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bomri avatar bomri commented on July 18, 2024

Hi @mlpen,
Yes, this seems a bit low for epoch 9.
Does your dataset is full and properly encoded?
See this page for Dataset Preparation

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mlpen avatar mlpen commented on July 18, 2024

Thanks for replying. I downloaded the dataset according to this repo and then follow the instructions from slowfast to prepare the dataset.

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bomri avatar bomri commented on July 18, 2024

How many videos do you have in your train and validation sets?

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mlpen avatar mlpen commented on July 18, 2024

240214 in train set and 19879 in val set.

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bomri avatar bomri commented on July 18, 2024

OK, those are not exactly the same numbers we have but close enough.

You can try and use our pre-trained model weights and only run evaluation on the valid set. It can help understand if the gap is related to data or something else.

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mlpen avatar mlpen commented on July 18, 2024

Ok, I will try the pre-trained weights. After the model training completed, the final val accuracy is 76.3 and train accuracy is 88.5.

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