deepinsight / deepinsight/insightface
How should DALI be used and why is it not speeding up?
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Description
Hi, all:
When I trained face recognition, I just generated mxrecord and set config.dali=True in the config file. I found that there was no speed-up effect with R200.
My question is:
1. Is this configuration correct? Is there anything else that needs to be pay attention to?
2. I usd the same configuration as the training log of WF42M-PFC-0.2-r100(256*16) on multi-host GPUs, training on V100-SXM2-32G x16 by reading images directly. I found that the training speed without DALI is even faster than your training speed with DALI in log, is this normal?
3. Does everyone use DALI to speed up? By how much?
Can anyone provide some suggestions? Thank you!
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