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NVIDIA/DeepLearningExamples

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.

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Builder

NVIDIA

NVIDIA

NVIDIA • big-tech

Stars

14,810

Using upstream star count

Forks

3,410

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

May 2, 2018

Project creation date

README Summary

Introduction This repository provides State-of-the-Art Deep Learning examples that are easy to train and deploy, achieving the best reproducible accuracy and performance with NVIDIA CUDA-X software stack running on NVIDIA Volta, Turing and Ampere GPUs.

Community Evaluation

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AI Dev Skills

Unmapped

Computer VisionConvolutional Neural NetworksDeep Learning OptimizationDistributed TrainingGPU AccelerationModel BenchmarkingModel Performance TuningNatural Language ProcessingNeural Network Architecture DesignRecurrent Neural NetworksTransfer LearningTransformer Architecture

Tags

Computer VisionConvolutional Neural NetworksDeep Learning OptimizationDistributed TrainingGPU AccelerationModel BenchmarkingModel Performance TuningNatural Language ProcessingNeural Network Architecture DesignRecurrent Neural NetworksTransfer LearningTransformer ArchitectureC++Data ScienceDeep LearningDockerForkedGPU / CUDAHealthcare AIJupyterModel OptimizationONNXPyTorchPythonSpeech to TextTensorFlowTensorRTText to SpeechTransformersTutorial

Taxonomy

AI Trends

Enterprise AIModel OptimizationReproducible AIProduction ML

category

Inference & ServingFoundation ModelsModel TrainingGenerative MediaComputer VisionMLOps & InfrastructureLearning ResourcesIndustry: HealthcareData Science & Analytics

Deployment Context

Cloud APISelf-hostedOn-premise

Modalities

ImageTextAudioVideoTabular

Skill Areas

Computer VisionNatural Language ProcessingConvolutional Neural NetworksTransformer ArchitectureRecurrent Neural NetworksDeep Learning OptimizationModel Performance TuningGPU AccelerationDistributed TrainingTransfer LearningNeural Network Architecture DesignModel Benchmarking

tag

C++Computer VisionData ScienceDeep LearningDockerForkedGPU / CUDAHealthcare AIJupyterModel OptimizationONNXPyTorchPythonSpeech to TextTensorFlowTensorRTText to SpeechTransformersTutorial

Use Cases

Image ClassificationObject DetectionLanguage ModelingText ClassificationMachine TranslationSpeech RecognitionRecommendation SystemsTime Series ForecastingModel Performance BenchmarkingEnterprise AI Model Deployment

Recent Activity

Updated 1 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

production
Quality
high
Maturity
production

Categories

Inference & ServingPrimaryMLOps & InfrastructureLearning ResourcesIndustry: HealthcareData Science & AnalyticsFoundation ModelsModel TrainingGenerative MediaComputer VisionHealthcare & BiologyEdge & Mobile AIOther AI / ML

PM Skills

User ExperienceScale & ReliabilityData & Evaluation

Languages

Jupyter Notebook100.0%

Timeline

Project created
May 2, 2018
Forked
Mar 14, 2026
Your last push
1 years ago
Upstream last push
1 years ago
Tracked since
Aug 12, 2024

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