| 1 | //===- OptimizeSharedMemory.cpp - MLIR NVGPU pass implementation ----------===// |
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| 2 | // |
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| 3 | // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. |
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| 4 | // See https://llvm.org/LICENSE.txt for license information. |
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| 5 | // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception |
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| 6 | // |
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| 7 | //===----------------------------------------------------------------------===// |
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| 8 | // |
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| 9 | // This file implements transforms to enable 1xtf32 and 3xtf32 nvgpu.mma sync |
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| 10 | // operations on f32 input datatype |
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| 11 | // |
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| 12 | //===----------------------------------------------------------------------===// |
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| 13 | |
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| 14 | #include "mlir/Dialect/NVGPU/Transforms/Transforms.h" |
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| 15 | |
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| 16 | #include "mlir/Dialect/Arith/IR/Arith.h" |
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| 17 | #include "mlir/Dialect/GPU/IR/GPUDialect.h" |
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| 18 | #include "mlir/Dialect/MemRef/IR/MemRef.h" |
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| 19 | #include "mlir/Dialect/NVGPU/IR/NVGPUDialect.h" |
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| 20 | #include "mlir/Dialect/Vector/IR/VectorOps.h" |
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| 21 | #include "mlir/Interfaces/SideEffectInterfaces.h" |
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| 22 | #include "llvm/ADT/STLExtras.h" |
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| 23 | #include "llvm/Support/MathExtras.h" |
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| 24 | |
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| 25 | using namespace mlir; |
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| 26 | using namespace mlir::nvgpu; |
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| 27 | |
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| 28 | namespace { |
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| 29 | |
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| 30 | struct MmaSyncF32ToTF32Pattern : public OpRewritePattern<nvgpu::MmaSyncOp> { |
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| 31 | |
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| 32 | using OpRewritePattern<nvgpu::MmaSyncOp>::OpRewritePattern; |
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| 33 | |
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| 34 | MmaSyncF32ToTF32Pattern(MLIRContext *context, |
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| 35 | nvgpu::MmaSyncF32Lowering precision) |
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| 36 | : OpRewritePattern<nvgpu::MmaSyncOp>(context, /*benifit*/ 1), |
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| 37 | precision(precision) {} |
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| 38 | |
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| 39 | LogicalResult matchAndRewrite(nvgpu::MmaSyncOp op, |
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| 40 | PatternRewriter &rewriter) const override { |
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| 41 | Location location = op->getLoc(); |
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| 42 | |
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| 43 | if (op->hasAttr(op.getTf32EnabledAttrName()) || |
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| 44 | !cast<VectorType>(op.getMatrixA().getType()).getElementType().isF32()) |
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| 45 | return failure(); |
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| 46 | |
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| 47 | if (precision == MmaSyncF32Lowering::Unkown) |
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| 48 | return emitError(loc: location, message: "MmaSync F32-to-TF32 cannot be lowered with " |
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| 49 | "unknown precision level" ); |
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| 50 | |
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| 51 | if (precision == MmaSyncF32Lowering::TF32x3) |
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| 52 | return emitError(loc: location, message: "TF32x3 is not supported at the moment " |
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| 53 | "for nvgpu.mma.sync on f32 datatype" ); |
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| 54 | |
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| 55 | if (precision == MmaSyncF32Lowering::TF32) { |
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| 56 | rewriter.modifyOpInPlace( |
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| 57 | op, [&]() { op.setTf32EnabledAttr(rewriter.getUnitAttr()); }); |
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| 58 | } |
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| 59 | |
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| 60 | return success(); |
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| 61 | } |
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| 62 | |
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| 63 | private: |
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| 64 | /// Precision for F32 Tensor Cores (TF32 or TF32x3) |
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| 65 | nvgpu::MmaSyncF32Lowering precision; |
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| 66 | }; |
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| 67 | |
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| 68 | } // namespace |
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| 69 | |
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| 70 | void mlir::nvgpu::populateMmaSyncF32ToTF32Patterns( |
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| 71 | RewritePatternSet &patterns, nvgpu::MmaSyncF32Lowering precision) { |
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| 72 | |
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| 73 | patterns.add<MmaSyncF32ToTF32Pattern>(arg: patterns.getContext(), args&: precision); |
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| 74 | } |
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| 75 | |
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