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JCZ404 / Semi-DETR

[CVPR 2023] Official implementation of the paper "Semi-DETR: Semi-Supervised Object Detection with Detection Transformers"
https://arxiv.org/abs/2307.08095
MIT License
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Training Time #20

Closed Re-dot-art closed 5 months ago

Re-dot-art commented 6 months ago

May I ask how long does it take for one experimental setup to run an experiment with 8*v100 sheets?

JCZ404 commented 5 months ago

In our experiments, it takes about 21hours for the semi-supervised training with DINO detectors with 8*A100 cards with the single card batch size of 5, and the ratio of labeled and unlabeled images is 1:4. It probably takes a little longer time with V100 cards.