clearml-docs/docs/release_notes/sdk/open_source/ver_0_12.md

title
Version 0.12

:::important Trains is now ClearML. :::

Trains 0.12.2

Features and Bug Fixes

• Add default_output_uri feature (GitHub Issue #57).
• Improve trains-init configuration wizard.
• Improve argparser binding.
• Fix artifact support in data pipeline (GitHub Issue #63).
• Fix threading issue while querying multiple experiments (GitHub Issue #64).
• Fix uploading large files over slow HTTP connections.
• Fix support for Git versions < 2.

:::info Breaking Changes Do not reuse an experiment with artifacts. :::

Trains 0.12.1

Features and Bug Fixes

• Add Task.connect_configuration, connect configuration file (or configuration dictionary including nesting support).
• Add Task.connect_label_enumeration, store model detection classes together with the model and experiment.
• Edit and override configuration file (or dictionary) content when executing with trains-agent.
• Task.connect automatically supports nested dictionaries (e.g. param / nested / key), including overriding values when running with trains-agent.
• Add Artifact.get, download and load an artifact.
• Add Task.get_tasks, retrieve previous experiments, get metrics, rename, and other uses.
• Improve Windows support.
• Improve Minio support.
• Fix Python2 support.
• Fix Issue (GitHub Issue #56).

Trains 0.12.0

Features and Bug Fixes

• TRAINS Agent support (Full DevOps support).
• Add automation and orchestration (examples/automation). Supports TRAINS-server v0.12 or above.
• Add Logger x/y/z axis title for: report_surface / report_confusion_matrix / report_scatter3d / report_scatter2d / report_histogram.
• Add support for TensorFlow 2.0.
• Embed pyhocon into package.
• Fix artifacts support on Windows.
• Fix example code Windows support.