IA307 / 5AI07

Strongly suggested reading:

1. Coding CUDA in Colab: Compiling and Debugging CUDA in Colab

2. Abstracting Matrix Computations: Coding and Testing with the fmatrix Data Structure

3. FAQ for Colab and CUDA

13/02/2025 (morning):

1. Quizz fmatrix (submit during session!)

2. Quizz cuBLAS (submit during session!)

3. Course: Linear Classification 

4. Lab: Implementing Essential Matrix Operations (ungraded)

13/02/2025 (afternoon):

1. Lab: Linear Classification (GRADED!, submit before 16:30 on 20/02/2025)

   • compare with results on Tensorflow here.

20/02/2025 (morning):

1. Course: Using fmatrix in Python

2. From linear classifcation to neural networks (link to Caltech CS 179)

3. Quizz Numerics, Quizz Linear Classification (submit during session!)

20/02/2025 (afternoon):

Lab: Neural Networks (ungraded)