Lifelong Learning on MNIST
186Training Time (s)VAN
Evaluation Results
| Method | Links | |
|---|---|---|
| VANMemory (Training)=P + B*H, Memory (Testing)=P + B*H2018.12 | 186 | |
| EWCMemory (Training)=4*P + B*H, Memory (Testing)=P + B*H2018.12 | 403 | |
| A-GEMMemory (Training)=2*P + (B+M)*H, Memory (Testing)=P + B*H2018.12 | 477 | |
| PROGRESSIVE NETSMemory (Training)=2*P*T + B*H*T, Memory (Testing)=2*P*T + B*H*T2018.12 | 510 | |
| GEMMemory (Training)=P*T + (B+M)*H, Memory (Testing)=P + B*H2018.12 | 3,442 |