diff options
Diffstat (limited to 'results/snapshot_fa_evolution.log')
| -rw-r--r-- | results/snapshot_fa_evolution.log | 103 |
1 files changed, 103 insertions, 0 deletions
diff --git a/results/snapshot_fa_evolution.log b/results/snapshot_fa_evolution.log new file mode 100644 index 0000000..de11218 --- /dev/null +++ b/results/snapshot_fa_evolution.log @@ -0,0 +1,103 @@ +FA snapshot: depth=4, d=256, seed=42, epochs=100 + [FA] Ep 0: ||h||_med=[8.718070030212402, 8.780964851379395, 8.812002182006836, 8.828720092773438, 8.893179893493652] acc=0.1152 + [FA] Ep 1: ||h_L||=1.209e+04 ||g_2||=8.304e-07 acc=0.2432 + [FA] Ep 2: ||h_L||=6.410e+04 ||g_2||=1.591e-07 acc=0.2344 + [FA] Ep 3: ||h_L||=2.369e+05 ||g_2||=5.772e-08 acc=0.2529 + [FA] Ep 4: ||h_L||=5.822e+05 ||g_2||=2.728e-08 acc=0.2314 + [FA] Ep 5: ||h_L||=9.781e+05 ||g_2||=1.788e-08 acc=0.2275 + [FA] Ep 6: ||h_L||=1.473e+06 ||g_2||=1.256e-08 acc=0.2314 + [FA] Ep 7: ||h_L||=2.010e+06 ||g_2||=9.450e-09 acc=0.2637 + [FA] Ep 8: ||h_L||=2.552e+06 ||g_2||=8.093e-09 acc=0.2373 + [FA] Ep 9: ||h_L||=3.176e+06 ||g_2||=6.801e-09 acc=0.2715 + [FA] Ep 10: ||h_L||=3.778e+06 ||g_2||=5.977e-09 acc=0.2422 + [FA] Ep 11: ||h_L||=4.552e+06 ||g_2||=5.185e-09 acc=0.2793 + [FA] Ep 12: ||h_L||=5.168e+06 ||g_2||=4.689e-09 acc=0.2793 + [FA] Ep 13: ||h_L||=5.776e+06 ||g_2||=4.462e-09 acc=0.2949 + [FA] Ep 14: ||h_L||=6.482e+06 ||g_2||=4.028e-09 acc=0.2842 + [FA] Ep 15: ||h_L||=7.058e+06 ||g_2||=3.815e-09 acc=0.2637 + [FA] Ep 16: ||h_L||=7.683e+06 ||g_2||=3.649e-09 acc=0.2695 + [FA] Ep 17: ||h_L||=8.371e+06 ||g_2||=3.428e-09 acc=0.2939 + [FA] Ep 18: ||h_L||=8.992e+06 ||g_2||=3.310e-09 acc=0.2900 + [FA] Ep 19: ||h_L||=9.604e+06 ||g_2||=3.225e-09 acc=0.2627 + [FA] Ep 20: ||h_L||=1.026e+07 ||g_2||=3.125e-09 acc=0.2500 + [FA] Ep 21: ||h_L||=1.085e+07 ||g_2||=2.966e-09 acc=0.2949 + [FA] Ep 22: ||h_L||=1.147e+07 ||g_2||=2.868e-09 acc=0.2939 + [FA] Ep 23: ||h_L||=1.199e+07 ||g_2||=2.858e-09 acc=0.2803 + [FA] Ep 24: ||h_L||=1.265e+07 ||g_2||=2.773e-09 acc=0.2969 + [FA] Ep 25: ||h_L||=1.325e+07 ||g_2||=2.738e-09 acc=0.2949 + [FA] Ep 26: ||h_L||=1.396e+07 ||g_2||=2.625e-09 acc=0.2920 + [FA] Ep 27: ||h_L||=1.471e+07 ||g_2||=2.634e-09 acc=0.2861 + [FA] Ep 28: ||h_L||=1.530e+07 ||g_2||=2.530e-09 acc=0.2842 + [FA] Ep 29: ||h_L||=1.589e+07 ||g_2||=2.499e-09 acc=0.3242 + [FA] Ep 30: ||h_L||=1.654e+07 ||g_2||=2.468e-09 acc=0.2910 + [FA] Ep 31: ||h_L||=1.720e+07 ||g_2||=2.525e-09 acc=0.3076 + [FA] Ep 32: ||h_L||=1.789e+07 ||g_2||=2.472e-09 acc=0.3164 + [FA] Ep 33: ||h_L||=1.856e+07 ||g_2||=2.442e-09 acc=0.3184 + [FA] Ep 34: ||h_L||=1.921e+07 ||g_2||=2.454e-09 acc=0.3115 + [FA] Ep 35: ||h_L||=1.957e+07 ||g_2||=2.461e-09 acc=0.3115 + [FA] Ep 36: ||h_L||=2.010e+07 ||g_2||=2.424e-09 acc=0.3047 + [FA] Ep 37: ||h_L||=2.056e+07 ||g_2||=2.375e-09 acc=0.3066 + [FA] Ep 38: ||h_L||=2.108e+07 ||g_2||=2.388e-09 acc=0.3174 + [FA] Ep 39: ||h_L||=2.154e+07 ||g_2||=2.334e-09 acc=0.3076 + [FA] Ep 40: ||h_L||=2.198e+07 ||g_2||=2.361e-09 acc=0.3213 + [FA] Ep 41: ||h_L||=2.244e+07 ||g_2||=2.348e-09 acc=0.3057 + [FA] Ep 42: ||h_L||=2.281e+07 ||g_2||=2.375e-09 acc=0.3252 + [FA] Ep 43: ||h_L||=2.319e+07 ||g_2||=2.382e-09 acc=0.3184 + [FA] Ep 44: ||h_L||=2.350e+07 ||g_2||=2.363e-09 acc=0.3008 + [FA] Ep 45: ||h_L||=2.381e+07 ||g_2||=2.359e-09 acc=0.3076 + [FA] Ep 46: ||h_L||=2.423e+07 ||g_2||=2.372e-09 acc=0.3125 + [FA] Ep 47: ||h_L||=2.456e+07 ||g_2||=2.317e-09 acc=0.3115 + [FA] Ep 48: ||h_L||=2.472e+07 ||g_2||=2.343e-09 acc=0.3135 + [FA] Ep 49: ||h_L||=2.498e+07 ||g_2||=2.351e-09 acc=0.3096 + [FA] Ep 50: ||h_L||=2.532e+07 ||g_2||=2.393e-09 acc=0.3242 + [FA] Ep 51: ||h_L||=2.563e+07 ||g_2||=2.346e-09 acc=0.3193 + [FA] Ep 52: ||h_L||=2.580e+07 ||g_2||=2.380e-09 acc=0.3223 + [FA] Ep 53: ||h_L||=2.612e+07 ||g_2||=2.336e-09 acc=0.3174 + [FA] Ep 54: ||h_L||=2.650e+07 ||g_2||=2.317e-09 acc=0.3145 + [FA] Ep 55: ||h_L||=2.679e+07 ||g_2||=2.339e-09 acc=0.3066 + [FA] Ep 56: ||h_L||=2.718e+07 ||g_2||=2.331e-09 acc=0.3184 + [FA] Ep 57: ||h_L||=2.743e+07 ||g_2||=2.310e-09 acc=0.3115 + [FA] Ep 58: ||h_L||=2.769e+07 ||g_2||=2.289e-09 acc=0.3066 + [FA] Ep 59: ||h_L||=2.796e+07 ||g_2||=2.303e-09 acc=0.3125 + [FA] Ep 60: ||h_L||=2.830e+07 ||g_2||=2.302e-09 acc=0.3281 + [FA] Ep 61: ||h_L||=2.852e+07 ||g_2||=2.303e-09 acc=0.3408 + [FA] Ep 62: ||h_L||=2.871e+07 ||g_2||=2.266e-09 acc=0.3203 + [FA] Ep 63: ||h_L||=2.888e+07 ||g_2||=2.271e-09 acc=0.3164 + [FA] Ep 64: ||h_L||=2.905e+07 ||g_2||=2.292e-09 acc=0.3389 + [FA] Ep 65: ||h_L||=2.927e+07 ||g_2||=2.285e-09 acc=0.3418 + [FA] Ep 66: ||h_L||=2.948e+07 ||g_2||=2.269e-09 acc=0.3398 + [FA] Ep 67: ||h_L||=2.968e+07 ||g_2||=2.278e-09 acc=0.3174 + [FA] Ep 68: ||h_L||=2.988e+07 ||g_2||=2.245e-09 acc=0.3184 + [FA] Ep 69: ||h_L||=3.009e+07 ||g_2||=2.228e-09 acc=0.3242 + [FA] Ep 70: ||h_L||=3.027e+07 ||g_2||=2.242e-09 acc=0.3213 + [FA] Ep 71: ||h_L||=3.048e+07 ||g_2||=2.215e-09 acc=0.3145 + [FA] Ep 72: ||h_L||=3.060e+07 ||g_2||=2.220e-09 acc=0.3242 + [FA] Ep 73: ||h_L||=3.075e+07 ||g_2||=2.203e-09 acc=0.3115 + [FA] Ep 74: ||h_L||=3.092e+07 ||g_2||=2.224e-09 acc=0.3320 + [FA] Ep 75: ||h_L||=3.101e+07 ||g_2||=2.209e-09 acc=0.3232 + [FA] Ep 76: ||h_L||=3.109e+07 ||g_2||=2.215e-09 acc=0.3281 + [FA] Ep 77: ||h_L||=3.118e+07 ||g_2||=2.200e-09 acc=0.3369 + [FA] Ep 78: ||h_L||=3.127e+07 ||g_2||=2.210e-09 acc=0.3291 + [FA] Ep 79: ||h_L||=3.140e+07 ||g_2||=2.183e-09 acc=0.3232 + [FA] Ep 80: ||h_L||=3.145e+07 ||g_2||=2.193e-09 acc=0.3301 + [FA] Ep 81: ||h_L||=3.150e+07 ||g_2||=2.208e-09 acc=0.3428 + [FA] Ep 82: ||h_L||=3.154e+07 ||g_2||=2.205e-09 acc=0.3418 + [FA] Ep 83: ||h_L||=3.160e+07 ||g_2||=2.190e-09 acc=0.3340 + [FA] Ep 84: ||h_L||=3.165e+07 ||g_2||=2.190e-09 acc=0.3340 + [FA] Ep 85: ||h_L||=3.170e+07 ||g_2||=2.177e-09 acc=0.3203 + [FA] Ep 86: ||h_L||=3.173e+07 ||g_2||=2.192e-09 acc=0.3311 + [FA] Ep 87: ||h_L||=3.178e+07 ||g_2||=2.186e-09 acc=0.3340 + [FA] Ep 88: ||h_L||=3.180e+07 ||g_2||=2.191e-09 acc=0.3369 + [FA] Ep 89: ||h_L||=3.182e+07 ||g_2||=2.191e-09 acc=0.3447 + [FA] Ep 90: ||h_L||=3.185e+07 ||g_2||=2.186e-09 acc=0.3350 + [FA] Ep 91: ||h_L||=3.186e+07 ||g_2||=2.187e-09 acc=0.3359 + [FA] Ep 92: ||h_L||=3.189e+07 ||g_2||=2.189e-09 acc=0.3389 + [FA] Ep 93: ||h_L||=3.189e+07 ||g_2||=2.190e-09 acc=0.3350 + [FA] Ep 94: ||h_L||=3.190e+07 ||g_2||=2.177e-09 acc=0.3350 + [FA] Ep 95: ||h_L||=3.191e+07 ||g_2||=2.182e-09 acc=0.3389 + [FA] Ep 96: ||h_L||=3.191e+07 ||g_2||=2.181e-09 acc=0.3398 + [FA] Ep 97: ||h_L||=3.191e+07 ||g_2||=2.182e-09 acc=0.3379 + [FA] Ep 98: ||h_L||=3.191e+07 ||g_2||=2.181e-09 acc=0.3379 + [FA] Ep 99: ||h_L||=3.191e+07 ||g_2||=2.181e-09 acc=0.3379 + [FA] Ep 100: ||h_L||=3.191e+07 ||g_2||=2.181e-09 acc=0.3379 +Saved: results/snapshot_evolution_v2/snapshot_fa_s42.json |