0 ×

TensorFlow Network Reader

KNIME Deep Learning - TensorFlow Integration version 4.3.0.v202012011122 by KNIME AG, Zurich, Switzerland

This node reads a TensorFlow deep learning network from a directory or zip file.

If the network should be read from a directory, it has to be a valid SavedModel. If the network should be read from a zip file, it must contain a valid SavedModel.

See the TensorFlow documentation for more information on SavedModels: Structure of a SavedModel directory

Options

General Settings

Input Location
The path to the input directory or zip file that contains the TensorFlow SavedModel. KNIME URLs like "knime://knime.workflow/ ... <filename>" are supported.
Tags
The tags identifying the meta graph definition to load.
Signature
The signature which should be available for executing or training the model. (Use the advanced settings if you want to use a signature which isn't available in the SavedModel.)
Copy deep learning network into KNIME workflow?
If selected, the TensorFlow network will be copied into the KNIME workflow, so that it is available for export with the workflow. Otherwise, only a reference to the actual network file is used by KNIME.

Advanced Settings

Use advanced settings
If selected, the signature option has no effect anymore but the desired signature can be created using the Inputs and Outputs options.
Inputs
Choose tensors which should be available as inputs to the deep learning network.
Outputs
Choose tensors which should be available as outputs to the deep learning network.

Output Ports

Icon
The TensorFlow deep learning network.

Best Friends (Incoming)

Best Friends (Outgoing)

Workflows

Installation

To use this node in KNIME, install KNIME Deep Learning - TensorFlow Integration from the following update site:

KNIME 4.3

A zipped version of the software site can be downloaded here.

You don't know what to do with this link? Read our NodePit Product and Node Installation Guide that explains you in detail how to install nodes to your KNIME Analytics Platform.

Wait a sec! You want to explore and install nodes even faster? We highly recommend our NodePit for KNIME extension for your KNIME Analytics Platform. Browse NodePit from within KNIME, install nodes with just one click and share your workflows with NodePit Space.

Developers

You want to see the source code for this node? Click the following button and we’ll use our super-powers to find it for you.