├── .gitignore ├── README.md ├── images └── logo_v1.jpeg ├── object_detection ├── README.md ├── coco_eval.py ├── requirements.txt ├── result │ ├── reetinanet_pruning_mAP.png │ └── val2017_bbox_results.json ├── train.py └── visualize.py └── research ├── [Week1] The Lottery Ticket Hypothesis.pdf ├── [Week2] LLM-Pruner.pdf └── [Week3] Pruning_Filter_in_Filter.pdf /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Pseudo-Lab/On-Device-AI_On-The-AIr/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Pseudo-Lab/On-Device-AI_On-The-AIr/HEAD/README.md -------------------------------------------------------------------------------- /images/logo_v1.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Pseudo-Lab/On-Device-AI_On-The-AIr/HEAD/images/logo_v1.jpeg -------------------------------------------------------------------------------- /object_detection/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Pseudo-Lab/On-Device-AI_On-The-AIr/HEAD/object_detection/README.md -------------------------------------------------------------------------------- /object_detection/coco_eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Pseudo-Lab/On-Device-AI_On-The-AIr/HEAD/object_detection/coco_eval.py -------------------------------------------------------------------------------- /object_detection/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Pseudo-Lab/On-Device-AI_On-The-AIr/HEAD/object_detection/requirements.txt -------------------------------------------------------------------------------- /object_detection/result/reetinanet_pruning_mAP.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Pseudo-Lab/On-Device-AI_On-The-AIr/HEAD/object_detection/result/reetinanet_pruning_mAP.png -------------------------------------------------------------------------------- /object_detection/result/val2017_bbox_results.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Pseudo-Lab/On-Device-AI_On-The-AIr/HEAD/object_detection/result/val2017_bbox_results.json -------------------------------------------------------------------------------- /object_detection/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Pseudo-Lab/On-Device-AI_On-The-AIr/HEAD/object_detection/train.py -------------------------------------------------------------------------------- /object_detection/visualize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Pseudo-Lab/On-Device-AI_On-The-AIr/HEAD/object_detection/visualize.py -------------------------------------------------------------------------------- /research/[Week1] The Lottery Ticket Hypothesis.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Pseudo-Lab/On-Device-AI_On-The-AIr/HEAD/research/[Week1] The Lottery Ticket Hypothesis.pdf -------------------------------------------------------------------------------- /research/[Week2] LLM-Pruner.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Pseudo-Lab/On-Device-AI_On-The-AIr/HEAD/research/[Week2] LLM-Pruner.pdf -------------------------------------------------------------------------------- /research/[Week3] Pruning_Filter_in_Filter.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Pseudo-Lab/On-Device-AI_On-The-AIr/HEAD/research/[Week3] Pruning_Filter_in_Filter.pdf --------------------------------------------------------------------------------