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yjxiong avatar yjxiong commented on May 29, 2024

Just put as much as you have into the training. The bundled Caffe is optimized to guarantee you get almost linear acceleration w.r.t. number of GPUs.

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KnightOfTheMoonlight avatar KnightOfTheMoonlight commented on May 29, 2024

I have used 8 workers out of 4 GPU for image extraction. But in the end, I find some video frames are not extracted. So the worker number upper-bound is the number of GPU card, right?

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yjxiong avatar yjxiong commented on May 29, 2024

It is fine to have more workers than that, as long as their assigned device IDs are within range of your available GPUs.

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