Image Classification on Tiny-ImageNet homogeneous (test)
53.69Test AccuracyOrLoMo
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OrLoMoBackbone=ResNet32, Workers=8, Local Iterations=82026.01 | 53.69 | 1.33 | |
| PRSGDmBackbone=ResNet32, Workers=8, Local Iterations=82026.01 | 53.64 | 1.34 | |
| local OrMo-DABackbone=ResNet32, Workers=8, Local Iterations=82026.01 | 53.59 | 1.3 | |
| local OrMo-DABackbone=ResNet32, Workers=8, Local Iterations=162026.01 | 53.13 | 1.38 | |
| OrLoMoBackbone=ResNet32, Workers=8, Local Iterations=162026.01 | 52.9 | 1.45 | |
| PRSGDmBackbone=ResNet32, Workers=8, Local Iterations=162026.01 | 52.89 | 1.46 | |
| PRSGDmBackbone=ResNet32, Workers=16, Local Iterations=82026.01 | 52.75 | 1.46 | |
| OrLoMoBackbone=ResNet32, Workers=16, Local Iterations=82026.01 | 52.66 | 1.46 | |
| local OrMo-DABackbone=ResNet32, Workers=16, Local Iterations=82026.01 | 52.29 | 1.5 | |
| OrLoMoBackbone=ResNet32, Workers=8, Local Iterations=322026.01 | 51.89 | 1.55 | |
| PRSGDmBackbone=ResNet32, Workers=8, Local Iterations=322026.01 | 51.72 | 1.59 | |
| AL-SGDBackbone=ResNet32, Workers=8, Local Iterations=82026.01 | 51.45 | 1.6 | |
| OrLoMoBackbone=ResNet32, Workers=16, Local Iterations=162026.01 | 51.16 | 1.63 | |
| AL-SGDBackbone=ResNet32, Workers=8, Local Iterations=322026.01 | 50.99 | 1.68 | |
| AL-SGDBackbone=ResNet32, Workers=8, Local Iterations=162026.01 | 50.88 | 1.65 | |
| PRSGDmBackbone=ResNet32, Workers=16, Local Iterations=162026.01 | 50.71 | 1.65 | |
| local OrMo-DABackbone=ResNet32, Workers=8, Local Iterations=322026.01 | 50.47 | 1.64 | |
| OrLoMoBackbone=ResNet32, Workers=16, Local Iterations=322026.01 | 49.32 | 1.78 | |
| local OrMo-DABackbone=ResNet32, Workers=16, Local Iterations=162026.01 | 49.23 | 1.78 | |
| PRSGDmBackbone=ResNet32, Workers=16, Local Iterations=322026.01 | 48.26 | 1.85 | |
| AL-SGDBackbone=ResNet32, Workers=16, Local Iterations=82026.01 | 47.43 | 1.89 | |
| AL-SGDBackbone=ResNet32, Workers=16, Local Iterations=322026.01 | 47.26 | 1.94 | |
| AL-SGDBackbone=ResNet32, Workers=16, Local Iterations=162026.01 | 46.9 | 1.94 | |
| local OrMo-DABackbone=ResNet32, Workers=16, Local Iterations=322026.01 | 40.47 | 2.34 |