https://github.com/apache/tvm
compiler deep-learning gpu javascript machine-learning metal opencl performance rocm spirv tensor tvm vulkan
Score: 25.883738204656442
Last synced: about 11 hours ago
JSON representation
Repository metadata:
Open Machine Learning Compiler Framework
- Host: GitHub
- URL: https://github.com/apache/tvm
- Owner: apache
- License: apache-2.0
- Created: 2016-10-12T22:20:28.000Z (over 9 years ago)
- Default Branch: main
- Last Pushed: 2026-01-02T15:12:48.000Z (about 1 month ago)
- Last Synced: 2026-01-02T15:27:07.705Z (about 1 month ago)
- Topics: compiler, deep-learning, gpu, javascript, machine-learning, metal, opencl, performance, rocm, spirv, tensor, tvm, vulkan
- Language: Python
- Homepage: https://tvm.apache.org/
- Size: 113 MB
- Stars: 12,984
- Watchers: 370
- Forks: 3,754
- Open Issues: 193
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Codeowners: .github/CODEOWNERSHIP
- Notice: NOTICE
Owner metadata:
- Name: The Apache Software Foundation
- Login: apache
- Email:
- Kind: organization
- Description:
- Website: https://www.apache.org/
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/47359?v=4
- Repositories: 2832
- Last Synced at: 2025-12-08T20:34:27.907Z
- Profile URL: https://github.com/apache
Committers metadata
Last synced: 29 days ago
Total Commits: 13,406
Total Committers: 1,003
Avg Commits per committer: 13.366
Development Distribution Score (DDS): 0.883
Commits in past year: 686
Committers in past year: 89
Avg Commits per committer in past year: 7.708
Development Distribution Score (DDS) in past year: 0.805
| Name | Commits | |
|---|---|---|
| Tianqi Chen | t****n | 1564 |
| Eric Lunderberg | L****g | 619 |
| masahi | m****9@g****m | 456 |
| Wuwei Lin | w****i@a****g | 325 |
| Junru Shao | j****4@g****m | 309 |
| Ruihang Lai | r****l@c****u | 307 |
| driazati | 9****i | 276 |
| Siyuan Feng | H****y@s****n | 261 |
| Krzysztof Parzyszek | k****z@q****m | 223 |
| Mehrdad Hessar | m****r@o****i | 205 |
| Luke Hutton | l****n@a****m | 165 |
| Andrew Reusch | a****h@o****i | 162 |
| Lianmin Zheng | l****g@g****m | 159 |
| Zhi | 5****s | 141 |
| Samuel | s****l@h****m | 139 |
| Haichen Shen | s****n@g****m | 131 |
| Matthew Brookhart | m****t@o****i | 130 |
| Siva | s****b@h****m | 126 |
| Leandro Nunes | l****s@a****m | 118 |
| Cody Yu | c****2@g****m | 116 |
| ziheng | z****g@a****g | 115 |
| Masahiro Hiramori | m****3@g****m | 113 |
| Christopher Sidebottom | c****m@a****m | 109 |
| Yizhi Liu | l****i@a****g | 104 |
| 雾雨魔理沙 | l****a@m****e | 102 |
| wrongtest | w****0@g****m | 101 |
| Animesh Jain | a****n@u****u | 94 |
| Xiyou Zhou | x****u@o****i | 90 |
| Yaxing Cai | c****6@g****m | 90 |
| Tristan Konolige | t****e@g****m | 89 |
| and 973 more... | ||
Package metadata
- Total packages: 13
-
Total downloads:
- cargo: 11,704 total
- pypi: 127 last-month
- npm: 753 last-month
- Total docker downloads: 468
- Total dependent packages: 6 (may contain duplicates)
- Total dependent repositories: 106 (may contain duplicates)
- Total versions: 52
- Total maintainers: 12
proxy.golang.org: github.com/apache/tvm
- Homepage: https://github.com/apache/tvm
- Documentation: https://pkg.go.dev/github.com/apache/tvm#section-documentation
- Licenses: Apache-2.0
- Latest release: v0.22.0 (published 4 months ago)
- Last Synced: 2025-12-12T00:44:52.501Z (about 2 months ago)
- Versions: 19
- Dependent Packages: 0
- Dependent Repositories: 1
-
Rankings:
- Forks count: 0.111%
- Stargazers count: 0.655%
- Average: 3.503%
- Dependent repos count: 4.794%
- Dependent packages count: 8.453%
crates.io: tvm-macros
Procedural macros of the TVM crate.
- Homepage:
- Documentation: https://docs.rs/tvm-macros/
- Licenses: Apache-2.0
- Latest release: 0.1.1-alpha (published almost 5 years ago)
- Last Synced: 2025-12-12T00:44:52.136Z (about 2 months ago)
- Versions: 1
- Dependent Packages: 3
- Dependent Repositories: 102
- Downloads: 2,321 Total
-
Rankings:
- Forks count: 0.201%
- Stargazers count: 1.033%
- Dependent repos count: 3.4%
- Dependent packages count: 7.935%
- Average: 12.96%
- Downloads: 52.23%
- Maintainers (1)
crates.io: tvm-rt
Rust bindings for the TVM runtime API.
- Homepage: https://github.com/apache/tvm
- Documentation: https://docs.rs/tvm-rt/
- Licenses: Apache-2.0
- Latest release: 0.1.0-alpha (published almost 5 years ago)
- Last Synced: 2025-12-12T00:44:51.338Z (about 2 months ago)
- Versions: 1
- Dependent Packages: 1
- Dependent Repositories: 3
- Downloads: 2,286 Total
-
Rankings:
- Forks count: 0.201%
- Stargazers count: 1.033%
- Dependent repos count: 12.012%
- Dependent packages count: 15.669%
- Average: 16.279%
- Downloads: 52.48%
- Maintainers (1)
crates.io: tvm
Rust frontend support for TVM
- Homepage: https://github.com/apache/tvm
- Documentation: https://docs.rs/tvm/
- Licenses: Apache-2.0
- Latest release: 0.1.0 (published over 7 years ago)
- Last Synced: 2025-12-11T20:51:49.914Z (about 2 months ago)
- Versions: 3
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 5,546 Total
-
Rankings:
- Forks count: 0.222%
- Stargazers count: 0.956%
- Average: 20.639%
- Dependent repos count: 29.318%
- Dependent packages count: 33.812%
- Downloads: 38.886%
- Maintainers (2)
pypi.org: hhb-tvm
TVM: An End to End Tensor IR/DSL Stack for Deep Learning Systems
- Homepage: https://tvm.apache.org/
- Documentation: https://hhb-tvm.readthedocs.io/
- Licenses: Apache
- Latest release: 3.2.3 (published 8 months ago)
- Last Synced: 2025-12-12T00:44:52.857Z (about 2 months ago)
- Versions: 11
- Dependent Packages: 1
- Dependent Repositories: 0
- Downloads: 40 Last month
-
Rankings:
- Forks count: 0.181%
- Stargazers count: 0.257%
- Dependent packages count: 6.633%
- Average: 20.692%
- Dependent repos count: 30.611%
- Downloads: 65.779%
- Maintainers (1)
pypi.org: sdnn-cl
SDNN: An End to End Tensor IR/DSL Stack for Deep Learning Systems
- Homepage: https://github.com/apache/tvm
- Documentation: https://sdnn-cl.readthedocs.io/
- Licenses: apache-2.0
- Latest release: 2.2.0 (published over 3 years ago)
- Last Synced: 2025-12-12T00:44:51.360Z (about 2 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 27 Last month
-
Rankings:
- Forks count: 0.179%
- Stargazers count: 0.253%
- Dependent packages count: 6.633%
- Average: 21.553%
- Dependent repos count: 30.611%
- Downloads: 70.088%
- Maintainers (1)
npmjs.org: @alancnet/tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
- Homepage: https://github.com/apache/tvm
- Licenses: Apache-2.0
- Latest release: 0.0.4 (published over 2 years ago)
- Last Synced: 2025-12-12T00:44:53.830Z (about 2 months ago)
- Versions: 4
- Dependent Packages: 1
- Dependent Repositories: 0
- Downloads: 12 Last month
-
Rankings:
- Forks count: 0.65%
- Stargazers count: 1.04%
- Average: 23.298%
- Dependent repos count: 37.369%
- Dependent packages count: 54.132%
- Maintainers (1)
npmjs.org: @mlc-ai/web-runtime
TVM WASM/WebGPU runtime for JS/TS
- Homepage: https://github.com/apache/tvm/tree/main/web
- Licenses: Apache-2.0
- Latest release: 0.23.0-dev1 (published 3 months ago)
- Last Synced: 2025-12-12T00:44:53.723Z (about 2 months ago)
- Versions: 5
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 626 Last month
-
Rankings:
- Downloads: 11.109%
- Average: 24.745%
- Dependent repos count: 25.744%
- Dependent packages count: 37.381%
- Maintainers (7)
crates.io: tvm-graph-rt
A static graph runtime for TVM.
- Homepage:
- Documentation: https://docs.rs/tvm-graph-rt/
- Licenses: Apache-2.0
- Latest release: 0.1.0-alpha (published almost 5 years ago)
- Last Synced: 2025-12-12T00:44:51.059Z (about 2 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 1,551 Total
-
Rankings:
- Forks count: 0.222%
- Stargazers count: 0.959%
- Average: 28.016%
- Dependent repos count: 29.318%
- Dependent packages count: 33.812%
- Downloads: 75.771%
- Maintainers (1)
pypi.org: tvm-ffi
Machine learning for systems
- Homepage: https://github.com/apache/tvm
- Documentation: https://tvm-ffi.readthedocs.io/
- Licenses: Apache-2.0
- Latest release: 0.1 (published 9 months ago)
- Last Synced: 2025-12-12T00:44:51.608Z (about 2 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 11 Last month
-
Rankings:
- Dependent packages count: 9.198%
- Average: 30.506%
- Dependent repos count: 51.815%
- Maintainers (1)
npmjs.org: tvmjs
TVM WASM/WebGPU runtime for JS/TS
- Homepage: https://github.com/apache/tvm/tree/main/web
- Licenses: Apache-2.0
- Latest release: 0.23.0-dev1 (published 3 months ago)
- Last Synced: 2025-12-12T00:44:52.492Z (about 2 months ago)
- Versions: 3
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 115 Last month
- Docker Downloads: 468
-
Rankings:
- Dependent repos count: 25.748%
- Average: 31.568%
- Dependent packages count: 37.388%
- Maintainers (1)
npmjs.org: @mlc-ai/tvmjs
TVM WASM/WebGPU runtime for JS/TS
- Homepage: https://github.com/apache/tvm/tree/main/web
- Status: removed
- Licenses: Apache-2.0
- Latest release: 0.18.0-dev0 (published over 1 year ago)
- Last Synced: 2025-12-12T00:44:53.503Z (about 2 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent repos count: 25.748%
- Average: 31.568%
- Dependent packages count: 37.388%
- Maintainers (5)
pypi.org: apache-tvm-cu113
- Homepage: https://github.com/apache/tvm
- Documentation: https://apache-tvm-cu113.readthedocs.io/
- Licenses: Apache-2.0
- Latest release: 0.1.0 (published almost 2 years ago)
- Last Synced: 2025-12-12T00:44:52.181Z (about 2 months ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
- Downloads: 49 Last month
-
Rankings:
- Dependent packages count: 9.832%
- Average: 37.357%
- Dependent repos count: 64.882%
- Maintainers (1)
Dependencies
- androidx.appcompat:appcompat 1.4.1 implementation
- com.android.support.constraint:constraint-layout 2.1.3 implementation
- com.android.support:design 28.0.0 implementation
- junit:junit 4.13.2 testImplementation
- org.apache.tvm:libtvm4j-linux-x86_64 0.0.1-SNAPSHOT
- org.apache.tvm:tvm4j-core 0.0.1-SNAPSHOT
- org.apache.tvm:libtvm4j-osx-x86_64 0.0.1-SNAPSHOT
- org.apache.tvm:tvm4j-core 0.0.1-SNAPSHOT
- junit:junit 4.11 test
- org.slf4j:slf4j-api 1.7.25 test
- org.slf4j:slf4j-simple 1.7.25 test
- org.apache.tvm:tvm4j-core 0.0.1-SNAPSHOT compile
- @rollup/plugin-commonjs ^11.1.0 development
- @rollup/plugin-node-resolve ^7.1.3 development
- @types/node ^12.12.37 development
- @typescript-eslint/eslint-plugin ^2.29.0 development
- @typescript-eslint/parser ^2.29.0 development
- @webgpu/types ^0.0.31 development
- eslint ^6.8.0 development
- jest ^26.0.1 development
- rollup ^2.7.6 development
- rollup-plugin-typescript2 ^0.27.0 development
- typedoc ^0.17.6 development
- typescript ^3.8.3 development
- ws ^7.2.5 development
- actions/cache v1 composite
- conda-incubator/setup-miniconda v2 composite
- actions/checkout v2 composite
- ./.github/actions/setup * composite
- actions/checkout v2 composite
- actions/setup-java v3 composite
- actions/upload-artifact v2 composite
- actions/checkout v2 composite
- actions/checkout v2 composite
- actions/checkout v2 composite
- actions/checkout v2 composite
- actions/checkout v2 composite
- actions/checkout v2 composite
- org.apache.tvm:tvm4j-core 0.0.1-SNAPSHOT compile
- 561 dependencies
- pip *
- poetry *
- setuptools *
- pip *
- poetry *
- setuptools *
- CacheControl ==0.12.11
- SecretStorage ==3.3.2
- cachy ==0.3.0
- certifi ==2022.5.18.1
- cffi ==1.15.0
- charset-normalizer ==2.0.12
- cleo ==0.8.1
- clikit ==0.6.2
- crashtest ==0.3.1
- cryptography ==37.0.2
- distlib ==0.3.4
- filelock ==3.7.0
- html5lib ==1.1
- idna ==3.3
- importlib-metadata ==1.7.0
- jeepney ==0.8.0
- keyring ==22.3.0
- lockfile ==0.12.2
- msgpack ==1.0.3
- packaging ==20.9
- pastel ==0.2.1
- pexpect ==4.8.0
- pip ==22.1.1
- pkginfo ==1.8.2
- platformdirs ==2.5.2
- poetry ==1.1.13
- poetry-core ==1.0.8
- ptyprocess ==0.7.0
- pycparser ==2.21
- pylev ==1.4.0
- pyparsing ==3.0.9
- requests ==2.27.1
- requests-toolbelt ==0.9.1
- setuptools ==62.3.2
- shellingham ==1.4.0
- six ==1.16.0
- tomlkit ==0.10.2
- urllib3 ==1.26.9
- virtualenv ==20.14.1
- webencodings ==0.5.1
- zipp ==3.8.0
- pip *
- poetry *
- setuptools *