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Sorry to hear that. Do you have enough memory, etc... Maybe try using top or similar tools to see if the CPU is still being utilized by the python process when the code hangs.
On executing command: python train.py --batch-size 2 ,training freezes at last step of first epoch.
All the libraries are according to the requirement.txt file
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