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rhoen avatar rhoen commented on May 24, 2024

When I was first running the script I was seeing out of memory errors too. I was able to get it running by reducing the image size. I’ve read online elsewhere that reducing batch size can sometimes help, but I think the default batch size is already pretty low at 3, and reducing it to 1 didn’t help me. For reference my gpu has 2 gigs of ram and I was able to get running with an image size of 64.

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lucidrains avatar lucidrains commented on May 24, 2024

@sjoerdju You can also adjust the network capacity! --network-capacity {num} I think the default is somewhere around 16

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lucidrains avatar lucidrains commented on May 24, 2024

@sjoerdju I'll add some documentation around this soon, I wasn't expecting this much interest

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sjoerdju avatar sjoerdju commented on May 24, 2024

Thnx for both of your comments! I'll try and let you know if it worked.

Documentation would be fantastic. Let me know if I can be of any help. I'm rather green in this field so a script like this is great for trial and error :)

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lucidrains avatar lucidrains commented on May 24, 2024

@sjoerdju yes! perhaps once you get it working, just let me know what would have helped, and I'll add it to the readme. I should definitely document the network capacity (which defines the capacity of the neural network) somewhere

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lucidrains avatar lucidrains commented on May 24, 2024

added some instructions in the Readme here ef9474f

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