// 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. #include #include #include #include #include #include "half.hpp" #include "verifiers.h" namespace TosaReference { namespace { template double calcErrorBound(double referenceValue, double boundsValue, const void* cfgPtr) { const auto cfg = reinterpret_cast(cfgPtr); double valBound = std::abs(referenceValue) * boundsValue; if (cfg->lowerBound > 0) { valBound = std::max(cfg->lowerBound, valBound); } return exp2(-AccPrecision::normal_frac / cfg->normalDivisor) * valBound; } } // namespace bool verifyAbsError(const CTensor* referenceTensor, const CTensor* boundsTensor, const CTensor* implementationTensor, const AbsErrorVerifyInfo& aeInfo) { // Validate that tensors are provided TOSA_REF_REQUIRE(referenceTensor != nullptr, "[AE] Reference tensor is missing"); TOSA_REF_REQUIRE(boundsTensor != nullptr, "[AE] Reference bounds tensor is missing"); TOSA_REF_REQUIRE(implementationTensor != nullptr, "[AE] Implementation tensor is missing"); const std::vector refShape(referenceTensor->shape, referenceTensor->shape + referenceTensor->num_dims); const double* refData = reinterpret_cast(referenceTensor->data); const double* refBndData = reinterpret_cast(boundsTensor->data); TOSA_REF_REQUIRE(refData != nullptr && refBndData != nullptr, "[AE] Missing data for reference or bounds tensors"); const std::string modeStr = "AE"; switch (implementationTensor->data_type) { case tosa_datatype_fp32_t: { const auto* impData = reinterpret_cast(implementationTensor->data); TOSA_REF_REQUIRE(impData != nullptr, "[AE] Missing data for implementation"); return validateData(refData, refBndData, impData, refShape, modeStr, &aeInfo, &calcErrorBound); } case tosa_datatype_fp16_t: { const auto* impData = reinterpret_cast(implementationTensor->data); TOSA_REF_REQUIRE(impData != nullptr, "[AE] Missing data for implementation"); return validateData(refData, refBndData, impData, refShape, modeStr, &aeInfo, &calcErrorBound); } default: WARNING("[Verifier][AE] Data-type not supported."); break; } return false; } } // namespace TosaReference