ckirchhoff's Projects
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
Config files for my GitHub profile.
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Example models using DeepSpeed
๐ค Evaluate: A library for easily evaluating machine learning models and datasets.
image synthesis demos
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Ongoing research training transformer models at scale
OpenMMLab Computer Vision Foundation
OpenMMLab Detection Toolbox and Benchmark
MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
๐ค Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Datasets, Transforms and Models specific to Computer Vision
Hackable and optimized Transformers building blocks, supporting a composable construction.
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors