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deepspeech训练不收敛,训练函数不下降。 #195

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lyhns opened this issue Aug 1, 2024 · 1 comment
Open

deepspeech训练不收敛,训练函数不下降。 #195

lyhns opened this issue Aug 1, 2024 · 1 comment
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@lyhns
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lyhns commented Aug 1, 2024

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

  • Hardware Environment(Ascend/GPU/CPU) / 硬件环境: 4张3090,cuda11.1,openmpi 4.1.4

Please delete the backend not involved / 请删除不涉及的后端:
/device ascend/GPU/CPU/kirin/等其他芯片

  • Software Environment / 软件环境 (Mandatory / 必填):
    -- MindSpore version (e.g., 1.7.0.Bxxx) :202.14
    -- Python version (e.g., Python 3.7.5) :3.8
    -- OS platform and distribution (e.g., Linux Ubuntu 16.04):ubuntu 18.04
    -- GCC/Compiler version (if compiled from source):

  • Excute Mode / 执行模式 (Mandatory / 必填)(PyNative/Graph):Graph

Please delete the mode not involved / 请删除不涉及的模式:
/mode pynative
/mode graph

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

@lyhns lyhns added the bug Something isn't working label Aug 1, 2024
@PingqiLi
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PingqiLi commented Aug 7, 2024

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。

@PingqiLi PingqiLi reopened this Aug 22, 2024
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