Fine-Tuning VideoMAE-Base on UCF101
An experiment to fine tune videomae with UCF101 with mixup and without mixup.
Created on November 10|Last edited on November 10
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Experiment - Mixup vs. No Mixup
I had killed the mixup run and had to continue it, so there are two red lines for it...now letting it finish 40 epochs.
It also appears I ran both these with topk=2 instead of 5 for top5 acc. Should probably redo eval to check results. Also not doing correct crop/segment logic for eval. (Edit: I did,
- final eval acc: 0.758209764957428
- final eval acc top 5: 0.8983050584793091
- Had to use pytorchvideo main branch for loss fn
Training Results
Run set
3
Run set
3
Evaluation Results
Run set
3
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