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neuralmagic/sparseml

neuralmagic / sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

PyTorch Keras sparsification-recipes Tensorflow smaller-models deep-learning-library 深度学习 deep-learning-models automl sparsity sparsification pruning computer-vision-algorithms object-detection image-classification 自然语言处理 onnx transfer-learning

Python

2125

152

9 个月前

neuralmagic / sparsezoo

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

smaller-models 深度学习 deep-learning-models 机器视觉自然语言处理 pruning transfer-learning quantization resnet mobilenet yolo pretrained-models

Python

382

26

9 个月前

neuralmagic / sparsify

ML model optimization product to accelerate inference.

smaller-models quantization pruning 机器视觉 image-classification object-detection PyTorch Tensorflow Keras automl onnx

Python

326

30

1 年前