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visionml / pytracking

Visual tracking library based on PyTorch.
GNU General Public License v3.0
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Support for LMDB Dataset #424

Closed kalyan0510 closed 3 months ago

kalyan0510 commented 6 months ago

Do you plan to support loading lmdb version of datasets?
Has anyone observed training speedups on your servers by using lmdb formats in your tracking projects?

2006pmach commented 3 months ago

I tested the LMDB format on the hardware we had at ETH at the time but its performance was not convincing. So we won't support this. But feel free to modify the dataset classes to support this format. (Up to you to test if it works well on your system.)