Code

Add script to tune parameters#179

Code

Merged

thomasfaingnaert merged 23 commits intomasterJuliaGPU/GemmKernels.jl:masterfrom tf/parameter-tuningJuliaGPU/GemmKernels.jl:tf/parameter-tuningCopy head branch name to clipboardJan 3, 2024

+791-12

Commits

Commits on Dec 3, 2023

• Add script to tune parameters [skip benchmarks]

  thomasfaingnaert

  committed
  17aa1d5

Commits on Dec 4, 2023

• Small tweaks

  thomasfaingnaert

  committed
  51aba69

• Apply suggestions from code review

  Show description for 7835c1c
  

  thomasfaingnaert

  and

  maleadt

  authored
  7835c1c

• Don't re-instantiate.

  maleadt

  committed
  f92717a

• Simplify log output path.

  maleadt

  committed
  6882b8b

• Distribute tuning across multiple processes.

  maleadt

  committed
  8d7843d

• Fix/improve distributed execution.

  maleadt

  committed
  bad0c56

• Tweaks.

  maleadt

  committed
  425ab49

• More fine tuning.

  maleadt

  committed
  9a782d7

Commits on Dec 6, 2023

• Lock GPU clock speeds during tuning

  thomasfaingnaert

  committed
  54bcadb

Commits on Dec 7, 2023

• Extend set of WMMA operator shapes

  thomasfaingnaert

  committed
  e184391

Commits on Dec 12, 2023

• Merge remote-tracking branch 'origin/tf/more-wmma-sizes' into tf/parameter-tuning

  thomasfaingnaert

  committed
  a2791c4

• Perform sweep over different WMMA shapes

  thomasfaingnaert

  committed
  900f2a4

• Add NVML data to benchmark dataframe

  thomasfaingnaert

  committed
  e490dcc

• Use serial profiling

  thomasfaingnaert

  committed
  1bacdfe

• Allow selecting a GPU.

  maleadt

  committed
  97e2e7f

Commits on Dec 13, 2023

• Fix manifest loading.

  maleadt

  committed
  88da82c

Commits on Jan 2, 2024

• Remove LocalArray size check

  thomasfaingnaert

  committed
  83dccd7

• Lock to max frequency by default

  thomasfaingnaert

  committed
  90e307a

• Use time as stop criterion for plot

  Show description for 48467c5
  thomasfaingnaert

  committed
  48467c5

• Sleep if throttling is detected

  thomasfaingnaert

  committed
  abba6db

• Run kernels in batches

  thomasfaingnaert

  committed
  cd6a190

• Merge branch 'master' into tf/parameter-tuning

  thomasfaingnaert

  authored
  1bc133e