tf.keras.backend.in_top_k
Returns whether the targets are in the top k predictions.
tf.keras.backend.in_top_k(
predictions, targets, k
)
| Arguments | |
|---|---|
predictions |
A tensor of shape (batch_size, classes) and type float32. |
targets |
A 1D tensor of length batch_size and type int32 or int64. |
k |
An int, number of top elements to consider. |
| Returns | |
|---|---|
A 1D tensor of length batch_size and type bool. output[i] is True if predictions[i, targets[i]] is within top-k values of predictions[i]. |
© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/python/tf/keras/backend/in_top_k