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Jakub Kuderski kuhar

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  • AMD (AI Group)
  • Toronto, ON, Canada
  • 13:17 (UTC -05:00)
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@angelz913
angelz913 / mlir-to-spirv-ideas.md
Last active June 6, 2024 14:36

Table of Contents

  1. ConvertToLLVM
  2. ConvertToSPIRV(IREE)
  3. Comparison

ConvertToLLVM

ConvertToLLVMPass

  • A generic pass to convert to LLVM, using the ConvertToLLVMPatternInterface to delegate to dialects the injection of conversion patterns



  


  




    


          
    

      

        
        

          

              @bjacob
          

          

            
                bjacob
                / README.md
            
            

              Last active
              September 24, 2024 12:56
            

              
                IREE / MLIR / Linalg tutorial
              
          

        

      

        

  

      

    
IREE/MLIR/Linalg tutorial


Introduction


This tutorial is simultaneously about IREE, MLIR, and specifically the MLIR Linalg dialect.


What is MLIR?


MLIR is a programming language, but MLIR in itself is almost just an empty shell. What it really provides is a framework allowing to define MLIR dialects which are where the features come from.



  


  




    


          
    

      

        
        

          

              @bjacob
          

          

            
                bjacob
                / README.md
            
            

              Created
              February 1, 2023 21:27
            

              
                Data tiling example
              
          

        

      

        

  

      

    
Compile for LLVM-CPU, AArch64, with +i8mm extension, causing MaterializeEncoding to pick (8, 8, 8) tile sizes:


tools/iree-compile --iree-hal-target-backends=llvm-cpu --iree-llvm-target-triple=aarch64-none-linux-android29 --iree-llvm-target-cpu-features=+i8mm  --iree-flow-enable-data-tiling ~/matmul.mlir --mlir-disable-threading -o /tmp/a.vmfb --mlir-print-ir-after-all 2>/tmp/log



Compiler for VMVX with microkernels, causing dynamic tile sizes:


tools/iree-compile --iree-hal-target-backends=vmvx --iree-flow-enable-data-tiling --iree-vmvx-enable-microkernels ~/matmul.mlir --mlir-disable-threading -o /tmp/a.vmfb --mlir-print-ir-after-all 2>/tmp/log