// Copyright (c) 2019 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 "lite/api/paddle_place.h" #include "lite/utils/cp_logging.h" #include "lite/utils/hash.h" #include "lite/utils/replace_stl/stream.h" #include "lite/utils/string.h" namespace paddle { namespace lite_api { size_t Place::hash() const { std::hash h; size_t hash = h(static_cast(target)); lite::CombineHash(static_cast(precision), &hash); lite::CombineHash(static_cast(layout), &hash); lite::CombineHash(static_cast(device), &hash); return hash; } bool operator<(const Place& a, const Place& b) { if (a.target != b.target) return a.target < b.target; if (a.precision != b.precision) return a.precision < b.precision; if (a.layout != b.layout) return a.layout < b.layout; if (a.device != b.device) return a.device < b.device; return false; } std::string Place::DebugString() const { STL::stringstream os; os << TargetToStr(target) << "/" << PrecisionToStr(precision) << "/" << DataLayoutToStr(layout); return os.str(); } const std::string& ActivationTypeToStr(ActivationType act) { static const std::string act2string[] = {"unk", "Relu", "Relu6", "PRelu", "LeakyRelu", "Sigmoid", "Tanh", "Swish", "Exp", "Abs", "HardSwish", "Reciprocal", "ThresholdedRelu", "Elu", "HardSigmoid"}; auto x = static_cast(act); CHECK_LT(x, static_cast(ActivationType::NUM)); return act2string[x]; } const std::string& TargetToStr(TargetType target) { static const std::string target2string[] = {"unk", "host", "x86", "cuda", "arm", "opencl", "any", "fpga", "npu", "xpu", "bm", "mlu", "rknpu", "apu", "huawei_ascend_npu"}; auto x = static_cast(target); CHECK_LT(x, static_cast(TARGET(NUM))); return target2string[x]; } const std::string& PrecisionToStr(PrecisionType precision) { static const std::string precision2string[] = {"unk", "float", "int8_t", "int32_t", "any", "float16", "bool", "int64_t", "int16_t"}; auto x = static_cast(precision); CHECK_LT(x, static_cast(PRECISION(NUM))); return precision2string[x]; } const std::string& DataLayoutToStr(DataLayoutType layout) { static const std::string datalayout2string[] = { "unk", "NCHW", "any", "NHWC", "ImageDefault", "ImageFolder", "ImageNW"}; auto x = static_cast(layout); CHECK_LT(x, static_cast(DATALAYOUT(NUM))); return datalayout2string[x]; } const std::string& TargetRepr(TargetType target) { static const std::string target2string[] = {"kUnk", "kHost", "kX86", "kCUDA", "kARM", "kOpenCL", "kAny", "kFPGA", "kNPU", "kXPU", "kBM", "kMLU", "kRKNPU", "kAPU", "kHuaweiAscendNPU"}; auto x = static_cast(target); CHECK_LT(x, static_cast(TARGET(NUM))); return target2string[x]; } const std::string& PrecisionRepr(PrecisionType precision) { static const std::string precision2string[] = {"kUnk", "kFloat", "kInt8", "kInt32", "kAny", "kFP16", "kBool", "kInt64", "kInt16"}; auto x = static_cast(precision); CHECK_LT(x, static_cast(PRECISION(NUM))); return precision2string[x]; } const std::string& DataLayoutRepr(DataLayoutType layout) { static const std::string datalayout2string[] = {"kUnk", "kNCHW", "kAny", "kNHWC", "kImageDefault", "kImageFolder", "kImageNW"}; auto x = static_cast(layout); CHECK_LT(x, static_cast(DATALAYOUT(NUM))); return datalayout2string[x]; } std::set ExpandValidTargets(TargetType target) { static const std::set valid_set({TARGET(kX86), TARGET(kCUDA), TARGET(kARM), TARGET(kOpenCL), TARGET(kNPU), TARGET(kXPU), TARGET(kBM), TARGET(kMLU), TARGET(kAPU), TARGET(kRKNPU), TARGET(kFPGA), TARGET(kHuaweiAscendNPU)}); if (target == TARGET(kAny)) { return valid_set; } return std::set({target}); } std::set ExpandValidPrecisions(PrecisionType precision) { static const std::set valid_set( {PRECISION(kFloat), PRECISION(kInt8), PRECISION(kFP16), PRECISION(kAny)}); if (precision == PRECISION(kAny)) { return valid_set; } return std::set({precision}); } std::set ExpandValidLayouts(DataLayoutType layout) { static const std::set valid_set({DATALAYOUT(kNCHW), DATALAYOUT(kAny), DATALAYOUT(kNHWC), DATALAYOUT(kImageDefault), DATALAYOUT(kImageFolder), DATALAYOUT(kImageNW)}); if (layout == DATALAYOUT(kAny)) { return valid_set; } return std::set({layout}); } } // namespace lite_api } // namespace paddle