/******************************************************************************* * * MIT License * * Copyright (C) 2021-2025 Advanced Micro Devices, Inc. All rights reserved. * * 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. * *******************************************************************************/ #ifndef ROCWMMA_PERFORMANCE_HPP #define ROCWMMA_PERFORMANCE_HPP #include namespace rocwmma { // Architectures class ArchGfx908; class ArchGfx90a; class Vega20; class DefaultArch; template struct MfmaPerfTraits; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 1024 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 1024 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 0 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 0 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 0 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 0 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 1024 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 1024 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 256 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 0 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 256 }; }; // gfx908 template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 1024 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 1024 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 0 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 0 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 0 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 0 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 512 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 1024 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 256 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 0 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 0 }; }; // gfx90a template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 1024 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 1024 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 0 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 0 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 0 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 0 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 1024 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 1024 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 256 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 0 }; }; template <> struct MfmaPerfTraits { enum : uint32_t { Multiplier = 256 }; }; #if !ROCWMMA_TESTS_NO_HALF template struct MfmaPerfTraits : public MfmaPerfTraits { }; #endif // !ROCWMMA_TESTS_NO_HALF template struct VALUPerfTraits; // MI-100 template <> struct VALUPerfTraits { enum : uint32_t { Multiplier = 256 }; }; template <> struct VALUPerfTraits { enum : uint32_t { Multiplier = 256 }; }; template <> struct VALUPerfTraits { enum : uint32_t { Multiplier = 128 }; }; template <> struct VALUPerfTraits { enum : uint32_t { Multiplier = 256 }; }; template <> struct VALUPerfTraits { enum : uint32_t { Multiplier = 128 }; }; template <> struct VALUPerfTraits { enum : uint32_t { Multiplier = 64 }; }; // ArchGfx90a template <> struct VALUPerfTraits { enum : uint32_t { Multiplier = 256 }; }; template <> struct VALUPerfTraits { enum : uint32_t { Multiplier = 256 }; }; template <> struct VALUPerfTraits { enum : uint32_t { Multiplier = 128 }; }; template <> struct VALUPerfTraits { enum : uint32_t { Multiplier = 256 }; }; template <> struct VALUPerfTraits { enum : uint32_t { Multiplier = 128 }; }; template <> struct VALUPerfTraits { enum : uint32_t { Multiplier = 128 }; }; #if !ROCWMMA_TESTS_NO_HALF template struct VALUPerfTraits : public VALUPerfTraits { }; #endif // !ROCWMMA_TESTS_NO_HALF inline double calculateGFlops(uint32_t m, uint32_t n, uint32_t k) { return 2.0 * static_cast(m) * static_cast(n) * static_cast(k) * 1.0e-9; } inline double calculateTFlopsPerSec(uint32_t m, uint32_t n, uint32_t k, double elapsedTimeMs) { return calculateGFlops(m, n, k) / elapsedTimeMs; } template class PerfTraits = rocwmma::MfmaPerfTraits> inline double calculatePeakGFlopsPerSec(uint32_t freqMHz, uint32_t cuCount) { return static_cast(PerfTraits::Multiplier) * static_cast(cuCount) * static_cast(freqMHz) * 1.0e-3; } } // namespace rocwmma #endif // ROCWMMA_PERFORMANCE_HPP