Using an implicit-explicit (IMEX) Runge-Kutta solver based on Ariadne with Trixi.jl
using Trixi
using Theseus
using CairoMakieNotes: You must disable both Polyester and LoopVectorization for Enzyme to be able to differentiate Trixi.jl.
LocalPreferences.jl
[Trixi]
loop_vectorization = false
backend = "static"@assert Trixi._PREFERENCE_THREADING !== :polyester
@assert !Trixi._PREFERENCE_LOOPVECTORIZATIONFirst call to load callbacks
trixi_include(@__MODULE__, joinpath(examples_dir(), "tree_2d_dgsem", "elixir_advection_diffusion.jl"), sol = nothing);
stepsize_callback = StepsizeCallback(cfl = 0.5)
callbacks = CallbackSet(summary_callback, analysis_callback, alive_callback, stepsize_callback)
trixi_include(@__MODULE__, joinpath(examples_dir(), "tree_2d_dgsem", "elixir_advection_diffusion.jl"), sol = nothing, callbacks = callbacks);
###############################################################################[ Info: You just called `trixi_include`. Julia may now compile the code, please be patient.
[ Info: You just called `trixi_include`. Julia may now compile the code, please be patient.run the simulation
sol = solve(
ode,
Theseus.ARS222(); # ARS111, ARS222, ARS443
dt = 0.01, # solve needs some value here but it will be overwritten by the stepsize_callback
ode_default_options()..., callback = callbacks,
krylov_algo = :gmres,
);
████████╗██████╗ ██╗██╗ ██╗██╗
╚══██╔══╝██╔══██╗██║╚██╗██╔╝██║
██║ ██████╔╝██║ ╚███╔╝ ██║
██║ ██╔══██╗██║ ██╔██╗ ██║
██║ ██║ ██║██║██╔╝ ██╗██║
╚═╝ ╚═╝ ╚═╝╚═╝╚═╝ ╚═╝╚═╝
┌──────────────────────────────────────────────────────────────────────────────────────────────────┐
│ SemidiscretizationHyperbolicParabolic │
│ ═════════════════════════════════════ │
│ #spatial dimensions: ……………………………………… 2 │
│ mesh: ……………………………………………………………………………… TreeMesh{2, Trixi.SerialTree{2, Float64}} with length 341 │
│ hyperbolic equations: …………………………………… LinearScalarAdvectionEquation2D │
│ parabolic equations: ……………………………………… LaplaceDiffusion2D │
│ initial condition: …………………………………………… initial_condition_diffusive_convergence_test │
│ source terms: ………………………………………………………… nothing │
│ source terms parabolic: ……………………………… nothing │
│ solver: ………………………………………………………………………… DG │
│ parabolic solver: ……………………………………………… ParabolicFormulationBassiRebay1 │
│ total #DOFs per field: ………………………………… 4096 │
└──────────────────────────────────────────────────────────────────────────────────────────────────┘
┌──────────────────────────────────────────────────────────────────────────────────────────────────┐
│ TreeMesh{2, Trixi.SerialTree{2, Float64}} │
│ ═════════════════════════════════════════ │
│ center: ………………………………………………………………………… [0.0, 0.0] │
│ length: ………………………………………………………………………… 2.0 │
│ periodicity: …………………………………………………………… (true, true) │
│ current #cells: …………………………………………………… 341 │
│ #leaf-cells: …………………………………………………………… 256 │
│ current capacity: ……………………………………………… 30000 │
└──────────────────────────────────────────────────────────────────────────────────────────────────┘
┌──────────────────────────────────────────────────────────────────────────────────────────────────┐
│ LinearScalarAdvectionEquation2D │
│ ═══════════════════════════════ │
│ #variables: ……………………………………………………………… 1 │
│ │ variable 1: ………………………………………………………… scalar │
└──────────────────────────────────────────────────────────────────────────────────────────────────┘
┌──────────────────────────────────────────────────────────────────────────────────────────────────┐
│ DG{Float64} │
│ ═══════════ │
│ basis: …………………………………………………………………………… LobattoLegendreBasis{Float64}(polydeg=3) │
│ mortar: ………………………………………………………………………… LobattoLegendreMortarL2{Float64}(polydeg=3) │
│ surface integral: ……………………………………………… SurfaceIntegralWeakForm │
│ │ surface flux: …………………………………………………… FluxLaxFriedrichs(max_abs_speed) │
│ volume integral: ………………………………………………… VolumeIntegralWeakForm │
└──────────────────────────────────────────────────────────────────────────────────────────────────┘
┌──────────────────────────────────────────────────────────────────────────────────────────────────┐
│ AnalysisCallback │
│ ════════════════ │
│ interval: …………………………………………………………………… 100 │
│ analyzer: …………………………………………………………………… LobattoLegendreAnalyzer{Float64}(polydeg=6) │
│ │ error 1: ………………………………………………………………… l2_error │
│ │ error 2: ………………………………………………………………… linf_error │
│ │ integral 1: ………………………………………………………… entropy_timederivative │
│ save analysis to file: ………………………………… no │
└──────────────────────────────────────────────────────────────────────────────────────────────────┘
┌──────────────────────────────────────────────────────────────────────────────────────────────────┐
│ AliveCallback │
│ ═════════════ │
│ interval: …………………………………………………………………… 10 │
└──────────────────────────────────────────────────────────────────────────────────────────────────┘
┌──────────────────────────────────────────────────────────────────────────────────────────────────┐
│ StepsizeCallback │
│ ════════════════ │
│ CFL Hyperbolic: …………………………………………………… Returns{Float64}(0.5) │
│ CFL Parabolic: ……………………………………………………… Returns{Float64}(0.0) │
│ Interval: …………………………………………………………………… 1 │
└──────────────────────────────────────────────────────────────────────────────────────────────────┘
┌──────────────────────────────────────────────────────────────────────────────────────────────────┐
│ Time integration │
│ ════════════════ │
│ Start time: ……………………………………………………………… 0.0 │
│ Final time: ……………………………………………………………… 1.5 │
│ time integrator: ………………………………………………… ARS222 │
│ adaptive: …………………………………………………………………… false │
└──────────────────────────────────────────────────────────────────────────────────────────────────┘
┌──────────────────────────────────────────────────────────────────────────────────────────────────┐
│ Environment information │
│ ═══════════════════════ │
│ #threads: …………………………………………………………………… 1 │
│ threading backend: …………………………………………… static │
│ LoopVectorization: …………………………………………… disabled │
└──────────────────────────────────────────────────────────────────────────────────────────────────┘
────────────────────────────────────────────────────────────────────────────────────────────────────
Simulation running 'LinearScalarAdvectionEquation2D' with DGSEM(polydeg=3)
────────────────────────────────────────────────────────────────────────────────────────────────────
#timesteps: 0 run time: 3.68961875e-01 s
Δt: 1.00000000e-02 └── GC time: 0.00000000e+00 s (0.000%)
sim. time: 0.00000000e+00 (0.000%) time/DOF/rhs!: NaN s
PID: Inf s
#DOFs per field: 4096 alloc'd memory: 1286.132 MiB
#elements: 256 device memory: 0.000 MiB
Variable: scalar
L2 error: 3.94120825e-06
Linf error: 1.23670425e-05
∑∂S/∂U ⋅ Uₜ : -1.23370054e-01
────────────────────────────────────────────────────────────────────────────────────────────────────
#timesteps: 10 │ Δt: 6.2500e-03 │ sim. time: 6.2500e-02 (4.167%) │ run time: 5.2478e+01 s
#timesteps: 20 │ Δt: 6.2500e-03 │ sim. time: 1.2500e-01 (8.333%) │ run time: 5.2730e+01 s
#timesteps: 30 │ Δt: 6.2500e-03 │ sim. time: 1.8750e-01 (12.500%) │ run time: 5.2763e+01 s
#timesteps: 40 │ Δt: 6.2500e-03 │ sim. time: 2.5000e-01 (16.667%) │ run time: 5.2817e+01 s
#timesteps: 50 │ Δt: 6.2500e-03 │ sim. time: 3.1250e-01 (20.833%) │ run time: 5.2856e+01 s
#timesteps: 60 │ Δt: 6.2500e-03 │ sim. time: 3.7500e-01 (25.000%) │ run time: 5.2893e+01 s
#timesteps: 70 │ Δt: 6.2500e-03 │ sim. time: 4.3750e-01 (29.167%) │ run time: 5.2930e+01 s
#timesteps: 80 │ Δt: 6.2500e-03 │ sim. time: 5.0000e-01 (33.333%) │ run time: 5.2967e+01 s
#timesteps: 90 │ Δt: 6.2500e-03 │ sim. time: 5.6250e-01 (37.500%) │ run time: 5.3004e+01 s
────────────────────────────────────────────────────────────────────────────────────────────────────
Simulation running 'LinearScalarAdvectionEquation2D' with DGSEM(polydeg=3)
────────────────────────────────────────────────────────────────────────────────────────────────────
#timesteps: 100 run time: 5.34159570e+01 s
Δt: 6.25000000e-03 └── GC time: 1.83092127e+00 s (3.428%)
sim. time: 6.25000000e-01 (41.667%) time/DOF/rhs!: 7.42321714e-08 s
PID: 4.31687469e-05 s
#DOFs per field: 4096 alloc'd memory: 461.675 MiB
#elements: 256 device memory: 0.000 MiB
Variable: scalar
L2 error: 3.81726799e-04
Linf error: 5.50778812e-04
∑∂S/∂U ⋅ Uₜ : -3.59099416e-02
────────────────────────────────────────────────────────────────────────────────────────────────────
#timesteps: 110 │ Δt: 6.2500e-03 │ sim. time: 6.8750e-01 (45.833%) │ run time: 5.3084e+01 s
#timesteps: 120 │ Δt: 6.2500e-03 │ sim. time: 7.5000e-01 (50.000%) │ run time: 5.3121e+01 s
#timesteps: 130 │ Δt: 6.2500e-03 │ sim. time: 8.1250e-01 (54.167%) │ run time: 5.3159e+01 s
#timesteps: 140 │ Δt: 6.2500e-03 │ sim. time: 8.7500e-01 (58.333%) │ run time: 5.3196e+01 s
#timesteps: 150 │ Δt: 6.2500e-03 │ sim. time: 9.3750e-01 (62.500%) │ run time: 5.3233e+01 s
#timesteps: 160 │ Δt: 6.2500e-03 │ sim. time: 1.0000e+00 (66.667%) │ run time: 5.3270e+01 s
#timesteps: 170 │ Δt: 6.2500e-03 │ sim. time: 1.0625e+00 (70.833%) │ run time: 5.3307e+01 s
#timesteps: 180 │ Δt: 6.2500e-03 │ sim. time: 1.1250e+00 (75.000%) │ run time: 5.3344e+01 s
#timesteps: 190 │ Δt: 6.2500e-03 │ sim. time: 1.1875e+00 (79.167%) │ run time: 5.3381e+01 s
────────────────────────────────────────────────────────────────────────────────────────────────────
Simulation running 'LinearScalarAdvectionEquation2D' with DGSEM(polydeg=3)
────────────────────────────────────────────────────────────────────────────────────────────────────
#timesteps: 200 run time: 5.37887182e+01 s
Δt: 6.25000000e-03 └── GC time: 1.86858268e+00 s (3.474%)
sim. time: 1.25000000e+00 (83.333%) time/DOF/rhs!: 7.40500583e-08 s
PID: 3.02177280e-07 s
#DOFs per field: 4096 alloc'd memory: 496.278 MiB
#elements: 256 device memory: 0.000 MiB
Variable: scalar
L2 error: 4.11963020e-04
Linf error: 5.84938377e-04
∑∂S/∂U ⋅ Uₜ : -1.04524859e-02
────────────────────────────────────────────────────────────────────────────────────────────────────
#timesteps: 210 │ Δt: 6.2500e-03 │ sim. time: 1.3125e+00 (87.500%) │ run time: 5.3457e+01 s
#timesteps: 220 │ Δt: 6.2500e-03 │ sim. time: 1.3750e+00 (91.667%) │ run time: 5.3494e+01 s
#timesteps: 230 │ Δt: 6.2500e-03 │ sim. time: 1.4375e+00 (95.833%) │ run time: 5.3531e+01 s
────────────────────────────────────────────────────────────────────────────────────────────────────
Simulation running 'LinearScalarAdvectionEquation2D' with DGSEM(polydeg=3)
────────────────────────────────────────────────────────────────────────────────────────────────────
#timesteps: 240 run time: 5.39423270e+01 s
Δt: 6.25000000e-03 └── GC time: 1.88773638e+00 s (3.500%)
sim. time: 1.50000000e+00 (100.000%) time/DOF/rhs!: 7.40149300e-08 s
PID: 3.10346971e-07 s
#DOFs per field: 4096 alloc'd memory: 464.250 MiB
#elements: 256 device memory: 0.000 MiB
Variable: scalar
L2 error: 3.86247716e-04
Linf error: 5.47814220e-04
∑∂S/∂U ⋅ Uₜ : -6.38001271e-03
────────────────────────────────────────────────────────────────────────────────────────────────────
────────────────────────────────────────────────────────────────────────────────────────────────────
Trixi.jl simulation finished. Final time: 1.5 Time steps: 240 (accepted), 240 (total)
────────────────────────────────────────────────────────────────────────────────────────────────────
─────────────────────────────────────────────────────────────────────────────────────────
Trixi.jl Time Allocations
─────────────────────── ────────────────────────
Tot / % measured: 54.0s / 1.2% 4.60GiB / 0.2%
Section ncalls time %tot avg alloc %tot avg
─────────────────────────────────────────────────────────────────────────────────────────
parabolic rhs! 2.65k 558ms 88.6% 211μs 9.00KiB 0.1% 3.48B
calculate gradient 2.65k 249ms 39.5% 93.9μs 3.33KiB 0.0% 1.29B
volume integral 2.65k 153ms 24.3% 57.8μs 0.00B 0.0% 0.00B
Jacobian 2.65k 28.9ms 4.6% 10.9μs 0.00B 0.0% 0.00B
surface integral 2.65k 20.5ms 3.3% 7.73μs 0.00B 0.0% 0.00B
interface flux 2.65k 18.4ms 2.9% 6.97μs 0.00B 0.0% 0.00B
prolong2interfaces 2.65k 18.3ms 2.9% 6.91μs 0.00B 0.0% 0.00B
reset gradients 2.65k 5.54ms 0.9% 2.09μs 0.00B 0.0% 0.00B
~calculate gradient~ 2.65k 2.99ms 0.5% 1.13μs 3.33KiB 0.0% 1.29B
prolong2mortars 2.65k 366μs 0.1% 138ns 0.00B 0.0% 0.00B
prolong2boundaries 2.65k 259μs 0.0% 97.8ns 0.00B 0.0% 0.00B
mortar flux 2.65k 203μs 0.0% 76.8ns 0.00B 0.0% 0.00B
boundary flux 2.65k 86.6μs 0.0% 32.7ns 0.00B 0.0% 0.00B
volume integral 2.65k 163ms 25.9% 61.5μs 0.00B 0.0% 0.00B
calculate parabolic fluxes 2.65k 51.2ms 8.1% 19.3μs 0.00B 0.0% 0.00B
surface integral 2.65k 20.1ms 3.2% 7.59μs 0.00B 0.0% 0.00B
interface flux 2.65k 18.0ms 2.9% 6.78μs 0.00B 0.0% 0.00B
transform variables 2.65k 17.3ms 2.8% 6.54μs 0.00B 0.0% 0.00B
prolong2interfaces 2.65k 16.8ms 2.7% 6.34μs 0.00B 0.0% 0.00B
Jacobian 2.65k 14.3ms 2.3% 5.39μs 0.00B 0.0% 0.00B
~parabolic rhs!~ 2.65k 4.48ms 0.7% 1.69μs 5.67KiB 0.1% 2.19B
reset ∂u/∂t 2.65k 2.84ms 0.5% 1.07μs 0.00B 0.0% 0.00B
prolong2mortars 2.65k 313μs 0.0% 118ns 0.00B 0.0% 0.00B
prolong2boundaries 2.65k 264μs 0.0% 100ns 0.00B 0.0% 0.00B
mortar flux 2.65k 235μs 0.0% 88.9ns 0.00B 0.0% 0.00B
source terms parabolic 2.65k 94.1μs 0.0% 35.5ns 0.00B 0.0% 0.00B
boundary flux 2.65k 88.2μs 0.0% 33.3ns 0.00B 0.0% 0.00B
rhs! 720 66.7ms 10.6% 92.6μs 4.78KiB 0.0% 6.80B
volume integral 720 42.4ms 6.7% 58.9μs 0.00B 0.0% 0.00B
interface flux 720 6.39ms 1.0% 8.87μs 0.00B 0.0% 0.00B
surface integral 720 6.17ms 1.0% 8.57μs 0.00B 0.0% 0.00B
prolong2interfaces 720 5.33ms 0.8% 7.41μs 0.00B 0.0% 0.00B
Jacobian 720 4.71ms 0.7% 6.54μs 0.00B 0.0% 0.00B
~rhs!~ 720 898μs 0.1% 1.25μs 4.78KiB 0.0% 6.80B
reset ∂u/∂t 720 558μs 0.1% 775ns 0.00B 0.0% 0.00B
prolong2mortars 720 82.6μs 0.0% 115ns 0.00B 0.0% 0.00B
prolong2boundaries 720 69.1μs 0.0% 96.0ns 0.00B 0.0% 0.00B
mortar flux 720 53.1μs 0.0% 73.7ns 0.00B 0.0% 0.00B
boundary flux 720 23.9μs 0.0% 33.2ns 0.00B 0.0% 0.00B
source terms 720 22.4μs 0.0% 31.1ns 0.00B 0.0% 0.00B
analyze solution 4 4.81ms 0.8% 1.20ms 9.66MiB 99.5% 2.42MiB
calculate dt 241 205μs 0.0% 850ns 33.9KiB 0.3% 144B
─────────────────────────────────────────────────────────────────────────────────────────This page was generated using Literate.jl.