Matrix Multiplication on GPU
How to achieve state-of-the-art matrix multiplication performance in CUDA.- 28483Murphy ≡ DeepGuide
Managing Multiple CUDA Versions on a Single Machine: A Comprehensive Guide
How to Handle Different CUDA Versions in Your Development Environment- 20455Murphy ≡ DeepGuide
Batched K-Means with Python Numba and CUDA C
How to Speed Up Your Data Analysis 1600x vs Scikit-Learn (With Code!)- 26707Murphy ≡ DeepGuide
MLX vs MPS vs CUDA: a Benchmark
A first benchmark of Apple's new ML framework MLX- 28412Murphy ≡ DeepGuide
How Fast Is MLX? A Comprehensive Benchmark on 8 Apple Silicon Chips and 4 CUDA GPUs
A benchmark of the main operations and layers on MLX, PyTorch MPS and CUDA GPUs.- 22136Murphy ≡ DeepGuide
How to Set Up a Multi-GPU Linux Machine for Deep Learning in 2024
Super-fast setup of CUDA and PyTorch in minutes!- 28874Murphy ≡ DeepGuide
Profiling CUDA using Nsight Systems: A Numba Example
Learn about profiling by inspecting concurrent and parallel Numba CUDA code in Nsight Systems- 20563Murphy ≡ DeepGuide
CUDA for AI – Intuitively and Exhaustively Explained
Parallelized AI from scratch in CUDA- 27831Murphy ≡ DeepGuide
How Bend Works: A Parallel Programming Language That "Feels Like Python but Scales Like CUDA&#
A brief introduction to Lambda Calculus, Interaction Combinators, and how they are used to parallelize operations on Bend / HVM.- 25922Murphy ≡ DeepGuide
The Mystery Behind the PyTorch Automatic Mixed Precision Library
How to get 2X speed up model training using three lines of code- 21759Murphy ≡ DeepGuide
Boost Your Python Code with CUDA
Target your GPU easily with Numba's CUDA JIT- 26662Murphy ≡ DeepGuide
We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag