René's URL Explorer Experiment


Title: GitHub - tmulc18/DistributedDeepLearningReads: Papers and blogs related to distributed deep learning · GitHub

Open Graph Title: GitHub - tmulc18/DistributedDeepLearningReads: Papers and blogs related to distributed deep learning

X Title: GitHub - tmulc18/DistributedDeepLearningReads: Papers and blogs related to distributed deep learning

Description: Papers and blogs related to distributed deep learning - tmulc18/DistributedDeepLearningReads

Open Graph Description: Papers and blogs related to distributed deep learning - tmulc18/DistributedDeepLearningReads

X Description: Papers and blogs related to distributed deep learning - tmulc18/DistributedDeepLearningReads

Opengraph URL: https://github.com/tmulc18/DistributedDeepLearningReads

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:63f05e5b-d01a-ded9-fd0b-e9b46dadc2e6
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idEAFA:1E5E52:15BF:1A1D:6A60124C
html-safe-noncea12ecd8fe078cb75a766250eb032f1dda79b6af79fde7fd4c9b12b00fa4d77ef
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFQUZBOjFFNUU1MjoxNUJGOjFBMUQ6NkE2MDEyNEMiLCJ2aXNpdG9yX2lkIjoiNDIwODQ4NDY3ODEyNjAxNTA1MiIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacf0775798e515ebfefce8733f3d4bda8e9f53536f9a81b501e4c411897d41c9df
hovercard-subject-tagrepository:107732139
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/tmulc18/DistributedDeepLearningReads
twitter:imagehttps://opengraph.githubassets.com/5f7e4e7049f3f43a9f0bae130a0794e4af106d3dcf69cb83e8c26425c970cade/tmulc18/DistributedDeepLearningReads
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/5f7e4e7049f3f43a9f0bae130a0794e4af106d3dcf69cb83e8c26425c970cade/tmulc18/DistributedDeepLearningReads
og:image:altPapers and blogs related to distributed deep learning - tmulc18/DistributedDeepLearningReads
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None48cb2ed2304f8ae5a4a05d6327faf70466c4c0d9dcbf7b9df76251ca9c669a90
turbo-cache-controlno-cache
go-importgithub.com/tmulc18/DistributedDeepLearningReads git https://github.com/tmulc18/DistributedDeepLearningReads.git
octolytics-dimension-user_id7132307
octolytics-dimension-user_logintmulc18
octolytics-dimension-repository_id107732139
octolytics-dimension-repository_nwotmulc18/DistributedDeepLearningReads
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id107732139
octolytics-dimension-repository_network_root_nwotmulc18/DistributedDeepLearningReads
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
releasecb0f10a384099e0765239a7cc220992cae52bdba
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/tmulc18/DistributedDeepLearningReads#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Ftmulc18%2FDistributedDeepLearningReads
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
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
Code QualityEnforce quality at mergehttps://github.com/features/code-quality
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
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/accelerator
GitHub Starshttps://stars.github.com
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/enterprise/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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Ftmulc18%2FDistributedDeepLearningReads
Sign up https://github.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=tmulc18%2FDistributedDeepLearningReads
Reloadhttps://github.com/tmulc18/DistributedDeepLearningReads
Reloadhttps://github.com/tmulc18/DistributedDeepLearningReads
Reloadhttps://github.com/tmulc18/DistributedDeepLearningReads
tmulc18 https://github.com/tmulc18
DistributedDeepLearningReadshttps://github.com/tmulc18/DistributedDeepLearningReads
Notifications https://github.com/login?return_to=%2Ftmulc18%2FDistributedDeepLearningReads
Fork 20 https://github.com/login?return_to=%2Ftmulc18%2FDistributedDeepLearningReads
Star 96 https://github.com/login?return_to=%2Ftmulc18%2FDistributedDeepLearningReads
Code https://github.com/tmulc18/DistributedDeepLearningReads
Issues 0 https://github.com/tmulc18/DistributedDeepLearningReads/issues
Pull requests 0 https://github.com/tmulc18/DistributedDeepLearningReads/pulls
Actions https://github.com/tmulc18/DistributedDeepLearningReads/actions
Projects https://github.com/tmulc18/DistributedDeepLearningReads/projects
Security and quality 0 https://github.com/tmulc18/DistributedDeepLearningReads/security
Insights https://github.com/tmulc18/DistributedDeepLearningReads/pulse
Code https://github.com/tmulc18/DistributedDeepLearningReads
Issues https://github.com/tmulc18/DistributedDeepLearningReads/issues
Pull requests https://github.com/tmulc18/DistributedDeepLearningReads/pulls
Actions https://github.com/tmulc18/DistributedDeepLearningReads/actions
Projects https://github.com/tmulc18/DistributedDeepLearningReads/projects
Security and quality https://github.com/tmulc18/DistributedDeepLearningReads/security
Insights https://github.com/tmulc18/DistributedDeepLearningReads/pulse
https://github.com/tmulc18/DistributedDeepLearningReads
Brancheshttps://github.com/tmulc18/DistributedDeepLearningReads/branches
Tagshttps://github.com/tmulc18/DistributedDeepLearningReads/tags
https://github.com/tmulc18/DistributedDeepLearningReads/branches
https://github.com/tmulc18/DistributedDeepLearningReads/tags
12 Commitshttps://github.com/tmulc18/DistributedDeepLearningReads/commits/master/
https://github.com/tmulc18/DistributedDeepLearningReads/commits/master/
README.mdhttps://github.com/tmulc18/DistributedDeepLearningReads/blob/master/README.md
README.mdhttps://github.com/tmulc18/DistributedDeepLearningReads/blob/master/README.md
READMEhttps://github.com/tmulc18/DistributedDeepLearningReads
https://github.com/tmulc18/DistributedDeepLearningReads#distributed-deep-learning-reads
100-epoch ImageNet Training with AlexNet in 24 Minuteshttps://arxiv.org/abs/1709.05011
Accumulated Gradient Normalizationhttps://arxiv.org/abs/1710.02368
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hourhttps://arxiv.org/pdf/1706.02677.pdf
Asynchronous Parallel Stochastic Gradient for Nonconvex Optimizationhttp://papers.nips.cc/paper/5751-asynchronous-parallel-stochastic-gradient-for-nonconvex-optimization.pdf
Asynchrony begets Momentum, with an Application to Deep Learninghttps://arxiv.org/abs/1605.09774
Bandwidth Optimal All-reduce Algorithms for Clusters of Workstationshttp://www.cs.fsu.edu/~xyuan/paper/09jpdc.pdf
Bringing HPC Techniques to Deep Learninghttp://research.baidu.com/bringing-hpc-techniques-deep-learning/
Deep learning with Elastic Averaging SGDhttps://arxiv.org/abs/1412.6651
Distributed Delayed Stochastic Optimizationhttps://arxiv.org/abs/1104.5525
Don't Decay the Learning Rate, Increase the Batch Sizehttps://arxiv.org/abs/1711.00489
FireCaffe: near-linear acceleration of deep neural network training on compute clustershttps://arxiv.org/abs/1511.00175
Heterogeneity-aware Distributed Parameter Servershttps://ds3lab.org/wp-content/uploads/2017/07/sigmod2017_jiang.pdf
Hogwild!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descenthttps://people.eecs.berkeley.edu/~brecht/papers/hogwildTR.pdf
How to scale distributed deep learning?https://arxiv.org/abs/1611.04581
ImageNet Training in Minuteshttps://arxiv.org/abs/1709.05011
Joeri Hermans ADAG Bloghttp://joerihermans.com/ramblings/distributed-deep-learning-part-1-an-introduction/
Large Scale Distributed Deep Networkshttps://static.googleusercontent.com/media/research.google.com/en//archive/large_deep_networks_nips2012.pdf
Meet Horovod: Uber’s Open Source Distributed Deep Learning Framework for TensorFlowhttps://eng.uber.com/horovod/
More Effective Distributed ML via a Stale Synchronous Parallel Parameter Serverhttp://repository.cmu.edu/cgi/viewcontent.cgi?article=1163&context=machine_learning
Omnivore: An Optimizer for Multi-device Deep Learning on CPUs and GPUshttps://arxiv.org/abs/1606.04487
On Parallelizability of Stochastic Gradient Descent for Speech DNNshttps://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/ParallelSGD-ICASSP2014-published.pdf
On Scalable Deep Learning and Parallelizing Gradient Descenthttps://github.com/JoeriHermans/master-thesis/tree/master/thesis
One weird trick for parallelizing convolutional neural networkshttps://arxiv.org/abs/1404.5997
Parallel training of DNNs with Natural Gradient and Parameter Averaginghttps://arxiv.org/abs/1410.7455
Poseidon: A System Architecture for Efficient GPU-based Deep Learning on Multiple Machineshttps://arxiv.org/abs/1512.06216
PowerAI DDLhttps://arxiv.org/abs/1708.02188
Revisiting Distributed Synchronous SGDhttps://arxiv.org/pdf/1604.00981.pdf
Scalable Distributed DNN Training Using Commodity GPU Cloud Computinghttps://s3-us-west-2.amazonaws.com/amazon.jobs-public-documents/strom_interspeech2015.pdf
SparkNet: Training Deep Networks in Sparkhttps://arxiv.org/abs/1511.06051
Staleness-aware Async-SGD for Distributed Deep Learninghttps://arxiv.org/abs/1511.05950
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learninghttps://arxiv.org/abs/1705.07878
Readme https://github.com/tmulc18/DistributedDeepLearningReads#readme-ov-file
Please reload this pagehttps://github.com/tmulc18/DistributedDeepLearningReads
Activityhttps://github.com/tmulc18/DistributedDeepLearningReads/activity
20 forkshttps://github.com/tmulc18/DistributedDeepLearningReads/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Ftmulc18%2FDistributedDeepLearningReads&report=tmulc18+%28user%29
Releaseshttps://github.com/tmulc18/DistributedDeepLearningReads/releases
Packages 0https://github.com/users/tmulc18/packages?repo_name=DistributedDeepLearningReads
Please reload this pagehttps://github.com/tmulc18/DistributedDeepLearningReads
Contributorshttps://github.com/tmulc18/DistributedDeepLearningReads/graphs/contributors
Please reload this pagehttps://github.com/tmulc18/DistributedDeepLearningReads
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.