Executions

Introduction

• Introduction to Valohai executions
• Saved execution views
• Setting a custom status for executions
• Execution's environment variables
• Placeholder-based configuration
• Execution's configuration files

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Metrics and visualisations

• Introduction to metadata, metrics, and visualizations
• Collect metadata with Pytorch Lightning
• Real-time logging
• Visualizing a confusion matrix
• Save plots from executions
• Compare executions

Parameters

• Introduction to parameters
• How can I pass false values in flag parameters?
• Use parameter-parameter and metadata-parameter edges

Ecosystem Library

• Custom Library Steps
• Custom library steps: Docker image builder
• Valohai Ecosystem Connectors: GCP BigQuery
• Valohai Ecosystem Connectors: AWS Redshift
• Valohai Ecosystem Connectors: Snowflake

Debugging

• Attach a debugger (VSCode)
• Remote access (SSH)
• Attach a debugger (PyCharm)

FAQ

• Why local runs are not registered in Valohai?
• Can I add custom notes to an execution?
• Stop a job when certain metric thresholds are met
• Can I change the rounding level on the executions table?
• Error: Container suffered a sudden massive existence failure: ContainerState.Exited
• Why is my execution stuck in queued?

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