Skip to content

Commit

Permalink
Update README
Browse files Browse the repository at this point in the history
  • Loading branch information
Eric-mingjie committed Apr 22, 2019
1 parent 32e4186 commit 5e8c5ae
Showing 1 changed file with 4 additions and 2 deletions.
6 changes: 4 additions & 2 deletions cifar/README.md
Original file line number Diff line number Diff line change
@@ -1,12 +1,14 @@
# CIFAR Experiments
This directory contains all the CIFAR experiments in the paper, where there are three pruning methods in total:
This directory contains all the CIFAR experiments in the paper, where there are four pruning methods in total:

1. [L1-norm based channel pruning](https://arxiv.org/abs/1608.08710)
2. [Network Slimming](https://arxiv.org/abs/1708.06519)
3. [Soft filter pruning](https://www.ijcai.org/proceedings/2018/0309.pdf)
4. [Non-structured weight-level pruning](https://arxiv.org/abs/1506.02626)

For each method, we give example commands for baseline training, finetuning, scratch-E training and scratch-B training.
For each method, we give example commands for baseline training, finetuning, scratch-E training and scratch-B training.

We also give our implementation for [Lottery Ticket Hypothesis](https://arxiv.org/abs/1803.03635).

## Implementation
Our code is based on [network-slimming](https://github.com/Eric-mingjie/network-slimming) and [pytorch-classification](https://github.com/bearpaw/pytorch-classification).

0 comments on commit 5e8c5ae

Please sign in to comment.