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2 changes: 1 addition & 1 deletion references/video_classification/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -18,7 +18,7 @@ We assume the training and validation AVI videos are stored at `/data/kinectics4

Run the training on a single node with 8 GPUs:
```bash
torchrun --nproc_per_node=8 train.py --data-path=/data/kinectics400 --train-dir=train --val-dir=val --batch-size=16 --cache-dataset --sync-bn --apex
torchrun --nproc_per_node=8 train.py --data-path=/data/kinectics400 --train-dir=train --val-dir=val --batch-size=16 --cache-dataset --sync-bn --amp
```

**Note:** all our models were trained on 8 nodes with 8 V100 GPUs each for a total of 64 GPUs. Expected training time for 64 GPUs is 24 hours, depending on the storage solution.
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