wehub-resource-sync
138 lines
5.8 KiB
C++
138 lines
5.8 KiB
C++
// Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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#include <glog/logging.h>
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#include <gtest/gtest.h>
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#include <memory>
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#include "paddle/cinn/hlir/dialect/operator/ir/cinn_op.h"
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#include "paddle/cinn/hlir/dialect/operator/ir/op_dialect.h"
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#include "paddle/cinn/hlir/dialect/operator/transforms/pd_to_cinn_pass.h"
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#include "paddle/fluid/pir/dialect/operator/ir/op_dialect.h"
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#include "paddle/fluid/pir/dialect/operator/ir/pd_op.h"
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#include "paddle/fluid/pir/drr/include/drr_pattern_base.h"
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#include "paddle/pir/include/core/builtin_dialect.h"
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#include "paddle/pir/include/pass/pass.h"
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#include "paddle/pir/include/pass/pass_manager.h"
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#include "paddle/pir/include/pattern_rewrite/pattern_rewrite_driver.h"
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void BuildProgram(pir::Builder &builder) { // NOLINT
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paddle::dialect::FullOp full_input_op =
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builder.Build<paddle::dialect::FullOp>(std::vector<int64_t>{4, 3, 16},
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1.5,
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phi::DataType::FLOAT32,
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phi::CPUPlace());
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auto sum_op =
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builder.Build<paddle::dialect::SumOp>(full_input_op.result(0),
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std::vector<int64_t>({-1}),
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phi::DataType::FLOAT32,
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true);
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auto relu_op = builder.Build<paddle::dialect::ReluOp>(sum_op.result(0));
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auto exp_op = builder.Build<paddle::dialect::ExpOp>(sum_op.result(0));
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}
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void BuildProgramMax(pir::Builder &builder) { // NOLINT
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paddle::dialect::FullOp full_input_op =
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builder.Build<paddle::dialect::FullOp>(std::vector<int64_t>{4, 3, 16},
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1.5,
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phi::DataType::FLOAT32,
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phi::CPUPlace());
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auto max_op = builder.Build<paddle::dialect::MaxOp>(
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full_input_op.result(0), std::vector<int64_t>({-1}), true);
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auto relu_op = builder.Build<paddle::dialect::ReluOp>(max_op.result(0));
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auto exp_op = builder.Build<paddle::dialect::ExpOp>(max_op.result(0));
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}
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TEST(DrrTest, reduce_sum) {
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pir::IrContext *ctx = pir::IrContext::Instance();
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ctx->GetOrRegisterDialect<paddle::dialect::OperatorDialect>();
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ctx->GetOrRegisterDialect<pir::BuiltinDialect>();
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ctx->GetOrRegisterDialect<cinn::dialect::OperatorDialect>();
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pir::Program program(ctx);
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pir::Builder builder = pir::Builder(ctx, program.block());
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BuildProgram(builder);
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pir::PassManager pm(ctx);
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pm.AddPass(cinn::dialect::ir::CreatePdOpToCinnOpPass());
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pm.Run(&program);
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auto it = program.block()->begin();
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PADDLE_ENFORCE_EQ(it->isa<paddle::dialect::FullOp>(),
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true,
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common::errors::InvalidArgument(
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"The operation should be of type "
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"paddle::dialect::FullOp, but it is not."));
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it++;
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PADDLE_ENFORCE_EQ(it->isa<cinn::dialect::ReduceSumOp>(),
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true,
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common::errors::InvalidArgument(
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"The operation should be of type "
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"cinn::dialect::ReduceSumOp, but it is not."));
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it++;
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PADDLE_ENFORCE_EQ(it->isa<paddle::dialect::ReluOp>(),
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true,
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common::errors::InvalidArgument(
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"The operation should be of type "
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"paddle::dialect::ReluOp, but it is not."));
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it++;
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PADDLE_ENFORCE_EQ(it->isa<paddle::dialect::ExpOp>(),
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true,
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common::errors::InvalidArgument(
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"The operation should be of type "
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"paddle::dialect::ExpOp, but it is not."));
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}
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TEST(DrrTest, reduce_max) {
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pir::IrContext *ctx = pir::IrContext::Instance();
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ctx->GetOrRegisterDialect<paddle::dialect::OperatorDialect>();
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ctx->GetOrRegisterDialect<pir::BuiltinDialect>();
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ctx->GetOrRegisterDialect<cinn::dialect::OperatorDialect>();
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pir::Program program(ctx);
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pir::Builder builder = pir::Builder(ctx, program.block());
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BuildProgramMax(builder);
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pir::PassManager pm(ctx);
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pm.AddPass(cinn::dialect::ir::CreatePdOpToCinnOpPass());
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pm.Run(&program);
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auto it = program.block()->begin();
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PADDLE_ENFORCE_EQ(it->isa<paddle::dialect::FullOp>(),
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true,
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common::errors::InvalidArgument(
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"The operation should be of type "
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"paddle::dialect::FullOp, but it is not."));
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it++;
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PADDLE_ENFORCE_EQ(it->isa<cinn::dialect::ReduceMaxOp>(),
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true,
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common::errors::InvalidArgument(
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"The operation should be of type "
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"cinn::dialect::ReduceMaxOp, but it is not."));
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it++;
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PADDLE_ENFORCE_EQ(it->isa<paddle::dialect::ReluOp>(),
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true,
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common::errors::InvalidArgument(
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"The operation should be of type "
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"paddle::dialect::ReluOp, but it is not."));
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it++;
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PADDLE_ENFORCE_EQ(it->isa<paddle::dialect::ExpOp>(),
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true,
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common::errors::InvalidArgument(
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"The operation should be of type "
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"paddle::dialect::ExpOp, but it is not."));
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}
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