Rayhane-mamah / Tacotron-2

DeepMind's Tacotron-2 Tensorflow implementation
MIT License
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question about tensorflow version #253

Open ij00 opened 6 years ago

ij00 commented 6 years ago

I have tried to train LJSpeech-1.1 as 'python3 train.py', but I have got an error like this. So, can you tell me which version of tensorflow you used? I used tensorflow 1.3.


Using TensorFlow backend. Traceback (most recent call last): File "train.py", line 11, in from wavenet_vocoder.train import wavenet_train File "/repo/Tacotron-2/wavenet_vocoder/train.py", line 16, in from wavenet_vocoder.models import create_model File "/repo/Tacotron-2/wavenet_vocoder/models/init.py", line 1, in from .wavenet import WaveNet File "/repo/Tacotron-2/wavenet_vocoder/models/wavenet.py", line 10, in from .modules import (Conv1D1x1, ConvTranspose2D, ConvTranspose1D, DiscretizedMixtureLogisticLoss, Embedding, GaussianMaximumLikelihoodEstimation, File "/repo/Tacotron-2/wavenet_vocoder/models/modules.py", line 43, in class WeightNorm(tf.keras.layers.Wrapper): AttributeError: module 'tensorflow' has no attribute 'keras'


After referring some previous issues, I upgraded tensorflow-gpu to 1.6. But, still it returned an error. Would you help me to solve this issue? For now, I run 'train.py' after commenting out line 43 of 'tacotron/models/custom_decoder.py'


Loaded metadata for 13100 examples (23.23 hours) WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/python/util/deprecation.py:497: calling conv1d (from tensorflow.python.ops.nn_ops) with data_format=NHWC is deprecated and will be removed in a future version. Instructions for updating: NHWC for data_format is deprecated, use NWC instead Traceback (most recent call last): File "train.py", line 138, in main() File "train.py", line 132, in main train(args, log_dir, hparams) File "train.py", line 52, in train checkpoint = tacotron_train(args, log_dir, hparams) File "/disk1/iljoo/repo/Tacotron-2/tacotron/train.py", line 376, in tacotron_train return train(log_dir, args, hparams) File "/disk1/iljoo/repo/Tacotron-2/tacotron/train.py", line 156, in train model, stats = model_train_mode(args, feeder, hparams, global_step) File "/disk1/iljoo/repo/Tacotron-2/tacotron/train.py", line 87, in model_train_mode is_training=True, split_infos=feeder.split_infos) File "/disk1/iljoo/repo/Tacotron-2/tacotron/models/tacotron.py", line 168, in initialize CustomDecoder(decoder_cell, self.helper, decoder_init_state), File "/disk1/iljoo/repo/Tacotron-2/tacotron/models/custom_decoder.py", line 43, in init rnn_cell_impl.assert_like_rnncell(type(cell), cell) AttributeError: module 'tensorflow.python.ops.rnn_cell_impl' has no attribute 'assert_like_rnncell'


gloriouskilka commented 6 years ago

@ij00 Hello. This is due to old tensorflow installed. You can update tensorflow, just comment that line, or find replacement in your version of tensorflow using google

n5-suzuki commented 6 years ago

@ij00 This repository requires tensorflow 1.7 or higher.

ij00 commented 6 years ago

@gloriouskilka , @n5-suzuki Thank you for your advice. I will try it again after updating tensorflow.