// 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 #include #include "verifiers.h" #include "verify/verify_utils.h" namespace TosaReference { namespace { template bool validateData(const double* ref, const OutDtype* imp, const std::vector& shape, const RelativeVerifyInfo& cfg) { const size_t T = static_cast(numElements(shape)); TOSA_REF_REQUIRE(T > 0, "[R] Invalid shape for reference tensor"); double errBound = cfg.max * cfg.scale; for (size_t i = 0; i < T; ++i) { bool valid = tosaCheckFloatBound(imp[i], ref[i], errBound); if (!valid) { auto pos = indexToPosition(i, shape); WARNING("[Verifier][RP] Location %s", positionToString(pos).c_str()); return false; } } return true; } } // namespace bool verifyRelative(const CTensor* referenceTensor, const CTensor* implementationTensor, const RelativeVerifyInfo& rInfo) { // Validate that tensors are provided TOSA_REF_REQUIRE(referenceTensor != nullptr, "[R] Reference tensor is missing"); TOSA_REF_REQUIRE(implementationTensor != nullptr, "[R] 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, "[R] Missing data for reference"); switch (implementationTensor->data_type) { case tosa_datatype_fp32_t: { const auto* impData = reinterpret_cast(implementationTensor->data); TOSA_REF_REQUIRE(impData != nullptr, "[R] Missing data for implementation"); return validateData(refData, impData, refShape, rInfo); } case tosa_datatype_fp16_t: { const auto* impData = reinterpret_cast(implementationTensor->data); TOSA_REF_REQUIRE(impData != nullptr, "[R] Missing data for implementation"); return validateData(refData, impData, refShape, rInfo); } default: WARNING("[Verifier][R] Data-type not supported."); break; } return false; } } // namespace TosaReference