Create experiment_4_multigenerational_genetic_inheritance.txt

experiment_2/experiment_4_multigenerational_genetic_inheritance.txt

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+=================================================================
+MULTI-GENERATIONAL GEOMETRIC EVOLUTION
+=================================================================
+  Device: cuda
+
+  Generating data...
+  Train: 15,000  Val: 3,000
+
+=================================================================
+GENERATION 0: FOUNDERS (2 independent models)
+=================================================================
+
+  ── F0_raw ──
+  [F0_raw] E 1: t=0.078 v=0.115 cv=1.2050 [polygon=0.00 curve=0.20 star=0.18 structure=0.14]
+  [F0_raw] E10: t=0.612 v=0.614 cv=1.4293 [polygon=0.37 curve=0.99 star=0.55 structure=0.69]
+  [F0_raw] E20: t=0.685 v=0.666 cv=1.5669 [polygon=0.39 curve=0.98 star=0.73 structure=0.72]
+  [F0_raw] E30: t=0.689 v=0.586 cv=1.2182 [polygon=0.48 curve=0.29 star=0.91 structure=0.64]
+  → F0_raw: val=0.586
+
+  ── F0_geo ──
+  [F0_geo] E 1: t=0.068 v=0.138 cv=1.5701 [polygon=0.02 curve=0.20 star=0.18 structure=0.19]
+  [F0_geo] E10: t=0.559 v=0.618 cv=1.6912 [polygon=0.32 curve=0.93 star=0.71 structure=0.68]
+  [F0_geo] E20: t=0.639 v=0.603 cv=1.4958 [polygon=0.32 curve=0.99 star=0.54 structure=0.71]
+  [F0_geo] E30: t=0.688 v=0.663 cv=1.5600 [polygon=0.36 curve=1.00 star=0.75 structure=0.72]
+  → F0_geo: val=0.663
+
+=================================================================
+GENERATION 1: 3 OFFSPRING from 2 founders
+=================================================================
+
+  Extracting founder embeddings...
+  GPA consensus: CV=0.1258, cos=[0.8334668278694153, 0.813448965549469]
+
+  ── G1_0 (geo_a) ──
+  [G1_0] E 1: t=0.079 v=0.156 cos=-0.004 cv=1.1823 [polygon=0.11 curve=0.00 star=0.22 structure=0.24]
+  [G1_0] E10: t=0.636 v=0.622 cos=-0.000 cv=0.7919 [polygon=0.31 curve=1.00 star=0.75 structure=0.64]
+  [G1_0] E20: t=0.725 v=0.723 cos=0.002 cv=0.6384 [polygon=0.44 curve=0.98 star=0.91 structure=0.74]
+  [G1_0] E30: t=0.752 v=0.746 cos=0.002 cv=0.5987 [polygon=0.50 curve=0.99 star=0.93 structure=0.74]
+  → G1_0: val=0.746
+
+  ── G1_1 (geo_b) ──
+  [G1_1] E 1: t=0.086 v=0.277 cos=-0.005 cv=1.4235 [polygon=0.14 curve=0.38 star=0.23 structure=0.38]
+  [G1_1] E10: t=0.623 v=0.575 cos=-0.000 cv=0.8024 [polygon=0.22 curve=0.79 star=0.75 structure=0.68]
+  [G1_1] E20: t=0.703 v=0.668 cos=0.001 cv=0.6334 [polygon=0.41 curve=0.87 star=0.80 structure=0.72]
+  [G1_1] E30: t=0.746 v=0.749 cos=0.001 cv=0.4028 [polygon=0.49 curve=1.00 star=0.95 structure=0.74]
+  → G1_1: val=0.749
+
+  ── G1_2 (geo_c) ──
+  [G1_2] E 1: t=0.098 v=0.243 cos=-0.006 cv=1.1072 [polygon=0.15 curve=0.03 star=0.29 structure=0.40]
+  [G1_2] E10: t=0.657 v=0.617 cos=-0.000 cv=0.5284 [polygon=0.37 curve=0.76 star=0.66 structure=0.74]
+  [G1_2] E20: t=0.737 v=0.731 cos=0.001 cv=0.3207 [polygon=0.48 curve=1.00 star=0.94 structure=0.70]
+  [G1_2] E30: t=0.770 v=0.761 cos=0.001 cv=0.3522 [polygon=0.49 curve=1.00 star=0.99 structure=0.75]
+  → G1_2: val=0.761
+
+=================================================================
+GENERATION 2: 4 OFFSPRING from 3 G1 + 1 new founder
+=================================================================
+
+  ── New founder ──
+  [NEW] E 1: t=0.075 v=0.177 cv=1.4604 [polygon=0.14 curve=0.20 star=0.12 structure=0.23]
+  [NEW] E10: t=0.568 v=0.618 cv=1.4712 [polygon=0.30 curve=0.99 star=0.72 structure=0.66]
+  [NEW] E20: t=0.655 v=0.639 cv=1.2712 [polygon=0.34 curve=0.99 star=0.75 structure=0.68]
+  [NEW] E30: t=0.683 v=0.690 cv=1.3805 [polygon=0.44 curve=0.96 star=0.83 structure=0.70]
+
+  Extracting G1 + new founder...
+  GPA consensus (4 models): CV=0.1031, cos=[0.6878579258918762, 0.6954009532928467, 0.6990697383880615, 0.6920183897018433]
+
+  ── G2_0 (geo_a) ──
+  [G2_0] E 1: t=0.077 v=0.208 cos=-0.009 cv=1.3452 [polygon=0.13 curve=0.20 star=0.17 structure=0.31]
+  [G2_0] E10: t=0.632 v=0.665 cos=-0.001 cv=0.5819 [polygon=0.44 curve=0.97 star=0.81 structure=0.63]
+  [G2_0] E20: t=0.719 v=0.749 cos=0.001 cv=0.4937 [polygon=0.48 curve=0.99 star=0.94 structure=0.76]
+  [G2_0] E30: t=0.757 v=0.750 cos=0.000 cv=0.3473 [polygon=0.49 curve=0.99 star=0.94 structure=0.75]
+  → G2_0: val=0.750
+
+  ── G2_1 (geo_b) ──
+  [G2_1] E 1: t=0.088 v=0.250 cos=-0.005 cv=1.4912 [polygon=0.09 curve=0.20 star=0.27 structure=0.41]
+  [G2_1] E10: t=0.637 v=0.673 cos=0.001 cv=0.5785 [polygon=0.35 curve=1.00 star=0.78 structure=0.74]
+  [G2_1] E20: t=0.731 v=0.722 cos=0.001 cv=0.4775 [polygon=0.45 curve=0.98 star=0.96 structure=0.70]
+  [G2_1] E30: t=0.758 v=0.751 cos=0.001 cv=0.4243 [polygon=0.49 curve=0.95 star=0.97 structure=0.76]
+  → G2_1: val=0.751
+
+  ── G2_2 (geo_c) ──
+  [G2_2] E 1: t=0.086 v=0.225 cos=-0.003 cv=1.2452 [polygon=0.12 curve=0.20 star=0.28 structure=0.30]
+  [G2_2] E10: t=0.662 v=0.690 cos=0.000 cv=0.5007 [polygon=0.38 curve=0.99 star=0.86 structure=0.72]
+  [G2_2] E20: t=0.726 v=0.731 cos=0.002 cv=0.3399 [polygon=0.45 curve=1.00 star=0.95 structure=0.72]
+  [G2_2] E30: t=0.766 v=0.766 cos=0.002 cv=0.3048 [polygon=0.54 curve=0.98 star=0.96 structure=0.75]
+  → G2_2: val=0.766
+
+  ── G2_3 (new_geo) ──
+  [G2_3] E 1: t=0.094 v=0.251 cos=-0.010 cv=1.2798 [polygon=0.00 curve=0.40 star=0.21 structure=0.43]
+  [G2_3] E10: t=0.659 v=0.625 cos=-0.000 cv=0.5776 [polygon=0.31 curve=0.80 star=0.84 structure=0.70]
+  [G2_3] E20: t=0.732 v=0.753 cos=0.000 cv=0.3896 [polygon=0.52 curve=0.99 star=0.96 structure=0.72]
+  [G2_3] E30: t=0.768 v=0.764 cos=0.001 cv=0.3200 [polygon=0.55 curve=0.98 star=0.97 structure=0.73]
+  → G2_3: val=0.764
+
+=================================================================
+GENERATION 3: FINAL DESCENDANT from 4 G2 + 1 new founder
+=================================================================
+
+  ── New founder ──
+  [NEW2] E 1: t=0.054 v=0.081 cv=1.2044 [polygon=0.08 curve=0.20 star=0.00 structure=0.07]
+  [NEW2] E10: t=0.604 v=0.638 cv=1.4442 [polygon=0.29 curve=0.98 star=0.79 structure=0.69]
+  [NEW2] E20: t=0.668 v=0.586 cv=1.7902 [polygon=0.39 curve=0.92 star=0.45 structure=0.68]
+  [NEW2] E30: t=0.690 v=0.699 cv=1.5974 [polygon=0.48 curve=0.98 star=0.89 structure=0.64]
+
+  Extracting G2 + new founder...
+  GPA consensus (5 models): CV=0.1456, cos=[0.6665045022964478, 0.6673623323440552, 0.6707176566123962, 0.6691686511039734, 0.6510789394378662]
+
+  ── FINAL DESCENDANT ──
+  [FINAL] E 1: t=0.088 v=0.246 cos=-0.006 cv=1.2441 [polygon=0.11 curve=0.00 star=0.23 structure=0.50]
+  [FINAL] E10: t=0.654 v=0.672 cos=0.001 cv=0.5332 [polygon=0.42 curve=0.99 star=0.83 structure=0.65]
+  [FINAL] E20: t=0.714 v=0.690 cos=0.002 cv=0.3923 [polygon=0.46 curve=0.97 star=0.73 structure=0.73]
+  [FINAL] E30: t=0.761 v=0.764 cos=0.002 cv=0.3244 [polygon=0.55 curve=1.00 star=0.96 structure=0.73]
+
+
+=================================================================
+EVOLUTION SUMMARY
+=================================================================
+
+  Model        Gen  v_acc      cv  poly curve  star struct
+  -------------------------------------------------------
+  F0_geo         0  0.663  1.8428  0.36  1.00  0.75  0.72
+  F0_raw         0  0.586  1.2137  0.48  0.29  0.91  0.64
+  F1_new         1  0.690  0.0000  0.00  0.00  0.00  0.00
+  G1_0           1  0.746  0.5866  0.50  0.99  0.93  0.74
+  G1_1           1  0.749  0.4433  0.49  1.00  0.95  0.74
+  G1_2           1  0.761  0.2822  0.49  1.00  0.99  0.75
+  F2_new         2  0.699  0.0000  0.00  0.00  0.00  0.00
+  G2_0           2  0.750  0.4110  0.49  0.99  0.94  0.75
+  G2_1           2  0.751  0.4170  0.49  0.95  0.97  0.76
+  G2_2           2  0.766  0.3079  0.54  0.98  0.96  0.75
+  G2_3           2  0.764  0.3613  0.55  0.98  0.97  0.73
+  FINAL          3  0.764  0.2954  0.55  1.00  0.96  0.73
+
+  Per-generation averages:
+    Gen 0: mean_acc=0.625 best=0.663 n=2
+    Gen 1: mean_acc=0.737 best=0.761 n=4
+    Gen 2: mean_acc=0.746 best=0.766 n=5
+    Gen 3: mean_acc=0.764 best=0.764 n=1
+
+  Consensus CV progression: G1=0.1258 → G2=0.1031 → G3=0.1456
+
+=================================================================
+DONE
+=================================================================