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pytorch-ecosystem

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torchdistill

yoshitomo-matsubara /torchdistill

A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

nlp natural-language-processing text-classification glue pytorch transformer imagenet image-classification coco object-detection semantic-segmentation knowledge-distillation cifar10 pascal-voc cifar100 google-colab colab-notebook amazon-sagemaker-lab pytorch-ecosystem

UpdatedAug 29, 2025
Python

yihong1120 /YOLOv8-qat

Quantization Aware Training

benchmarking computer-vision deep-learning image-processing cnn pytorch performance-metrics gpu-acceleration object-detection transfer-learning model-evaluation model-comparison coco-dataset model-weights dataset-preparation quantization-aware-training yolov8 training-and-testing pytorch-ecosystem deep-learning-frameworks

UpdatedJan 13, 2024
Python

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