Changelog
[0.10.1 - 2023-11-25]
New Features
- Added YOLOv7w6 Pose Estimation Model #173
- Added
serve subcommand to open REST server #182
Improvements
- Detailed explanation about
with_scaling argument #171
- Added Jupyter Notebook examples #167
- Use new furiosa-compiler CLI #174
- Use IR version instead of compiler version when probing ENF files #174
- Unify postprocess signatures #180
- Use Typer CLI library instead of argparse #181
Removed
- furiosa-libcompiler APT package dependency #174
Bug fixes
[0.10.0 - 2023-08-28]
New Features
- Provide 1pe artifacts too #158
Improvements
- Resolve artifact binaries lazily #155
- Added
ruff linter #160
- Automatically build documentation on comment #162
- Upgrade
pydantic library version to 2.0.0 #166
- Added
model.resolve_all() to resolve all lazily loaded fields at once #166
- Added local artifact binary cache #166
Removed
- Removed unused
timm dependency #149
- Breaking: Now uses default Python initializer instead of
model.load() #166
- Breaking:
model.enf field has been removed #166
- Breaking:
model.source, model.calib_yaml fields have been renamed #166
[0.9.1 - 2023-05-26]
[0.9.0 - 2023-05-12]
New Features
- Add EfficientNetB0 model #121
- Add EfficientNetV2-S model #130
- Set default target as Warboy's production revision (B0) #125
- Provide calibration ranges for every model #144
Improvements
- Removed
Quantize external operators #144
- Detailed error messages for model file fetching #144
- ENF generator can do the jobs parallelly #144
- Removed furiosa.registry dependency #144
- Faster import for furiosa.models #117
- Replace yolov5's box decode implementation in Rust #109
- Remove Cpp postprocessor implementations #102
- Change packaging tool from setuptools-rust to flit #109
Removed
- Truncated models and corresponding postprocesses #144
- Breaking: drop support of directly passing Model to session.create() #144
Tasks
- Release guide for developers #129
- Report regression test's result with PR comment #110
Bug Fixes
- Fix CLI to properly report net inference time #112
- Update certain model sources with valid onnx #120
[0.8.0 - 2022-11-10]
New Features
- Add ResNet50 model
- Add SSD ResNet34 model
- Add SSD MobileNet model
- Add YOLOv5l model
- Add YOLOv5m model
Improvements
- Add native postprocessing implementation for ResNet50 #42
- Add native postprocessing implementation for SSD ResNet34 #45
- Add native postprocessing implementation for SSD MobileNet #16
- Refactor Model API to use classmethods to load models #66
- Make Model Zoo's ABC Model #78
- Retain only necessary python dependencies #81
- Improve enf_generator.sh and add enf, dfg models for e2e tests #33
- Add mkdocstrings to make API references #22
Tasks
- Regresstion Test #61
- Attach Tekton CI #41
- Yolov5 L/M e2e testing code #22
- Change the documentation layout and add resnet34, resnet50, mobilenet details #33
- Replace maturin with setuptools-rust #26
Bug Fixes