29 lines
1.3 KiB
Markdown
29 lines
1.3 KiB
Markdown
---
|
|
title: Keras Initializers
|
|
short_title: Initializers
|
|
description: Supported Keras weight initializers.
|
|
category: Keras Import
|
|
weight: 4
|
|
---
|
|
|
|
## Supported initializers
|
|
|
|
DL4J supports all available [Keras initializers](https://keras.io/initializers), namely:
|
|
|
|
* <i class="fa fa-check-square-o"></i> Zeros
|
|
* <i class="fa fa-check-square-o"></i> Ones
|
|
* <i class="fa fa-check-square-o"></i> Constant
|
|
* <i class="fa fa-check-square-o"></i> RandomNormal
|
|
* <i class="fa fa-check-square-o"></i> RandomUniform
|
|
* <i class="fa fa-check-square-o"></i> TruncatedNormal
|
|
* <i class="fa fa-check-square-o"></i> VarianceScaling
|
|
* <i class="fa fa-check-square-o"></i> Orthogonal
|
|
* <i class="fa fa-check-square-o"></i> Identity
|
|
* <i class="fa fa-check-square-o"></i> lecun_uniform
|
|
* <i class="fa fa-check-square-o"></i> lecun_normal
|
|
* <i class="fa fa-check-square-o"></i> glorot_normal
|
|
* <i class="fa fa-check-square-o"></i> glorot_uniform
|
|
* <i class="fa fa-check-square-o"></i> he_normal
|
|
* <i class="fa fa-check-square-o"></i> he_uniform
|
|
|
|
The mapping of Keras to DL4J initializers can be found in [KerasInitilizationUtils](https://github.com/eclipse/deeplearning4j/blob/master/deeplearning4j/deeplearning4j-modelimport/src/main/java/org/deeplearning4j/nn/modelimport/keras/utils/KerasInitilizationUtils.java). |