Automatic Differentiation
 
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symmetrize_from_lower_tri.hpp
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1#ifndef STAN_MATH_OPENCL_REV_SYMMETRIZE_FROM_LOWER_TRI_HPP
2#define STAN_MATH_OPENCL_REV_SYMMETRIZE_FROM_LOWER_TRI_HPP
3#ifdef STAN_OPENCL
4
8
9namespace stan {
10namespace math {
11
20template <typename T,
21 require_all_kernel_expressions_and_none_scalar_t<T>* = nullptr>
23 const var_value<T>& A) {
24 return make_callback_var(
26 [A](vari_value<matrix_cl<double>>& res) mutable {
27 A.adj() += select(row_index() > col_index(),
28 res.adj() + transpose(res.adj()),
29 select(row_index() == col_index(), res.adj(), 0.0));
30 });
31}
32
33} // namespace math
34} // namespace stan
35
36#endif
37#endif
Represents an arithmetic matrix on the OpenCL device.
Definition matrix_cl.hpp:47
var_value< plain_type_t< T > > make_callback_var(T &&value, F &&functor)
Creates a new var initialized with a callback_vari with a given value and reverse-pass callback funct...
auto symmetrize_from_lower_tri(T_x &&x)
Return a symmetric matrix using elements from the upper triangular part of the input matrix.
The lgamma implementation in stan-math is based on either the reentrant safe lgamma_r implementation ...