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Top 5 network-pruning open source projects

batchnorm prune

Tensorflow codes for "Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers"

✭ 30

python deep-learning tensorflow batch-normalization network-pruning

compress-net-notes

No description or website provided.

✭ 20

compression convolutional-neural-networks quantized-training network-pruning network-quantization

CAE-ADMM: Implicit Bitrate Optimization via ADMM-Based Pruning in Compressive Autoencoders

✭ 34

python shell pytorch model-architecture image-compression admm autoencoders network-pruning lossy-image-compression

Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)

✭ 23

Jupyter Notebook python shell deep-learning pytorch convolutional-neural-networks network-pruning weight-pruning image-net filter-pruning structured-pruning unstructured-pruning iterative-pruning

(CVPR 2021, Oral) Dynamic Slimmable Network

✭ 204

python pruning model-compression efficient-inference dynamic-networks network-pruning dynamic-pruning

1-5 of 5 network-pruning projects