Atomistic Potential Prediction on sAlex
65.1MAE E (meV/atom)From Scratch
Evaluation results
| Method | Links | |
|---|---|---|
| From ScratchBase Model=Layer2 L2 C128, Pruned Model=/, Params=5,725,072, Data %=1002026.05 | 65.1 | |
| Channel PruningBase Model=Layer2 L1 C256, Pruned Model=Layer2 L1 C128, Params=4,688,656, Data %=402026.05 | 67 | |
| L & Channel PruningBase Model=Layer2 L1 C256, Pruned Model=Layer2 L0 C128, Params=3,847,696, Data %=402026.05 | 67.2 | |
| From ScratchBase Model=Layer2 L1 C128, Pruned Model=/, Params=4,688,656, Data %=1002026.05 | 71.4 | |
| L PruningBase Model=Layer2 L2 C128, Pruned Model=Layer2 L0 C128, Params=3,847,696, Data %=1002026.05 | 71.9 | |
| L PruningBase Model=Layer2 L2 C128, Pruned Model=Layer2 L0 C128, Params=3,847,696, Data %=252026.05 | 74.1 | |
| From ScratchBase Model=Layer2 L0 C128, Pruned Model=/, Params=3,847,696, Data %=1002026.05 | 78 | |
| From ScratchBase Model=Layer2 L1 C256, Pruned Model=/, Params=15,847,440, Data %=1002026.05 | 81.7 |