// Copyright (c) 2022 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 "paddle/infrt/dialect/phi/pass/kernel_op_desc.h" #include #include "paddle/infrt/dialect/phi/data_type.h" #include "paddle/phi/core/type_defs.h" #include "paddle/phi/kernels/declarations.h" namespace infrt { std::string getPhiTargetPrefix(TargetType target) { switch (target) { case TargetType::CPU: return "phi_cpu."; case TargetType::GPU: return "phi_gpu."; default: LOG(FATAL) << "UnSupported target type !"; return std::string(); } } std::string getPhiPrecisionSuffix(PrecisionType precision) { switch (precision) { case PrecisionType::FLOAT32: return ".float32"; case PrecisionType::FLOAT16: return ".float16"; case PrecisionType::FLOAT64: return ".float64"; case PrecisionType::UINT8: return ".uint8"; case PrecisionType::INT8: return ".int8"; case PrecisionType::INT16: return ".int16"; case PrecisionType::INT32: return ".int32"; case PrecisionType::INT64: return ".int64"; case PrecisionType::COMPLEX64: return ".complex64"; case PrecisionType::COMPLEX128: return ".complex128"; case PrecisionType::BOOL: return ".bool"; default: LOG(FATAL) << "UnSupported precision type !"; return std::string(); } } std::string getPhiLayoutSuffix(LayoutType layout) { switch (layout) { case LayoutType::NCHW: return ".nchw"; case LayoutType::NHWC: return ".nhwc"; case LayoutType::ANY: return ".any"; default: LOG(FATAL) << "UnSupported layout type !"; return std::string(); } } std::vector GetCandidateKernels( std::string name, const std::vector& valid_palces) { std::vector candidate_kernels; PhiKernelDesc phi_kernel_desc; phi::KernelKeyMap kernel_key_map = phi::KernelFactory::Instance().SelectKernelMap(name); for (Place place : valid_palces) { phi::KernelKey kernel_key = ConvertPlaceToPhi(place); if (kernel_key_map.find(kernel_key) == kernel_key_map.end()) { kernel_key = phi::KernelKey(kernel_key.backend(), phi::DataLayout::ALL_LAYOUT, kernel_key.dtype()); if (kernel_key_map.find(kernel_key) == kernel_key_map.end()) continue; place.layout = LayoutType::ANY; } phi_kernel_desc.kernel_type = place; phi_kernel_desc.input_types.clear(); phi_kernel_desc.output_types.clear(); phi::KernelArgsDef args_def = kernel_key_map.at(kernel_key).args_def(); const paddle::small_vector& input_arg = args_def.input_defs(); const paddle::small_vector& output_arg = args_def.output_defs(); for (auto tensor_arg : input_arg) { phi_kernel_desc.input_types.emplace_back(ConvertPlaceFromPhi(tensor_arg)); } for (auto tensor_arg : output_arg) { phi_kernel_desc.output_types.emplace_back( ConvertPlaceFromPhi(tensor_arg)); } candidate_kernels.emplace_back(phi_kernel_desc); } return candidate_kernels; } } // namespace infrt