seujung commented on issue #13735: update wavenet codes
URL: https://github.com/apache/incubator-mxnet/pull/13735#issuecomment-484099931
 
 
   @GHGmc2   I found a bug in main.py. I solve the problem. And I push the 
code. 
https://github.com/apache/incubator-mxnet/pull/13735/commits/83e588598b32a8a50f480e505a581eeee2ac4dc8
   
   
   ## Training
   python main.py --epochs=1
   Namespace(batch_size=64, dilation_depth=10, epochs=1, 
load_file='parametric-2.wav', mu=128, n_repeat=2, n_residue=24, n_skip=128, 
save_file='', seq_size=20000, use_gpu=False)
     0%|                                                     | 0/1 [00:00<?, 
?it/s]/Users/digit82/anaconda3/lib/python3.6/site-packages/mxnet/gluon/block.py:540:
 UserWarning: Parameter wavenet0_conv80_bias, wavenet0_conv80_weight is not 
used by any computation. Is this intended?
     out = self.forward(*args)
   epoch 0, loss 80707.8125
   100%|████████████████████████████████████████████| 1/1 [03:37<00:00, 
217.17s/it]
   
   ## Inference
   
   python generate_sound.py --gen_size=100
   Namespace(batch_size=64, dilation_depth=10, epochs=1, gen_size=100, 
load_file='parametric-2.wav', 
model_path='./models/best_perf_epoch_963_loss_9.889945983886719', mu=128, 
n_repeat=2, n_residue=24, n_skip=128, save_file='wav.npy', seq_size=3000, 
use_gpu=False)
     0%|                                                                        
                    | 0/100 [00:00<?, 
?it/s]/Users/digit82/anaconda3/lib/python3.6/site-packages/mxnet/gluon/block.py:540:
 UserWarning: Parameter wavenet1_conv80_bias, wavenet1_conv80_weight is not 
used by any computation. Is this intended?
     out = self.forward(*args)
   
100%|██████████████████████████████████████████████████████████████████████████████████|
 100/100 [00:14<00:00,  6.93it/s]

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