// 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. #pragma once #include "paddle/cinn/ir/ir.h" namespace cinn { namespace optim { /** * Deal with forOp with vectorization. * if vectorize factor match vectorize instruction and don't have adjacent * if-block. * * e.g. * * serial for (i, 0, 4) * serial for (j, 0, 4) * vectorize[4] for (v1, 0, 4) * float a[i, j, v1] = float b[i, j, v1] + float c[i, j, v1] * * to * * serial for (i, 0, 4) * serial for (j, 0, 4) * float4* temp_0_ptr = float4<4>*(get_addr(a[i * 4 + j])) * float4 temp_1 * float4 temp_2 = b[i * 4 + j] * float4 temp_3 = c[i * 4 + j] * temp_1[0] = temp_2[0] + temp_3[0] * temp_1[1] = temp_2[1] + temp_3[1] * temp_1[2] = temp_2[2] + temp_3[2] * temp_1[3] = temp_2[3] + temp_3[3] * temp_0_ptr[0] = temp_1 */ void VectorizeForTrans(Expr *expr); } // namespace optim } // namespace cinn