/******************************************************************************* * * MIT License * * Copyright (C) 2022-2024 Advanced Micro Devices, Inc. * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. * *******************************************************************************/ #pragma once /*!\file * \brief provides Floating point counts of Basic Linear Algebra Subprograms (BLAS) of Level 1, 2, * 3. Where possible we are using the values of NOP from the legacy BLAS files [sdcz]blas[23]time.f * for flop count. */ /* \brief floating point counts of GEMM */ template constexpr double gemm_gflop_count(int64_t m, int64_t n, int64_t k) { return (2.0 * m * n * k) / 1e9; } template <> constexpr double gemm_gflop_count>(int64_t m, int64_t n, int64_t k) { if(k == 0) k = 1; return (8.0 * m * n * k) / 1e9; } template <> constexpr double gemm_gflop_count>(int64_t m, int64_t n, int64_t k) { return gemm_gflop_count>(m, n, k); } constexpr double gemm_gflop_count(int64_t m, int64_t n, int64_t k, hipDataType type) { switch(type) { case HIP_R_32F: return gemm_gflop_count(m, n, k); case HIP_R_64F: return gemm_gflop_count(m, n, k); case HIP_R_16F: return gemm_gflop_count(m, n, k); case HIP_R_32I: return gemm_gflop_count(m, n, k); case HIP_C_32F: return gemm_gflop_count>(m, n, k); case HIP_C_64F: return gemm_gflop_count>(m, n, k); default: hipblaslt_cerr << "Error type in gemm_gflop_count()" << std::endl; return gemm_gflop_count(m, n, k); } } template constexpr double sigmoid_gflop_count(int64_t m, int64_t n) { return (4 * m * n) / 1e9; } constexpr double sigmoid_gflop_count(int64_t m, int64_t n, hipDataType type) { switch(type) { case HIP_R_32F: return sigmoid_gflop_count(m, n); case HIP_R_64F: return sigmoid_gflop_count(m, n); case HIP_R_16F: return sigmoid_gflop_count(m, n); case HIP_R_32I: return sigmoid_gflop_count(m, n); default: hipblaslt_cerr << "Error type in sigmoid_gflop_count()" << std::endl; return sigmoid_gflop_count(m, n); } } template constexpr double relu_gflop_count(int64_t m, int64_t n) { return (m * n) / 1e9; } constexpr double relu_gflop_count(int64_t m, int64_t n, hipDataType type) { switch(type) { case HIP_R_32F: return relu_gflop_count(m, n); case HIP_R_64F: return relu_gflop_count(m, n); case HIP_R_16F: return relu_gflop_count(m, n); case HIP_R_32I: return relu_gflop_count(m, n); default: hipblaslt_cerr << "Error type in relu_gflop_count()" << std::endl; return relu_gflop_count(m, n); } } template constexpr double gelu_gflop_count(int64_t m, int64_t n) { return (9.0 * m * n) / 1e9; } constexpr double gelu_gflop_count(int64_t m, int64_t n, hipDataType type) { switch(type) { case HIP_R_32F: return gelu_gflop_count(m, n); case HIP_R_64F: return gelu_gflop_count(m, n); case HIP_R_16F: return gelu_gflop_count(m, n); case HIP_R_32I: return gelu_gflop_count(m, n); default: hipblaslt_cerr << "Error type in gelu_gflop_count()" << std::endl; return gelu_gflop_count(m, n); } } template constexpr double silu_gflop_count(int64_t m, int64_t n) { return (5.0 * m * n) / 1e9; } constexpr double silu_gflop_count(int64_t m, int64_t n, hipDataType type) { switch(type) { case HIP_R_32F: return silu_gflop_count(m, n); case HIP_R_64F: return silu_gflop_count(m, n); case HIP_R_16F: return silu_gflop_count(m, n); case HIP_R_32I: return silu_gflop_count(m, n); default: hipblaslt_cerr << "Error type in silu_gflop_count()" << std::endl; return silu_gflop_count(m, n); } } template constexpr double clamp_gflop_count(int64_t m, int64_t n) { return (2.0 * m * n) / 1e9; } constexpr double clamp_gflop_count(int64_t m, int64_t n, hipDataType type) { switch(type) { case HIP_R_32F: return clamp_gflop_count(m, n); case HIP_R_64F: return clamp_gflop_count(m, n); case HIP_R_16F: return clamp_gflop_count(m, n); case HIP_R_32I: return clamp_gflop_count(m, n); default: hipblaslt_cerr << "Error type in clamp_gflop_count()" << std::endl; return clamp_gflop_count(m, n); } }