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Difference between revisions of "Benchmarks"
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− | == BasicSR == | + | == BasicSR (Training) == |
− | {| class="wikitable sortable" | + | <div style="min-width:1200px"> |
+ | {| class="wikitable sortable" width="100%" | ||
|- | |- | ||
− | ! GPU !! OS !! CUDA Version !! cudnn Version !! Pytorch Version !! BasicSR Version !! model architecture !! Tile size !! Batch size !! OTF !! Time per 1000 iterations | + | ! 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) || Arch Linux || 10.1.168-4 || 7.6.1.34-1 || 1.1.0-8 || Victorc's Fork #754b476 || PPON (Phase 1) || 192 || 18 || yes || | + | | GTX 1080 TI 11Gb (Asus OC version) || Intel 6700K || Arch Linux || [[User:Alsa|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 || [[User:Alsa|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 || [[User:Alsa|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) || [[User:BoxDroppingManApe|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 || [[User:Nmkd|nmkd]] || 10.2 || ? || 445.87 || 1.6.0.dev20200610 || DinJerr's Fork (AMP) || 1x || ESRGAN || 6 || 128 || 1 || ? || 400s (00h, 06min, 40s) | ||
+ | |- | ||
+ | | GTX 1070 (EVGA SC)|| Ryzen 5 1600 || Windows 10 v1909 || [[User:Nmkd|nmkd]] || 10.2 || ? || 442.74 || 1.4.0 || DinJerr's Fork (AMP) || 1x || ESRGAN || 6 || 128 || 1 || ? || 915s (00h, 15min, 15s) | ||
+ | |- | ||
+ | |}</div> | ||
+ | |||
+ | == ESRGAN == | ||
+ | <div style="min-width:1200px"> | ||
+ | {| class="wikitable sortable" width="100%" | ||
+ | |- | ||
+ | ! width="115px" | GPU (or CPU) !! width="82px" | OS !! width="82px" | CUDA Version !! width="82px" | cudnn Version !! width="82px" | Driver Version !! width="82px" | Pytorch Version !! width="70px" | ESRGAN Version !! width="70px" | 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) | ||
|} | |} | ||
+ | </div> |
Latest revision as of 16:25, 24 June 2020
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 | 1.6.0.dev20200610 | 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 | 1.4.0 | 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) |