Integrate pipeline with activeloop hub #1
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Work performed
After exporting a training dataset in YOLO format from Labelflow and send it as a Hub dataset using labelflow/labelflow#659, I created here a training script to use any Hub dataset for training, instead of a local Coco dataset as done originally. Additionally, I created a benchmark script "speed_test_hub.py" that compares the speed of data loading whether it's local or remote w/ hub. Results are encouraging.
Problems encountered
On macOS there is a PyTorch issue that hinders multiprocessing for data loading. I couldn't find a proper workaround (see https://stackoverflow.com/questions/64772335/pytorch-w-parallelnative-cpp206). Interestingly, that issue does not appear for regular training (with a local coco dataset), so there are some side effects due to the hub usage.