SageMaker Notebook Instance - Lifecycle configuration - New Conda Environment

on-start.sh

#!/bin/bash

set -e

sudo -u ec2-user -i <<'EOF'

ENVIRONMENT=python38
VERSION=3.8

conda create -y -n "$ENVIRONMENT" python="$VERSION" tensorflow-gpu numpy opencv pandas pyyaml

conda activate "$ENVIRONMENT"

pip install ipykernel

python -m ipykernel install --name "$ENVIRONMENT" --display-name "$ENVIRONMENT" --user

conda deactivate

EOF