c4579a9c43a5d9f0401eed4da6ca03315685ac2b,keras/backend/theano_backend.py,,_old_batch_normalization,#Any#Any#Any#Any#Any#Any#,473

Before Change

                mean = mean.dimshuffle(shuffle_pattern)
                var = var.dimshuffle(shuffle_pattern)
                beta = beta.dimshuffle(shuffle_pattern)
                gamma = gamma.dimshuffle(shuffle_pattern)
            normed = theano.sandbox.cuda.dnn.dnn_batch_normalization_test(x, gamma, beta, mean, var,
                                                                          "spatial", epsilon)
            if axis != 1:
                normed = normed.dimshuffle(shuffle_pattern)
            return normed
        except AttributeError:
            pass
        except ValueError:
            pass

After Change

                shuffle_pattern = list(range(ndim))
                shuffle_pattern[1] = shuffle_pattern[axis]
                shuffle_pattern[axis] = 1
                return theano.sandbox.cuda.dnn.dnn_batch_normalization_test(
                    x.dimshuffle(shuffle_pattern),
                    gamma.dimshuffle(shuffle_pattern),
                    beta.dimshuffle(shuffle_pattern),
                    mean.dimshuffle(shuffle_pattern),
                    var.dimshuffle(shuffle_pattern),
                    "spatial", epsilon).dimshuffle(shuffle_pattern)
            else:
                return theano.sandbox.cuda.dnn.dnn_batch_normalization_test(
                    x, gamma, beta, mean, var, "spatial", epsilon)
        except AttributeError:

Instances