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Tensile 4.34.0 for ROCm 5.3.0
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@lawruble13 lawruble13 released this 30 Sep 19:24
rocm-5.3
b33ca97
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Learn about vigilant mode.

Added

  • Lazy loading of solution libraries and code object files
  • Support for dictionary style logic files
  • Support for decision tree based logic files using dictionary format
  • DecisionTreeLibrary for solution selection
  • DirectToLDS support for HGEMM
  • DirectToVgpr support for SGEMM
  • Grid based distance metric for solution selection
  • Support for gfx11xx
  • Support for DirectToVgprA/B + TLU=False
  • ForkParameters Groups as a way of specifying solution parameters
  • Support for a new Tensile yaml config format
  • TensileClientConfig for generating Tensile client config files
  • Options for TensileCreateLibrary to build client and create client config file

Optimizations

  • Solution generation is now cached and is not repeated if solution parameters are unchanged

Changed

  • Default MACInstruction to FMA

Fixed

  • Accept StaggerUStride=0 as valid
  • Reject invalid data types for UnrollLoopEfficiencyEnable
  • Fix invalid code generation issues related to DirectToVgpr
  • Return hipErrorNotFound if no modules are loaded
  • Fix performance drop for NN ZGEMM with 96x64 macro tile
  • Fix memory violation for general batched kernels when alpha/beta/K = 0
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