ML Crash Course + Code Sprint (17-21 June 2019) · SLAC Indico

ML Crash Course + Code Sprint

from Monday, 17 June 2019 (08:30) to Friday, 21 June 2019 (17:00)

Monday, 17 June 2019

08:30

08:30 - 09:00
Room: 53/3-3002 - Almanor
09:00
09:00 - 12:00
Room: 53/3-3002 - Almanor
Contributions

09:05 Introduction - Kazuhiro Terao (SLAC)

09:20 ML Crash Course - Part 1 - Kazuhiro Terao (SLAC)

10:10 ML Crash Course - Part 2 - Kazuhiro Terao (SLAC)

10:50 Hands-on: MNIST + MLP - Kazuhiro Terao (SLAC)

11:30 Hands-on: Failure of MLP on Images - Kazuhiro Terao (SLAC)
13:00

13:00 - 13:30
Room: 53/3-3002 - Almanor
13:30 Afternoon
Afternoon
13:30 - 16:40
Room: 53/3-3002 - Almanor
Contributions

13:30 ML Crash Course - CNN - Kazuhiro Terao (SLAC)

14:10 Hands-on: MNIST + CNN - Kazuhiro Terao (SLAC)

14:40 ML Crash Course: Tips for Training Deep Neural Nets - Kazuhiro Terao (SLAC)

15:20 Hands-on: CIFAR + Deep CNN - Kazuhiro Terao (SLAC)

16:10 Hands-on: Training Custom Data - Kazuhiro Terao (SLAC)
16:40

16:40 - 17:10
Room: 53/3-3002 - Almanor
Tuesday, 18 June 2019

09:00

09:00 - 09:30
Room: 53/3-3002 - Almanor
09:30
09:30 - 17:00
Room: 53/3-3002 - Almanor
Contributions

09:30 Introduction to Day 2 - Kazuhiro Terao (SLAC)

09:45 Software Container - Kazuhiro Terao (SLAC)

10:25 Training DNN - Kazuhiro Terao (SLAC)

11:00 Code Sprint - Kazuhiro Terao (SLAC)

13:00 Code Sprint - Kazuhiro Terao (SLAC)
13:00

13:00 - 17:00
Room: 53/3-3002 - Almanor
Wednesday, 19 June 2019
Thursday, 20 June 2019
Friday, 21 June 2019

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