facebookresearch / facebookresearch/detectron2
About milestones computation in ViTDet
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Description
Hello, thank ViTDet authors for their excellent research. I am confused with the milestones in ViTDet configs:
https://github.com/facebookresearch/detectron2/blob/224cd2318fdb45b5e22bbb861ee9711ee52c8b75/projects/ViTDet/configs/COCO/mask_rcnn_vitdet_b_100ep.py#L28
So sorry I cannot understand the meaning of these two numbers (e.g., which epoch should be). I note that here you have mentioned how to compute the total iterations:
https://github.com/facebookresearch/detectron2/blob/224cd2318fdb45b5e22bbb861ee9711ee52c8b75/projects/ViTDet/configs/COCO/mask_rcnn_vitdet_b_100ep.py#L22
But I still cannot figure out how you determine milestones=[163889, 177546]? Is it related to the ``drop_last`` param in dataloader?
Many thanks for your help ;)
Contributor guide
Research direction
The question points to projects/ViTDet/configs/COCO/mask_rcnn_vitdet_b_100ep.py, especially the total-iteration calculation near line 22 and milestones near line 28. Read those definitions first, then trace how the two milestone values relate to epochs and whether drop_last is involved. Done means providing a clear explanation in the issue of the values and their epoch relationship.
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Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Documentation
- Difficulty
- 2/5
- Estimated time
- 1-3 hours
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100