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149

2.1k

apache-2.0

50

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

nlp onnx keras automl pruning pytorch sparsity tensorflow smaller-models sparsification object-detection transfer-learning pruning-algorithms deep-learning-models image-classification deep-learning-library sparsification-recipes deep-learning-algorithms computer-vision-algorithms

Created 2020-12-11

1,826 commits to main branch, last one 6 months ago

26

377

apache-2.0

26

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

nlp yolo resnet pruning mobilenet quantization smaller-models computer-vision models-optimized pretrained-models transfer-learning deep-learning-models sparsification-recipe object-detection-model sparse-quantized-models deep-learning-algorithms

Created 2020-12-11

301 commits to main branch, last one 6 months ago

30

322

apache-2.0

27

ML model optimization product to accelerate inference.

onnx keras automl pruning pytorch sparsify tensorflow quantization smaller-models computer-vision object-detection image-classification inference-performance sparsification-recipe deep-learning-accelerator

Created 2020-12-11

401 commits to main branch, last one 9 months ago