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Code Generation for Matrix Multiplication #653

Merged
merged 41 commits into from
Apr 30, 2024
Merged

Code Generation for Matrix Multiplication #653

merged 41 commits into from
Apr 30, 2024

Commits on Apr 30, 2024

  1. Adaptations to build code on my laptop

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    resting-dove authored and philipportner committed Apr 30, 2024
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  2. matmul tiled as blog

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    resting-dove authored and philipportner committed Apr 30, 2024
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  3. Set optimizer level 3

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    resting-dove authored and philipportner committed Apr 30, 2024
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  4. Hand vectorized the matmul operation

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    resting-dove authored and philipportner committed Apr 30, 2024
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  5. SumAll could not be lowered for single floats. Thus rely on daphne ke… 

    …rnels instead of CodeGen, except for MatMul
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  6. Only lower MatMul, when size fits to the vector size

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    resting-dove authored and philipportner committed Apr 30, 2024
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  7. Get vec_size for Matmul from UserConfig.json

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  8. Multiple options for MatMul Lowerings

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    resting-dove authored and philipportner committed Apr 30, 2024
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  9. Add Lowering options and corresponding ifs inside the match and rewri… 

    …te pattern
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  10. Added Matmul command line options

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  11. Vector size depending on bit width of matrix type

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  12. distinguish between fixed and adaptable tile sizes

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  13. Add command line option for fixed tile sizes

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  14. Some Pass always destroyed the affine loop nest

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  15. Get cache sizes programmatically

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  16. Added unit some unit tests under the cli directory

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  17. Enable lower-mm in daphne-opt

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  18. Lit tests for tiled matmul lowering

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  19. Unit tests for Vectorization

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  20. Unit tests for Matmul accuracy

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  21. MatmulAccuracyTest no longer prints for every entry in output

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  22. Ad separate unroll-jam-factor option

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  23. Recreated matmul tile tests with current tiling strategy

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  24. Remove adaptations for building on my laptop

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  25. Formatted the MatMulLowering

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  26. removed reference to x86vector dialect since no effect

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  27. removed fma comment and prepared for reenabling int types

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  28. remove unnecessary scope

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  29. affine valid loop interchange checking seems to not support loops wit… 

    …h modulo
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    resting-dove authored and philipportner committed Apr 30, 2024
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  30. Enable sum() for integer matrices

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    resting-dove authored and philipportner committed Apr 30, 2024
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  31. Fill Memrefs with signfull integers of various types

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  32. SumAgg tests for integer types

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    resting-dove authored and philipportner committed Apr 30, 2024
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  33. Enable Matmul lowering for integer valued matrices

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    resting-dove authored and philipportner committed Apr 30, 2024
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  34. Change from abstract register_size option to more clear num_vec_regis… 

    …ters
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  35. non square matmul tests

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  36. Update documentation

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    resting-dove authored and philipportner committed Apr 30, 2024
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  37. Unroll before loop promotion caused segfaults

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  38. Added tests for previously breaking sumAll and unroll

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    resting-dove authored and philipportner committed Apr 30, 2024
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  39. SumAll handles single value type

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    resting-dove authored and philipportner committed Apr 30, 2024
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  40. Invert loops as fall back option

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    resting-dove authored and philipportner committed Apr 30, 2024
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  41. [minor] warnings, remove code duplication

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    philipportner committed Apr 30, 2024
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