|
|
--- |
|
|
title: Python Layer |
|
|
--- |
|
|
|
|
|
# Python Layer |
|
|
|
|
|
* Layer type: `Python` |
|
|
* [Doxygen Documentation](http://caffe.berkeleyvision.org/doxygen/classcaffe_1_1PythonLayer.html) |
|
|
* Header: [`./include/caffe/layers/python_layer.hpp`](https://github.com/BVLC/caffe/blob/master/include/caffe/layers/python_layer.hpp) |
|
|
|
|
|
The Python layer allows users to add customized layers without modifying the Caffe core code. |
|
|
|
|
|
## Parameters |
|
|
|
|
|
* Parameters (`PythonParameter python_param`) |
|
|
* From [`./src/caffe/proto/caffe.proto`](https://github.com/BVLC/caffe/blob/master/src/caffe/proto/caffe.proto): |
|
|
|
|
|
{% highlight Protobuf %} |
|
|
{% include proto/PythonParameter.txt %} |
|
|
{% endhighlight %} |
|
|
|
|
|
## Examples and tutorials |
|
|
|
|
|
* Simple Euclidean loss example |
|
|
** [Python code](https://github.com/BVLC/caffe/blob/master/examples/pycaffe/layers/pyloss.py) |
|
|
** [Prototxt](https://github.com/BVLC/caffe/blob/master/examples/pycaffe/linreg.prototxt) |
|
|
* [Tutorial for writing Python layers with DIGITS](https://github.com/NVIDIA/DIGITS/tree/master/examples/python-layer) |
|
|
|
