// Copyright (c) 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 "half.hpp" #include "verifiers.h" namespace { template bool compliant(const double& referenceValue, const Datatype& implementationValue) { // Compliant when values are both nans OR when values are both finite/infinite and have the same sign return (std::isnan(referenceValue) && std::isnan(implementationValue)) || (std::isnan(referenceValue) == std::isnan(implementationValue) && std::isfinite(referenceValue) == std::isfinite(implementationValue) && std::signbit(referenceValue) == std::signbit(implementationValue)); } template <> bool compliant(const double& referenceValue, const half_float::half& implementationValue) { // Compliant when values are both nans OR when values are both finite/infinite and have the same sign return (std::isnan(referenceValue) && half_float::isnan(implementationValue)) || (std::isnan(referenceValue) == half_float::isnan(implementationValue) && std::isfinite(referenceValue) == half_float::isfinite(implementationValue) && std::signbit(referenceValue) == half_float::signbit(implementationValue)); } template bool verify(const double* refData, const double* refDataEnd, Datatype* impData, const int64_t elementCount, const std::vector refShape) { auto pair = std::mismatch(refData, refDataEnd, impData, std::next(impData, elementCount), [](const double& referenceValue, const Datatype& implementationValue) { return compliant(referenceValue, implementationValue); }); if (std::get<0>(pair) == refDataEnd) { // No mismatch found return true; } else { auto pos = TosaReference::indexToPosition(std::get<0>(pair) - refData, refShape); WARNING("[Verfier][FS] Location %s", TosaReference::positionToString(pos).c_str()); return false; } } } // namespace namespace TosaReference { bool verifyFpSpecial(const CTensor* referenceTensor, const CTensor* implementationTensor) { // Validate that tensors are provided TOSA_REF_REQUIRE(referenceTensor != nullptr, "[FS] Reference tensor is missing"); TOSA_REF_REQUIRE(implementationTensor != nullptr, "[FS] Implementation tensor is missing"); // Get number of elements const std::vector refShape(referenceTensor->shape, referenceTensor->shape + referenceTensor->num_dims); const auto elementCount = numElements(refShape); TOSA_REF_REQUIRE(elementCount > 0, "[FS] Invalid shape for reference tensor"); TOSA_REF_REQUIRE(referenceTensor->data_type == tosa_datatype_fp64_t, "[FS] Reference tensor is not fp64"); const auto* refData = reinterpret_cast(referenceTensor->data); TOSA_REF_REQUIRE(refData != nullptr, "[FS] Missing data for reference"); const auto* refDataEnd = std::next(refData, elementCount); switch (implementationTensor->data_type) { case tosa_datatype_fp32_t: { const auto* impData = reinterpret_cast(implementationTensor->data); TOSA_REF_REQUIRE(impData != nullptr, "[FS] Missing data for implementation"); return verify(refData, refDataEnd, impData, elementCount, refShape); } case tosa_datatype_fp16_t: { const auto* impData = reinterpret_cast(implementationTensor->data); TOSA_REF_REQUIRE(impData != nullptr, "[FS] Missing data for implementation"); return verify(refData, refDataEnd, impData, elementCount, refShape); } default: WARNING("[Verifier][FS] Data-type not supported."); break; } return false; } } // namespace TosaReference