NarasimmanSaravana1994
commented
5 years ago @anicolson mbatch_err:::::::: nan i'm getting nan value for mbatch. guide me what i'm doing wrong.
Closed NarasimmanSaravana1994 closed 5 years ago
NarasimmanSaravana1994
commented
5 years ago @anicolson mbatch_err:::::::: nan i'm getting nan value for mbatch. guide me what i'm doing wrong.
anicolson
commented
5 years ago You seem to be having an issue with your data. Can you describe how you are providing the train_clean_speech, train_noise, val_clean_speech, and val_noise to deep xi?
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From: Narasimman notifications@github.com Sent: Saturday, October 19, 2019 7:23:15 PM To: anicolson/DeepXi DeepXi@noreply.github.com Cc: Aaron Nicolson aaron.nicolson@griffithuni.edu.au; Mention mention@noreply.github.com Subject: Re: [anicolson/DeepXi] Training a own noice error (#11)
@anicolsonhttps://github.com/anicolson mbatch_err:::::::: nan i'm getting nan value for mbatch. guide me what i'm doing wrong.
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NarasimmanSaravana1994
commented
5 years ago For val_clean_speec: This path i pasted clean voice file file_1001_15dB.wav file_1002_15dB.wav file_1003_15dB.wav file_1004_15dB.wav file_1005_15dB.wav file_1006_15dB.wav file_1007_15dB.wav file_1008_15dB.wav file_1009_15dB.wav file_10010_15dB.wav
For val_noise: This path i pasted diff only noice file 1_15db.wav 2_15db.wav 3_15db.wav 4_15db.wav 5_15db.wav 6_15db.wav 7_15db.wav 8_15db.wav 9_15db.wav 10_15db.wav
For train_noise This path i pasted same ---val_noise--- path file
For train_clean_speech This path i pasted my own speech files, this file also avilable in val_clean_speech directory ex-for traing wave file name: file_14001.wav
And also i attached my args file in txt format.
I have only cpu.. Excepted cmd --- python deepxi.py --train 1 --verbose 1 --gpu '' --cont 1 @anicolson
Thanks
NarasimmanSaravana1994
commented
5 years ago Need to file any file name standard
wav file mono 16k i used.. this is ok @anicolson
NarasimmanSaravana1994
commented
5 years ago @anicolson i have 10000 wav file's in train_clean_speech directory
anicolson
commented
5 years ago Try with this command, and then show me the error again. python3 deepxi.py --train 1 --cont 1 --epoch 175 --verbose 1 --gpu "" --mbatch_size 2 Can you just tell me which model you have? For epoch 100 or 175?
anicolson
commented
5 years ago @anicolson i have 10000 wav file's in train_clean_speech directory
Sorry, I didn't see all of your previous message
NarasimmanSaravana1994
commented
5 years ago @anicolson 175 model i'm using But still same error ocuuring for me
python3.7 deepxi.py --train 1 --cont 1 --epoch 175 --verbose 1 --gpu "" --mbatch_size 2 /home/giuser/.local/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:516: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. _np_qint8 = np.dtype([("qint8", np.int8, 1)]) /home/giuser/.local/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:517: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. _np_quint8 = np.dtype([("quint8", np.uint8, 1)]) /home/giuser/.local/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:518: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. _np_qint16 = np.dtype([("qint16", np.int16, 1)]) /home/giuser/.local/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:519: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. _np_quint16 = np.dtype([("quint16", np.uint16, 1)]) /home/giuser/.local/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:520: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. _np_qint32 = np.dtype([("qint32", np.int32, 1)]) /home/giuser/.local/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py:525: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. np_resource = np.dtype([("resource", np.ubyte, 1)]) /home/giuser/.local/lib/python3.7/site-packages/pandas/compat/init.py:84: UserWarning: Could not import the lzma module. Your installed Python is incomplete. Attempting to use lzma compression will result in a RuntimeError. warnings.warn(msg) /home/giuser/.local/lib/python3.7/site-packages/pandas/compat/init.py:84: UserWarning: Could not import the lzma module. Your installed Python is incomplete. Attempting to use lzma compression will result in a RuntimeError. warnings.warn(msg) /home/giuser/.local/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:541: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. _np_qint8 = np.dtype([("qint8", np.int8, 1)]) /home/giuser/.local/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:542: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. _np_quint8 = np.dtype([("quint8", np.uint8, 1)]) /home/giuser/.local/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:543: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. _np_qint16 = np.dtype([("qint16", np.int16, 1)]) /home/giuser/.local/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:544: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. _np_quint16 = np.dtype([("quint16", np.uint16, 1)]) /home/giuser/.local/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:545: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. _np_qint32 = np.dtype([("qint32", np.int32, 1)]) /home/giuser/.local/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py:550: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. np_resource = np.dtype([("resource", np.ubyte, 1)]) Creating clean_speech_set list, as no pickle file exists... The clean_speech_set set has a total of 10 files. Creating noise_set list, as no pickle file exists... The noise_set set has a total of 10 files. WARNING:tensorflow:From lib/dev/utils.py:40: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead.
Finding sample statistics... WARNING:tensorflow:From deepxi.py:100: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead.
WARNING:tensorflow:From lib/dev/add_noise.py:74: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead.
WARNING:tensorflow:From lib/dev/num_frames.py:25: The name tf.ceil is deprecated. Please use tf.math.ceil instead.
WARNING:tensorflow:From lib/dev/acoustic/analysis_synthesis/polar.py:29: The name tf.angle is deprecated. Please use tf.math.angle instead.
WARNING:tensorflow:From /home/giuser/.local/lib/python3.7/site-packages/tensorflow/python/ops/array_ops.py:1354: add_dispatch_support.export AUTOGRAPH_VERBOSITY=10) and attach the full output. Cause: converting <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x7fec97af8b50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:From lib/dev/ResNet.py:42: conv1d (from tensorflow.python.layers.convolutional) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.keras.layers.Conv1D instead.
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec97b57a10>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec97b57a10>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec94028510>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec94028510>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec97ac9690>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec97ac9690>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec84701e50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec84701e50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec847b6410>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec847b6410>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec847b6350>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec847b6350>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec845c8a50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec845c8a50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec847b61d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec847b61d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec9402d910>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec9402d910>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec847b61d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec847b61d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec845a0d90>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec845a0d90>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec847b94d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec847b94d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec84366f10>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec84366f10>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec84388a10>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec84388a10>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec842fbc90>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec842fbc90>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec842d1310>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec842d1310>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec842d1310>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec842d1310>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec842d1d10>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec842d1d10>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec841960d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec841960d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec8424a650>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec8424a650>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec84151c90>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec84151c90>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec84151c90>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec84151c90>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ffd7090>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ffd7090>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec840e9a50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec840e9a50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fec2fd0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fec2fd0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fe56e50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fe56e50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fe6cad0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fe6cad0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fe6cad0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fe6cad0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fdb2e90>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fdb2e90>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec847bbb50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec847bbb50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fdb2e90>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fdb2e90>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec8461fcd0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec8461fcd0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fef4350>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fef4350>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec8463d190>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec8463d190>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fef4350>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fef4350>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4faec490>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4faec490>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fb0bd90>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fb0bd90>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fac3c50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fac3c50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fb9d810>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fb9d810>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f928c90>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f928c90>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fb9d810>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fb9d810>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f8928d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f8928d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f711c50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f711c50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f711c50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f711c50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f89d910>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f89d910>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f68f990>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f68f990>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f78c9d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f78c9d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec84066550>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec84066550>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f50ca50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f50ca50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec984a4050>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec984a4050>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ff4a450>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ff4a450>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fe12150>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fe12150>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fd46e10>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fd46e10>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fe12150>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fe12150>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f3308d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f3308d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f3308d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f3308d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f2cef50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f2cef50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f1324d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f1324d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f11ff90>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f11ff90>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f0e63d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f0e63d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f0348d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f0348d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ef82a50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ef82a50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f095e10>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f095e10>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4efa8790>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4efa8790>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ef47fd0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ef47fd0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4eec5a50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4eec5a50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ee11950>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ee11950>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4edc0890>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4edc0890>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ee11a10>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ee11a10>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ee11a10>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ee11a10>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ec73ad0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ec73ad0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fb4c710>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4fb4c710>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ec0b3d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ec0b3d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ec0b3d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ec0b3d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4eb6fd50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4eb6fd50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4eb6f9d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4eb6f9d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f801a10>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f801a10>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ea3a7d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ea3a7d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ea3a7d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ea3a7d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ea3a7d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ea3a7d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e960710>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e960710>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f892f10>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f892f10>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f892f10>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f892f10>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e6d5550>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e6d5550>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f64d410>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f64d410>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f64d410>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f64d410>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e6d5a90>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e6d5a90>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e530710>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e530710>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e58ff90>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e58ff90>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e545b90>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e545b90>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e43f110>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e43f110>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e492290>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e492290>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e573f90>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e573f90>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e573f90>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e573f90>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e329950>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e329950>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e2a23d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e2a23d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e1b6810>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e1b6810>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e239390>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e239390>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e172ad0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e172ad0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e083fd0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e083fd0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e072cd0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4e072cd0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f049dd0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4f049dd0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4df86e10>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4df86e10>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4df68b90>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4df68b90>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ded5d10>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ded5d10>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4df93850>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4df93850>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4de452d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4de452d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ee0ba10>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4ee0ba10>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4dd61b50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4dd61b50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4dd61b50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4dd61b50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4dc468d0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4dc468d0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4de1aed0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4de1aed0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4dbb2c90>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4dbb2c90>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4db48f10>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4db48f10>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4da42090>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4da42090>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4da99cd0>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4da99cd0>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4da8f550>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4da8f550>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4d906190>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4d906190>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4d955a50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4d955a50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4d8e6e50>> 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 Conv1D.call of <tensorflow.python.layers.convolutional.Conv1D object at 0x7fec4d8e6e50>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:Entity <bound method Dense.call of <tensorflow.python.layers.core.Dense object at 0x7fec4d9e5550>> 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 0x7fec4d9e5550>>: AssertionError: Bad argument number for Name: 3, expecting 4
WARNING:tensorflow:From lib/dev/optimisation.py:34: The name tf.train.AdamOptimizer is deprecated. Please use tf.compat.v1.train.AdamOptimizer instead.
WARNING:tensorflow:From deepxi.py:80: The name tf.train.Saver is deprecated. Please use tf.compat.v1.train.Saver instead.
Training... WARNING:tensorflow:From /home/giuser/.local/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. Training E176 (ver=3d, gpu=, params=1.97555e+06)... 0%| | 0/5 [00:00<?, ?it/s]Trainer and Loss [<tf.Operation 'adam_opt/Adam' type=NoOp>, <tf.Tensor 'Mean:0' shape=() dtype=float32>] [None, nan] mbatch_err:::::::: nan mbatch_count:::::::: 0 20%|█████████████████████████▌ | 1/5 [00:15<01:03, 15.96s/it]Trainer and Loss [<tf.Operation 'adam_opt/Adam' type=NoOp>, <tf.Tensor 'Mean:0' shape=() dtype=float32>] [None, nan] mbatch_err:::::::: nan mbatch_count:::::::: 0 40%|███████████████████████████████████████████████████▏ | 2/5 [00:16<00:33, 11.21s/it]Trainer and Loss [<tf.Operation 'adam_opt/Adam' type=NoOp>, <tf.Tensor 'Mean:0' shape=() dtype=float32>] [None, nan] mbatch_err:::::::: nan mbatch_count:::::::: 0 60%|████████████████████████████████████████████████████████████████████████████▊ | 3/5 [00:16<00:15, 7.89s/it]Trainer and Loss [<tf.Operation 'adam_opt/Adam' type=NoOp>, <tf.Tensor 'Mean:0' shape=() dtype=float32>] [None, nan] mbatch_err:::::::: nan mbatch_count:::::::: 0 80%|██████████████████████████████████████████████████████████████████████████████████████████████████████▍ | 4/5 [00:16<00:05, 5.56s/it]Trainer and Loss [<tf.Operation 'adam_opt/Adam' type=NoOp>, <tf.Tensor 'Mean:0' shape=() dtype=float32>] [None, nan] mbatch_err:::::::: nan mbatch_count:::::::: 0 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 5/5 [00:16<00:00, 3.30s/it] Validation error for E176... 0%| | 0/5 [00:00<?, ?it/s] Traceback (most recent call last): File "/home/giuser/.local/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 1356, in _do_call return fn(*args) File "/home/giuser/.local/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 1341, in _run_fn options, feed_dict, fetch_list, target_list, run_metadata) File "/home/giuser/.local/lib/python3.7/site-packages/tensorflow/python/client/session.py", line 1429, in _call_tf_sessionrun run_metadata) tensorflow.python.framework.errors_impl.InvalidArgumentError: Need minval < maxval, got 0 >= -27121 [[{{node map_1/while/random_uniform}}]]
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "deepxi.py", line 261, in
Original stack trace for 'map_1/while/random_uniform':
File "deepxi.py", line 258, in
anicolson
commented
5 years ago OK, sorry, I can see a problem with the validation set. Please read the following carefully: https://github.com/anicolson/DeepXi/blob/master/set/info.txt.
For your train_noise set and train_clean_speech set, can you roughly tell me the lengths of the sequences in each of these sets?
A potential problem that you could be having is that the length of your noise recordings is not long enough for the clean speech recordings.
I will have a further look tomorrow at this problem.
NarasimmanSaravana1994
commented
5 years ago @anicolson train_clean_speech set having 2 to 4-sec sequence length.
and train_noise having 2 to 4-sec sequence length.
This is enough ?
NarasimmanSaravana1994
commented
5 years ago @anicolson Minimum how much sequence i need to train for train_clean_speech & train_noise.
anicolson
commented
5 years ago any amount should be fine. can you print out the shape/length of args.train_s_list and args.train_d_list? And also print out max(dic[‘seq_len’] for dic in args.train_s_list) and the same for args.train_d_list?
(these are in the train() function).
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From: Narasimman notifications@github.com Sent: Saturday, October 19, 2019 9:45:50 PM To: anicolson/DeepXi DeepXi@noreply.github.com Cc: Aaron Nicolson aaron.nicolson@griffithuni.edu.au; Mention mention@noreply.github.com Subject: Re: [anicolson/DeepXi] Training a own noice error (#11)
@anicolsonhttps://github.com/anicolson Minimum how much sequence i need to train for train_clean_speech & train_noise.
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NarasimmanSaravana1994
commented
5 years ago @anicolson Is there any way to skip the validation.
anicolson
commented
5 years ago just comment out lines that give you validation related errors
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From: Narasimman notifications@github.com Sent: Monday, October 21, 2019 5:09:23 PM To: anicolson/DeepXi DeepXi@noreply.github.com Cc: Aaron Nicolson aaron.nicolson@griffithuni.edu.au; Mention mention@noreply.github.com Subject: Re: [anicolson/DeepXi] Training a own noice error (#11)
@anicolsonhttps://github.com/anicolson Is there any way to skip the validation.
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NarasimmanSaravana1994
commented
5 years ago @anicolson While trainning own dataset I'm getting cuda out off memory.where i can give the allow growth argument? I'm using 8GB GPU but it consuming 5GB memoery only, but still i'm getting cuda out of memory.
anicolson
commented
5 years ago you can do —mbatch_size 1. Look in utils for GPU options
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From: Narasimman notifications@github.com Sent: Tuesday, October 22, 2019 4:14:19 PM To: anicolson/DeepXi DeepXi@noreply.github.com Cc: Aaron Nicolson aaron.nicolson@griffithuni.edu.au; Mention mention@noreply.github.com Subject: Re: [anicolson/DeepXi] Training a own noice error (#11)
@anicolsonhttps://github.com/anicolson While trainning own dataset I'm getting cuda out off memory.where i can give the allow growth argument? I'm using 8GB GPU but it consuming 5GB memoery only, but still i'm getting cuda out of memory.
Batch Size -- 2 Training E176 (ver=3d, gpu=0, params=1.97555e+06)... 0%| | 0/93601 [00:00<?, ?it/s]2019-10-22 18:59:44.819947: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0 2019-10-22 18:59:58.601603: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0 2019-10-22 18:59:59.270798: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7 11%|█████████████ | 10399/93601 [19:16<2:13:30, 10.39it/s]2019-10-22 19:19:01.248787: E tensorflow/stream_executor/cuda/cuda_driver.cc:828] failed to allocate 3.23G (3471549952 bytes) from device: CUDA_ERROR_OUT_OF_MEMORY: out of memory 2019-10-22 19:19:01.248806: W tensorflow/core/common_runtime/bfc_allocator.cc:237] Allocator (GPU_0_bfc) ran out of memory trying to allocate 3.02GiB with freed_by_count=0. The caller indicates that this is not a failure, but may mean that there could be performance gains if more memory were available.
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NarasimmanSaravana1994
commented
5 years ago @anicolson let me check Thanks.
sqummy
commented
5 years ago I got the same error, details:
Traceback (most recent call last):
File "deepxi.py", line 262, in
And I track the origin and find the net.output is nan,like this:
[debug_log]net.output : [[nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan nan]
What's wrong?
sqummy
commented
5 years ago @anicolson
anicolson
commented
5 years ago Can you give me more information about the training and validation sets, as well as what commands you are using?
sqummy
commented
5 years ago I am using the timit train(4620) and vad(1680) as clean, and own collected noise(mono 16khz), validation sets has been processed as required； python deepxi.py --train 1 --verbose 1 --gpu 0
And I checked the net.input_ph: mbatch[0] and net.target_ph: mbatch[1] is normal value
anicolson
commented
5 years ago can you check if any NaN values are occurring in the input (mbatch[0]) and target (mbatch[1])?
Look at this for help: https://stackoverflow.com/questions/911871/detect-if-a-numpy-array-contains-at-least-one-non-numeric-value
also check for Inf values.
Another thing you could look at is the values of args.stats['mu_hat'] and args.stats['sigma_hat']. mu_hat should have values around -20 to -10, and sigma_hat should have values around 15 to 25 (257 component each).
sqummy
commented
5 years ago Ok, I will check it out. And this error usually occurs in the second epoch, the first epoch can be ended normally.
anicolson
commented
5 years ago Also check that mbatch[1] values are between 0-1
sqummy
commented
5 years ago I figured out the cause of the problem, there is a silent segment in some train noises, as shown below, and thank you!
anicolson
commented
5 years ago glad to help!
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I figured out the cause of the problem, there is a silent segment in some train noises, as shown below, and thank you! [1]https://user-images.githubusercontent.com/24407386/67559020-acc8eb80-f74a-11e9-9689-5dac4746e062.jpg
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sqummy
commented
5 years ago If it is convenient, what is the vad loss when it finally converges in your experiment?
anicolson
commented
5 years ago 'Validation error', 'Training error', 'Epoch', 'D/T' 0.589966, 0.59998, 1, 2019-10-14/15:15:27 0.588183, 0.582399, 2, 2019-10-14/15:45:11 0.584746, 0.580746, 3, 2019-10-14/16:14:50 0.583926, 0.580927, 4, 2019-10-14/16:44:28 0.584081, 0.58081, 5, 2019-10-14/17:14:06 0.584113, 0.579424, 6, 2019-10-14/17:43:47 0.584158, 0.579249, 7, 2019-10-14/18:13:30 0.579064, 0.577564, 8, 2019-10-14/18:43:10 0.580681, 0.575621, 9, 2019-10-14/19:12:52 0.579308, 0.575902, 10, 2019-10-14/19:42:34 0.580613, 0.575596, 11, 2019-10-14/20:12:18 0.578073, 0.576536, 12, 2019-10-14/20:41:57 0.578632, 0.575574, 13, 2019-10-14/21:11:39 0.57835, 0.574724, 14, 2019-10-14/21:41:20 0.578267, 0.57474, 15, 2019-10-14/22:10:57 0.578551, 0.574008, 16, 2019-10-14/22:40:44 0.577083, 0.574061, 17, 2019-10-14/23:10:28 0.578705, 0.574529, 18, 2019-10-14/23:40:13 0.589069, 0.574188, 19, 2019-10-15/00:09:55 0.577654, 0.573914, 20, 2019-10-15/00:39:39 0.576145, 0.573848, 21, 2019-10-15/01:09:23 0.575687, 0.573396, 22, 2019-10-15/01:39:06 0.575584, 0.572932, 23, 2019-10-15/02:08:53 0.584886, 0.573543, 24, 2019-10-15/02:38:36 0.576681, 0.572374, 25, 2019-10-15/03:08:24 0.580464, 0.573184, 26, 2019-10-15/03:38:11 0.577602, 0.572863, 27, 2019-10-15/04:07:54 0.575591, 0.572469, 28, 2019-10-15/04:37:39 0.574214, 0.572365, 29, 2019-10-15/05:07:24 0.575801, 0.572716, 30, 2019-10-15/05:37:12 0.576495, 0.572359, 31, 2019-10-15/06:07:01 0.576051, 0.571721, 32, 2019-10-15/06:36:44 0.573738, 0.571581, 33, 2019-10-15/07:06:34 0.574763, 0.570978, 34, 2019-10-15/07:36:18 0.579781, 0.571732, 35, 2019-10-15/08:06:03 0.574074, 0.570896, 36, 2019-10-15/08:35:45 0.57704, 0.571385, 37, 2019-10-15/09:05:26 0.575971, 0.570668, 38, 2019-10-15/09:35:07 0.573268, 0.570323, 39, 2019-10-15/10:04:49 0.574039, 0.570695, 40, 2019-10-15/10:34:26 0.577976, 0.570508, 41, 2019-10-15/11:04:13 0.574771, 0.570104, 42, 2019-10-15/11:33:53 0.573621, 0.569968, 43, 2019-10-15/12:03:40 0.575811, 0.570383, 44, 2019-10-15/12:33:27 0.573932, 0.570186, 45, 2019-10-15/13:03:11 0.572579, 0.569307, 46, 2019-10-15/13:32:57 0.57368, 0.56921, 47, 2019-10-15/14:02:42 0.573743, 0.569559, 48, 2019-10-15/14:32:26 0.573628, 0.568872, 49, 2019-10-15/15:02:03 0.575801, 0.569637, 50, 2019-10-15/15:31:46 0.571846, 0.569175, 51, 2019-10-15/16:01:27 0.572009, 0.569154, 52, 2019-10-15/16:31:14 0.573838, 0.568586, 53, 2019-10-15/17:00:55 0.571934, 0.569064, 54, 2019-10-15/17:30:35 0.572361, 0.568951, 55, 2019-10-15/18:00:26 0.572997, 0.56896, 56, 2019-10-15/18:30:16 0.571067, 0.568604, 57, 2019-10-15/19:00:04 0.573491, 0.568156, 58, 2019-10-15/19:29:54 0.57226, 0.568699, 59, 2019-10-15/19:59:40 0.570791, 0.568471, 60, 2019-10-15/20:29:25 0.57062, 0.568468, 61, 2019-10-15/20:59:08 0.571312, 0.568164, 62, 2019-10-15/21:28:54 0.571542, 0.568014, 63, 2019-10-15/21:58:44 0.572084, 0.567817, 64, 2019-10-15/22:28:26 0.571853, 0.567654, 65, 2019-10-15/22:58:09 0.574877, 0.568094, 66, 2019-10-15/23:27:52 0.572364, 0.568252, 67, 2019-10-15/23:57:35 0.573195, 0.568498, 68, 2019-10-16/00:27:19 0.572635, 0.567497, 69, 2019-10-16/00:57:05 0.572496, 0.568169, 70, 2019-10-16/01:26:51 0.570116, 0.568388, 71, 2019-10-16/01:56:35 0.57064, 0.56865, 72, 2019-10-16/02:26:20 0.571525, 0.568728, 73, 2019-10-16/02:56:10 0.57078, 0.568445, 74, 2019-10-16/03:25:54 0.5711, 0.567891, 75, 2019-10-16/03:55:43 0.571183, 0.568185, 76, 2019-10-16/04:25:27 0.571031, 0.568581, 77, 2019-10-16/04:55:16 0.572549, 0.567931, 78, 2019-10-16/05:25:00 0.576047, 0.568465, 79, 2019-10-16/05:54:43 0.571729, 0.567949, 80, 2019-10-16/06:24:29 0.570888, 0.567715, 81, 2019-10-16/06:54:16 0.572524, 0.567946, 82, 2019-10-16/07:23:54 0.57133, 0.567756, 83, 2019-10-16/07:53:33 0.570996, 0.567258, 84, 2019-10-16/08:23:07 0.570987, 0.567157, 85, 2019-10-16/08:52:46 0.572184, 0.567523, 86, 2019-10-16/09:22:26 0.570398, 0.567456, 87, 2019-10-16/09:52:10 0.573522, 0.567454, 88, 2019-10-16/10:21:46 0.571077, 0.567273, 89, 2019-10-16/10:51:26 0.570411, 0.567611, 90, 2019-10-16/11:21:10 0.570877, 0.566681, 91, 2019-10-16/11:50:51 0.570775, 0.567112, 92, 2019-10-16/12:20:33 0.569609, 0.566808, 93, 2019-10-16/12:50:17 0.569671, 0.566847, 94, 2019-10-16/13:19:56 0.572048, 0.566397, 95, 2019-10-16/13:49:35 0.572257, 0.56723, 96, 2019-10-16/14:19:24 0.572882, 0.56627, 97, 2019-10-16/14:49:13 0.568819, 0.566886, 98, 2019-10-16/15:19:03 0.569306, 0.566966, 99, 2019-10-16/15:48:50 0.569314, 0.567441, 100, 2019-10-16/16:18:32 0.571223, 0.56663, 101, 2019-10-16/16:48:14 0.573163, 0.566623, 102, 2019-10-16/17:17:55 0.570051, 0.567049, 103, 2019-10-16/17:47:37 0.573817, 0.566371, 104, 2019-10-16/18:17:18 0.570824, 0.566781, 105, 2019-10-16/18:47:02 0.569604, 0.565958, 106, 2019-10-16/19:16:47 0.57135, 0.565989, 107, 2019-10-16/19:46:30 0.571326, 0.566137, 108, 2019-10-16/20:16:15 0.568765, 0.566287, 109, 2019-10-16/20:45:55 0.570789, 0.566259, 110, 2019-10-16/21:15:34 0.57017, 0.56614, 111, 2019-10-16/21:45:14 0.569639, 0.566281, 112, 2019-10-16/22:14:58 0.570279, 0.566104, 113, 2019-10-16/22:44:35 0.570705, 0.565413, 114, 2019-10-16/23:14:11 0.572483, 0.565639, 115, 2019-10-16/23:43:36 0.57031, 0.566028, 116, 2019-10-17/00:13:02 0.569974, 0.566117, 117, 2019-10-17/00:42:22 0.568483, 0.565606, 118, 2019-10-17/01:11:49 0.569791, 0.566244, 119, 2019-10-17/01:41:15 0.569978, 0.565384, 120, 2019-10-17/02:10:35 0.569585, 0.565926, 121, 2019-10-17/02:39:59 0.569107, 0.566108, 122, 2019-10-17/03:09:26 0.56965, 0.566193, 123, 2019-10-17/03:38:53 0.570388, 0.566044, 124, 2019-10-17/04:08:14 0.569908, 0.566309, 125, 2019-10-17/04:37:38 0.568383, 0.566195, 126, 2019-10-17/05:06:59 0.568982, 0.565969, 127, 2019-10-17/05:36:17 0.571052, 0.565892, 128, 2019-10-17/06:05:37 0.569236, 0.566465, 129, 2019-10-17/06:35:02 0.569305, 0.566214, 130, 2019-10-17/07:04:20 0.56899, 0.566179, 131, 2019-10-17/07:33:14 0.56852, 0.56533, 132, 2019-10-17/08:01:59 0.56958, 0.565734, 133, 2019-10-17/08:30:45 0.56943, 0.565922, 134, 2019-10-17/08:59:33 0.56993, 0.566304, 135, 2019-10-17/09:28:18 0.571231, 0.565609, 136, 2019-10-17/09:57:11 0.571187, 0.56582, 137, 2019-10-17/10:26:05 0.568404, 0.566156, 138, 2019-10-17/10:54:57 0.569539, 0.565667, 139, 2019-10-17/11:23:57 0.569168, 0.565772, 140, 2019-10-17/11:52:50 0.569458, 0.565574, 141, 2019-10-17/12:21:48 0.57057, 0.56622, 142, 2019-10-17/12:50:40 0.569575, 0.566044, 143, 2019-10-17/13:19:39 0.568471, 0.565699, 144, 2019-10-17/13:48:37 0.571587, 0.565732, 145, 2019-10-17/14:17:34 0.569633, 0.565862, 146, 2019-10-17/14:46:31 0.568291, 0.565567, 147, 2019-10-17/15:15:28 0.571227, 0.566037, 148, 2019-10-17/15:44:19 0.57042, 0.566076, 149, 2019-10-17/16:13:09 0.569858, 0.565549, 150, 2019-10-17/16:41:57 0.573188, 0.565694, 151, 2019-10-17/17:10:48 0.569664, 0.566264, 152, 2019-10-17/17:39:38 0.569076, 0.565861, 153, 2019-10-17/18:08:32 0.569243, 0.56557, 154, 2019-10-17/18:37:23 0.569204, 0.566293, 155, 2019-10-17/19:06:13 0.570464, 0.565969, 156, 2019-10-17/19:35:04 0.570235, 0.56621, 157, 2019-10-17/20:03:55 0.569778, 0.5657, 158, 2019-10-17/20:32:46 0.571933, 0.565763, 159, 2019-10-17/21:01:36 0.568892, 0.56582, 160, 2019-10-17/21:30:26 0.568192, 0.565744, 161, 2019-10-17/21:59:17 0.568505, 0.567129, 162, 2019-10-17/22:28:07 0.578654, 0.56574, 163, 2019-10-17/22:57:02 0.569155, 0.566399, 164, 2019-10-17/23:25:52 0.568587, 0.56545, 165, 2019-10-17/23:54:40 0.569066, 0.565896, 166, 2019-10-18/00:23:29 0.568654, 0.566076, 167, 2019-10-18/00:52:19 0.574158, 0.567179, 168, 2019-10-18/01:21:10 0.570499, 0.568622, 169, 2019-10-18/01:49:59 0.570917, 0.567088, 170, 2019-10-18/02:18:47 0.569809, 0.567319, 171, 2019-10-18/02:47:34 0.570601, 0.567265, 172, 2019-10-18/03:16:25 0.572193, 0.566682, 173, 2019-10-18/03:45:12 0.570128, 0.566508, 174, 2019-10-18/04:14:00 0.570441, 0.566323, 175, 2019-10-18/04:42:49 0.570027, 0.566945, 176, 2019-10-18/05:11:40 0.569624, 0.567103, 177, 2019-10-18/05:40:31 0.571452, 0.566689, 178, 2019-10-18/06:09:24 0.571192, 0.567906, 179, 2019-10-18/06:38:14 0.570399, 0.568139, 180, 2019-10-18/07:07:02 0.570447, 0.567204, 181, 2019-10-18/07:35:48 0.572601, 0.566458, 182, 2019-10-18/08:04:43 0.571677, 0.566956, 183, 2019-10-18/08:33:32 0.571035, 0.566734, 184, 2019-10-18/09:02:22 0.57085, 0.565646, 185, 2019-10-18/09:31:13 0.576748, 0.566437, 186, 2019-10-18/10:00:05 0.571117, 0.566243, 187, 2019-10-18/10:28:55 0.571854, 0.566146, 188, 2019-10-18/10:57:44 0.568674, 0.566261, 189, 2019-10-18/11:26:36 0.568835, 0.566218, 190, 2019-10-18/11:55:27 0.568589, 0.565667, 191, 2019-10-18/12:24:20 0.570092, 0.565695, 192, 2019-10-18/12:53:14 0.569973, 0.566416, 193, 2019-10-18/13:22:14 0.571826, 0.566729, 194, 2019-10-18/13:51:05 0.5691, 0.565601, 195, 2019-10-18/14:19:56 0.568878, 0.566141, 196, 2019-10-18/14:48:48 0.569677, 0.565567, 197, 2019-10-18/15:17:42 0.56991, 0.565341, 198, 2019-10-18/15:46:32 0.569117, 0.565672, 199, 2019-10-18/16:15:24 0.568488, 0.565229, 200, 2019-10-18/16:44:14
sqummy
commented
5 years ago From the results, the effect of learning is not obvious, is the 3d model you uploaded generated by the 200th epoch?
sqummy
commented
5 years ago I used the 3d version to perform a speech enhancement experiment, and the effect is still very good.
anicolson
commented
5 years ago 175th epoch. By plotting the error curve, it can be understood. This is not the validation error for model 3d however. This is a similar model however. I can get the proper error for 3d after the weekend.
sqummy
commented
5 years ago I trained on timit dataset using my own noise set and found that high frequency damage is more serious. Have you ever encountered this phenomenon? @anicolson
sqummy
commented
5 years ago Again, do you deliberately remove the part that contains human voice in the process of picking noise?
anicolson
commented
5 years ago It largely depends on your training data. Also, the TIMIT corpus contains shorter length speech files. Consider that the receptive field of the resnet is larger than most of these files. No criteria is used when selecting noise files, and no removal of voiced sections is performed on the noise.
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From: sqummy notifications@github.com Sent: Tuesday, October 29, 2019 5:32:47 PM To: anicolson/DeepXi DeepXi@noreply.github.com Cc: Aaron Nicolson aaron.nicolson@griffithuni.edu.au; Mention mention@noreply.github.com Subject: Re: [anicolson/DeepXi] Training a own noice error (#11)
Again, do you deliberately remove the part that contains human voice in the process of picking noise?
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sqummy
commented
5 years ago Have you tried using only a few frames to train or infer? In some real-time scenarios, this condition is necessary especially when infer, I tried some methods, but the results are not satisfactory, the performance often worse than that of using the entire speech.
anicolson
commented
5 years ago There will be an update in the next couple of weeks to address this issue. Sequence-wise layer norm was used instead of frame-wise layer norm.
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From: sqummy notifications@github.com Sent: Tuesday, October 29, 2019 10:09:56 PM To: anicolson/DeepXi DeepXi@noreply.github.com Cc: Aaron Nicolson aaron.nicolson@griffithuni.edu.au; Mention mention@noreply.github.com Subject: Re: [anicolson/DeepXi] Training a own noice error (#11)
Have you tried using only a few frames to train or infer? In some real-time scenarios, this condition is necessary especially when infer, I tried some methods, but the results are not satisfactory, the performance often worse than that of using the entire speech.
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Training... WARNING:tensorflow:From /home/giuser/.local/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. 2019-10-19 13:24:47.622125: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile. Training E101 (ver=3d, gpu=, params=1.97555e+06)... 0%| | 0/8 [00:00<?, ?it/s]Trainer and Loss [<tf.Operation 'adam_opt/Adam' type=NoOp>, <tf.Tensor 'Mean:0' shape=() dtype=float32>] mbatch_err:::::::: nan mbatch_count:::::::: 0 12%|████████████████ | 1/8 [00:16<01:54, 16.33s/it]Trainer and Loss [<tf.Operation 'adam_opt/Adam' type=NoOp>, <tf.Tensor 'Mean:0' shape=() dtype=float32>] mbatch_err:::::::: nan mbatch_count:::::::: 0 25%|████████████████████████████████ | 2/8 [00:16<01:09, 11.61s/it]Trainer and Loss [<tf.Operation 'adam_opt/Adam' type=NoOp>, <tf.Tensor 'Mean:0' shape=() dtype=float32>] mbatch_err:::::::: nan mbatch_count:::::::: 0 38%|████████████████████████████████████████████████ | 3/8 [00:17<00:41, 8.30s/it]Trainer and Loss [<tf.Operation 'adam_opt/Adam' type=NoOp>, <tf.Tensor 'Mean:0' shape=() dtype=float32>] mbatch_err:::::::: nan mbatch_count:::::::: 0 50%|████████████████████████████████████████████████████████████████ | 4/8 [00:18<00:24, 6.02s/it]Trainer and Loss [<tf.Operation 'adam_opt/Adam' type=NoOp>, <tf.Tensor 'Mean:0' shape=() dtype=float32>] mbatch_err:::::::: nan mbatch_count:::::::: 0 62%|████████████████████████████████████████████████████████████████████████████████ | 5/8 [00:18<00:13, 4.39s/it]Trainer and Loss [<tf.Operation 'adam_opt/Adam' type=NoOp>, <tf.Tensor 'Mean:0' shape=() dtype=float32>] mbatch_err:::::::: nan mbatch_count:::::::: 0 75%|████████████████████████████████████████████████████████████████████████████████████████████████ | 6/8 [00:19<00:06, 3.20s/it]Trainer and Loss [<tf.Operation 'adam_opt/Adam' type=NoOp>, <tf.Tensor 'Mean:0' shape=() dtype=float32>] mbatch_err:::::::: nan mbatch_count:::::::: 0 88%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████ | 7/8 [00:19<00:02, 2.38s/it]Trainer and Loss [<tf.Operation 'adam_opt/Adam' type=NoOp>, <tf.Tensor 'Mean:0' shape=() dtype=float32>] mbatch_err:::::::: nan mbatch_count:::::::: 0 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 8/8 [00:19<00:00, 2.50s/it] Validation error for E101... 0%| | 0/1 [00:00<?, ?it/s]100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:01<00:00, 1.78s/it] Traceback (most recent call last): File "deepxi.py", line 256, in
if args.train: train(sess, net, args)
File "deepxi.py", line 200, in train
(epoch_comp, train_err/mbatch_count, val_error))
ZeroDivisionError: division by zero