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Merged
pxl-th merged 18 commits into from
Jan 22, 2025
Merged

Use GPUArrays caching allocator & SSIM optimization #26

pxl-th merged 18 commits into from
Jan 22, 2025

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@pxl-th pxl-th commented Dec 15, 2024 •
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  • Use GPUArrays caching allocator.
  • Use lazy Zygote.

Benchmark (benchmark/pipeline.jl) 1k training steps:

  • AMDGPU RX 7900XTX:
Before After
GPU memory utilization image image
Time 93.672892 seconds 46.365646 seconds
  • RTX 3060M:
Before After
Time 148.674127 seconds 112.342980 seconds

@pxl-th pxl-th mentioned this pull request Dec 17, 2024
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@pxl-th pxl-th merged commit e6fa6ea into main Jan 22, 2025
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@pxl-th pxl-th deleted the pxl-th/gpuarrays branch January 22, 2025 17:12
@pxl-th pxl-th mentioned this pull request Jan 31, 2025
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