Difference between revisions of "Benchmarks"

From Upscale Wiki
Jump to navigation Jump to search
(Created page with "== BasicSR ==")
 
m (Added pytorch versions)
 
(23 intermediate revisions by 3 users not shown)
Line 1: Line 1:
== BasicSR ==
+
== BasicSR (Training) ==
 +
<div style="min-width:1200px">
 +
{| class="wikitable sortable" width="100%"
 +
|-
 +
! 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 || [[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)