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GitHub / yoshitomo-matsubara / head-network-distillation
[IEEE Access] "Head Network Distillation: Splitting Distilled Deep Neural Networks for Resource-constrained Edge Computing Systems" and [ACM MobiCom HotEdgeVideo 2019] "Distilled Split Deep Neural Networks for Edge-assisted Real-time Systems"
Stars: 27
Forks: 5
Open Issues: 0
License: None
Language: Jupyter Notebook
Repo Size: 3.96 MB
Dependencies:
22
Created: about 6 years ago
Updated: about 1 year ago
Last pushed: 12 months ago
Last synced: 12 months ago
Topics: image-classification, imagenet, knowledge-distillation, pytorch, split-computing
Files
Dependencies
- matplotlib *
- numpy *
- pillow *
- pyyaml *
- scikit-learn *
- scipy *
- torch ==1.4.0
- torchvision ==0.5.0
- cycler ==0.10.0
- joblib ==0.14.1
- kiwisolver ==1.1.0
- matplotlib ==3.2.1
- numpy ==1.18.2
- pillow ==7.0.0
- pyparsing ==2.4.6
- python-dateutil ==2.8.1
- pyyaml ==5.3.1
- scikit-learn ==0.22.2.post1
- scipy ==1.4.1
- six ==1.14.0
- torch ==1.4.0
- torchvision ==0.5.0