mlobserve

Plot system resource usage of your deep learning system resources like GPU, CPU, Disks

Collect data with:

python3 observe.py

Start model now

Optionally, terminate observe.py to stop data collection:

Ctrl+C

Plot resource usage:

python3 showplot.py

Requirements:

Ubuntu's sysstat package:

sudo apt install sysstat

NOTE: Activate conda/venv prior to next steps.

NVIDIA nvidia-ml-py

pip install nvidia-ml-py

Python dependencies:

pip install matplotlib
pip install pandas