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Amazon SageMaker
You can use Neptune to track runs that you made on Amazon SageMaker. To set this up, perform the following steps:
1. Register to AWS
2. Create Lifecycle configuration
1) Go to SageMaker Lifecycle configurations and click Create configuration.
You can choose whatever name you want – just make sure to remember it.
2) Modify the Create Notebook script to run it only once at the creation of your SageMaker Notebook instance.
3) Copy and paste the script below to your Create Notebook tab.
In the PARAMETERS section, choose in which environments you want to install neptune-client.
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#!/bin/bash
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​
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set -e
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​
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sudo -u ec2-user -i <<'EOF'
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​
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# PARAMETERS
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ENVS=(
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python3
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pytorch_p36
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)
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​
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# Install Neptune client library
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for env in $ENVS; do
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source /home/ec2-user/anaconda3/bin/activate $env
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pip install neptune-client
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source /home/ec2-user/anaconda3/bin/deactivate
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done
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​
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# Install jupyter extension
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source /home/ec2-user/anaconda3/bin/activate JupyterSystemEnv
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pip install neptune-notebooks
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jupyter nbextension enable --py neptune-notebooks --sys-prefix
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jupyter labextension install neptune-notebooks
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source /home/ec2-user/anaconda3/bin/deactivate
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EOF
Copied!
3. Create a Notebook instance
1) Go to SageMaker Notebook instances and click Create notebook instance.
2) Type in an instance name and click Additional configuration to add the lifecycle configuration you have just created.
3) Click Create notebook instance at the bottom to start your instance.
4. Start Notebook
If everything went well, your Amazon SageMaker instance should have InService status, and you can open a Jupyter Notebook or JupyterLab with Neptune Notebook versioning enabled.
5. Success
You can now version your Notebooks and track runs in Amazon SageMaker with Neptune!
Last modified 1yr ago
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