// 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. //===----------------------------------------------------------------------===// // // Verification functionality as per TOSA Specification // Output Verification : Section 1.8.2 // //===----------------------------------------------------------------------===// #include #ifdef __cplusplus extern "C" { #endif /* __cplusplus */ // Check result // // Error is valid only and only if is_valid is true struct CheckResult { bool is_valid; double error; }; /// Validate and calculate tensor element error when using an fp32 accumulator /// /// \param ref Tensor element calculated using fp64 /// \param bnd Tensor element calculated using fp64 on abs(input, weights) /// \param imp Tensor element calculated through the implementation /// \param KS The kernel size /// /// \return Output error CheckResult tosa_validate_element_accfp32(double ref, double bnd, float imp, size_t KS); /// Validate the accumulated output error /// /// \param err_sum Sum of error of all the tensor elements within a tensor /// \param err_sum_sq Sum of error squares of all the tensor elements within a tensor /// \param T Number of output (dot-product) elements /// \param KS The kernel size /// \param S Test set used as a input/weight generator /// /// \return True if the error is within margin else false bool tosa_validate_output_error(double err_sum, double err_sum_sq, size_t T, size_t KS, int S); /// Validate error of whole vector of output data /// /// \param ref Output elements calculated using fp64 /// \param bnd Output elements calculated using fp64 on abs(input, weights) /// \param imp Output elements calculated using the implementation /// \param T Number of elements in outputs (need to match) /// \param KS The kernel size /// \param S Test set used as a input/weight generator /// /// \return True if the error is within margin else false bool tosa_validate_data_fp32(const double* ref, const double* bnd, const float* imp, size_t T, size_t KS, int S); #ifdef __cplusplus } #endif /* __cplusplus */