Mercurial > repos > pointsource_pde / file comparison
comparison: stats/base.py
stats/base.py
- changeset 13
- 2cb7f20654e6
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| 12:a0d61ac3719e | 13:2cb7f20654e6 |
|---|---|
| 1 import laser_and_mirrors_aux | |
| 2 | |
| 3 # Give name to the problem | |
| 4 name = "laser_and_mirrors_aux" | |
| 5 | |
| 6 # Fine-tune algorithms | |
| 7 alg_finetune = { | |
| 8 "tau0": 0.02, | |
| 9 "sigmap0": 0.0001, | |
| 10 "tautheta": 0.07, | |
| 11 "gradv_lipest_mult": 1, | |
| 12 "transport_tolerance": 1e5, | |
| 13 "inner_method": "Exact", | |
| 14 "merge": True, | |
| 15 "fitness_merging": True, | |
| 16 "merge_radius": 0.1, | |
| 17 "merge_interp": False, | |
| 18 "scaling_heuristic": None, | |
| 19 "extra_weight_optimisation_steps": None, | |
| 20 } | |
| 21 | |
| 22 reg_params = { | |
| 23 "alpha": 2e-3, | |
| 24 "alpha_k": 60, | |
| 25 "alpha_c": 0.06, | |
| 26 "c_noise": 0.02, | |
| 27 "k_noise": 0.02, | |
| 28 "seed": 2393, | |
| 29 "true_init": False, | |
| 30 "true_target": False, | |
| 31 "noise": 0.01, | |
| 32 "sim_oversample": 2, | |
| 33 "sim_oversample_time": 2, | |
| 34 "scale_cstep": 300, | |
| 35 "do_non_sliding": True, | |
| 36 } | |
| 37 | |
| 38 algorithm_overrides = { | |
| 39 "RadonFB": alg_finetune, | |
| 40 "RadonSlidingFB": alg_finetune, | |
| 41 "RadonPDPS": alg_finetune, | |
| 42 "RadonSlidingPDPS": alg_finetune, | |
| 43 } | |
| 44 | |
| 45 | |
| 46 def setup(prefix): | |
| 47 return laser_and_mirrors_aux.setup( | |
| 48 prefix, | |
| 49 alpha=reg_params["alpha"], | |
| 50 alpha_k=reg_params["alpha_k"], | |
| 51 alpha_c=reg_params["alpha_c"], | |
| 52 c_noise=reg_params["c_noise"], | |
| 53 k_noise=reg_params["k_noise"], | |
| 54 seed=reg_params["seed"], | |
| 55 true_init=reg_params["true_init"], | |
| 56 true_target=reg_params["true_target"], | |
| 57 sim_oversample=reg_params["sim_oversample"], | |
| 58 sim_oversample_time=reg_params["sim_oversample_time"], | |
| 59 scale_cstep=reg_params["scale_cstep"], | |
| 60 ) |
