【KernelBench:用于评估大语言模型(LLM)编写GPU内核能力的基准测试工具。提供4个级别的测试类别,包括单内核运算符、简单融合模式、完整模型架构和HuggingFace模型优化。可测试LLM将PyTorch算子转译为CUDA内核的能力,并评估生成代码的编译、正确性和性能】'KernelBench - Can LLMs Write GPU Kernels? A benchmark for ...
run_benchmarks: ${{ steps.filter.outputs.kernels }} steps: - uses: actions/checkout@v4 - uses: dorny/paths-filter@v2 id: filter with: filters: | kernels: - 'kernels/**' kernel-bench: needs: check-changes if: ${{ needs.check-changes.outputs.run_benchmarks == 'true' || github....
A basic kernel benchmark can be created with just a few lines of CUDA C++: voidmy_benchmark(nvbench::state& state) { state.exec([](nvbench::launch& launch) { my_kernel<<<num_blocks,256,0, launch.get_stream()>>>(); }); }NVBENCH_BENCH(my_benchmark); ...
必应词典为您提供kernel-benchmark的释义,网络释义: 核心基准程序方法;核心基准测试程序;
摘要:知识产权(IP)平台解决方案和数字信号处理器(DSP)内核的授权厂商CEVA公司宣布,BerkeleyDesignTechnology,Inc.(BDTI)已经公布对32位CEVA-TeakLite-IIIDSP进行的BDTIDSPKernelBenchmarks认证测试所得的结果。BDTI采用这个基准工具套件进行认证,结果表明CEVA-TeakLite-II达到同类处理器中最高的DSP面积效率和能源效率。此外...
The BDTI Video Kernel Benchmarks are meant to measure the capabilities of a processor and its local memory, not the impact of external memory systems, DMA controllers, and other peripheral features. These benchmarks are useful in cases where the chip's external memory systems and other such ...
The BDTImark2000™ is a summary measure of processors’ signal-processing speed. The score is distilled from a processor’s results on the BDTI DSP Kernel Benchmarks™, a suite of 12 key DSP algorithms. A higher score indicates a faster processor.
Wellein. Optimizing performance on mod- ern HPC systems: Learning from simple kernel benchmarks. In: E. Krause (ed.), Proceedings of the 2nd Russian-German Advanced Research Workshop on Compu- tational Science and High Performance Computing, March 14-16 2005, Stuttgart, Germany (to be ...
Title:Debian 10 PREEMPT_RT Kernel Benchmarks Post by:ths61onFebruary 15, 2021, 10:18:26 pm FWIW, here is a realtime benchmark. This is a cyclictest benchmark of MC26 running on Debian Buster with backports PREEMPT_RT kernel 5.9 playing 192kHz content through 6 channels of convolution FI...
On the AMD Ryzen Threadripper 3970X workstation, I recent carried out benchmarks when Linux 5.5-rc3 was built with the Clang 9.0 compiler and then again when the same kernel with the same sources and Kconfig were built using GCC 9.2.1. Ubuntu 19.10 was running on this 32-core / 64-th...