Probing the limits of fake-quantised neural networks
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Contents
Introduction
Abstract of the project
Status: Available
- Looking for 1 Semester/Master student
- Contact: Matteo Spallanzani, Renzo Andri (Huawei RC Zurich)
Competences
Required:
- Numerical representation formats (integer, floating-point)
- Numerical analysis
- Python programming
- C/C++ programming
Optional:
- Knowledge of the PyTorch deep learning framework
- Knowledge of digital arithmetic (e.g., two's complement, overflow, wraparound)
Character
- 20% Theory
- 40% C/C++ and Python coding
- 40% Deep learning
Professor
