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

        try:
            return T.ones_like(targets, dtype="bool")
        except TypeError:
            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)

Instances