Are you seeing this memory usage by allocating a single scalar CUDATensor only?
Based on the GPU memory usage for the Python process I would assume that you are running a larger workload.
I don’t know what ...nesBasicas/env.bin/python executes, but would generally recommend to close all unnecessary processes so that your main training script can use as much memory as possible.