Dataset Condensation on CIFAR-100 (train)
0.73Training Speed (s/iter)NCFM w/o ψ
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NCFM w/o ψIPC=10, Sampling Network (psi)=false, Hardware=NVIDIA A100 80G2025.02 | 0.73 | 1.4 | |
| NCFM w/o ψIPC=50, Sampling Network (psi)=false, Hardware=NVIDIA A100 80G2025.02 | 0.96 | 1.9 | |
| NCFMIPC=10, Sampling Network (psi)=true, Hardware=NVIDIA A100 80G2025.02 | 1.33 | 1.6 | |
| NCFMIPC=50, Sampling Network (psi)=true, Hardware=NVIDIA A100 80G2025.02 | 1.36 | 2 | |
| FTDIPC=10, Hardware=NVIDIA A100 80G2025.02 | 1.68 | 61.4 | |
| MTTIPC=10, Hardware=NVIDIA A100 80G2025.02 | 1.92 | 61.6 | |
| TESLAIPC=10, Hardware=NVIDIA A100 80G2025.02 | 5.71 | 10.3 | |
| TESLAIPC=50, Hardware=NVIDIA A100 80G2025.02 | 28.24 | 44.2 |