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syedasaraCodeNinja avatar syedasaraCodeNinja commented on August 19, 2024 2

Did your model give reasonable predictions because the training loss is NAN in both steps?

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Bushramjad avatar Bushramjad commented on August 19, 2024

It's about 7 hours of recorded data, which was then split for training and testing.

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syedasaraCodeNinja avatar syedasaraCodeNinja commented on August 19, 2024

Average duration of each audio?

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Bushramjad avatar Bushramjad commented on August 19, 2024

@syedasaraCodeNinja 2 sec each

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Asifm93 avatar Asifm93 commented on August 19, 2024

I am training similar model to this model on other local language using colab pro 40 GB GPU still it says out of memory error ; Training data is around 4-7 hours. Can you connect with me to help out to your extent ; [email protected]

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syedasara98 avatar syedasara98 commented on August 19, 2024

What is the duration of your each audio file?

I am training similar model to this model on other local language using colab pro 40 GB GPU still it says out of memory error ; Training data is around 4-7 hours. Can you connect with me to help out to your extent ; [email protected]

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Asifm93 avatar Asifm93 commented on August 19, 2024

Min 2 sec max 55 sec

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syedasara98 avatar syedasara98 commented on August 19, 2024

55 seconds is too large. The duration of audio file should be from 2 secs to 8 secs.
Secondly, change the "per_device_train_batch_size" from 16 to 8 or 4. The memory error could be because of large batch size

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Asifm93 avatar Asifm93 commented on August 19, 2024

Yes tried different options still getting same can you have look at code if possible ?

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syedasara98 avatar syedasara98 commented on August 19, 2024

Yeah sure.

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Asifm93 avatar Asifm93 commented on August 19, 2024

alright just email when you have enough time thank you ; [email protected]

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Asifm93 avatar Asifm93 commented on August 19, 2024

Yeah sure.

??

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Asifm93 avatar Asifm93 commented on August 19, 2024

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