Binary Classification on CIFAR-10 deer-horse (test)
0.6162Log LossCCAdL
Evaluation results
| Method | Links | |
|---|---|---|
| CCAdLstepsize h=3.9 x 10^-4, effective friction A=102025.12 | 0.6162 | |
| CCAdLstepsize h=3.9 x 10^-4, effective friction A=12025.12 | 0.6165 | |
| mCCAdLstepsize h=3.9 x 10^-4, effective friction A=102025.12 | 0.6173 | |
| mCCAdLstepsize h=3.9 x 10^-4, effective friction A=12025.12 | 0.6181 | |
| mCCAdLstepsize h=1 x 10^-3, effective friction A=102025.12 | 0.6193 | |
| mCCAdLstepsize h=1 x 10^-3, effective friction A=12025.12 | 0.6206 | |
| mCCAdLstepsize h=1.5 x 10^-3, effective friction A=102025.12 | 0.6237 | |
| mCCAdLstepsize h=1.5 x 10^-3, effective friction A=12025.12 | 0.6241 | |
| SGNHTstepsize h=3.9 x 10^-4, effective friction A=102025.12 | 0.6908 | |
| SGNHTstepsize h=1 x 10^-3, effective friction A=102025.12 | 0.7363 | |
| SGNHTstepsize h=3.9 x 10^-4, effective friction A=12025.12 | 0.7538 | |
| SGNHTstepsize h=1.5 x 10^-3, effective friction A=102025.12 | 0.7552 | |
| SGHMCstepsize h=3.9 x 10^-4, effective friction A=102025.12 | 0.7567 | |
| SGNHTstepsize h=1 x 10^-3, effective friction A=12025.12 | 0.7614 | |
| SGNHTstepsize h=1.5 x 10^-3, effective friction A=12025.12 | 0.7847 | |
| SGHMCstepsize h=1 x 10^-3, effective friction A=102025.12 | 1.1854 | |
| SGHMCstepsize h=1.5 x 10^-3, effective friction A=102025.12 | 1.6577 | |
| SGHMCstepsize h=3.9 x 10^-4, effective friction A=12025.12 | 2.0485 | |
| SGHMCstepsize h=1 x 10^-3, effective friction A=12025.12 | 9.579 | |
| SGHMCstepsize h=1.5 x 10^-3, effective friction A=12025.12 | 13.0544 |