Changing format for the tutorial

[VRehnberg]

After holding in the workshop part I felt that it might be worth it to make it more interactive for the participants.

The preliminary idea is that the presentation part is kept as is while the workshop part is made into a short presentation of what it will contain and then a voluntary part where participants can go through examples in break-out rooms where I can go around and help those that need help and answer questions.

If users are supposed to use the system it might have to be some changes to the examples and especially there is a problem in how to reserve resources only for workshop participants.

Changes:

• [x] Short presentation of the different parts
• [x] ex1: Connecting and submitting jobs
  • [x] Example
  • [x] Excercise
• [x] ex2: ML Hello World w/o and then w/ a single GPU
  • [x] Example
  • [x] Excercise
• [x] ex3: Loading data (provided, own and downloading)
  • [x] Example
  • [x] Excercise
• [x] ex4: Checkpointing
  • [x] Example
  • [x] Excercise
• [x] ex5: Profiling w/ TensorBoard (or alternative)
  • [x] Example
  • [x] Excercise
• [x] ex6: Distributed computing (multi-node)
  • [x] Example
  • [x] Excercise

For these there should in the best case be examples for TensorFlow, PyTorch and (possibly) Matlab. Other frameworks can be added later on request.

[VRehnberg]

I'm basically done with the PyTorch part what is left is:

• [x] TensorFlow
  • [x] Part 1
  • [x] Part 2
  • [x] Part 3
  • [x] Part 4
  • [x] Part 5
  • [x] Part 6
  • [x] Part 7
• [ ] Benchmarking for the distributed part
• [x] Decide what to showcase before the individual parts are starting

[VRehnberg]

Closing as stale.