Sampling Efficiency on ImageNet 32x32
0.0006Sampling Time (s)L3C
Evaluation results
| Method | Links | |
|---|---|---|
| L3CBatch Size=302018.11 | 0.0006 | |
| L3CBatch Size=12018.11 | 0.0168 | |
| MS-PixelCNNBatch Size=302018.11 | 1.17 | |
| PixelCNN++Batch Size=302018.11 | 11.3 | |
| PixelCNN++Batch Size=12018.11 | 47.4 | |
| i-ResNetNumber of iterations=100, Number of samples=64, Hardware=NVIDIA TITAN Xp2019.07 | 92.53 | |
| PixelCNNBatch Size=302018.11 | 120 | |
| MintNetNumber of iterations=120, Number of samples=64, Hardware=NVIDIA TITAN Xp2019.07 | 120.78 | |
| AutoregressiveNumber of iterations=1, Number of samples=64, Hardware=NVIDIA TITAN Xp2019.07 | 2,860.21 |