v1.4.0
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Feature enhancement:
- Support TensorFlow and Mindpore distributed training in the search phase.
- The classification and detection joint training with same backend.
- Dynamically setting transformers.
- Added tools such as vega-process and vega-progress.
- New trainer ScriptRunner that directly invoke user scripts during the HPO process.
- The BO of the BOHB can use HEBO.
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New algorithm:
- PBT:Population Based Training of Neural Networks
- Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation