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I can train this model using one gpu? #7

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AselSiriwardena opened this issue Oct 31, 2020 · 2 comments
Closed

I can train this model using one gpu? #7

AselSiriwardena opened this issue Oct 31, 2020 · 2 comments

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@AselSiriwardena
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Hi, I have followed your which is awesome!
I wanted to train this model with some additional data. will it be possible to do it on a gtx 1660ti or a rtx 2060 laptop GPU?

I'm still a student. That's the best gpu I can afford right now.

Thanks!
@adityac8
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adityac8 commented Nov 1, 2020

HI @AselSiriwardena
Thank you for your interest in our work.
You can have a look at #5 for details on adjusting parameters, such as batch_size and n_feat for your GPU of 6GB memory.
Please note that changing these parameters would result in a trade-off between training time and performance.
Thanks

@AselSiriwardena
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Thank you so much for your reply!
I have one more question.

  • In Training Code #5 you have mentioned that you used two NVIDIA Tesla V100 GPUs. are you using a cloud service?

@swz30 swz30 closed this as completed Nov 2, 2020
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@adityac8 @AselSiriwardena @swz30