Name: [ONLINE] Mastering Transformers: From Building Blocks to Real-World Applications (EuroCC)
Start: 2023-09-11T12:30:00+02:00
End: 2023-09-13T16:30:00+02:00
Location: [ONLINE]

Monday, September 11, 2023

12:30 PM Introduction

12:30 PM - 12:55 PM

12:55 PM DNN building blocks and how do they work

12:55 PM - 1:40 PM

1:40 PM Coffee Break
Coffee Break
1:40 PM - 1:50 PM

1:50 PM Hands-on with PyTorch team

1:50 PM - 3:20 PM

3:20 PM Coffee Break
Coffee Break
3:20 PM - 3:30 PM

3:30 PM Machine Learning Lifecycle

3:30 PM - 4:20 PM

4:20 PM Q&A

4:20 PM - 4:30 PM
Tuesday, September 12, 2023

12:30 PM Introduction to Attention and Vanilla Transformer

12:30 PM - 1:30 PM

1:30 PM Coffee Break
Coffee Break
1:30 PM - 1:40 PM

1:40 PM Vanilla Transformer cont. and NLP Applications

1:40 PM - 2:25 PM

2:25 PM Coffee Break
Coffee Break
2:25 PM - 2:35 PM

2:35 PM Hands-On: Build a simple transformer task

2:35 PM - 3:35 PM

3:35 PM Coffee Break
Coffee Break
3:35 PM - 3:45 PM

3:45 PM Hands-On: Use (pre-trained) NLP models

3:45 PM - 4:30 PM

4:30 PM Q&A

4:30 PM - 4:45 PM
Wednesday, September 13, 2023

12:30 PM Transformers in other domains

12:30 PM - 2:00 PM

2:00 PM Coffee Break
Coffee Break
2:00 PM - 2:10 PM

2:10 PM Deployment

2:10 PM - 2:50 PM

2:50 PM Optimisations

2:50 PM - 3:30 PM

3:30 PM Coffee Break
Coffee Break
3:30 PM - 3:40 PM

3:40 PM Multi-GPU/-node with PyTorch DDP

3:40 PM - 4:25 PM

4:25 PM Q&A

4:25 PM - 4:30 PM