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8 changes: 4 additions & 4 deletions doc/amazon_sagemaker_operators_for_kubernetes.rst
Original file line number Diff line number Diff line change
Expand Up @@ -589,7 +589,7 @@ Download the sample YAML file for training using the following command:

::

wget https://github.com/aws/amazon-sagemaker-operator-for-k8s/blob/master/samples/xgboost-mnist-trainingjob.yaml
wget https://raw.githubusercontent.com/aws/amazon-sagemaker-operator-for-k8s/master/samples/xgboost-mnist-trainingjob.yaml

Edit the ``xgboost-mnist-trainingjob.yaml`` file to replace the ``roleArn`` parameter with your ``<sagemaker-execution-role>``, and ``outputPath`` with your S3 bucket that the Amazon SageMaker
execution role has write access to. The ``roleArn`` must have permissions so that Amazon SageMaker
Expand Down Expand Up @@ -884,7 +884,7 @@ the following command:

::

wget https://github.com/aws/amazon-sagemaker-operator-for-k8s/blob/master/samples/xgboost-mnist-hpo.yaml
wget https://raw.githubusercontent.com/aws/amazon-sagemaker-operator-for-k8s/master/samples/xgboost-mnist-hpo.yaml

Edit the \ ``xgboost-mnist-hpo.yaml`` file to replace
the \ ``roleArn`` parameter with your <sagemaker-execution-role>. For
Expand Down Expand Up @@ -1260,7 +1260,7 @@ following command:

::

wget https://github.com/aws/amazon-sagemaker-operator-for-k8s/blob/master/samples/xgboost-mnist-batchtransform.yaml
wget https://raw.githubusercontent.com/aws/amazon-sagemaker-operator-for-k8s/master/samples/xgboost-mnist-batchtransform.yaml

Edit the file \ ``xgboost-mnist-batchtransform.yaml`` to change
necessary parameters to replace the \ ``inputdataconfig`` with your
Expand Down Expand Up @@ -1495,7 +1495,7 @@ following command:

::

wget https://github.com/aws/amazon-sagemaker-operator-for-k8s/blob/master/samples/xgboost-mnist-hostingdeployment.yaml
wget https://raw.githubusercontent.com/aws/amazon-sagemaker-operator-for-k8s/master/samples/xgboost-mnist-hostingdeployment.yaml

The ``xgboost-mnist-hostingdeployment.yaml`` file has the following components that can be edited as required:

Expand Down