NVIDIA A2 performance in Matlab R2023b is lousy
6 次查看(过去 30 天)
显示 更早的评论
We've got a new GPU: NVIDIA A2 (~1400€).
Its performance with Matlab R2023b is really bad.
Let's compare it with an old NVIDIA Geforce GTX 1050 Ti (~200€) by using gpuBench (double precision results, higher is better):
I wonder why it performs so bad. In all technical aspcets, the A2 is superior. Any idea?
0 个评论
采纳的回答
Joss Knight
2023-10-13
编辑:Joss Knight
2023-10-13
The A2's spec says its double precision performance is 140 GFLOPS vs the V100's 7 TFLOPS, so this is pretty much expected. Even its single precision performance is significantly worse. It also has a weak memory bandwidth.
I guess the lesson is that NVIDIA wants to give you a range of performance vs price trade-offs even with the latest architectures. I'm guessing the A2 is coming in at about 1/10th the price of the V100, or thereabouts?
I'll admit I'm less certain why it performs worse than the 1050. Obviously there are a lot of different factors involved, but you might want to contact NVIDIA. As a data center GPU it does have certain power and cooling requirements that could affect its performance if not done right.
3 个评论
更多回答(0 个)
另请参阅
类别
在 Help Center 和 File Exchange 中查找有关 GPU Computing 的更多信息
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!