High_Performance_Computing_For_Machine_Learning

Exercises and projects developed during the HPC for ML Course at NYU Spring18

1. Assignment 1: ML performance analysis using C with MKL and Python with NumPy and PyTorch.
2. Assignment 2: Convolutional Neural Networks using CUDA and CuDNN.
3. Assignment 3: Distributed and parallel programming using MPI and PyTorch.