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Draw the graph of Acc and Loss directly from log file.

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CAFFE DRAW

Introduction

When we try to use the application in caffe to generate the graphs about our training acc or loss, we failed. So we decided to make a new one. It can help us draw the graphs.

Examples:

These are the graphs about googLeNet training. They are in the log_example folder, so you can try it.

image

image

Requirements:

Python 2.7.x pycaffe

Usage

First Step: Generate log file when training:

$TOOLS/caffe train --solver=$SOLVERFILE 2>&1 |tee out.log

Second Step: Clone the files from github

# cd /path/to/your/caffe/
# git clone https://github.com/GDUTCPSDL/caffe_draw.git

Third Step: Modify and Run

Modify caffe_draw/draw.sh

# chmod +x ./caffe_draw/draw.sh
# ./caffe_draw/draw.sh

Then you will find graphics in the directory where log file is.

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Draw the graph of Acc and Loss directly from log file.

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