// 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. #include #include #include #include "paddle/cinn/hlir/dialect/operator/ir/cinn_op.h" #include "paddle/cinn/hlir/dialect/operator/ir/op_dialect.h" #include "paddle/cinn/hlir/dialect/operator/transforms/pd_to_cinn_pass.h" #include "paddle/fluid/pir/dialect/operator/ir/op_dialect.h" #include "paddle/fluid/pir/dialect/operator/ir/pd_op.h" #include "paddle/fluid/pir/drr/include/drr_pattern_base.h" #include "paddle/pir/include/core/builtin_dialect.h" #include "paddle/pir/include/pass/pass.h" #include "paddle/pir/include/pass/pass_manager.h" #include "paddle/pir/include/pattern_rewrite/pattern_rewrite_driver.h" void BuildProgram(pir::Builder &builder) { // NOLINT paddle::dialect::FullOp full_input_op = builder.Build(std::vector{4, 3, 16}, 1.5, phi::DataType::FLOAT32, phi::CPUPlace()); auto sum_op = builder.Build(full_input_op.result(0), std::vector({-1}), phi::DataType::FLOAT32, true); auto relu_op = builder.Build(sum_op.result(0)); auto exp_op = builder.Build(sum_op.result(0)); } void BuildProgramMax(pir::Builder &builder) { // NOLINT paddle::dialect::FullOp full_input_op = builder.Build(std::vector{4, 3, 16}, 1.5, phi::DataType::FLOAT32, phi::CPUPlace()); auto max_op = builder.Build( full_input_op.result(0), std::vector({-1}), true); auto relu_op = builder.Build(max_op.result(0)); auto exp_op = builder.Build(max_op.result(0)); } TEST(DrrTest, reduce_sum) { pir::IrContext *ctx = pir::IrContext::Instance(); ctx->GetOrRegisterDialect(); ctx->GetOrRegisterDialect(); ctx->GetOrRegisterDialect(); pir::Program program(ctx); pir::Builder builder = pir::Builder(ctx, program.block()); BuildProgram(builder); pir::PassManager pm(ctx); pm.AddPass(cinn::dialect::ir::CreatePdOpToCinnOpPass()); pm.Run(&program); auto it = program.block()->begin(); PADDLE_ENFORCE_EQ(it->isa(), true, common::errors::InvalidArgument( "The operation should be of type " "paddle::dialect::FullOp, but it is not.")); it++; PADDLE_ENFORCE_EQ(it->isa(), true, common::errors::InvalidArgument( "The operation should be of type " "cinn::dialect::ReduceSumOp, but it is not.")); it++; PADDLE_ENFORCE_EQ(it->isa(), true, common::errors::InvalidArgument( "The operation should be of type " "paddle::dialect::ReluOp, but it is not.")); it++; PADDLE_ENFORCE_EQ(it->isa(), true, common::errors::InvalidArgument( "The operation should be of type " "paddle::dialect::ExpOp, but it is not.")); } TEST(DrrTest, reduce_max) { pir::IrContext *ctx = pir::IrContext::Instance(); ctx->GetOrRegisterDialect(); ctx->GetOrRegisterDialect(); ctx->GetOrRegisterDialect(); pir::Program program(ctx); pir::Builder builder = pir::Builder(ctx, program.block()); BuildProgramMax(builder); pir::PassManager pm(ctx); pm.AddPass(cinn::dialect::ir::CreatePdOpToCinnOpPass()); pm.Run(&program); auto it = program.block()->begin(); PADDLE_ENFORCE_EQ(it->isa(), true, common::errors::InvalidArgument( "The operation should be of type " "paddle::dialect::FullOp, but it is not.")); it++; PADDLE_ENFORCE_EQ(it->isa(), true, common::errors::InvalidArgument( "The operation should be of type " "cinn::dialect::ReduceMaxOp, but it is not.")); it++; PADDLE_ENFORCE_EQ(it->isa(), true, common::errors::InvalidArgument( "The operation should be of type " "paddle::dialect::ReluOp, but it is not.")); it++; PADDLE_ENFORCE_EQ(it->isa(), true, common::errors::InvalidArgument( "The operation should be of type " "paddle::dialect::ExpOp, but it is not.")); }