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Spark in me - Internet, data science, math, deep learning, philosophy

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Spark in me - Internet, data science, math, deep learning, philosophy

3 года назад
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Which GPU(s) to Get for Deep Learning: My Experience and Advice for Using GPUs in Deep Learning timdettmers.com/2023/01…learning Wow, this time he mentions: - A primer on how GPUs work - Used GPUs - Blower fans - An interesting variety of GPUs - Finally proper caveats on memory, cooling, blower fans As usual, the Ivory tower caveats: - Not sure where you can actually get Ada or Hopper GPUs - Lol, did he see the TDP of 40* GPUs? I have not seen sane options yet ... - No mention of A10 or A5000 - No mention of Bitcoin bubble bs - No mention of EPYC vendor lock - For us FP16 only helped with memory - Did not see massive practical support of FP8 yet - No mention of 40* Nvidia pricing bs (mostly relevant for gaming) - The 1600W PSU mumbo jumbo is most likely due to the fact that he lives in the 120V country and never builds with server parts
The Best GPUs for Deep Learning in 2020 — An In-depth Analysis

Here, I provide an in-depth analysis of GPUs for deep learning/machine learning and explain what is the best GPU for your use-case and budget.

Tim Dettmers