r/MachineLearning - [D] GPU benchmarks for deep learning tasks
There is a benchmark of desktop and laptop GPU cards for deep learning: AI Benchmark. You can run these tests yourself, see https://pypi.org/project/ai-benchmark/. Take note that some GPUs are good for games but not for deep learning (for games 1660 Ti would be good enough and much, much cheaper, vide this and that). For general benchmarks, I recommend UserBenchmark (my Lenovo Y740 with Nvidia RTX 2080 Max-Q here.) For comparison of different cards between frameworks, see Performance in: Keras or PyTorch as your first deep learning framework (June 2018), based on Comparing Deep Learning Frameworks: A Rosetta Stone Approach.
Dec-18-2019, 11:53:33 GMT