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Tensile-4.26.0 for ROCm 4.1.0
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@saadrahim saadrahim released this 23 Mar 01:18
rocm-4.1.0
47dd2c4
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Learn about vigilant mode.

Added

  • Make messagepack python dependency optional
  • TensileCreateLibraryFiles: auto create target for build time lib generation
  • Tensile cluster tuning tool
  • Framework for filtering solutions
  • Workflow for manually editing Kernels
  • Tuning client design doc
  • MatrixInstruction for general int8
  • Tensile integration test for TensileCreateLibrary
  • Trig float and random narrow init patterns for new client
  • Summation dimension mirroring (contributed by timlathy & Slimakanzer)
  • ROCm 4.1 TargetID support in Tensile; source kernels force xnack=OFF
  • Tensile/Utilities/merge.py revamp for merging logic yaml files
    • now merge.py requires python3
    • add -v verbosity levels (up to 2)
    • add --notrim to retain leading dimensions in sizes
  • New BoundsCheck design: Access guard page will trigger memory fault
  • Solution fitness metric
  • Auto-tuning documentation and build script improvements
  • Support for High Precision Accumulate FP16/BF16 In FP32 Out
  • CHANGELOG.md

Optimizations

  • Refine PersistentKernel: support PKn1, EPS, optimize LW-vmcnt and sMagicDiv2

Fixed

  • targets to clang-offload-bundler updated to use hipv4 prefix when appropriate
  • Fix bugs of tail-loop branch label, and LR addr restore
  • locateExe in Tensile/Common.py looks in defaultPath first
  • Honor $ENV{ROCM_PATH} to support relocatable ROCm location
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