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72

burn

v0.21.0 Growing

Flexible and Comprehensive Deep Learning Framework in Rust

MIT OR Apache-2.0 Edition 2024 MSRV 1.92
ScienceEmbedded developmentNo standard libraryWebAssembly #machine-learning#tensor#autodiff#deep-learning#pytorch

Quick Verdict

  • โœ“Actively maintained (updated 18d ago)
  • !Pre-1.0: API may have breaking changes
  • โœ“Massive adoption (1.7K crates depend on it)
  • !Heavy dependency tree (23 direct deps)
  • โœ“Permissive license (MIT OR Apache-2.0)

Security

Checking security advisories...
Downloads
886.0K
Dependents
1.7K
Releases
43
Size
71KB

Deep Insights

๐Ÿ“ˆ
Strong growth momentum

113.5K downloads in the last 30 days (3.8K/day), up 46% from the previous period.

๐Ÿ”—
Widely adopted

1.7K crates depend on burn. Strong ecosystem adoption means battle-tested code and long-term stability.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 117 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

๐Ÿ”ฌ
Pre-1.0 for over a year

Despite being 3+ years old, burn hasn't reached 1.0 yet. Expect potential API changes between versions.

๐Ÿ“ฆ
Heavy dependency tree

23 direct dependencies. Consider the impact on compile times and supply chain complexity.

๐ŸŒŸ
Used by top crates

Notable dependents include fsrs, fibertools-rs, futuresdr, bytecon, kord. When high-quality crates choose burn, it's a strong quality signal.

Health Breakdown

Maintenance 19/25

Recency, release consistency, active ratio

Quality 16/25

Yanked ratio, deps, size, maturity, features

Community 15/20

Reverse deps, ownership, ecosystem

Popularity 7/15

Downloads, momentum, growth trend

Documentation 15/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
3K/day avg+49%
01K2K3K4K5K2/263/164/34/215/95/26

Top Dependents

Version Adoption

v0.20.1
80%
v0.20.0
7%
v0.21.0
6%
v0.21.0-pre.3
4%
v0.21.0-pre.2
3%

Release Timeline

10 releasessince 2025
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2025
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2026
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Feature Flags

default =["std", "burn-core/default", "burn-train?/default", "burn-collective?/default", "burn-candle?/default", "burn-cpu?/default", "burn-flex?/default", "burn-ndarray?/default", "burn-tch?/default", "burn-wgpu?/default", "burn-router?/default", "burn-remote?/default", "burn-cuda?/default", "burn-autodiff?/default", "burn-rocm?/default", "burn-nn/default", "burn-optim/default", "burn-dispatch?/default"]

irrlcpudocstd*tchtuicudaflexrocmsimdwgpuaudiometalstoretraincandlecubeclfusionremoterouterserversqlitevisionvulkanwebgpux86-v4datasetmetricsndarraynetworktracingautodiffautotunedispatchopenblastemplateapple-amxacceleratecollectiveblas-netlibcandle-cudadistributedcandle-metalsqlite-bundledautotune-checksopenblas-systemrecord-item-custom-serde

README

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Maintainers

Dependencies
23
direct dependencies
Dependents
1.7K
crates depend on burn

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