Hi! I'm Lorenz and I recently graduated with a MSc in Computer Science from ETH Zurich.
On this blog, I'll share methods to accelerate the training and inference of deep learning models. I'll begin with the lower hanging fruit – methods that can be implemented easily within PyTorch and Tensorflow. Later, I'll write about some of the recent research on acceleration such as more lightweight Transformer-based architectures and new pruning and quantization methods.
Feel free to send me an email if you have any questions or suggestions.