Classification on MNIST (Max Accuracy, Speedup)
74.2Max AccuracyWSBD-Adam
Evaluation results
| Method | Links | ||
|---|---|---|---|
| WSBD-AdamModel Size=10q 5l, Optimizer Type=WSBD2026.02 | 74.2 | 17.6 | |
| AdamModel Size=10q 5l, Optimizer Type=Standard2026.02 | 73.7 | — | |
| WSBD-AdamModel Size=4q 2l, Optimizer Type=WSBD2026.02 | 70.4 | 46.2 | |
| AdamModel Size=4q 2l, Optimizer Type=Standard2026.02 | 70.2 | — | |
| WSBD-AdamModel Size=8q 3l, Optimizer Type=WSBD2026.02 | 68.7 | 30.2 | |
| AdamModel Size=8q 3l, Optimizer Type=Standard2026.02 | 68.5 | — | |
| WSBD-SGDModel Size=4q 2l, Optimizer Type=WSBD2026.02 | 59.9 | 80.3 | |
| SGDModel Size=4q 2l, Optimizer Type=Standard2026.02 | 58.1 | — | |
| WSBD-SGDModel Size=10q 5l, Optimizer Type=WSBD2026.02 | 57.5 | 29.3 | |
| SGDModel Size=10q 5l, Optimizer Type=Standard2026.02 | 56.6 | — | |
| WSBD-SGDModel Size=8q 3l, Optimizer Type=WSBD2026.02 | 49.9 | 38.5 | |
| SGDModel Size=8q 3l, Optimizer Type=Standard2026.02 | 49.6 | — |