NVIDIA Corporation

Repositories

• deepops

  Tools for building GPU clusters
  Jsonnet BSD-3-Clause 131 399 52 (1 issue needs help) 13 Updated Aug 12, 2020

• ais-etl

  Provides for deploying custom ETL containers on AIStore, with subsequent user-defined extraction-transformation-loading in parallel, on the fly and/or offline, locally to user data.
  Python MIT 0 3 0 0 Updated Aug 12, 2020

• triton-inference-server

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

  inference
  C++ BSD-3-Clause 280 1,341 24 8 Updated Aug 12, 2020

• aistore

  AIStore: scalable storage for AI applications

  deep-learning high-performance map-reduce erasure-coding object-storage commodity-hardware scale-out
  Go MIT 31 248 0 0 Updated Aug 12, 2020

• spark-rapids

  Spark RAPIDS plugin - accelerate Apache Spark with GPUs
  Scala Apache-2.0 34 140 191 (5 issues need help) 6 Updated Aug 12, 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 20 99 64 6 Updated Aug 12, 2020

• NeMo

  NeMo: a toolkit for conversational AI

  nlp deep-learning neural-network speech-recognition nlp-machine-learning
  Python Apache-2.0 233 1,518 101 (1 issue needs help) 11 Updated Aug 12, 2020

• 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++ 335 2,729 143 20 Updated Aug 11, 2020

• jetson-gpio

  A Python library that enables the use of Jetson's GPIOs
  Python 91 260 2 0 Updated Aug 11, 2020

• DeepLearningExamples

  Deep Learning Examples
  Python 1,258 4,440 70 12 Updated Aug 11, 2020

• gdrcopy

  A fast GPU memory copy library based on NVIDIA GPUDirect RDMA technology

  linux libraries nvidia gpu-memory kernel-mode-driver gpudirect-rdma
  C MIT 75 326 17 (4 issues need help) 5 Updated Aug 11, 2020

• k8s-device-plugin

  NVIDIA device plugin for Kubernetes

  kubernetes
  Go Apache-2.0 268 833 27 4 Updated Aug 11, 2020

• apex

  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
  Python BSD-3-Clause 580 4,370 367 15 Updated Aug 10, 2020

• nvidia-container-runtime

  NVIDIA container runtime
  Go Apache-2.0 122 534 15 (1 issue needs help) 0 Updated Aug 10, 2020

• nvidia-container-toolkit

  Build and run containers leveraging NVIDIA GPUs
  Go Apache-2.0 7 17 0 0 Updated Aug 10, 2020

• OptiX_Apps

  Advanced Samples for the NVIDIA OptiX 7 Ray Tracing SDK
  C++ 4 35 0 0 Updated Aug 10, 2020

• tacotron2

  Tacotron 2 - PyTorch implementation with faster-than-realtime inference
  Jupyter Notebook BSD-3-Clause 626 2,041 42 10 Updated Aug 9, 2020

• TRTorch

  PyTorch/TorchScript compiler for NVIDIA GPUs using TensorRT
  C++ BSD-3-Clause 22 263 33 (11 issues need help) 6 Updated Aug 8, 2020

• 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 102 793 57 3 Updated Aug 8, 2020

• Megatron-LM

  Ongoing research training transformer language models at scale, including: BERT & GPT-2
  Python 244 1,445 23 5 Updated Aug 7, 2020

• flowtron

  Flowtron is an auto-regressive flow-based generative network for text to speech synthesis with control over speech variation and style transfer
  Jupyter Notebook Apache-2.0 55 396 22 5 Updated Aug 8, 2020

• nvcomp

  A library for fast lossless compression/decompression on the GPU
  C++ BSD-3-Clause 3 54 1 0 Updated Aug 7, 2020

• PyProf

  A GPU performance profiling tool for PyTorch models
  Python Apache-2.0 11 178 3 0 Updated Aug 7, 2020

• spark-xgboost-examples

  XGBoost GPU accelerated on Spark example applications
  Jupyter Notebook Apache-2.0 10 14 4 0 Updated Aug 7, 2020

• data-science-stack

  NVIDIA Data Science stack tools
  Shell Apache-2.0 15 115 13 1 Updated Aug 6, 2020

• sampleQAT

  Inference of quantization aware trained networks using TensorRT
  Python Apache-2.0 1 6 0 0 Updated Aug 7, 2020

• tensorflow

  An Open Source Machine Learning Framework for Everyone
  Apache-2.0 0 22 1 0 Updated Aug 6, 2020

• ansible-role-enroot
  BSD-3-Clause 8 5 0 0 Updated Aug 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-2.0 582 2,616 230 (6 issues need help) 21 Updated Aug 6, 2020

• gpu-operator

  NVIDIA GPU Operator creates/configures/manages GPUs atop Kubernetes
  Go Apache-2.0 34 202 19 (1 issue needs help) 0 Updated Aug 6, 2020