Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Add to_matrix_cl() vector<var> and minor OpenCL fixes #2226

Merged
merged 9 commits into from
Dec 4, 2020
Merged

Add to_matrix_cl() vector<var> and minor OpenCL fixes #2226

Show file tree
Hide file tree
Changes from 7 commits
Commits
Show all changes
9 commits
Select commit Hold shift + click to select a range
fff7787
fix rows header
rok-cesnovar Dec 2, 2020
4cf0563
fix opencl main headers
rok-cesnovar Dec 2, 2020
2add4a8
add to_matrix_cl for std::vector<var>
rok-cesnovar Dec 2, 2020
3ae5aa1
[Jenkins] auto-formatting by clang-format version 6.0.0-1ubuntu2~16.0…
stan-buildbot Dec 2, 2020
887e585
Merge branch 'develop' into opencl_fixes
rok-cesnovar Dec 4, 2020
741e0c7
fix to_matrix_cl
rok-cesnovar Dec 4, 2020
6aaadc0
add ifdef
rok-cesnovar Dec 4, 2020
77a1e8c
Merge commit '3752d2a212c6205140fba0effacdd123d11b245f' into HEAD
yashikno Dec 4, 2020
cd23348
[Jenkins] auto-formatting by clang-format version 6.0.0-1ubuntu2~16.0…
stan-buildbot Dec 4, 2020
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 2 additions & 2 deletions stan/math/opencl/opencl.hpp → stan/math/opencl/prim.hpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifndef STAN_MATH_OPENCL_OPENCL
#define STAN_MATH_OPENCL_OPENCL
#ifndef STAN_MATH_OPENCL_PRIM_HPP
#define STAN_MATH_OPENCL_PRIM_HPP
#ifdef STAN_OPENCL

/**
Expand Down
4 changes: 2 additions & 2 deletions stan/math/opencl/prim/rows.hpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifndef STAN_MATH_OPENCL_PRIM_COLS_HPP
#define STAN_MATH_OPENCL_PRIM_COLS_HPP
#ifndef STAN_MATH_OPENCL_PRIM_ROWS_HPP
#define STAN_MATH_OPENCL_PRIM_ROWS_HPP
#ifdef STAN_OPENCL

#include <stan/math/opencl/matrix_cl.hpp>
Expand Down
6 changes: 3 additions & 3 deletions stan/math/opencl/rev/opencl.hpp → stan/math/opencl/rev.hpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,9 +1,9 @@
#ifndef STAN_MATH_OPENCL_OPENCL_REV
#define STAN_MATH_OPENCL_OPENCL_REV
#ifndef STAN_MATH_OPENCL_REV_HPP
#define STAN_MATH_OPENCL_REV_HPP
#ifdef STAN_OPENCL

#include <stan/math/opencl/rev/size.hpp>
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <stan/math/opencl/rev/arena_matrix_cl.hpp>
#include <stan/math/opencl/rev/arena_type.hpp>
#include <stan/math/opencl/rev/cholesky_decompose.hpp>
Expand Down
17 changes: 16 additions & 1 deletion stan/math/opencl/rev/copy.hpp
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -53,6 +53,21 @@ inline var_value<matrix_cl<value_type_t<T>>> to_matrix_cl(
a.vi_->adj_);
}

/** \ingroup opencl
* Copies the source std::vector of vars to a destination var that has
* data stored on the OpenCL device.
*
* @tparam T type of the std::vector
* @param a source Eigen matrix
* @return var with a copy of the data on the OpenCL device
*/
template <typename T, require_stan_scalar_t<T>* = nullptr>
inline var_value<matrix_cl<value_type_t<T>>> to_matrix_cl(
std::vector<var_value<T>>& a) {
return to_matrix_cl(Eigen::Map<Eigen::Matrix<var_value<T>, Eigen::Dynamic, 1>>(a.data(),
a.size()));
}

namespace internal {
template <typename T, int Rows, int Cols,
require_all_kernel_expressions_t<T>* = nullptr>
Expand All @@ -63,7 +78,7 @@ class op_copy_from_cl_vari final
public:
explicit op_copy_from_cl_vari(vari_value<T>& a)
: vari_value<Eigen::Matrix<value_type_t<T>, Rows, Cols>>(
from_matrix_cl<Rows, Cols>(a.val_)),
from_matrix_cl<Rows, Cols>(a.val_)),
a_(a) {}

virtual void chain() { a_.adj_ = a_.adj_ + to_matrix_cl(this->adj_); }
Expand Down
4 changes: 4 additions & 0 deletions stan/math/prim.hpp
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -11,4 +11,8 @@
#include <stan/math/prim/functor.hpp>
#include <stan/math/prim/prob.hpp>

#ifdef STAN_OPENCL
#include <stan/math/opencl/prim.hpp>
#endif

#endif
2 changes: 1 addition & 1 deletion stan/math/prim/fun/cholesky_decompose.hpp
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,7 @@
#include <stan/math/prim/err.hpp>
#include <stan/math/prim/fun/Eigen.hpp>
#ifdef STAN_OPENCL
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#endif

#include <cmath>
Expand Down
2 changes: 1 addition & 1 deletion stan/math/prim/fun/gp_exp_quad_cov.hpp
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,7 @@
#include <stan/math/prim/fun/exp.hpp>
#include <stan/math/prim/fun/square.hpp>
#ifdef STAN_OPENCL
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#endif

#include <cmath>
Expand Down
2 changes: 1 addition & 1 deletion stan/math/prim/fun/mdivide_left_tri.hpp
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
#include <stan/math/prim/fun/Eigen.hpp>
#include <stan/math/prim/fun/to_ref.hpp>
#ifdef STAN_OPENCL
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#endif

namespace stan {
Expand Down
2 changes: 1 addition & 1 deletion stan/math/prim/fun/mdivide_right_tri.hpp
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
#include <stan/math/prim/fun/Eigen.hpp>
#include <stan/math/prim/fun/to_ref.hpp>
#ifdef STAN_OPENCL
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#endif

namespace stan {
Expand Down
2 changes: 1 addition & 1 deletion stan/math/prim/fun/multiply.hpp
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
#include <stan/math/prim/fun/Eigen.hpp>
#include <stan/math/prim/fun/dot_product.hpp>
#ifdef STAN_OPENCL
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#endif
#include <type_traits>

Expand Down
2 changes: 2 additions & 0 deletions stan/math/rev.hpp
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,8 @@

#include <stan/math/prim/fun/Eigen.hpp>

#include <stan/math/opencl/rev.hpp>

#include <stan/math/rev/core.hpp>
#include <stan/math/rev/meta.hpp>

Expand Down
2 changes: 1 addition & 1 deletion stan/math/rev/fun/cholesky_decompose.hpp
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -14,7 +14,7 @@
#include <stan/math/prim/err/check_symmetric.hpp>

#ifdef STAN_OPENCL
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#endif

#include <algorithm>
Expand Down
2 changes: 1 addition & 1 deletion stan/math/rev/fun/mdivide_left_tri.hpp
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -8,7 +8,7 @@
#include <stan/math/prim/fun/Eigen.hpp>
#include <stan/math/prim/fun/typedefs.hpp>
#ifdef STAN_OPENCL
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#endif

namespace stan {
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/assign_event_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#ifdef STAN_OPENCL

#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <stan/math/opencl/kernel_cl.hpp>
#include <gtest/gtest.h>

Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/async_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
#ifdef STAN_OPENCL

#include <stan/math/prim.hpp>
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <test/unit/util.hpp>
#include <gtest/gtest.h>

Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/check_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#ifdef STAN_OPENCL
#include <stan/math/prim.hpp>
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <gtest/gtest.h>
#include <limits>

Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/check_vector_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifdef STAN_OPENCL
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <gtest/gtest.h>
#include <limits>
#include <vector>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/cholesky_decompose_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#ifdef STAN_OPENCL
#include <stan/math/prim.hpp>
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <test/unit/util.hpp>
#include <gtest/gtest.h>
#include <algorithm>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/is_matrix_cl_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifdef STAN_OPENCL
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <gtest/gtest.h>
#include <type_traits>

Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/kernel_cl_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
#ifdef STAN_OPENCL

#include <stan/math/prim.hpp>
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <test/unit/util.hpp>
#include <gtest/gtest.h>
#include <algorithm>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/opencl_context_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifdef STAN_OPENCL
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <test/unit/util.hpp>
#include <gtest/gtest.h>
#include <vector>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/prim/add_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#ifdef STAN_OPENCL
#include <stan/math/prim.hpp>
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <test/unit/util.hpp>
#include <gtest/gtest.h>
#include <algorithm>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/prim/cholesky_decompose_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#ifdef STAN_OPENCL
#include <stan/math/prim.hpp>
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <test/unit/util.hpp>
#include <gtest/gtest.h>
#include <algorithm>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/prim/crossprod_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifdef STAN_OPENCL
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <stan/math/prim/fun/crossprod.hpp>
#include <gtest/gtest.h>

Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/prim/divide_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#ifdef STAN_OPENCL
#include <stan/math/prim.hpp>
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <test/unit/util.hpp>
#include <gtest/gtest.h>
#include <algorithm>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/prim/inv_logit_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifdef STAN_OPENCL
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <stan/math/prim/fun/inv_logit.hpp>
#include <stan/math/prim/fun/constants.hpp>
#include <stan/math/prim/fun/typedefs.hpp>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/prim/inv_square_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifdef STAN_OPENCL
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <stan/math/prim/fun/inv_square.hpp>
#include <stan/math/prim/fun/constants.hpp>
#include <stan/math/prim/fun/typedefs.hpp>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/prim/log1m_inv_logit_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifdef STAN_OPENCL
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <stan/math/prim/fun/log1m_inv_logit.hpp>
#include <stan/math/prim/fun/constants.hpp>
#include <stan/math/prim/fun/typedefs.hpp>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/prim/logit_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifdef STAN_OPENCL
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <stan/math/prim/fun/logit.hpp>
#include <stan/math/prim/fun/constants.hpp>
#include <stan/math/prim/fun/typedefs.hpp>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/prim/mdivide_left_tri_low_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#ifdef STAN_OPENCL
#include <stan/math/prim.hpp>
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <test/unit/math/expect_near_rel.hpp>
#include <test/unit/util.hpp>
#include <boost/random/mersenne_twister.hpp>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/prim/mdivide_right_tri_low_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#ifdef STAN_OPENCL
#include <stan/math/prim.hpp>
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <test/unit/math/expect_near_rel.hpp>
#include <test/unit/util.hpp>
#include <boost/random/mersenne_twister.hpp>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/prim/multiply_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#ifdef STAN_OPENCL
#include <stan/math/prim.hpp>
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <test/unit/util.hpp>
#include <gtest/gtest.h>
#include <algorithm>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/prim/sign_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#ifdef STAN_OPENCL
#include <stan/math/prim.hpp>
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <test/unit/util.hpp>

TEST(MathMatrixCL, sign_test) {
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/prim/subtract_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#ifdef STAN_OPENCL
#include <stan/math/prim.hpp>
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <gtest/gtest.h>
#include <algorithm>

Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/prim/tcrossprod_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifdef STAN_OPENCL
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <stan/math/prim/fun/tcrossprod.hpp>
#include <gtest/gtest.h>

Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/prim/transpose_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#ifdef STAN_OPENCL
#include <stan/math/prim.hpp>
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <gtest/gtest.h>
#include <algorithm>

Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/require_generics_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#ifdef STAN_OPENCL

#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <stan/math/prim/meta.hpp>
#include <gtest/gtest.h>
#include <type_traits>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/rev/bernoulli_logit_glm_lpmf_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#ifdef STAN_OPENCL
#include <stan/math.hpp>
#include <stan/math/opencl/rev/opencl.hpp>
#include <stan/math/opencl/rev.hpp>
#include <gtest/gtest.h>
#include <test/unit/math/opencl/util.hpp>
#include <vector>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/rev/bernoulli_logit_lpmf_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifdef STAN_OPENCL
#include <stan/math/opencl/rev/opencl.hpp>
#include <stan/math/opencl/rev.hpp>
#include <stan/math.hpp>
#include <gtest/gtest.h>
#include <test/unit/math/opencl/util.hpp>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/rev/bernoulli_lpmf_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifdef STAN_OPENCL
#include <stan/math/opencl/rev/opencl.hpp>
#include <stan/math/opencl/rev.hpp>
#include <stan/math.hpp>
#include <gtest/gtest.h>
#include <test/unit/math/opencl/util.hpp>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/rev/beta_lpdf_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifdef STAN_OPENCL
#include <stan/math/opencl/rev/opencl.hpp>
#include <stan/math/opencl/rev.hpp>
#include <stan/math.hpp>
#include <gtest/gtest.h>
#include <test/unit/math/opencl/util.hpp>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/rev/beta_proportion_lpdf_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifdef STAN_OPENCL
#include <stan/math/opencl/rev/opencl.hpp>
#include <stan/math/opencl/rev.hpp>
#include <stan/math.hpp>
#include <gtest/gtest.h>
#include <test/unit/math/opencl/util.hpp>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/rev/categorical_logit_glm_lpmf_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
#ifdef STAN_OPENCL
#include <stan/math.hpp>
#include <stan/math/opencl/opencl.hpp>
#include <stan/math/opencl/prim.hpp>
#include <gtest/gtest.h>
#include <test/unit/math/opencl/util.hpp>
#include <vector>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/rev/cauchy_lpdf_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifdef STAN_OPENCL
#include <stan/math/opencl/rev/opencl.hpp>
#include <stan/math/opencl/rev.hpp>
#include <stan/math.hpp>
#include <gtest/gtest.h>
#include <test/unit/math/opencl/util.hpp>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/rev/chi_square_lpdf_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifdef STAN_OPENCL
#include <stan/math/opencl/rev/opencl.hpp>
#include <stan/math/opencl/rev.hpp>
#include <stan/math.hpp>
#include <gtest/gtest.h>
#include <test/unit/math/opencl/util.hpp>
Expand Down
2 changes: 1 addition & 1 deletion test/unit/math/opencl/rev/cholesky_decompose_test.cpp
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
#ifdef STAN_OPENCL
#include <stan/math/opencl/rev/opencl.hpp>
#include <stan/math/opencl/rev.hpp>
#include <stan/math.hpp>
#include <gtest/gtest.h>
#include <test/unit/math/opencl/util.hpp>
Expand Down
Loading