Over usage of RAM

[Snehabahl123]

I don't understand why does the RAM usage increase so much..
I am running the code on Colab Pro.
and within 1680 / 39544 the approximately 25GB RAM get's used up

[ahnonay]

The code is not optimized to minimize RAM usage. The machines we trained on typically had 32GB RAM available.

[Snehabahl123]

okay
Any way around it? any suggestions on how we could improve it?

Thanks

[ahnonay]

Maybe decreasing the batch size can help, but I'm not sure

[Snehabahl123]

Thanks