Cette formation sera donnée en anglais. Elle est offerte aux membres de l'équipe Calcul Québec, du Mila, du CRDM et de Calcul Canada.

Agenda:

Morning (Deep Learning):

• Lecture: Deep Learning Demystified
• Hands-on Lab 1: Image Classification with DIGITS
• Hands-on Lab 2: Applications of DL with Caffe/Theano/Torch

Afternoon (Advanced Topics):

• Volta/CUDA 9/OpenACC update
• Roundtable

The roundtable discussion will give us a chance to talk about other topics you are interested in, or go into more depth on any of the topics listed above.

Logistics: our hands-on labs use jupyter notebooks accessed through web sockets, and Amazon GPU instances on the backend. Each person should just have a laptop with a browser, which they can test here (look for green checkmarks for port 80).

Participants in the morning session are expected to have basic knowledge GPUs. Participants in the afternoon session are expected to have basic knowledge of CUDA.