9cea3bb56b123ae718a0c58aa22b73a6b82b6374,src/spn/gpu/TensorFlow.py,,spn_to_tf_graph,#Any#Any#Any#,16

Before Change


                return tf.reduce_logsumexp(w_childrenprob, axis=1)
            else:
                w_childrenprob = tf.stack([node.weights[i] * ctf for i, ctf in enumerate(childrenprob)], axis=1)
                return tf.reduce_sum(w_childrenprob, axis=1)

        if isinstance(node, Histogram):
            inps = np.arange(int(max(node.breaks))).reshape((-1, 1))

After Change


                return tf.add_n(childrenprob)
            else:
                prod_res = None
                for c in childrenprob:
                    if prod_res is None:
                        prod_res = c
                    else:
                        prod_res = tf.multiply(prod_res, c)
                return prod_res

        if isinstance(node, Sum):
            // TODO: make weights as variables
            if log_space:
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 6

Instances


Project Name: SPFlow/SPFlow
Commit Name: 9cea3bb56b123ae718a0c58aa22b73a6b82b6374
Time: 2018-03-31
Author: molina@cs.tu-darmstadt.de
File Name: src/spn/gpu/TensorFlow.py
Class Name:
Method Name: spn_to_tf_graph


Project Name: Kamnitsask/deepmedic
Commit Name: 005c1e97d0bd60d00567904099da5fe4473f55d5
Time: 2020-01-08
Author: konstantinos.kamnitsas12@imperial.ac.uk
File Name: deepmedic/neuralnet/layers.py
Class Name: ConvLayer
Method Name: _get_L1_cost


Project Name: Kamnitsask/deepmedic
Commit Name: 005c1e97d0bd60d00567904099da5fe4473f55d5
Time: 2020-01-08
Author: konstantinos.kamnitsas12@imperial.ac.uk
File Name: deepmedic/neuralnet/layers.py
Class Name: ConvLayer
Method Name: _get_L2_cost