diff options
Diffstat (limited to 'reference_model/include/verify.h')
| -rw-r--r-- | reference_model/include/verify.h | 53 |
1 files changed, 14 insertions, 39 deletions
diff --git a/reference_model/include/verify.h b/reference_model/include/verify.h index d294388..e449ff7 100644 --- a/reference_model/include/verify.h +++ b/reference_model/include/verify.h @@ -18,54 +18,29 @@ // //===----------------------------------------------------------------------===// -#include <cstddef> +#include "types.h" #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 + /// \brief Perform compliance validation between a reference and a target output /// - /// \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 + /// A compliance configuration is expected as it provides information about + /// the type of validation to be performed alongside with all the relevant + /// meta-data. Configuration is provided in JSON format. /// - /// \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 + /// \param ref Reference tensor to compare against + /// \param ref_bnd (Optional) Reference tensor when run on absolute inputs + /// \param imp Implementation resulting tensor + /// \param config_json Compliance configuration that indicates how and what compliance need to be performed /// - /// \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); + /// \return True in case of successful validation else false + bool tvf_verify_data(const tosa_tensor_t* ref, + const tosa_tensor_t* ref_bnd, + const tosa_tensor_t* imp, + const char* config_json); #ifdef __cplusplus } |