├── .github └── PULL_REQUEST_TEMPLATE.md ├── .gitignore ├── .gitmodules ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE.txt ├── NOTICE.txt ├── README.md ├── _config.yml ├── cfn-bootstrap ├── LICENSE.txt ├── NOTICE.txt ├── dl_cfn_setup.py └── dl_cfn_setup_v2.py ├── cfn-lambda_function ├── LICENSE.txt ├── NOTICE.txt ├── dl_cfn_setup_lambda.zip ├── lambda_function.py └── template.yaml ├── cfn-template ├── LICENSE.txt ├── NOTICE.txt ├── StackSetup.md └── deeplearning.template ├── examples ├── distributed-tensorflow │ ├── README.md │ ├── mask-rcnn-cfn.yaml │ ├── mask-rcnn-stack.sh │ ├── prepare-s3-bucket.sh │ ├── private-mask-rcnn-cfn.yaml │ ├── private-mask-rcnn-stack.sh │ ├── run.sh │ └── setup.sh └── tensorflow │ ├── LICENSE │ ├── cifar10_multi_machine_train.py │ └── generate_trainer.py └── images ├── Slide0.png ├── Slide1.png ├── Slide10.png ├── Slide11.png ├── Slide2.png ├── Slide3.png ├── Slide4.png ├── Slide5.png ├── Slide6.png ├── Slide7.png ├── Slide8.png └── Slide9.png /.github/PULL_REQUEST_TEMPLATE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/.github/PULL_REQUEST_TEMPLATE.md -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # mac 2 | .DS_Store 3 | 4 | # PyCharm 5 | .idea/ 6 | -------------------------------------------------------------------------------- /.gitmodules: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/.gitmodules -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /NOTICE.txt: -------------------------------------------------------------------------------- 1 | Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved. 2 | 3 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/README.md -------------------------------------------------------------------------------- /_config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/_config.yml -------------------------------------------------------------------------------- /cfn-bootstrap/LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/cfn-bootstrap/LICENSE.txt -------------------------------------------------------------------------------- /cfn-bootstrap/NOTICE.txt: -------------------------------------------------------------------------------- 1 | Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved. 2 | 3 | -------------------------------------------------------------------------------- /cfn-bootstrap/dl_cfn_setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/cfn-bootstrap/dl_cfn_setup.py -------------------------------------------------------------------------------- /cfn-bootstrap/dl_cfn_setup_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/cfn-bootstrap/dl_cfn_setup_v2.py -------------------------------------------------------------------------------- /cfn-lambda_function/LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/cfn-lambda_function/LICENSE.txt -------------------------------------------------------------------------------- /cfn-lambda_function/NOTICE.txt: -------------------------------------------------------------------------------- 1 | Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved. 2 | 3 | -------------------------------------------------------------------------------- /cfn-lambda_function/dl_cfn_setup_lambda.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/cfn-lambda_function/dl_cfn_setup_lambda.zip -------------------------------------------------------------------------------- /cfn-lambda_function/lambda_function.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/cfn-lambda_function/lambda_function.py -------------------------------------------------------------------------------- /cfn-lambda_function/template.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/cfn-lambda_function/template.yaml -------------------------------------------------------------------------------- /cfn-template/LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/cfn-template/LICENSE.txt -------------------------------------------------------------------------------- /cfn-template/NOTICE.txt: -------------------------------------------------------------------------------- 1 | Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved. 2 | 3 | -------------------------------------------------------------------------------- /cfn-template/StackSetup.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/cfn-template/StackSetup.md -------------------------------------------------------------------------------- /cfn-template/deeplearning.template: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/cfn-template/deeplearning.template -------------------------------------------------------------------------------- /examples/distributed-tensorflow/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/examples/distributed-tensorflow/README.md -------------------------------------------------------------------------------- /examples/distributed-tensorflow/mask-rcnn-cfn.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/examples/distributed-tensorflow/mask-rcnn-cfn.yaml -------------------------------------------------------------------------------- /examples/distributed-tensorflow/mask-rcnn-stack.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/examples/distributed-tensorflow/mask-rcnn-stack.sh -------------------------------------------------------------------------------- /examples/distributed-tensorflow/prepare-s3-bucket.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/examples/distributed-tensorflow/prepare-s3-bucket.sh -------------------------------------------------------------------------------- /examples/distributed-tensorflow/private-mask-rcnn-cfn.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/examples/distributed-tensorflow/private-mask-rcnn-cfn.yaml -------------------------------------------------------------------------------- /examples/distributed-tensorflow/private-mask-rcnn-stack.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/examples/distributed-tensorflow/private-mask-rcnn-stack.sh -------------------------------------------------------------------------------- /examples/distributed-tensorflow/run.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/examples/distributed-tensorflow/run.sh -------------------------------------------------------------------------------- /examples/distributed-tensorflow/setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/examples/distributed-tensorflow/setup.sh -------------------------------------------------------------------------------- /examples/tensorflow/LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/examples/tensorflow/LICENSE -------------------------------------------------------------------------------- /examples/tensorflow/cifar10_multi_machine_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/examples/tensorflow/cifar10_multi_machine_train.py -------------------------------------------------------------------------------- /examples/tensorflow/generate_trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/examples/tensorflow/generate_trainer.py -------------------------------------------------------------------------------- /images/Slide0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/images/Slide0.png -------------------------------------------------------------------------------- /images/Slide1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/images/Slide1.png -------------------------------------------------------------------------------- /images/Slide10.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/images/Slide10.png -------------------------------------------------------------------------------- /images/Slide11.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/images/Slide11.png -------------------------------------------------------------------------------- /images/Slide2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/images/Slide2.png -------------------------------------------------------------------------------- /images/Slide3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/images/Slide3.png -------------------------------------------------------------------------------- /images/Slide4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/images/Slide4.png -------------------------------------------------------------------------------- /images/Slide5.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/images/Slide5.png -------------------------------------------------------------------------------- /images/Slide6.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/images/Slide6.png -------------------------------------------------------------------------------- /images/Slide7.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/images/Slide7.png -------------------------------------------------------------------------------- /images/Slide8.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/images/Slide8.png -------------------------------------------------------------------------------- /images/Slide9.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/awslabs/deeplearning-cfn/HEAD/images/Slide9.png --------------------------------------------------------------------------------