/******************************************************************************* * * MIT License * * Copyright 2019-2025 AMD ROCm(TM) Software * * 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. * *******************************************************************************/ #include #include #include #ifndef __BYTE_ORDER__ #define __BYTE_ORDER__ __ORDER_LITTLE_ENDIAN__ #endif namespace rocRoller { #pragma once inline constexpr uint16_t BFLOAT16_Q_NAN_VALUE = 0xFFC1; inline constexpr uint16_t BFLOAT16_ZERO_VALUE = 0x00; namespace DataTypes { // zero extend lower 16 bits of bfloat16 to convert to IEEE float template T cast_from_bf16(uint16_t v) { union { T fp32 = 0; uint16_t q[2]; }; #if __BYTE_ORDER__ == __ORDER_BIG_ENDIAN__ q[0] = v; #else q[1] = v; #endif return fp32; } // truncate lower 16 bits of IEEE float to convert to bfloat16 template uint16_t cast_to_bf16(T v) { uint16_t bf16; if(std::isnan(v)) { bf16 = BFLOAT16_Q_NAN_VALUE; return bf16; } union { T fp32; uint16_t p[2]; }; fp32 = v; #if __BYTE_ORDER__ == __ORDER_BIG_ENDIAN__ bf16 = p[0]; #else bf16 = p[1]; #endif return bf16; } } struct BFloat16; float bf16_to_float(const BFloat16 v); BFloat16 float_to_bf16(const float v); }