Outputting all values of an large tensor in Tensorflow.js

Example

const tensor = tf.tensor([[1, 2], [3, 4]]);

console.log(JSON.stringify(tensor.arraySync())); // [[1,2],[3,4]]

tensor.arraySync() creates a nested array of the tensor. JSON.stringify is then used to turn the arrays into a string before being printed to the console.

Alternatives

Alternatively, you can use tensor.dataSync(), which returns the data in a single dimension instead of a nested array.

Both functions also have a asynchronous version that do not block the UI which is especially useful for large tensors:

• tensor.array()
• tensor.data()