We have moved to https://openmodeldb.info/. This new site has a tag and search system, which will make finding the right models for you much easier! If you have any questions, ask here: https://discord.gg/cpAUpDK |
Benchmarks
Revision as of 16:19, 24 June 2020 by Nmkd (talk | contribs) (Added my RTX 2070S and GTX 1070 SC entries)
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 (python-pytorch-cuda) | Victorc's Fork #754b476 | 4x | PPON (Phase 1) | 8 | 192 | 18 | yes | 3648s (01h, 00min, 48s) |
GTX 1080 TI 11Gb (Asus OC version) | Intel 6700K | Arch Linux | alsa | 10.1.168-4 | 7.6.2.24-1 | 430.40-5 | 1.1.0-8 (python-pytorch-opt-cuda) | Victorc's Fork #754b476 | 4x | PPON (Phase 1) | 8 | 192 | 18 | yes | 3534s (00h, 58min, 54s) |
GTX 1080 TI 11Gb (Asus OC version) | Intel 6700K | Arch Linux | alsa | 10.1.168-4 | 7.6.2.24-1 | 430.40-5 | 1.1.0-8 (python-pytorch-opt-cuda) | Victorc's Fork #754b476 | 4x | PPON (Phase 2) | 8 | 128 | 10 | yes | 260s (00h, 04min, 20s) |
Tesla K80 11Gb | Xeon CPU @ 2.3 GHz | Google Colaboratory, GPU Runtime (Ubuntu) | BoxDroppingManApe | 10.0.130-10 | ? | 410.79 | 1.1.0 | Victorc's Fork | 1x | ESRGAN | 4 | 128 | 2 | no | 2721s (00h, 45min, 21s) |
RTX 2070 SUPER (MSI Trio X) | Ryzen 5 3600 | Windows 10 v1909 | nmkd | 10.2 | ? | 445.87 | ? | DinJerr's Fork (AMP) | 1x | ESRGAN | 6 | 128 | 1 | ? | 400s (00h, 06min, 40s) |
GTX 1070 (EVGA SC) | Ryzen 5 1600 | Windows 10 v1909 | nmkd | 10.2 | ? | 442.74 | ? | DinJerr's Fork (AMP) | 1x | ESRGAN | 6 | 128 | 1 | ? | 915s (00h, 15min, 15s) |
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) |