v1.0
版本发布时间: 2020-10-30 23:24:44
intel/neural-compressor最新发布版本:v2.6(2024-06-14 21:55:11)
Intel® Low Precision Optimization Tool v1.0 release is featured by:
- Refined user facing APIs for best OOB.
- Add TPE tuning strategies (Experimental).
- Pruning POC support on PyTorch
- TensorBoard POC support for tuning analysis.
- Built-in INT8/Dummy dataloader Support.
- Built-in Benchmarking support.
- Tuning history for strategy finetune.
- Support TF Keras and checkpoint model type as input.
Validated Configurations:
- Python 3.6 & 3.7
- Centos 7
- Intel TensorFlow 1.15.2, 2.1.0, 2.2.0, 2.3.0 and 1.15UP1
- PyTorch 1.5.0+cpu
- MxNet 1.7.0
Distribution:
| Channel | Links | Install Command | |
|---|---|---|---|
| Source | Github | https://github.com/intel/lp-opt-tool.git | $ git clone https://github.com/intel/lp-opt-tool.git |
| Binary | Pip | https://pypi.org/project/ilit | $ pip install ilit |
| Binary | Conda | https://anaconda.org/intel/ilit | $ conda install ilit -c intel |
Contact:
Please feel free to contact ilit.maintainers@intel.com, if you get any questions.