11============================== (Pending) Release Notes: v0.98 ==============================
22Support for new training algorithms:
3- - Hyperparameter exploration with Adam optimizers
4- - LTFB can perform inter-trainer communication via checkpoint files
3+ - Hyperparameter exploration with Adam optimizers
4+ - LTFB can perform inter-trainer communication via checkpoint files
55
66Support for new network structures:
7+ - Wassertein autoencoder
78
89Support for new layers:
9- - Squared difference
10- - Tessellate
11- - Clamp
10+ - Squared difference
11+ - Tessellate
12+ - Clamp
1213
1314Performance optimizations:
15+ - Added support for node-local batch normalization
1416
1517Model portability & usability:
16- - Output dumping callback exports in CSV, TSV, .npy, or .npz formats
18+ - Added prototype Python front end for generating model prototext files
19+ that is inspired by PyTorch's interface
20+ - Created Python library of networks and modules used for prototext
21+ generation
22+ - Support for exporting and importing models in ONNX format
23+ - Output dumping callback exports in CSV, TSV, .npy, or .npz formats
24+ - Added dedicated inference front end
1725
1826Internal features:
19- - Expanded layer documentation
20- - Utility class for nicely formatted descriptions
27+ - Expanded layer documentation
28+ - Utility class for nicely formatted descriptions
29+ - Switched to using ReadTheDocs for documentation which uses a
30+ combination of doxygen, breathe, and sphinx
31+ - Provided distinction between trainer and model objects
32+ - Added a generic factory template
33+ - Refactored front-end functionality into library class
2134
2235I/O & data readers:
2336 - Overhauled the I/O system to use an independent background thread
@@ -35,8 +48,12 @@ I/O & data readers:
3548 Conduit data reader.
3649
3750Build system:
51+ - Support for using Spack environments feature when building
3852
3953Retired features:
54+ - Removed deprecated objective functions and target layer
55+ - Removed distributed I/O buffer layer it has been deprecated by the
56+ background I/O threads
4057
4158============================== Release Notes: v0.97.1 ==============================
4259Bug Fixes:
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