Polyaxon v1.18: New Tensorboard component and initializer
You can now start Tensorboard using the experiment names instead of the experiment uuids
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Polyaxon v1.18: Improve CLI with rich interface
We recently worked on an effort to improve the visual experience our CLI
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Polyaxon v1.18: Support for annotations and env vars in connections schema
You can now define annotations and environment variables in your connections' schema
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Polyaxon v1.18: Improved query language
Users can now filter by connections and artifacts
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Polyaxon v1.18: Admin command to force clean operations
Admin users with access to kubectl can now force kill operations in a namespace
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Polyaxon v1.17: Pulling & Pushing runs
Users can now package and pull runs to local paths or push runs from local paths to a Polyaxon deployment
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Polyaxon v1.16: Inspecting chart data
Using the line chart widget you can now inspect the underlying data as an interactive table.
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Polyaxon v1.16: Transferring runs, models, components, & artifacts
Users can now transfer runs, models, components, & artifacts from one project to another to reorganize their workspaces
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Polyaxon v1.16: Progress tracking
Users can now log the progress of their runs and have a progress bar in the UI to get a quick overview of their runs.
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Polyaxon v1.16: CLI Operation shell & inspection
Improved inspection and monitoring capabilities and Container Shell debugging capabilities in the CLI.
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Polyaxon v1.16: Automatic CSV/TSV/Dataframes/... rendering
Polyaxon UI can now render CSV/TSV/Dataframes/... automatically as a table
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Polyaxon v1.15: Global Search & Recently Viewed
Users can search organizations they belong to and project they have access and access recently viewed items.
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Polyaxon v1.14: Component Latest Runs
Users can quickly search by a specific component and see recent runs for a specific component.
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Polyaxon v1.13: Billing & Read Only Seats
Organization's owners and managers can now invite read-only seats and billing seats to their organization.
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Polyaxon v1.13: Service Accounts
Organization's owners and managers can create service accounts to issue tokens for CI/CD/CT services.
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Polyaxon v1.13: Experiments Table Heatmap
How to turn the runs table into a heatmap using the new heat field feature.
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Polyaxon v1.13: Queues saturation
The queues table shows now a saturation bar for queues with quotas or concurrency limits and stats about the runs assigned to each queue.
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Polyaxon v1.13: Integration with HuggingFace
A new logger for the HuggingFace transformer library.
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Polyaxon v1.13: Easy hyperparameter tuning from CLI
Users can now use the cli to pass hyperparaeter directlu from the CI without creating a YAML file.
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Polyaxon v1.12: Runs comparison, Diff mode, Filtering for/out values in the runs table, Tags management, Backfill, and many more
Polyaxon v1.12 release of our MLOps platform builds on top of the previous version and brings new features and improvements to the specification and dashboard experience.
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Polyaxon v1.12: Models and Artifacts initializers
Improved init section with support for promoted models and artifacts.
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Polyaxon v1.12: Date and Datetime Hyperparam Generators & Backfills
New hyperparam generators for dates and datetimes and Backfill scheduling strategy.
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Polyaxon v1.12: Inputs/Outpts/Param to Env Vars
A new feature for IO and Params sectiosn to turn parameters to environment variables `toEnv`.
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Polyaxon v1.12: Transfer Runs
Managing cross project runs and moving runs from one project to another to re-organize or refactor previous work.
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