run ->
python main.py
to create submission
python eval.py --mode 'sub' --ckpt ...[pth_to_ckpt]
to validate a model
python eval.py --mode 'eval' --ckpt ...[pth_to_ckpt]
| model | frames | raster s. | pixel s. | batch s. | worker | it | total (epoch) |
|---|---|---|---|---|---|---|---|
| effnet-b1 | 65 | 300x300 | 0.4,0.4 | 16 | 32 | 2.54s/it | 123h |
| effnet-b1 | 65 | 300x300 | 0.4,0.4 | 16 | 4 | 2.65s/it | 128h |
| effnet-b1 | 65 | 300x300 | 0.4,0.4 | 32 | 8 | 4.90s/it | 118h |
| effnet-b1 | 65 | 300x300 | 0.4,0.4 | 64 | 16 | 9.37s/it | 116h |
| effnet-b7 | 25 | 224x160 | 0.4,0.4 | 64 | 16 | 4.04s/it | 48h |
| effnet-b7 | 65 | 300x300 | 0.4,0.4 | 16 | 4 | 2.67s/it | 130h |