rl_arch mae_study cost w56a

rl_arch/mae_study/maecost_w56a.json

@@ -214,10 +214,66 @@
     "per_transition_min": 2.665402619264744,
     "n_builds": 2
    }
+  },
+  "heat2d_longtime": {
+   "pde": "heat2d_longtime",
+   "device": "Tesla T4",
+   "actions": [
+    {
+     "opt": "Adam",
+     "lr": 0.001,
+     "epochs": 1000,
+     "s": 151.35194182395935
+    },
+    {
+     "opt": "LBFGS",
+     "lr": 0.5,
+     "epochs": 500,
+     "s": 779.2455232143402
+    },
+    {
+     "opt": "PSO",
+     "lr": 0.001,
+     "epochs": 200,
+     "s": 782.3654410839081
+    }
+   ],
+   "ae_s": [
+    40.73115134239197,
+    40.46372389793396
+   ],
+   "surface_s": [
+    27.20539951324463,
+    26.992510557174683
+   ],
+   "n_train_calls": 3,
+   "t_ae_s": 81.2,
+   "t_surface_s": 54.7,
+   "t_opt_s": 1713.0,
+   "elapsed_s": 1851.2,
+   "l2re": 1.0003363911486447,
+   "ae_epochs": 10000,
+   "n_save_models": 10,
+   "hidden_layers": "100*5",
+   "plain_fnn": false,
+   "ae_batch": 32,
+   "derived": {
+    "sec_per_epoch": {
+     "Adam": 0.15135194182395936,
+     "LBFGS": 1.5584910464286805,
+     "PSO": 3.91182720541954
+    },
+    "missing_family": [],
+    "map_s": 67.69639265537262,
+    "opt_s": 598.3943320115408,
+    "per_transition_s": 666.0907246669134,
+    "per_transition_min": 11.101512077781889,
+    "n_builds": 2
+   }
   }
  },
  "missing": {
   "grayscott": "предел 45.0 мин: b\"e=1.0680e-01\\nCompiling model...\\n'compile' took 0.011194 s\\n\\nTraining model...\\n\\nTime                  Step      Train loss                                  Test loss                                   Test metric\\n2026-10-17 16:00:39   0         [1.46e-05, 8.29e-07, 4.81e-01, 4.81e-01]    [8.41e-06, 4.46e-07, 4.81e-01, 4.81e-01]    []  \\nModel saved at iteration 20 (1/10)\\nModel saved at iteration 40 (2/10)\\nModel saved at iteration 60 (3/10)\\nModel saved at iteration 80 (4/10)\\n2026-10-17 16:16:09   100       [1.46e-05, 8.29e-07, 4.81e-01, 4.81e-01]    [8.41e-06, 4.46e-07, 4.81e-01, 4.81e-01]    []  \\n\""
  },
- "elapsed_s": 3617.0
+ "elapsed_s": 5508.2
 }