diff options
Diffstat (limited to 'results/optionA_random_targets_s42.log')
| -rw-r--r-- | results/optionA_random_targets_s42.log | 107 |
1 files changed, 107 insertions, 0 deletions
diff --git a/results/optionA_random_targets_s42.log b/results/optionA_random_targets_s42.log new file mode 100644 index 0000000..a3a42dd --- /dev/null +++ b/results/optionA_random_targets_s42.log @@ -0,0 +1,107 @@ +device=cuda:0, depth=4, d_hidden=256, epochs=100, seed=42 +eval buffer: torch.Size([1024, 3072]) + +=== DFA training === + [DFA] Ep 0: ||h||_med=[8.718070030212402, 8.780964851379395, 8.812002182006836, 8.828720092773438, 8.893179893493652] ||g||_med=[0.0010068593546748161, 0.000997236929833889, 0.0009934091940522194, 0.0009870644425973296, 0.0009829498594626784] acc=0.1152 + [DFA] Ep 1: ||h_L||=1.616e+03 ||g_2||=5.122e-06 acc=0.0781 gamma_dfa=-0.0195 + [DFA] Ep 2: ||h_L||=1.391e+04 ||g_2||=5.878e-07 acc=0.0752 gamma_dfa=-0.0282 + [DFA] Ep 3: ||h_L||=4.246e+04 ||g_2||=1.870e-07 acc=0.1045 gamma_dfa=-0.0381 + [DFA] Ep 4: ||h_L||=9.624e+04 ||g_2||=8.071e-08 acc=0.1035 gamma_dfa=-0.0378 + [DFA] Ep 5: ||h_L||=1.850e+05 ||g_2||=4.153e-08 acc=0.0742 gamma_dfa=-0.0436 + [DFA] Ep 6: ||h_L||=3.073e+05 ||g_2||=2.394e-08 acc=0.0947 gamma_dfa=-0.0448 + [DFA] Ep 7: ||h_L||=4.777e+05 ||g_2||=1.513e-08 acc=0.1084 gamma_dfa=-0.0455 + [DFA] Ep 8: ||h_L||=6.985e+05 ||g_2||=1.015e-08 acc=0.1279 gamma_dfa=-0.0395 + [DFA] Ep 9: ||h_L||=9.675e+05 ||g_2||=7.060e-09 acc=0.0869 gamma_dfa=-0.0190 + [DFA] Ep 10: ||h_L||=1.307e+06 ||g_2||=5.129e-09 acc=0.1045 gamma_dfa=-0.0181 + [DFA] Ep 11: ||h_L||=1.716e+06 ||g_2||=3.838e-09 acc=0.1113 gamma_dfa=-0.0240 + [DFA] Ep 12: ||h_L||=2.196e+06 ||g_2||=2.895e-09 acc=0.0879 gamma_dfa=-0.0201 + [DFA] Ep 13: ||h_L||=2.781e+06 ||g_2||=2.258e-09 acc=0.0703 gamma_dfa=-0.0132 + [DFA] Ep 14: ||h_L||=3.421e+06 ||g_2||=1.784e-09 acc=0.1006 gamma_dfa=-0.0058 + [DFA] Ep 15: ||h_L||=4.226e+06 ||g_2||=1.396e-09 acc=0.0889 gamma_dfa=-0.0100 + [DFA] Ep 16: ||h_L||=5.056e+06 ||g_2||=1.131e-09 acc=0.0889 gamma_dfa=-0.0037 + [DFA] Ep 17: ||h_L||=5.866e+06 ||g_2||=9.453e-10 acc=0.0986 gamma_dfa=-0.0099 + [DFA] Ep 18: ||h_L||=6.858e+06 ||g_2||=7.787e-10 acc=0.0996 gamma_dfa=-0.0063 + [DFA] Ep 19: ||h_L||=8.041e+06 ||g_2||=6.544e-10 acc=0.1104 gamma_dfa=-0.0087 + [DFA] Ep 20: ||h_L||=9.318e+06 ||g_2||=5.474e-10 acc=0.1045 gamma_dfa=-0.0098 + [DFA] Ep 21: ||h_L||=1.077e+07 ||g_2||=4.567e-10 acc=0.0898 gamma_dfa=0.0014 + [DFA] Ep 22: ||h_L||=1.231e+07 ||g_2||=3.877e-10 acc=0.0928 gamma_dfa=-0.0015 + [DFA] Ep 23: ||h_L||=1.395e+07 ||g_2||=3.320e-10 acc=0.1006 gamma_dfa=-0.0039 + [DFA] Ep 24: ||h_L||=1.562e+07 ||g_2||=2.862e-10 acc=0.0889 gamma_dfa=-0.0053 + [DFA] Ep 25: ||h_L||=1.753e+07 ||g_2||=2.498e-10 acc=0.0811 gamma_dfa=-0.0011 + [DFA] Ep 26: ||h_L||=1.959e+07 ||g_2||=2.162e-10 acc=0.0752 gamma_dfa=0.0000 + [DFA] Ep 27: ||h_L||=2.174e+07 ||g_2||=1.882e-10 acc=0.1240 gamma_dfa=-0.0094 + [DFA] Ep 28: ||h_L||=2.396e+07 ||g_2||=1.655e-10 acc=0.0996 gamma_dfa=0.0049 + [DFA] Ep 29: ||h_L||=2.643e+07 ||g_2||=1.463e-10 acc=0.1191 gamma_dfa=-0.0017 + [DFA] Ep 30: ||h_L||=2.888e+07 ||g_2||=1.314e-10 acc=0.1348 gamma_dfa=-0.0005 + [DFA] Ep 31: ||h_L||=3.160e+07 ||g_2||=1.169e-10 acc=0.1182 gamma_dfa=-0.0009 + [DFA] Ep 32: ||h_L||=3.433e+07 ||g_2||=1.024e-10 acc=0.1025 gamma_dfa=-0.0034 + [DFA] Ep 33: ||h_L||=3.693e+07 ||g_2||=9.115e-11 acc=0.1270 gamma_dfa=0.0007 + [DFA] Ep 34: ||h_L||=3.970e+07 ||g_2||=8.221e-11 acc=0.1055 gamma_dfa=0.0019 + [DFA] Ep 35: ||h_L||=4.276e+07 ||g_2||=7.299e-11 acc=0.0928 gamma_dfa=0.0005 + [DFA] Ep 36: ||h_L||=4.573e+07 ||g_2||=6.667e-11 acc=0.1152 gamma_dfa=-0.0008 + [DFA] Ep 37: ||h_L||=4.878e+07 ||g_2||=6.093e-11 acc=0.1250 gamma_dfa=-0.0022 + [DFA] Ep 38: ||h_L||=5.207e+07 ||g_2||=5.443e-11 acc=0.0859 gamma_dfa=-0.0001 + [DFA] Ep 39: ||h_L||=5.511e+07 ||g_2||=4.958e-11 acc=0.1230 gamma_dfa=-0.0013 + [DFA] Ep 40: ||h_L||=5.806e+07 ||g_2||=4.578e-11 acc=0.0781 gamma_dfa=-0.0016 + [DFA] Ep 41: ||h_L||=6.145e+07 ||g_2||=4.278e-11 acc=0.0664 gamma_dfa=0.0003 + [DFA] Ep 42: ||h_L||=6.473e+07 ||g_2||=3.890e-11 acc=0.0889 gamma_dfa=0.0044 + [DFA] Ep 43: ||h_L||=6.815e+07 ||g_2||=3.522e-11 acc=0.1064 gamma_dfa=-0.0026 + [DFA] Ep 44: ||h_L||=7.139e+07 ||g_2||=3.238e-11 acc=0.1396 gamma_dfa=0.0011 + [DFA] Ep 45: ||h_L||=7.456e+07 ||g_2||=3.018e-11 acc=0.1191 gamma_dfa=0.0015 + [DFA] Ep 46: ||h_L||=7.814e+07 ||g_2||=2.801e-11 acc=0.1377 gamma_dfa=0.0007 + [DFA] Ep 47: ||h_L||=8.133e+07 ||g_2||=2.622e-11 acc=0.0869 gamma_dfa=0.0035 + [DFA] Ep 48: ||h_L||=8.473e+07 ||g_2||=2.505e-11 acc=0.0752 gamma_dfa=0.0013 + [DFA] Ep 49: ||h_L||=8.819e+07 ||g_2||=2.312e-11 acc=0.1094 gamma_dfa=0.0011 + [DFA] Ep 50: ||h_L||=9.170e+07 ||g_2||=2.175e-11 acc=0.0986 gamma_dfa=-0.0012 + [DFA] Ep 51: ||h_L||=9.510e+07 ||g_2||=2.029e-11 acc=0.1211 gamma_dfa=0.0001 + [DFA] Ep 52: ||h_L||=9.809e+07 ||g_2||=1.951e-11 acc=0.0820 gamma_dfa=0.0010 + [DFA] Ep 53: ||h_L||=1.015e+08 ||g_2||=1.830e-11 acc=0.0869 gamma_dfa=-0.0033 + [DFA] Ep 54: ||h_L||=1.046e+08 ||g_2||=1.751e-11 acc=0.0898 gamma_dfa=-0.0003 + [DFA] Ep 55: ||h_L||=1.076e+08 ||g_2||=1.678e-11 acc=0.0869 gamma_dfa=-0.0005 + [DFA] Ep 56: ||h_L||=1.111e+08 ||g_2||=1.598e-11 acc=0.1162 gamma_dfa=0.0029 + [DFA] Ep 57: ||h_L||=1.142e+08 ||g_2||=1.499e-11 acc=0.0840 gamma_dfa=-0.0001 + [DFA] Ep 58: ||h_L||=1.171e+08 ||g_2||=1.418e-11 acc=0.0811 gamma_dfa=0.0050 + [DFA] Ep 59: ||h_L||=1.202e+08 ||g_2||=1.351e-11 acc=0.1338 gamma_dfa=-0.0011 + [DFA] Ep 60: ||h_L||=1.230e+08 ||g_2||=1.301e-11 acc=0.1504 gamma_dfa=-0.0020 + [DFA] Ep 61: ||h_L||=1.257e+08 ||g_2||=1.253e-11 acc=0.1123 gamma_dfa=0.0018 + [DFA] Ep 62: ||h_L||=1.285e+08 ||g_2||=1.209e-11 acc=0.0986 gamma_dfa=0.0013 + [DFA] Ep 63: ||h_L||=1.312e+08 ||g_2||=1.186e-11 acc=0.1152 gamma_dfa=0.0017 + [DFA] Ep 64: ||h_L||=1.337e+08 ||g_2||=1.152e-11 acc=0.0996 gamma_dfa=0.0023 + [DFA] Ep 65: ||h_L||=1.359e+08 ||g_2||=1.100e-11 acc=0.0762 gamma_dfa=-0.0017 + [DFA] Ep 66: ||h_L||=1.382e+08 ||g_2||=1.057e-11 acc=0.1162 gamma_dfa=-0.0007 + [DFA] Ep 67: ||h_L||=1.405e+08 ||g_2||=1.041e-11 acc=0.0781 gamma_dfa=0.0021 + [DFA] Ep 68: ||h_L||=1.424e+08 ||g_2||=1.026e-11 acc=0.1074 gamma_dfa=-0.0026 + [DFA] Ep 69: ||h_L||=1.445e+08 ||g_2||=9.974e-12 acc=0.0986 gamma_dfa=0.0005 + [DFA] Ep 70: ||h_L||=1.466e+08 ||g_2||=9.732e-12 acc=0.0889 gamma_dfa=-0.0003 + [DFA] Ep 71: ||h_L||=1.482e+08 ||g_2||=9.569e-12 acc=0.1143 gamma_dfa=-0.0020 + [DFA] Ep 72: ||h_L||=1.499e+08 ||g_2||=9.471e-12 acc=0.1055 gamma_dfa=-0.0012 + [DFA] Ep 73: ||h_L||=1.517e+08 ||g_2||=9.353e-12 acc=0.1201 gamma_dfa=-0.0021 + [DFA] Ep 74: ||h_L||=1.533e+08 ||g_2||=9.077e-12 acc=0.0908 gamma_dfa=0.0005 + [DFA] Ep 75: ||h_L||=1.546e+08 ||g_2||=8.996e-12 acc=0.1133 gamma_dfa=-0.0005 + [DFA] Ep 76: ||h_L||=1.558e+08 ||g_2||=8.988e-12 acc=0.0830 gamma_dfa=-0.0013 + [DFA] Ep 77: ||h_L||=1.571e+08 ||g_2||=8.877e-12 acc=0.0781 gamma_dfa=0.0009 + [DFA] Ep 78: ||h_L||=1.583e+08 ||g_2||=8.694e-12 acc=0.0645 gamma_dfa=0.0014 + [DFA] Ep 79: ||h_L||=1.594e+08 ||g_2||=8.523e-12 acc=0.1074 gamma_dfa=0.0008 + [DFA] Ep 80: ||h_L||=1.603e+08 ||g_2||=8.436e-12 acc=0.0703 gamma_dfa=-0.0008 + [DFA] Ep 81: ||h_L||=1.612e+08 ||g_2||=8.381e-12 acc=0.0938 gamma_dfa=-0.0033 + [DFA] Ep 82: ||h_L||=1.620e+08 ||g_2||=8.330e-12 acc=0.1240 gamma_dfa=0.0004 + [DFA] Ep 83: ||h_L||=1.628e+08 ||g_2||=8.371e-12 acc=0.0859 gamma_dfa=0.0011 + [DFA] Ep 84: ||h_L||=1.634e+08 ||g_2||=8.219e-12 acc=0.0850 gamma_dfa=0.0004 + [DFA] Ep 85: ||h_L||=1.640e+08 ||g_2||=8.202e-12 acc=0.0840 gamma_dfa=0.0002 + [DFA] Ep 86: ||h_L||=1.645e+08 ||g_2||=8.157e-12 acc=0.1064 gamma_dfa=0.0000 + [DFA] Ep 87: ||h_L||=1.650e+08 ||g_2||=8.125e-12 acc=0.0850 gamma_dfa=-0.0002 + [DFA] Ep 88: ||h_L||=1.654e+08 ||g_2||=8.098e-12 acc=0.0820 gamma_dfa=0.0013 + [DFA] Ep 89: ||h_L||=1.657e+08 ||g_2||=8.072e-12 acc=0.1182 gamma_dfa=-0.0002 + [DFA] Ep 90: ||h_L||=1.660e+08 ||g_2||=8.044e-12 acc=0.1084 gamma_dfa=-0.0005 + [DFA] Ep 91: ||h_L||=1.662e+08 ||g_2||=8.025e-12 acc=0.1250 gamma_dfa=-0.0016 + [DFA] Ep 92: ||h_L||=1.664e+08 ||g_2||=8.020e-12 acc=0.1250 gamma_dfa=-0.0005 + [DFA] Ep 93: ||h_L||=1.665e+08 ||g_2||=8.012e-12 acc=0.1201 gamma_dfa=-0.0009 + [DFA] Ep 94: ||h_L||=1.667e+08 ||g_2||=8.013e-12 acc=0.1240 gamma_dfa=-0.0010 + [DFA] Ep 95: ||h_L||=1.667e+08 ||g_2||=8.007e-12 acc=0.1240 gamma_dfa=-0.0007 + [DFA] Ep 96: ||h_L||=1.668e+08 ||g_2||=8.006e-12 acc=0.1240 gamma_dfa=-0.0004 + [DFA] Ep 97: ||h_L||=1.668e+08 ||g_2||=8.007e-12 acc=0.1240 gamma_dfa=-0.0003 + [DFA] Ep 98: ||h_L||=1.669e+08 ||g_2||=8.005e-12 acc=0.1240 gamma_dfa=-0.0003 + [DFA] Ep 99: ||h_L||=1.669e+08 ||g_2||=8.004e-12 acc=0.1240 gamma_dfa=-0.0003 + [DFA] Ep 100: ||h_L||=1.669e+08 ||g_2||=8.004e-12 acc=0.1240 gamma_dfa=-0.0004 + +Saved results/optionA_random_targets_s42/snapshot_evolution_s42.json |