Lottery-Ticket-Hypothesis-in-Pytorch
Lottery-Ticket-Hypothesis-in-Pytorch copied to clipboard
rahulvigneswaran
This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adap...
Hi, thanks for your nice repo! When I used your method for my experiment, I found my experiment results can't reach the original performance whether the first iteration or the...
Hi, thanks for your nice repo! Have you tested whether the CNNs are able to find winning tickets on Cifar10 and Cifar100? I ran multiple experiments with most of the...
Bumps [protobuf](https://github.com/protocolbuffers/protobuf) from 3.9.2 to 3.18.3. Release notes Sourced from protobuf's releases. Protocol Buffers v3.18.3 C++ Reduce memory consumption of MessageSet parsing This release addresses a Security Advisory for C++...
![dependabot[bot] avatar](https://avatars.githubusercontent.com/in/29110?v=4 "dependabot[bot] avatar"){kind=avatar}
If this is used for Lottery Ticket Hypothesis experiments on a model, will it result in improvement in terms of inference speed/memory usage of the models? As far as I...
After reading Lottery-Ticket paper I've tried to run the code by refering to your repository. However, I've encountered an error when setting up an environment in the requirements.txt file. It...
Bumps [pillow](https://github.com/python-pillow/Pillow) from 6.2.0 to 10.0.1. Release notes Sourced from pillow's releases. 10.0.1 https://pillow.readthedocs.io/en/stable/releasenotes/10.0.1.html Changes Updated libwebp to 1.3.2 #7395 [@radarhere] Updated zlib to 1.3 #7344 [@radarhere] 10.0.0 https://pillow.readthedocs.io/en/stable/releasenotes/10.0.0.html Changes...
In line286 of main.py, it should be: `new_mask = np.where(abs(tensor) > percentile_value, 0, mask[step])` so that smaller weights are set to zero. https://github.com/rahulvigneswaran/Lottery-Ticket-Hypothesis-in-Pytorch/blob/34a8c9678406a1c7dd0fec4c9f0d25d017be55fb/main.py#L286
Bumps [torch](https://github.com/pytorch/pytorch) from 1.2.0 to 1.13.1. Release notes Sourced from torch's releases. PyTorch 1.13.1 Release, small bug fix release This release is meant to fix the following issues (regressions /...
Bumps [scipy](https://github.com/scipy/scipy) from 1.3.1 to 1.10.0. Release notes Sourced from scipy's releases. SciPy 1.10.0 Release Notes SciPy 1.10.0 is the culmination of 6 months of hard work. It contains many...
Metadata
Owner
Metadata
This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adap...