// Copyright (c) 2023-2024, ARM Limited. // // 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. #ifndef GENERATE_UTILS_H_ #define GENERATE_UTILS_H_ #include "dtype.h" #include #include #include #include namespace TosaReference { /// \brief Supported generator types enum class GeneratorType { Unknown, PseudoRandom, DotProduct, OpFullRange, OpBoundary, OpSpecial, FixedData, }; /// \brief Supported input types enum class InputType { Variable, Constant, }; /// \brief Dot-product generator meta-data struct DotProductInfo { DotProductInfo() = default; int32_t s; int32_t ks; DType accType; int32_t axis; std::vector kernel; }; /// \brief Pseudo random generator meta-data struct PseudoRandomInfo { PseudoRandomInfo() = default; int64_t rngSeed; std::vector range; bool round; }; /// \brief Fixed data generator meta-data struct FixedDataInfo { FixedDataInfo() = default; std::vector data; }; /// \brief Generator configuration struct GenerateConfig { GeneratorType generatorType; DType dataType; InputType inputType; std::vector shape; int32_t inputPos; tosa::Op opType; DotProductInfo dotProductInfo; PseudoRandomInfo pseudoRandomInfo; FixedDataInfo fixedDataInfo; }; /// \brief Parse the generator config when given in JSON form std::optional parseGenerateConfig(const char* json, const char* tensorName); /// \brief Extract number of total elements int64_t numElementsFromShape(const std::vector& shape); /// \brief Size in bytes of a given type size_t elementSizeFromType(DType type); }; // namespace TosaReference #endif // GENERATE_UTILS_H_