2 repos
Techniques and compiler-level transformations to maximize computational efficiency and execution speed of machine learning models.
Explore 2 awesome GitHub repositories matching artificial intelligence & ml · Model Performance Optimizations. Refine with filters or upvote what's useful.
TensorFlow is a comprehensive machine learning framework designed for the construction, training, and deployment of complex mathematical models. It utilizes a graph-based execution model that represents operations as directed acyclic graphs, enabling automatic differentiation and efficient parallel processing. The syst
Implements advanced compiler-level transformations to maximize computational efficiency and execution speed across diverse hardware.
This project is an open-source, interactive educational platform designed to teach deep learning through a comprehensive, code-first curriculum. It provides a structured learning path that covers foundational mathematics, modern neural network architectures, and practical optimization techniques, enabling practitioners
Teaches software abstractions and optimization techniques to maximize the computational efficiency of deep learning models.