HI,
I use dataloader to do inference. The transform is just centercrop, normalization and ToTensor. The speed for at the beginning is about half second per epoch
Test: [20/19532] | Time 0.567 (2.62705732527) | Prec@1 [82.8125] ([82.92411])) |
---|---|---|
Test: [30/19532] | Time 0.255 (1.90457838581) | Prec@1 [84.375] ([82.7495])) |
Test: [40/19532] | Time 0.265 (1.54226525237) | Prec@1 [87.109375] ([83.0221])) |
Test: [50/19532] | Time 0.272 (1.31763061823) | Prec@1 [80.859375] ([83.17249])) |
Test: [60/19532] | Time 0.280 (1.16401662592) | Prec@1 [82.421875] ([83.38242])) |
Test: [70/19532] | Time 0.349 (1.05755999055) | Prec@1 [81.25] ([83.428696])) |
Test: [80/19532] | Time 0.492 (0.974306159549) | Prec@1 [86.71875] ([83.55999])) |
But the speed has become pretty slow after a while. Here is the screen shot
Test: [9870/19532] | Time 8.239 (4.82513771539) | Prec@1 [98.828125] ([95.81966])) |
---|---|---|
Test: [9880/19532] | Time 0.291 (4.82656297883) | Prec@1 [98.4375] ([95.82219])) |
Test: [9890/19532] | Time 4.884 (4.82562276992) | Prec@1 [99.609375] ([95.82543])) |
Test: [9900/19532] | Time 7.214 (4.82822921033) | Prec@1 [97.265625] ([95.82779])) |
Test: [9910/19532] | Time 9.636 (4.829314595) | Prec@1 [98.828125] ([95.83042])) |
Test: [9920/19532] | Time 0.228 (4.82823389156) | Prec@1 [98.046875] ([95.833534])) |
Test: [9930/19532] | Time 15.800 (4.83102715987) | Prec@1 [98.828125] ([95.83614])) |