When Massive Parallelism Is Not Enough: Optimizing the Hamming Matrix
Computing the Hamming Matrix suits GPU parallelism, but its low arithmetic intensity demands careful memory optimization to beat CPUs.
I am a student at Heidelberg University interested in machine learning, scientific computing and its applications in Biology.
For those interested in the Knoty project, a Python Module dedicated to Legendrian Knots visualization, please access it here.
Recent posts
Visualizing Stem Cell Reprogramming
We train an Autoencoder on Cell Reprogramming Sequencing Data and visualize the Latent Space using an interactive UMAP.
Fixing Lightroom’s Automatic Photo Adjustment using Machine Learning
Adapting a Vision Transformer to find image rendering settings suitable for HDR image editing from small training datasets.
Exploring Skip Connections in MLPs
Investigating the Behaviour of an MLP under a novel Skip Configuration.