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[tuner] add an iree-opt pass to strip configuration from executable s…
…ources (iree-org#19069) This PR aims to address the first task in nod-ai/shark-ai#453: adding an iree-opt pass that removes configuration from executable sources. The corresponding test is also included to ensure its correct functionality. --------- Signed-off-by: Bangtian Liu <[email protected]> Signed-off-by: Giacomo Serafini <[email protected]>
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71
compiler/src/iree/compiler/Codegen/Common/StripCompilationInfoPass.cpp
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// Copyright 2024 The IREE Authors | ||
// | ||
// Licensed under the Apache License v2.0 with LLVM Exceptions. | ||
// See https://llvm.org/LICENSE.txt for license information. | ||
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception | ||
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#include "iree/compiler/Codegen/Common/Passes.h" | ||
#include "mlir/Transforms/WalkPatternRewriteDriver.h" | ||
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#define DEBUG_TYPE "iree-codegen-strip-compilation-info" | ||
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namespace mlir::iree_compiler { | ||
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#define GEN_PASS_DEF_STRIPCOMPILATIONINFOPASS | ||
#include "iree/compiler/Codegen/Common/Passes.h.inc" | ||
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namespace { | ||
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struct StripFuncOpTranslationInfo final | ||
: OpInterfaceRewritePattern<mlir::FunctionOpInterface> { | ||
using OpInterfaceRewritePattern::OpInterfaceRewritePattern; | ||
LogicalResult matchAndRewrite(mlir::FunctionOpInterface funcOp, | ||
PatternRewriter &rewriter) const final { | ||
if (!getTranslationInfo(funcOp)) | ||
return failure(); | ||
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rewriter.modifyOpInPlace(funcOp, [&]() { | ||
// If the function has translation info, erase it. | ||
eraseTranslationInfo(funcOp); | ||
}); | ||
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return success(); | ||
} | ||
}; | ||
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struct StripLinalgOpCompilationInfo final | ||
: OpInterfaceRewritePattern<linalg::LinalgOp> { | ||
using OpInterfaceRewritePattern::OpInterfaceRewritePattern; | ||
LogicalResult matchAndRewrite(linalg::LinalgOp linalgOp, | ||
PatternRewriter &rewriter) const final { | ||
if (!getCompilationInfo(linalgOp) && !getLoweringConfig(linalgOp)) | ||
return failure(); | ||
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rewriter.modifyOpInPlace(linalgOp, [&]() { | ||
if (getCompilationInfo(linalgOp)) { | ||
// Erase the compilation info configuration if it exists. | ||
eraseCompilationInfo(linalgOp); | ||
} | ||
if (getLoweringConfig(linalgOp)) { | ||
// Erase the lowering configuration from root operation if it | ||
// exists. | ||
eraseLoweringConfig(linalgOp); | ||
} | ||
}); | ||
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return success(); | ||
} | ||
}; | ||
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struct StripCompilationInfoPass final | ||
: impl::StripCompilationInfoPassBase<StripCompilationInfoPass> { | ||
void runOnOperation() override { | ||
MLIRContext *ctx = &getContext(); | ||
RewritePatternSet patterns(ctx); | ||
patterns.add<StripFuncOpTranslationInfo>(ctx); | ||
patterns.add<StripLinalgOpCompilationInfo>(ctx); | ||
walkAndApplyPatterns(getOperation(), std::move(patterns)); | ||
} | ||
}; | ||
} // namespace | ||
} // namespace mlir::iree_compiler |
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62 changes: 62 additions & 0 deletions
62
compiler/src/iree/compiler/Codegen/Common/test/strip_compilation_info.mlir
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// RUN: iree-opt --split-input-file --iree-codegen-strip-compilation-info %s | FileCheck %s | ||
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#translation_info = #iree_codegen.translation_info<LLVMGPUVectorDistribute workgroup_size = [64, 1, 1] subgroup_size = 64> | ||
func.func @main() attributes {translation_info = #translation_info} { | ||
return | ||
} | ||
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// CHECK-LABEL: func.func @main | ||
// CHECK-NOT: iree_codegen.translation_info | ||
// CHECK-NOT: LLVMGPUVectorDistribute | ||
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// ----- | ||
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#pipeline_layout = #hal.pipeline.layout<bindings = [ | ||
#hal.pipeline.binding<storage_buffer> | ||
]> | ||
hal.executable private @strip_main { | ||
hal.executable.variant public @strip_main target(#hal.executable.target<"", "", {}>) { | ||
hal.executable.export public @entry_point layout(#pipeline_layout) | ||
builtin.module { | ||
func.func @fn1() attributes {translation_info = #iree_codegen.translation_info<None subgroup_size = 32>} { | ||
return | ||
} | ||
func.func @fn2() attributes {translation_info = #iree_codegen.translation_info<None subgroup_size = 32>} { | ||
return | ||
} | ||
} | ||
} | ||
} | ||
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// CHECK-LABEL: hal.executable private @strip_main | ||
// CHECK: @fn1 | ||
// CHECK-NOT: translation_info = | ||
// CHECK: @fn2 | ||
// CHECK-NOT: translation_info = | ||
// CHECK: return | ||
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// ----- | ||
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#config = #iree_codegen.lowering_config<tile_sizes = [[128, 256], [16, 16]]> | ||
#translation = #iree_codegen.translation_info<None workgroup_size = [16, 8, 1] subgroup_size = 64> | ||
#compilation = #iree_codegen.compilation_info<lowering_config = #config, translation_info = #translation> | ||
func.func @matmul_128x1024x256(%lhs : tensor<128x256xf32>, %rhs: tensor<256x1024xf32>, %init: tensor<128x1024xf32>) -> tensor<128x1024xf32> { | ||
%result = linalg.matmul {compilation_info = #compilation} ins(%lhs, %rhs : tensor<128x256xf32>, tensor<256x1024xf32>) outs(%init : tensor<128x1024xf32>) -> tensor<128x1024xf32> | ||
return %result : tensor<128x1024xf32> | ||
} | ||
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// CHECK-LABEL: func.func @matmul_128x1024x256 | ||
// CHECK-NOT: iree_codegen.translation_info | ||
// CHECK-NOT: iree_codegen.lowering_config | ||
// CHECK-NOT: iree_codegen.compilation_info | ||
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// ----- | ||
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#config = #iree_codegen.lowering_config<tile_sizes = [[128, 256], [16, 16]]> | ||
func.func @matmul_128x1024x256_1(%lhs : tensor<128x256xf32>, %rhs: tensor<256x1024xf32>, %init: tensor<128x1024xf32>) -> tensor<128x1024xf32> { | ||
%result = linalg.matmul {lowering_config = #iree_codegen.lowering_config<tile_sizes = [[128, 256], [16, 16]]>} ins(%lhs, %rhs : tensor<128x256xf32>, tensor<256x1024xf32>) outs(%init : tensor<128x1024xf32>) -> tensor<128x1024xf32> | ||
return %result : tensor<128x1024xf32> | ||
} | ||
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// CHECK-LABEL: func.func @matmul_128x1024x256_1 | ||
// CHECK-NOT: iree_codegen.lowering_config |