[NEW FEATURE] Automated profiling framework

[sfarrens]

Issue

Implement an automated code profiling framework for ModOpt in order to test performance improvements. This framework needs to run on a GPU either remotely (e.g. Google Collab, Kaggle Kernels) or locally (e.g. on a machine at NeuroSpin).

Are you planning to submit a Pull Request?

• Yes
• [] No

[chaithyagr]

Hey @sfarrens , you could Checkout https://github.com/rapidsai/gpuci-build-environment , it's an Nvidia provided GPU Dockers for CI, but this just sets up the environment, the run location still needs to be explored in that regard