Welcome to OGeek Q&A Community for programmer and developer-Open, Learning and Share
Welcome To Ask or Share your Answers For Others

Categories

0 votes
394 views
in Technique[技术] by (71.8m points)

tensorflow.js - How to get the value of the element i, j of a tensor

I have a 2d tensor and I would like to get the value of the element of index i,j value.

See Question&Answers more detail:os

与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…
Welcome To Ask or Share your Answers For Others

1 Reply

0 votes
by (71.8m points)

There are many ways one can retrieve the value of the element [i,j] of a tensor2d

Consider the following:

Using slice to retrieve directly the tensor2d starting at the coordinate [i, j] that has the size [1, 1]

h.slice([i, j], 1).as1D().print()

Get the row i as a tensor2d with gather and then the element j with slice

h.gather(tf.tensor1d([i], 'int32')).slice([0, j], [1, 1]).as1D().print()

Using stack to retrieve the row i as tensor1d and slice to retrieve the desired element

h.unstack()[i].slice([j], [1]).print()

const h = tf.tensor2d([45, 48, 45, 54, 5, 7, 8, 10, 54], [3, 3]);
// get the element of index [1, 2]
h.print()
h.gather(tf.tensor1d([1], 'int32')).slice([0, 2], [1, 1]).as1D().print()
h.slice([1, 2], 1).as1D().print()
h.unstack()[1].slice([2], [1]).print()
<html>
  <head>
    <!-- Load TensorFlow.js -->
    <script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@0.12.0"> </script>
  </head>

  <body>
  </body>
</html>

与恶龙缠斗过久,自身亦成为恶龙;凝视深渊过久,深渊将回以凝视…
OGeek|极客中国-欢迎来到极客的世界,一个免费开放的程序员编程交流平台!开放,进步,分享!让技术改变生活,让极客改变未来! Welcome to OGeek Q&A Community for programmer and developer-Open, Learning and Share
Click Here to Ask a Question

...