/* ##############################################################################bl # MIT License # # Copyright (c) 2021 - 2023 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. ##############################################################################el An example to explore IPC and divergence, written by Nicholas Curtis [AMD]. This example may not work on all CDNA accelerators, but has been verified on MI2XX. */ #include "common.h" template __device__ void vrcp_op() { int dummy; if constexpr (N >= 1) { asm volatile("v_rcp_f64 v[0:1], v[0:1]\n" : : "{v31}"(dummy)); vrcp_op(); } } template __global__ void vrcp() { vrcp_op(); } template __device__ void vmov_op() { int dummy; if constexpr (N >= 1) { asm volatile("v_mov_b32 v0, v1\n" : : "{v31}"(dummy)); vmov_op(); } } template __global__ void vmov() { vmov_op(); } template __device__ void mfma_op() { int dummy; if constexpr (N >= 1) { asm volatile("v_mfma_f32_32x32x8bf16_1k v[0:15], v[16:17], v[18:19], v[0:15]\n" : : "{v31}"(dummy)); mfma_op(); } } template __global__ void mfma() { mfma_op(); } template __device__ void snop_op() { int dummy; if constexpr (N >= 1) { asm volatile("s_nop 0x0\n" : : "{v31}"(dummy)); snop_op(); } } template __global__ void snop() { snop_op(); } template __device__ void smov_op() { int dummy; if constexpr (N >= 1) { asm volatile("s_mov_b32 s0, s1\n" : : "{s31}"(dummy)); smov_op(); } } template __global__ void smov() { smov_op(); } template __global__ void vmov_with_divergence() { if (threadIdx.x % 64 == 0) vmov_op(); } int main() { // warmups, spam to all CUs vrcp<<<1024 * 1024, 1024>>>(); vmov<<<1024 * 1024, 1024>>>(); mfma<<<1024 * 1024, 1024>>>(); snop<<<1024 * 1024, 1024>>>(); smov<<<1024 * 1024, 1024>>>(); vmov_with_divergence<<<1024 * 1024, 1024>>>(); hipCheck(hipDeviceSynchronize()); vrcp<<<1024 * 1024, 1024>>>(); vmov<<<1024 * 1024, 1024>>>(); mfma<<<1024 * 1024, 1024>>>(); snop<<<1024 * 1024, 1024>>>(); smov<<<1024 * 1024, 1024>>>(); vmov_with_divergence<<<1024 * 1024, 1024>>>(); hipCheck(hipDeviceSynchronize()); }