fix buildkite run so that unit tests run on GPU #739

kmdeck · 2024-08-27T18:01:12Z

Purpose

Some of our buildkite runs were not running on GPU. Update buildkite so that they are.

closes #860

To-do

Fix bug in experiments/integrated/performance/profile_allocations.jl. Note that the same code runs on the Clima cluster on GPU. This is the error message:

(base) [kdeck@hpc-22-32 ClimaLand.jl]$ julia --project=.buildkite  experiments/integrated/performance/profile_allocations.jl
[ Info: ProfileCanvas found, running with profiler
ERROR: LoadError: InvalidIRError: compiling MethodInstance for ClimaCoreCUDAExt.knl_copyto!(::ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CUDA.CuDeviceArray{Float64, 5, 1}}, ::Base.Broadcast.Broadcasted{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CUDA.CuArray{Float64, N, CUDA.DeviceMemory} where N}, NTuple{5, Base.OneTo{Int64}}, typeof(ClimaCore.RecursiveApply.radd), Tuple{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CUDA.CuDeviceArray{Float64, 5, 1}}, Base.Broadcast.Broadcasted{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CUDA.CuArray{Float64, N, CUDA.DeviceMemory} where N}, Nothing, typeof(ClimaCore.RecursiveApply.rsub), Tuple{Base.Broadcast.Broadcasted{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CUDA.CuArray{Float64, N, CUDA.DeviceMemory} where N}, Nothing, typeof(phase_change_source), Tuple{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CUDA.CuDeviceArray{Float64, 5, 1}}, ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CUDA.CuDeviceArray{Float64, 5, 1}}, ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CUDA.CuDeviceArray{Float64, 5, 1}}, Base.Broadcast.Broadcasted{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CUDA.CuArray{Float64, N, CUDA.DeviceMemory} where N}, Nothing, typeof(thermal_time), Tuple{Base.Broadcast.Broadcasted{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CUDA.CuArray{Float64, N, CUDA.DeviceMemory} where N}, Nothing, typeof(volumetric_heat_capacity), Tuple{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CUDA.CuDeviceArray{Float64, 5, 1}}, ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CUDA.CuDeviceArray{Float64, 5, 1}}, Float64, Tuple{ClimaLand.Parameters.LandParameters{Float64, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}, SurfaceFluxes.Parameters.SurfaceFluxesParameters{Float64, SurfaceFluxes.UniversalFunctions.BusingerParams{Float64}, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}}, Insolation.Parameters.InsolationParameters{Float64}}}}}, ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, SubArray{Float64, 5, CUDA.CuDeviceArray{Float64, 5, 1}, Tuple{Base.Slice{Base.OneTo{Int64}}, Base.Slice{Base.OneTo{Int64}}, Base.Slice{Base.OneTo{Int64}}, UnitRange{Int64}, Base.Slice{Base.OneTo{Int64}}}, false}}, ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CUDA.CuDeviceArray{Float64, 5, 1}}}}, Float64, Float64, Tuple{vanGenuchten{Float64}}, Tuple{ClimaLand.Parameters.LandParameters{Float64, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}, SurfaceFluxes.Parameters.SurfaceFluxesParameters{Float64, SurfaceFluxes.UniversalFunctions.BusingerParams{Float64}, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}}, Insolation.Parameters.InsolationParameters{Float64}}}}}}}}}) resulted in invalid LLVM IR
Reason: unsupported dynamic function invocation (call to getindex(t::Tuple, i::Int64) @ Base tuple.jl:31)
Stacktrace:
 [1] _getindex (repeats 7 times)
   @ ./broadcast.jl:705
 [2] _broadcast_getindex
   @ ./broadcast.jl:681
 [3] _getindex
   @ ./broadcast.jl:706
 [4] _broadcast_getindex
   @ ./broadcast.jl:681
 [5] _getindex
   @ ./broadcast.jl:706
 [6] _getindex
   @ ./broadcast.jl:705
 [7] _broadcast_getindex
   @ ./broadcast.jl:681
 [8] getindex
   @ ./broadcast.jl:636
 [9] knl_copyto!
   @ ~/.julia/packages/ClimaCore/Zoz8z/ext/cuda/data_layouts_copyto.jl:13
Reason: unsupported dynamic function invocation (call to matric_potential)
Stacktrace:
  [1] phase_change_source
    @ /central/home/kdeck/ClimaLand.jl/src/standalone/Soil/soil_heat_parameterizations.jl:65

/central/home/kdeck/ClimaLand.jl/src/standalone/Soil/soil_heat_parameterizations.jl:65:

function phase_change_source(
    θ_l::FT,
    θ_i::FT,
    T::FT,
    τ::FT,
    ν::FT,
    θ_r::FT,
    hydrology_cm::C,
    earth_param_set::EP,
) where {FT, EP, C}
    _ρ_i = FT(LP.ρ_cloud_ice(earth_param_set))
    _ρ_l = FT(LP.ρ_cloud_liq(earth_param_set))
    _LH_f0 = FT(LP.LH_f0(earth_param_set))
    _T_freeze = FT(LP.T_freeze(earth_param_set))
    _grav = FT(LP.grav(earth_param_set))
    # According to Dall'Amico (text above equation 1), ψw0 corresponds
    # to the matric potential corresponding to the total water content (liquid and ice).
    θtot = min(_ρ_i / _ρ_l * θ_i + θ_l, ν)
    # This is consistent with Equation (22) of Dall'Amico
    ψw0 = matric_potential(hydrology_cm, effective_saturation(ν, θtot, θ_r)) # <---- Line 65

    ψT = _LH_f0 / _T_freeze / _grav * (T - _T_freeze) * heaviside(_T_freeze - T)
    # Equation (23) of Dall'Amico
    θstar = inverse_matric_potential(hydrology_cm, ψw0 + ψT) * (ν - θ_r) + θ_r

    return (θ_l - θstar) / τ
end

Called by:

    params = model.parameters
    (; ν, ρc_ds, θ_r, hydrology_cm, earth_param_set) = params
    _ρ_l = FT(LP.ρ_cloud_liq(earth_param_set))
    _ρ_i = FT(LP.ρ_cloud_ice(earth_param_set))
    Δz = model.domain.fields.Δz # center face distance
    @. dY.soil.ϑ_l +=
        -phase_change_source(
            p.soil.θ_l,
            Y.soil.θ_i,
            p.soil.T,
            thermal_time(
                volumetric_heat_capacity(
                    p.soil.θ_l,
                    Y.soil.θ_i,
                    ρc_ds,
                    earth_param_set,
                ),
                Δz,
                p.soil.κ,
            ),
            ν,
            θ_r,
            hydrology_cm,
            earth_param_set,
        )

Note that typeof(hydrology_cm) <: AbstractSoilHydrologyClosure and we have set Base.broadcastable(x::AbstractSoilHydrologyClosure) = tuple(x)

Content

I have read and checked the items on the review checklist.

kmdeck · 2024-09-19T00:11:56Z

@charleskawczynski do you have any ideas about the bug up above? I can reproduce the error, and I tried added more parametric types to the phase_change_source function:

function phase_change_source(
    θ_l::FT,
    θ_i::FT,
    T::FT,
    τ::FT,
    ν::FT,
    θ_r::FT,
    hydrology_cm::C,
    earth_param_set::EP,
) where {FT, EP <: ClimaLand.Parameters.LandParameters{FT}, C<:AbstractSoilHydrologyClosure}

Im trying to use @code_warntype in the REPL but am not clearly seeing any "Any" pop up:


julia> function test(Y, p, params, model)
           params = model.parameters
           (; ν, ρc_ds, θ_r, hydrology_cm, earth_param_set) = params
           _ρ_l = FT(LP.ρ_cloud_liq(earth_param_set))
           _ρ_i = FT(LP.ρ_cloud_ice(earth_param_set))
           Δz = model.domain.fields.Δz # center face distance;
       @. -ClimaLand.Soil.phase_change_source(p.soil.θ_l,
                          Y.soil.θ_i,
                          p.soil.T,
                          ClimaLand.Soil.thermal_time(
                              ClimaLand.Soil.volumetric_heat_capacity(
                                  p.soil.θ_l,
                                  Y.soil.θ_i,
                                  ρc_ds,
                                  earth_param_set,
                              ),
                              Δz,
                              p.soil.κ,
                          ),
                          ν,
                          θ_r,
                          hydrology_cm,
                          earth_param_set,
                      )

       end
test (generic function with 3 methods)

julia> test(Y,p,params,model)
ERROR: InvalidIRError: compiling MethodInstance for ClimaCoreCUDAExt.knl_copyto!(::ClimaCore.DataLayouts.VIJFH{…}, ::Base.Broadcast.Broadcasted{…}) resulted in invalid LLVM IR
Reason: unsupported dynamic function invocation (call to getindex(t::Tuple, i::Int64) @ Base tuple.jl:31)
Stacktrace:
 [1] _getindex (repeats 7 times)
   @ ./broadcast.jl:705
 [2] _broadcast_getindex
   @ ./broadcast.jl:681
 [3] _getindex
   @ ./broadcast.jl:706
 [4] _broadcast_getindex
   @ ./broadcast.jl:681
 [5] getindex
   @ ./broadcast.jl:636
 [6] knl_copyto!
   @ ~/.julia/packages/ClimaCore/Zoz8z/ext/cuda/data_layouts_copyto.jl:13
Reason: unsupported dynamic function invocation (call to phase_change_source)
Stacktrace:
 [1] _broadcast_getindex_evalf
   @ ./broadcast.jl:709
 [2] _broadcast_getindex
   @ ./broadcast.jl:682
 [3] _getindex
   @ ./broadcast.jl:706
 [4] _broadcast_getindex
   @ ./broadcast.jl:681
 [5] getindex
   @ ./broadcast.jl:636
 [6] knl_copyto!
   @ ~/.julia/packages/ClimaCore/Zoz8z/ext/cuda/data_layouts_copyto.jl:13
Hint: catch this exception as `err` and call `code_typed(err; interactive = true)` to introspect the erronous code with Cthulhu.jl
Stacktrace:
  [1] check_ir(job::GPUCompiler.CompilerJob{GPUCompiler.PTXCompilerTarget, CUDA.CUDACompilerParams}, args::LLVM.Module)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/validation.jl:147
  [2] macro expansion
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:458 [inlined]
  [3] macro expansion
    @ ~/.julia/packages/TimerOutputs/Lw5SP/src/TimerOutput.jl:253 [inlined]
  [4] macro expansion
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:457 [inlined]
  [5] emit_llvm(job::GPUCompiler.CompilerJob; libraries::Bool, toplevel::Bool, optimize::Bool, cleanup::Bool, only_entry::Bool, validate::Bool)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/utils.jl:103
  [6] emit_llvm
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/utils.jl:97 [inlined]
  [7] codegen(output::Symbol, job::GPUCompiler.CompilerJob; libraries::Bool, toplevel::Bool, optimize::Bool, cleanup::Bool, strip::Bool, validate::Bool, only_entry::Bool, parent_job::Nothing)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:136
  [8] codegen
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:115 [inlined]
  [9] compile(target::Symbol, job::GPUCompiler.CompilerJob; libraries::Bool, toplevel::Bool, optimize::Bool, cleanup::Bool, strip::Bool, validate::Bool, only_entry::Bool)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:111
 [10] compile
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:103 [inlined]
 [11] #1145
    @ ~/.julia/packages/CUDA/Tl08O/src/compiler/compilation.jl:254 [inlined]
 [12] JuliaContext(f::CUDA.var"#1145#1148"{GPUCompiler.CompilerJob{GPUCompiler.PTXCompilerTarget, CUDA.CUDACompilerParams}}; kwargs::@Kwargs{})
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:52
 [13] JuliaContext(f::Function)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:42
 [14] compile(job::GPUCompiler.CompilerJob)
    @ CUDA ~/.julia/packages/CUDA/Tl08O/src/compiler/compilation.jl:253
 [15] actual_compilation(cache::Dict{…}, src::Core.MethodInstance, world::UInt64, cfg::GPUCompiler.CompilerConfig{…}, compiler::typeof(CUDA.compile), linker::typeof(CUDA.link))
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/execution.jl:237
 [16] cached_compilation(cache::Dict{…}, src::Core.MethodInstance, cfg::GPUCompiler.CompilerConfig{…}, compiler::Function, linker::Function)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/execution.jl:151
 [17] macro expansion
    @ ~/.julia/packages/CUDA/Tl08O/src/compiler/execution.jl:369 [inlined]
 [18] macro expansion
    @ ./lock.jl:267 [inlined]
 [19] cufunction(f::typeof(ClimaCoreCUDAExt.knl_copyto!), tt::Type{Tuple{ClimaCore.DataLayouts.VIJFH{…}, Base.Broadcast.Broadcasted{…}}}; kwargs::@Kwargs{always_inline::Bool})
    @ CUDA ~/.julia/packages/CUDA/Tl08O/src/compiler/execution.jl:364
 [20] cufunction
    @ ~/.julia/packages/CUDA/Tl08O/src/compiler/execution.jl:361 [inlined]
 [21] macro expansion
    @ ~/.julia/packages/CUDA/Tl08O/src/compiler/execution.jl:112 [inlined]
 [22] #auto_launch!#1
    @ ~/.julia/packages/ClimaCore/Zoz8z/ext/cuda/cuda_utils.jl:52 [inlined]
 [23] auto_launch! (repeats 2 times)
    @ ~/.julia/packages/ClimaCore/Zoz8z/ext/cuda/cuda_utils.jl:32 [inlined]
 [24] copyto!
    @ ~/.julia/packages/ClimaCore/Zoz8z/ext/cuda/data_layouts_copyto.jl:42 [inlined]
 [25] copyto!
    @ ~/.julia/packages/ClimaCore/Zoz8z/src/DataLayouts/copyto.jl:5 [inlined]
 [26] copyto!
    @ ~/.julia/packages/ClimaCore/Zoz8z/src/Fields/broadcast.jl:149 [inlined]
 [27] copy(bc::Base.Broadcast.Broadcasted{ClimaCore.Fields.FieldStyle{…}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{…}, typeof(ClimaCore.RecursiveApply.rsub), Tuple{…}})
    @ ClimaCore.Fields ~/.julia/packages/ClimaCore/Zoz8z/src/Fields/broadcast.jl:95
 [28] materialize(bc::Base.Broadcast.Broadcasted{ClimaCore.Fields.FieldStyle{ClimaCore.DataLayouts.VIJFHStyle{…}}, Nothing, typeof(ClimaCore.RecursiveApply.rsub), Tuple{Base.Broadcast.Broadcasted{…}}})
    @ Base.Broadcast ./broadcast.jl:903
 [29] test(Y::ClimaCore.Fields.FieldVector{…}, p::@NamedTuple{…}, params::EnergyHydrologyParameters{…}, model::EnergyHydrology{…})
    @ Main ./REPL[160]:7
 [30] top-level scope
    @ REPL[161]:1
Some type information was truncated. Use `show(err)` to see complete types.

julia> CUDA.@device_code_typed test(Y,p,params,model)
ERROR: InvalidIRError: compiling MethodInstance for ClimaCoreCUDAExt.knl_copyto!(::ClimaCore.DataLayouts.VIJFH{…}, ::Base.Broadcast.Broadcasted{…}) resulted in invalid LLVM IR
Reason: unsupported dynamic function invocation (call to getindex(t::Tuple, i::Int64) @ Base tuple.jl:31)
Stacktrace:
 [1] _getindex (repeats 7 times)
   @ ./broadcast.jl:705
 [2] _broadcast_getindex
   @ ./broadcast.jl:681
 [3] _getindex
   @ ./broadcast.jl:706
 [4] _broadcast_getindex
   @ ./broadcast.jl:681
 [5] getindex
   @ ./broadcast.jl:636
 [6] knl_copyto!
   @ ~/.julia/packages/ClimaCore/Zoz8z/ext/cuda/data_layouts_copyto.jl:13
Reason: unsupported dynamic function invocation (call to phase_change_source)
Stacktrace:
 [1] _broadcast_getindex_evalf
   @ ./broadcast.jl:709
 [2] _broadcast_getindex
   @ ./broadcast.jl:682
 [3] _getindex
   @ ./broadcast.jl:706
 [4] _broadcast_getindex
   @ ./broadcast.jl:681
 [5] getindex
   @ ./broadcast.jl:636
 [6] knl_copyto!
   @ ~/.julia/packages/ClimaCore/Zoz8z/ext/cuda/data_layouts_copyto.jl:13
Hint: catch this exception as `err` and call `code_typed(err; interactive = true)` to introspect the erronous code with Cthulhu.jl
Stacktrace:
  [1] check_ir(job::GPUCompiler.CompilerJob{GPUCompiler.PTXCompilerTarget, CUDA.CUDACompilerParams}, args::LLVM.Module)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/validation.jl:147
  [2] macro expansion
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:458 [inlined]
  [3] macro expansion
    @ ~/.julia/packages/TimerOutputs/Lw5SP/src/TimerOutput.jl:253 [inlined]
  [4] macro expansion
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:457 [inlined]
  [5] emit_llvm(job::GPUCompiler.CompilerJob; libraries::Bool, toplevel::Bool, optimize::Bool, cleanup::Bool, only_entry::Bool, validate::Bool)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/utils.jl:103
  [6] emit_llvm
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/utils.jl:97 [inlined]
  [7] codegen(output::Symbol, job::GPUCompiler.CompilerJob; libraries::Bool, toplevel::Bool, optimize::Bool, cleanup::Bool, strip::Bool, validate::Bool, only_entry::Bool, parent_job::Nothing)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:136
  [8] codegen
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:115 [inlined]
  [9] compile(target::Symbol, job::GPUCompiler.CompilerJob; libraries::Bool, toplevel::Bool, optimize::Bool, cleanup::Bool, strip::Bool, validate::Bool, only_entry::Bool)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:111
 [10] compile
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:103 [inlined]
 [11] #1145
    @ ~/.julia/packages/CUDA/Tl08O/src/compiler/compilation.jl:254 [inlined]
 [12] JuliaContext(f::CUDA.var"#1145#1148"{GPUCompiler.CompilerJob{GPUCompiler.PTXCompilerTarget, CUDA.CUDACompilerParams}}; kwargs::@Kwargs{})
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:52
 [13] JuliaContext(f::Function)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:42
 [14] compile(job::GPUCompiler.CompilerJob)
    @ CUDA ~/.julia/packages/CUDA/Tl08O/src/compiler/compilation.jl:253
 [15] actual_compilation(cache::Dict{…}, src::Core.MethodInstance, world::UInt64, cfg::GPUCompiler.CompilerConfig{…}, compiler::typeof(CUDA.compile), linker::typeof(CUDA.link))
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/execution.jl:237
 [16] cached_compilation(cache::Dict{…}, src::Core.MethodInstance, cfg::GPUCompiler.CompilerConfig{…}, compiler::Function, linker::Function)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/execution.jl:151
 [17] macro expansion
    @ ~/.julia/packages/CUDA/Tl08O/src/compiler/execution.jl:369 [inlined]
 [18] macro expansion
    @ ./lock.jl:267 [inlined]
 [19] cufunction(f::typeof(ClimaCoreCUDAExt.knl_copyto!), tt::Type{Tuple{ClimaCore.DataLayouts.VIJFH{…}, Base.Broadcast.Broadcasted{…}}}; kwargs::@Kwargs{always_inline::Bool})
    @ CUDA ~/.julia/packages/CUDA/Tl08O/src/compiler/execution.jl:364
 [20] cufunction
    @ ~/.julia/packages/CUDA/Tl08O/src/compiler/execution.jl:361 [inlined]
 [21] macro expansion
    @ ~/.julia/packages/CUDA/Tl08O/src/compiler/execution.jl:112 [inlined]
 [22] #auto_launch!#1
    @ ~/.julia/packages/ClimaCore/Zoz8z/ext/cuda/cuda_utils.jl:52 [inlined]
 [23] auto_launch! (repeats 2 times)
    @ ~/.julia/packages/ClimaCore/Zoz8z/ext/cuda/cuda_utils.jl:32 [inlined]
 [24] copyto!
    @ ~/.julia/packages/ClimaCore/Zoz8z/ext/cuda/data_layouts_copyto.jl:42 [inlined]
 [25] copyto!
    @ ~/.julia/packages/ClimaCore/Zoz8z/src/DataLayouts/copyto.jl:5 [inlined]
 [26] copyto!
    @ ~/.julia/packages/ClimaCore/Zoz8z/src/Fields/broadcast.jl:149 [inlined]
 [27] copy(bc::Base.Broadcast.Broadcasted{ClimaCore.Fields.FieldStyle{…}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{…}, typeof(ClimaCore.RecursiveApply.rsub), Tuple{…}})
    @ ClimaCore.Fields ~/.julia/packages/ClimaCore/Zoz8z/src/Fields/broadcast.jl:95
 [28] materialize(bc::Base.Broadcast.Broadcasted{ClimaCore.Fields.FieldStyle{ClimaCore.DataLayouts.VIJFHStyle{…}}, Nothing, typeof(ClimaCore.RecursiveApply.rsub), Tuple{Base.Broadcast.Broadcasted{…}}})
    @ Base.Broadcast ./broadcast.jl:903
 [29] test(Y::ClimaCore.Fields.FieldVector{…}, p::@NamedTuple{…}, params::EnergyHydrologyParameters{…}, model::EnergyHydrology{…})
    @ Main ./REPL[160]:7
 [30] macro expansion
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/reflection.jl:206 [inlined]
 [31] top-level scope
    @ REPL[162]:1
Some type information was truncated. Use `show(err)` to see complete types.

julia> show(err)
1-element ExceptionStack:
InvalidIRError: compiling MethodInstance for ClimaCoreCUDAExt.knl_copyto!(::ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuDeviceArray{Float64, 5, 1}}, ::Base.Broadcast.Broadcasted{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CuArray{Float64, N, CUDA.DeviceMemory} where N}, NTuple{5, Base.OneTo{Int64}}, typeof(ClimaCore.RecursiveApply.rsub), Tuple{Base.Broadcast.Broadcasted{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CuArray{Float64, N, CUDA.DeviceMemory} where N}, Nothing, typeof(phase_change_source), Tuple{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuDeviceArray{Float64, 5, 1}}, ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuDeviceArray{Float64, 5, 1}}, ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuDeviceArray{Float64, 5, 1}}, Base.Broadcast.Broadcasted{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CuArray{Float64, N, CUDA.DeviceMemory} where N}, Nothing, typeof(thermal_time), Tuple{Base.Broadcast.Broadcasted{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CuArray{Float64, N, CUDA.DeviceMemory} where N}, Nothing, typeof(volumetric_heat_capacity), Tuple{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuDeviceArray{Float64, 5, 1}}, ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuDeviceArray{Float64, 5, 1}}, Float64, Tuple{ClimaLand.Parameters.LandParameters{Float64, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}, SurfaceFluxes.Parameters.SurfaceFluxesParameters{Float64, SurfaceFluxes.UniversalFunctions.BusingerParams{Float64}, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}}, Insolation.Parameters.InsolationParameters{Float64}}}}}, ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, SubArray{Float64, 5, CuDeviceArray{Float64, 5, 1}, Tuple{Base.Slice{Base.OneTo{Int64}}, Base.Slice{Base.OneTo{Int64}}, Base.Slice{Base.OneTo{Int64}}, UnitRange{Int64}, Base.Slice{Base.OneTo{Int64}}}, false}}, ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuDeviceArray{Float64, 5, 1}}}}, Float64, Float64, Tuple{vanGenuchten{Float64}}, Tuple{ClimaLand.Parameters.LandParameters{Float64, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}, SurfaceFluxes.Parameters.SurfaceFluxesParameters{Float64, SurfaceFluxes.UniversalFunctions.BusingerParams{Float64}, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}}, Insolation.Parameters.InsolationParameters{Float64}}}}}}}) resulted in invalid LLVM IR
Reason: unsupported dynamic function invocation (call to getindex(t::Tuple, i::Int64) @ Base tuple.jl:31)
Stacktrace:
 [1] _getindex (repeats 7 times)
   @ ./broadcast.jl:705
 [2] _broadcast_getindex
   @ ./broadcast.jl:681
 [3] _getindex
   @ ./broadcast.jl:706
 [4] _broadcast_getindex
   @ ./broadcast.jl:681
 [5] getindex
   @ ./broadcast.jl:636
 [6] knl_copyto!
   @ ~/.julia/packages/ClimaCore/Zoz8z/ext/cuda/data_layouts_copyto.jl:13
Reason: unsupported dynamic function invocation (call to phase_change_source)
Stacktrace:
 [1] _broadcast_getindex_evalf
   @ ./broadcast.jl:709
 [2] _broadcast_getindex
   @ ./broadcast.jl:682
 [3] _getindex
   @ ./broadcast.jl:706
 [4] _broadcast_getindex
   @ ./broadcast.jl:681
 [5] getindex
   @ ./broadcast.jl:636
 [6] knl_copyto!
   @ ~/.julia/packages/ClimaCore/Zoz8z/ext/cuda/data_layouts_copyto.jl:13
Hint: catch this exception as `err` and call `code_typed(err; interactive = true)` to introspect the erronous code with Cthulhu.jl
Stacktrace:
  [1] check_ir(job::GPUCompiler.CompilerJob{GPUCompiler.PTXCompilerTarget, CUDA.CUDACompilerParams}, args::LLVM.Module)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/validation.jl:147
  [2] macro expansion
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:458 [inlined]
  [3] macro expansion
    @ ~/.julia/packages/TimerOutputs/Lw5SP/src/TimerOutput.jl:253 [inlined]
  [4] macro expansion
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:457 [inlined]
  [5] emit_llvm(job::GPUCompiler.CompilerJob; libraries::Bool, toplevel::Bool, optimize::Bool, cleanup::Bool, only_entry::Bool, validate::Bool)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/utils.jl:103
  [6] emit_llvm
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/utils.jl:97 [inlined]
  [7] codegen(output::Symbol, job::GPUCompiler.CompilerJob; libraries::Bool, toplevel::Bool, optimize::Bool, cleanup::Bool, strip::Bool, validate::Bool, only_entry::Bool, parent_job::Nothing)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:136
  [8] codegen
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:115 [inlined]
  [9] compile(target::Symbol, job::GPUCompiler.CompilerJob; libraries::Bool, toplevel::Bool, optimize::Bool, cleanup::Bool, strip::Bool, validate::Bool, only_entry::Bool)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:111
 [10] compile
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:103 [inlined]
 [11] #1145
    @ ~/.julia/packages/CUDA/Tl08O/src/compiler/compilation.jl:254 [inlined]
 [12] JuliaContext(f::CUDA.var"#1145#1148"{GPUCompiler.CompilerJob{GPUCompiler.PTXCompilerTarget, CUDA.CUDACompilerParams}}; kwargs::@Kwargs{})
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:52
 [13] JuliaContext(f::Function)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/driver.jl:42
 [14] compile(job::GPUCompiler.CompilerJob)
    @ CUDA ~/.julia/packages/CUDA/Tl08O/src/compiler/compilation.jl:253
 [15] actual_compilation(cache::Dict{Any, CuFunction}, src::Core.MethodInstance, world::UInt64, cfg::GPUCompiler.CompilerConfig{GPUCompiler.PTXCompilerTarget, CUDA.CUDACompilerParams}, compiler::typeof(CUDA.compile), linker::typeof(CUDA.link))
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/execution.jl:237
 [16] cached_compilation(cache::Dict{Any, CuFunction}, src::Core.MethodInstance, cfg::GPUCompiler.CompilerConfig{GPUCompiler.PTXCompilerTarget, CUDA.CUDACompilerParams}, compiler::Function, linker::Function)
    @ GPUCompiler ~/.julia/packages/GPUCompiler/Y4hSX/src/execution.jl:151
 [17] macro expansion
    @ ~/.julia/packages/CUDA/Tl08O/src/compiler/execution.jl:369 [inlined]
 [18] macro expansion
    @ ./lock.jl:267 [inlined]
 [19] cufunction(f::typeof(ClimaCoreCUDAExt.knl_copyto!), tt::Type{Tuple{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuDeviceArray{Float64, 5, 1}}, Base.Broadcast.Broadcasted{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CuArray{Float64, N, CUDA.DeviceMemory} where N}, NTuple{5, Base.OneTo{Int64}}, typeof(ClimaCore.RecursiveApply.rsub), Tuple{Base.Broadcast.Broadcasted{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CuArray{Float64, N, CUDA.DeviceMemory} where N}, Nothing, typeof(phase_change_source), Tuple{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuDeviceArray{Float64, 5, 1}}, ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuDeviceArray{Float64, 5, 1}}, ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuDeviceArray{Float64, 5, 1}}, Base.Broadcast.Broadcasted{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CuArray{Float64, N, CUDA.DeviceMemory} where N}, Nothing, typeof(thermal_time), Tuple{Base.Broadcast.Broadcasted{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CuArray{Float64, N, CUDA.DeviceMemory} where N}, Nothing, typeof(volumetric_heat_capacity), Tuple{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuDeviceArray{Float64, 5, 1}}, ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuDeviceArray{Float64, 5, 1}}, Float64, Tuple{ClimaLand.Parameters.LandParameters{Float64, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}, SurfaceFluxes.Parameters.SurfaceFluxesParameters{Float64, SurfaceFluxes.UniversalFunctions.BusingerParams{Float64}, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}}, Insolation.Parameters.InsolationParameters{Float64}}}}}, ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, SubArray{Float64, 5, CuDeviceArray{Float64, 5, 1}, Tuple{Base.Slice{Base.OneTo{Int64}}, Base.Slice{Base.OneTo{Int64}}, Base.Slice{Base.OneTo{Int64}}, UnitRange{Int64}, Base.Slice{Base.OneTo{Int64}}}, false}}, ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuDeviceArray{Float64, 5, 1}}}}, Float64, Float64, Tuple{vanGenuchten{Float64}}, Tuple{ClimaLand.Parameters.LandParameters{Float64, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}, SurfaceFluxes.Parameters.SurfaceFluxesParameters{Float64, SurfaceFluxes.UniversalFunctions.BusingerParams{Float64}, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}}, Insolation.Parameters.InsolationParameters{Float64}}}}}}}}}; kwargs::@Kwargs{always_inline::Bool})
    @ CUDA ~/.julia/packages/CUDA/Tl08O/src/compiler/execution.jl:364
 [20] cufunction
    @ ~/.julia/packages/CUDA/Tl08O/src/compiler/execution.jl:361 [inlined]
 [21] macro expansion
    @ ~/.julia/packages/CUDA/Tl08O/src/compiler/execution.jl:112 [inlined]
 [22] #auto_launch!#1
    @ ~/.julia/packages/ClimaCore/Zoz8z/ext/cuda/cuda_utils.jl:52 [inlined]
 [23] auto_launch! (repeats 2 times)
    @ ~/.julia/packages/ClimaCore/Zoz8z/ext/cuda/cuda_utils.jl:32 [inlined]
 [24] copyto!
    @ ~/.julia/packages/ClimaCore/Zoz8z/ext/cuda/data_layouts_copyto.jl:42 [inlined]
 [25] copyto!
    @ ~/.julia/packages/ClimaCore/Zoz8z/src/DataLayouts/copyto.jl:5 [inlined]
 [26] copyto!
    @ ~/.julia/packages/ClimaCore/Zoz8z/src/Fields/broadcast.jl:149 [inlined]
 [27] copy(bc::Base.Broadcast.Broadcasted{ClimaCore.Fields.FieldStyle{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CuArray{Float64, N, CUDA.DeviceMemory} where N}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}, typeof(ClimaCore.RecursiveApply.rsub), Tuple{Base.Broadcast.Broadcasted{ClimaCore.Fields.FieldStyle{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CuArray{Float64, N, CUDA.DeviceMemory} where N}}, Nothing, typeof(phase_change_source), Tuple{ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}, ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}, ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}, Base.Broadcast.Broadcasted{ClimaCore.Fields.FieldStyle{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CuArray{Float64, N, CUDA.DeviceMemory} where N}}, Nothing, typeof(thermal_time), Tuple{Base.Broadcast.Broadcasted{ClimaCore.Fields.FieldStyle{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CuArray{Float64, N, CUDA.DeviceMemory} where N}}, Nothing, typeof(volumetric_heat_capacity), Tuple{ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}, ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}, Float64, Tuple{ClimaLand.Parameters.LandParameters{Float64, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}, SurfaceFluxes.Parameters.SurfaceFluxesParameters{Float64, SurfaceFluxes.UniversalFunctions.BusingerParams{Float64}, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}}, Insolation.Parameters.InsolationParameters{Float64}}}}}, ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, SubArray{Float64, 5, CuArray{Float64, 5, CUDA.DeviceMemory}, Tuple{Base.Slice{Base.OneTo{Int64}}, Base.Slice{Base.OneTo{Int64}}, Base.Slice{Base.OneTo{Int64}}, UnitRange{Int64}, Base.Slice{Base.OneTo{Int64}}}, false}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}, ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}}}, Float64, Float64, Tuple{vanGenuchten{Float64}}, Tuple{ClimaLand.Parameters.LandParameters{Float64, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}, SurfaceFluxes.Parameters.SurfaceFluxesParameters{Float64, SurfaceFluxes.UniversalFunctions.BusingerParams{Float64}, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}}, Insolation.Parameters.InsolationParameters{Float64}}}}}}})
    @ ClimaCore.Fields ~/.julia/packages/ClimaCore/Zoz8z/src/Fields/broadcast.jl:95
 [28] materialize(bc::Base.Broadcast.Broadcasted{ClimaCore.Fields.FieldStyle{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CuArray{Float64, N, CUDA.DeviceMemory} where N}}, Nothing, typeof(ClimaCore.RecursiveApply.rsub), Tuple{Base.Broadcast.Broadcasted{ClimaCore.Fields.FieldStyle{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CuArray{Float64, N, CUDA.DeviceMemory} where N}}, Nothing, typeof(phase_change_source), Tuple{ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}, ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}, ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}, Base.Broadcast.Broadcasted{ClimaCore.Fields.FieldStyle{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CuArray{Float64, N, CUDA.DeviceMemory} where N}}, Nothing, typeof(thermal_time), Tuple{Base.Broadcast.Broadcasted{ClimaCore.Fields.FieldStyle{ClimaCore.DataLayouts.VIJFHStyle{5, 2, 600, CuArray{Float64, N, CUDA.DeviceMemory} where N}}, Nothing, typeof(volumetric_heat_capacity), Tuple{ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}, ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}, Float64, Tuple{ClimaLand.Parameters.LandParameters{Float64, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}, SurfaceFluxes.Parameters.SurfaceFluxesParameters{Float64, SurfaceFluxes.UniversalFunctions.BusingerParams{Float64}, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}}, Insolation.Parameters.InsolationParameters{Float64}}}}}, ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, SubArray{Float64, 5, CuArray{Float64, 5, CUDA.DeviceMemory}, Tuple{Base.Slice{Base.OneTo{Int64}}, Base.Slice{Base.OneTo{Int64}}, Base.Slice{Base.OneTo{Int64}}, UnitRange{Int64}, Base.Slice{Base.OneTo{Int64}}}, false}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}, ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}}}, Float64, Float64, Tuple{vanGenuchten{Float64}}, Tuple{ClimaLand.Parameters.LandParameters{Float64, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}, SurfaceFluxes.Parameters.SurfaceFluxesParameters{Float64, SurfaceFluxes.UniversalFunctions.BusingerParams{Float64}, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}}, Insolation.Parameters.InsolationParameters{Float64}}}}}}})
    @ Base.Broadcast ./broadcast.jl:903
 [29] test(Y::ClimaCore.Fields.FieldVector{Float64, @NamedTuple{soilco2::ClimaCore.Fields.FieldVector{Float64, @NamedTuple{C::ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}}}, soil::ClimaCore.Fields.FieldVector{Float64, @NamedTuple{ϑ_l::ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}, θ_i::ClimaCore.Fields.Field{ClimaCore.DataLayouts.VIJFH{Float64, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.Spaces.ExtrudedFiniteDifferenceSpace{ClimaCore.Grids.ExtrudedFiniteDifferenceGrid{ClimaCore.Grids.SpectralElementGrid2D{ClimaCore.Topologies.Topology2D{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.EquiangularCubedSphere{ClimaCore.Domains.SphereDomain{Float64}, ClimaCore.Meshes.NormalizedBilinearMap}, CartesianIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, LinearIndices{3, Tuple{Base.OneTo{Int64}, Base.OneTo{Int64}, Base.OneTo{Int64}}}, CuArray{Tuple{Int64, Int64, Int64, Int64, Bool}, 1, CUDA.DeviceMemory}, Vector{Tuple{Int64, Int64, Int64, Int64, Bool}}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Tuple{Bool, Int64, Int64}, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, CuArray{Int64, 1, CUDA.DeviceMemory}, @NamedTuple{}, CuArray{Tuple{Int64, Int64}, 1, CUDA.DeviceMemory}}, ClimaCore.Quadratures.GLL{2}, ClimaCore.Geometry.SphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.IJFH{ClimaCore.Geometry.LocalGeometry{(1, 2), ClimaCore.Geometry.LatLongPoint{Float64}, Float64, StaticArraysCore.SMatrix{2, 2, Float64, 4}}, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IJFH{Float64, 2, 600, CuArray{Float64, 4, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.IFH{ClimaCore.Geometry.SurfaceGeometry{Float64, ClimaCore.Geometry.UVVector{Float64}}, 2, 1200, CuArray{Float64, 3, CUDA.DeviceMemory}}, @NamedTuple{}}, FiniteDifferenceGrid{IntervalTopology{ClimaComms.SingletonCommsContext{ClimaComms.CUDADevice}, ClimaCore.Meshes.IntervalMesh{ClimaCore.Domains.IntervalDomain{ClimaCore.Geometry.ZPoint{Float64}, Tuple{Symbol, Symbol}}, Vector{ClimaCore.Geometry.ZPoint{Float64}}}, @NamedTuple{bottom::Int64, top::Int64}}, ClimaCore.Geometry.CartesianGlobalGeometry, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 5, CuArray{Float64, 2, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VF{ClimaCore.Geometry.LocalGeometry{(3,), ClimaCore.Geometry.ZPoint{Float64}, Float64, StaticArraysCore.SMatrix{1, 1, Float64, 1}}, 6, CuArray{Float64, 2, CUDA.DeviceMemory}}}, ClimaCore.Grids.Flat, ClimaCore.Geometry.ShallowSphericalGlobalGeometry{Float64}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 5, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}, ClimaCore.DataLayouts.VIJFH{ClimaCore.Geometry.LocalGeometry{(1, 2, 3), ClimaCore.Geometry.LatLongZPoint{Float64}, Float64, StaticArraysCore.SMatrix{3, 3, Float64, 9}}, 6, 2, 600, CuArray{Float64, 5, CUDA.DeviceMemory}}}, ClimaCore.Grids.CellCenter}}, 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@NamedTuple{top::AtmosDrivenFluxBC{PrescribedAtmosphere{Float64, ClimaUtilitiesClimaCoreNCDatasetsExt.TimeVaryingInputsExt.AnalyticTimeVaryingInput{var"#3#4"}, ClimaUtilitiesClimaCoreNCDatasetsExt.TimeVaryingInputsExt.AnalyticTimeVaryingInput{var"#17#18"}, ClimaUtilitiesClimaCoreNCDatasetsExt.TimeVaryingInputsExt.AnalyticTimeVaryingInput{var"#7#8"}, ClimaUtilitiesClimaCoreNCDatasetsExt.TimeVaryingInputsExt.AnalyticTimeVaryingInput{var"#11#12"}, ClimaUtilitiesClimaCoreNCDatasetsExt.TimeVaryingInputsExt.AnalyticTimeVaryingInput{var"#5#6"}, ClimaUtilitiesClimaCoreNCDatasetsExt.TimeVaryingInputsExt.AnalyticTimeVaryingInput{var"#9#10"}, ClimaUtilitiesClimaCoreNCDatasetsExt.TimeVaryingInputsExt.AnalyticTimeVaryingInput{ClimaLand.var"#20#23"}, DateTime, Thermodynamics.Parameters.ThermodynamicsParameters{Float64}}, ClimaLand.CanopyRadiativeFluxes{Float64}, ClimaLand.Soil.Runoff.SurfaceRunoff}, bottom::WaterHeatBC{FreeDrainage, HeatFluxBC{ClimaLand.var"#100#101"}}}, Tuple{ClimaLand.RootExtraction{Float64}, PhaseChange{Float64}, ClimaLand.Soil.SoilSublimation{Float64}}})
    @ Main ./REPL[160]:7
 [30] macro expansion
    @ ~/.julia/packages/GPUCompiler/Y4hSX/src/reflection.jl:206 [inlined]
 [31] top-level scope
    @ REPL[162]:1
julia>

charleskawczynski · 2024-09-20T18:40:28Z

I pushed a commit! I think the issue was that we were reaching into global scope for the default argument rooting_depth.

juliasloan25 · 2024-09-24T23:48:36Z

@charleskawczynski it looks like this is still failing - do you have any other ideas?

kmdeck · 2024-09-24T23:51:13Z

@charleskawczynski it looks like this is still failing - do you have any other ideas?

I am wondering if this will work after Teja's PR refactoring the rooting distribution?

charleskawczynski · 2024-09-27T15:59:25Z

I'm not sure if this is the problem, but Base.broadcastable(ps::LP.LandParameters) = tuple(ps) should be moved into src/, after the LandParameters definition-- this is for providing broadcast support for LandParameters, which is needed regardless of how LandParameters is created (with the parameters extension or not).

charleskawczynski · 2024-09-27T16:01:24Z

Also, for consistency, I suggest changing Base.broadcastable(G::ConstantGFunction) = Ref(G) to Base.broadcastable(G::ConstantGFunction) = tuple(G) and Base.broadcastable(G::CLMGFunction) = Ref(G) to Base.broadcastable(G::CLMGFunction) = tuple(G)

juliasloan25 · 2024-10-22T23:53:30Z

Also, for consistency, I suggest changing Base.broadcastable(G::ConstantGFunction) = Ref(G) to Base.broadcastable(G::ConstantGFunction) = tuple(G) and Base.broadcastable(G::CLMGFunction) = Ref(G) to Base.broadcastable(G::CLMGFunction) = tuple(G)

As @imreddyTeja discovered, changing Base.broadcastable(vg::vanGenuchten) = tuple(vg) to use Ref instead of tuple fixed this bug. I experimented with it a bit and found that using Ref for the broadcastable definition of either LandParameters or vanGenuchten fixes the error, but using tuple for both produces the error.

I'm not sure what would cause this - one idea is that the fields of earth_param_set::LandParameters are also accessed in phase_change_source here? We don't define broadcastable for the fields of LandParameters (see source code here), so maybe we need to use Ref in this case? I'm uncertain though because the failure happens when we call matric_potential, which doesn't take in a LandParameters object. @charleskawczynski do you have any thoughts?

juliasloan25 · 2024-10-23T18:35:35Z

The GPU runtests pass when run on clima, but fail on central with error code 255, which this thread suggests is an out-of-memory error

charleskawczynski · 2024-10-23T19:09:50Z

As @imreddyTeja discovered, changing Base.broadcastable(vg::vanGenuchten) = tuple(vg) to use Ref instead of tuple fixed this bug. I experimented with it a bit and found that using Ref for the broadcastable definition of either LandParameters or vanGenuchten fixes the error, but using tuple for both produces the error.

That's a bit odd, the single element tuple is basically an immutable version of a Ref, so I think that should typically work.

I'm not sure what would cause this - one idea is that the fields of earth_param_set::LandParameters are also accessed in phase_change_source here? We don't define broadcastable for the fields of LandParameters (see source code here), so maybe we need to use Ref in this case? I'm uncertain though because the failure happens when we call matric_potential, which doesn't take in a LandParameters object. @charleskawczynski do you have any thoughts?

I'm not sure. It's a bit difficult to identify the issue from the PR, could/should we make a reproducer? Looking One thought I had was in regards to grabbing the type information from an optional argument, this seems like it could be prone to inference issues. I might break that definition up.

The GPU runtests pass when run on clima, but fail on central with error code 255, which this thread suggests is an out-of-memory error

Ok, can we try increasing the memory request on CI?

juliasloan25 · 2024-10-23T19:59:46Z

I'm not sure what would cause this - one idea is that the fields of earth_param_set::LandParameters are also accessed in phase_change_source here? We don't define broadcastable for the fields of LandParameters (see source code here), so maybe we need to use Ref in this case? I'm uncertain though because the failure happens when we call matric_potential, which doesn't take in a LandParameters object. @charleskawczynski do you have any thoughts?

I'm not sure. It's a bit difficult to identify the issue from the PR, could/should we make a reproducer? Looking One thought I had was in regards to grabbing the type information from an optional argument, this seems like it could be prone to inference issues. I might break that definition up.

I can work on making a reproducer. Which optional argument and definition are you referring to here?

The GPU runtests pass when run on clima, but fail on central with error code 255, which this thread suggests is an out-of-memory error

Ok, can we try increasing the memory request on CI?

I'll try increasing it

charleskawczynski · 2024-10-23T20:30:53Z

experiments/integrated/performance/integrated_timestep_test.jl

@@ -175,14 +176,14 @@ function zenith_angle(
    t,
    start_date;
    cd_field = sfc_cds,
-    insol_params::Insolation.Parameters.InsolationParameters{FT} = earth_param_set.insol_params,
-) where {FT}
+    insol_params::Insolation.Parameters.InsolationParameters{_FT} = earth_param_set.insol_params,


This one @juliasloan25

juliasloan25 · 2024-10-23T23:59:37Z

@charleskawczynski
I added a reproducer to this PR (note that for it to fail, the LandParameters Ref fix needs to be reverted here).

I tried playing around with the reproducer a bit, including pulling out the matric_potential call into a function separate from phase_change_source, but it wasn't very insightful and I'm not sure how to continue.

Sbozzolo force-pushed the kd/buildkite_fix branch 2 times, most recently from bf8038c to 309d6f3 Compare August 29, 2024 19:11

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juliasloan25 mentioned this pull request Oct 3, 2024

Remove root_distribution as param #812

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imreddyTeja mentioned this pull request Oct 22, 2024

Override AbstractSoilHydrologyClosure broadcast behavior #869

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juliasloan25 force-pushed the kd/buildkite_fix branch 2 times, most recently from 19c16b0 to 23b3da9 Compare October 22, 2024 23:37

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charleskawczynski reviewed Oct 23, 2024

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juliasloan25 marked this pull request as ready for review October 23, 2024 20:57

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This was referenced Oct 28, 2024

add GPU inference reproducer CliMA/ClimaCore.jl#2062

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Snowy land #834

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inference failure when broadcasting over multiple structs and a Field CliMA/ClimaCore.jl#2065

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kmdeck and others added 3 commits November 13, 2024 11:55

fix buildkite GPU jobs

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use Array(parent) in tests

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increase slurm_mem limit

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juliasloan25 added 2 commits November 13, 2024 13:08

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juliasloan25 added 2 commits November 13, 2024 13:28

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fix buildkite run so that unit tests run on GPU #739

fix buildkite run so that unit tests run on GPU #739

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fix buildkite run so that unit tests run on GPU #739

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fix buildkite run so that unit tests run on GPU #739

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