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[Dynamic Shape] Add FullyInsertBroadcastPass and Broadcast Op (#60511)
* add ShapeBroadcastOp * add pass FullyInsertBroadcastPass * InferSymbolicShape of BroadcastShape Op * Delete unit test * Fix return error * Code format * Fix error message * Update paddle/cinn/hlir/dialect/operator/transforms/fully_insert_broadcast_pass.cc Co-authored-by: Bo Zhang <105368690+zhangbopd@users.noreply.github.com> --------- Co-authored-by: Bo Zhang <105368690+zhangbopd@users.noreply.github.com>
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112 changes: 112 additions & 0 deletions
112
paddle/cinn/hlir/dialect/operator/transforms/fully_insert_broadcast_pass.cc
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| // Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved. | ||
| // | ||
| // Licensed under the Apache License, Version 2.0 (the "License"); | ||
| // you may not use this file except in compliance with the License. | ||
| // You may obtain a copy of the License at | ||
| // | ||
| // http://www.apache.org/licenses/LICENSE-2.0 | ||
| // | ||
| // Unless required by applicable law or agreed to in writing, software | ||
| // distributed under the License is distributed on an "AS IS" BASIS, | ||
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| // See the License for the specific language governing permissions and | ||
| // limitations under the License. | ||
|
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| #include "paddle/cinn/hlir/dialect/operator/transforms/fully_insert_broadcast_pass.h" | ||
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| #include "paddle/cinn/hlir/dialect/operator/ir/cinn_op.h" | ||
| #include "paddle/cinn/hlir/framework/pir/utils.h" | ||
| #include "paddle/common/ddim.h" | ||
| #include "paddle/fluid/pir/dialect/operator/ir/manual_op.h" | ||
| #include "paddle/fluid/pir/dialect/operator/ir/op_attribute.h" | ||
| #include "paddle/fluid/pir/dialect/operator/ir/op_type.h" | ||
| #include "paddle/fluid/pir/dialect/operator/ir/pd_op.h" | ||
| #include "paddle/fluid/pir/drr/api/match_context.h" | ||
| #include "paddle/pir/core/builtin_dialect.h" | ||
| #include "paddle/pir/pass/pass.h" | ||
| #include "paddle/pir/pattern_rewrite/pattern_applicator.h" | ||
| #include "paddle/pir/pattern_rewrite/pattern_match.h" | ||
| #include "paddle/pir/pattern_rewrite/pattern_rewrite_driver.h" | ||
|
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| namespace cinn { | ||
| namespace dialect { | ||
| namespace ir { | ||
|
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| pir::Value GetOutputDimTensor(pir::PatternRewriter* rewriter, | ||
| pir::Value x, | ||
| pir::Value y) { | ||
| pir::Value x_shape = rewriter->Build<paddle::dialect::ShapeOp>(x).out(); | ||
| pir::Value y_shape = rewriter->Build<paddle::dialect::ShapeOp>(y).out(); | ||
| return rewriter->Build<paddle::dialect::ShapeBroadcastOp>(x_shape, y_shape) | ||
| .out(); | ||
| } | ||
|
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| bool ProcessOp(pir::Operation* op, pir::PatternRewriter* rewriter) { | ||
| pir::Value x = op->operand_source(0); | ||
| pir::Value y = op->operand_source(1); | ||
| pir::Value output_dim_tensor = GetOutputDimTensor(rewriter, x, y); | ||
| { | ||
| pir::Value broadcasted_x = | ||
| rewriter->Build<paddle::dialect::ExpandOp>(x, output_dim_tensor).out(); | ||
| op->operand(0).set_source(broadcasted_x); | ||
| } | ||
| { | ||
| pir::Value broadcasted_y = | ||
| rewriter->Build<paddle::dialect::ExpandOp>(y, output_dim_tensor).out(); | ||
| op->operand(1).set_source(broadcasted_y); | ||
| } | ||
| return true; | ||
| } | ||
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| template <typename OPTYPE> | ||
| class FullyInsertBroadcastPattern : public pir::OpRewritePattern<OPTYPE> { | ||
| public: | ||
| using pir::OpRewritePattern<OPTYPE>::OpRewritePattern; | ||
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| bool MatchAndRewrite(OPTYPE op, | ||
| pir::PatternRewriter& rewriter) const override { | ||
| return ProcessOp(op, &rewriter); | ||
| } | ||
| }; | ||
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| FullyInsertBroadcastPass::FullyInsertBroadcastPass() | ||
| : pir::PatternRewritePass("fully_insert_broadcast_pass", 1) {} | ||
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| pir::RewritePatternSet FullyInsertBroadcastPass::InitializePatterns( | ||
| pir::IrContext* context) { | ||
| pir::RewritePatternSet ps(context); | ||
| // elementwise ops | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::AddOp>>(context); | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::SubtractOp>>(context); | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::MultiplyOp>>(context); | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::DivideOp>>(context); | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::ElementwisePowOp>>( | ||
| context); | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::RemainderOp>>(context); | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::FloorDivideOp>>(context); | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::MaximumOp>>(context); | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::MinimumOp>>(context); | ||
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| // compare ops | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::LessThanOp>>(context); | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::LessEqualOp>>(context); | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::EqualOp>>(context); | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::NotEqualOp>>(context); | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::GreaterThanOp>>(context); | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::GreaterEqualOp>>(context); | ||
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| // bitwise ops | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::BitwiseOrOp>>(context); | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::BitwiseXorOp>>(context); | ||
| ps.Add<FullyInsertBroadcastPattern<paddle::dialect::BitwiseNotOp>>(context); | ||
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| return ps; | ||
| } | ||
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| bool FullyInsertBroadcastPass::CanApplyOn(pir::Operation* op) const { | ||
| return op->isa<pir::ModuleOp>() && op->num_regions() > 0; | ||
| } | ||
|
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| } // namespace ir | ||
| } // namespace dialect | ||
| } // namespace cinn |
35 changes: 35 additions & 0 deletions
35
paddle/cinn/hlir/dialect/operator/transforms/fully_insert_broadcast_pass.h
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| // Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. | ||
| // | ||
| // Licensed under the Apache License, Version 2.0 (the "License"); | ||
| // you may not use this file except in compliance with the License. | ||
| // You may obtain a copy of the License at | ||
| // | ||
| // http://www.apache.org/licenses/LICENSE-2.0 | ||
| // | ||
| // Unless required by applicable law or agreed to in writing, software | ||
| // distributed under the License is distributed on an "AS IS" BASIS, | ||
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
| // See the License for the specific language governing permissions and | ||
| // limitations under the License. | ||
|
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| #pragma once | ||
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| #include "paddle/pir/pass/pass.h" | ||
| #include "paddle/pir/pattern_rewrite/frozen_rewrite_pattern_set.h" | ||
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| namespace cinn { | ||
| namespace dialect { | ||
| namespace ir { | ||
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| class FullyInsertBroadcastPass : public pir::PatternRewritePass { | ||
| public: | ||
| FullyInsertBroadcastPass(); | ||
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| pir::RewritePatternSet InitializePatterns(pir::IrContext *context) override; | ||
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| bool CanApplyOn(pir::Operation *op) const override; | ||
| }; | ||
|
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| } // namespace ir | ||
| } // namespace dialect | ||
| } // namespace cinn |
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