Awesome
Optimizers and tests
Every result is avg of 20 runs.
| Dataset | LR Schedule | Imagenette size 128, 5 epoch | Imagewoof size 128, 5 epoch |
|---|---|---|---|
| Adam - baseline | OneCycle | 0.8493 | 0.6125 |
| RangerLars (RAdam + LARS + Lookahead) | Flat and anneal | 0.8732 | 0.6523 |
| Ralamb (RAdam + LARS) | Flat and anneal | 0.8675 | 0.6367 |
| Ranger (RAdam + Lookahead) | Flat and anneal | 0.8594 | 0.5946 |
| Novograd | Flat and anneal | 0.8711 | 0.6126 |
| Radam | Flat and anneal | 0.8444 | 0.537 |
| Lookahead | OneCycle | 0.8578 | 0.6106 |
| Lamb | OneCycle | 0.8400 | 0.5597 |
| DiffGrad | OneCycle | 0.8527 | 0.5912 |
| AdaMod | OneCycle | 0.8473 | 0.6132 |