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Projects in Awesome Lists by NVIDIA
A curated list of projects in awesome lists by NVIDIA .
https://github.com/NVIDIA/nvidia-docker
Build and run Docker containers leveraging NVIDIA GPUs
Last synced: 30 Jul 2024
https://github.com/NVIDIA/open-gpu-kernel-modules
NVIDIA Linux open GPU kernel module source
Last synced: 30 Jul 2024
https://github.com/NVIDIA/DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
computer-vision deep-learning drug-discovery forecasting large-language-models mxnet nlp paddlepaddle pytorch recommender-systems speech-recognition speech-synthesis tensorflow tensorflow2 translation
Last synced: 31 Jul 2024
https://github.com/NVIDIA/FastPhotoStyle
Style transfer, deep learning, feature transform
Last synced: 01 Aug 2024
https://github.com/NVIDIA/NeMo
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
asr deeplearning generative-ai large-language-models machine-translation multimodal neural-networks speaker-diariazation speaker-recognition speech-synthesis speech-translation tts
Last synced: 30 Jul 2024
https://github.com/NVIDIA/TensorRT
NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.
deep-learning gpu-acceleration inference nvidia tensorrt
Last synced: 31 Jul 2024
https://github.com/NVIDIA/Megatron-LM
Ongoing research training transformer models at scale
large-language-models model-para transformers
Last synced: 31 Jul 2024
https://github.com/NVIDIA/vid2vid
Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.
Last synced: 31 Jul 2024
https://github.com/NVIDIA/apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
Last synced: 01 Aug 2024
https://github.com/NVIDIA/TensorRT-LLM
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.
Last synced: 30 Jul 2024
https://nvidia.github.io/TensorRT-LLM/
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.
Last synced: 31 Jul 2024
https://github.com/NVIDIA/pix2pixHD
Synthesizing and manipulating 2048x1024 images with conditional GANs
computer-graphics computer-vision deep-learning deep-neural-networks gan generative-adversarial-network image-to-image-translation pix2pix pytorch
Last synced: 01 Aug 2024
https://github.com/NVIDIA/cuda-samples
Samples for CUDA Developers which demonstrates features in CUDA Toolkit
cuda cuda-driver-api cuda-kernels cuda-opengl
Last synced: 31 Jul 2024
https://github.com/nvidia/fastertransformer
Transformer related optimization, including BERT, GPT
Last synced: 02 Aug 2024
https://github.com/NVIDIA/FasterTransformer
Transformer related optimization, including BERT, GPT
Last synced: 31 Jul 2024
https://github.com/NVIDIA/cutlass
CUDA Templates for Linear Algebra Subroutines
cpp cuda deep-learning deep-learning-library gpu nvidia
Last synced: 30 Jul 2024
https://github.com/NVIDIA/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.
audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch
Last synced: 30 Jul 2024
https://github.com/NVIDIA/tacotron2
Tacotron 2 - PyTorch implementation with faster-than-realtime inference
Last synced: 31 Jul 2024
https://github.com/NVIDIA/thrust
[ARCHIVED] The C++ parallel algorithms library. See https://github.com/NVIDIA/cccl
algorithms cpp cpp11 cpp14 cpp17 cpp20 cuda cxx cxx11 cxx14 cxx17 cxx20 gpu gpu-computing nvidia nvidia-hpc-sdk thrust
Last synced: 30 Jul 2024
https://github.com/NVIDIA/DIGITS
Deep Learning GPU Training System
caffe deep-learning gpu machine-learning torch
Last synced: 30 Jul 2024
https://github.com/NVIDIA/warp
A Python framework for high performance GPU simulation and graphics
Last synced: 01 Aug 2024
https://github.com/NVIDIA/NeMo-Guardrails
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
Last synced: 31 Jul 2024
https://github.com/NVIDIA/flownet2-pytorch
Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
Last synced: 31 Jul 2024
https://github.com/NVIDIA/nccl
Optimized primitives for collective multi-GPU communication
Last synced: 02 Aug 2024
https://github.com/NVIDIA/k8s-device-plugin
NVIDIA device plugin for Kubernetes
Last synced: 01 Aug 2024
https://nvidia.github.io/MinkowskiEngine/
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
3d-convolutional-network 3d-vision 4d-convolutional-neural-network auto-differentiation computer-vision convolutional-neural-networks cuda deep-learning high-dimensional-data high-dimensional-inference minkowski-engine neural-network pytorch semantic-segmentation space-time sparse-convolution sparse-tensor-network sparse-tensors spatio-temporal-analysis trilateral-filter
Last synced: 03 Aug 2024
https://github.com/NVIDIA/waveglow
A Flow-based Generative Network for Speech Synthesis
Last synced: 31 Jul 2024
https://github.com/NVIDIA/GenerativeAIExamples
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
gpu-acceleration large-language-models llm llm-inference microservice nemo rag retrieval-augmented-generation tensorrt triton-inference-server
Last synced: 31 Jul 2024
https://github.com/NVIDIA/Stable-Diffusion-WebUI-TensorRT
TensorRT Extension for Stable Diffusion Web UI
Last synced: 31 Jul 2024
https://github.com/NVIDIA/semantic-segmentation
Nvidia Semantic Segmentation monorepo
Last synced: 02 Aug 2024
https://github.com/NVIDIA/gpu-operator
NVIDIA GPU Operator creates/configures/manages GPUs atop Kubernetes
Last synced: 02 Aug 2024
https://github.com/NVIDIA/DeepRecommender
Deep learning for recommender systems
collaborative-filtering deep-autoencoders deep-learning gpu recommendation-engine
Last synced: 07 Aug 2024
https://github.com/NVIDIA/OpenSeq2Seq
Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
deep-learning float16 language-model mixed-precision multi-gpu multi-node neural-machine-translation seq2seq sequence-to-sequence speech-recognition speech-synthesis speech-to-text tensorflow text-to-speech
Last synced: 07 Aug 2024
https://github.com/NVIDIA/nvidia-container-toolkit
Build and run containers leveraging NVIDIA GPUs
Last synced: 01 Aug 2024
https://github.com/NVIDIA/trt-samples-for-hackathon-cn
Simple samples for TensorRT programming
Last synced: 31 Jul 2024
https://github.com/NVIDIA/stdexec
`std::execution`, the proposed C++ framework for asynchronous and parallel programming.
Last synced: 02 Aug 2024
https://github.com/NVIDIA/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
Last synced: 31 Jul 2024
https://github.com/NVIDIA/open-gpu-doc
Documentation of NVIDIA chip/hardware interfaces
Last synced: 01 Aug 2024
https://github.com/NVIDIA/MatX
An efficient C++17 GPU numerical computing library with Python-like syntax
cuda gpgpu gpu gpu-computing hpc
Last synced: 31 Jul 2024
https://github.com/NVIDIA/nvidia-container-runtime
NVIDIA container runtime
Last synced: 01 Aug 2024
https://github.com/NVIDIA/aistore
AIStore: scalable storage for AI applications
deploy-anywhere distributed-shuffle etl-offload linear-scalability multiple-backends network-of-clusters object-storage small-file-datasets
Last synced: 31 Jul 2024
https://github.com/NVIDIA/sentiment-discovery
Unsupervised Language Modeling at scale for robust sentiment classification
Last synced: 03 Aug 2024
https://github.com/NVIDIA/gpu-monitoring-tools
Tools for monitoring NVIDIA GPUs on Linux
Last synced: 01 Aug 2024
https://github.com/NVIDIA/tensorflow
An Open Source Machine Learning Framework for Everyone
Last synced: 31 Jul 2024
https://github.com/NVIDIA/jetson-gpio
A Python library that enables the use of Jetson's GPIOs
Last synced: 03 Aug 2024
https://github.com/NVIDIA/flowtron
Flowtron is an auto-regressive flow-based generative network for text to speech synthesis with control over speech variation and style transfer
Last synced: 02 Aug 2024
https://github.com/NVIDIA/retinanet-examples
Fast and accurate object detection with end-to-end GPU optimization
deep-learning neural-network object-detection python pytorch retinanet tensorrt
Last synced: 07 Aug 2024
https://github.com/NVIDIA/modulus
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
deep-learning machine-learning nvidia-gpu physics pytorch
Last synced: 31 Jul 2024
https://github.com/NVIDIA/gdrcopy
A fast GPU memory copy library based on NVIDIA GPUDirect RDMA technology
gpu-memory gpudirect-rdma kernel-mode-driver libraries linux nvidia
Last synced: 02 Aug 2024
https://github.com/NVIDIA/libnvidia-container
NVIDIA container runtime library
Last synced: 01 Aug 2024
https://github.com/NVIDIA/dcgm-exporter
NVIDIA GPU metrics exporter for Prometheus leveraging DCGM
Last synced: 03 Aug 2024
https://github.com/NVIDIA/spark-rapids
Spark RAPIDS plugin - accelerate Apache Spark with GPUs
Last synced: 01 Aug 2024
https://github.com/NVIDIA/cccl
CUDA C++ Core Libraries
accelerated-computing cpp cpp-programming cuda cuda-cpp cuda-kernels cuda-library cuda-programming gpu gpu-acceleration gpu-computing gpu-programming hpc modern-cpp nvidia nvidia-gpu parallel-algorithm parallel-computing parallel-programming
Last synced: 04 Aug 2024
https://github.com/NVIDIA/nv-wavenet
Reference implementation of real-time autoregressive wavenet inference
Last synced: 02 Aug 2024
https://github.com/NVIDIA/nvvl
A library that uses hardware acceleration to load sequences of video frames to facilitate machine learning training
Last synced: 01 Aug 2024
https://github.com/NVIDIA/caffe
Caffe: a fast open framework for deep learning.
Last synced: 01 Aug 2024
https://github.com/NVIDIA/enroot
A simple yet powerful tool to turn traditional container/OS images into unprivileged sandboxes.
Last synced: 01 Aug 2024
https://github.com/NVIDIA/Dataset_Synthesizer
NVIDIA Deep learning Dataset Synthesizer (NDDS)
computer-vision deep-learning domain-randomization object-detection pose-estimation synthetic-dataset-generation
Last synced: 31 Jul 2024
https://github.com/NVIDIA/multi-gpu-programming-models
Examples demonstrating available options to program multiple GPUs in a single node or a cluster
Last synced: 01 Aug 2024
https://github.com/NVIDIA/PyProf
A GPU performance profiling tool for PyTorch models
Last synced: 04 Aug 2024
https://github.com/NVIDIA/nvbench
CUDA Kernel Benchmarking Library
benchmark cuda cuda-kernels gpu kernel-benchmark nvidia performance
Last synced: 04 Aug 2024
https://github.com/NVIDIA/hpc-container-maker
HPC Container Maker
containers docker hpc singularity
Last synced: 30 Jul 2024
https://github.com/NVIDIA/NeMo-Aligner
Scalable toolkit for efficient model alignment
Last synced: 01 Aug 2024
https://github.com/NVIDIA/tensorflow-determinism
Providing reproducibility in deep learning frameworks
atomics d9m deep-learning determinism deterministic-ops frameworks fwr13y gpu-determinism gpu-support ngc noise noise-reduction pytorch r13y reproducibility seed seeder tensorflow variance-reduction
Last synced: 07 Aug 2024
https://github.com/NVIDIA/framework-reproducibility
Providing reproducibility in deep learning frameworks
atomics d9m deep-learning determinism deterministic-ops frameworks fwr13y gpu-determinism gpu-support ngc noise noise-reduction pytorch r13y reproducibility seed seeder tensorflow variance-reduction
Last synced: 02 Aug 2024
https://github.com/NVIDIA/NvPipe
NVIDIA-accelerated zero latency video compression library for interactive remoting applications
Last synced: 03 Aug 2024
https://github.com/NVIDIA/cuda-quantum
C++ and Python support for the CUDA Quantum programming model for heterogeneous quantum-classical workflows
Last synced: 03 Aug 2024
https://github.com/NVIDIA/video-sdk-samples
Samples demonstrating how to use various APIs of NVIDIA Video Codec SDK
Last synced: 31 Jul 2024
https://github.com/NVIDIA/cuQuantum
Home for cuQuantum Python & NVIDIA cuQuantum SDK C++ samples
cuda cuquantum custatevec cutensornet nvidia quantum-computing
Last synced: 01 Aug 2024
https://github.com/NVIDIA/cnmem
A simple memory manager for CUDA designed to help Deep Learning frameworks manage memory
Last synced: 30 Jul 2024
https://github.com/NVIDIA/egl-wayland
The EGLStream-based Wayland external platform
Last synced: 03 Aug 2024
https://github.com/NVIDIA/NeMo-text-processing
NeMo text processing for ASR and TTS
inverse-text-n text-normalization
Last synced: 07 Aug 2024
https://github.com/NVIDIA/container-canary
A tool for testing and validating container requirements against versioned manifests
automation ci containers docker kubernetes podman utilities versioning
Last synced: 01 Aug 2024
https://github.com/NVIDIA/VisRTX
NVIDIA OptiX based implementation of ANARI
Last synced: 03 Aug 2024
https://github.com/NVIDIA/transformer-ls
Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).
efficient-transformers long-sequence transformer vision-transformer
Last synced: 03 Aug 2024
https://github.com/NVIDIA/ContrastiveLosses4VRD
Implementation for the CVPR2019 paper "Graphical Contrastive Losses for Scene Graph Generation"
Last synced: 01 Aug 2024
https://github.com/NVIDIA/k8s-dra-driver
Dynamic Resource Allocation (DRA) for NVIDIA GPUs in Kubernetes
Last synced: 31 Jul 2024
https://github.com/NVIDIA/nvtrust
Ancillary open source software to support confidential computing on NVIDIA GPUs
Last synced: 31 Jul 2024
https://github.com/NVIDIA/GMAT
A toolkit showing GPU's all-round capability in video processing
codec cpp cuda deep-learning ffmpeg gpu image-processing nvidia video video-codec
Last synced: 01 Aug 2024
https://github.com/NVIDIA/earth2mip
Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.
Last synced: 01 Aug 2024
https://github.com/NVIDIA/Deep-Learning-Accelerator-SW
NVIDIA DLA-SW, the recipes and tools for running deep learning workloads on NVIDIA DLA cores for inference applications.
Last synced: 31 Jul 2024
https://github.com/NVIDIA/ipyparaview
iPython widget for server-side ParaView rendering in Jupyter.
Last synced: 30 Jul 2024
https://github.com/NVIDIA/eglexternalplatform
The EGL External Platform interface
Last synced: 03 Aug 2024
https://github.com/NVIDIA/cuda-profiler
Tools and extensions for CUDA profiling
Last synced: 01 Aug 2024