Gpu Development with Python 101 - Jacob Tomlinson | PyData Global 2021

[DahnJ]

https://www.youtube.com/watch?v=aIFjEK7p9Zw&ab_channel=PyData

0:00 Welcome
0:39 Jacob Tomlinson
4:40 Tutorial overview
6:07 1.0 CPU GPU Comparison
15:00 2.0 Numba
22:55 2.0 Numba — Hello World 
40:18 2.0 Numba — Memory management
44:11 2.1 Numba lab + questions from the chat
53:02 2.2 Numba lab (solution)
56:44 2.3 Gaussian blur with Numba
1:06:53 2.4 Numba lab 2 + questions from the chat
1:09:26 2.5 Numba lab 2 (solution)
1:11:57 3.0 pyNVML
1:15:49 4.0 CuPy
1:18:56 5.0 CUDA Array Interface
1:21:04 6.0 cuDF
1:21:21 7.0 cuML
1:21:55 Questions