René's URL Explorer Experiment


Title: GitHub - BrandonWherry/DistributedMachineLearningPyTorch: Exploring PyTorch's Distributed ML capabilities

Open Graph Title: GitHub - BrandonWherry/DistributedMachineLearningPyTorch: Exploring PyTorch's Distributed ML capabilities

X Title: GitHub - BrandonWherry/DistributedMachineLearningPyTorch: Exploring PyTorch's Distributed ML capabilities

Description: Exploring PyTorch's Distributed ML capabilities. Contribute to BrandonWherry/DistributedMachineLearningPyTorch development by creating an account on GitHub.

Open Graph Description: Exploring PyTorch's Distributed ML capabilities. Contribute to BrandonWherry/DistributedMachineLearningPyTorch development by creating an account on GitHub.

X Description: Exploring PyTorch's Distributed ML capabilities. Contribute to BrandonWherry/DistributedMachineLearningPyTorch development by creating an account on GitHub.

Opengraph URL: https://github.com/BrandonWherry/DistributedMachineLearningPyTorch

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:122c23d0-30e2-ba16-3a19-fedafb53e0f2
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idC0BC:FFCAF:A302E:CD097:698D14EC
html-safe-nonce6c04696793c3a83e7d07b58b75b92ee5285f355fb1396840720f6d01573b4c04
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDMEJDOkZGQ0FGOkEzMDJFOkNEMDk3OjY5OEQxNEVDIiwidmlzaXRvcl9pZCI6IjY4Mzc5ODM1NDIxNDU1MjA4NzYiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac8d5f382dc3cf973b4e32dd14a0da2866f4127cf33fbb372a0edbddc9b5dfb4a1
hovercard-subject-tagrepository:571088382
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/BrandonWherry/DistributedMachineLearningPyTorch
twitter:imagehttps://opengraph.githubassets.com/853cdc0f2210f8c45652c6f8725e65cd3ba4bc0329a1d4e3bec36d4edebbab78/BrandonWherry/DistributedMachineLearningPyTorch
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/853cdc0f2210f8c45652c6f8725e65cd3ba4bc0329a1d4e3bec36d4edebbab78/BrandonWherry/DistributedMachineLearningPyTorch
og:image:altExploring PyTorch's Distributed ML capabilities. Contribute to BrandonWherry/DistributedMachineLearningPyTorch development by creating an account on GitHub.
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
Nonec25395580e1e3bf82d705e0982a1b24255366088720fef945f1493d5e3e67954
turbo-cache-controlno-preview
go-importgithub.com/BrandonWherry/DistributedMachineLearningPyTorch git https://github.com/BrandonWherry/DistributedMachineLearningPyTorch.git
octolytics-dimension-user_id46422271
octolytics-dimension-user_loginBrandonWherry
octolytics-dimension-repository_id571088382
octolytics-dimension-repository_nwoBrandonWherry/DistributedMachineLearningPyTorch
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id571088382
octolytics-dimension-repository_network_root_nwoBrandonWherry/DistributedMachineLearningPyTorch
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release94219dcb9c044792ec271fd5b23c73419858bef7
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FBrandonWherry%2FDistributedMachineLearningPyTorch
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FBrandonWherry%2FDistributedMachineLearningPyTorch
Sign up https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=BrandonWherry%2FDistributedMachineLearningPyTorch
Reloadhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch
Reloadhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch
Reloadhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch
BrandonWherry https://patch-diff.githubusercontent.com/BrandonWherry
DistributedMachineLearningPyTorchhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FBrandonWherry%2FDistributedMachineLearningPyTorch
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2FBrandonWherry%2FDistributedMachineLearningPyTorch
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2FBrandonWherry%2FDistributedMachineLearningPyTorch
0 stars https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/stargazers
0 forks https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/forks
Branches https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/branches
Tags https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/tags
Activity https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FBrandonWherry%2FDistributedMachineLearningPyTorch
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FBrandonWherry%2FDistributedMachineLearningPyTorch
Code https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch
Issues 0 https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/issues
Pull requests 0 https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/pulls
Actions https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/actions
Projects 0 https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/projects
Security 0 https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/security
Insights https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/pulse
Code https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch
Issues https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/issues
Pull requests https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/pulls
Actions https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/actions
Projects https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/projects
Security https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/security
Insights https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/pulse
Brancheshttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/branches
Tagshttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/tags
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/branches
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/tags
150 Commitshttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/commits/main/
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/commits/main/
presentation_stuffhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/tree/main/presentation_stuff
presentation_stuffhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/tree/main/presentation_stuff
scriptshttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/tree/main/scripts
scriptshttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/tree/main/scripts
training_saveshttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/tree/main/training_saves
training_saveshttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/tree/main/training_saves
.gitattributeshttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/.gitattributes
.gitattributeshttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/.gitattributes
.gitignorehttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/.gitignore
README.mdhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/README.md
dataloader_visualization.ipynbhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/dataloader_visualization.ipynb
dataloader_visualization.ipynbhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/dataloader_visualization.ipynb
ddp_trainer.pyhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/ddp_trainer.py
ddp_trainer.pyhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/ddp_trainer.py
model_results.ipynbhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/model_results.ipynb
model_results.ipynbhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/model_results.ipynb
multi_node_trainer.pyhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/multi_node_trainer.py
multi_node_trainer.pyhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/multi_node_trainer.py
useful_server_commands.txthttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/useful_server_commands.txt
useful_server_commands.txthttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/useful_server_commands.txt
READMEhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#distributed-machine-learning-in-pytorch
https://www.kaggle.com/datasets/ambityga/imagenet100https://www.kaggle.com/datasets/ambityga/imagenet100
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#important-files
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#one-worker-script
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#multi-worker-script
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#script-args
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#ddp-enabling-code-in-pytorch
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#ddp-setup
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/presentation_stuff/mainfunc.png
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#torchrun
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/presentation_stuff/multi_node_torchrun_bash.png
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#distributed-sampler
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/presentation_stuff/distributed_sampler.png
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#model-wrapper
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/presentation_stuff/DDPWrapper.png
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#custom-ddp-trainer-class
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/presentation_stuff/save_snapshot.png
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/presentation_stuff/load_snapshot.png
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/presentation_stuff/load_condition.png
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/presentation_stuff/saved_metrics.png
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#model--data
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/presentation_stuff/vgg_model.png
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#aws-ec2-experiment-details
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/presentation_stuff/ami.png
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/presentation_stuff/8GPUinstances.png
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#my-results-with-pytorchs-ddp-strategy
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#cool-summary-graphs
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/presentation_stuff/TrainingLoss.png
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/blob/main/presentation_stuff/ValidationLoss.png
https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#conclusions-on-distributed-training-with-pytorchs-ddp-strategy
Readme https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch#readme-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch
Activityhttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/activity
0 starshttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/stargazers
1 watchinghttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/watchers
0 forkshttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FBrandonWherry%2FDistributedMachineLearningPyTorch&report=BrandonWherry+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/releases
Packages 0https://patch-diff.githubusercontent.com/users/BrandonWherry/packages?repo_name=DistributedMachineLearningPyTorch
Jupyter Notebook 98.8% https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/search?l=jupyter-notebook
Python 1.1% https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/search?l=python
Shell 0.1% https://patch-diff.githubusercontent.com/BrandonWherry/DistributedMachineLearningPyTorch/search?l=shell
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.