├── .gitignore ├── .npmignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── app ├── bin │ └── ml_serverless.ts ├── cdk.json ├── lib │ ├── base-resources.ts │ ├── batch-resources.ts │ ├── lambda-resources.ts │ └── ml_serverless-stack.ts ├── package.json └── tsconfig.json ├── install ├── cloud9_install.sh ├── cloud9_volume_resize.sh └── install.sh └── src ├── architecture.png ├── batch_image ├── Dockerfile └── inference.py └── lambda_fn ├── batch_jobs_submitter └── index.py ├── ecr_cleanup └── index.py └── realtime_inf ├── layers ├── create-layer.sh └── requirements.txt └── realtime_fn └── index.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/.gitignore -------------------------------------------------------------------------------- /.npmignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/.npmignore -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/README.md -------------------------------------------------------------------------------- /app/bin/ml_serverless.ts: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/app/bin/ml_serverless.ts -------------------------------------------------------------------------------- /app/cdk.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/app/cdk.json -------------------------------------------------------------------------------- /app/lib/base-resources.ts: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/app/lib/base-resources.ts -------------------------------------------------------------------------------- /app/lib/batch-resources.ts: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/app/lib/batch-resources.ts -------------------------------------------------------------------------------- /app/lib/lambda-resources.ts: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/app/lib/lambda-resources.ts -------------------------------------------------------------------------------- /app/lib/ml_serverless-stack.ts: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/app/lib/ml_serverless-stack.ts -------------------------------------------------------------------------------- /app/package.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/app/package.json -------------------------------------------------------------------------------- /app/tsconfig.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/app/tsconfig.json -------------------------------------------------------------------------------- /install/cloud9_install.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/install/cloud9_install.sh -------------------------------------------------------------------------------- /install/cloud9_volume_resize.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/install/cloud9_volume_resize.sh -------------------------------------------------------------------------------- /install/install.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/install/install.sh -------------------------------------------------------------------------------- /src/architecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/src/architecture.png -------------------------------------------------------------------------------- /src/batch_image/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/src/batch_image/Dockerfile -------------------------------------------------------------------------------- /src/batch_image/inference.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/src/batch_image/inference.py -------------------------------------------------------------------------------- /src/lambda_fn/batch_jobs_submitter/index.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/src/lambda_fn/batch_jobs_submitter/index.py -------------------------------------------------------------------------------- /src/lambda_fn/ecr_cleanup/index.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/src/lambda_fn/ecr_cleanup/index.py -------------------------------------------------------------------------------- /src/lambda_fn/realtime_inf/layers/create-layer.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/src/lambda_fn/realtime_inf/layers/create-layer.sh -------------------------------------------------------------------------------- /src/lambda_fn/realtime_inf/layers/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/src/lambda_fn/realtime_inf/layers/requirements.txt -------------------------------------------------------------------------------- /src/lambda_fn/realtime_inf/realtime_fn/index.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/aws-serverless-for-machine-learning-inference/HEAD/src/lambda_fn/realtime_inf/realtime_fn/index.py --------------------------------------------------------------------------------