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Version 1.7 |
ClearML SDK 1.7.0
New Features and Improvements
- ClearML Data: Support providing list of links
- Upload artifacts with a custom serializer ClearML GitHub issue #689
- Allow user to specify extension when using custom serializer functions (for artifacts)
- Skip server URL verification in
clearml-init
wizard process - When calling
Dataset.get()
without "alias" field, tell user that he can use alias to log it in the UI - Add support for mmcv for logging models
- Add support for Azure and GCP storage in
task.setup_upload()
- Support pipeline retrying tasks which are failing on suspected non-stable failures
- Better storage (AWS, GCP) internal load balancing and configurations
- Add
Task.register_abort_callback
Bug Fixes
- Allow getting datasets with non-semantic versioning ClearML GitHub issue #776
- Fix interactive plots (instead of a generated png)
- Fix Python 2.7 support
- Fix clearml datasets
list
functionality - Fix
Dataset.init
to not modify task (toDataset.create
) - Fix failure with large files upload on HTTPS
- Fix 3d plots with plt shows 2d plot on task results page
- Fix uploading files with project's
default_upload_destination
ClearML GitHub issue #734 - Fix broken Matplotlib reporting - using logarithmic scale breaks reporting
- Fix wildcard support in
clearml-data
CLI - Fix
report_histogram
- does not show "horizontal" orientation ClearML GitHub issue 699 - Fix table reporting - when using
logger.report_table(title, series, iteration, etc)
, theseries
arg does not appear in UI ClearML GitHub issue 684 - Fix artifacts (and models) use task's original name and not new name
- Fix very long filenames from s3 can't be downloaded (with
get_local_copy()
) - Fix overwrite of existing output models on pipeline task with
monitor_models
ClearML GitHub issue #758