mindspore-lab / mindaudio

A toolbox of audio models and algorithms based on MindSpore
Apache License 2.0
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deepspeech训练不收敛,训练函数不下降。 #195

Open lyhns opened 4 months ago

lyhns commented 4 months ago

If this is your first time, please read our contributor guidelines: https://github.com/mindspore-lab/mindcv/blob/main/CONTRIBUTING.md

Describe the bug/ 问题描述 (Mandatory / 必填) 训练8轮,损失函数不下降,一直在1300附近波动

To Reproduce / 重现步骤 (Mandatory / 必填) Steps to reproduce the behavior:

  1. Go to '下载readme中的数据集,并flac转换成wav,使用100作为训练集,batch64,epoch70,lr0.0003和0.003都尝试过,4张3090'
  2. Click on '....'
  3. Scroll down to '....'
  4. See error 训练8轮,损失不下降。

Expected behavior / 预期结果 (Mandatory / 必填)正常训练,损失正常下降 A clear and concise description of what you expected to happen.

Screenshots/ 日志 / 截图 (Mandatory / 必填) If applicable, add screenshots to help explain your problem.如上,损失8轮都不下降

Additional context / 备注 (Optional / 选填) Add any other context about the problem here. readme中错误很多

PingqiLi commented 3 months ago

感谢您的反馈,deepspeech2 GPU目前尚不支持。使用npu+minddspore1.9.0可以复现readme的推理精度结果。