Running out of RAM while running preprocess.py

dxli94 / WLASL

WACV 2020 "Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison"

https://dxli94.github.io/WLASL/

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Running out of RAM while running preprocess.py #7

Closed aaditya0702 closed 4 years ago

aaditya0702 commented 4 years ago

Thank you for collecting such a large and comprehensive dataset. When I run the preprocess.py file after downloading videos(19342 of them), it gives this error-

It's only preprocessing 42 videos and then it runs out of RAM. I have an 8GB RAM on my computer so I'm not sure why it's happening.

dxli94 commented 4 years ago

I could not reproduce the issue. Maybe you can trace the memory consumption to diagnose.

aaditya0702 commented 4 years ago

I'm sorry, it seems to be because I'm using a GPU which is using a large amount of RAM.