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Training is slow. about upsnet HOT 4 CLOSED

uber-research avatar uber-research commented on May 28, 2024
Training is slow.

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Comments (4)

YuwenXiong avatar YuwenXiong commented on May 28, 2024

K80 is ~2x slower than 1080 Ti (5.6 TFLOPS vs 11.3 TFLOPS). And we suggest use 8-16 GPUs for coco experiments. I think on COCO 10 days for 4 K80 GPU is a normal time. Please try smaller dataset such as Cityscapes.

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dxbdxx avatar dxbdxx commented on May 28, 2024

Thank you. I'll try this.

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lxtGH avatar lxtGH commented on May 28, 2024

@YuwenXiong Hi, What using 4 1080TI GPU on COCO? How long does it cost on COCO? I have tried to train cityscapes which cost me about 2 days.

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YuwenXiong avatar YuwenXiong commented on May 28, 2024

4 1080Ti for cityscapes should be done < 1day, and for coco it will be ~7 days

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