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lines changed Original file line number Diff line number Diff line change @@ -53,12 +53,12 @@ python -m torch.distributed.launch --nproc_per_node=$NGPUS tools/train_net.py \
5353```
5454
5555### Known issues
56- 1 . If you get error ` RuntimeError: CUDA error: device-side assert triggered ` , try to re-launch the program .
56+ 1 . If you get error ` RuntimeError: CUDA error: device-side assert triggered ` , check issue # 22 , or simply re-lanunch again .
57572 . Since the voc datasets are very small, the best results usually are not achieved in the last epoch.
5858Please save the intermediate models frequently (change ` SOLVER.CHECKPOINT_PERIOD ` ) and check validation (` voc 2007 test ` ) results
5959(especially these models around the 1st learning rate dropping time).
6060You can also change the random seed ` SEED ` to a different value or ` -1 ` (random).
6161Note that setting ` SEED ` to a fixed value still cannot guarantee deterministic behavior, see explanations
6262[ here] ( https://github.com/facebookresearch/detectron2/blob/e0e166d864a2021a15a2bc2c9234d04938066265/detectron2/config/defaults.py#L604 ) .
63633 . ` OSError: Cannot allocate memory ` : please check [ this thread] ( https://github.com/prlz77/ResNeXt.pytorch/issues/5 )
64- 4 . The displayed ` max mem ` doesn't align with the trun memory usage.
64+ 4 . The displayed ` max mem ` doesn't align with the trun memory usage.
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