TVM

Apache TVM originated in 2017 as a research project at University of Washington and entered the Apache Incubator in 2019. It became the top level project in 2020.

Logo

../_images/apache_tvm-small.png

Website

https://tvm.apache.org/

Repository

https://github.com/apache/tvm

Byline

Open deep learning compiler stack for cpu, gpu and specialized accelerators

License

Apache 2.0

Project age

5 years 9 months

Backers

Apache (Governed by), OctoML (Commercial Product By), University of Washington (Creator)

Lastest News (2021-11-24)

Apache TVM v0.8 Apache TVM v0.8 brings several major exciting experimental features. The community has also been working together to … more

Size score (1 to 10, higher is better)

7.0

Trend score (1 to 10, higher is better)

9.25

Education Resources

URL

Resource Type

Description

https://tvm.apache.org/docs/

Documentation

Official project documentation.

https://medium.com/octoml/on-the-apple-m1-beating-apples-core-ml-4-with-30-model-performance-improvements-9d94af7d1b2d

Blog

Blog post desccribing the use of the TVM compiler on the Apple M1, beating Apple’s Core ML 4 with 50% model performance improvements.

Git Commit Statistics

Statistics computed using Git data through March 31, 2022.

Statistic

Lifetime

Last 12 Months

Commits

47,134

34,124

Lines committed

11,826,018

8,385,246

Unique committers

795

300

Core committers

22

26

../_images/apache_tvm-monthly-commits.png

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