9/13/2023 0 Comments Upload files to ssh![]() Automated Install Manual Install Manual Install (No IAM Users) Saturn Cloud Architecture Componentsĭata Connections Custom VPCs Encrypting Kubernetes Secrets IAM Roles for Users and Groups No Internet Access High Security Installations.Resources Won't Start R Studio won't load IP Allow Lists NVCC OpenCV (Python) PyTorch (Python) RAPIDS (Python) Streamlit (Python) TensorFlow (Python) Dask Dashboard Troubleshooting and Optimizing Dask Resources Troubleshooting Dask GroupBy.Add and Remove Users Groups Active Resources Dashboard Usage Reports Embed Workspaces Outside of Saturn Cloud. ![]() Deploying Models, Dashboards, and APIs Deploying Jobs.saturnbase-julia saturnbase-julia-gpu-11.3 saturnbase-python saturnbase-python-gpu-11.2 saturnbase-r saturnbase-r-bioconductor saturnbase-r-gpu-11.1.saturn-julia saturn-julia-gpu saturn-python saturn-python-pytorch saturn-python-rapids saturn-python-tensorflow saturn-r saturn-r-bioconductor saturn-r-tensorflow saturn-r-torch.Create an API with Genie Create a Dashboard with Dash.Create a Job Using R Create an API with Plumber Create a Dashboard with Shiny.The R future Package Using the furrr Package Using the targets Package.Train a TensorFlow model with a GPU in R.Train a TensorFlow Model (GPU) Train a TensorFlow Model (Multi-GPU).Run a Prefect Cloud Data Pipeline on a Single Machine Run a Prefect Cloud Data Pipeline on a Dask Cluster Run a Prefect Cloud Data Pipeline with access to a Dask Cluster.Create a Job Create an API with FastAPI Create an API with Flask Create a Dashboard with Panel Create a Dashboard with Voila Create a Dashboard with Dash Create a Dashboard with Streamlit.Use Bodo.ai and iPyParallel in a Jupyter Notebook Use Bodo.ai and mpiexec on a Python Script.Weights & Biases Weights & Biases (with Dask Cluster).Train a PyTorch model with a GPU on Saturn Cloud Training Many PyTorch Models Concurrently with Dask Training a PyTorch Model across a Dask Cluster.Use RAPIDS on a Single GPU Use RAPIDS on a GPU Cluster.Load Data From Your Local File System Load Data From S3 Buckets Load Data From Snowflake Load Data from Kaggle.Connect to Dask from Outside Saturn Cloud Connect to Dask from Azure Connect to Dask from SageMaker Connect to Dask from Google Colab.Create Custom Images Create Docker Images with Conda and Poetry Import Existing Docker Images.Jupyter Servers R Servers Deployments Jobs Prefect Cloud FlowsĬonnect to Data Git Repositories Install Packages and Software Dask Clusters Environment Variables Secrets SSH Connections Auto-Shutoff Shared Folders.Motivation Resources in Saturn Cloud API and Recipes Libraries, dependencies and Docker images in Saturn Cloud Scalability Collaboration and Teams IT Teams and Security MLOps.
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