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sagemaker container images

Use Prebuilt SageMaker Docker images - Amazon SageMaker
https://docs.aws.amazon.com/sagemaker/latest/dg/docker-containers...
Amazon SageMaker provides containers for its built-in algorithms and prebuilt Docker images for some of the most common machine learning frameworks, such as Apache MXNet, TensorFlow, PyTorch, and Chainer. It also supports machine learning libraries such as …
aws/sagemaker-containers: WARNING - GitHub
https://github.com › aws › sagema...
SageMaker Containers gives you tools to create SageMaker-compatible Docker containers, and has additional tools for letting you create Frameworks (SageMaker- ...
Building your own algorithm container - Amazon SageMaker ...
https://sagemaker-examples.readthedocs.io › ...
Docker uses a simple file called a Dockerfile to specify how the image is assembled. We'll see an example of that below. You can build your Docker images ...
Inference Container Images - Amazon SageMaker
https://docs.aws.amazon.com/sagemaker/latest/dg/neo-deployment-hosting...
23 rader · Based on your use case, replace the highlighted portion in the inference image URI …
Train and host custom-built Scikit-Learn model container in ...
https://www.1cloudhub.com › train...
Sagemaker uses docker containers for training and deploying machine learning algorithms to provide a consistent experience by packaging all the code and run ...
Prebuilt SageMaker Docker Images for Deep Learning ...
https://docs.aws.amazon.com/sagemaker/latest/dg/pre-built-containers...
SageMaker provides prebuilt Docker images that include deep learning framework libraries and other dependencies needed for training and inference. For a complete list of the available pre-built Docker images, see Deep Learning Containers Images.
Prebuilt SageMaker Docker Images for Deep Learning - AWS ...
https://docs.aws.amazon.com › latest
SageMaker provides prebuilt Docker images that include deep learning framework libraries and other dependencies needed for training and inference.
Using Docker containers with SageMaker - Amazon SageMaker
https://docs.aws.amazon.com/sagemaker/latest/dg/docker-containers.html
Amazon SageMaker makes extensive use of Docker containers for build and runtime tasks. SageMaker provides prebuilt Docker images for its built-in algorithms and the supported deep learning frameworks used for training and inference. Using containers, you can train machine learning algorithms and deploy models quickly and reliably at any scale.
Lab 3. Bring your own model - Amazon SageMaker Immersion ...
https://catalog.us-east-1.prod.workshops.aws › ...
SageMaker provides containers for its built-in algorithms and prebuilt Docker images for some of the most common machine learning frameworks, such as Apache ...
Deploy Custom Deep Learning based Algorithm Docker ...
https://towardsdatascience.com › d...
Sagemaker provides 2 options wherein the first option is to use ... You can build your Docker images based on Docker images built by ...
Overview of containers for Amazon SageMaker
https://sagemaker-workshop.com › ...
SageMaker makes extensive use of Docker containers to allow users to train and deploy algorithms. Containers allow developers and data scientists to package ...