Releases: penguinmenac3/leanai
Releases · penguinmenac3/leanai
V2.3.0-fix
Updated version number in setup.
Changelog see Release 2.3.0.
V2.3.0
- Datasets
- Added sample_tokens to kitti and nuscenes implementations
- Added 2d boxes to nuScenes (generated from 3D boxes)
- Bugfix: NuImages can now load images and 2d boxes (semseg still untested)
- Model
- Names in sequential layers can be named using kwargs
- Added a parallel layer
- Bugfix: Some convolution parameters were unsupported
- Core
- Filelog level can be specified
V2.2.0
- Datasets
- Renamed
transformers
totransforms
in the datapipeline to avoid confusion withTransformers
a component of neural networks originally used in NLP. - Refactoring/renaming of datasets
- Added NuScenes and KITTI Dataset implementations.
- Added a MultiDataset to allow merging datasets.
- Renamed
- Core
- Improved Logging
- Added a capture method for tensors, so that getting tensors from within a model is possible.
- Removed Module and Loss Registry, as the DictLike fills that already and is much easier (to maintain).
- Bugfixes
Version 2.1.0
Changes:
- Losses no longer need parent argument in init. (Automatically taken care of via global variable, as only a logger was required from that.)
- Experiment requires DictLike, to reduce complexity.
Version 2.0.0
Changes:
- Significant rework of the experiment API.
- Inheriting only required for very complex cases.
- Most cases can just call the
__init__
andrun_training
/run_inference
.
- No more CLI tools, they were pretty useless anyways.
- You can just create your own main
- Or use a jupyter notebook
V1.1.5
- Added mode to experiment initializer to allow for different initializations in inference or testing.
- Minor bugfixes.
Version 1.1.4
- Support for indexed tensors
- Indexed tensors for object detection
- Batchsize > 1 FasterRCNN Demo
- Added manifest to include jsons in distributable
Version 1.1.3
leanai_remote --host=localhost does not use ssh anymore.
Version 1.1.2
- Added drawing of graph and printing summary at beginning of training
- Added missing layers and fixed bugs in existing ones
- Removed redundant vgg16bn implementation
- Improved debugging for json defined models
Version 1.1.1
Allowed parsers to be getters.