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DanJun6737 avatar DanJun6737 commented on May 24, 2024 1

Thank you very much for your answer.

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DanJun6737 avatar DanJun6737 commented on May 24, 2024

@mchorton

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mchorton avatar mchorton commented on May 24, 2024

Hi @DanJun6737,

For JPEG: Our collate functions handle variable-length samples. See here: https://github.com/apple/ml-cvnets/blob/main/data/collate_fns/byteformer_collate_functions.py

For the PNG experiments, the inputs should be the same length. The reason yours aren't is due to a bug, where compress_level was not being passed as a kwarg. As mentioned in our paper, we deactivate zlib compression in our experiments - this bit of code was missing. Note, our experimental results in the paper were not affected (the bug was introduced later, when refactoring the code).

The fix is here: fc62a84 . Please make sure to apply it to your experiments. You can just pull the update that I pushed to the main branch.

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