glow

Neural network compiler

A compiler and execution engine for neural networks that generates optimized code for hardware accelerators

Compiler for Neural Network hardware accelerators

GitHub

3k stars
155 watching
694 forks
Language: C++
last commit: 7 months ago

Related projects:

Repository Description Stars
pytorch/ignite A high-level library to help with training and evaluating neural networks in PyTorch 4,554
pytorch/pytorch A Python library providing tensors and dynamic neural networks with strong GPU acceleration 84,978
donnyyou/torchcv A comprehensive PyTorch-based framework for computer vision tasks 2,249
catalyst-team/catalyst A PyTorch framework for accelerating deep learning research and development by focusing on reproducibility, rapid experimentation, and codebase reuse. 3,300
lucidrains/imagen-pytorch Implements Google's Text-to-Image Neural Network in PyTorch using a cascading DDPM architecture with dynamic clipping and noise level conditioning. 8,127
huggingface/accelerate A tool to simplify training and deployment of PyTorch models on various devices and configurations 8,056
flashlight/flashlight A C++ machine learning library with autograd support and high-performance defaults for efficient computation. 5,300
ahkarami/deep-learning-in-production A collection of notes and references on deploying deep learning models in production environments 4,313
pyg-team/pytorch_geometric A PyTorch-based library for training and applying Graph Neural Networks to structured data 21,597
emilwallner/screenshot-to-code A deep learning-based system to convert visual mockups into static website code using neural networks. 16,446
jacobgil/pytorch-grad-cam A package providing advanced explainability methods for deep learning models in computer vision 10,781
pytorch/audio A PyTorch module providing tools and functions for audio signal processing 2,561
junyanz/interactive-deep-colorization A system for automatically colorizing black and white images with user interactions. 2,701
nvlabs/stylegan3 An implementation of a generative adversarial network architecture designed to improve image synthesis and video generation capabilities 6,478
pytorch/torchtitan A native PyTorch library for training large language models using distributed parallelism and optimization techniques. 2,765