79edae58d5892c5a7eb19b68f9e79dfae4682e20,keras/backend/tensorflow_backend.py,Function,__call__,#Function#Any#,970

Before Change



    def __call__(self, inputs):
        assert type(inputs) in {list, tuple}
        names = [getattr(v, "name", None) for v in self.inputs]
        feed_dict = dict(zip(names, inputs))
        session = get_session()
        updated = session.run(self.outputs + [self.updates_op], feed_dict=feed_dict)

After Change


        for tensor, value in zip(self.inputs, inputs):
            if is_sparse(tensor):
                sparse_coo = value.tocoo()
                indices = np.concatenate((np.expand_dims(sparse_coo.row, 1), np.expand_dims(sparse_coo.col, 1)), 1)
                value = (indices, value.data, value.shape)
            feed_dict[tensor] = value
        session = get_session()
        updated = session.run(self.outputs + [self.updates_op], feed_dict=feed_dict)
        return updated[:len(self.outputs)]
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 4

Instances


Project Name: keras-team/keras
Commit Name: 79edae58d5892c5a7eb19b68f9e79dfae4682e20
Time: 2016-09-09
Author: kuza55@gmail.com
File Name: keras/backend/tensorflow_backend.py
Class Name: Function
Method Name: __call__


Project Name: GPflow/GPflow
Commit Name: 5809cb0b339612434f4f332a91a2cd3e4570c34d
Time: 2018-02-26
Author: james@prowler.io
File Name: gpflow/transforms.py
Class Name: LowerTriangular
Method Name: backward_tensor


Project Name: dmlc/gluon-cv
Commit Name: 447c8e87ea3b270d0b3404ad962032752cfbc0ab
Time: 2020-04-22
Author: zhangz6@cs.washington.edu
File Name: gluoncv/nn/splat.py
Class Name: SplitAttentionConv
Method Name: hybrid_forward