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tracel-ai/burn

burn

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

View on GitHub↗Upstream tracel-ai/burn↗

Builder

tracel-ai

tracel-ai

tracel-ai • individual

Stars

15,283

Using upstream star count

Forks

922

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jul 18, 2022

Project creation date

README Summary

<div align="center"> <img src="https://raw.githubusercontent.com/tracel-ai/burn/main/assets/logo-burn-neutral.webp" width="350px"/>

Community Evaluation

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AI Dev Skills

Unmapped

Automatic DifferentiationCross-platform ML DeploymentDeep Learning Framework DevelopmentGPU ComputingNeural Network ArchitecturePerformance OptimizationSystems Programming for MLTensor OperationsType-safe ML Programming

Tags

Automatic DifferentiationCross-platform ML DeploymentDeep Learning Framework DevelopmentGPU ComputingNeural Network ArchitecturePerformance OptimizationSystems Programming for MLTensor OperationsType-safe ML ProgrammingBenchmarkingC++Curated ListDeep LearningEvalsForkedGPU / CUDAModel OptimizationNumPyONNXPyTorchPythonReal-Time / StreamingRustTensorFlowTransformersTutorial

Taxonomy

AI Trends

On-device AIEfficient ML InfrastructureCross-platform MLType-safe AI Systems

category

Inference & ServingFoundation ModelsModel TrainingEvals & BenchmarkingLearning ResourcesData Science & Analytics

Deployment Context

Cross-platformEdge/MobileSelf-hostedBrowser/WASMGPU/CUDACPU

Modalities

TabularImageTextMultimodal

Skill Areas

Tensor OperationsDeep Learning Framework DevelopmentNeural Network ArchitectureAutomatic DifferentiationGPU ComputingSystems Programming for MLCross-platform ML DeploymentPerformance OptimizationType-safe ML Programming

tag

BenchmarkingC++Curated ListDeep LearningEvalsForkedGPU / CUDAModel OptimizationNumPyONNXPyTorchPythonReal-Time / StreamingRustTensorFlowTransformersTutorial

Use Cases

Neural Network TrainingTensor ComputationDeep Learning Model DevelopmentCross-platform ML InferenceResearch ExperimentationProduction ML Deployment

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

20

feat: add FID vision metric (#4644)

cong-or • Mar 20, 2026

7c3be3b

Add Adan optimizer implementation with tests (#4651)

Sepcnt • Mar 20, 2026

8f1c2e0

[Breaking] Add bool store dtype + remove bool elem from fusion (#4649)

Guillaume Lagrange • Mar 19, 2026

bcaabad

Quality

beta
Quality
high
Maturity
beta

Categories

Inference & ServingPrimaryEvals & BenchmarkingLearning ResourcesData Science & AnalyticsFoundation ModelsModel TrainingEdge & Mobile AIOther AI / ML

PM Skills

Scale & ReliabilityData & Evaluation

Languages

Rust100.0%

Timeline

Project created
Jul 18, 2022
Forked
Mar 22, 2026
Your last push
2 months ago
Upstream last push
18 days ago
Tracked since
Mar 20, 2026

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