| |
| // 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 <nlohmann/json.hpp> |
| |
| #include <algorithm> |
| #include <map> |
| |
| 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" }, |
| { VerifyMode::Round, "ROUND" }, |
| }) |
| |
| 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("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); |
| j.at("data_type").get_to(cfg.dataType); |
| 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<VerifyConfig> 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<VerifyConfig>(); |
| } |
| |
| int64_t numElements(const std::vector<int32_t>& shape) |
| { |
| return std::accumulate(std::begin(shape), std::end(shape), 1, std::multiplies<int64_t>()); |
| } |
| |
| DType mapToDType(tosa_datatype_t dataType) |
| { |
| static std::map<tosa_datatype_t, DType> 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 |