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Comments (5)

Mina1368 avatar Mina1368 commented on July 19, 2024

Hi,

Would you please say how much memory on GPU it is required to run the model?

Thank You

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deepcode123 avatar deepcode123 commented on July 19, 2024

hi, @Mina1368
about 820MB when I run the trained model
Thanks!

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culurciello avatar culurciello commented on July 19, 2024

save model as:

torch.save('filename.t7', model:clearState())

to make model take less disk space for deployment

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deepcode123 avatar deepcode123 commented on July 19, 2024

hi, @culurciello
I saved model in this way:

torch.save(filename, model:clearState():get(1))

or in this way:

model:clearState()
torch.save(filename, model)

both of these are the same for encoder, about 400M

I also tried "torch.save('filename.t7', model:clearState())"
but it's still the same, about 400M

Do you have any idea?
Thanks!

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FrancisGee avatar FrancisGee commented on July 19, 2024

When I want to trian ENet in Cityscape Dataset or Camvid Dataset, how much GPU memory should I use

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