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ZhihaoDU avatar ZhihaoDU commented on May 30, 2024

The model is trained about 1.5 day on LibriTTS clean subset with an A800 GPU, and the batch size is 10240 tokens.

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Dinxin avatar Dinxin commented on May 30, 2024

on 8 A100 GPUs? The total duration is 6000 hours ?

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ZhihaoDU avatar ZhihaoDU commented on May 30, 2024

Only one A800 GPU. I think the duration of LibriTTS clean subset is about 244 hours

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a897456 avatar a897456 commented on May 30, 2024

The model is trained about 1.5 day on LibriTTS clean subset with an A800 GPU, and the batch size is 10240 tokens.

Hi @ZhihaoDU
10240 tokens?How do you calculate it?
speech_max_length / encoder_hop_length * batch_size = 40960 / 320 * 16 = 2048?

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a897456 avatar a897456 commented on May 30, 2024

@ZhihaoDU please
数据集132000个文件,如果设置batch_size=8, 两者相除等于16250,这是不是意味着如果还是保持num_iters_per_epoch=10000,这是不合适的。你可以分享一下,batch_size、num_iters_per_epoch、num_works怎么计算才比较合理?
另外你设置的input_size=1,也参与计算吗?

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