IA307 / 5AI07
GPU Programming for Deep Learning
Programmation GPU pour l'apprentissage
Goran Frehse, ENSTA Paris
Strongly suggested reading:
Strongly suggested reading:
Coding CUDA in Colab: Compiling and Debugging CUDA in Colab
Abstracting Matrix Computations: Coding and Testing with the fmatrix Data Structure
14/02/2025:
Quizz fmatrix (submit during session!)
Quizz cuBLAS (submit during session!)
Lab: Implementing Essential Matrix Operations (ungraded)
17/02/2025:
Lab: Linear Classification (GRADED!, submit before 16:15 on 07/03/2025)
compare with results on Tensorflow here.
21/02/2025:
Course: Using fmatrix in Python
From linear classifcation to neural networks (link to Caltech CS 179)
Quizz Part 1, Quizz Part 2 (submit during session!)
7/03/2025:
Lab: Neural Networks (ungraded)