https://github.com/intel/intel-extension-for-pytorch
deep-learning intel machine-learning neural-network pytorch quantization
Score: 26.35379376176506
Last synced: about 11 hours ago
JSON representation
Repository metadata:
A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
- Host: GitHub
- URL: https://github.com/intel/intel-extension-for-pytorch
- Owner: intel
- License: apache-2.0
- Archived: true
- Created: 2020-04-15T23:35:29.000Z (almost 6 years ago)
- Default Branch: main
- Last Pushed: 2026-03-30T08:35:24.000Z (16 days ago)
- Last Synced: 2026-04-06T20:02:37.698Z (9 days ago)
- Topics: deep-learning, intel, machine-learning, neural-network, pytorch, quantization
- Language: Python
- Homepage:
- Size: 119 MB
- Stars: 2,011
- Watchers: 39
- Forks: 314
- Open Issues: 213
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: .github/CODEOWNERS
- Security: SECURITY.md
Owner metadata:
- Name: Intel Corporation
- Login: intel
- Email: webadmin@linux.intel.com
- Kind: organization
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/17888862?v=4
- Repositories: 1189
- Last Synced at: 2024-04-14T22:10:28.671Z
- Profile URL: https://github.com/intel
GitHub Events
Total
- Create event: 21
- Delete event: 4
- Fork event: 57
- Issue comment event: 628
- Issues event: 212
- Pull request event: 18
- Pull request review event: 6
- Push event: 139
- Release event: 8
- Watch event: 368
- Total: 1461
Last Year
- Create event: 8
- Delete event: 2
- Fork event: 30
- Issue comment event: 165
- Issues event: 65
- Pull request event: 6
- Pull request review event: 1
- Push event: 51
- Release event: 3
- Watch event: 134
- Total: 465
Committers metadata
Last synced: 2 days ago
Total Commits: 2,572
Total Committers: 90
Avg Commits per committer: 28.578
Development Distribution Score (DDS): 0.871
Commits in past year: 221
Committers in past year: 24
Avg Commits per committer in past year: 9.208
Development Distribution Score (DDS) in past year: 0.688
| Name | Commits | |
|---|---|---|
| Chunyuan WU | c****u@i****m | 331 |
| jiayisunx | j****n@i****m | 201 |
| XiaobingZhang | x****g@i****m | 199 |
| Jing Xu | j****u@i****m | 194 |
| blzheng | b****g@i****m | 159 |
| Wang, Eikan | e****g@i****m | 158 |
| Xu Han | x****n@i****m | 152 |
| zhuhaozhe | h****u@i****m | 151 |
| Xia Weiwen | w****a@i****m | 121 |
| jianan-gu | j****u@i****m | 101 |
| DiweiSun | 1****n | 95 |
| WeizhuoZhang-intel | w****g@i****m | 75 |
| leslie-fang-intel | l****g@i****m | 64 |
| Cao E | e****o@i****m | 64 |
| liangan1 | l****g@i****m | 59 |
| Zaili Wang | 1****g | 44 |
| pinzhenx | p****u@i****m | 40 |
| Xuan Liao | x****o@i****m | 39 |
| shiyang-weng | s****g@i****m | 30 |
| sanchitintel | s****n@i****m | 29 |
| YanbingJiang | y****g@i****m | 28 |
| Wei Lin | w****n@i****m | 17 |
| Wang Lifeng | l****g@i****m | 16 |
| Yuxingwang-intel | y****g@i****m | 16 |
| min-jean-cho | m****o@i****m | 16 |
| tangleintel | l****g@i****m | 13 |
| chunyuan-w | c****u@o****m | 11 |
| Ryan Tao | 6****3 | 10 |
| Zhu, Jewel | j****u@i****m | 10 |
| zejun | z****n@i****m | 8 |
| and 60 more... | ||
Issue and Pull Request metadata
Last synced: 17 days ago
Total issues: 523
Total pull requests: 107
Average time to close issues: about 2 months
Average time to close pull requests: 2 months
Total issue authors: 362
Total pull request authors: 56
Average comments per issue: 4.8
Average comments per pull request: 1.16
Merged pull request: 27
Bot issues: 0
Bot pull requests: 4
Past year issues: 51
Past year pull requests: 10
Past year average time to close issues: 23 days
Past year average time to close pull requests: 2 days
Past year issue authors: 46
Past year pull request authors: 6
Past year average comments per issue: 1.51
Past year average comments per pull request: 0.8
Past year merged pull request: 0
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- rnwang04 (10)
- simonlui (9)
- fcharras (8)
- garrett361 (7)
- SoldierWz (6)
- xsacha (5)
- fredlarochelle (5)
- tedliosu (5)
- azhuvath (5)
- BA8F0D39 (5)
- ElliottDyson (4)
- Disty0 (4)
- 771991673 (4)
- lostkingdom4 (4)
- shira-g (4)
Top Pull Request Authors
- Stonepia (9)
- quintinwang5 (6)
- DiweiSun (4)
- whitneywhtsang (4)
- AngryLoki (4)
- dependabot[bot] (4)
- Harryalways317 (2)
- 1pikachu (2)
- fredlarochelle (2)
- apstasen (2)
- CarlGao4 (2)
- lindgrenar (2)
- ishaghosh27 (2)
- doudoubobo (2)
- emmanuel-ferdman (2)
Top Issue Labels
- XPU/GPU (111)
- CPU (92)
- ARC (91)
- Crash (88)
- Query (61)
- UserExperience (40)
- Windows (38)
- NotAnIssue (35)
- LLM (31)
- Performance (26)
- iGPU (23)
- Bug (18)
- UsageExperience (18)
- dGPU-Max (11)
- Installation (11)
- Compilation (10)
- Documentation (9)
- Functionality (9)
- Correctness (8)
- Feature (7)
- Escalate (7)
- high priority (3)
- dGPU-Flex (3)
- Ecosystem (2)
- dependencies (2)
- bug (1)
- Flex (1)
Top Pull Request Labels
- dependencies (4)
Package metadata
- Total packages: 3
-
Total downloads:
- pypi: 25,436 last-month
- Total docker downloads: 1,367,446
- Total dependent packages: 17 (may contain duplicates)
- Total dependent repositories: 10 (may contain duplicates)
- Total versions: 37
- Total maintainers: 3
pypi.org: intel-extension-for-pytorch
Intel® Extension for PyTorch*
- Homepage: https://github.com/intel/intel-extension-for-pytorch
- Documentation: https://intel-extension-for-pytorch.readthedocs.io/
- Licenses: https://www.apache.org/licenses/LICENSE-2.0
- Latest release: 2.8.0 (published 8 months ago)
- Last Synced: 2026-04-12T23:04:36.836Z (2 days ago)
- Versions: 22
- Dependent Packages: 17
- Dependent Repositories: 10
- Downloads: 25,436 Last month
- Docker Downloads: 1,367,446
-
Rankings:
- Docker downloads count: 0.796%
- Dependent packages count: 1.268%
- Stargazers count: 2.036%
- Downloads: 2.155%
- Average: 2.521%
- Forks count: 4.181%
- Dependent repos count: 4.69%
- Maintainers (3)
proxy.golang.org: github.com/intel/intel-extension-for-pytorch
- Homepage:
- Documentation: https://pkg.go.dev/github.com/intel/intel-extension-for-pytorch#section-documentation
- Licenses: apache-2.0
- Latest release: v1.12.300 (published over 3 years ago)
- Last Synced: 2026-04-12T23:04:39.460Z (2 days ago)
- Versions: 14
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Stargazers count: 1.41%
- Forks count: 1.659%
- Average: 4.853%
- Dependent packages count: 6.999%
- Dependent repos count: 9.346%
anaconda.org: intel-extension-for-pytorch
| Intel® Extension for PyTorch extends PyTorch with up-to-date features optimizations | for an extra performance boost on Intel hardware. Optimizations take advantage of | AVX-512 Vector Neural Network Instructions (AVX512 VNNI)and Intel® Advanced Matrix Extensions | (Intel® AMX) on Intel CPUs as well as Intel Xe Matrix Extensions (XMX) AI engines on | Intel discrete GPUs.
- Homepage: https://www.intel.com/content/www/us/en/developer/tools/oneapi/optimization-for-pytorch.html
- Licenses: Apache-2.0
- Latest release: 1.12.1 (published almost 3 years ago)
- Last Synced: 2026-03-16T18:28:02.488Z (30 days ago)
- Versions: 1
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Stargazers count: 26.249%
- Forks count: 30.339%
- Average: 39.029%
- Dependent packages count: 41.678%
- Dependent repos count: 57.852%