VainF/Torch-Pruning issues and pull requests

#229 - Prunning AttentionPool2D

Issue - State: open - Opened by justlike-prog over 1 year ago - 1 comment

#228 - Pruning yolov8 segmentation model

Issue - State: open - Opened by Ivantheginger over 1 year ago - 1 comment

#227 - Post pruning Fine-tuning on COCO train dataset

Issue - State: open - Opened by chinya07 over 1 year ago - 5 comments

#226 - Add geometric median filter importance

Issue - State: open - Opened by cxmscb over 1 year ago

#225 - V1.2.1

Pull Request - State: closed - Opened by VainF over 1 year ago

#224 - ch_sparsity is 1.0 in main.py

Issue - State: open - Opened by VincentMy over 1 year ago - 3 comments

#223 - V1.2: Improved Index Mapping

Pull Request - State: closed - Opened by VainF over 1 year ago

#222 - Merge

Pull Request - State: closed - Opened by VainF over 1 year ago

#221 - Merge

Pull Request - State: closed - Opened by VainF over 1 year ago

#220 - Merge

Pull Request - State: closed - Opened by VainF over 1 year ago

#219 - IndexError: index 768 is out of bounds for dimension 0 with size 768

Issue - State: open - Opened by robert780612 over 1 year ago - 2 comments

#218 - fixed LAASP project code link (https://github.com/ghimiredhikura/laasp)

Pull Request - State: closed - Opened by ghimiredhikura over 1 year ago

#217 - AttributeError: 'NoneType' object has no attribute 'data' in Torch Pruning

Issue - State: open - Opened by John1231983 over 1 year ago - 5 comments

#216 - https://github.com/VainF/Torch-Pruning/blob/master/torch_pruning/serialization.py#L37

Issue - State: open - Opened by liuguochao over 1 year ago

#215 - ‼ Question about Example Input

Issue - State: open - Opened by ChicagoPark over 1 year ago - 1 comment

#214 - Question regarding pruning rate/ sparsity

Issue - State: closed - Opened by ajithkumarmcw over 1 year ago - 5 comments

#213 - workflow of finetune when accuracy loss occur

Issue - State: open - Opened by erwangccc over 1 year ago - 3 comments

#212 - mat1 and mat2 error when pruning layer4.0.conv2

Issue - State: open - Opened by bryanbocao over 1 year ago

#211 - Module Conv2d(256, 256, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1)) is not in the dependency graph.

Issue - State: open - Opened by hoangdung3498 over 1 year ago - 6 comments

#209 - [Warning] Unknown operation None encountered, which will be handled as an element-wise op

Issue - State: open - Opened by hoangdung3498 over 1 year ago - 1 comment

#208 - Error in pruner.step() aufter update to 1.1.9

Issue - State: open - Opened by martin-91x over 1 year ago - 1 comment

#207 - Prune Fast-RCNN error

Issue - State: closed - Opened by hoangdung3498 over 1 year ago - 2 comments

#206 - Initialize pruner in YOLOv8_pruning.py make pruning process flaw

Issue - State: open - Opened by minhhotboy9x over 1 year ago

#205 - Bugfixing

Pull Request - State: closed - Opened by VainF over 1 year ago

#204 - Varying max_sparsity from 0.1 to 0.9 for ALL Six pruners

Issue - State: open - Opened by tajwar12 over 1 year ago - 4 comments

#203 - Problem with pruning model

Issue - State: open - Opened by bnomq over 1 year ago

#202 - backbone Resnet50_v2的人脸landmark-68点检测模型剪枝报错

Issue - State: open - Opened by qiulongquan over 1 year ago

#201 - iterative_sparsity_scheduler

Issue - State: closed - Opened by minhhotboy9x over 1 year ago

#200 - 请问，现在支持 Instance Norm的剪枝吗？

Issue - State: open - Opened by angryfish9527 over 1 year ago - 2 comments

#199 - ‼ Question about Sparsity

Issue - State: open - Opened by ChicagoPark over 1 year ago - 2 comments

#198 - Can this code prune models(like vit) in hugging face?

Issue - State: open - Opened by mskmei over 1 year ago - 1 comment
Labels: enhancement

#197 - YOLOv5 Pruning

Issue - State: open - Opened by abhinavvsharma over 1 year ago - 4 comments

#196 - MultiheadAttentionPruner implementation does "random pruning" in inner dimensions of MHA

Issue - State: open - Opened by LukasHedegaard over 1 year ago - 1 comment

#195 - 能更新一下微信群二维码嘛？

Issue - State: open - Opened by yang-ming-uc over 1 year ago - 1 comment

#194 - How to prune a specific (target) layer in YOLOv5?

Issue - State: open - Opened by bryanbocao over 1 year ago

#193 - Associated dependencies in the pruning with low level?

Issue - State: closed - Opened by aidevmin over 1 year ago - 8 comments

#192 - 我使用代码中的剪枝方法对sknet进行剪枝，程序运行到pruner.step()的时候运行很长时间都不出结果，好像是卡在这里了。请问这是什么情况？对预训练的ResNet50进行剪枝时，很快就完成了。

Issue - State: open - Opened by yang-ming-uc over 1 year ago - 2 comments

#191 - Expected all tensors to be on the same device, but found at least two devices, cpu and cuda:0!

Issue - State: closed - Opened by bryanbocao over 1 year ago - 7 comments

#190 - 'DependencyGraph' object has no attribute 'get_pruning_group'

Issue - State: closed - Opened by bryanbocao over 1 year ago - 1 comment

#189 - 您好，关于tp.DependencyGraph().build_dependency(model, example_inputs=example_inputs)的疑问

Issue - State: open - Opened by dmndxld over 1 year ago - 2 comments
Labels: bug

#188 - Linear layer hasn't been added to graph after calling build_dependency

Issue - State: open - Opened by chamecall over 1 year ago - 4 comments

#187 - dependency.py 的 _infer_out_channels_recursively 代码中有个疑问

Issue - State: open - Opened by chenshuai123 over 1 year ago

#186 - Yolov7 pruned model does not detect anything?

Issue - State: open - Opened by aidevmin over 1 year ago - 15 comments

#185 - 哈啰，二维码过期了

Issue - State: closed - Opened by Bobo-y over 1 year ago - 2 comments

#184 - bifpn剪枝出现问题

Issue - State: open - Opened by linglingye100 over 1 year ago - 2 comments

#183 - 请问，有没有遇到，添加torch-pruning这个库后，程序经常卡死的情况？不抱任何错误

Issue - State: open - Opened by xiaowenhe over 1 year ago - 1 comment

#182 - 对resnet18的剪枝流程

Issue - State: open - Opened by jazz9726 over 1 year ago - 2 comments

#181 - 使用Group剪枝方法出错

Issue - State: open - Opened by BearCooike over 1 year ago - 5 comments

#180 - 您好！请问如果我想在mmdet的模型上采用您的剪枝该怎么做呢？

Issue - State: closed - Opened by dmndxld over 1 year ago - 2 comments

#179 - Bug when conv output channel equals one

Issue - State: closed - Opened by liuheng92 over 1 year ago - 2 comments

#178 - 相同的步骤和模型，在两个不同的文件内执行剪枝，一个成功一个不成功？

Issue - State: closed - Opened by BearCooike over 1 year ago - 2 comments

#177 - 剪枝类型

Issue - State: open - Opened by zcblcsm over 1 year ago - 2 comments

#176 - How to restore the pruned model to its original size

Issue - State: closed - Opened by jiangz20 over 1 year ago - 2 comments

#175 - How to get the indexes of the pruned modules in the initial network

Issue - State: closed - Opened by jiangz20 over 1 year ago - 3 comments

#174 - Only filter pruning inside training loop

Issue - State: open - Opened by gkrisp98 over 1 year ago

#173 - Update batchnorm_scale_pruner.py

Pull Request - State: closed - Opened by flyzxm5177 over 1 year ago - 1 comment

#172 - Can it support to prune model with 2 inputs?

Issue - State: open - Opened by Sugar929 over 1 year ago - 1 comment

#171 - AttributeError: 'MagnitudePruner' object has no attribute 'pruning_history'

Issue - State: open - Opened by chenyuuuma over 1 year ago - 2 comments

#170 - 可否实现针对yolov5模型的剪枝操作，或者实现一个自己创造的模型剪枝

Issue - State: open - Opened by opencvlearn over 1 year ago

#168 - pruner.step() 时报错 IndexError: list index out of range

Issue - State: open - Opened by byrantz over 1 year ago - 5 comments

#167 - Unwrapped Parameter List Issue.

Issue - State: open - Opened by ChicagoPark over 1 year ago

#166 - Yolov8 prune sample code update

Pull Request - State: closed - Opened by Hyunseok-Kim0 over 1 year ago - 1 comment

#165 - yolov8 prune

Issue - State: open - Opened by jhxiang over 1 year ago

#164 - 论文中图6

Issue - State: open - Opened by cczz1188 over 1 year ago - 7 comments

#163 - V7V8实现方法

Issue - State: open - Opened by cczz1188 over 1 year ago - 3 comments

#162 - 关于稀疏化操作

Issue - State: open - Opened by yakexi-cmd over 1 year ago - 12 comments

#161 - 重参数化的网络剪枝未生效

Issue - State: open - Opened by aoji-tjut over 1 year ago - 1 comment

#160 - ignored_layers 剪枝未生效 yolov7

Issue - State: closed - Opened by nobody-cheng over 1 year ago

#159 - resnet56剪枝问题

Issue - State: open - Opened by Nidhogn over 1 year ago - 1 comment

#158 - 发现yolov8剪枝效果都是每一层是剪枝前一半通道，不是全局权重来剪枝。

Issue - State: open - Opened by huangzongmou over 1 year ago - 2 comments

#157 - > > 您好，直接剪枝+Post-training也是可以的哈，稀疏训练的代价和难度实际上也不小。个人感觉做应用的话，直接剪枝比稀疏再剪更实用一些。

Issue - State: closed - Opened by huangzongmou over 1 year ago

#156 - prune dla34 backbone

Issue - State: closed - Opened by shuizhilinxin over 1 year ago - 4 comments

#155 - fix: transposed weight when layer.transposed=True

Pull Request - State: closed - Opened by XiwuChen over 1 year ago - 2 comments

#154 - yolov8剪枝例子问题？

Issue - State: open - Opened by huangzongmou over 1 year ago - 21 comments

#153 - 'ViewBackward0' object has no attribute '_saved_self_sizes'

Issue - State: closed - Opened by Nidhogn over 1 year ago - 5 comments

#152 - MMPose prune

Issue - State: open - Opened by jhxiang over 1 year ago - 2 comments

#151 - Issue about pruning YoloV7

Issue - State: closed - Opened by shadowpa0327 over 1 year ago - 5 comments

#150 - Update README.md

Pull Request - State: closed - Opened by NUS-LV-Admin over 1 year ago

#149 - Inference time doesn't speed up?

Issue - State: closed - Opened by johnnysclai over 1 year ago - 1 comment

#148 - 模型的保存和继续训练

Issue - State: open - Opened by happy20200 over 1 year ago - 3 comments

#147 - Pruning yolov8 failed

Issue - State: closed - Opened by Hyunseok-Kim0 over 1 year ago - 59 comments
Labels: bug, good first issue

#146 - Pruning with concatenation failing

Issue - State: open - Opened by WAvery4 over 1 year ago - 10 comments
Labels: bug

#145 - RuntimeError: The size of tensor a (2048) must match the size of tensor b (64) at non-singleton dimension 0

Issue - State: open - Opened by happy20200 over 1 year ago - 5 comments
Labels: bug

#144 - mobilefacenet剪枝效果差

Issue - State: open - Opened by eeric over 1 year ago - 8 comments

#143 - stack expects a non-empty TensorList

Issue - State: open - Opened by sunlinlin-aragon over 1 year ago - 1 comment

#142 - 论文求助

Issue - State: closed - Opened by ZS-YANG over 1 year ago - 2 comments

#141 - 分组问题

Issue - State: open - Opened by yuhbai over 1 year ago - 3 comments

#140 - 剪枝后训练，有没有边剪枝边训练

Issue - State: open - Opened by eeric over 1 year ago - 5 comments

#139 - 剪枝后的模型，网络结构已经变化了（即通道数），不适合原来模型结构定义

Issue - State: closed - Opened by eeric over 1 year ago - 4 comments

#138 - torch 2 support

Issue - State: closed - Opened by lminer over 1 year ago - 1 comment

#137 - 对所有group剪枝

Issue - State: open - Opened by gjd2017 over 1 year ago - 2 comments

#136 - Can't prune yolov7-tiny train on custom dataset

Issue - State: closed - Opened by hoangdung3498 over 1 year ago - 2 comments

#135 - 有关精度的问题

Issue - State: open - Opened by happy20200 over 1 year ago - 6 comments

#134 - Can torch_pruning support to prune model tranformed from onnx format

Issue - State: closed - Opened by Sugar929 over 1 year ago - 2 comments

#133 - metapruner bugfix

Pull Request - State: closed - Opened by Serjio42 over 1 year ago - 6 comments

GitHub / VainF/Torch-Pruning issues and pull requests