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Benchmarks
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BasicSR (Training)
GPU | CPU | OS | user | CUDA Version | cudnn Version | Driver Version | Pytorch Version | BasicSR Version | Scale | model architecture | CPU threads (n_workers) | Tile size | Batch size | OTF | Time per 1000 iterations |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
GTX 1080 TI 11Gb (Asus OC version) | Intel 6700K | Arch Linux | alsa | 10.1.168-4 | 7.6.1.34-1 | 430.40-2 | 1.1.0-8 | Victorc's Fork #754b476 | 4x | PPON (Phase 1) | 8 | 192 | 18 | yes | 3648.178s (01h, 00min, 48s, 178ms) |
? | ? | Google Colaboratory, GPU Runtime (Ubuntu) | ? | 10.0.130-10 | ? | ? | 1.1.0 | Victorc's Fork | 1x | ? (ESRGAN probably) | ? | 128 | 2 | no | 2721.390s (00h, 45min, 21s, 390ms) |
ESRGAN
GPU (or CPU) | OS | CUDA Version | cudnn Version | Driver Version | Pytorch Version | ESRGAN Version | Scale | Image dimensions | Time needed for image |
---|---|---|---|---|---|---|---|---|---|
sample | sample | sample | sample | sample | sample | sample | 4x | sample | 0.0s (00h, 00min, 00s, 000ms) |
CPU (example-manufacturer Model) | sample | sample | - | - | sample | sample | 4x | sample | 0.0s (00h, 00min, 00s, 000ms) |