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My valid loss =0, is this normal? #145

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hdmjdp opened this issue Mar 2, 2023 · 2 comments
Open

My valid loss =0, is this normal? #145

hdmjdp opened this issue Mar 2, 2023 · 2 comments

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@hdmjdp
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hdmjdp commented Mar 2, 2023

[2023-03-02 10:04:54,240][denoiser.solver][INFO] - Fine tuning from pre-trained model dns64
[2023-03-02 10:04:54,621][denoiser.solver][INFO] - ----------------------------------------------------------------------
[2023-03-02 10:04:54,622][denoiser.solver][INFO] - Training...
[2023-03-02 10:20:06,015][denoiser.solver][INFO] - Train | Epoch 1 | 824/2063 | 0.9 it/sec | Loss 0.00540
[2023-03-02 10:27:25,421][denoiser.solver][INFO] - Train | Epoch 1 | 1236/2063 | 0.9 it/sec | Loss 0.00527
[2023-03-02 10:34:45,114][denoiser.solver][INFO] - Train | Epoch 1 | 1648/2063 | 0.9 it/sec | Loss 0.00523
[2023-03-02 10:42:03,012][denoiser.solver][INFO] - Train | Epoch 1 | 2060/2063 | 0.9 it/sec | Loss 0.00519
[2023-03-02 10:42:05,891][denoiser.solver][INFO] - Train Summary | End of Epoch 1 | Time 2231.27s | Train Loss 0.00519
[2023-03-02 10:42:05,892][denoiser.solver][INFO] - New best valid loss 0.0000
[2023-03-02 10:42:06,029][denoiser.solver][INFO] - ----------------------------------------------------------------------
[2023-03-02 10:42:06,029][denoiser.solver][INFO] - Overall Summary | Epoch 1 | Train 0.00519 | Valid 0.00000 | Best 0.00000

I finnetuned dns64 on my own dataset, but the valid loss=0.

@adefossez
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It looks like your validation set is empty.

@hdmjdp
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hdmjdp commented Mar 3, 2023

It looks like your validation set is empty.

And "Train Loss 0.00519", is normal? I got the pesq is 1.3.

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