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> GPUs work better in a batch world. This categorical insight should be front and center of any discussion about the relative merits of using GPUs vs CPUs.
by eternalban 6y ago
> GPUs work better in a batch world.
This categorical insight should be front and center of any discussion about the relative merits of using GPUs vs CPUs.
- lmeyerov 6y agoThat seems inaccurate. GPUs are used for stuff like real-time games, video, and ML inference: the hardware is explicitly built for heavy streaming. I would agree that productive GPU data frameworks in streaming modes are nascent, e.g., https://medium.com/rapids-ai/gpu-accelerated-stream-processing-with-rapids-f2b725696a61 https://medium.com/rapids-ai/gpu-accelerated-stream-processi... .