Version History
===============
version 2.0
~~~~~~~~~~~

+ Add Dashboard to provide insightful visualizations to help users track experiment progress, analyze and contrast jobs, experiments, and optimization approaches
+ Add Compressor - a model compression tool that helps reduce memory complexity and inference time of neural networks
+ Add 4 early stopping strategies to improve the efficiency of HPO experiments
+ Add feature to track intermediate results of both HPO and compression experiments
+ Add feature to save the best model with the best hyperparameter combination
+ Add feature to track multiple results returned from the HPO experiment
+ Refactor documentation
+ Minor bug fixes

+ :download:`Auptimizer 2.0 wheel python2 or python3 <archive/Auptimizer-2.0-py2.py3-none-any.whl>`

version 1.4
~~~~~~~~~~~~

+ Add Converter to convert models in various formats into TensorFlow Lite or ONNX
+ Add feature to enhance SSH connection robustness: re-establish SSH connection upon connection failure
+ Add feature to enhance experiment robustness: retry failed jobs and resume experiment from job failure
+ Refactor documentation
+ Minor bug fixes

+ :download:`Auptimizer 1.4 wheel python2 or python3 <archive/Auptimizer-1.4-py2.py3-none-any.whl>`

version 1.3
~~~~~~~~~~~~

+ Add Profiler for profiling model scripts

+ :download:`Auptimizer 1.3 wheel python2 <archive/Auptimizer-1.3-py2-none-any.whl>`
+ :download:`Auptimizer 1.3 wheel python3 <archive/Auptimizer-1.3-py3-none-any.whl>`

version 1.2
~~~~~~~~~~~

+ Add BOHB proposer
+ Add decorator to simplify the experiment setup
+ Minor changes and bug fixes

+ :download:`Auptimizer 1.2 wheel python2 <archive/Auptimizer-1.2-py2-none-any.whl>`
+ :download:`Auptimizer 1.2 wheel python3 <archive/Auptimizer-1.2-py3-none-any.whl>`

version 1.1
~~~~~~~~~~~~~~

+ Add R interface.
+ Minor changes and bug fixes.

+ :download:`Auptimizer 1.1 wheel python2 <archive/Auptimizer-1.1-py2-none-any.whl>`
+ :download:`Auptimizer 1.1 wheel python3 <archive/Auptimizer-1.1-py3-none-any.whl>`


version 1.0
~~~~~~~~~~~~~~

Release to Github

+ :download:`Auptimizer 1.0 wheel python2 <archive/Auptimizer-1.0-py2-none-any.whl>`
+ :download:`Auptimizer 1.0 wheel python3 <archive/Auptimizer-1.0-py3-none-any.whl>`