4a28bbf9659d96e15f0f241bcab76381e299097c,pymanopt/autodiff/backends/_tensorflow.py,_TensorFlowBackend,compute_gradient,#_TensorFlowBackend#Any#Any#,69

Before Change


                                           flatten_arguments(points))
            }
            return self._session.run(gradient, feed_dict)
        return group_return_values(nary_gradient, arguments)

    @staticmethod
    def _hessian_vector_product(function, arguments, vectors):
        Multiply the Hessian of `function` w.r.t. `arguments` by `vectors`.

After Change


            return self._session.run(gradients, feed_dict)
        if len(variables) == 1:
            return unpack_singleton_iterable_return_value(gradient)
        return gradient

    @staticmethod
    def _hessian_vector_product(function, arguments, vectors):
        Multiply the Hessian of `function` w.r.t. `arguments` by `vectors`.
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 3

Instances


Project Name: pymanopt/pymanopt
Commit Name: 4a28bbf9659d96e15f0f241bcab76381e299097c
Time: 2020-02-01
Author: niklas.koep@gmail.com
File Name: pymanopt/autodiff/backends/_tensorflow.py
Class Name: _TensorFlowBackend
Method Name: compute_gradient


Project Name: pymanopt/pymanopt
Commit Name: 818492efd4238bd8fedcff105bd46044a714f762
Time: 2020-02-01
Author: niklas.koep@gmail.com
File Name: pymanopt/autodiff/backends/_pytorch.py
Class Name: _PyTorchBackend
Method Name: compute_gradient


Project Name: pymanopt/pymanopt
Commit Name: 775bf75f5a28c56d333fb57f34c4926498ab19be
Time: 2020-02-01
Author: niklas.koep@gmail.com
File Name: pymanopt/autodiff/backends/_theano.py
Class Name: _TheanoBackend
Method Name: compute_gradient