Library/DeepLearningExamples
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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.

Builder

NVIDIA

NVIDIA

NVIDIA • big-tech

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14,758

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3,412

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Created

May 2, 2018

Project creation date

README Summary

NVIDIA's DeepLearningExamples provides a comprehensive collection of state-of-the-art deep learning model implementations optimized for NVIDIA GPUs. The repository includes ready-to-use scripts for training and deploying popular models with reproducible results and enterprise-grade performance. Each example comes with detailed documentation, benchmarks, and optimizations for both training and inference workloads.

AI Dev Skills

Unmapped

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

Tags

Computer VisionNatural Language ProcessingConvolutional Neural NetworksTransformer ArchitectureRecurrent Neural NetworksDeep Learning OptimizationModel Performance TuningGPU AccelerationDistributed TrainingTransfer LearningNeural Network Architecture DesignModel BenchmarkingTabularModel Performance BenchmarkingSelf-hostedTextObject DetectionEnterprise AI Model DeploymentImageTime Series ForecastingImage ClassificationText ClassificationVideoSpeech RecognitionOn-premiseProduction MLCloud APIMachine TranslationEnterprise AIReproducible AIModel OptimizationLanguage ModelingRecommendation SystemsAudioJupyter Notebook

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Recent Activity

Updated 1 years ago

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30 Days

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90 Days

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Quality

production
Quality
high
Maturity
production

Categories

Generative MediaPrimaryComputer VisionNLP & TextDev Tools & AutomationEvals & BenchmarkingInference & ServingCoding & Dev ToolsData Science & AnalyticsOther AI / MLFoundation ModelsModel Training

PM Skills

Developer Platform

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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