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Update README.md (#607)
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make --dataset-resampled flag visually more prominent
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wendlerc authored Aug 26, 2023
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Expand Up @@ -183,7 +183,7 @@ numerical results as the naïve method.
#### Epochs
For larger datasets (eg Laion2B), we recommend setting --train-num-samples to a lower value than the full epoch, for example `--train-num-samples 135646078` to 1/16 of an epoch in conjunction with --dataset-resampled to do sampling with replacement. This allows having frequent checkpoints to evaluate more often.
For larger datasets (eg Laion2B), we recommend setting `--train-num-samples` to a lower value than the full epoch, for example `--train-num-samples 135646078` to 1/16 of an epoch in conjunction with `--dataset-resampled` to do sampling with replacement. This allows having frequent checkpoints to evaluate more often.
#### Patch Dropout
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