doc: update links to the local mode notebooks examples. (#1267)

Co-authored-by: Karim Nakad <[email protected]>
Co-authored-by: Lauren Yu <[email protected]>

Author: 3 people

doc/overview.rst

@@ -818,8 +818,10 @@ Here is an end-to-end example:
 
 For detailed examples of running Docker in local mode, see:
 
-- `TensorFlow local mode example notebook <https://github.com/awslabs/amazon-sagemaker-examples/blob/master/sagemaker-python-sdk/tensorflow_distributed_mnist/tensorflow_local_mode_mnist.ipynb>`__.
-- `MXNet local mode example notebook <https://github.com/awslabs/amazon-sagemaker-examples/blob/master/sagemaker-python-sdk/mxnet_gluon_mnist/mnist_with_gluon_local_mode.ipynb>`__.
+- `TensorFlow local mode example notebook <https://github.com/awslabs/amazon-sagemaker-examples/blob/master/sagemaker-python-sdk/tensorflow_script_mode_using_shell_commands/tensorflow_script_mode_using_shell_commands.ipynb>`__.
+- `MXNet local mode CPU example notebook <https://github.com/awslabs/amazon-sagemaker-examples/blob/master/sagemaker-python-sdk/mxnet_gluon_mnist/mxnet_mnist_with_gluon_local_mode.ipynb>`__.
+- `MXNet local mode GPU example notebook <https://github.com/awslabs/amazon-sagemaker-examples/blob/master/sagemaker-python-sdk/mxnet_gluon_cifar10/mxnet_cifar10_local_mode.ipynb>`__.
+- `PyTorch local mode example notebook <https://github.com/awslabs/amazon-sagemaker-examples/blob/master/sagemaker-python-sdk/pytorch_cnn_cifar10/pytorch_local_mode_cifar10.ipynb>`__.
 
 You can also find these notebooks in the **SageMaker Python SDK** section of the **SageMaker Examples** section in a notebook instance.
 For information about using sample notebooks in a SageMaker notebook instance, see `Use Example Notebooks <https://docs.aws.amazon.com/sagemaker/latest/dg/howitworks-nbexamples.html>`__