Tensorflow.js tf.Tensor class .dispose() Method
Tensorflow.js is an open-source library that is developed by Google for running machine learning models as well as deep learning neural networks in the browser or node environment.
The .dispose() function is used to dispose the stated tf.Tensor from the memory.
Syntax:
dispose()
Parameters: This method does not hold any parameters.
Return Value: It returns void.
Example 1:
Javascript
// Importing the tensorflow.js libraryimport * as tf from "@tensorflow/tfjs"// Creating a tensorconst t = tf.tensor([6, 7]);// Calling dispose() methodt.dispose();// Printing outputconsole.log("Tensor Disposed.") |
Output:
Tensor Disposed.
Example 2:
Javascript
// Importing the tensorflow.js libraryimport * as tf from "@tensorflow/tfjs"// Creating a 2d tensorconst tn = tf.tensor2d([6, 7], [1, 2]);// Calling dispose() methodconst y = tn.dispose();// Printing outputconsole.log(tn) |
Output:
An error occurred on line: 11 Tensor is disposed.
Here, an error occurred while printing the tensor output as the tensor is already being disposed of.
Reference: https://js.tensorflow.org/api/latest/#tf.Tensor.dispose
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