65a215646c653ab808170c8b8c10de2945262613,keras/backend/theano_backend.py,,in_top_k,#Any#Any#Any#,1496

Before Change


        targets_i is within top-k values of predictions_i
    
    predictions_top_k = T.argsort(predictions)[:, -k:]
    result, _ = theano.map(lambda prediction, target: any(equal(prediction, target)), sequences=[predictions_top_k, targets])
    return result


// CONVOLUTIONS

After Change


            return T.ones_like(targets, dtype="int8")

    predictions_k = T.sort(predictions)[:, -k]
    targets_values = predictions[T.arange(targets.shape[0]), targets]
    return T.ge(targets_values, predictions_k)


// CONVOLUTIONS
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 4

Instances


Project Name: keras-team/keras
Commit Name: 65a215646c653ab808170c8b8c10de2945262613
Time: 2017-04-07
Author: myutwo150@users.noreply.github.com
File Name: keras/backend/theano_backend.py
Class Name:
Method Name: in_top_k


Project Name: microsoft/nni
Commit Name: 19173aa4370e36cba96ee7049eaaa0dceda5007c
Time: 2019-08-14
Author: suiguoxin@gmail.com
File Name: src/sdk/pynni/nni/metis_tuner/metis_tuner.py
Class Name: MetisTuner
Method Name: update_search_space


Project Name: microsoft/nni
Commit Name: 3b60f1157530b1e6610f92766358bf0cf05a86d0
Time: 2019-08-12
Author: suiguoxin@gmail.com
File Name: src/sdk/pynni/nni/metis_tuner/metis_tuner.py
Class Name: MetisTuner
Method Name: update_search_space