Hub
Pricing About
NodeNode / Manipulator

Keras Freeze Layers

AnalyticsIntegrationsDeep LearningKeras
Drag & drop
Like

Freezes the parameters of the selected layers. If the model is trained afterwards, the parameters of the selected layers are not updated. All other layers are set to trainable.

Node details

Input ports
  1. Type: Keras Deep Learning Network
    Keras Network
    The Keras deep learning network.
Output ports
  1. Type: Keras Deep Learning Network
    Keras Network
    The Keras deep learning network with the selected layers set to not-trainable and all other layers set to trainable.

Extension

The Keras Freeze Layers node is part of this extension:

  1. Go to item

Related workflows & nodes

  1. Go to item
  2. Go to item
  3. Go to item

KNIME
Open for Innovation

KNIME AG
Talacker 50
8001 Zurich, Switzerland
  • Software
  • Getting started
  • Documentation
  • Courses + Certification
  • Solutions
  • KNIME Hub
  • KNIME Forum
  • Blog
  • Events
  • Partner
  • Developers
  • KNIME Home
  • Careers
  • Contact us
Download KNIME Analytics Platform Read more about KNIME Business Hub
© 2025 KNIME AG. All rights reserved.
  • Trademarks
  • Imprint
  • Privacy
  • Terms & Conditions
  • Data Processing Agreement
  • Credits