Coverage for pySDC/tutorial/step_6/A_run_non_MPI_controller.py: 100%
97 statements
« prev ^ index » next coverage.py v7.6.7, created at 2024-11-16 14:51 +0000
1from pathlib import Path
3from pySDC.helpers.stats_helper import get_sorted
5from pySDC.implementations.controller_classes.controller_nonMPI import controller_nonMPI
6from pySDC.implementations.problem_classes.HeatEquation_ND_FD import heatNd_unforced
7from pySDC.implementations.sweeper_classes.generic_implicit import generic_implicit
8from pySDC.implementations.transfer_classes.TransferMesh import mesh_to_mesh
11def main(num_proc_list=None, fname=None, multi_level=True):
12 """
13 A simple test program to run PFASST
15 Args:
16 num_proc_list: list of number of processes to test with
17 fname: filename/path for output
18 multi_level (bool): do multi-level run or single-level
19 """
21 if multi_level:
22 description, controller_params, t0, Tend = set_parameters_ml()
23 else:
24 assert all(num_proc == 1 for num_proc in num_proc_list), (
25 'ERROR: single-level run can only use 1 processor, got %s' % num_proc_list
26 )
27 description, controller_params, t0, Tend = set_parameters_sl()
29 Path("data").mkdir(parents=True, exist_ok=True)
30 f = open('data/' + fname, 'w')
31 # loop over different numbers of processes
32 for num_proc in num_proc_list:
33 out = 'Working with %2i processes...' % num_proc
34 f.write(out + '\n')
35 print(out)
37 # instantiate controllers
38 controller = controller_nonMPI(num_procs=num_proc, controller_params=controller_params, description=description)
40 # get initial values on finest level
41 P = controller.MS[0].levels[0].prob
42 uinit = P.u_exact(t0)
44 # call main functions to get things done...
45 uend, stats = controller.run(u0=uinit, t0=t0, Tend=Tend)
47 # compute exact solution and compare with both results
48 uex = P.u_exact(Tend)
49 err = abs(uex - uend)
51 out = 'Error vs. exact solution: %12.8e' % err
52 f.write(out + '\n')
53 print(out)
55 # filter statistics by type (number of iterations)
56 iter_counts = get_sorted(stats, type='niter', sortby='time')
58 # compute and print statistics
59 for item in iter_counts:
60 out = 'Number of iterations for time %4.2f: %1i ' % (item[0], item[1])
61 f.write(out + '\n')
62 print(out)
64 f.write('\n')
65 print()
67 assert all(item[1] <= 8 for item in iter_counts), "ERROR: weird iteration counts, got %s" % iter_counts
69 f.close()
72def set_parameters_ml():
73 """
74 Helper routine to set parameters for the following multi-level runs
76 Returns:
77 dict: dictionary containing the simulation parameters
78 dict: dictionary containing the controller parameters
79 float: starting time
80 float: end time
81 """
82 # initialize level parameters
83 level_params = {}
84 level_params['restol'] = 5e-10
85 level_params['dt'] = 0.125
87 # initialize sweeper parameters
88 sweeper_params = {}
89 sweeper_params['quad_type'] = 'RADAU-RIGHT'
90 sweeper_params['num_nodes'] = [3]
91 sweeper_params['QI'] = 'LU'
93 # initialize problem parameters
94 problem_params = {}
95 problem_params['nu'] = 0.1 # diffusion coefficient
96 problem_params['freq'] = 2 # frequency for the test value
97 problem_params['nvars'] = [63, 31] # number of degrees of freedom for each level
98 problem_params['bc'] = 'dirichlet-zero' # boundary conditions
100 # initialize step parameters
101 step_params = {}
102 step_params['maxiter'] = 50
103 step_params['errtol'] = 1e-05
105 # initialize space transfer parameters
106 space_transfer_params = {}
107 space_transfer_params['rorder'] = 2
108 space_transfer_params['iorder'] = 6
110 # initialize controller parameters
111 controller_params = {}
112 controller_params['logger_level'] = 30
113 controller_params['all_to_done'] = True # can ask the controller to keep iterating all steps until the end
114 controller_params['predict_type'] = 'pfasst_burnin' # activate iteration estimator
116 # fill description dictionary for easy step instantiation
117 description = {}
118 description['problem_class'] = heatNd_unforced
119 description['problem_params'] = problem_params
120 description['sweeper_class'] = generic_implicit
121 description['sweeper_params'] = sweeper_params
122 description['level_params'] = level_params
123 description['step_params'] = step_params
124 description['space_transfer_class'] = mesh_to_mesh
125 description['space_transfer_params'] = space_transfer_params
127 # set time parameters
128 t0 = 0.0
129 Tend = 1.0
131 return description, controller_params, t0, Tend
134def set_parameters_sl():
135 """
136 Helper routine to set parameters for the following multi-level runs
138 Returns:
139 dict: dictionary containing the simulation parameters
140 dict: dictionary containing the controller parameters
141 float: starting time
142 float: end time
143 """
144 # initialize level parameters
145 level_params = {}
146 level_params['restol'] = 5e-10
147 level_params['dt'] = 0.125
149 # initialize sweeper parameters
150 sweeper_params = {}
151 sweeper_params['quad_type'] = 'RADAU-RIGHT'
152 sweeper_params['num_nodes'] = 3
153 sweeper_params['QI'] = 'LU'
155 # initialize problem parameters
156 problem_params = {}
157 problem_params['nu'] = 0.1 # diffusion coefficient
158 problem_params['freq'] = 2 # frequency for the test value
159 problem_params['nvars'] = 63 # number of degrees of freedom for each level
160 problem_params['bc'] = 'dirichlet-zero' # boundary conditions
162 # initialize step parameters
163 step_params = {}
164 step_params['maxiter'] = 50
166 # initialize controller parameters
167 controller_params = {}
168 controller_params['logger_level'] = 30
170 # fill description dictionary for easy step instantiation
171 description = {}
172 description['problem_class'] = heatNd_unforced
173 description['problem_params'] = problem_params
174 description['sweeper_class'] = generic_implicit
175 description['sweeper_params'] = sweeper_params
176 description['level_params'] = level_params
177 description['step_params'] = step_params
179 # set time parameters
180 t0 = 0.0
181 Tend = 1.0
183 return description, controller_params, t0, Tend
186if __name__ == "__main__":
187 main(num_proc_list=[1], fname='step_6_A_sl_out.txt', multi_level=False)
188 main(num_proc_list=[1, 2, 4, 8], fname='step_6_A_ml_out.txt', multi_level=True)