Our work is divided into two basic parts, first we try to estimate computation time and then follow it up with estimation of memory access time. Instructions in ...
Our work here presents a model to estimate performance of various applications on a modern GPU. Recently, GPUs are getting popular in the area of high ...
We have presented a linear and an ML-based performance estimation model for GPUs with or without hardware caches. The wide applicability of the models is ...
Sep 16, 2015 · Our work is divided into two basic parts, first we try to estimate computation time and then follow it up with estimation of memory access time.
Our work here presents a model to estimate performance of various applications on a modern GPU. Recently, GPUs are getting popular in the area of high ...
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Jun 13, 2024 · The 5090 is roughly 41.66% faster than a 4090. All of this analysis is done based on this number being true, as that's the only figure we have at the moment.
A model to count the number of instructions in the kernel is developed and the instruction count methodology to give exact count is found, which is used to ...
Performance estimation and application mapping on different GPUs
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First we explain the methodology for the performance estimation for GPUs with cache. ... Performance estimation of gpus with cache. In Parallel and Distributed ...
Jul 25, 2015 · Benchmarks are the way to find out raw performance. Cores, Cache and Clock speed doesn't mean anything in performance, it does help the cpu ...
Aug 8, 2024 · This post presents an investigation of a GPU workload that experiences a slowdown due to instruction cache misses.