Comments (5)
Hi, we updated a PR to fix the problem. You can check it! (we use: from diffusers.optimization import get_cosine_schedule_with_warmup)
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Hi, we updated a PR to fix the problem. You can check it! (we use: from diffusers.optimization import get_cosine_schedule_with_warmup)
Thanks for the reply. I'm using the NoamScheduler with a base_lr of 0.05 and 2000 warmup steps to train Valle. Have you tested the differences between NoamScheduler and "cosine_schedule_with_warmup"? If so, could you share which is better and the best parameters? Thanks again and looking for your reply.
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@HeCheng0625 Please follow up on this issue.
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Hi, we haven't test NoamScheduler, I think using AdamW with lr between 5e-5 to 1e-4 and cosine schedule with warmup steps between 5K to 1W steps will give a more stable training process.
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Hi, we haven't test NoamScheduler, I think using AdamW with lr between 5e-5 to 1e-4 and cosine schedule with warmup steps between 5K to 1W steps will give a more stable training process.
Thanks for sharing.
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Related Issues (20)
- [BUG]: GPU memory leak during GAN-based vocoders training HOT 2
- [BUG]: 'NS2Trainer' object has no attribute '_count_parameters' HOT 11
- [Help]: Is there any loss that linearly correlate to performance of TTA autoencoder? HOT 3
- [Dataset]: Audiocap dev and test files
- [Feature]: Audiocap dataset dev and test files HOT 2
- [Help]: Some questions about the SVC model HOT 2
- [BUG]: the lengths of the features after FACodecEncoderV2 is not match HOT 1
- [Help]: may i ask what is the diffrent between TTA and TTM? HOT 2
- [Help]: Infer AR solely for VALL-E? HOT 1
- [Help]: The difference between the FAcodec pretrained model "FACodecEncoderV2" vs "FACodecEncoder" HOT 1
- [Help]: RuntimeError: cuDNN error: CUDNN_STATUS_INTERNAL_ERROR HOT 2
- [Help]: Questions about FACodec's Parameter HOT 2
- [Feature]: Use ruff to improve code style HOT 1
- [BUG]: Uid format in `preprocessors/popbutfy.py` may be incorrect HOT 1
- [Feature]: Replace hand-craft hparams with dataclass and omegaconf framework HOT 1
- [Help]: something wrong with the run.sh on windows HOT 2
- [Help]: Performance Inferior to Demo Showcase in terms of "FACodec: Voice Conversion Samples" HOT 1
- [Help]: NaturalSpeech2 training and data preprocess issue HOT 4
- natural speech3 FACodec
- [Help]: Can use external pretrained codec for NeuralSpeech2
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