// Copyright (c) 2023, 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. #include "verify_utils.h" #include #include #include namespace tosa { NLOHMANN_JSON_SERIALIZE_ENUM(DType, { { DType::DType_BOOL, "BOOL" }, { DType::DType_INT4, "INT4" }, { DType::DType_INT8, "INT8" }, { DType::DType_INT16, "INT16" }, { DType::DType_INT32, "INT32" }, { DType::DType_INT48, "INT48" }, { DType::DType_FP16, "FP16" }, { DType::DType_BF16, "BF16" }, { DType::DType_FP32, "FP32" }, }) } // namespace tosa namespace TosaReference { NLOHMANN_JSON_SERIALIZE_ENUM(VerifyMode, { { VerifyMode::Exact, "EXACT" }, { VerifyMode::Ulp, "ULP" }, { VerifyMode::DotProduct, "DOT_PRODUCT" }, { VerifyMode::ReduceProduct, "REDUCE_PRODUCT" }, { VerifyMode::FpSpecial, "FP_SPECIAL" }, }) void from_json(const nlohmann::json& j, UlpInfo& ulpInfo) { j.at("ulp").get_to(ulpInfo.ulp); } void from_json(const nlohmann::json& j, DotProductVerifyInfo& dotProductInfo) { j.at("data_type").get_to(dotProductInfo.dataType); j.at("s").get_to(dotProductInfo.s); j.at("ks").get_to(dotProductInfo.ks); } void from_json(const nlohmann::json& j, VerifyConfig& cfg) { j.at("mode").get_to(cfg.mode); if (j.contains("ulp_info")) { j.at("ulp_info").get_to(cfg.ulpInfo); } if (j.contains("dot_product_info")) { j.at("dot_product_info").get_to(cfg.dotProductInfo); } } std::optional parseVerifyConfig(const char* tensorName, const char* json) { if (!tensorName) return std::nullopt; auto jsonCfg = nlohmann::json::parse(json, nullptr, /* allow exceptions */ false); if (jsonCfg.is_discarded()) return std::nullopt; if (!jsonCfg.contains("tensors")) return std::nullopt; const auto& tensors = jsonCfg["tensors"]; if (!tensors.contains(tensorName)) return std::nullopt; const auto& namedTensor = tensors[tensorName]; return namedTensor.get(); } int64_t numElements(const std::vector& shape) { return std::accumulate(std::begin(shape), std::end(shape), 1, std::multiplies()); } DType mapToDType(tosa_datatype_t dataType) { static std::map typeMap = { { tosa_datatype_bool_t, DType_BOOL }, { tosa_datatype_int4_t, DType_INT4 }, { tosa_datatype_int8_t, DType_INT8 }, { tosa_datatype_uint16_t, DType_UINT16 }, { tosa_datatype_int16_t, DType_INT16 }, { tosa_datatype_int32_t, DType_INT32 }, { tosa_datatype_int48_t, DType_INT48 }, { tosa_datatype_fp16_t, DType_FP16 }, { tosa_datatype_bf16_t, DType_BF16 }, { tosa_datatype_fp32_t, DType_FP32 }, { tosa_datatype_shape_t, DType_SHAPE }, }; if (typeMap.count(dataType)) { return typeMap[dataType]; } return DType_UNKNOWN; } } // namespace TosaReference