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Update GETTING_STARTED.md
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docs/GETTING_STARTED.md

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

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