NVIDIA / DeepLearningExamples

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[Help Me] How to fine-tune WaveGlow for ENGLISH to HINDI. Pretrained model mismatching #763

Closed MuruganR96 closed 3 years ago

MuruganR96 commented 3 years ago
CUDA Version:
Cuda compilation tools, release 11.0, V11.0.167
Build cuda_11.0_bu.TC445_37.28358933_0
git clone https://github.com/NVIDIA/DeepLearningExamples.git
cd DeepLearningExamples/PyTorch/SpeechSynthesis/Tacotron2

bash scripts/docker/build.sh
bash scripts/docker/interactive.sh
bash scripts/prepare_mels.sh

--epochs - number of epochs (Tacotron 2: 1501, WaveGlow: 1001)
--learning-rate - learning rate (Tacotron 2: 1e-3, WaveGlow: 1e-4)
--batch-size - batch size (Tacotron 2 FP16/FP32: 104/48, WaveGlow FP16/FP32: 10/4)
--amp - use mixed precision training

1st Try: WaveGlow parameters --segment-length - 8000 --wn-channels - 256

WaveGlow Model: https://ngc.nvidia.com/catalog/models/nvidia:waveglow_ckpt_amp_256/files

WaveGlow FP16 Single GPU:

python train.py -m WaveGlow -o ./ -lr 1e-4 --epochs 1001 -bs 10 \
--segment-length 8000 --weight-decay 0 --grad-clip-thresh 65504.0 \
--cudnn-enabled --cudnn-benchmark --log-file nvlog.json \
--training-files filelists/hindi_audio_text_train_filelist.txt  \
--amp --validation-files filelists/hindi_audio_text_val_filelist.txt \
--wn-channels 256 --checkpoint-path backup/nvidia_waveglow256pyt_fp16

Traceback (most recent call last):
  File "train.py", line 559, in <module>
    main()
  File "train.py", line 415, in main
    args.amp, args.checkpoint_path, local_rank)
  File "train.py", line 252, in load_checkpoint
    torch.cuda.set_rng_state(checkpoint['cuda_rng_state_all'][device_id])
KeyError: 'cuda_rng_state_all'

2nd Try: WaveGlow parameters --segment-length - 16000 --wn-channels - 256

_waveglow_1076430_14000amp

python train.py -m WaveGlow -o ./ -lr 1e-4 --epochs 14500 -bs 10 --segment-length 16000 \
--weight-decay 0 --grad-clip-thresh 65504.0 --cudnn-enabled --cudnn-benchmark --log-file nvlog.json \
--training-files filelists/hindi_audio_text_train_filelist.txt \
--amp --validation-files filelists/hindi_audio_text_val_filelist.txt \
--wn-channels 256 --checkpoint-path backup/waveglow_1076430_14000_amp
Traceback (most recent call last):
  File "train.py", line 559, in <module>
    main()
  File "train.py", line 415, in main
    args.amp, args.checkpoint_path, local_rank)
  File "train.py", line 260, in load_checkpoint
    model.load_state_dict(checkpoint['state_dict'])
  File "/opt/conda/lib/python3.6/site-packages/torch/nn/modules/module.py", line 879, in load_state_dict
    self.__class__.__name__, "\n\t".join(error_msgs)))
RuntimeError: Error(s) in loading state_dict for WaveGlow:
    Missing key(s) in state_dict: "upsample.weight", "upsample.bias", "WN.0.in_layers.0.bias", "WN.0.in_layers.0.weight_g", "WN.0.in_layers.0.weight_v", "WN.0.in_layers.1.bias", "WN.0.in_layers.1.weight_g", "WN.0.in_layers.1.weight_v", "WN.0.in_layers.2.bias", "WN.0.in_layers.2.weight_g", "WN.0.in_layers.2.weight_v", "WN.0.in_layers.3.bias", "WN.0.in_layers.3.weight_g", "WN.0.in_layers.3.weight_v", "WN.0.in_layers.4.bias", "WN.0.in_layers.4.weight_g", "WN.0.in_layers.4.weight_v", "WN.0.in_layers.5.bias", "WN.0.in_layers.5.weight_g", "WN.0.in_layers.5.weight_v", "WN.0.in_layers.6.bias", "WN.0.in_layers.6.weight_g", "WN.0.in_layers.6.weight_v", "WN.0.in_layers.7.bias", "WN.0.in_layers.7.weight_g", "WN.0.in_layers.7.weight_v", "WN.0.res_skip_layers.0.bias", "WN.0.res_skip_layers.0.weight_g", "WN.0.res_skip_layers.0.weight_v", "WN.0.res_skip_layers.1.bias", "WN.0.res_skip_layers.1.weight_g", "WN.0.res_skip_layers.1.weight_v", "WN.0.res_skip_layers.2.bias", 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wget https://api.ngc.nvidia.com/v2/models/nvidia/waveglow_ckpt_amp_256/versions/20.01.0/files/nvidia_waveglow256pyt_fp16.pt

3rd Try: WaveGlow parameters --segment-length - 8000 --wn-channels - 256

WaveGlow FP16 Single GPU:

python train.py -m WaveGlow -o ./ -lr 1e-4 --epochs 1001 -bs 10 \
--segment-length 8000 --weight-decay 0 --grad-clip-thresh 65504.0 \
--cudnn-enabled --cudnn-benchmark --log-file nvlog.json \
--training-files filelists/hindi_audio_text_train_filelist.txt  \
--amp --validation-files filelists/hindi_audio_text_val_filelist.txt \
--wn-channels 256 --checkpoint-path backup/nvidia_waveglow256pyt_fp16.pt
Traceback (most recent call last):
  File "train.py", line 559, in <module>
    main()
  File "train.py", line 415, in main
    args.amp, args.checkpoint_path, local_rank)
  File "train.py", line 260, in load_checkpoint
    model.load_state_dict(checkpoint['state_dict'])
  File "/opt/conda/lib/python3.6/site-packages/torch/nn/modules/module.py", line 879, in load_state_dict
    self.__class__.__name__, "\n\t".join(error_msgs)))
RuntimeError: Error(s) in loading state_dict for WaveGlow:
    Missing key(s) in state_dict: "upsample.weight", "upsample.bias", "WN.0.in_layers.0.bias", "WN.0.in_layers.0.weight_g", "WN.0.in_layers.0.weight_v", "WN.0.in_layers.1.bias", "WN.0.in_layers.1.weight_g", "WN.0.in_layers.1.weight_v", "WN.0.in_layers.2.bias", "WN.0.in_layers.2.weight_g", "WN.0.in_layers.2.weight_v", "WN.0.in_layers.3.bias", "WN.0.in_layers.3.weight_g", "WN.0.in_layers.3.weight_v", "WN.0.in_layers.4.bias", "WN.0.in_layers.4.weight_g", "WN.0.in_layers.4.weight_v", "WN.0.in_layers.5.bias", "WN.0.in_layers.5.weight_g", "WN.0.in_layers.5.weight_v", "WN.0.in_layers.6.bias", "WN.0.in_layers.6.weight_g", "WN.0.in_layers.6.weight_v", "WN.0.in_layers.7.bias", "WN.0.in_layers.7.weight_g", "WN.0.in_layers.7.weight_v", "WN.0.res_skip_layers.0.bias", "WN.0.res_skip_layers.0.weight_g", "WN.0.res_skip_layers.0.weight_v", "WN.0.res_skip_layers.1.bias", "WN.0.res_skip_layers.1.weight_g", "WN.0.res_skip_layers.1.weight_v", "WN.0.res_skip_layers.2.bias", 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4th Try: WaveGlow parameters --segment-length - 8000 --wn-channels - 256

_waveglow_256channels_ljsv3.pt

WaveGlow FP16 Single GPU: python train.py -m WaveGlow -o ./ -lr 1e-4 --epochs 1001 -bs 10 --segment-length 8000 --weight-decay 0 --grad-clip-thresh 65504.0 --cudnn-enabled --cudnn-benchmark --log-file nvlog.json --training-files filelists/hindi_audio_text_train_filelist.txt --amp --validation-files filelists/hindi_audio_text_val_filelist.txt --wn-channels 256 --checkpoint-path backup/waveglow_256channels_ljs_v3.pt


Traceback (most recent call last):
  File "train.py", line 559, in <module>
    main()
  File "train.py", line 415, in main
    args.amp, args.checkpoint_path, local_rank)
  File "train.py", line 248, in load_checkpoint
    checkpoint = torch.load(filepath, map_location='cpu')
  File "/opt/conda/lib/python3.6/site-packages/torch/serialization.py", line 580, in load
    return _legacy_load(opened_file, map_location, pickle_module, **pickle_load_args)
  File "/opt/conda/lib/python3.6/site-packages/torch/serialization.py", line 760, in _legacy_load
    result = unpickler.load()
ModuleNotFoundError: No module named 'glow'

@GrzegorzKarchNV sir, and everyone, please help me to download right version WaveGlow pretrained model with finetuning command sir. Ex. --segment-length - 8000 --wn-channels - 256

Thanks Murugan Rajenthiran

MuruganR96 commented 3 years ago

Solved the issue. Finetuning is going fine with WaveGlow English to Hindi. here refer this issue

model you will download here. because i strugged to download these model files. not available for sometimes.

Thank you so much @CookiePPP sir, @GrzegorzKarchNV sir. :)