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Inference about alpro HOT 3 CLOSED

salesforce avatar salesforce commented on May 23, 2024
Inference

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Comments (3)

dxli94 avatar dxli94 commented on May 23, 2024

The best checkpoints were selected and renamed manually based on validation results.

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avinashsai avatar avinashsai commented on May 23, 2024

Thanks for your reply. How much time does it take to fine-tune a model eg: MSVD. I am using 8 gpus and 1 epoch takes almost 40 hours.

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dxli94 avatar dxli94 commented on May 23, 2024

We use 8 x A100 (40Gb) for VideoQA models, n_frames=16, input to Timesformer=224x224. Total training time for 15 epoch is in a couple of hours. 10 epochs usually gave good enough results.

40 hours per epoch sounds a bit unexpected. But please refer to the spec above for reference.

You may also profile your code to better understand what's going on.

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