cirKITers / cirKITers/Split-Optimization

FR: Introduce Tests

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enhancement
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Description

**Is your feature request related to a problem? Please describe.**
N/A

**Describe the solution you'd like**
Introduce tests that allow to continuously check that the following things (to be extended) are still working:
- [ ] Loss decreases within a couple of epochs
- [ ] Optimizer API is working (i.e. iterate all optimizer and check for errors)
- [ ] Data has expected shape (Batch Size x Channels x H x W) and range (0..1)
- [ ] Reproducability works (consistent data, consistent training)

**Describe alternatives you've considered**
N/A

**Additional context**
N/A

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