René's URL Explorer Experiment

Title: DeepLearningExamples/TensorFlow/Detection/SSD at master · feifeibear/DeepLearningExamples · GitHub

Open Graph Title: DeepLearningExamples/TensorFlow/Detection/SSD at master · feifeibear/DeepLearningExamples

X Title: DeepLearningExamples/TensorFlow/Detection/SSD at master · feifeibear/DeepLearningExamples

Description: Deep Learning Examples. Contribute to feifeibear/DeepLearningExamples development by creating an account on GitHub.

Open Graph Description: Deep Learning Examples. Contribute to feifeibear/DeepLearningExamples development by creating an account on GitHub.

X Description: Deep Learning Examples. Contribute to feifeibear/DeepLearningExamples development by creating an account on GitHub.

Opengraph URL: https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository/tree/name(/path)
route-controller	files
route-action	disambiguate
fetch-nonce	v2:0fd2fae8-870e-d5a5-e993-ec26ac28c6c5
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	B282:64114:3A5D19:4E220A:6A6151AE
html-safe-nonce	b1748ff5cf97fa1639d6f61aa439ba485da652892d9eec4221737befb1d02a72
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCMjgyOjY0MTE0OjNBNUQxOTo0RTIyMEE6NkE2MTUxQUUiLCJ2aXNpdG9yX2lkIjoiNzg2MDc4NDMyNTYwNzYzMzEwIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	534cef699823af8a083a0e3487aa05041365d878c1a339847f9ba23b1db46232
hovercard-subject-tag	repository:284953177
github-keyboard-shortcuts	repository,source-code,file-tree,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	///files/disambiguate
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD
twitter:image	https://opengraph.githubassets.com/18534fb469df2055d6ebb4d4b8ca2dfde01423c65f989d2d50776a90850918c7/feifeibear/DeepLearningExamples
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/18534fb469df2055d6ebb4d4b8ca2dfde01423c65f989d2d50776a90850918c7/feifeibear/DeepLearningExamples
og:image:alt	Deep Learning Examples. Contribute to feifeibear/DeepLearningExamples development by creating an account on GitHub.
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	35b919fdb8e6752d2ed95a144e761ca5e924557563e2ed0a5ebf6c4430cdeeb6
turbo-cache-control	no-cache
go-import	github.com/feifeibear/DeepLearningExamples git https://github.com/feifeibear/DeepLearningExamples.git
octolytics-dimension-user_id	5706969
octolytics-dimension-user_login	feifeibear
octolytics-dimension-repository_id	284953177
octolytics-dimension-repository_nwo	feifeibear/DeepLearningExamples
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	131881622
octolytics-dimension-repository_parent_nwo	NVIDIA/DeepLearningExamples
octolytics-dimension-repository_network_root_id	131881622
octolytics-dimension-repository_network_root_nwo	NVIDIA/DeepLearningExamples
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	1e22b08b60ccb67c3791f565bed248565260e611
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Ffeifeibear%2FDeepLearningExamples%2Ftree%2Fmaster%2FTensorFlow%2FDetection%2FSSD
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
Code QualityEnforce quality at merge	https://github.com/features/code-quality
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/enterprise/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://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%2Ffeifeibear%2FDeepLearningExamples%2Ftree%2Fmaster%2FTensorFlow%2FDetection%2FSSD
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%2Ffiles%2Fdisambiguate&source=header-repo&source_repo=feifeibear%2FDeepLearningExamples
Reload	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD
Reload	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD
Reload	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD
feifeibear	https://github.com/feifeibear
DeepLearningExamples	https://github.com/feifeibear/DeepLearningExamples
NVIDIA/DeepLearningExamples	https://github.com/NVIDIA/DeepLearningExamples
Notifications	https://github.com/login?return_to=%2Ffeifeibear%2FDeepLearningExamples
Fork 0	https://github.com/login?return_to=%2Ffeifeibear%2FDeepLearningExamples
Star 0	https://github.com/login?return_to=%2Ffeifeibear%2FDeepLearningExamples
Code	https://github.com/feifeibear/DeepLearningExamples
Pull requests 0	https://github.com/feifeibear/DeepLearningExamples/pulls
Actions	https://github.com/feifeibear/DeepLearningExamples/actions
Projects	https://github.com/feifeibear/DeepLearningExamples/projects
Security and quality 0	https://github.com/feifeibear/DeepLearningExamples/security
Insights	https://github.com/feifeibear/DeepLearningExamples/pulse
Code	https://github.com/feifeibear/DeepLearningExamples
Pull requests	https://github.com/feifeibear/DeepLearningExamples/pulls
Actions	https://github.com/feifeibear/DeepLearningExamples/actions
Projects	https://github.com/feifeibear/DeepLearningExamples/projects
Security and quality	https://github.com/feifeibear/DeepLearningExamples/security
Insights	https://github.com/feifeibear/DeepLearningExamples/pulse
	https://github.com/feifeibear/DeepLearningExamples
DeepLearningExamples	https://github.com/feifeibear/DeepLearningExamples/tree/master
TensorFlow	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow
Detection	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection
History	https://github.com/feifeibear/DeepLearningExamples/commits/master/TensorFlow/Detection/SSD
	https://github.com/feifeibear/DeepLearningExamples/commits/master/TensorFlow/Detection/SSD
DeepLearningExamples	https://github.com/feifeibear/DeepLearningExamples/tree/master
TensorFlow	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow
Detection	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection
..	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection
configs	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD/configs
configs	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD/configs
examples	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD/examples
examples	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD/examples
img	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD/img
img	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD/img
models	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD/models
models	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD/models
.dockerignore	https://github.com/feifeibear/DeepLearningExamples/blob/master/TensorFlow/Detection/SSD/.dockerignore
.dockerignore	https://github.com/feifeibear/DeepLearningExamples/blob/master/TensorFlow/Detection/SSD/.dockerignore
.gitignore	https://github.com/feifeibear/DeepLearningExamples/blob/master/TensorFlow/Detection/SSD/.gitignore
.gitignore	https://github.com/feifeibear/DeepLearningExamples/blob/master/TensorFlow/Detection/SSD/.gitignore
Dockerfile	https://github.com/feifeibear/DeepLearningExamples/blob/master/TensorFlow/Detection/SSD/Dockerfile
Dockerfile	https://github.com/feifeibear/DeepLearningExamples/blob/master/TensorFlow/Detection/SSD/Dockerfile
NOTICE	https://github.com/feifeibear/DeepLearningExamples/blob/master/TensorFlow/Detection/SSD/NOTICE
NOTICE	https://github.com/feifeibear/DeepLearningExamples/blob/master/TensorFlow/Detection/SSD/NOTICE
README.md	https://github.com/feifeibear/DeepLearningExamples/blob/master/TensorFlow/Detection/SSD/README.md
README.md	https://github.com/feifeibear/DeepLearningExamples/blob/master/TensorFlow/Detection/SSD/README.md
download_all.sh	https://github.com/feifeibear/DeepLearningExamples/blob/master/TensorFlow/Detection/SSD/download_all.sh
download_all.sh	https://github.com/feifeibear/DeepLearningExamples/blob/master/TensorFlow/Detection/SSD/download_all.sh
requirements.txt	https://github.com/feifeibear/DeepLearningExamples/blob/master/TensorFlow/Detection/SSD/requirements.txt
requirements.txt	https://github.com/feifeibear/DeepLearningExamples/blob/master/TensorFlow/Detection/SSD/requirements.txt
README.md	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#readme
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#ssd320-v12-for-tensorflow
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#table-of-contents
Model overview	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#model-overview
Model architecture	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#model-architecture
Default configuration	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#default-configuration
Feature support matrix	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#feature-support-matrix
Features	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#features
Mixed precision training	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#mixed-precision-training
Enabling mixed precision	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#enabling-mixed-precision
Enabling TF32	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#enabling-tf32
Glossary	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#glossary
Setup	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#setup
Requirements	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#requirements
Quick Start Guide	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#quick-start-guide
Advanced	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#advanced
Scripts and sample code	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#scripts-and-sample-code
Parameters	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#parameters
Command line options	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#command-line-options
Getting the data	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#getting-the-data
Training process	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#training-process
Data preprocessing	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#data-preprocessing
Data augmentation	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#data-augmentation
Enabling mixed precision	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#enabling-mixed-precision
Performance	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#performance
Benchmarking	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#benchmarking
Training performance benchmark	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#training-performance-benchmark
Inference performance benchmark	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#inference-performance-benchmark
Results	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#results
Training accuracy results	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#training-accuracy-results
Training accuracy: NVIDIA DGX A100 (8x A100 40GB)	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#training-accuracy-nvidia-dgx-a100-8x-a100-40gb
Training accuracy: NVIDIA DGX-1 (8x V100 16GB)	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#training-accuracy-nvidia-dgx-1-8x-v100-16gb
Training performance results	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#training-performance-results
Training performance: NVIDIA DGX A100 (8x A100 40GB)	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#training-performance-nvidia-dgx-a100-8x-a100-40gb
Training performance: NVIDIA DGX-1 (8x V100 16GB)	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#training-performance-nvidia-dgx-1-8x-v100-16gb
Inference performance results	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#inference-performance-results
Inference performance: NVIDIA DGX A100 (1x A100 40GB)	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#inference-performance-nvidia-dgx-a100-1x-a100-40gb
Inference performance: NVIDIA DGX-1 (1x V100 16GB)	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#inference-performance-nvidia-dgx-1-1x-v100-16gb
Inference performance: NVIDIA T4	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#inference-performance-nvidia-t4
Release notes	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#release-notes
Changelog	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#changelog
Known issues	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#known-issues
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#model-overview
SSD: Single Shot MultiBox Detector	https://arxiv.org/abs/1512.02325
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#model-architecture
model from the TensorFlow models repository	https://github.com/tensorflow/models/blob/master/research/object_detection/samples/configs/ssd_resnet50_v1_fpn_shared_box_predictor_640x640_coco14_sync.config
Feature Pyramid Networks	https://arxiv.org/pdf/1612.03144.pdf
Focal Loss	https://arxiv.org/pdf/1708.02002.pdf
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#default-configuration
SGDR	https://arxiv.org/pdf/1608.03983.pdf
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#feature-support-matrix
Automatic mixed precision (AMP)	https://nvidia.github.io/apex/amp.html
Horovod Multi-GPU (NCCL)	https://github.com/horovod/horovod
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#features
TF-AMP	https://docs.nvidia.com/deeplearning/dgx/tensorflow-user-guide/index.html#tfamp
Enabling mixed precision	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#enabling-mixed-precision
Horovod	https://github.com/horovod/horovod
Horovod: Official repository	https://github.com/horovod/horovod
Multi-GPU training with Horovod	https://github.com/horovod/horovod/#usage
TensorFlow tutorial	https://github.com/horovod/horovod/#usage
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#mixed-precision-training
Mixed precision	https://arxiv.org/abs/1710.03740
Tensor Cores	https://developer.nvidia.com/tensor-cores
mixed precision methodology	https://docs.nvidia.com/deeplearning/sdk/mixed-precision-training/index.html#tensorflow
Mixed Precision Training	https://arxiv.org/abs/1710.03740
Training With Mixed Precision	https://docs.nvidia.com/deeplearning/sdk/mixed-precision-training/index.html
Mixed-Precision Training of Deep Neural Networks	https://devblogs.nvidia.com/mixed-precision-training-deep-neural-networks/
Using TF-AMP	https://docs.nvidia.com/deeplearning/dgx/tensorflow-user-guide/index.html#tfamp
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#enabling-mixed-precision
loss scaling	https://docs.nvidia.com/deeplearning/sdk/mixed-precision-training/index.html#lossscaling
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#enabling-tf32
NVIDIA A100	https://www.nvidia.com/en-us/data-center/a100/
TensorFloat-32 in the A100 GPU Accelerates AI Training, HPC up to 20x	https://blogs.nvidia.com/blog/2020/05/14/tensorfloat-32-precision-format/
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#setup
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#requirements
NVIDIA Docker	https://github.com/NVIDIA/nvidia-docker
TensorFlow 20.06-py3	https://ngc.nvidia.com/catalog/containers/nvidia:tensorflow
NVIDIA Volta	https://www.nvidia.com/en-us/data-center/volta-gpu-architecture/
NVIDIA Turing	https://www.nvidia.com/en-us/geforce/turing/
NVIDIA Ampere architecture	https://www.nvidia.com/en-us/data-center/nvidia-ampere-gpu-architecture/
Getting Started Using NVIDIA GPU Cloud	https://docs.nvidia.com/ngc/ngc-getting-started-guide/index.html
Accessing And Pulling From The NGC Container Registry	https://docs.nvidia.com/deeplearning/dgx/user-guide/index.html#accessing_registry
Running TensorFlow	https://docs.nvidia.com/deeplearning/dgx/tensorflow-release-notes/running.html#running
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#quick-start-guide
COCO 2017	http://cocodataset.org/#download
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#1-clone-the-repository
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#2-build-the-ssd320-v12-tensorflow-ngc-container
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#3-download-and-preprocess-the-dataset
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#4-launch-the-ngc-container-to-run-traininginference
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#5-start-training
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#6-start-validationevaluation
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#advanced
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#scripts-and-sample-code
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#parameters
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#command-line-options
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#getting-the-data
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#training-process
Enabling mixed precision	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#enabling-mixed-precision
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#data-preprocessing
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#data-augmentation
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#enabling-mixed-precision-1
Mixed precision	https://arxiv.org/abs/1710.03740
tensor cores	https://developer.nvidia.com/tensor-cores
mixed precision	https://docs.nvidia.com/deeplearning/sdk/mixed-precision-training/index.html
mixed precision methodology	https://docs.nvidia.com/deeplearning/sdk/mixed-precision-training/index.html#tensorflow
Mixed Precision Training	https://arxiv.org/abs/1710.03740
Training With Mixed Precision	https://docs.nvidia.com/deeplearning/sdk/mixed-precision-training/index.html
Using TF-AMP	https://docs.nvidia.com/deeplearning/dgx/tensorflow-user-guide/index.html#tfamp
Mixed-Precision Training of Deep Neural Networks	https://devblogs.nvidia.com/mixed-precision-training-deep-neural-networks/
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#performance
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#benchmarking
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#training-performance-benchmark
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#inference-performance-benchmark
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#results
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#training-accuracy-results
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#training-accuracy-nvidia-dgx-a100-8x-a100-40gb
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#training-accuracy-nvidia-dgx-1-8x-v100-16gb
	https://github.com/feifeibear/DeepLearningExamples/blob/master/TensorFlow/Detection/SSD/img/training_loss.png
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#training-performance-results
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#training-performance-nvidia-dgx-a100-8x-a100-40gb
Quick start guide	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#quick-start-guide
XLA	https://www.tensorflow.org/xla
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#training-performance-nvidia-dgx-1-8x-v100-16gb
Quick start guide	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#quick-start-guide
XLA	https://www.tensorflow.org/xla
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#inference-performance-results
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#inference-performance-nvidia-dgx-a100-1x-a100-40gb
Quick start guide	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#quick-start-guide
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#inference-performance-nvidia-dgx-1-1x-v100-16gb
Quick start guide	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#quick-start-guide
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#inference-performance-nvidia-t4
Quick start guide	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#quick-start-guide
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#release-notes
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#changelog
	https://github.com/feifeibear/DeepLearningExamples/tree/master/TensorFlow/Detection/SSD#known-issues
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.