NVIDIA Corporation

Repositories

• NeMo

  NeMo: a toolkit for conversational AI

  nlp text-to-speech deep-learning neural-network machine-translation speech-synthesis speech-recognition
  Jupyter Notebook Apache-2.0 512 2,773 63 18 Updated Jun 11, 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 62 396 127 (1 issue needs help) 22 Updated Jun 11, 2021

• aistore

  AIStore: scalable storage for AI applications

  deep-learning etl high-performance hyper-converged object-storage commodity-hardware petascale
  Go MIT 40 403 1 0 Updated Jun 11, 2021

• 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++ 412 3,310 106 28 Updated Jun 11, 2021

• spark-rapids

  Spark RAPIDS plugin - accelerate Apache Spark with GPUs

  big-data spark gpu rapids
  Scala Apache-2.0 90 311 391 (23 issues need help) 14 Updated Jun 11, 2021

• thrust

  The C++ parallel algorithms library.

  cxx algorithms cpp gpu cpp14 cuda cpp11
  C++ 585 3,334 286 (2 issues need help) 7 Updated Jun 11, 2021

• cub

  Cooperative primitives for CUDA C++.

  cxx algorithms cpp gpu cpp14 cuda cpp11
  Cuda BSD-3-Clause 296 934 62 (2 issues need help) 12 Updated Jun 11, 2021

• CUDALibrarySamples

  CUDA Library Samples
  C++ 44 175 8 1 Updated Jun 11, 2021

• gpu-operator

  NVIDIA GPU Operator creates/configures/manages GPUs atop Kubernetes
  Go Apache-2.0 71 353 34 0 Updated Jun 11, 2021

• HugeCTR

  HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training
  C++ Apache-2.0 103 428 58 9 Updated Jun 11, 2021

• Megatron-LM

  Ongoing research training transformer language models at scale, including: BERT & GPT-2
  Python 387 2,144 62 7 Updated Jun 11, 2021

• framework-determinism

  Providing determinism in deep learning frameworks

  deep-learning tensorflow pytorch ngc gpu-support determinism gpu-determinism
  Python Apache-2.0 25 273 8 (1 issue needs help) 2 Updated Jun 11, 2021

• cutlass

  CUDA Templates for Linear Algebra Subroutines

  deep-learning cuda deep-learning-library
  C++ BSD-3-Clause 220 1,194 42 6 Updated Jun 11, 2021

• ansible-role-nvidia-driver
  Jinja BSD-3-Clause 32 38 4 6 Updated Jun 10, 2021

• cuCollections
  Cuda Apache-2.0 12 72 22 (1 issue needs help) 12 Updated Jun 10, 2021

• gpu-monitoring-tools

  Tools for monitoring NVIDIA GPUs on Linux
  C Apache-2.0 254 781 70 9 Updated Jun 10, 2021

• TensorRT

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

  deep-learning nvidia tensorrt
  C++ Apache-2.0 908 3,781 134 21 Updated Jun 10, 2021

• DeepLearningExamples

  Deep Learning Examples
  Jupyter Notebook 1,773 6,031 99 25 Updated Jun 10, 2021

• cuda-samples

  Samples for CUDA Developers which demonstrates features in CUDA Toolkit

  cuda cuda-kernels cuda-driver-api cuda-opengl
  C 440 1,207 17 9 Updated Jun 10, 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 65 714 47 (5 issues need help) 14 Updated Jun 10, 2021

• energy-sdk

  GPU Accelerated Building Blocks integrating HPC+AI for Energy Customers
  Jupyter Notebook 10 9 0 0 Updated Jun 10, 2021

• cudnn-frontend

  cudnn_frontend provides a c++ wrapper for the cudnn backend API and samples on how to use it
  C++ MIT 6 64 0 0 Updated Jun 9, 2021

• deepops

  Tools for building GPU clusters
  Shell BSD-3-Clause 188 592 45 11 Updated Jun 9, 2021

• ansible-role-nvidia-docker
  Shell 13 18 3 1 Updated Jun 9, 2021

• ngc-container-replicator

  NGC Container Replicator

  deep-learning containers nvidia-docker nvidia-gpus
  Python BSD-3-Clause 8 16 5 (1 issue needs help) 6 Updated Jun 9, 2021

• Q2RTX

  NVIDIA’s implementation of RTX ray-tracing in Quake II
  C 101 788 43 6 Updated Jun 9, 2021

• 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-2.0 100 564 25 1 Updated Jun 9, 2021

• Imageinary

  Imageinary is a reproducible mechanism which is used to generate large image datasets at various resolutions. The tool supports multiple image types, including JPEGs, PNGs, BMPs, RecordIO, and TFRecord files
  Python Apache-2.0 1 13 0 2 Updated Jun 8, 2021

• 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 89 425 24 (4 issues need help) 8 Updated Jun 8, 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 Jun 8, 2021