// 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/adt/generate_map_expr.h" #include "paddle/cinn/adt/map_expr_ctx.h" #include "paddle/cinn/adt/print.h" #include "paddle/cinn/hlir/dialect/operator/ir/cinn_op.h" #include "paddle/cinn/hlir/dialect/operator/ir/manual_op.h" #include "paddle/cinn/hlir/dialect/operator/ir/op_dialect.h" #include "paddle/cinn/runtime/flags.h" #include "paddle/fluid/pir/dialect/operator/ir/op_dialect.h" #include "paddle/fluid/pir/dialect/operator/ir/pd_op.h" #include "paddle/pir/include/core/ir_context.h" #include "paddle/pir/include/core/program.h" #include "paddle/pir/include/dialect/shape/ir/shape_dialect.h" #include "paddle/pir/include/dialect/shape/ir/shape_op.h" #include "paddle/pir/include/dialect/shape/transforms/shape_optimization_pass.h" #include "paddle/pir/include/pass/pass_manager.h" #include "test/cpp/pir/tools/test_pir_utils.h" PD_DECLARE_bool(cinn_enable_map_expr); PD_DECLARE_bool(cinn_enable_map_expr_dynamic_shape); PD_DECLARE_bool(cinn_enable_map_expr_index_detail); namespace { std::string Trim(const std::string& doc) { std::stringstream oss{doc}; std::stringstream ret{}; std::string str; while (oss >> str) { std::size_t size = str.size(); for (; size > 0 && str[size - 1] == ' '; --size) { } ret << str.substr(0, size) << std::endl; } return ret.str(); } } // namespace TEST(MapExpr, ElementWise_Fusion_0) { cinn::adt::UniqueId::ResetSeqNumber(0); ::pir::IrContext* ctx = ::pir::IrContext::Instance(); ::pir::Program program(ctx); ctx->GetOrRegisterDialect(); ctx->GetOrRegisterDialect(); ctx->GetOrRegisterDialect(); phi::DDim dims_D_2 = {-1, 1}; pir::Value value1 = test::CreateDenseTensorOp(ctx, dims_D_2, {"op1_attr"}, {"op1_name"}) ->result(0); pir::Value value2 = test::CreateDenseTensorOp(ctx, dims_D_2, {"op2_attr"}, {"op2_name"}) ->result(0); ::pir::Builder builder = ::pir::Builder(ctx, program.block()); builder.Build( value1, builder.Build(value2).result(0)); ::pir::PassManager pass_manager(ctx); // TODO(@jiahy0825): use CreateShapeOptimizationPass() instead of // CreateInferSymbolicShapePass() which is a fake pass /* pass_manager.AddPass(::pir::CreateInferSymbolicShapePass(shape_analysis)); pass_manager.Run(&program); std::vector vec_op; for (auto& op : *program.block()) { vec_op.push_back(&op); } auto res = cinn::dialect::ir::OpFusionPassInternal(vec_op); ASSERT_EQ(res.size(), 1u); ASSERT_EQ(res[0]->ops.size(), program.block()->size()); auto group_list = cinn::dialect::ir::GeneralFusionMergePassInternal(res); ASSERT_EQ(group_list.size(), 1u); FLAGS_cinn_enable_map_expr = true; FLAGS_cinn_enable_map_expr_dynamic_shape = true; FLAGS_cinn_enable_map_expr_index_detail = true; auto group = group_list.at(0); group->shape_analysis = shape_analysis; cinn::adt::TryGenerateMapExprFromGroup(group); std::string map_expr_str = cinn::adt::ToTxtString(group->map_expr_ctx().map_expr(), "MapExprTest"); std::string target_str = R"TEST( MapExprTest(t_var_2, t_var_1) { AnchoredMapStmt(t_var_0) { MapStmt([i_59, i_60]) { exp( &t_var[IndexDot([BI(i_59, sym_17), 0], [sym_17, 1])], t_var_1[IndexDot([BI(i_59, sym_17), 0], [sym_17, 1])]); subtract( &t_var_0[IndexDot([i_59, i_60], [sym_17, 1])], t_var_2[IndexDot([BI(i_59, sym_17), 0], [sym_17, 1])], t_var[IndexDot([BI(i_59, sym_17), 0], [sym_17, 1])]); } } } )TEST"; ASSERT_EQ(Trim(map_expr_str), Trim(target_str)); */ }