initialize ConvBlock_8/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_8/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.539: WARNING @emotion     : Could not initialize ConvBlock_8/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_8/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.539: WARNING @emotion     : Could not initialize ConvBlock_8/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_8/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.539: WARNING @emotion     : Could not initialize ConvBlock_8/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.539: WARNING @emotion     : Could not initialize ConvBlock_8/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.539: WARNING @emotion     : Could not initialize ConvBlock_8/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_8/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.539: WARNING @emotion     : Could not initialize ConvBlock_8/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_8/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.539: WARNING @emotion     : Could not initialize ConvBlock_8/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_8/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.539: WARNING @emotion     : Could not initialize ConvBlock_8/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_8/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.539: WARNING @emotion     : Could not initialize ConvBlock_9/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.539: WARNING @emotion     : Could not initialize ConvBlock_9/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.539: WARNING @emotion     : Could not initialize ConvBlock_9/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_9/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.540: WARNING @emotion     : Could not initialize ConvBlock_9/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_9/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.540: WARNING @emotion     : Could not initialize ConvBlock_9/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_9/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.540: WARNING @emotion     : Could not initialize ConvBlock_9/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_9/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.540: WARNING @emotion     : Could not initialize ConvBlock_9/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.540: WARNING @emotion     : Could not initialize ConvBlock_9/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.540: WARNING @emotion     : Could not initialize ConvBlock_9/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_9/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.540: WARNING @emotion     : Could not initialize ConvBlock_9/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_9/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.540: WARNING @emotion     : Could not initialize ConvBlock_9/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_9/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.540: WARNING @emotion     : Could not initialize ConvBlock_9/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_9/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.540: WARNING @emotion     : Could not initialize ConvBlock_10/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.540: WARNING @emotion     : Could not initialize ConvBlock_10/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.540: WARNING @emotion     : Could not initialize ConvBlock_10/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_10/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.540: WARNING @emotion     : Could not initialize ConvBlock_10/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_10/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.541: WARNING @emotion     : Could not initialize ConvBlock_10/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_10/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.541: WARNING @emotion     : Could not initialize ConvBlock_10/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_10/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.541: WARNING @emotion     : Could not initialize ConvBlock_10/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.541: WARNING @emotion     : Could not initialize ConvBlock_10/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.541: WARNING @emotion     : Could not initialize ConvBlock_10/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_10/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.541: WARNING @emotion     : Could not initialize ConvBlock_10/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_10/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.541: WARNING @emotion     : Could not initialize ConvBlock_10/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_10/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.541: WARNING @emotion     : Could not initialize ConvBlock_10/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_10/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.541: WARNING @emotion     : Could not initialize ConvBlock_12/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.541: WARNING @emotion     : Could not initialize ConvBlock_12/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.541: WARNING @emotion     : Could not initialize ConvBlock_12/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_12/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.541: WARNING @emotion     : Could not initialize ConvBlock_12/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_12/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.541: WARNING @emotion     : Could not initialize ConvBlock_12/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_12/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.542: WARNING @emotion     : Could not initialize ConvBlock_12/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_12/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.542: WARNING @emotion     : Could not initialize ConvBlock_12/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.542: WARNING @emotion     : Could not initialize ConvBlock_12/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.542: WARNING @emotion     : Could not initialize ConvBlock_12/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_12/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.542: WARNING @emotion     : Could not initialize ConvBlock_12/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_12/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.542: WARNING @emotion     : Could not initialize ConvBlock_12/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_12/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.542: WARNING @emotion     : Could not initialize ConvBlock_12/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_12/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.542: WARNING @emotion     : Could not initialize ConvBlock_13/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.542: WARNING @emotion     : Could not initialize ConvBlock_13/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.542: WARNING @emotion     : Could not initialize ConvBlock_13/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_13/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.542: WARNING @emotion     : Could not initialize ConvBlock_13/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_13/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.542: WARNING @emotion     : Could not initialize ConvBlock_13/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_13/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.542: WARNING @emotion     : Could not initialize ConvBlock_13/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_13/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.543: WARNING @emotion     : Could not initialize ConvBlock_13/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.543: WARNING @emotion     : Could not initialize ConvBlock_13/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.543: WARNING @emotion     : Could not initialize ConvBlock_13/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_13/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.543: WARNING @emotion     : Could not initialize ConvBlock_13/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_13/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.543: WARNING @emotion     : Could not initialize ConvBlock_13/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_13/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.543: WARNING @emotion     : Could not initialize ConvBlock_13/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_13/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.543: WARNING @emotion     : Could not initialize ConvBlock_14/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.543: WARNING @emotion     : Could not initialize ConvBlock_14/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.543: WARNING @emotion     : Could not initialize ConvBlock_14/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_14/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.543: WARNING @emotion     : Could not initialize ConvBlock_14/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_14/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.543: WARNING @emotion     : Could not initialize ConvBlock_14/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_14/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.543: WARNING @emotion     : Could not initialize ConvBlock_14/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_14/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.543: WARNING @emotion     : Could not initialize ConvBlock_14/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.543: WARNING @emotion     : Could not initialize ConvBlock_14/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.544: WARNING @emotion     : Could not initialize ConvBlock_14/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_14/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.544: WARNING @emotion     : Could not initialize ConvBlock_14/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_14/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.544: WARNING @emotion     : Could not initialize ConvBlock_14/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_14/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.544: WARNING @emotion     : Could not initialize ConvBlock_14/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_14/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.544: WARNING @emotion     : Could not initialize ConvBlock_16/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.544: WARNING @emotion     : Could not initialize ConvBlock_16/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.544: WARNING @emotion     : Could not initialize ConvBlock_16/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_16/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.544: WARNING @emotion     : Could not initialize ConvBlock_16/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_16/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.544: WARNING @emotion     : Could not initialize ConvBlock_16/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_16/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.544: WARNING @emotion     : Could not initialize ConvBlock_16/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/ConvBlock_16/bn-device-gpu-0/batchnorm/mul/activation_Mul_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.544: WARNING @emotion     : Could not initialize ConvBlock_16/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min:0 as it is missing in the source graph
2019-10-16 11:16:50.544: WARNING @emotion     : Could not initialize ConvBlock_16/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max:0 as it is missing in the source graph
2019-10-16 11:16:50.544: WARNING @emotion     : Could not initialize ConvBlock_16/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_16/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.545: WARNING @emotion     : Could not initialize ConvBlock_16/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_16/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/min/local_step:0 as it is missing in the source graph
2019-10-16 11:16:50.545: WARNING @emotion     : Could not initialize ConvBlock_16/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_16/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/biased:0 as it is missing in the source graph
2019-10-16 11:16:50.545: WARNING @emotion     : Could not initialize ConvBlock_16/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/ConvBlock_16/bn-device-gpu-0/batchnorm/add_1/activation_Add_quant/max/local_step:0 as it is missing in the source graph
2019-10-16 11:17:14.928: INFO    @model       : Number of parameters: 583358
2019-10-16 11:17:14.940: INFO    @api         : 	BasicModel created
2019-10-16 11:17:14.941: INFO    @api         : Creating hooks
2019-10-16 11:17:14.952: INFO    @api         : 	ComputeStats created
2019-10-16 11:17:14.953: INFO    @api         : 	LogVariables created
2019-10-16 11:17:14.953: INFO    @api         : 	LogProfile created
2019-10-16 11:17:14.954: INFO    @api         : 	LogDir created
2019-10-16 11:17:14.954: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/hooks/write_tensorboard.py:78: The name tf.summary.FileWriter is deprecated. Please use tf.compat.v1.summary.FileWriter instead.

2019-10-16 11:17:14.955: INFO    @api         : 	WriteTensorBoard created
2019-10-16 11:17:14.955: INFO    @api         : 	StopAfter created
2019-10-16 11:17:14.956: INFO    @api         : 	ShowProgress created
2019-10-16 11:17:14.957: INFO    @api         : 	SaveBest created
2019-10-16 11:17:14.958: INFO    @api         : 	SaveConfusionMatrix created
2019-10-16 11:17:14.958: WARNING @api         : TrainingTrace hook added between hooks. Add it to your config.yaml to suppress this warning.
2019-10-16 11:17:14.958: INFO    @api         : Creating main loop
2019-10-16 11:17:14.958: INFO    @log_dir     : Output dir: ./log/Emotions-AllFerNew-AllClasses-LargeModel-SmallSize-3L-WithBN-LR4-Quant-Test_angry-ride
2019-10-16 11:17:14.959: INFO    @main_loop   : Training epoch 1
2019-10-16 11:17:16.419: WARNING @main_loop   : Some sources provided by the stream do not match model placeholders. Set `main_loop.on_unused_sources` to `ignore` in order to suppress this warning. Extra sources: ['filenames', 'ids', 'box_points']
2019-10-16 11:17:51.090: INFO    @log_variables: 	train loss mean: 0.519787
2019-10-16 11:17:51.090: INFO    @log_variables: 	train accuracy mean: 0.813927
2019-10-16 11:17:51.090: INFO    @log_variables: 	valid loss mean: 0.725466
2019-10-16 11:17:51.090: INFO    @log_variables: 	valid accuracy mean: 0.761026
2019-10-16 11:17:51.090: INFO    @log_dir     : Output dir: ./log/Emotions-AllFerNew-AllClasses-LargeModel-SmallSize-3L-WithBN-LR4-Quant-Test_angry-ride
2019-10-16 11:17:51.091: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:301: The name tf.train.write_graph is deprecated. Please use tf.io.write_graph instead.

2019-10-16 11:17:51.993: INFO    @model       : Quantizing and saving the model
2019-10-16 11:17:52.012: INFO    @emotion     : Building BasicModel for 8 classes
2019-10-16 11:17:52.080: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f862831c510>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f862831c510>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.106: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f862831cad0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f862831cad0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.190: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f862831ce50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f862831ce50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.216: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f862831c650>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f862831c650>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.293: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8628289410>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8628289410>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.320: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8628242590>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8628242590>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.379: WARNING @ag_logging  : Entity <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f86282e9950>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f86282e9950>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.448: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f863024b210>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f863024b210>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.473: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f863024bf50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f863024bf50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.548: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f863024b750>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f863024b750>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.574: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f863024b790>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f863024b790>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.652: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f863024b5d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f863024b5d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.677: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86282a9990>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86282a9990>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.732: WARNING @ag_logging  : Entity <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f863024bad0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f863024bad0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.802: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f863024b790>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f863024b790>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.827: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8668291f50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8668291f50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.903: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f863024b550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f863024b550>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:52.931: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f863007e650>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f863007e650>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:53.011: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8668291f50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8668291f50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:53.036: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86300b87d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86300b87d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:53.093: WARNING @ag_logging  : Entity <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f86300bf710>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f86300bf710>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:53.164: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86300b8b10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86300b8b10>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:53.190: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86681b7a10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86681b7a10>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:53.269: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8988306c10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8988306c10>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:53.295: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86681b7290>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86681b7290>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:53.381: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8988306190>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f8988306190>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:53.407: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86680616d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86680616d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:53.458: WARNING @ag_logging  : Entity <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f8988306a50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f8988306a50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:53.530: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f89880a1e90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f89880a1e90>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:53.556: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86303bce10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86303bce10>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:53.576: WARNING @ag_logging  : Entity <bound method Flatten.call of <tensorflow.python.layers.core.Flatten object at 0x7f8628216790>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Flatten.call of <tensorflow.python.layers.core.Flatten object at 0x7f8628216790>>: AttributeError: module 'gast' has no attribute 'Num'
2019-10-16 11:17:53.675: WARNING @ag_logging  : Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x7f86682002d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x7f86682002d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:17:53.678: INFO    @emotion     : (?, 8)
2019-10-16 11:17:53.679: INFO    @emotion     : (?,)
2019-10-16 11:17:53.860: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_0/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:17:53.866: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_0/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:17:53.872: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_1/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:17:53.877: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_1/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:17:53.883: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_2/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:17:53.888: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_2/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:17:53.894: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_4/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:17:53.900: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_4/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:17:53.905: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_5/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:17:53.911: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_5/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:17:53.917: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_6/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:17:53.923: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_6/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:17:53.928: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_8/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:17:53.933: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_8/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:17:53.940: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_9/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:17:53.946: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_9/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:17:53.952: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_10/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:17:53.957: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_10/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:17:53.963: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_12/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:17:53.969: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_12/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:17:53.975: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_13/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:17:53.983: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_13/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:17:53.990: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_14/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:17:53.996: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_14/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:17:54.001: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_16/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:17:54.007: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_16/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:17:54.015: INFO    @model       : Copying variables to the eval graph, this may take a while
2019-10-16 11:18:14.360: INFO    @model       : Converting model with inputs [<tf.Tensor 'images:0' shape=(?, 48, 48, 3) dtype=float32>] and outputs f[<tf.Tensor 'predictions:0' shape=(?,) dtype=int32>, <tf.Tensor 'probabilities:0' shape=(?, 8) dtype=float32>]
2019-10-16 11:18:14.480: WARNING @deprecation : From /usr/lib/python3.7/site-packages/tensorflow/lite/python/util.py:238: convert_variables_to_constants (from tensorflow.python.framework.graph_util_impl) is deprecated and will be removed in a future version.
Instructions for updating:
Use `tf.compat.v1.graph_util.convert_variables_to_constants`
2019-10-16 11:18:14.480: WARNING @deprecation : From /usr/lib/python3.7/site-packages/tensorflow/python/framework/graph_util_impl.py:270: extract_sub_graph (from tensorflow.python.framework.graph_util_impl) is deprecated and will be removed in a future version.
Instructions for updating:
Use `tf.compat.v1.graph_util.extract_sub_graph`
2019-10-16 11:18:14.586: INFO    @graph_util_impl: Froze 175 variables.
2019-10-16 11:18:14.603: INFO    @graph_util_impl: Converted 175 variables to const ops.
2019-10-16 11:18:16.606: INFO    @model       : Saving the quantized model to `./log/Emotions-AllFerNew-AllClasses-LargeModel-SmallSize-3L-WithBN-LR4-Quant-Test_angry-ride/quantized.tflite`
2019-10-16 11:18:16.643: INFO    @save        : Model saved to: ./log/Emotions-AllFerNew-AllClasses-LargeModel-SmallSize-3L-WithBN-LR4-Quant-Test_angry-ride/model_best.ckpt
2019-10-16 11:18:18.040: INFO    @log_profile : 	T train:	31.836811
2019-10-16 11:18:18.040: INFO    @log_profile : 	T valid:	2.223992
2019-10-16 11:18:18.040: INFO    @log_profile : 	T read data:	1.825632
2019-10-16 11:18:18.040: INFO    @log_profile : 	T hooks:	27.118232
2019-10-16 11:18:18.041: INFO    @main_loop   : Epoch 1 done


2019-10-16 11:18:18.041: INFO    @main_loop   : Training epoch 2
2019-10-16 11:18:49.116: INFO    @log_variables: 	train loss mean: 0.513472
2019-10-16 11:18:49.116: INFO    @log_variables: 	train accuracy mean: 0.817077
2019-10-16 11:18:49.116: INFO    @log_variables: 	valid loss mean: 0.722349
2019-10-16 11:18:49.116: INFO    @log_variables: 	valid accuracy mean: 0.764176
2019-10-16 11:18:49.116: INFO    @log_dir     : Output dir: ./log/Emotions-AllFerNew-AllClasses-LargeModel-SmallSize-3L-WithBN-LR4-Quant-Test_angry-ride
2019-10-16 11:18:49.722: INFO    @model       : Quantizing and saving the model
2019-10-16 11:18:49.736: INFO    @emotion     : Building BasicModel for 8 classes
2019-10-16 11:18:49.807: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f861b11f310>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f861b11f310>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:49.833: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f861b0ab5d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f861b0ab5d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:49.912: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f861b0f4550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f861b0f4550>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:49.939: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85f00550d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85f00550d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:50.017: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f89882e5890>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f89882e5890>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:50.044: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f861838ae90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f861838ae90>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:50.326: WARNING @ag_logging  : Entity <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f85dc7094d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f85dc7094d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:50.397: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f898817ded0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f898817ded0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:50.423: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8988310a50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8988310a50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:50.502: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86183919d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86183919d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:50.528: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc709950>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc709950>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:50.608: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f861838c8d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f861838c8d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:50.633: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f861838a1d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f861838a1d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:50.684: WARNING @ag_logging  : Entity <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f85f0072850>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f85f0072850>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:50.757: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f861b0f4210>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f861b0f4210>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:50.783: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86183eac90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86183eac90>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:50.860: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86183ea110>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86183ea110>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:50.887: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86183ea2d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86183ea2d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:50.969: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f89894daf50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f89894daf50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:50.994: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86183ea910>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86183ea910>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:51.045: WARNING @ag_logging  : Entity <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f86183ea290>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f86183ea290>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:51.115: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86183ead90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86183ead90>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:51.140: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f89802554d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f89802554d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:51.222: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86183ea3d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86183ea3d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:51.246: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f861b1d2290>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f861b1d2290>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:51.325: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f87286e70d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f87286e70d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:51.351: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f87285d9e90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f87285d9e90>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:51.404: WARNING @ag_logging  : Entity <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f86e84eba50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f86e84eba50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:51.475: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f87284999d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f87284999d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:51.501: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8728114210>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f8728114210>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:51.521: WARNING @ag_logging  : Entity <bound method Flatten.call of <tensorflow.python.layers.core.Flatten object at 0x7f861b0fa550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Flatten.call of <tensorflow.python.layers.core.Flatten object at 0x7f861b0fa550>>: AttributeError: module 'gast' has no attribute 'Num'
2019-10-16 11:18:51.617: WARNING @ag_logging  : Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x7f861b0fa550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x7f861b0fa550>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:18:51.621: INFO    @emotion     : (?, 8)
2019-10-16 11:18:51.622: INFO    @emotion     : (?,)
2019-10-16 11:18:51.806: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_0/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:18:51.812: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_0/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:18:51.819: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_1/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:18:51.825: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_1/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:18:51.832: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_2/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:18:51.838: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_2/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:18:51.845: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_4/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:18:51.850: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_4/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:18:51.856: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_5/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:18:51.862: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_5/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:18:51.868: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_6/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:18:51.875: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_6/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:18:51.881: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_8/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:18:51.888: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_8/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:18:51.895: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_9/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:18:51.903: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_9/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:18:51.909: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_10/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:18:51.915: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_10/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:18:51.922: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_12/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:18:51.928: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_12/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:18:51.935: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_13/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:18:51.941: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_13/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:18:51.949: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_14/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:18:51.955: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_14/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:18:51.962: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_16/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:18:51.970: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_16/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:18:51.977: INFO    @model       : Copying variables to the eval graph, this may take a while
2019-10-16 11:18:59.955: INFO    @model       : Converting model with inputs [<tf.Tensor 'images:0' shape=(?, 48, 48, 3) dtype=float32>] and outputs f[<tf.Tensor 'predictions:0' shape=(?,) dtype=int32>, <tf.Tensor 'probabilities:0' shape=(?, 8) dtype=float32>]
2019-10-16 11:19:00.186: INFO    @graph_util_impl: Froze 175 variables.
2019-10-16 11:19:00.203: INFO    @graph_util_impl: Converted 175 variables to const ops.
2019-10-16 11:19:02.223: INFO    @model       : Saving the quantized model to `./log/Emotions-AllFerNew-AllClasses-LargeModel-SmallSize-3L-WithBN-LR4-Quant-Test_angry-ride/quantized.tflite`
2019-10-16 11:19:02.257: INFO    @save        : Model saved to: ./log/Emotions-AllFerNew-AllClasses-LargeModel-SmallSize-3L-WithBN-LR4-Quant-Test_angry-ride/model_best.ckpt
2019-10-16 11:19:03.687: INFO    @log_profile : 	T train:	28.916824
2019-10-16 11:19:03.687: INFO    @log_profile : 	T valid:	1.377708
2019-10-16 11:19:03.687: INFO    @log_profile : 	T read data:	0.500102
2019-10-16 11:19:03.687: INFO    @log_profile : 	T hooks:	14.776350
2019-10-16 11:19:03.687: INFO    @main_loop   : Epoch 2 done


2019-10-16 11:19:03.687: INFO    @main_loop   : Training epoch 3
2019-10-16 11:19:35.192: INFO    @log_variables: 	train loss mean: 0.503863
2019-10-16 11:19:35.192: INFO    @log_variables: 	train accuracy mean: 0.820828
2019-10-16 11:19:35.192: INFO    @log_variables: 	valid loss mean: 0.733379
2019-10-16 11:19:35.192: INFO    @log_variables: 	valid accuracy mean: 0.753600
2019-10-16 11:19:35.192: INFO    @log_dir     : Output dir: ./log/Emotions-AllFerNew-AllClasses-LargeModel-SmallSize-3L-WithBN-LR4-Quant-Test_angry-ride
2019-10-16 11:19:36.590: INFO    @log_profile : 	T train:	29.322269
2019-10-16 11:19:36.590: INFO    @log_profile : 	T valid:	1.377933
2019-10-16 11:19:36.590: INFO    @log_profile : 	T read data:	0.505173
2019-10-16 11:19:36.590: INFO    @log_profile : 	T hooks:	1.618863
2019-10-16 11:19:36.590: INFO    @main_loop   : Epoch 3 done


2019-10-16 11:19:36.590: INFO    @main_loop   : Training epoch 4
2019-10-16 11:20:07.482: INFO    @log_variables: 	train loss mean: 0.487892
2019-10-16 11:20:07.482: INFO    @log_variables: 	train accuracy mean: 0.825453
2019-10-16 11:20:07.482: INFO    @log_variables: 	valid loss mean: 0.718462
2019-10-16 11:20:07.483: INFO    @log_variables: 	valid accuracy mean: 0.762151
2019-10-16 11:20:07.483: INFO    @log_dir     : Output dir: ./log/Emotions-AllFerNew-AllClasses-LargeModel-SmallSize-3L-WithBN-LR4-Quant-Test_angry-ride
2019-10-16 11:20:08.081: INFO    @model       : Quantizing and saving the model
2019-10-16 11:20:08.090: INFO    @emotion     : Building BasicModel for 8 classes
2019-10-16 11:20:08.166: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86f42874d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86f42874d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.191: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86f427ea10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86f427ea10>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.266: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86f4287750>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86f4287750>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.291: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86f427e4d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86f427e4d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.374: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86f427e4d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86f427e4d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.400: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86f422bd50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f86f422bd50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.451: WARNING @ag_logging  : Entity <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f86f427e1d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f86f427e1d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.520: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86f42c1110>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f86f42c1110>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.545: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f833c319590>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f833c319590>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.620: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f898036dd50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f898036dd50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.644: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc573490>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc573490>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.719: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f87281a4d10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f87281a4d10>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.745: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc526f50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc526f50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.797: WARNING @ag_logging  : Entity <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f87281a4690>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f87281a4690>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.869: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f87281ded10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f87281ded10>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.894: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc48b2d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc48b2d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.971: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f85dc48b510>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f85dc48b510>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:08.997: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f833c323e10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f833c323e10>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:09.081: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f85dc48b150>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f85dc48b150>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:09.114: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc4bc450>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc4bc450>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:09.167: WARNING @ag_logging  : Entity <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f833c323d50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f833c323d50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:09.236: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f833c323690>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f833c323690>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:09.261: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc46cad0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc46cad0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:09.338: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f85dc563d50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f85dc563d50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:09.364: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc45e3d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc45e3d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:09.446: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f85dc713f50>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f85dc713f50>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:09.471: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc45ed90>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc45ed90>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:09.529: WARNING @ag_logging  : Entity <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f85dc3a9d10>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Pooling2D.call of <tensorflow.python.layers.pooling.MaxPooling2D object at 0x7f85dc3a9d10>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:09.602: WARNING @ag_logging  : Entity <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f85dc45e1d0>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Conv.call of <tensorflow.python.layers.convolutional.Conv2D object at 0x7f85dc45e1d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:09.865: WARNING @ag_logging  : Entity <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc337550>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method BatchNormalization.call of <tensorflow.python.layers.normalization.BatchNormalization object at 0x7f85dc337550>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:09.885: WARNING @ag_logging  : Entity <bound method Flatten.call of <tensorflow.python.layers.core.Flatten object at 0x7f85dc37f390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Flatten.call of <tensorflow.python.layers.core.Flatten object at 0x7f85dc37f390>>: AttributeError: module 'gast' has no attribute 'Num'
2019-10-16 11:20:09.979: WARNING @ag_logging  : Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x7f85dc37f390>> could not be transformed and will be executed as-is. Please report this to the AutgoGraph team. When filing the bug, set the verbosity to 10 (on Linux, `export AUTOGRAPH_VERBOSITY=10`) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x7f85dc37f390>>: AssertionError: Bad argument number for Name: 3, expecting 4
2019-10-16 11:20:09.982: INFO    @emotion     : (?, 8)
2019-10-16 11:20:09.983: INFO    @emotion     : (?,)
2019-10-16 11:20:10.166: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_0/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:20:10.172: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_0/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:20:10.178: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_1/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:20:10.183: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_1/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:20:10.189: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_2/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:20:10.194: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_2/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:20:10.200: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_4/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:20:10.206: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_4/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:20:10.211: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_5/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:20:10.217: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_5/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:20:10.222: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_6/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:20:10.229: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_6/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:20:10.234: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_8/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:20:10.239: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_8/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:20:10.245: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_9/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:20:10.250: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_9/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:20:10.257: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_10/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:20:10.265: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_10/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:20:10.271: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_12/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:20:10.276: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_12/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:20:10.282: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_13/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:20:10.287: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_13/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:20:10.293: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_14/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:20:10.299: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_14/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:20:10.304: INFO    @quantize    : Inserting fake quant op activation_Mul_quant after ConvBlock_16/bn-device-gpu-0/batchnorm/mul
2019-10-16 11:20:10.310: INFO    @quantize    : Inserting fake quant op activation_Add_quant after ConvBlock_16/bn-device-gpu-0/batchnorm/add_1
2019-10-16 11:20:10.316: INFO    @model       : Copying variables to the eval graph, this may take a while