// 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 "verifiers.h" #include "verify/verify_utils.h" namespace TosaReference { namespace { template double calcErrorBound(double referenceValue, double boundsValue, const void* cfgPtr) { const auto cfg = reinterpret_cast(cfgPtr); unused(boundsValue); return std::abs(referenceValue) * (std::pow(1 + std::pow(2, -AccPrecision::normal_frac - 1), cfg->n) - 1); } } // namespace bool verifyReduceProduct(const CTensor* referenceTensor, const CTensor* implementationTensor, const ReduceProductVerifyInfo& rpInfo) { // Validate that tensors are provided TOSA_REF_REQUIRE(referenceTensor != nullptr, "[RP] Reference tensor is missing"); TOSA_REF_REQUIRE(implementationTensor != nullptr, "[RP] Implementation tensor is missing"); const std::vector refShape(referenceTensor->shape, referenceTensor->shape + referenceTensor->num_dims); const double* refData = reinterpret_cast(referenceTensor->data); TOSA_REF_REQUIRE(refData != nullptr, "[RP] Missing data for reference"); const std::string modeStr = "RP"; switch (implementationTensor->data_type) { case tosa_datatype_fp32_t: { const auto* impData = reinterpret_cast(implementationTensor->data); TOSA_REF_REQUIRE(impData != nullptr, "[RP] Missing data for implementation"); return validateData(refData, nullptr, impData, refShape, modeStr, &rpInfo, &calcErrorBound); } case tosa_datatype_fp16_t: { const auto* impData = reinterpret_cast(implementationTensor->data); TOSA_REF_REQUIRE(impData != nullptr, "[RP] Missing data for implementation"); return validateData(refData, nullptr, impData, refShape, modeStr, &rpInfo, &calcErrorBound); } default: WARNING("[Verifier][RP] Data-type not supported."); break; } return false; } } // namespace TosaReference