torchdynamo
A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
Science Score: 54.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
○DOI references
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○Academic publication links
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✓Committers with academic emails
2 of 61 committers (3.3%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (3.3%) to scientific vocabulary
Keywords from Contributors
cryptocurrencies
jax
transformers
closember
cryptography
pipeline-testing
datacleaner
data-profilers
network-simulation
hacking
Last synced: 6 months ago
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JSON representation
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Repository
A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
Basic Info
Statistics
- Stars: 1,060
- Watchers: 41
- Forks: 128
- Open Issues: 0
- Releases: 0
Archived
Created over 4 years ago
· Last pushed almost 2 years ago
Metadata Files
Readme
Contributing
License
Code of conduct
Citation
README.md
NOTICE: TorchDynamo has moved
We have moved TorchDynamo to pytorch/pytorch
import torchdynamois nowimport torch._dynamoimport torchinductoris nowimport torch._inductor
For Documentation: https://pytorch.org/docs/stable/torch.compiler.html
License
TorchDynamo has a BSD-style license, as found in the LICENSE file.
Owner
- Name: pytorch
- Login: pytorch
- Kind: organization
- Location: where the eigens are valued
- Website: https://pytorch.org
- Repositories: 83
- Profile: https://github.com/pytorch
Citation (CITATION.cff)
cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: Ansel
given-names: Jason
title: "TorchDynamo"
date-released: 2022-01-01
url: https://github.com/pytorch/torchdynamo
GitHub Events
Total
- Watch event: 67
- Fork event: 7
Last Year
- Watch event: 67
- Fork event: 7
Committers
Last synced: 9 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Jason Ansel | j****l@j****t | 407 |
| Animesh Jain | a****n@u****u | 153 |
| Bin Bao | b****o@f****m | 82 |
| Michael Voznesensky | v****m@g****m | 56 |
| Yanbo Liang | y****8@g****m | 50 |
| Natalia Gimelshein | n****l@f****m | 49 |
| Horace He | h****7@y****m | 37 |
| mlazos | m****s@f****m | 36 |
| Sherlock Huang | b****g@f****m | 32 |
| Edward Z. Yang | e****g@f****m | 31 |
| eellison | e****n@g****m | 25 |
| Yunjie | p****j@f****m | 23 |
| Will Constable | w****c@f****m | 22 |
| William Wen | w****n@m****m | 17 |
| Mark Saroufim | m****m@m****m | 14 |
| Ansley Ussery | 5****y | 10 |
| Vasiliy Kuznetsov | v****o | 10 |
| Wei | w****6@f****m | 9 |
| Bert Maher | b****r | 9 |
| David Berard | d****d@f****m | 4 |
| Jiong Gong | j****g@i****m | 4 |
| fdrocha | 9****a | 4 |
| vesuppi | v****i@f****m | 4 |
| Shangdi Yu | y****3@g****m | 4 |
| Xu Zhao | x****9@f****m | 4 |
| Yuanjing Shi | y****g@o****i | 3 |
| Nikita Shulga | n****a@g****m | 3 |
| Guoqiang Zhang | g****g@f****m | 3 |
| Michael Suo | s****o@f****m | 3 |
| Tugsbayasgalan Manlaibaatar | t****u@m****u | 3 |
| and 31 more... | ||
Committer Domains (Top 20 + Academic)
fb.com: 14
intel.com: 7
meta.com: 2
bulatov.me: 1
tecnico.ulisboa.pt: 1
me.com: 1
quansight.com: 1
qq.com: 1
mit.edu: 1
octoml.ai: 1
umich.edu: 1
jansel.net: 1
Issues and Pull Requests
Last synced: 7 months ago
All Time
- Total issues: 59
- Total pull requests: 48
- Average time to close issues: 30 days
- Average time to close pull requests: 3 days
- Total issue authors: 22
- Total pull request authors: 16
- Average comments per issue: 4.98
- Average comments per pull request: 2.06
- Merged pull requests: 42
- Bot issues: 0
- Bot pull requests: 1
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- desertfire (18)
- ESI-SYD (7)
- anijain2305 (7)
- jansel (4)
- ezyang (3)
- yanboliang (3)
- soumith (2)
- bitfort (1)
- kevint324 (1)
- yf225 (1)
- ngimel (1)
- jiayisunx (1)
- soumickmj (1)
- davidberard98 (1)
- Xingxiangrui (1)
Pull Request Authors
- anijain2305 (14)
- jansel (6)
- yanboliang (5)
- eellison (5)
- mlazos (3)
- desertfire (3)
- dependabot[bot] (2)
- Chillee (2)
- sangongs (2)
- chunyuan-w (1)
- fdrocha (1)
- ezyang (1)
- ngimel (1)
- williamwen42 (1)
- wconstab (1)
Top Labels
Issue Labels
inductor (16)
bug (11)
hot (7)
triaged (3)
dynamo (2)
backend:aot (2)
enhancement (2)
minified (1)
accuracy-error (1)
distributed (1)
fake_tensor (1)
vertical:loss_convergence (1)
test/benchmark (1)
minifier-did-not-work (1)
good first issue (1)
vertical:huggingface (1)
vertical:timm (1)
Pull Request Labels
cla signed (48)
dependencies (2)
Packages
- Total packages: 1
-
Total downloads:
- pypi 116 last-month
- Total dependent packages: 0
- Total dependent repositories: 7
- Total versions: 5
- Total maintainers: 1
pypi.org: torchdynamo
A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
- Homepage: https://github.com/pytorch/torchdynamo
- Documentation: https://torchdynamo.readthedocs.io/
- License: BSD-3
-
Latest release: 1.13.0
published over 3 years ago
Rankings
Stargazers count: 2.1%
Docker downloads count: 2.6%
Forks count: 3.6%
Dependent repos count: 5.6%
Average: 6.0%
Dependent packages count: 9.8%
Downloads: 12.4%
Maintainers (1)
Last synced:
6 months ago
Dependencies
requirements.txt
pypi
- black ==22.8.0
- click >=8.1
- expecttest *
- filelock *
- flake8 ==5.0.4
- isort ==5.10.1
- mypy ==0.960
- networkx *
- ninja *
- numpy *
- pytest *
- pyyaml *
- sympy *
- torch >=1.12.0
setup.py
pypi
- dill *
- jinja2 *
- networkx *
- numpy *
- pyyaml *
- sympy *
- tabulate *
- torch >=1.13.0