NVIDIA Corporation

Repositories

• DALI

  A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

  python machine-learning deep-learning neural-network mxnet gpu image-processing
  C++ 396 3,249 103 22 Updated Apr 27, 2021

• deepops

  Tools for building GPU clusters
  Shell BSD-3-Clause 181 570 45 13 Updated Apr 27, 2021

• NeMo

  NeMo: a toolkit for conversational AI

  nlp text-to-speech deep-learning neural-network machine-translation speech-synthesis speech-recognition
  Jupyter Notebook Apache-2.0 468 2,634 68 18 Updated Apr 27, 2021

• cuCollections
  Cuda Apache-2.0 11 65 21 (1 issue needs help) 7 Updated Apr 27, 2021

• PyProf

  A GPU performance profiling tool for PyTorch models
  Python Apache-2.0 25 331 14 1 Updated Apr 27, 2021

• NVTX

  The NVIDIA® Tools Extension SDK (NVTX) is a C-based Application Programming Interface (API) for annotating events, code ranges, and resources in your applications.
  C Apache-2.0 6 34 4 4 Updated Apr 27, 2021

• spark-rapids

  Spark RAPIDS plugin - accelerate Apache Spark with GPUs

  big-data spark gpu rapids
  Scala Apache-2.0 81 288 382 (25 issues need help) 17 Updated Apr 27, 2021

• trt-samples-for-hackathon-cn

  Simple samples for TensorRT programming
  C++ Apache-2.0 14 45 0 0 Updated Apr 27, 2021

• TRTorch

  PyTorch/TorchScript compiler for NVIDIA GPUs using TensorRT

  machine-learning deep-learning cuda pytorch nvidia jetson tensorrt
  2 packages Jupyter Notebook BSD-3-Clause 56 648 35 (5 issues need help) 23 Updated Apr 27, 2021

• blossom-action

  Github action used for internal ci-cd pipeline
  0 1 0 0 Updated Apr 27, 2021

• FasterTransformer

  Transformer related optimization, including BERT, GPT
  C++ Apache-2.0 19 216 2 0 Updated Apr 27, 2021

• aistore

  AIStore: scalable storage for AI applications

  deep-learning etl high-performance hyper-converged object-storage commodity-hardware petascale
  Go MIT 39 386 1 0 Updated Apr 27, 2021

• 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 54 356 129 15 Updated Apr 27, 2021

• proxyfs
  Go Apache-2.0 23 52 14 12 Updated Apr 26, 2021

• fission

  Go package enabling the implementation of a multi-threaded low-level FUSE file system.
  Go Apache-2.0 2 2 4 0 Updated Apr 26, 2021

• framework-determinism

  Providing determinism in deep learning frameworks

  deep-learning tensorflow pytorch ngc gpu-support determinism gpu-determinism
  Python Apache-2.0 24 252 8 (1 issue needs help) 2 Updated Apr 26, 2021

• libcudacxx

  The C++ Standard Library for your entire system.

  cxx cpp gpu llvm cpp14 cuda cpp11
  C++ 103 1,709 71 16 Updated Apr 26, 2021

• egx-platform

  Bring AI to the EDGE
  Markdown Apache-2.0 10 35 0 0 Updated Apr 26, 2021

• ais-k8s

  Kubernetes Operator, helm charts, and production scripts for large-scale AIStore deployments on Kubernetes.
  Go MIT 2 9 0 0 Updated Apr 26, 2021

• clara-dicom-adapter

  DICOM Adapter is a component of the Clara Deploy SDK which facilitates integration with DICOM compliant systems, enables ingestion of imaging data, helps triggering of jobs with configurable rules and offers pushing the output of jobs to PACS systems.

  ai csharp dicom nvidia medical healthcare medical-imaging
  C# 6 20 1 0 Updated Apr 26, 2021

• gpu-feature-discovery

  GPU plugin to the node feature discovery for Kubernetes
  Go Apache-2.0 21 88 0 0 Updated Apr 26, 2021

• DeepLearningExamples

  Deep Learning Examples
  Jupyter Notebook 1,714 5,804 88 19 Updated Apr 26, 2021

• nvidia-container-runtime

  NVIDIA container runtime
  Go Apache-2.0 142 679 27 (1 issue needs help) 0 Updated Apr 26, 2021

• dllogger

  A logging tool for deep learning.
  Python 2 12 2 0 Updated Apr 26, 2021

• MinkowskiEngine

  Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

  computer-vision deep-learning neural-network cuda high-dimensional-data pytorch convolutional-neural-networks
  Python 163 1,171 36 3 Updated Apr 26, 2021

• cutlass

  CUDA Templates for Linear Algebra Subroutines

  deep-learning cuda deep-learning-library
  C++ BSD-3-Clause 208 1,155 35 8 Updated Apr 26, 2021

• apex

  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
  Python BSD-3-Clause 749 5,297 451 23 Updated Apr 26, 2021

• OpenSeq2Seq

  Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

  text-to-speech deep-learning tensorflow multi-node speech-synthesis speech-recognition seq2seq
  Python Apache-2.0 346 1,394 79 (2 issues need help) 6 Updated Apr 24, 2021

• libnvidia-container

  NVIDIA container runtime library
  C 103 313 29 0 Updated Apr 24, 2021

• cub

  Cooperative primitives for CUDA C++.

  cxx algorithms cpp gpu cpp14 cuda cpp11
  Cuda BSD-3-Clause 288 912 59 (6 issues need help) 12 Updated Apr 24, 2021