NVIDIA Corporation

Repositories

• DALI

  A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications

  python machine-learning deep-learning neural-network gpu image-processing gpu-tensorflow
  C++ 326 2,649 134 18 Updated Jul 6, 2020

• spark-rapids

  Spark RAPIDS plugin - accelerate Apache Spark with GPUs
  Scala Apache-2.0 23 97 144 (3 issues need help) 7 Updated Jul 6, 2020

• VideoProcessingFramework

  Set of Python bindings to C++ libraries which provides full HW acceleration for video decoding, encoding and GPU-accelerated color space and pixel format conversions
  C++ Apache-2.0 54 361 9 (1 issue needs help) 0 Updated Jul 6, 2020

• NeMo

  NeMo: a toolkit for conversational AI

  nlp deep-learning neural-network speech-recognition nlp-machine-learning
  Python Apache-2.0 205 1,443 73 (1 issue needs help) 11 Updated Jul 6, 2020

• DeepLearningExamples

  Deep Learning Examples
  Python 1,153 4,181 65 11 Updated Jul 6, 2020

• spark-xgboost-examples

  XGBoost GPU accelerated on Spark example applications
  Jupyter Notebook Apache-2.0 3 7 2 1 Updated Jul 6, 2020

• aistore

  AIStore: scalable storage for AI applications

  deep-learning high-performance map-reduce erasure-coding object-storage commodity-hardware scale-out
  Go MIT 29 237 0 1 Updated Jul 6, 2020

• TensorRT

  TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

  deep-learning nvidia tensorrt
  C++ Apache-2.0 537 2,478 190 (7 issues need help) 23 Updated Jul 5, 2020

• deepops

  Tools for building GPU clusters
  Jsonnet BSD-3-Clause 122 381 50 (1 issue needs help) 11 Updated Jul 5, 2020

• NVTabular

  NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.
  Python Apache-2.0 16 79 69 5 Updated Jul 4, 2020

• kmeans

  kmeans clustering with multi-GPU capabilities
  Cuda Apache-2.0 23 64 2 0 Updated Jul 3, 2020

• NVIDIAOpticalFlowSDK

  Optical Flow SDK exposes the latest hardware capability of Turing GPUs dedicated to computing the relative motion of pixels between images. The hardware uses sophisticated algorithms to yield highly accurate flow vectors, with robust frame-to-frame intensity variations and tracks the true object motion faster and more accurately.
  C 1 26 0 0 Updated Jul 3, 2020

• retinanet-examples

  Fast and accurate object detection with end-to-end GPU optimization

  python deep-learning neural-network pytorch object-detection tensorrt retinanet
  Python BSD-3-Clause 154 476 2 1 Updated Jul 3, 2020

• triton-inference-server

  The Triton Inference Server provides a cloud inferencing solution optimized for NVIDIA GPUs.

  inference
  C++ BSD-3-Clause 264 1,269 32 7 Updated Jul 3, 2020

• PyProf

  A GPU performance profiling tool for PyTorch models
  Python Apache-2.0 9 156 3 2 Updated Jul 3, 2020

• ngc-container-environment-modules

  Environment modules for NGC containers

  singularity lmod ngc
  Lua MIT 0 5 0 0 Updated Jul 2, 2020

• TRTorch

  PyTorch/TorchScript compiler for NVIDIA GPUs using TensorRT
  C++ BSD-3-Clause 17 219 35 (14 issues need help) 2 Updated Jul 2, 2020

• gpu-feature-discovery

  GPU plugin to the node feature discovery for Kubernetes
  Go Apache-2.0 12 51 0 1 Updated Jul 2, 2020

• hpc-container-maker

  HPC Container Maker

  docker hpc containers singularity
  Python Apache-2.0 46 215 3 1 Updated Jul 2, 2020

• apex

  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
  Python BSD-3-Clause 546 4,194 352 17 Updated Jul 2, 2020

• nccl

  Optimized primitives for collective multi-GPU communication
  C++ 343 1,263 34 14 Updated Jul 2, 2020

• nvindex-cloud

  NVIDIA IndeX cloud utilities
  Makefile Apache-2.0 0 3 0 0 Updated Jul 2, 2020

• pyxis

  Container plugin for Slurm Workload Manager
  C Apache-2.0 5 32 2 0 Updated Jul 1, 2020

• FastPhotoStyle

  Style transfer, deep learning, feature transform
  Python 1,086 10,285 42 8 Updated Jul 1, 2020

• libnvidia-container

  NVIDIA container runtime library
  C 81 246 18 1 Updated Jul 1, 2020

• libglvnd

  The GL Vendor-Neutral Dispatch library
  C 78 331 0 0 Updated Jul 1, 2020

• ising-gpu

  GPU-accelerated Monte Carlo simulations of 2D Ising Model
  Cuda MIT 6 14 1 1 Updated Jul 1, 2020

• DL4AGX

  Deep Learning tools and applications for NVIDIA AGX platforms.

  embedded computer-vision deep-learning cuda autonomous-driving drive-agx
  C++ Apache-2.0 18 50 8 (1 issue needs help) 1 Updated Jul 1, 2020

• enroot

  A simple yet powerful tool to turn traditional container/OS images into unprivileged sandboxes.
  Shell Apache-2.0 18 137 0 0 Updated Jun 30, 2020

• open-gpu-doc

  Documentation of NVIDIA chip/hardware interfaces
  C MIT 50 856 0 1 Updated Jun 30, 2020