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GitHub / IntelLabs / distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/IntelLabs%2Fdistiller
Stars: 4,310
Forks: 797
Open Issues: 65
License: apache-2.0
Language: Jupyter Notebook
Repo Size: 40.5 MB
Dependencies:
30
Created: about 6 years ago
Updated: 11 days ago
Last pushed: about 1 year ago
Last synced: 9 days ago
Topics: automl-for-compression, deep-neural-networks, distillation, early-exit, group-lasso, jupyter-notebook, network-compression, onnx, pruning, pruning-structures, pytorch, quantization, regularization, truncated-svd
Files
Dependencies
- sacrebleu ==1.2.10
- bqplot ==0.11.5
- gitpython ==3.1.0
- graphviz ==0.10.1
- gym ==0.12.5
- ipywidgets ==7.4.2
- jupyter >=1.0.0
- matplotlib *
- numpy >=1.16
- pandas >=0.22.0
- pretrainedmodels ==0.7.4
- pydot ==1.4.1
- pytest *
- pyyaml *
- qgrid ==1.1.1
- scikit-learn ==0.21.2
- scipy >=1.3.0
- tabulate ==0.8.3
- tensorboardx *
- torch ==1.3.1
- torchnet ==0.0.4
- torchvision ==0.4.2
- tqdm ==4.33.0
- xlsxwriter >=1.2.2