onnx-web/BENCHMARK.md

Very Rough Benchmarks

CUDA > ROCm > DirectML > drawing it yourself > CPU

Using 25 steps of Euler A in txt2img, 512x512.

• CPU:
  • AMD:
    • 5900HX: 7.5s/it, 150sec/image
    • 5950X: 4s/it, 100sec/image
    • 7950X: 3.5s/it, 90sec/image
• GPU:
  • AMD:
    • 6900XT
      • Win10, DirectML: 3.5it/s, 9sec/image
      • Ubuntu 20.04, ROCm 5.2: 4.5it/s, 6sec/image
  • Nvidia:
    • 4090: 6.5it/s, 4sec/image