Thursday, 04 March 2027
08:50 | Zoom Meeting opens |
09:00 | Welcome & Presentation of AI Factory Austria AI:AT |
10:00 | Theory (75 minutes) |
- cloud and edge computing, IoT data and applications (20 min) | |
- quantization, pruning and knowledge distillation (35 min) | |
- edge hardware, runtimes, TinyML and quiz | |
10:30 | Break |
11:00 | Guided practice (60 minutes) |
- prepared UCI HAR data and FP32 baseline (5 min) | |
- quantization (10 min) | |
- pruning and fine-tuning (10 min) | |
- knowledge distillation (15 min) | |
- ONNX export and inference (10 min); comparison and discussion (10 min) | |
12:30 | Q&A (10 min) |
12:50 | End of course |