All Web Images Videos News
Settings
Appearance
Site Icons
Font Size
Font
General
Infinite Scroll
Open Links in a New Tab
Safe Search
Search Engine Optimization Overview
86
100
PyTorch
An open source machine learning framework that accelerates the path from research prototyping to production deployment.
https://pytorch.org/
1 high issue
3.0%
3 medium issues
9.1%
3 low issues
9.1%
26 tests passed
78.8%
0.19 seconds
9.97 kB
36 resources
Secure
Seo
Title
The title tag is perfect.
PyTorch
Meta description
The meta description tag is good.
An open source machine learning framework that accelerates the path from research prototyping to production deployment.
Headings
The headings are properly set.
  1. From       Research ToProduction
  1. Key Features &Capabilities
  2. Ecosystem
  3. Community
  4. Companies & UniversitiesUsing PyTorch
  5. Follow Us on Twitter
  6. Docs
  7. Tutorials
  8. Resources
  1. Install PyTorch
  2. Quick Start WithCloud Partners
  1. Captum
  2. PyTorch Geometric
  3. skorch
  4. PyTorchDiscuss
  5. Slack
  6. 中文文档
  7. 파이토치(PyTorch)
  8. 日本語(PyTorch)
  9. Maintainers
  10. ContributionGuide
  11. DesignPhilosophy
  12. Governance
  13. Contributors
  1. Production Ready
  2. Distributed Training
  3. Robust Ecosystem
  4. Cloud Support
  5. Feature Projects
Content keywords
The content has relevant keywords.
pytorch
Image keywords
There are 14 images with missing alt attributes.
  1. https://www.facebook.com/tr?id=243028289693773&ev=PageView &noscript=1
  2. https://analytics.twitter.com/i/adsct?p_id=Twitter&p_user_id=0&txn_id=o2gi1&events=%5B%5B%22pageview%22%2Cnull%5D%5D&tw_sale_amount=0&tw_order_quantity=0 (https://urldefense.proofpoint.com/v2/url?u=https-3A__analytics.twitter.com_i_adsct-3Fp-5Fid-3DTwitter-26p-5Fuser-5Fid-3D0-26txn-5Fid-3Do2gi1-26events-3D-255B-255B-2522pageview-2522-252Cnull-255D-255D-26tw-5Fsale-5Famount-3D0-26tw-5Forder-5Fquantity-3D0&d=DwMGaQ&c=5VD0RTtNlTh3ycd41b3MUw&r=GMr8XYCDyeQQZuD3noL91A&m=dAJyokk16UvYy-vMrGn_JwYiGfp_eEgo25B9iGDCG-A&s=o6i4D0V0088WH2RnzIoqiF-vj45PL-2sTrsxQ0SNO3A&e=)
  3. https://t.co/i/adsct?p_id=Twitter&p_user_id=0&txn_id=o2gi1&events=%5B%5B%22pageview%22%2Cnull%5D%5D&tw_sale_amount=0&tw_order_quantity=0 (https://urldefense.proofpoint.com/v2/url?u=https-3A__linkprotect.cudasvc.com_url-3Fa-3Dhttp-253a-252f-252ft.co-252fi-252fadsct-253fp-5Fid-253dTwitter-2526p-5Fuser-5Fid-253d0-2526txn-5Fid-253do2gi1-2526events-253d-25255B-25255B-252522pageview-252522-25252Cnull-25255D-25255D-2526tw-5Fsale-5Famount-253d0-2526tw-5Forder-5Fquantity-253d0-26c-3DE-2C1-2CC33dLwIhtuEcl5FhdztSnUwsioeej5k-2DWy0RYREBAq51kGji32A2Cw94YU9vQBpY5tPN3AukEw3C-5F-2DlbtndnLoR7-5FA-5FLoH0Rr7zLtP1ykptN-26typo-3D1&d=DwMGaQ&c=5VD0RTtNlTh3ycd41b3MUw&r=GMr8XYCDyeQQZuD3noL91A&m=dAJyokk16UvYy-vMrGn_JwYiGfp_eEgo25B9iGDCG-A&s=Abgc3XBkhESv8XBYtLchdDZyISGsK6v_BB6cLMJGyCw&e=)
  4. https://pytorch.org/assets/images/chevron-left-grey.svg
  5. https://pytorch.org/assets/images/chevron-right-orange.svg
  6. https://pytorch.org/assets/images/chevron-left-orange.svg
  7. https://pytorch.org/assets/images/chevron-right-orange.svg
  8. https://pytorch.org/assets/images/chevron-left-orange.svg
  9. https://pytorch.org/assets/images/chevron-right-grey.svg
  10. https://pytorch.org/assets/images/amazon-ads-logo.png
  11. https://pytorch.org/assets/images/salesforce.png
  12. https://pytorch.org/assets/images/stanford-university.png
  13. https://www.googleadservices.com/pagead/conversion/795629140/?label=txkmCPmdtosBENSssfsC&guid=ON&script=0
  14. https://pytorch.org/assets/images/pytorch-x.svg
SEO friendly URL
The URL is SEO friendly.
https://pytorch.org/
404 page
The website has 404 error pages.
https://pytorch.org/404-45bc94e8a096264cc022eb67b63f4b68
Robots.txt
The webpage can be accessed by search engines.
Noindex
The webpage does not have a noindex tag set.
In-page links
The number of links on the webpage is okay.
  1. https://pytorch.org
  2. Get Started
  3. Ecosystem
  4. Tools Learn about the tools and frameworks in the PyTorch Ecosystem
  5. Ecosystem Day - 2021 See the posters presented at ecosystem day 2021
  6. Developer Day - 2021 See the posters presented at developer day 2021
  7. Mobile
  8. Blog
  9. Tutorials
  10. PyTorch
  11. torchaudio
  12. torchtext
  13. torchvision
  14. torcharrow
  15. TorchData
  16. TorchRec
  17. TorchServe
  18. PyTorch on XLA Devices
  19. About Learn about PyTorch’s features and capabilities
  20. PyTorch Foundation Learn more about the PyTorch Foundation.
  21. Community Join the PyTorch developer community to contribute, learn, and get your questions answered.
  22. Community stories Learn how our community solves real, everyday machine learning problems with PyTorch
  23. Developer Resources Find resources and get questions answered
  24. Events Find events, webinars, and podcasts
  25. Models (Beta) Discover, publish, and reuse pre-trained models
  26. Install
  27. 1.13 Core blog: PyTorch 1.13 release, including beta versions of functorch and improved support for Apple’s new M1 chips.
  28. 1.13 Libraries blog: New Library Updates in PyTorch 1.13
  29. PyTorch Conference
  30. See all Features
  31. install previous versions of PyTorch
  32. Previous versions of PyTorch
  33. See all Projects
  34. Captum Captum (“comprehension” in Latin) is an open source, extensible library for model interpretability built on PyTorch.
  35. PyTorch Geometric PyTorch Geometric is a library for deep learning on irregular input data such as graphs, point clouds, and manifolds.
  36. skorch skorch is a high-level library for PyTorch that provides full scikit-learn compatibility.
  37. Maintainers Learn about the PyTorch core and module maintainers.
  38. ContributionGuide Learn how you can contribute to PyTorch code and documentation.
  39. DesignPhilosophy PyTorch design principles for contributors and maintainers.
  40. Governance Learn about the PyTorch governance hierarchy.
  41. Contributors Stay up to date with the codebase and discover RFCs, PRs and more.
  42. Learn More
  43. View Docs
  44. View Tutorials
  45. View Resources
  46. https://pytorch.org
  47. PyTorch
  48. Get Started
  49. Features
  50. Ecosystem
  51. Blog
  52. Resources
  53. Tutorials
  54. Docs
  55. Brand Guidelines
  56. https://pytorch.org
  57. Get Started
  58. Ecosystem
  59. Tools
  60. Ecosystem Day 2021
  61. Developer Day 2021
  62. Mobile
  63. Blog
  64. Tutorials
  65. Docs
  66. PyTorch
  67. torchaudio
  68. torchtext
  69. torchvision
  70. torcharrow
  71. TorchData
  72. TorchRec
  73. TorchServe
  74. PyTorch on XLA Devices
  75. About
  76. PyTorch Foundation
  77. Community
  78. Community stories
  79. Developer Resources
  80. Events
  81. Models (Beta)
Language
The webpage has the language declared.
en
Favicon
The webpage has a favicon.
https://pytorch.org/favicon.ico?
Performance
Text compression
The HTML file is compressed.
Load time
The webpage loaded in 0.19 seconds.
Page size
The size of the HTML webpage is 9,967.00.
HTTP requests
There are fewer than 36 HTTP requests on the webpage.
  1. https://pytorch.org/assets/vendor/jquery.min.js
  2. https://pytorch.org/assets/vendor/popper.min.js
  3. https://pytorch.org/assets/vendor/bootstrap.min.js
  4. https://pytorch.org/assets/vendor/anchor.min.js
  5. https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML
  6. https://cdn.jsdelivr.net/npm/docsearch.js@2/dist/cdn/docsearch.min.js
  7. https://www.googletagmanager.com/gtag/js?id=UA-117752657-2
  8. https://pytorch.org/assets/main-menu-dropdown.js
  9. https://pytorch.org/assets/quick-start-module.js
  10. https://platform.twitter.com/widgets.js
  11. https://pytorch.org/assets/load-tweets.js
  12. https://cdnjs.cloudflare.com/ajax/libs/list.js/1.5.0/list.min.js
  13. https://pytorch.org/assets/filter-hub-tags.js
  14. https://pytorch.org/assets/mobile-menu.js
  15. https://pytorch.org/assets/scroll-to-anchor.js
  16. https://pytorch.org/assets/external-links-new-tab.js
  17. https://pytorch.org/assets/search-bar.js
  18. https://pytorch.org/assets/cookie-banner.js
  19. https://pytorch.org/assets/track-events.js
  1. https://pytorch.org/assets/main.css
  2. https://cdn.jsdelivr.net/npm/docsearch.js@2/dist/cdn/docsearch.min.css
  1. https://www.facebook.com/tr?id=243028289693773&ev=PageView &noscript=1
  2. https://analytics.twitter.com/i/adsct?p_id=Twitter&p_user_id=0&txn_id=o2gi1&events=%5B%5B%22pageview%22%2Cnull%5D%5D&tw_sale_amount=0&tw_order_quantity=0 (https://urldefense.proofpoint.com/v2/url?u=https-3A__analytics.twitter.com_i_adsct-3Fp-5Fid-3DTwitter-26p-5Fuser-5Fid-3D0-26txn-5Fid-3Do2gi1-26events-3D-255B-255B-2522pageview-2522-252Cnull-255D-255D-26tw-5Fsale-5Famount-3D0-26tw-5Forder-5Fquantity-3D0&d=DwMGaQ&c=5VD0RTtNlTh3ycd41b3MUw&r=GMr8XYCDyeQQZuD3noL91A&m=dAJyokk16UvYy-vMrGn_JwYiGfp_eEgo25B9iGDCG-A&s=o6i4D0V0088WH2RnzIoqiF-vj45PL-2sTrsxQ0SNO3A&e=)
  3. https://t.co/i/adsct?p_id=Twitter&p_user_id=0&txn_id=o2gi1&events=%5B%5B%22pageview%22%2Cnull%5D%5D&tw_sale_amount=0&tw_order_quantity=0 (https://urldefense.proofpoint.com/v2/url?u=https-3A__linkprotect.cudasvc.com_url-3Fa-3Dhttp-253a-252f-252ft.co-252fi-252fadsct-253fp-5Fid-253dTwitter-2526p-5Fuser-5Fid-253d0-2526txn-5Fid-253do2gi1-2526events-253d-25255B-25255B-252522pageview-252522-25252Cnull-25255D-25255D-2526tw-5Fsale-5Famount-253d0-2526tw-5Forder-5Fquantity-253d0-26c-3DE-2C1-2CC33dLwIhtuEcl5FhdztSnUwsioeej5k-2DWy0RYREBAq51kGji32A2Cw94YU9vQBpY5tPN3AukEw3C-5F-2DlbtndnLoR7-5FA-5FLoH0Rr7zLtP1ykptN-26typo-3D1&d=DwMGaQ&c=5VD0RTtNlTh3ycd41b3MUw&r=GMr8XYCDyeQQZuD3noL91A&m=dAJyokk16UvYy-vMrGn_JwYiGfp_eEgo25B9iGDCG-A&s=Abgc3XBkhESv8XBYtLchdDZyISGsK6v_BB6cLMJGyCw&e=)
  4. https://pytorch.org/assets/images/chevron-left-grey.svg
  5. https://pytorch.org/assets/images/chevron-right-orange.svg
  6. https://pytorch.org/assets/images/chevron-left-orange.svg
  7. https://pytorch.org/assets/images/chevron-right-orange.svg
  8. https://pytorch.org/assets/images/chevron-left-orange.svg
  9. https://pytorch.org/assets/images/chevron-right-grey.svg
  10. https://pytorch.org/assets/images/amazon-ads-logo.png
  11. https://pytorch.org/assets/images/salesforce.png
  12. https://pytorch.org/assets/images/stanford-university.png
  13. https://www.googleadservices.com/pagead/conversion/795629140/?label=txkmCPmdtosBENSssfsC&guid=ON&script=0
  14. https://pytorch.org/assets/images/pytorch-x.svg
  1. https://www.googletagmanager.com/ns.html?id=GTM-52DXT37
Image format
There are 7 images that are not using the AVIF, WebP format.
  1. https://www.facebook.com/tr?id=243028289693773&ev=PageView &noscript=1
  2. https://analytics.twitter.com/i/adsct?p_id=Twitter&p_user_id=0&txn_id=o2gi1&events=%5B%5B%22pageview%22%2Cnull%5D%5D&tw_sale_amount=0&tw_order_quantity=0 (https://urldefense.proofpoint.com/v2/url?u=https-3A__analytics.twitter.com_i_adsct-3Fp-5Fid-3DTwitter-26p-5Fuser-5Fid-3D0-26txn-5Fid-3Do2gi1-26events-3D-255B-255B-2522pageview-2522-252Cnull-255D-255D-26tw-5Fsale-5Famount-3D0-26tw-5Forder-5Fquantity-3D0&d=DwMGaQ&c=5VD0RTtNlTh3ycd41b3MUw&r=GMr8XYCDyeQQZuD3noL91A&m=dAJyokk16UvYy-vMrGn_JwYiGfp_eEgo25B9iGDCG-A&s=o6i4D0V0088WH2RnzIoqiF-vj45PL-2sTrsxQ0SNO3A&e=)
  3. https://t.co/i/adsct?p_id=Twitter&p_user_id=0&txn_id=o2gi1&events=%5B%5B%22pageview%22%2Cnull%5D%5D&tw_sale_amount=0&tw_order_quantity=0 (https://urldefense.proofpoint.com/v2/url?u=https-3A__linkprotect.cudasvc.com_url-3Fa-3Dhttp-253a-252f-252ft.co-252fi-252fadsct-253fp-5Fid-253dTwitter-2526p-5Fuser-5Fid-253d0-2526txn-5Fid-253do2gi1-2526events-253d-25255B-25255B-252522pageview-252522-25252Cnull-25255D-25255D-2526tw-5Fsale-5Famount-253d0-2526tw-5Forder-5Fquantity-253d0-26c-3DE-2C1-2CC33dLwIhtuEcl5FhdztSnUwsioeej5k-2DWy0RYREBAq51kGji32A2Cw94YU9vQBpY5tPN3AukEw3C-5F-2DlbtndnLoR7-5FA-5FLoH0Rr7zLtP1ykptN-26typo-3D1&d=DwMGaQ&c=5VD0RTtNlTh3ycd41b3MUw&r=GMr8XYCDyeQQZuD3noL91A&m=dAJyokk16UvYy-vMrGn_JwYiGfp_eEgo25B9iGDCG-A&s=Abgc3XBkhESv8XBYtLchdDZyISGsK6v_BB6cLMJGyCw&e=)
  4. https://pytorch.org/assets/images/amazon-ads-logo.png
  5. https://pytorch.org/assets/images/salesforce.png
  6. https://pytorch.org/assets/images/stanford-university.png
  7. https://www.googleadservices.com/pagead/conversion/795629140/?label=txkmCPmdtosBENSssfsC&guid=ON&script=0
JavaScript defer
The are 19 javascript resources without the defer attribute.
  1. https://pytorch.org/assets/vendor/jquery.min.js
  2. https://pytorch.org/assets/vendor/popper.min.js
  3. https://pytorch.org/assets/vendor/bootstrap.min.js
  4. https://pytorch.org/assets/vendor/anchor.min.js
  5. https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML
  6. https://cdn.jsdelivr.net/npm/docsearch.js@2/dist/cdn/docsearch.min.js
  7. https://www.googletagmanager.com/gtag/js?id=UA-117752657-2
  8. https://pytorch.org/assets/main-menu-dropdown.js
  9. https://pytorch.org/assets/quick-start-module.js
  10. https://platform.twitter.com/widgets.js
  11. https://pytorch.org/assets/load-tweets.js
  12. https://cdnjs.cloudflare.com/ajax/libs/list.js/1.5.0/list.min.js
  13. https://pytorch.org/assets/filter-hub-tags.js
  14. https://pytorch.org/assets/mobile-menu.js
  15. https://pytorch.org/assets/scroll-to-anchor.js
  16. https://pytorch.org/assets/external-links-new-tab.js
  17. https://pytorch.org/assets/search-bar.js
  18. https://pytorch.org/assets/cookie-banner.js
  19. https://pytorch.org/assets/track-events.js
DOM size
The DOM size is optimal.
The HTML file has 601 DOM nodes.
Security
HTTPS encryption
The webpage uses HTTPS encryption.
The HTML file has https://pytorch.org/ DOM nodes.
Mixed content
There are no mixed content resources on the webpage.
Server signature
The webpage has a public server signature.
GitHub.com
Unsafe cross-origin links
The webpage has 14 unsafe cross-origin links.
Plaintext email
The webpage does not contain any plaintext emails.
Miscellaneous
Structured data
The webpage has structured data.
    Meta viewport
    The webpage has a meta viewport tag set.
    width=device-width, initial-scale=1.0
    Character set
    The webpage has a charset value set.
    UTF-8
    Sitemap
    No sitemaps found.
    Social
    The webpage has 6 social links.
    Content length
    The webpage has 1,061 words.
    Text to HTML ratio
    The text to HTML ratio is 17%.
    Inline CSS
    The webpage contains inline CSS code.
    1. display:none;
    2. display:none;
    3. display:none;visibility:hidden
    4. border-style:none;
    Deprecated HTML
    There are no deprecated HTML tags on the webpage.