opr_device.F90

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module opr_device
  use gather_scatter, only : gs_op_add
  use num_types, only : rp, c_rp
  use device, only : device_get_ptr, device_event_sync, device_map, device_free
  use space, only : space_t
  use coefs, only : coef_t
  use field, only : field_t
  use utils, only : neko_error
  use interpolation, only : interpolator_t
  use device_math, only : device_sub3, device_rzero, device_copy, device_col2
  use device_mathops, only : device_opcolv
  use, intrinsic :: iso_c_binding
  implicit none
  private
 
  public :: opr_device_dudxyz, opr_device_opgrad, opr_device_cdtp, &
       opr_device_conv1, opr_device_convect_scalar, opr_device_curl, &
       opr_device_cfl, opr_device_lambda2, opr_device_set_convect_rst, &
       opr_device_rotate_cyc_r1, opr_device_rotate_cyc_r4
 
#ifdef HAVE_HIP
  interface
     subroutine hip_dudxyz(du_d, u_d, dr_d, ds_d, dt_d, &
          dx_d, dy_d, dz_d, jacinv_d, nel, lx) &
          bind(c, name = 'hip_dudxyz')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: du_d, u_d, dr_d, ds_d, dt_d
       type(c_ptr), value :: dx_d, dy_d, dz_d, jacinv_d
       integer(c_int) :: nel, lx
     end subroutine hip_dudxyz
  end interface
 
  interface
     subroutine hip_cdtp(dtx_d, x_d, dr_d, ds_d, dt_d, &
          dxt_d, dyt_d, dzt_d, w3_d, nel, lx) &
          bind(c, name = 'hip_cdtp')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: dtx_d, x_d, dr_d, ds_d, dt_d
       type(c_ptr), value :: dxt_d, dyt_d, dzt_d, w3_d
       integer(c_int) :: nel, lx
     end subroutine hip_cdtp
  end interface
 
  interface
     subroutine hip_conv1(du_d, u_d, vx_d, vy_d, vz_d, &
          dx_d, dy_d, dz_d, drdx_d, dsdx_d, dtdx_d, &
          drdy_d, dsdy_d, dtdy_d, drdz_d, dsdz_d, dtdz_d, &
          jacinv_d, nel, gdim, lx) &
          bind(c, name = 'hip_conv1')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: du_d, u_d, vx_d, vy_d, vz_d
       type(c_ptr), value :: dx_d, dy_d, dz_d, drdx_d, dsdx_d, dtdx_d
       type(c_ptr), value :: drdy_d, dsdy_d, dtdy_d, drdz_d, dsdz_d, dtdz_d
       type(c_ptr), value :: jacinv_d
       integer(c_int) :: nel, gdim, lx
     end subroutine hip_conv1
  end interface
 
  interface
     subroutine hip_convect_scalar(du_d, u_d, cr_d, cs_d, ct_d, &
          dx_d, dy_d, dz_d, nel, lx) bind(c, name = 'hip_convect_scalar')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: du_d, u_d
       type(c_ptr), value :: cr_d, cs_d, ct_d
       type(c_ptr), value :: dx_d, dy_d, dz_d
       integer(c_int) :: nel, lx
     end subroutine hip_convect_scalar
  end interface
 
  interface
     subroutine hip_opgrad(ux_d, uy_d, uz_d, u_d, &
          dx_d, dy_d, dz_d, &
          drdx_d, dsdx_d, dtdx_d, &
          drdy_d, dsdy_d, dtdy_d, &
          drdz_d, dsdz_d, dtdz_d, w3_d, nel, lx) &
          bind(c, name = 'hip_opgrad')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: ux_d, uy_d, uz_d, u_d
       type(c_ptr), value :: dx_d, dy_d, dz_d
       type(c_ptr), value :: drdx_d, dsdx_d, dtdx_d
       type(c_ptr), value :: drdy_d, dsdy_d, dtdy_d
       type(c_ptr), value :: drdz_d, dsdz_d, dtdz_d
       type(c_ptr), value :: w3_d
       integer(c_int) :: nel, lx
     end subroutine hip_opgrad
  end interface
 
  interface
     subroutine hip_lambda2(lambda2_d, u_d, v_d, w_d, &
          dx_d, dy_d, dz_d, &
          drdx_d, dsdx_d, dtdx_d, &
          drdy_d, dsdy_d, dtdy_d, &
          drdz_d, dsdz_d, dtdz_d, jacinv_d, nel, lx) &
          bind(c, name = 'hip_lambda2')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: lambda2_d, u_d, v_d, w_d
       type(c_ptr), value :: dx_d, dy_d, dz_d
       type(c_ptr), value :: drdx_d, dsdx_d, dtdx_d
       type(c_ptr), value :: drdy_d, dsdy_d, dtdy_d
       type(c_ptr), value :: drdz_d, dsdz_d, dtdz_d
       type(c_ptr), value :: jacinv_d
       integer(c_int) :: nel, lx
     end subroutine hip_lambda2
  end interface
 
  interface
     real(c_rp) function hip_cfl(dt, u_d, v_d, w_d, &
          drdx_d, dsdx_d, dtdx_d, drdy_d, dsdy_d, dtdy_d, &
          drdz_d, dsdz_d, dtdz_d, dr_inv_d, ds_inv_d, dt_inv_d, &
          jacinv_d, nel, lx) &
          bind(c, name = 'hip_cfl')
       use, intrinsic :: iso_c_binding
       import c_rp
       type(c_ptr), value :: u_d, v_d, w_d, drdx_d, dsdx_d, dtdx_d
       type(c_ptr), value :: drdy_d, dsdy_d, dtdy_d, drdz_d, dsdz_d, dtdz_d
       type(c_ptr), value :: dr_inv_d, ds_inv_d, dt_inv_d, jacinv_d
       real(c_rp) :: dt
       integer(c_int) :: nel, lx
     end function hip_cfl
  end interface
 
  interface
     subroutine hip_rotate_cyc(vx_d, vy_d, vz_d, &
          x_d, y_d, z_d, &
          cyc_msk_d, R11_d, R12_d, ncyc, idir) &
          bind(c, name = 'hip_rotate_cyc')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: vx_d, vy_d, vz_d
       type(c_ptr), value :: x_d, y_d, z_d
       type(c_ptr), value :: cyc_msk_d, R11_d, R12_d
       integer(c_int) :: ncyc, idir
     end subroutine hip_rotate_cyc
  end interface
 
  interface
     subroutine hip_set_convect_rst(cr_d, cs_d, ct_d, cx_d, cy_d, cz_d, &
          drdx_d, dsdx_d, dtdx_d, drdy_d, dsdy_d, dtdy_d, drdz_d, dsdz_d, &
          dtdz_d, w3_d, nel, lx) bind(c, name = 'hip_set_convect_rst')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: cr_d, cs_d, ct_d
       type(c_ptr), value :: cx_d, cy_d, cz_d
       type(c_ptr), value :: drdx_d, dsdx_d, dtdx_d
       type(c_ptr), value :: drdy_d, dsdy_d, dtdy_d
       type(c_ptr), value :: drdz_d, dsdz_d, dtdz_d
       type(c_ptr), value :: w3_d
       integer(c_int) :: nel, lx
     end subroutine hip_set_convect_rst
  end interface
 
#elif HAVE_CUDA
  interface
     subroutine cuda_dudxyz(du_d, u_d, dr_d, ds_d, dt_d, &
          dx_d, dy_d, dz_d, jacinv_d, nel, lx) &
          bind(c, name = 'cuda_dudxyz')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: du_d, u_d, dr_d, ds_d, dt_d
       type(c_ptr), value :: dx_d, dy_d, dz_d, jacinv_d
       integer(c_int) :: nel, lx
     end subroutine cuda_dudxyz
  end interface
 
  interface
     subroutine cuda_cdtp(dtx_d, x_d, dr_d, ds_d, dt_d, &
          dxt_d, dyt_d, dzt_d, w3_d, nel, lx) &
          bind(c, name = 'cuda_cdtp')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: dtx_d, x_d, dr_d, ds_d, dt_d
       type(c_ptr), value :: dxt_d, dyt_d, dzt_d, w3_d
       integer(c_int) :: nel, lx
     end subroutine cuda_cdtp
  end interface
 
  interface
     subroutine cuda_conv1(du_d, u_d, vx_d, vy_d, vz_d, &
          dx_d, dy_d, dz_d, drdx_d, dsdx_d, dtdx_d, &
          drdy_d, dsdy_d, dtdy_d, drdz_d, dsdz_d, dtdz_d, &
          jacinv_d, nel, gdim, lx) &
          bind(c, name = 'cuda_conv1')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: du_d, u_d, vx_d, vy_d, vz_d
       type(c_ptr), value :: dx_d, dy_d, dz_d, drdx_d, dsdx_d, dtdx_d
       type(c_ptr), value :: drdy_d, dsdy_d, dtdy_d, drdz_d, dsdz_d, dtdz_d
       type(c_ptr), value :: jacinv_d
       integer(c_int) :: nel, gdim, lx
     end subroutine cuda_conv1
  end interface
 
  interface
     subroutine cuda_convect_scalar(du_d, u_d, cr_d, cs_d, ct_d, &
          dx_d, dy_d, dz_d, nel, lx) bind(c, name = 'cuda_convect_scalar')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: du_d, u_d
       type(c_ptr), value :: cr_d, cs_d, ct_d
       type(c_ptr), value :: dx_d, dy_d, dz_d
       integer(c_int) :: nel, lx
     end subroutine cuda_convect_scalar
  end interface
 
  interface
     subroutine cuda_opgrad(ux_d, uy_d, uz_d, u_d, &
          dx_d, dy_d, dz_d, &
          drdx_d, dsdx_d, dtdx_d, &
          drdy_d, dsdy_d, dtdy_d, &
          drdz_d, dsdz_d, dtdz_d, w3_d, nel, lx) &
          bind(c, name = 'cuda_opgrad')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: ux_d, uy_d, uz_d, u_d
       type(c_ptr), value :: dx_d, dy_d, dz_d
       type(c_ptr), value :: drdx_d, dsdx_d, dtdx_d
       type(c_ptr), value :: drdy_d, dsdy_d, dtdy_d
       type(c_ptr), value :: drdz_d, dsdz_d, dtdz_d
       type(c_ptr), value :: w3_d
       integer(c_int) :: nel, lx
     end subroutine cuda_opgrad
  end interface
 
  interface
     subroutine cuda_lambda2(lambda2_d, u_d, v_d, w_d, &
          dx_d, dy_d, dz_d, &
          drdx_d, dsdx_d, dtdx_d, &
          drdy_d, dsdy_d, dtdy_d, &
          drdz_d, dsdz_d, dtdz_d, jacinv_d, nel, lx) &
          bind(c, name = 'cuda_lambda2')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: lambda2_d, u_d, v_d, w_d
       type(c_ptr), value :: dx_d, dy_d, dz_d
       type(c_ptr), value :: drdx_d, dsdx_d, dtdx_d
       type(c_ptr), value :: drdy_d, dsdy_d, dtdy_d
       type(c_ptr), value :: drdz_d, dsdz_d, dtdz_d
       type(c_ptr), value :: jacinv_d
       integer(c_int) :: nel, lx
     end subroutine cuda_lambda2
  end interface
 
  interface
     real(c_rp) function cuda_cfl(dt, u_d, v_d, w_d, &
          drdx_d, dsdx_d, dtdx_d, drdy_d, dsdy_d, dtdy_d, &
          drdz_d, dsdz_d, dtdz_d, dr_inv_d, ds_inv_d, dt_inv_d, &
          jacinv_d, nel, lx) &
          bind(c, name = 'cuda_cfl')
       use, intrinsic :: iso_c_binding
       import c_rp
       type(c_ptr), value :: u_d, v_d, w_d, drdx_d, dsdx_d, dtdx_d
       type(c_ptr), value :: drdy_d, dsdy_d, dtdy_d, drdz_d, dsdz_d, dtdz_d
       type(c_ptr), value :: dr_inv_d, ds_inv_d, dt_inv_d, jacinv_d
       real(c_rp) :: dt
       integer(c_int) :: nel, lx
     end function cuda_cfl
  end interface
 
  interface
     subroutine cuda_rotate_cyc(vx_d, vy_d, vz_d, &
          x_d, y_d, z_d, &
          cyc_msk_d, R11_d, R12_d, ncyc, idir) &
          bind(c, name = 'cuda_rotate_cyc')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: vx_d, vy_d, vz_d
       type(c_ptr), value :: x_d, y_d, z_d
       type(c_ptr), value :: cyc_msk_d, R11_d, R12_d
       integer(c_int) :: ncyc, idir
     end subroutine cuda_rotate_cyc
  end interface
 
  interface
     subroutine cuda_set_convect_rst(cr_d, cs_d, ct_d, cx_d, cy_d, cz_d, &
          drdx_d, dsdx_d, dtdx_d, drdy_d, dsdy_d, dtdy_d, drdz_d, dsdz_d, &
          dtdz_d, w3_d, nel, lx) bind(c, name = 'cuda_set_convect_rst')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: cr_d, cs_d, ct_d
       type(c_ptr), value :: cx_d, cy_d, cz_d
       type(c_ptr), value :: drdx_d, dsdx_d, dtdx_d
       type(c_ptr), value :: drdy_d, dsdy_d, dtdy_d
       type(c_ptr), value :: drdz_d, dsdz_d, dtdz_d
       type(c_ptr), value :: w3_d
       integer(c_int) :: nel, lx
     end subroutine cuda_set_convect_rst
  end interface
 
#elif HAVE_OPENCL
  interface
     subroutine opencl_dudxyz(du_d, u_d, dr_d, ds_d, dt_d, &
          dx_d, dy_d, dz_d, jacinv_d, nel, lx) &
          bind(c, name = 'opencl_dudxyz')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: du_d, u_d, dr_d, ds_d, dt_d
       type(c_ptr), value :: dx_d, dy_d, dz_d, jacinv_d
       integer(c_int) :: nel, lx
     end subroutine opencl_dudxyz
  end interface
 
  interface
     subroutine opencl_cdtp(dtx_d, x_d, dr_d, ds_d, dt_d, &
          dxt_d, dyt_d, dzt_d, w3_d, nel, lx) &
          bind(c, name = 'opencl_cdtp')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: dtx_d, x_d, dr_d, ds_d, dt_d
       type(c_ptr), value :: dxt_d, dyt_d, dzt_d, w3_d
       integer(c_int) :: nel, lx
     end subroutine opencl_cdtp
  end interface
 
  interface
     subroutine opencl_conv1(du_d, u_d, vx_d, vy_d, vz_d, &
          dx_d, dy_d, dz_d, drdx_d, dsdx_d, dtdx_d, &
          drdy_d, dsdy_d, dtdy_d, drdz_d, dsdz_d, dtdz_d, &
          jacinv_d, nel, gdim, lx) &
          bind(c, name = 'opencl_conv1')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: du_d, u_d, vx_d, vy_d, vz_d
       type(c_ptr), value :: dx_d, dy_d, dz_d, drdx_d, dsdx_d, dtdx_d
       type(c_ptr), value :: drdy_d, dsdy_d, dtdy_d, drdz_d, dsdz_d, dtdz_d
       type(c_ptr), value :: jacinv_d
       integer(c_int) :: nel, gdim, lx
     end subroutine opencl_conv1
  end interface
 
  interface
     subroutine opencl_convect_scalar(du_d, u_d, cr_d, cs_d, ct_d, &
          dx_d, dy_d, dz_d, nel, lx) bind(c, name = 'opencl_convect_scalar')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: du_d, u_d
       type(c_ptr), value :: cr_d, cs_d, ct_d
       type(c_ptr), value :: dx_d, dy_d, dz_d
       integer(c_int) :: nel, lx
     end subroutine opencl_convect_scalar
  end interface
 
  interface
     subroutine opencl_opgrad(ux_d, uy_d, uz_d, u_d, &
          dx_d, dy_d, dz_d, &
          drdx_d, dsdx_d, dtdx_d, &
          drdy_d, dsdy_d, dtdy_d, &
          drdz_d, dsdz_d, dtdz_d, w3_d, nel, lx) &
          bind(c, name = 'opencl_opgrad')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: ux_d, uy_d, uz_d, u_d
       type(c_ptr), value :: dx_d, dy_d, dz_d
       type(c_ptr), value :: drdx_d, dsdx_d, dtdx_d
       type(c_ptr), value :: drdy_d, dsdy_d, dtdy_d
       type(c_ptr), value :: drdz_d, dsdz_d, dtdz_d
       type(c_ptr), value :: w3_d
       integer(c_int) :: nel, lx
     end subroutine opencl_opgrad
  end interface
 
  interface
     real(c_rp) function opencl_cfl(dt, u_d, v_d, w_d, &
          drdx_d, dsdx_d, dtdx_d, drdy_d, dsdy_d, dtdy_d, &
          drdz_d, dsdz_d, dtdz_d, dr_inv_d, ds_inv_d, dt_inv_d, &
          jacinv_d, nel, lx) &
          bind(c, name = 'opencl_cfl')
       use, intrinsic :: iso_c_binding
       import c_rp
       type(c_ptr), value :: u_d, v_d, w_d, drdx_d, dsdx_d, dtdx_d
       type(c_ptr), value :: drdy_d, dsdy_d, dtdy_d, drdz_d, dsdz_d, dtdz_d
       type(c_ptr), value :: dr_inv_d, ds_inv_d, dt_inv_d, jacinv_d
       real(c_rp) :: dt
       integer(c_int) :: nel, lx
     end function opencl_cfl
  end interface
 
  interface
     subroutine opencl_lambda2(lambda2_d, u_d, v_d, w_d, &
          dx_d, dy_d, dz_d, &
          drdx_d, dsdx_d, dtdx_d, &
          drdy_d, dsdy_d, dtdy_d, &
          drdz_d, dsdz_d, dtdz_d, jacinv_d, nel, lx) &
          bind(c, name = 'opencl_lambda2')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: lambda2_d, u_d, v_d, w_d
       type(c_ptr), value :: dx_d, dy_d, dz_d
       type(c_ptr), value :: drdx_d, dsdx_d, dtdx_d
       type(c_ptr), value :: drdy_d, dsdy_d, dtdy_d
       type(c_ptr), value :: drdz_d, dsdz_d, dtdz_d
       type(c_ptr), value :: jacinv_d
       integer(c_int) :: nel, lx
     end subroutine opencl_lambda2
  end interface
 
  interface
     subroutine opencl_set_convect_rst(cr_d, cs_d, ct_d, cx_d, cy_d, cz_d, &
          drdx_d, dsdx_d, dtdx_d, drdy_d, dsdy_d, dtdy_d, drdz_d, dsdz_d, &
          dtdz_d, w3_d, nel, lx) bind(c, name = 'opencl_set_convect_rst')
       use, intrinsic :: iso_c_binding
       type(c_ptr), value :: cr_d, cs_d, ct_d
       type(c_ptr), value :: cx_d, cy_d, cz_d
       type(c_ptr), value :: drdx_d, dsdx_d, dtdx_d
       type(c_ptr), value :: drdy_d, dsdy_d, dtdy_d
       type(c_ptr), value :: drdz_d, dsdz_d, dtdz_d
       type(c_ptr), value :: w3_d
       integer(c_int) :: nel, lx
     end subroutine opencl_set_convect_rst
  end interface
 
#endif
 
contains
 
  subroutine opr_device_dudxyz(du, u, dr, ds, dt, coef)
    type(coef_t), intent(in), target :: coef
    real(kind=rp), dimension(coef%Xh%lx, coef%Xh%ly, &
         coef%Xh%lz, coef%msh%nelv), intent(inout) :: du
    real(kind=rp), dimension(coef%Xh%lx, coef%Xh%ly, &
         coef%Xh%lz, coef%msh%nelv), intent(in) :: u, dr, ds, dt
    type(c_ptr) :: du_d, u_d, dr_d, ds_d, dt_d
 
    du_d = device_get_ptr(du)
    u_d = device_get_ptr(u)
 
    dr_d = device_get_ptr(dr)
    ds_d = device_get_ptr(ds)
    dt_d = device_get_ptr(dt)
 
    associate(xh => coef%Xh, msh => coef%msh, dof => coef%dof)
#ifdef HAVE_HIP
      call hip_dudxyz(du_d, u_d, dr_d, ds_d, dt_d, &
           xh%dx_d, xh%dy_d, xh%dz_d, coef%jacinv_d, &
           msh%nelv, xh%lx)
#elif HAVE_CUDA
      call cuda_dudxyz(du_d, u_d, dr_d, ds_d, dt_d, &
           xh%dx_d, xh%dy_d, xh%dz_d, coef%jacinv_d, &
           msh%nelv, xh%lx)
#elif HAVE_OPENCL
      call opencl_dudxyz(du_d, u_d, dr_d, ds_d, dt_d, &
           xh%dx_d, xh%dy_d, xh%dz_d, coef%jacinv_d, &
           msh%nelv, xh%lx)
#else
      call neko_error('No device backend configured')
#endif
    end associate
 
  end subroutine opr_device_dudxyz
 
  subroutine opr_device_opgrad(ux, uy, uz, u, coef)
    type(coef_t), intent(in) :: coef
    real(kind=rp), dimension(coef%Xh%lxyz, coef%msh%nelv), intent(inout) :: ux
    real(kind=rp), dimension(coef%Xh%lxyz, coef%msh%nelv), intent(inout) :: uy
    real(kind=rp), dimension(coef%Xh%lxyz, coef%msh%nelv), intent(inout) :: uz
    real(kind=rp), dimension(coef%Xh%lxyz, coef%msh%nelv), intent(in) :: u
    type(c_ptr) :: ux_d, uy_d, uz_d, u_d
 
    ux_d = device_get_ptr(ux)
    uy_d = device_get_ptr(uy)
    uz_d = device_get_ptr(uz)
 
    u_d = device_get_ptr(u)
 
    associate(xh => coef%Xh, msh => coef%msh)
#ifdef HAVE_HIP
      call hip_opgrad(ux_d, uy_d, uz_d, u_d, &
           xh%dx_d, xh%dy_d, xh%dz_d, &
           coef%drdx_d, coef%dsdx_d, coef%dtdx_d, &
           coef%drdy_d, coef%dsdy_d, coef%dtdy_d, &
           coef%drdz_d, coef%dsdz_d, coef%dtdz_d, &
           xh%w3_d, msh%nelv, xh%lx)
#elif HAVE_CUDA
      call cuda_opgrad(ux_d, uy_d, uz_d, u_d, &
           xh%dx_d, xh%dy_d, xh%dz_d, &
           coef%drdx_d, coef%dsdx_d, coef%dtdx_d, &
           coef%drdy_d, coef%dsdy_d, coef%dtdy_d, &
           coef%drdz_d, coef%dsdz_d, coef%dtdz_d, &
           xh%w3_d, msh%nelv, xh%lx)
#elif HAVE_OPENCL
      call opencl_opgrad(ux_d, uy_d, uz_d, u_d, &
           xh%dx_d, xh%dy_d, xh%dz_d, &
           coef%drdx_d, coef%dsdx_d, coef%dtdx_d, &
           coef%drdy_d, coef%dsdy_d, coef%dtdy_d, &
           coef%drdz_d, coef%dsdz_d, coef%dtdz_d, &
           xh%w3_d, msh%nelv, xh%lx)
#else
      call neko_error('No device backend configured')
#endif
    end associate
 
  end subroutine opr_device_opgrad
  subroutine opr_device_lambda2(lambda2, u, v, w, coef)
    type(coef_t), intent(in) :: coef
    type(field_t), intent(inout) :: lambda2
    type(field_t), intent(in) :: u, v, w
#ifdef HAVE_HIP
    call hip_lambda2(lambda2%x_d,u%x_d,v%x_d,w%x_d, &
         coef%Xh%dx_d, coef%Xh%dy_d, coef%Xh%dz_d, &
         coef%drdx_d, coef%dsdx_d, coef%dtdx_d, &
         coef%drdy_d, coef%dsdy_d, coef%dtdy_d, &
         coef%drdz_d, coef%dsdz_d, coef%dtdz_d, &
         coef%jacinv_d, coef%msh%nelv, coef%Xh%lx)
#elif HAVE_CUDA
    call cuda_lambda2(lambda2%x_d,u%x_d,v%x_d,w%x_d, &
         coef%Xh%dx_d, coef%Xh%dy_d, coef%Xh%dz_d, &
         coef%drdx_d, coef%dsdx_d, coef%dtdx_d, &
         coef%drdy_d, coef%dsdy_d, coef%dtdy_d, &
         coef%drdz_d, coef%dsdz_d, coef%dtdz_d, &
         coef%jacinv_d, coef%msh%nelv, coef%Xh%lx)
#elif HAVE_OPENCL
    call opencl_lambda2(lambda2%x_d,u%x_d,v%x_d,w%x_d, &
         coef%Xh%dx_d, coef%Xh%dy_d, coef%Xh%dz_d, &
         coef%drdx_d, coef%dsdx_d, coef%dtdx_d, &
         coef%drdy_d, coef%dsdy_d, coef%dtdy_d, &
         coef%drdz_d, coef%dsdz_d, coef%dtdz_d, &
         coef%jacinv_d, coef%msh%nelv, coef%Xh%lx)
#else
    call neko_error('No device backend configured')
#endif
  end subroutine opr_device_lambda2
 
  subroutine opr_device_cdtp(dtx, x, dr, ds, dt, coef)
    type(coef_t), intent(in) :: coef
    real(kind=rp), dimension(coef%Xh%lxyz, coef%msh%nelv), intent(inout) :: dtx
    real(kind=rp), dimension(coef%Xh%lxyz, coef%msh%nelv), intent(inout) :: x
    real(kind=rp), dimension(coef%Xh%lxyz, coef%msh%nelv), intent(in) :: dr
    real(kind=rp), dimension(coef%Xh%lxyz, coef%msh%nelv), intent(in) :: ds
    real(kind=rp), dimension(coef%Xh%lxyz, coef%msh%nelv), intent(in) :: dt
    type(c_ptr) :: dtx_d, x_d, dr_d, ds_d, dt_d
 
    dtx_d = device_get_ptr(dtx)
    x_d = device_get_ptr(x)
 
    dr_d = device_get_ptr(dr)
    ds_d = device_get_ptr(ds)
    dt_d = device_get_ptr(dt)
 
    associate(xh => coef%Xh, msh => coef%msh, dof => coef%dof)
#ifdef HAVE_HIP
      call hip_cdtp(dtx_d, x_d, dr_d, ds_d, dt_d, &
           xh%dxt_d, xh%dyt_d, xh%dzt_d, xh%w3_d, &
           msh%nelv, xh%lx)
#elif HAVE_CUDA
      call cuda_cdtp(dtx_d, x_d, dr_d, ds_d, dt_d, &
           xh%dxt_d, xh%dyt_d, xh%dzt_d, xh%w3_d, &
           msh%nelv, xh%lx)
#elif HAVE_OPENCL
      call opencl_cdtp(dtx_d, x_d, dr_d, ds_d, dt_d, &
           xh%dxt_d, xh%dyt_d, xh%dzt_d, xh%w3_d, &
           msh%nelv, xh%lx)
#else
      call neko_error('No device backend configured')
#endif
    end associate
 
  end subroutine opr_device_cdtp
 
  subroutine opr_device_conv1(du, u, vx, vy, vz, Xh, coef, nelv, gdim)
    type(space_t), intent(in) :: xh
    type(coef_t), intent(in) :: coef
    integer, intent(in) :: nelv, gdim
    real(kind=rp), intent(inout) :: du(xh%lxyz, nelv)
    real(kind=rp), intent(inout), dimension(Xh%lx, Xh%ly, Xh%lz, nelv) :: u
    real(kind=rp), intent(inout), dimension(Xh%lx, Xh%ly, Xh%lz, nelv) :: vx
    real(kind=rp), intent(inout), dimension(Xh%lx, Xh%ly, Xh%lz, nelv) :: vy
    real(kind=rp), intent(inout), dimension(Xh%lx, Xh%ly, Xh%lz, nelv) :: vz
    type(c_ptr) :: du_d, u_d, vx_d, vy_d, vz_d
 
    du_d = device_get_ptr(du)
    u_d = device_get_ptr(u)
 
    vx_d = device_get_ptr(vx)
    vy_d = device_get_ptr(vy)
    vz_d = device_get_ptr(vz)
 
    associate(xh => coef%Xh, msh => coef%msh, dof => coef%dof)
#ifdef HAVE_HIP
      call hip_conv1(du_d, u_d, vx_d, vy_d, vz_d, &
           xh%dx_d, xh%dy_d, xh%dz_d, &
           coef%drdx_d, coef%dsdx_d, coef%dtdx_d, &
           coef%drdy_d, coef%dsdy_d, coef%dtdy_d, &
           coef%drdz_d, coef%dsdz_d, coef%dtdz_d, &
           coef%jacinv_d, msh%nelv, msh%gdim, xh%lx)
#elif HAVE_CUDA
      call cuda_conv1(du_d, u_d, vx_d, vy_d, vz_d, &
           xh%dx_d, xh%dy_d, xh%dz_d, &
           coef%drdx_d, coef%dsdx_d, coef%dtdx_d, &
           coef%drdy_d, coef%dsdy_d, coef%dtdy_d, &
           coef%drdz_d, coef%dsdz_d, coef%dtdz_d, &
           coef%jacinv_d, msh%nelv, msh%gdim, xh%lx)
#elif HAVE_OPENCL
      call opencl_conv1(du_d, u_d, vx_d, vy_d, vz_d, &
           xh%dx_d, xh%dy_d, xh%dz_d, &
           coef%drdx_d, coef%dsdx_d, coef%dtdx_d, &
           coef%drdy_d, coef%dsdy_d, coef%dtdy_d, &
           coef%drdz_d, coef%dsdz_d, coef%dtdz_d, &
           coef%jacinv_d, msh%nelv, msh%gdim, xh%lx)
#else
      call neko_error('No device backend configured')
#endif
    end associate
 
  end subroutine opr_device_conv1
 
  subroutine opr_device_convect_scalar(du, u_d, cr_d, cs_d, ct_d, &
            Xh_GLL, Xh_GL, coef_GLL, coef_GL, GLL_to_GL)
    type(space_t), intent(in) :: xh_gl
    type(space_t), intent(in) :: xh_gll
    type(coef_t), intent(in) :: coef_gll
    type(coef_t), intent(in) :: coef_gl
    type(interpolator_t), intent(inout) :: gll_to_gl
    real(kind=rp), intent(inout) :: &
                   du(xh_gll%lx, xh_gll%ly, xh_gll%lz, coef_gl%msh%nelv)
    type(c_ptr) :: cr_d, cs_d, ct_d, u_d
    real(kind=rp) :: ud(xh_gl%lx*xh_gl%lx*xh_gl%lx)
    type(c_ptr) :: du_d, ud_d
    integer :: n_gl, n_gll
 
    n_gll = coef_gl%msh%nelv * xh_gl%lxyz
    n_gll = coef_gl%msh%nelv * xh_gll%lxyz
 
    call device_map(ud, ud_d, n_gl)
 
    du_d = device_get_ptr(du)
 
    associate(xh => xh_gl, nelv => coef_gl%msh%nelv, lx => xh_gl%lx)
#ifdef HAVE_HIP
      call hip_convect_scalar(ud_d, u_d, cr_d, cs_d, ct_d, &
           xh%dx_d, xh%dy_d, xh%dz_d, nelv, lx)
#elif HAVE_CUDA
      call cuda_convect_scalar(ud_d, u_d, cr_d, cs_d, ct_d, &
           xh%dx_d, xh%dy_d, xh%dz_d, nelv, lx)
#elif HAVE_OPENCL
      call opencl_convect_scalar(ud_d, u_d, cr_d, cs_d, ct_d, &
           xh%dx_d, xh%dy_d, xh%dz_d, nelv, lx)
#else
      call neko_error('No device backend configured')
#endif
 
      call gll_to_gl%map(du, ud, nelv, xh_gll)
      call coef_gll%gs_h%op(du, n_gll, gs_op_add)
      call device_col2(du_d, coef_gll%Binv_d, n_gll)
 
    end associate
 
    call device_free(ud_d)
 
  end subroutine opr_device_convect_scalar
 
  subroutine opr_device_curl(w1, w2, w3, u1, u2, u3, work1, work2, c_Xh, event)
    type(field_t), intent(inout) :: w1
    type(field_t), intent(inout) :: w2
    type(field_t), intent(inout) :: w3
    type(field_t), intent(in) :: u1
    type(field_t), intent(in) :: u2
    type(field_t), intent(in) :: u3
    type(field_t), intent(inout) :: work1
    type(field_t), intent(inout) :: work2
    type(coef_t), intent(in) :: c_xh
    type(c_ptr), optional, intent(inout) :: event
    integer :: gdim, n, nelv
 
    n = w1%dof%size()
    gdim = c_xh%msh%gdim
    nelv = c_xh%msh%nelv
 
    !     this%work1=dw/dy ; this%work2=dv/dz
#if defined(HAVE_HIP) || defined(HAVE_CUDA) || defined(HAVE_OPENCL)
#ifdef HAVE_HIP
    call hip_dudxyz(work1%x_d, u3%x_d, &
         c_xh%drdy_d, c_xh%dsdy_d, c_xh%dtdy_d,&
         c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
         c_xh%jacinv_d, nelv, c_xh%Xh%lx)
#elif HAVE_CUDA
    call cuda_dudxyz(work1%x_d, u3%x_d, &
         c_xh%drdy_d, c_xh%dsdy_d, c_xh%dtdy_d,&
         c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
         c_xh%jacinv_d, nelv, c_xh%Xh%lx)
#elif HAVE_OPENCL
    call opencl_dudxyz(work1%x_d, u3%x_d, &
         c_xh%drdy_d, c_xh%dsdy_d, c_xh%dtdy_d,&
         c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
         c_xh%jacinv_d, nelv, c_xh%Xh%lx)
#endif
    if (gdim .eq. 3) then
#ifdef HAVE_HIP
       call hip_dudxyz(work2%x_d, u2%x_d, &
            c_xh%drdz_d, c_xh%dsdz_d, c_xh%dtdz_d,&
            c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
            c_xh%jacinv_d, nelv, c_xh%Xh%lx)
#elif HAVE_CUDA
       call cuda_dudxyz(work2%x_d, u2%x_d, &
            c_xh%drdz_d, c_xh%dsdz_d, c_xh%dtdz_d,&
            c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
            c_xh%jacinv_d, nelv, c_xh%Xh%lx)
#elif HAVE_OPENCL
       call opencl_dudxyz(work2%x_d, u2%x_d, &
            c_xh%drdz_d, c_xh%dsdz_d, c_xh%dtdz_d,&
            c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
            c_xh%jacinv_d, nelv, c_xh%Xh%lx)
#endif
       call device_sub3(w1%x_d, work1%x_d, work2%x_d, n)
    else
       call device_copy(w1%x_d, work1%x_d, n)
    endif
    !     this%work1=du/dz ; this%work2=dw/dx
    if (gdim .eq. 3) then
#ifdef HAVE_HIP
       call hip_dudxyz(work1%x_d, u1%x_d, &
            c_xh%drdz_d, c_xh%dsdz_d, c_xh%dtdz_d,&
            c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
            c_xh%jacinv_d, nelv, c_xh%Xh%lx)
       call hip_dudxyz(work2%x_d, u3%x_d, &
            c_xh%drdx_d, c_xh%dsdx_d, c_xh%dtdx_d,&
            c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
            c_xh%jacinv_d, nelv, c_xh%Xh%lx)
#elif HAVE_CUDA
       call cuda_dudxyz(work1%x_d, u1%x_d, &
            c_xh%drdz_d, c_xh%dsdz_d, c_xh%dtdz_d,&
            c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
            c_xh%jacinv_d, nelv, c_xh%Xh%lx)
       call cuda_dudxyz(work2%x_d, u3%x_d, &
            c_xh%drdx_d, c_xh%dsdx_d, c_xh%dtdx_d,&
            c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
            c_xh%jacinv_d, nelv, c_xh%Xh%lx)
#elif HAVE_OPENCL
       call opencl_dudxyz(work1%x_d, u1%x_d, &
            c_xh%drdz_d, c_xh%dsdz_d, c_xh%dtdz_d,&
            c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
            c_xh%jacinv_d, nelv, c_xh%Xh%lx)
       call opencl_dudxyz(work2%x_d, u3%x_d, &
            c_xh%drdx_d, c_xh%dsdx_d, c_xh%dtdx_d,&
            c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
            c_xh%jacinv_d, nelv, c_xh%Xh%lx)
#endif
       call device_sub3(w2%x_d, work1%x_d, work2%x_d, n)
    else
       call device_rzero (work1%x_d, n)
#ifdef HAVE_HIP
       call hip_dudxyz(work2%x_d, u3%x_d, &
            c_xh%drdx_d, c_xh%dsdx_d, c_xh%dtdx_d,&
            c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
            c_xh%jacinv_d, nelv, c_xh%Xh%lx)
#elif HAVE_CUDA
       call cuda_dudxyz(work2%x_d, u3%x_d, &
            c_xh%drdx_d, c_xh%dsdx_d, c_xh%dtdx_d,&
            c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
            c_xh%jacinv_d, nelv, c_xh%Xh%lx)
#elif HAVE_OPENCL
       call opencl_dudxyz(work2%x_d, u3%x_d, &
            c_xh%drdx_d, c_xh%dsdx_d, c_xh%dtdx_d,&
            c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
            c_xh%jacinv_d, nelv, c_xh%Xh%lx)
#endif
       call device_sub3(w2%x_d, work1%x_d, work2%x_d, n)
    endif
    !     this%work1=dv/dx ; this%work2=du/dy
#ifdef HAVE_HIP
    call hip_dudxyz(work1%x_d, u2%x_d, &
         c_xh%drdx_d, c_xh%dsdx_d, c_xh%dtdx_d,&
         c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
         c_xh%jacinv_d, nelv, c_xh%Xh%lx)
    call hip_dudxyz(work2%x_d, u1%x_d, &
         c_xh%drdy_d, c_xh%dsdy_d, c_xh%dtdy_d,&
         c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
         c_xh%jacinv_d, nelv, c_xh%Xh%lx)
#elif HAVE_CUDA
    call cuda_dudxyz(work1%x_d, u2%x_d, &
         c_xh%drdx_d, c_xh%dsdx_d, c_xh%dtdx_d,&
         c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
         c_xh%jacinv_d, nelv, c_xh%Xh%lx)
    call cuda_dudxyz(work2%x_d, u1%x_d, &
         c_xh%drdy_d, c_xh%dsdy_d, c_xh%dtdy_d,&
         c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
         c_xh%jacinv_d, nelv, c_xh%Xh%lx)
#elif HAVE_OPENCL
    call opencl_dudxyz(work1%x_d, u2%x_d, &
         c_xh%drdx_d, c_xh%dsdx_d, c_xh%dtdx_d,&
         c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
         c_xh%jacinv_d, nelv, c_xh%Xh%lx)
    call opencl_dudxyz(work2%x_d, u1%x_d, &
         c_xh%drdy_d, c_xh%dsdy_d, c_xh%dtdy_d,&
         c_xh%Xh%dx_d, c_xh%Xh%dy_d, c_xh%Xh%dz_d, &
         c_xh%jacinv_d, nelv, c_xh%Xh%lx)
#endif
    call device_sub3(w3%x_d, work1%x_d, work2%x_d, n)
    !!    BC dependent, Needs to change if cyclic
 
    call device_opcolv(w1%x_d, w2%x_d, w3%x_d, c_xh%B_d, gdim, n)
 
    if (present(event)) then
       if(c_xh%cyclic) call opr_device_rotate_cyc_r4(w1%x, w2%x, w3%x, 1, c_xh)
       call c_xh%gs_h%op(w1, gs_op_add, event)
       call device_event_sync(event)
       call c_xh%gs_h%op(w2, gs_op_add, event)
       call device_event_sync(event)
       call c_xh%gs_h%op(w3, gs_op_add, event)
       call device_event_sync(event)
       if(c_xh%cyclic) call opr_device_rotate_cyc_r4(w1%x, w2%x, w3%x, 0, c_xh)
    else
       if(c_xh%cyclic) call opr_device_rotate_cyc_r4(w1%x, w2%x, w3%x, 1, c_xh)
       call c_xh%gs_h%op(w1, gs_op_add)
       call c_xh%gs_h%op(w2, gs_op_add)
       call c_xh%gs_h%op(w3, gs_op_add)
       if(c_xh%cyclic) call opr_device_rotate_cyc_r4(w1%x, w2%x, w3%x, 0, c_xh)
    end if
 
    call device_opcolv(w1%x_d, w2%x_d, w3%x_d, c_xh%Binv_d, gdim, n)
 
#else
    call neko_error('No device backend configured')
#endif
 
  end subroutine opr_device_curl
 
  function opr_device_cfl(dt, u, v, w, Xh, coef, nelv, gdim) result(cfl)
    type(space_t) :: xh
    type(coef_t) :: coef
    integer :: nelv, gdim
    real(kind=rp) :: dt
    real(kind=rp), dimension(Xh%lx, Xh%ly, Xh%lz, nelv) :: u, v, w
    real(kind=rp) :: cfl
    type(c_ptr) :: u_d, v_d, w_d
 
    u_d = device_get_ptr(u)
    v_d = device_get_ptr(v)
    w_d = device_get_ptr(w)
 
#ifdef HAVE_HIP
    cfl = hip_cfl(dt, u_d, v_d, w_d, &
         coef%drdx_d, coef%dsdx_d, coef%dtdx_d, &
         coef%drdy_d, coef%dsdy_d, coef%dtdy_d, &
         coef%drdz_d, coef%dsdz_d, coef%dtdz_d, &
         xh%dr_inv_d, xh%ds_inv_d, xh%dt_inv_d, &
         coef%jacinv_d, nelv, xh%lx)
#elif HAVE_CUDA
    cfl = cuda_cfl(dt, u_d, v_d, w_d, &
         coef%drdx_d, coef%dsdx_d, coef%dtdx_d, &
         coef%drdy_d, coef%dsdy_d, coef%dtdy_d, &
         coef%drdz_d, coef%dsdz_d, coef%dtdz_d, &
         xh%dr_inv_d, xh%ds_inv_d, xh%dt_inv_d, &
         coef%jacinv_d, nelv, xh%lx)
#elif HAVE_OPENCL
    cfl = opencl_cfl(dt, u_d, v_d, w_d, &
         coef%drdx_d, coef%dsdx_d, coef%dtdx_d, &
         coef%drdy_d, coef%dsdy_d, coef%dtdy_d, &
         coef%drdz_d, coef%dsdz_d, coef%dtdz_d, &
         xh%dr_inv_d, xh%ds_inv_d, xh%dt_inv_d, &
         coef%jacinv_d, nelv, xh%lx)
#else
    cfl = 0.0_rp
    call neko_error('No device backend configured')
#endif
  end function opr_device_cfl
 
  subroutine opr_device_rotate_cyc_r1(vx, vy, vz, idir, coef)
    type(coef_t) :: coef
    integer :: idir, ncyc
    real(rp), dimension(coef%Xh%lx*coef%Xh%ly*coef%Xh%lz*coef%msh%nelv) :: &
               vx, vy, vz
    type(c_ptr) :: vx_d, vy_d, vz_d
 
    vx_d = device_get_ptr(vx)
    vy_d = device_get_ptr(vy)
    vz_d = device_get_ptr(vz)
    ncyc = coef%cyc_msk(0) - 1
 
#ifdef HAVE_HIP
    call hip_rotate_cyc(vx_d, vy_d, vz_d, &
         coef%dof%x_d, coef%dof%y_d, coef%dof%z_d, &
         coef%cyc_msk_d, coef%R11_d, coef%R12_d, &
         ncyc, idir)
#elif HAVE_CUDA
    call cuda_rotate_cyc(vx_d, vy_d, vz_d, &
          coef%dof%x_d, coef%dof%y_d, coef%dof%z_d, &
          coef%cyc_msk_d, coef%R11_d, coef%R12_d, &
          ncyc, idir)
#elif HAVE_OPENCL
 
    call neko_error('No device backend configured for rotate_cyc')
#else
    call neko_error('No device backend configured for rotate_cyc')
#endif
  end subroutine opr_device_rotate_cyc_r1
 
  subroutine opr_device_rotate_cyc_r4(vx, vy, vz, idir, coef)
    type(coef_t) :: coef
    integer :: idir, ncyc
    real(rp), dimension(coef%Xh%lx, coef%Xh%ly, coef%Xh%lz, coef%msh%nelv) :: &
              vx, vy, vz
    type(c_ptr) :: vx_d, vy_d, vz_d
 
    vx_d = device_get_ptr(vx)
    vy_d = device_get_ptr(vy)
    vz_d = device_get_ptr(vz)
    ncyc = coef%cyc_msk(0) - 1
 
#ifdef HAVE_HIP
    call hip_rotate_cyc(vx_d, vy_d, vz_d, &
         coef%dof%x_d, coef%dof%y_d, coef%dof%z_d, &
         coef%cyc_msk_d, coef%R11_d, coef%R12_d, &
         ncyc, idir)
#elif HAVE_CUDA
    call cuda_rotate_cyc(vx_d, vy_d, vz_d, &
          coef%dof%x_d, coef%dof%y_d, coef%dof%z_d, &
          coef%cyc_msk_d, coef%R11_d, coef%R12_d, &
          ncyc, idir)
#elif HAVE_OPENCL
 
    call neko_error('No device backend configured for rotate_cyc')
#else
    call neko_error('No device backend configured for rotate_cyc')
#endif
  end subroutine opr_device_rotate_cyc_r4
 
  subroutine opr_device_set_convect_rst(cr_d, cs_d, ct_d, cx_d, cy_d, cz_d, &
            Xh, coef)
    type(space_t), intent(inout) :: xh
    type(coef_t), intent(inout) :: coef
    type(c_ptr) :: cr_d, cs_d, ct_d, cx_d, cy_d, cz_d
 
#ifdef HAVE_HIP
    call hip_set_convect_rst(cr_d, cs_d, ct_d, cx_d, cy_d, cz_d, &
           coef%drdx_d, coef%dsdx_d, coef%dtdx_d, &
           coef%drdy_d, coef%dsdy_d, coef%dtdy_d, &
           coef%drdz_d, coef%dsdz_d, coef%dtdz_d, &
           xh%w3_d, coef%msh%nelv, xh%lx)
#elif HAVE_CUDA
    call cuda_set_convect_rst(cr_d, cs_d, ct_d, cx_d, cy_d, cz_d, &
           coef%drdx_d, coef%dsdx_d, coef%dtdx_d, &
           coef%drdy_d, coef%dsdy_d, coef%dtdy_d, &
           coef%drdz_d, coef%dsdz_d, coef%dtdz_d, &
           xh%w3_d, coef%msh%nelv, xh%lx)
#elif HAVE_OPENCL
    call opencl_set_convect_rst(cr_d, cs_d, ct_d, cx_d, cy_d, cz_d, &
           coef%drdx_d, coef%dsdx_d, coef%dtdx_d, &
           coef%drdy_d, coef%dsdy_d, coef%dtdy_d, &
           coef%drdz_d, coef%dsdz_d, coef%dtdz_d, &
           xh%w3_d, coef%msh%nelv, xh%lx)
#else
    call neko_error('No device backend configured')
#endif
 
  end subroutine opr_device_set_convect_rst
 
end module opr_device