Breadcrumbs filter-pruning-geometric-median / pruning_imagenet.pyTop File metadata and controls Code Blame 683 lines (585 loc) · 29.4 KB Raw # https://github.com/pytorch/vision/blob/master/torchvision/models/_
Moreover, on ILSVRC-2012, FPGM reduces more than 42% FLOPs on ResNet-101 without top-5 accuracy drop, which has advanced the state-of-the-art. Code is publicly available on GitHub: https://github.com/he-y/filter-pruning-geometric-median.Yang HePing LiuZiwei WangZhilan HuYi Yang会议论文...
We follow theFacebook process of ImageNet. Two subfolders ("train" and "val") are included in the "/path/to/ImageNet2012". The correspding code ishere. Refer to thefile. Citation @inproceedings{he2019filter, title = {Filter Pruning via Geometric Median for Deep Convolutional Neural Networks...
Could anyone teach me how to use "Filter pruning statistics" shown here, https://github.com/openvinotoolkit/nncf/blob/develop/docs/compression_algorithms/Pruning.md#filter-pruning-statistics Following standard usage of pruning, it does not appear. Are there any paticluar se...
https://github.com/youzhonghui/gate-decorator-pruning 1.utils.py classdotdict(dict):"""dot.notation access to dictionary attributes"""__getattr__= dict.get__setattr__=dict.__setitem__ __delattr__= dict.__delitem__ 继承dict字典,实际上还是dict ...
://github.com/yeyun11/pytorch-network-slimming [2]ThiNet:AFilterLevelPruningMethodforDeepNeuralNetworkCompression论文实现:https://github.com/Roll920/ThiNet6 更多理论学习 如果想要系统性学习模型剪枝相关的理论,可以移步有三AI知识 智能推荐 【读论文】 之 一种新的模型优化算法--AdaBound ...
(https://github.com/newren/git-filter-repo/) instead. See the filter-branch manual page for more details; to squelch this warning, set FILTER_BRANCH_SQUELCH_WARNING=1.EOF sleep 10 printf "Proceeding with filter-branch...\n\n" ...
Additionally, the implementation code for this paper has been open sourced and available online (https://github.com/ghimiredhikura/MSVFP-FilterPruning, accessed on 6 December 2022). 2. Related Works The key idea in pruning is to remove the least important weights, filters, or even a whole ...
Since merge commits are needed for history topology, they are typically exempt from pruning. However, they can become degenerate with the pruning of other commits (having fewer than two parents, having one commit serve as both parents, or having one parent as the ancestor of the other.) If ...
Complex & Intelligent Systems (2024) 10:2047–2066 https://doi.org/10.1007/s40747-023-01261-7 ORIGINAL ARTICLE A-pruning: a lightweight pineapple flower counting network based on filter pruning Guoyan Yu1,3 · Ruilin Cai1,2 · Yingtong Luo1,2 · Mingxin Hou1,3 · Ruoling Deng1,3 ...