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pytorch/pytorch

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

View on GitHub↗Upstream pytorch/pytorch↗

Builder

pytorch

pytorch

pytorch • individual

Stars

100,272

Using upstream star count

Forks

27,887

Using upstream fork count

Open Issues

0

Activity Score

0/100

1601 commits in 30d

Created

Aug 13, 2016

Project creation date

README Summary

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Community Evaluation

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AI Dev Skills

Unmapped

Automatic DifferentiationC++ ExtensionsCUDA ProgrammingDeep Learning Framework DevelopmentDistributed TrainingDynamic Computation GraphsGPU ComputingGradient ComputationModel OptimizationNeural Network ArchitecturePython API DesignTensor Operations

Tags

Automatic DifferentiationC++ ExtensionsCUDA ProgrammingDeep Learning Framework DevelopmentDistributed TrainingDynamic Computation GraphsGPU ComputingGradient ComputationModel OptimizationNeural Network ArchitecturePython API DesignTensor OperationsAPIC++CourseDeep LearningDockerForkedGPU / CUDAMachine LearningNumPyPlanning / CoTPyTorchPythonScikit-learnTensorFlowTutorial

Taxonomy

AI Trends

Foundation ModelsLarge Language ModelsTransformer ArchitectureDistributed TrainingModel OptimizationEdge DeploymentMixed Precision TrainingNeural Architecture Search

category

Model TrainingAI AgentsInference & ServingMLOps & InfrastructureDev Tools & AutomationLearning ResourcesData Science & Analytics

Deployment Context

CloudOn-premiseEdge/MobileServerlessHPC ClustersMulti-GPU Systems

Modalities

TextImageAudioVideoTabular3DMultimodal

Skill Areas

Deep Learning Framework DevelopmentTensor OperationsAutomatic DifferentiationGPU ComputingNeural Network ArchitectureGradient ComputationDynamic Computation GraphsCUDA ProgrammingDistributed TrainingModel OptimizationC++ ExtensionsPython API Design

tag

APIC++CourseDeep LearningDockerForkedGPU / CUDAMachine LearningNumPyPlanning / CoTPyTorchPythonScikit-learnTensorFlowTutorial

Use Cases

Neural Network TrainingDeep Learning Model DevelopmentComputer Vision ApplicationsNatural Language ProcessingReinforcement LearningScientific ComputingResearch PrototypingProduction Model DeploymentCustom Layer ImplementationDistributed Model Training

Recent Activity

Updated 2 months ago

7 Days

188

30 Days

1601

90 Days

5075

[Dynamo] Fix graph break when accessing enum members with class values (#177439)

Animesh Jain • Mar 14, 2026

8dda675

[dtensor] Register sharding strategy for inductor_prims.fma (#177424)

Animesh Jain • Mar 14, 2026

f73c584

Better FA4 error message (#177434)

drisspg • Mar 14, 2026

aac8f02

Quality

production
Quality
high
Maturity
production

Categories

Inference & ServingPrimaryMLOps & InfrastructureDev Tools & AutomationLearning ResourcesData Science & AnalyticsAI AgentsModel TrainingOther AI / ML

PM Skills

Scale & ReliabilityDeveloper PlatformAI-Native Architecture

Languages

Python100.0%

Timeline

Project created
Aug 13, 2016
Forked
Mar 14, 2026
Your last push
2 months ago
Upstream last push
15 days ago
Tracked since
Mar 14, 2026

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