output.txt

+ epoch 0: correct = 401,  false = 599   mean error = 266.159778
+ epoch 1: correct = 607,  false = 393   mean error = 144.811682
+ epoch 2: correct = 607,  false = 393   mean error = 138.812701
+ epoch 3: correct = 607,  false = 393   mean error = 138.203859
+ epoch 4: correct = 607,  false = 393   mean error = 138.089110
+ epoch 5: correct = 607,  false = 393   mean error = 138.059742
+ epoch 6: correct = 607,  false = 393   mean error = 138.049915
+ epoch 7: correct = 607,  false = 393   mean error = 138.045494
+ epoch 8: correct = 607,  false = 393   mean error = 138.042842
+ epoch 9: correct = 607,  false = 393   mean error = 138.040864
+ epoch 10: correct = 607,  false = 393   mean error = 138.039179
+ epoch 11: correct = 607,  false = 393   mean error = 138.037634
+ epoch 12: correct = 607,  false = 393   mean error = 138.036161
+ epoch 13: correct = 607,  false = 393   mean error = 138.034730
+ epoch 14: correct = 607,  false = 393   mean error = 138.033325
+ epoch 15: correct = 607,  false = 393   mean error = 138.031936
+ epoch 16: correct = 607,  false = 393   mean error = 138.030561
+ epoch 17: correct = 607,  false = 393   mean error = 138.029196
+ epoch 18: correct = 607,  false = 393   mean error = 138.027842
+ epoch 19: correct = 607,  false = 393   mean error = 138.026495
+ epoch 20: correct = 607,  false = 393   mean error = 138.025157
+ epoch 21: correct = 607,  false = 393   mean error = 138.023827
+ epoch 22: correct = 607,  false = 393   mean error = 138.022504
+ epoch 23: correct = 607,  false = 393   mean error = 138.021189
+ epoch 24: correct = 607,  false = 393   mean error = 138.019880
+ epoch 25: correct = 607,  false = 393   mean error = 138.018578
+ epoch 26: correct = 607,  false = 393   mean error = 138.017282
+ epoch 27: correct = 607,  false = 393   mean error = 138.015992
+ epoch 28: correct = 607,  false = 393   mean error = 138.014709
+ epoch 29: correct = 607,  false = 393   mean error = 138.013431
+ epoch 30: correct = 607,  false = 393   mean error = 138.012159
+ epoch 31: correct = 607,  false = 393   mean error = 138.010892
+ epoch 32: correct = 607,  false = 393   mean error = 138.009630
+ epoch 33: correct = 607,  false = 393   mean error = 138.008373
+ epoch 34: correct = 607,  false = 393   mean error = 138.007120
+ epoch 35: correct = 607,  false = 393   mean error = 138.005873
+ epoch 36: correct = 607,  false = 393   mean error = 138.004629
+ epoch 37: correct = 607,  false = 393   mean error = 138.003390
+ epoch 38: correct = 607,  false = 393   mean error = 138.002155
+ epoch 39: correct = 607,  false = 393   mean error = 138.000924
+ epoch 40: correct = 607,  false = 393   mean error = 137.999697
+ epoch 41: correct = 607,  false = 393   mean error = 137.998473
+ epoch 42: correct = 607,  false = 393   mean error = 137.997252
+ epoch 43: correct = 607,  false = 393   mean error = 137.996035
+ epoch 44: correct = 607,  false = 393   mean error = 137.994821
+ epoch 45: correct = 607,  false = 393   mean error = 137.993610
+ epoch 46: correct = 607,  false = 393   mean error = 137.992402
+ epoch 47: correct = 607,  false = 393   mean error = 137.991196
+ epoch 48: correct = 607,  false = 393   mean error = 137.989993
+ epoch 49: correct = 607,  false = 393   mean error = 137.988792
+ epoch 50: correct = 607,  false = 393   mean error = 137.987594
+ epoch 51: correct = 607,  false = 393   mean error = 137.986398
+ epoch 52: correct = 607,  false = 393   mean error = 137.985204
+ epoch 53: correct = 607,  false = 393   mean error = 137.984012
+ epoch 54: correct = 607,  false = 393   mean error = 137.982821
+ epoch 55: correct = 607,  false = 393   mean error = 137.981633
+ epoch 56: correct = 607,  false = 393   mean error = 137.980445
+ epoch 57: correct = 607,  false = 393   mean error = 137.979260
+ epoch 58: correct = 607,  false = 393   mean error = 137.978076
+ epoch 59: correct = 607,  false = 393   mean error = 137.976893
+ epoch 60: correct = 607,  false = 393   mean error = 137.975711
+ epoch 61: correct = 607,  false = 393   mean error = 137.974530
+ epoch 62: correct = 607,  false = 393   mean error = 137.973350
+ epoch 63: correct = 607,  false = 393   mean error = 137.972171
+ epoch 64: correct = 607,  false = 393   mean error = 137.970993
+ epoch 65: correct = 607,  false = 393   mean error = 137.969816
+ epoch 66: correct = 607,  false = 393   mean error = 137.968639
+ epoch 67: correct = 607,  false = 393   mean error = 137.967462
+ epoch 68: correct = 607,  false = 393   mean error = 137.966286
+ epoch 69: correct = 607,  false = 393   mean error = 137.965111
+ epoch 70: correct = 607,  false = 393   mean error = 137.963935
+ epoch 71: correct = 607,  false = 393   mean error = 137.962760
+ epoch 72: correct = 607,  false = 393   mean error = 137.961585
+ epoch 73: correct = 607,  false = 393   mean error = 137.960410
+ epoch 74: correct = 607,  false = 393   mean error = 137.959234
+ epoch 75: correct = 607,  false = 393   mean error = 137.958059
+ epoch 76: correct = 607,  false = 393   mean error = 137.956883
+ epoch 77: correct = 607,  false = 393   mean error = 137.955707
+ epoch 78: correct = 607,  false = 393   mean error = 137.954531
+ epoch 79: correct = 607,  false = 393   mean error = 137.953354
+ epoch 80: correct = 607,  false = 393   mean error = 137.952176
+ epoch 81: correct = 607,  false = 393   mean error = 137.950998
+ epoch 82: correct = 607,  false = 393   mean error = 137.949820
+ epoch 83: correct = 607,  false = 393   mean error = 137.948641
+ epoch 84: correct = 607,  false = 393   mean error = 137.947460
+ epoch 85: correct = 607,  false = 393   mean error = 137.946279
+ epoch 86: correct = 607,  false = 393   mean error = 137.945098
+ epoch 87: correct = 607,  false = 393   mean error = 137.943915
+ epoch 88: correct = 607,  false = 393   mean error = 137.942731
+ epoch 89: correct = 607,  false = 393   mean error = 137.941546
+ epoch 90: correct = 607,  false = 393   mean error = 137.940360
+ epoch 91: correct = 607,  false = 393   mean error = 137.939173
+ epoch 92: correct = 607,  false = 393   mean error = 137.937984
+ epoch 93: correct = 607,  false = 393   mean error = 137.936795
+ epoch 94: correct = 607,  false = 393   mean error = 137.935604
+ epoch 95: correct = 607,  false = 393   mean error = 137.934411
+ epoch 96: correct = 607,  false = 393   mean error = 137.933217
+ epoch 97: correct = 607,  false = 393   mean error = 137.932022
+ epoch 98: correct = 607,  false = 393   mean error = 137.930825
+ epoch 99: correct = 607,  false = 393   mean error = 137.929626
+ epoch 100: correct = 607,  false = 393   mean error = 137.928426
+ epoch 101: correct = 607,  false = 393   mean error = 137.927225
+ epoch 102: correct = 607,  false = 393   mean error = 137.926021
+ epoch 103: correct = 607,  false = 393   mean error = 137.924816
+ epoch 104: correct = 607,  false = 393   mean error = 137.923609
+ epoch 105: correct = 607,  false = 393   mean error = 137.922400
+ epoch 106: correct = 607,  false = 393   mean error = 137.921190
+ epoch 107: correct = 607,  false = 393   mean error = 137.919977
+ epoch 108: correct = 607,  false = 393   mean error = 137.918763
+ epoch 109: correct = 607,  false = 393   mean error = 137.917546
+ epoch 110: correct = 607,  false = 393   mean error = 137.916328
+ epoch 111: correct = 607,  false = 393   mean error = 137.915107
+ epoch 112: correct = 607,  false = 393   mean error = 137.913885
+ epoch 113: correct = 607,  false = 393   mean error = 137.912660
+ epoch 114: correct = 607,  false = 393   mean error = 137.911434
+ epoch 115: correct = 607,  false = 393   mean error = 137.910205
+ epoch 116: correct = 607,  false = 393   mean error = 137.908974
+ epoch 117: correct = 607,  false = 393   mean error = 137.907741
+ epoch 118: correct = 607,  false = 393   mean error = 137.906506
+ epoch 119: correct = 607,  false = 393   mean error = 137.905268
+ epoch 120: correct = 607,  false = 393   mean error = 137.904028
+ epoch 121: correct = 607,  false = 393   mean error = 137.902786
+ epoch 122: correct = 607,  false = 393   mean error = 137.901542
+ epoch 123: correct = 607,  false = 393   mean error = 137.900295
+ epoch 124: correct = 607,  false = 393   mean error = 137.899046
+ epoch 125: correct = 607,  false = 393   mean error = 137.897795
+ epoch 126: correct = 607,  false = 393   mean error = 137.896541
+ epoch 127: correct = 607,  false = 393   mean error = 137.895285
+ epoch 128: correct = 607,  false = 393   mean error = 137.894026
+ epoch 129: correct = 607,  false = 393   mean error = 137.892765
+ epoch 130: correct = 607,  false = 393   mean error = 137.891502
+ epoch 131: correct = 607,  false = 393   mean error = 137.890236
+ epoch 132: correct = 607,  false = 393   mean error = 137.888967
+ epoch 133: correct = 607,  false = 393   mean error = 137.887696
+ epoch 134: correct = 607,  false = 393   mean error = 137.886423
+ epoch 135: correct = 607,  false = 393   mean error = 137.885147
+ epoch 136: correct = 607,  false = 393   mean error = 137.883868
+ epoch 137: correct = 607,  false = 393   mean error = 137.882587
+ epoch 138: correct = 607,  false = 393   mean error = 137.881304
+ epoch 139: correct = 607,  false = 393   mean error = 137.880017
+ epoch 140: correct = 607,  false = 393   mean error = 137.878729
+ epoch 141: correct = 607,  false = 393   mean error = 137.877437
+ epoch 142: correct = 607,  false = 393   mean error = 137.876143
+ epoch 143: correct = 607,  false = 393   mean error = 137.874847
+ epoch 144: correct = 607,  false = 393   mean error = 137.873547
+ epoch 145: correct = 607,  false = 393   mean error = 137.872245
+ epoch 146: correct = 607,  false = 393   mean error = 137.870941
+ epoch 147: correct = 607,  false = 393   mean error = 137.869633
+ epoch 148: correct = 607,  false = 393   mean error = 137.868323
+ epoch 149: correct = 607,  false = 393   mean error = 137.867011
+ epoch 150: correct = 607,  false = 393   mean error = 137.865695
+ epoch 151: correct = 607,  false = 393   mean error = 137.864377
+ epoch 152: correct = 607,  false = 393   mean error = 137.863056
+ epoch 153: correct = 607,  false = 393   mean error = 137.861732
+ epoch 154: correct = 607,  false = 393   mean error = 137.860406
+ epoch 155: correct = 607,  false = 393   mean error = 137.859076
+ epoch 156: correct = 607,  false = 393   mean error = 137.857744
+ epoch 157: correct = 607,  false = 393   mean error = 137.856409
+ epoch 158: correct = 607,  false = 393   mean error = 137.855071
+ epoch 159: correct = 607,  false = 393   mean error = 137.853731
+ epoch 160: correct = 607,  false = 393   mean error = 137.852387
+ epoch 161: correct = 607,  false = 393   mean error = 137.851040
+ epoch 162: correct = 607,  false = 393   mean error = 137.849691
+ epoch 163: correct = 607,  false = 393   mean error = 137.848338
+ epoch 164: correct = 607,  false = 393   mean error = 137.846982
+ epoch 165: correct = 607,  false = 393   mean error = 137.845624
+ epoch 166: correct = 607,  false = 393   mean error = 137.844262
+ epoch 167: correct = 607,  false = 393   mean error = 137.842897
+ epoch 168: correct = 607,  false = 393   mean error = 137.841529
+ epoch 169: correct = 607,  false = 393   mean error = 137.840158
+ epoch 170: correct = 607,  false = 393   mean error = 137.838783
+ epoch 171: correct = 607,  false = 393   mean error = 137.837405
+ epoch 172: correct = 607,  false = 393   mean error = 137.836024
+ epoch 173: correct = 607,  false = 393   mean error = 137.834639
+ epoch 174: correct = 607,  false = 393   mean error = 137.833251
+ epoch 175: correct = 607,  false = 393   mean error = 137.831860
+ epoch 176: correct = 607,  false = 393   mean error = 137.830465
+ epoch 177: correct = 607,  false = 393   mean error = 137.829066
+ epoch 178: correct = 607,  false = 393   mean error = 137.827664
+ epoch 179: correct = 607,  false = 393   mean error = 137.826258
+ epoch 180: correct = 607,  false = 393   mean error = 137.824848
+ epoch 181: correct = 607,  false = 393   mean error = 137.823434
+ epoch 182: correct = 607,  false = 393   mean error = 137.822016
+ epoch 183: correct = 607,  false = 393   mean error = 137.820595
+ epoch 184: correct = 607,  false = 393   mean error = 137.819169
+ epoch 185: correct = 607,  false = 393   mean error = 137.817738
+ epoch 186: correct = 607,  false = 393   mean error = 137.816304
+ epoch 187: correct = 607,  false = 393   mean error = 137.814865
+ epoch 188: correct = 607,  false = 393   mean error = 137.813421
+ epoch 189: correct = 607,  false = 393   mean error = 137.811973
+ epoch 190: correct = 607,  false = 393   mean error = 137.810520
+ epoch 191: correct = 607,  false = 393   mean error = 137.809062
+ epoch 192: correct = 607,  false = 393   mean error = 137.807600
+ epoch 193: correct = 607,  false = 393   mean error = 137.806132
+ epoch 194: correct = 607,  false = 393   mean error = 137.804658
+ epoch 195: correct = 607,  false = 393   mean error = 137.803180
+ epoch 196: correct = 607,  false = 393   mean error = 137.801695
+ epoch 197: correct = 607,  false = 393   mean error = 137.800206
+ epoch 198: correct = 607,  false = 393   mean error = 137.798710
+ epoch 199: correct = 607,  false = 393   mean error = 137.797208
+ epoch 200: correct = 607,  false = 393   mean error = 137.795700
+ epoch 201: correct = 607,  false = 393   mean error = 137.794185
+ epoch 202: correct = 607,  false = 393   mean error = 137.792664
+ epoch 203: correct = 607,  false = 393   mean error = 137.791137
+ epoch 204: correct = 607,  false = 393   mean error = 137.789602
+ epoch 205: correct = 607,  false = 393   mean error = 137.788060
+ epoch 206: correct = 607,  false = 393   mean error = 137.786511
+ epoch 207: correct = 607,  false = 393   mean error = 137.784954
+ epoch 208: correct = 607,  false = 393   mean error = 137.783390
+ epoch 209: correct = 607,  false = 393   mean error = 137.781817
+ epoch 210: correct = 607,  false = 393   mean error = 137.780237
+ epoch 211: correct = 607,  false = 393   mean error = 137.778648
+ epoch 212: correct = 607,  false = 393   mean error = 137.777050
+ epoch 213: correct = 607,  false = 393   mean error = 137.775443
+ epoch 214: correct = 607,  false = 393   mean error = 137.773827
+ epoch 215: correct = 607,  false = 393   mean error = 137.772202
+ epoch 216: correct = 607,  false = 393   mean error = 137.770568
+ epoch 217: correct = 607,  false = 393   mean error = 137.768923
+ epoch 218: correct = 607,  false = 393   mean error = 137.767268
+ epoch 219: correct = 607,  false = 393   mean error = 137.765603
+ epoch 220: correct = 607,  false = 393   mean error = 137.763927
+ epoch 221: correct = 607,  false = 393   mean error = 137.762240
+ epoch 222: correct = 607,  false = 393   mean error = 137.760542
+ epoch 223: correct = 607,  false = 393   mean error = 137.758832
+ epoch 224: correct = 607,  false = 393   mean error = 137.757110
+ epoch 225: correct = 607,  false = 393   mean error = 137.755377
+ epoch 226: correct = 607,  false = 393   mean error = 137.753631
+ epoch 227: correct = 607,  false = 393   mean error = 137.751872
+ epoch 228: correct = 607,  false = 393   mean error = 137.750101
+ epoch 229: correct = 607,  false = 393   mean error = 137.748316
+ epoch 230: correct = 607,  false = 393   mean error = 137.746518
+ epoch 231: correct = 607,  false = 393   mean error = 137.744705
+ epoch 232: correct = 607,  false = 393   mean error = 137.742879
+ epoch 233: correct = 607,  false = 393   mean error = 137.741038
+ epoch 234: correct = 607,  false = 393   mean error = 137.739183
+ epoch 235: correct = 607,  false = 393   mean error = 137.737313
+ epoch 236: correct = 607,  false = 393   mean error = 137.735427
+ epoch 237: correct = 607,  false = 393   mean error = 137.733525
+ epoch 238: correct = 607,  false = 393   mean error = 137.731608
+ epoch 239: correct = 607,  false = 393   mean error = 137.729675
+ epoch 240: correct = 607,  false = 393   mean error = 137.727725
+ epoch 241: correct = 607,  false = 393   mean error = 137.725758
+ epoch 242: correct = 607,  false = 393   mean error = 137.723775
+ epoch 243: correct = 607,  false = 393   mean error = 137.721773
+ epoch 244: correct = 607,  false = 393   mean error = 137.719755
+ epoch 245: correct = 607,  false = 393   mean error = 137.717718
+ epoch 246: correct = 607,  false = 393   mean error = 137.715663
+ epoch 247: correct = 607,  false = 393   mean error = 137.713590
+ epoch 248: correct = 607,  false = 393   mean error = 137.711497
+ epoch 249: correct = 607,  false = 393   mean error = 137.709386
+ epoch 250: correct = 607,  false = 393   mean error = 137.707256
+ epoch 251: correct = 607,  false = 393   mean error = 137.705105
+ epoch 252: correct = 607,  false = 393   mean error = 137.702935
+ epoch 253: correct = 607,  false = 393   mean error = 137.700745
+ epoch 254: correct = 607,  false = 393   mean error = 137.698534
+ epoch 255: correct = 607,  false = 393   mean error = 137.696303
+ epoch 256: correct = 607,  false = 393   mean error = 137.694051
+ epoch 257: correct = 607,  false = 393   mean error = 137.691777
+ epoch 258: correct = 607,  false = 393   mean error = 137.689482
+ epoch 259: correct = 607,  false = 393   mean error = 137.687166
+ epoch 260: correct = 607,  false = 393   mean error = 137.684827
+ epoch 261: correct = 607,  false = 393   mean error = 137.682466
+ epoch 262: correct = 607,  false = 393   mean error = 137.680083
+ epoch 263: correct = 607,  false = 393   mean error = 137.677677
+ epoch 264: correct = 607,  false = 393   mean error = 137.675248
+ epoch 265: correct = 607,  false = 393   mean error = 137.672796
+ epoch 266: correct = 607,  false = 393   mean error = 137.670320
+ epoch 267: correct = 607,  false = 393   mean error = 137.667821
+ epoch 268: correct = 607,  false = 393   mean error = 137.665298
+ epoch 269: correct = 607,  false = 393   mean error = 137.662751
+ epoch 270: correct = 607,  false = 393   mean error = 137.660180
+ epoch 271: correct = 607,  false = 393   mean error = 137.657584
+ epoch 272: correct = 607,  false = 393   mean error = 137.654964
+ epoch 273: correct = 607,  false = 393   mean error = 137.652318
+ epoch 274: correct = 607,  false = 393   mean error = 137.649648
+ epoch 275: correct = 607,  false = 393   mean error = 137.646952
+ epoch 276: correct = 607,  false = 393   mean error = 137.644231
+ epoch 277: correct = 607,  false = 393   mean error = 137.641484
+ epoch 278: correct = 607,  false = 393   mean error = 137.638712
+ epoch 279: correct = 607,  false = 393   mean error = 137.635913
+ epoch 280: correct = 607,  false = 393   mean error = 137.633088
+ epoch 281: correct = 607,  false = 393   mean error = 137.630237
+ epoch 282: correct = 607,  false = 393   mean error = 137.627359
+ epoch 283: correct = 607,  false = 393   mean error = 137.624455
+ epoch 284: correct = 607,  false = 393   mean error = 137.621523
+ epoch 285: correct = 607,  false = 393   mean error = 137.618565
+ epoch 286: correct = 607,  false = 393   mean error = 137.615580
+ epoch 287: correct = 607,  false = 393   mean error = 137.612567
+ epoch 288: correct = 607,  false = 393   mean error = 137.609527
+ epoch 289: correct = 607,  false = 393   mean error = 137.606460
+ epoch 290: correct = 607,  false = 393   mean error = 137.603365
+ epoch 291: correct = 607,  false = 393   mean error = 137.600242
+ epoch 292: correct = 607,  false = 393   mean error = 137.597091
+ epoch 293: correct = 607,  false = 393   mean error = 137.593913
+ epoch 294: correct = 607,  false = 393   mean error = 137.590706
+ epoch 295: correct = 607,  false = 393   mean error = 137.587471
+ epoch 296: correct = 607,  false = 393   mean error = 137.584209
+ epoch 297: correct = 607,  false = 393   mean error = 137.580917
+ epoch 298: correct = 607,  false = 393   mean error = 137.577598
+ epoch 299: correct = 607,  false = 393   mean error = 137.574250
+ epoch 300: correct = 607,  false = 393   mean error = 137.570874
+ epoch 301: correct = 607,  false = 393   mean error = 137.567470
+ epoch 302: correct = 607,  false = 393   mean error = 137.564037
+ epoch 303: correct = 607,  false = 393   mean error = 137.560575
+ epoch 304: correct = 607,  false = 393   mean error = 137.557085
+ epoch 305: correct = 607,  false = 393   mean error = 137.553567
+ epoch 306: correct = 607,  false = 393   mean error = 137.550020
+ epoch 307: correct = 607,  false = 393   mean error = 137.546445
+ epoch 308: correct = 607,  false = 393   mean error = 137.542841
+ epoch 309: correct = 607,  false = 393   mean error = 137.539209
+ epoch 310: correct = 607,  false = 393   mean error = 137.535549
+ epoch 311: correct = 607,  false = 393   mean error = 137.531860
+ epoch 312: correct = 607,  false = 393   mean error = 137.528144
+ epoch 313: correct = 607,  false = 393   mean error = 137.524399
+ epoch 314: correct = 607,  false = 393   mean error = 137.520626
+ epoch 315: correct = 607,  false = 393   mean error = 137.516825
+ epoch 316: correct = 607,  false = 393   mean error = 137.512997
+ epoch 317: correct = 607,  false = 393   mean error = 137.509140
+ epoch 318: correct = 607,  false = 393   mean error = 137.505257
+ epoch 319: correct = 607,  false = 393   mean error = 137.501346
+ epoch 320: correct = 607,  false = 393   mean error = 137.497407
+ epoch 321: correct = 607,  false = 393   mean error = 137.493442
+ epoch 322: correct = 607,  false = 393   mean error = 137.489450
+ epoch 323: correct = 607,  false = 393   mean error = 137.485431
+ epoch 324: correct = 607,  false = 393   mean error = 137.481386
+ epoch 325: correct = 607,  false = 393   mean error = 137.477315
+ epoch 326: correct = 607,  false = 393   mean error = 137.473217
+ epoch 327: correct = 607,  false = 393   mean error = 137.469094
+ epoch 328: correct = 607,  false = 393   mean error = 137.464946
+ epoch 329: correct = 607,  false = 393   mean error = 137.460772
+ epoch 330: correct = 607,  false = 393   mean error = 137.456574
+ epoch 331: correct = 607,  false = 393   mean error = 137.452350
+ epoch 332: correct = 607,  false = 393   mean error = 137.448103
+ epoch 333: correct = 607,  false = 393   mean error = 137.443831
+ epoch 334: correct = 607,  false = 393   mean error = 137.439536
+ epoch 335: correct = 607,  false = 393   mean error = 137.435218
+ epoch 336: correct = 607,  false = 393   mean error = 137.430877
+ epoch 337: correct = 607,  false = 393   mean error = 137.426513
+ epoch 338: correct = 607,  false = 393   mean error = 137.422127
+ epoch 339: correct = 607,  false = 393   mean error = 137.417719
+ epoch 340: correct = 607,  false = 393   mean error = 137.413289
+ epoch 341: correct = 607,  false = 393   mean error = 137.408839
+ epoch 342: correct = 607,  false = 393   mean error = 137.404368
+ epoch 343: correct = 607,  false = 393   mean error = 137.399877
+ epoch 344: correct = 607,  false = 393   mean error = 137.395366
+ epoch 345: correct = 607,  false = 393   mean error = 137.390836
+ epoch 346: correct = 607,  false = 393   mean error = 137.386288
+ epoch 347: correct = 607,  false = 393   mean error = 137.381720
+ epoch 348: correct = 607,  false = 393   mean error = 137.377135
+ epoch 349: correct = 607,  false = 393   mean error = 137.372533
+ epoch 350: correct = 607,  false = 393   mean error = 137.367914
+ epoch 351: correct = 607,  false = 393   mean error = 137.363278
+ epoch 352: correct = 607,  false = 393   mean error = 137.358626
+ epoch 353: correct = 607,  false = 393   mean error = 137.353959
+ epoch 354: correct = 607,  false = 393   mean error = 137.349277
+ epoch 355: correct = 607,  false = 393   mean error = 137.344581
+ epoch 356: correct = 607,  false = 393   mean error = 137.339871
+ epoch 357: correct = 607,  false = 393   mean error = 137.335147
+ epoch 358: correct = 607,  false = 393   mean error = 137.330410
+ epoch 359: correct = 607,  false = 393   mean error = 137.325661
+ epoch 360: correct = 607,  false = 393   mean error = 137.320901
+ epoch 361: correct = 607,  false = 393   mean error = 137.316129
+ epoch 362: correct = 607,  false = 393   mean error = 137.311346
+ epoch 363: correct = 607,  false = 393   mean error = 137.306552
+ epoch 364: correct = 607,  false = 393   mean error = 137.301749
+ epoch 365: correct = 607,  false = 393   mean error = 137.296937
+ epoch 366: correct = 607,  false = 393   mean error = 137.292115
+ epoch 367: correct = 607,  false = 393   mean error = 137.287286
+ epoch 368: correct = 607,  false = 393   mean error = 137.282448
+ epoch 369: correct = 607,  false = 393   mean error = 137.277603
+ epoch 370: correct = 607,  false = 393   mean error = 137.272751
+ epoch 371: correct = 607,  false = 393   mean error = 137.267893
+ epoch 372: correct = 607,  false = 393   mean error = 137.263028
+ epoch 373: correct = 607,  false = 393   mean error = 137.258158
+ epoch 374: correct = 607,  false = 393   mean error = 137.253283
+ epoch 375: correct = 607,  false = 393   mean error = 137.248402
+ epoch 376: correct = 607,  false = 393   mean error = 137.243518
+ epoch 377: correct = 607,  false = 393   mean error = 137.238629
+ epoch 378: correct = 607,  false = 393   mean error = 137.233736
+ epoch 379: correct = 607,  false = 393   mean error = 137.228841
+ epoch 380: correct = 607,  false = 393   mean error = 137.223942
+ epoch 381: correct = 607,  false = 393   mean error = 137.219040
+ epoch 382: correct = 607,  false = 393   mean error = 137.214136
+ epoch 383: correct = 607,  false = 393   mean error = 137.209230
+ epoch 384: correct = 607,  false = 393   mean error = 137.204322
+ epoch 385: correct = 607,  false = 393   mean error = 137.199412
+ epoch 386: correct = 607,  false = 393   mean error = 137.194501
+ epoch 387: correct = 607,  false = 393   mean error = 137.189589
+ epoch 388: correct = 607,  false = 393   mean error = 137.184676
+ epoch 389: correct = 607,  false = 393   mean error = 137.179762
+ epoch 390: correct = 607,  false = 393   mean error = 137.174847
+ epoch 391: correct = 607,  false = 393   mean error = 137.169932
+ epoch 392: correct = 607,  false = 393   mean error = 137.165016
+ epoch 393: correct = 607,  false = 393   mean error = 137.160100
+ epoch 394: correct = 607,  false = 393   mean error = 137.155184
+ epoch 395: correct = 607,  false = 393   mean error = 137.150268
+ epoch 396: correct = 607,  false = 393   mean error = 137.145352
+ epoch 397: correct = 607,  false = 393   mean error = 137.140435
+ epoch 398: correct = 607,  false = 393   mean error = 137.135519
+ epoch 399: correct = 607,  false = 393   mean error = 137.130603
+ epoch 400: correct = 607,  false = 393   mean error = 137.125688
+ epoch 401: correct = 607,  false = 393   mean error = 137.120772
+ epoch 402: correct = 607,  false = 393   mean error = 137.115856
+ epoch 403: correct = 607,  false = 393   mean error = 137.110941
+ epoch 404: correct = 607,  false = 393   mean error = 137.106025
+ epoch 405: correct = 607,  false = 393   mean error = 137.101110
+ epoch 406: correct = 607,  false = 393   mean error = 137.096194
+ epoch 407: correct = 607,  false = 393   mean error = 137.091279
+ epoch 408: correct = 607,  false = 393   mean error = 137.086363
+ epoch 409: correct = 607,  false = 393   mean error = 137.081448
+ epoch 410: correct = 607,  false = 393   mean error = 137.076531
+ epoch 411: correct = 607,  false = 393   mean error = 137.071615
+ epoch 412: correct = 607,  false = 393   mean error = 137.066698
+ epoch 413: correct = 607,  false = 393   mean error = 137.061781
+ epoch 414: correct = 607,  false = 393   mean error = 137.056863
+ epoch 415: correct = 607,  false = 393   mean error = 137.051944
+ epoch 416: correct = 607,  false = 393   mean error = 137.047024
+ epoch 417: correct = 607,  false = 393   mean error = 137.042103
+ epoch 418: correct = 607,  false = 393   mean error = 137.037182
+ epoch 419: correct = 607,  false = 393   mean error = 137.032259
+ epoch 420: correct = 607,  false = 393   mean error = 137.027335
+ epoch 421: correct = 607,  false = 393   mean error = 137.022409
+ epoch 422: correct = 607,  false = 393   mean error = 137.017482
+ epoch 423: correct = 607,  false = 393   mean error = 137.012554
+ epoch 424: correct = 607,  false = 393   mean error = 137.007624
+ epoch 425: correct = 607,  false = 393   mean error = 137.002691
+ epoch 426: correct = 607,  false = 393   mean error = 136.997757
+ epoch 427: correct = 607,  false = 393   mean error = 136.992821
+ epoch 428: correct = 607,  false = 393   mean error = 136.987882
+ epoch 429: correct = 607,  false = 393   mean error = 136.982941
+ epoch 430: correct = 607,  false = 393   mean error = 136.977998
+ epoch 431: correct = 607,  false = 393   mean error = 136.973052
+ epoch 432: correct = 607,  false = 393   mean error = 136.968104
+ epoch 433: correct = 607,  false = 393   mean error = 136.963152
+ epoch 434: correct = 607,  false = 393   mean error = 136.958198
+ epoch 435: correct = 607,  false = 393   mean error = 136.953240
+ epoch 436: correct = 607,  false = 393   mean error = 136.948280
+ epoch 437: correct = 607,  false = 393   mean error = 136.943316
+ epoch 438: correct = 607,  false = 393   mean error = 136.938348
+ epoch 439: correct = 607,  false = 393   mean error = 136.933377
+ epoch 440: correct = 607,  false = 393   mean error = 136.928402
+ epoch 441: correct = 607,  false = 393   mean error = 136.923424
+ epoch 442: correct = 607,  false = 393   mean error = 136.918441
+ epoch 443: correct = 607,  false = 393   mean error = 136.913455
+ epoch 444: correct = 607,  false = 393   mean error = 136.908464
+ epoch 445: correct = 607,  false = 393   mean error = 136.903469
+ epoch 446: correct = 607,  false = 393   mean error = 136.898469
+ epoch 447: correct = 607,  false = 393   mean error = 136.893465
+ epoch 448: correct = 607,  false = 393   mean error = 136.888456
+ epoch 449: correct = 607,  false = 393   mean error = 136.883442
+ epoch 450: correct = 607,  false = 393   mean error = 136.878423
+ epoch 451: correct = 607,  false = 393   mean error = 136.873399
+ epoch 452: correct = 607,  false = 393   mean error = 136.868370
+ epoch 453: correct = 607,  false = 393   mean error = 136.863335
+ epoch 454: correct = 607,  false = 393   mean error = 136.858294
+ epoch 455: correct = 607,  false = 393   mean error = 136.853248
+ epoch 456: correct = 607,  false = 393   mean error = 136.848195
+ epoch 457: correct = 607,  false = 393   mean error = 136.843137
+ epoch 458: correct = 607,  false = 393   mean error = 136.838073
+ epoch 459: correct = 607,  false = 393   mean error = 136.833002
+ epoch 460: correct = 607,  false = 393   mean error = 136.827924
+ epoch 461: correct = 607,  false = 393   mean error = 136.822840
+ epoch 462: correct = 607,  false = 393   mean error = 136.817748
+ epoch 463: correct = 607,  false = 393   mean error = 136.812650
+ epoch 464: correct = 607,  false = 393   mean error = 136.807544
+ epoch 465: correct = 607,  false = 393   mean error = 136.802431
+ epoch 466: correct = 607,  false = 393   mean error = 136.797310
+ epoch 467: correct = 607,  false = 393   mean error = 136.792181
+ epoch 468: correct = 607,  false = 393   mean error = 136.787044
+ epoch 469: correct = 607,  false = 393   mean error = 136.781899
+ epoch 470: correct = 607,  false = 393   mean error = 136.776745
+ epoch 471: correct = 607,  false = 393   mean error = 136.771582
+ epoch 472: correct = 607,  false = 393   mean error = 136.766411
+ epoch 473: correct = 607,  false = 393   mean error = 136.761230
+ epoch 474: correct = 607,  false = 393   mean error = 136.756040
+ epoch 475: correct = 607,  false = 393   mean error = 136.750840
+ epoch 476: correct = 607,  false = 393   mean error = 136.745630
+ epoch 477: correct = 607,  false = 393   mean error = 136.740410
+ epoch 478: correct = 607,  false = 393   mean error = 136.735179
+ epoch 479: correct = 607,  false = 393   mean error = 136.729938
+ epoch 480: correct = 607,  false = 393   mean error = 136.724685
+ epoch 481: correct = 607,  false = 393   mean error = 136.719421
+ epoch 482: correct = 607,  false = 393   mean error = 136.714146
+ epoch 483: correct = 607,  false = 393   mean error = 136.708859
+ epoch 484: correct = 607,  false = 393   mean error = 136.703559
+ epoch 485: correct = 607,  false = 393   mean error = 136.698247
+ epoch 486: correct = 607,  false = 393   mean error = 136.692922
+ epoch 487: correct = 607,  false = 393   mean error = 136.687584
+ epoch 488: correct = 607,  false = 393   mean error = 136.682232
+ epoch 489: correct = 607,  false = 393   mean error = 136.676867
+ epoch 490: correct = 607,  false = 393   mean error = 136.671487
+ epoch 491: correct = 607,  false = 393   mean error = 136.666092
+ epoch 492: correct = 607,  false = 393   mean error = 136.660683
+ epoch 493: correct = 607,  false = 393   mean error = 136.655258
+ epoch 494: correct = 607,  false = 393   mean error = 136.649817
+ epoch 495: correct = 607,  false = 393   mean error = 136.644360
+ epoch 496: correct = 607,  false = 393   mean error = 136.638886
+ epoch 497: correct = 607,  false = 393   mean error = 136.633396
+ epoch 498: correct = 607,  false = 393   mean error = 136.627887
+ epoch 499: correct = 607,  false = 393   mean error = 136.622361
+ epoch 500: correct = 607,  false = 393   mean error = 136.616816
+ epoch 501: correct = 607,  false = 393   mean error = 136.611253
+ epoch 502: correct = 607,  false = 393   mean error = 136.605669
+ epoch 503: correct = 607,  false = 393   mean error = 136.600066
+ epoch 504: correct = 607,  false = 393   mean error = 136.594443
+ epoch 505: correct = 607,  false = 393   mean error = 136.588798
+ epoch 506: correct = 607,  false = 393   mean error = 136.583132
+ epoch 507: correct = 607,  false = 393   mean error = 136.577444
+ epoch 508: correct = 607,  false = 393   mean error = 136.571733
+ epoch 509: correct = 607,  false = 393   mean error = 136.565998
+ epoch 510: correct = 607,  false = 393   mean error = 136.560240
+ epoch 511: correct = 607,  false = 393   mean error = 136.554458
+ epoch 512: correct = 607,  false = 393   mean error = 136.548650
+ epoch 513: correct = 607,  false = 393   mean error = 136.542816
+ epoch 514: correct = 607,  false = 393   mean error = 136.536956
+ epoch 515: correct = 607,  false = 393   mean error = 136.531069
+ epoch 516: correct = 607,  false = 393   mean error = 136.525154
+ epoch 517: correct = 607,  false = 393   mean error = 136.519210
+ epoch 518: correct = 607,  false = 393   mean error = 136.513237
+ epoch 519: correct = 607,  false = 393   mean error = 136.507234
+ epoch 520: correct = 607,  false = 393   mean error = 136.501200
+ epoch 521: correct = 607,  false = 393   mean error = 136.495134
+ epoch 522: correct = 607,  false = 393   mean error = 136.489036
+ epoch 523: correct = 607,  false = 393   mean error = 136.482904
+ epoch 524: correct = 607,  false = 393   mean error = 136.476739
+ epoch 525: correct = 607,  false = 393   mean error = 136.470538
+ epoch 526: correct = 607,  false = 393   mean error = 136.464301
+ epoch 527: correct = 607,  false = 393   mean error = 136.458027
+ epoch 528: correct = 607,  false = 393   mean error = 136.451716
+ epoch 529: correct = 607,  false = 393   mean error = 136.445366
+ epoch 530: correct = 607,  false = 393   mean error = 136.438976
+ epoch 531: correct = 607,  false = 393   mean error = 136.432545
+ epoch 532: correct = 607,  false = 393   mean error = 136.426072
+ epoch 533: correct = 607,  false = 393   mean error = 136.419556
+ epoch 534: correct = 607,  false = 393   mean error = 136.412996
+ epoch 535: correct = 607,  false = 393   mean error = 136.406391
+ epoch 536: correct = 607,  false = 393   mean error = 136.399740
+ epoch 537: correct = 607,  false = 393   mean error = 136.393042
+ epoch 538: correct = 607,  false = 393   mean error = 136.386295
+ epoch 539: correct = 607,  false = 393   mean error = 136.379497
+ epoch 540: correct = 607,  false = 393   mean error = 136.372649
+ epoch 541: correct = 607,  false = 393   mean error = 136.365749
+ epoch 542: correct = 607,  false = 393   mean error = 136.358795
+ epoch 543: correct = 607,  false = 393   mean error = 136.351785
+ epoch 544: correct = 607,  false = 393   mean error = 136.344720
+ epoch 545: correct = 607,  false = 393   mean error = 136.337596
+ epoch 546: correct = 607,  false = 393   mean error = 136.330414
+ epoch 547: correct = 607,  false = 393   mean error = 136.323171
+ epoch 548: correct = 607,  false = 393   mean error = 136.315866
+ epoch 549: correct = 607,  false = 393   mean error = 136.308497
+ epoch 550: correct = 607,  false = 393   mean error = 136.301063
+ epoch 551: correct = 607,  false = 393   mean error = 136.293562
+ epoch 552: correct = 607,  false = 393   mean error = 136.285993
+ epoch 553: correct = 607,  false = 393   mean error = 136.278354
+ epoch 554: correct = 607,  false = 393   mean error = 136.270644
+ epoch 555: correct = 607,  false = 393   mean error = 136.262860
+ epoch 556: correct = 607,  false = 393   mean error = 136.255002
+ epoch 557: correct = 607,  false = 393   mean error = 136.247066
+ epoch 558: correct = 607,  false = 393   mean error = 136.239052
+ epoch 559: correct = 607,  false = 393   mean error = 136.230958
+ epoch 560: correct = 607,  false = 393   mean error = 136.222781
+ epoch 561: correct = 607,  false = 393   mean error = 136.214521
+ epoch 562: correct = 607,  false = 393   mean error = 136.206174
+ epoch 563: correct = 607,  false = 393   mean error = 136.197740
+ epoch 564: correct = 607,  false = 393   mean error = 136.189215
+ epoch 565: correct = 607,  false = 393   mean error = 136.180599
+ epoch 566: correct = 607,  false = 393   mean error = 136.171889
+ epoch 567: correct = 607,  false = 393   mean error = 136.163083
+ epoch 568: correct = 607,  false = 393   mean error = 136.154179
+ epoch 569: correct = 607,  false = 393   mean error = 136.145174
+ epoch 570: correct = 607,  false = 393   mean error = 136.136068
+ epoch 571: correct = 607,  false = 393   mean error = 136.126856
+ epoch 572: correct = 607,  false = 393   mean error = 136.117538
+ epoch 573: correct = 607,  false = 393   mean error = 136.108111
+ epoch 574: correct = 607,  false = 393   mean error = 136.098573
+ epoch 575: correct = 607,  false = 393   mean error = 136.088921
+ epoch 576: correct = 607,  false = 393   mean error = 136.079153
+ epoch 577: correct = 607,  false = 393   mean error = 136.069267
+ epoch 578: correct = 607,  false = 393   mean error = 136.059261
+ epoch 579: correct = 607,  false = 393   mean error = 136.049131
+ epoch 580: correct = 607,  false = 393   mean error = 136.038875
+ epoch 581: correct = 607,  false = 393   mean error = 136.028492
+ epoch 582: correct = 607,  false = 393   mean error = 136.017978
+ epoch 583: correct = 607,  false = 393   mean error = 136.007331
+ epoch 584: correct = 607,  false = 393   mean error = 135.996549
+ epoch 585: correct = 607,  false = 393   mean error = 135.985628
+ epoch 586: correct = 607,  false = 393   mean error = 135.974567
+ epoch 587: correct = 607,  false = 393   mean error = 135.963362
+ epoch 588: correct = 607,  false = 393   mean error = 135.952012
+ epoch 589: correct = 607,  false = 393   mean error = 135.940512
+ epoch 590: correct = 607,  false = 393   mean error = 135.928862
+ epoch 591: correct = 607,  false = 393   mean error = 135.917057
+ epoch 592: correct = 607,  false = 393   mean error = 135.905095
+ epoch 593: correct = 607,  false = 393   mean error = 135.892974
+ epoch 594: correct = 607,  false = 393   mean error = 135.880691
+ epoch 595: correct = 607,  false = 393   mean error = 135.868242
+ epoch 596: correct = 607,  false = 393   mean error = 135.855626
+ epoch 597: correct = 607,  false = 393   mean error = 135.842839
+ epoch 598: correct = 607,  false = 393   mean error = 135.829878
+ epoch 599: correct = 607,  false = 393   mean error = 135.816740
+ epoch 600: correct = 607,  false = 393   mean error = 135.803424
+ epoch 601: correct = 607,  false = 393   mean error = 135.789925
+ epoch 602: correct = 607,  false = 393   mean error = 135.776241
+ epoch 603: correct = 607,  false = 393   mean error = 135.762369
+ epoch 604: correct = 607,  false = 393   mean error = 135.748307
+ epoch 605: correct = 607,  false = 393   mean error = 135.734050
+ epoch 606: correct = 607,  false = 393   mean error = 135.719597
+ epoch 607: correct = 607,  false = 393   mean error = 135.704944
+ epoch 608: correct = 607,  false = 393   mean error = 135.690089
+ epoch 609: correct = 607,  false = 393   mean error = 135.675028
+ epoch 610: correct = 607,  false = 393   mean error = 135.659759
+ epoch 611: correct = 607,  false = 393   mean error = 135.644278
+ epoch 612: correct = 607,  false = 393   mean error = 135.628583
+ epoch 613: correct = 607,  false = 393   mean error = 135.612671
+ epoch 614: correct = 607,  false = 393   mean error = 135.596539
+ epoch 615: correct = 607,  false = 393   mean error = 135.580184
+ epoch 616: correct = 607,  false = 393   mean error = 135.563603
+ epoch 617: correct = 607,  false = 393   mean error = 135.546793
+ epoch 618: correct = 607,  false = 393   mean error = 135.529752
+ epoch 619: correct = 607,  false = 393   mean error = 135.512476
+ epoch 620: correct = 607,  false = 393   mean error = 135.494963
+ epoch 621: correct = 607,  false = 393   mean error = 135.477210
+ epoch 622: correct = 607,  false = 393   mean error = 135.459214
+ epoch 623: correct = 607,  false = 393   mean error = 135.440972
+ epoch 624: correct = 607,  false = 393   mean error = 135.422482
+ epoch 625: correct = 607,  false = 393   mean error = 135.403742
+ epoch 626: correct = 607,  false = 393   mean error = 135.384747
+ epoch 627: correct = 607,  false = 393   mean error = 135.365497
+ epoch 628: correct = 607,  false = 393   mean error = 135.345987
+ epoch 629: correct = 607,  false = 393   mean error = 135.326217
+ epoch 630: correct = 607,  false = 393   mean error = 135.306182
+ epoch 631: correct = 607,  false = 393   mean error = 135.285882
+ epoch 632: correct = 607,  false = 393   mean error = 135.265313
+ epoch 633: correct = 607,  false = 393   mean error = 135.244472
+ epoch 634: correct = 607,  false = 393   mean error = 135.223359
+ epoch 635: correct = 607,  false = 393   mean error = 135.201970
+ epoch 636: correct = 607,  false = 393   mean error = 135.180304
+ epoch 637: correct = 607,  false = 393   mean error = 135.158358
+ epoch 638: correct = 607,  false = 393   mean error = 135.136131
+ epoch 639: correct = 607,  false = 393   mean error = 135.113619
+ epoch 640: correct = 607,  false = 393   mean error = 135.090822
+ epoch 641: correct = 607,  false = 393   mean error = 135.067738
+ epoch 642: correct = 607,  false = 393   mean error = 135.044365
+ epoch 643: correct = 607,  false = 393   mean error = 135.020701
+ epoch 644: correct = 607,  false = 393   mean error = 134.996745
+ epoch 645: correct = 607,  false = 393   mean error = 134.972495
+ epoch 646: correct = 607,  false = 393   mean error = 134.947950
+ epoch 647: correct = 607,  false = 393   mean error = 134.923108
+ epoch 648: correct = 607,  false = 393   mean error = 134.897969
+ epoch 649: correct = 607,  false = 393   mean error = 134.872531
+ epoch 650: correct = 607,  false = 393   mean error = 134.846793
+ epoch 651: correct = 607,  false = 393   mean error = 134.820754
+ epoch 652: correct = 607,  false = 393   mean error = 134.794413
+ epoch 653: correct = 607,  false = 393   mean error = 134.767770
+ epoch 654: correct = 607,  false = 393   mean error = 134.740823
+ epoch 655: correct = 607,  false = 393   mean error = 134.713573
+ epoch 656: correct = 607,  false = 393   mean error = 134.686019
+ epoch 657: correct = 607,  false = 393   mean error = 134.658161
+ epoch 658: correct = 607,  false = 393   mean error = 134.629998
+ epoch 659: correct = 607,  false = 393   mean error = 134.601530
+ epoch 660: correct = 607,  false = 393   mean error = 134.572757
+ epoch 661: correct = 607,  false = 393   mean error = 134.543679
+ epoch 662: correct = 607,  false = 393   mean error = 134.514297
+ epoch 663: correct = 607,  false = 393   mean error = 134.484611
+ epoch 664: correct = 607,  false = 393   mean error = 134.454620
+ epoch 665: correct = 607,  false = 393   mean error = 134.424327
+ epoch 666: correct = 607,  false = 393   mean error = 134.393731
+ epoch 667: correct = 607,  false = 393   mean error = 134.362833
+ epoch 668: correct = 607,  false = 393   mean error = 134.331634
+ epoch 669: correct = 607,  false = 393   mean error = 134.300134
+ epoch 670: correct = 607,  false = 393   mean error = 134.268336
+ epoch 671: correct = 607,  false = 393   mean error = 134.236240
+ epoch 672: correct = 607,  false = 393   mean error = 134.203848
+ epoch 673: correct = 607,  false = 393   mean error = 134.171161
+ epoch 674: correct = 607,  false = 393   mean error = 134.138180
+ epoch 675: correct = 607,  false = 393   mean error = 134.104907
+ epoch 676: correct = 607,  false = 393   mean error = 134.071344
+ epoch 677: correct = 607,  false = 393   mean error = 134.037493
+ epoch 678: correct = 607,  false = 393   mean error = 134.003355
+ epoch 679: correct = 607,  false = 393   mean error = 133.968933
+ epoch 680: correct = 607,  false = 393   mean error = 133.934229
+ epoch 681: correct = 607,  false = 393   mean error = 133.899246
+ epoch 682: correct = 607,  false = 393   mean error = 133.863984
+ epoch 683: correct = 607,  false = 393   mean error = 133.828448
+ epoch 684: correct = 607,  false = 393   mean error = 133.792640
+ epoch 685: correct = 607,  false = 393   mean error = 133.756561
+ epoch 686: correct = 607,  false = 393   mean error = 133.720216
+ epoch 687: correct = 607,  false = 393   mean error = 133.683607
+ epoch 688: correct = 607,  false = 393   mean error = 133.646737
+ epoch 689: correct = 607,  false = 393   mean error = 133.609608
+ epoch 690: correct = 607,  false = 393   mean error = 133.572225
+ epoch 691: correct = 607,  false = 393   mean error = 133.534589
+ epoch 692: correct = 607,  false = 393   mean error = 133.496706
+ epoch 693: correct = 607,  false = 393   mean error = 133.458577
+ epoch 694: correct = 607,  false = 393   mean error = 133.420207
+ epoch 695: correct = 607,  false = 393   mean error = 133.381599
+ epoch 696: correct = 607,  false = 393   mean error = 133.342757
+ epoch 697: correct = 607,  false = 393   mean error = 133.303684
+ epoch 698: correct = 607,  false = 393   mean error = 133.264384
+ epoch 699: correct = 607,  false = 393   mean error = 133.224862
+ epoch 700: correct = 607,  false = 393   mean error = 133.185120
+ epoch 701: correct = 607,  false = 393   mean error = 133.145163
+ epoch 702: correct = 607,  false = 393   mean error = 133.104996
+ epoch 703: correct = 607,  false = 393   mean error = 133.064621
+ epoch 704: correct = 607,  false = 393   mean error = 133.024044
+ epoch 705: correct = 607,  false = 393   mean error = 132.983269
+ epoch 706: correct = 607,  false = 393   mean error = 132.942300
+ epoch 707: correct = 607,  false = 393   mean error = 132.901141
+ epoch 708: correct = 607,  false = 393   mean error = 132.859798
+ epoch 709: correct = 607,  false = 393   mean error = 132.818273
+ epoch 710: correct = 607,  false = 393   mean error = 132.776573
+ epoch 711: correct = 607,  false = 393   mean error = 132.734701
+ epoch 712: correct = 607,  false = 393   mean error = 132.692663
+ epoch 713: correct = 607,  false = 393   mean error = 132.650462
+ epoch 714: correct = 607,  false = 393   mean error = 132.608104
+ epoch 715: correct = 607,  false = 393   mean error = 132.565594
+ epoch 716: correct = 607,  false = 393   mean error = 132.522936
+ epoch 717: correct = 607,  false = 393   mean error = 132.480136
+ epoch 718: correct = 607,  false = 393   mean error = 132.437198
+ epoch 719: correct = 607,  false = 393   mean error = 132.394127
+ epoch 720: correct = 607,  false = 393   mean error = 132.350928
+ epoch 721: correct = 607,  false = 393   mean error = 132.307607
+ epoch 722: correct = 607,  false = 393   mean error = 132.264168
+ epoch 723: correct = 607,  false = 393   mean error = 132.220616
+ epoch 724: correct = 607,  false = 393   mean error = 132.176958
+ epoch 725: correct = 607,  false = 393   mean error = 132.133197
+ epoch 726: correct = 607,  false = 393   mean error = 132.089339
+ epoch 727: correct = 607,  false = 393   mean error = 132.045389
+ epoch 728: correct = 607,  false = 393   mean error = 132.001353
+ epoch 729: correct = 607,  false = 393   mean error = 131.957236
+ epoch 730: correct = 607,  false = 393   mean error = 131.913043
+ epoch 731: correct = 607,  false = 393   mean error = 131.868780
+ epoch 732: correct = 607,  false = 393   mean error = 131.824451
+ epoch 733: correct = 607,  false = 393   mean error = 131.780062
+ epoch 734: correct = 607,  false = 393   mean error = 131.735619
+ epoch 735: correct = 607,  false = 393   mean error = 131.691127
+ epoch 736: correct = 607,  false = 393   mean error = 131.646591
+ epoch 737: correct = 607,  false = 393   mean error = 131.602017
+ epoch 738: correct = 607,  false = 393   mean error = 131.557410
+ epoch 739: correct = 607,  false = 393   mean error = 131.512775
+ epoch 740: correct = 607,  false = 393   mean error = 131.468118
+ epoch 741: correct = 607,  false = 393   mean error = 131.423444
+ epoch 742: correct = 607,  false = 393   mean error = 131.378759
+ epoch 743: correct = 607,  false = 393   mean error = 131.334068
+ epoch 744: correct = 607,  false = 393   mean error = 131.289376
+ epoch 745: correct = 607,  false = 393   mean error = 131.244689
+ epoch 746: correct = 607,  false = 393   mean error = 131.200012
+ epoch 747: correct = 607,  false = 393   mean error = 131.155351
+ epoch 748: correct = 607,  false = 393   mean error = 131.110710
+ epoch 749: correct = 607,  false = 393   mean error = 131.066095
+ epoch 750: correct = 607,  false = 393   mean error = 131.021511
+ epoch 751: correct = 607,  false = 393   mean error = 130.976964
+ epoch 752: correct = 607,  false = 393   mean error = 130.932458
+ epoch 753: correct = 607,  false = 393   mean error = 130.887999
+ epoch 754: correct = 607,  false = 393   mean error = 130.843592
+ epoch 755: correct = 607,  false = 393   mean error = 130.799242
+ epoch 756: correct = 607,  false = 393   mean error = 130.754955
+ epoch 757: correct = 607,  false = 393   mean error = 130.710734
+ epoch 758: correct = 607,  false = 393   mean error = 130.666585
+ epoch 759: correct = 607,  false = 393   mean error = 130.622514
+ epoch 760: correct = 607,  false = 393   mean error = 130.578524
+ epoch 761: correct = 607,  false = 393   mean error = 130.534621
+ epoch 762: correct = 607,  false = 393   mean error = 130.490809
+ epoch 763: correct = 607,  false = 393   mean error = 130.447094
+ epoch 764: correct = 607,  false = 393   mean error = 130.403479
+ epoch 765: correct = 607,  false = 393   mean error = 130.359970
+ epoch 766: correct = 607,  false = 393   mean error = 130.316570
+ epoch 767: correct = 607,  false = 393   mean error = 130.273285
+ epoch 768: correct = 607,  false = 393   mean error = 130.230118
+ epoch 769: correct = 607,  false = 393   mean error = 130.187075
+ epoch 770: correct = 607,  false = 393   mean error = 130.144159
+ epoch 771: correct = 607,  false = 393   mean error = 130.101374
+ epoch 772: correct = 607,  false = 393   mean error = 130.058725
+ epoch 773: correct = 607,  false = 393   mean error = 130.016215
+ epoch 774: correct = 607,  false = 393   mean error = 129.973849
+ epoch 775: correct = 607,  false = 393   mean error = 129.931630
+ epoch 776: correct = 607,  false = 393   mean error = 129.889562
+ epoch 777: correct = 607,  false = 393   mean error = 129.847649
+ epoch 778: correct = 607,  false = 393   mean error = 129.805895
+ epoch 779: correct = 607,  false = 393   mean error = 129.764302
+ epoch 780: correct = 607,  false = 393   mean error = 129.722875
+ epoch 781: correct = 607,  false = 393   mean error = 129.681616
+ epoch 782: correct = 607,  false = 393   mean error = 129.640530
+ epoch 783: correct = 607,  false = 393   mean error = 129.599618
+ epoch 784: correct = 607,  false = 393   mean error = 129.558885
+ epoch 785: correct = 607,  false = 393   mean error = 129.518333
+ epoch 786: correct = 607,  false = 393   mean error = 129.477966
+ epoch 787: correct = 607,  false = 393   mean error = 129.437785
+ epoch 788: correct = 607,  false = 393   mean error = 129.397794
+ epoch 789: correct = 607,  false = 393   mean error = 129.357995
+ epoch 790: correct = 607,  false = 393   mean error = 129.318391
+ epoch 791: correct = 607,  false = 393   mean error = 129.278985
+ epoch 792: correct = 607,  false = 393   mean error = 129.239778
+ epoch 793: correct = 607,  false = 393   mean error = 129.200774
+ epoch 794: correct = 607,  false = 393   mean error = 129.161973
+ epoch 795: correct = 607,  false = 393   mean error = 129.123379
+ epoch 796: correct = 607,  false = 393   mean error = 129.084993
+ epoch 797: correct = 607,  false = 393   mean error = 129.046817
+ epoch 798: correct = 607,  false = 393   mean error = 129.008853
+ epoch 799: correct = 607,  false = 393   mean error = 128.971103
+ epoch 800: correct = 607,  false = 393   mean error = 128.933568
+ epoch 801: correct = 607,  false = 393   mean error = 128.896251
+ epoch 802: correct = 607,  false = 393   mean error = 128.859152
+ epoch 803: correct = 607,  false = 393   mean error = 128.822272
+ epoch 804: correct = 607,  false = 393   mean error = 128.785615
+ epoch 805: correct = 607,  false = 393   mean error = 128.749179
+ epoch 806: correct = 607,  false = 393   mean error = 128.712967
+ epoch 807: correct = 607,  false = 393   mean error = 128.676980
+ epoch 808: correct = 607,  false = 393   mean error = 128.641219
+ epoch 809: correct = 607,  false = 393   mean error = 128.605684
+ epoch 810: correct = 607,  false = 393   mean error = 128.570377
+ epoch 811: correct = 607,  false = 393   mean error = 128.535298
+ epoch 812: correct = 607,  false = 393   mean error = 128.500448
+ epoch 813: correct = 607,  false = 393   mean error = 128.465828
+ epoch 814: correct = 607,  false = 393   mean error = 128.431438
+ epoch 815: correct = 607,  false = 393   mean error = 128.397278
+ epoch 816: correct = 607,  false = 393   mean error = 128.363350
+ epoch 817: correct = 607,  false = 393   mean error = 128.329653
+ epoch 818: correct = 607,  false = 393   mean error = 128.296188
+ epoch 819: correct = 607,  false = 393   mean error = 128.262955
+ epoch 820: correct = 607,  false = 393   mean error = 128.229954
+ epoch 821: correct = 607,  false = 393   mean error = 128.197186
+ epoch 822: correct = 607,  false = 393   mean error = 128.164649
+ epoch 823: correct = 607,  false = 393   mean error = 128.132345
+ epoch 824: correct = 607,  false = 393   mean error = 128.100274
+ epoch 825: correct = 607,  false = 393   mean error = 128.068434
+ epoch 826: correct = 607,  false = 393   mean error = 128.036826
+ epoch 827: correct = 607,  false = 393   mean error = 128.005450
+ epoch 828: correct = 607,  false = 393   mean error = 127.974306
+ epoch 829: correct = 607,  false = 393   mean error = 127.943392
+ epoch 830: correct = 607,  false = 393   mean error = 127.912710
+ epoch 831: correct = 607,  false = 393   mean error = 127.882257
+ epoch 832: correct = 607,  false = 393   mean error = 127.852035
+ epoch 833: correct = 607,  false = 393   mean error = 127.822042
+ epoch 834: correct = 607,  false = 393   mean error = 127.792277
+ epoch 835: correct = 607,  false = 393   mean error = 127.762741
+ epoch 836: correct = 607,  false = 393   mean error = 127.733433
+ epoch 837: correct = 607,  false = 393   mean error = 127.704351
+ epoch 838: correct = 607,  false = 393   mean error = 127.675496
+ epoch 839: correct = 607,  false = 393   mean error = 127.646866
+ epoch 840: correct = 607,  false = 393   mean error = 127.618460
+ epoch 841: correct = 607,  false = 393   mean error = 127.590279
+ epoch 842: correct = 607,  false = 393   mean error = 127.562321
+ epoch 843: correct = 607,  false = 393   mean error = 127.534584
+ epoch 844: correct = 607,  false = 393   mean error = 127.507069
+ epoch 845: correct = 607,  false = 393   mean error = 127.479774
+ epoch 846: correct = 607,  false = 393   mean error = 127.452699
+ epoch 847: correct = 607,  false = 393   mean error = 127.425842
+ epoch 848: correct = 607,  false = 393   mean error = 127.399202
+ epoch 849: correct = 607,  false = 393   mean error = 127.372779
+ epoch 850: correct = 607,  false = 393   mean error = 127.346571
+ epoch 851: correct = 607,  false = 393   mean error = 127.320577
+ epoch 852: correct = 607,  false = 393   mean error = 127.294796
+ epoch 853: correct = 607,  false = 393   mean error = 127.269227
+ epoch 854: correct = 607,  false = 393   mean error = 127.243868
+ epoch 855: correct = 607,  false = 393   mean error = 127.218720
+ epoch 856: correct = 607,  false = 393   mean error = 127.193779
+ epoch 857: correct = 607,  false = 393   mean error = 127.169046
+ epoch 858: correct = 607,  false = 393   mean error = 127.144519
+ epoch 859: correct = 607,  false = 393   mean error = 127.120197
+ epoch 860: correct = 607,  false = 393   mean error = 127.096079
+ epoch 861: correct = 607,  false = 393   mean error = 127.072162
+ epoch 862: correct = 607,  false = 393   mean error = 127.048447
+ epoch 863: correct = 607,  false = 393   mean error = 127.024931
+ epoch 864: correct = 607,  false = 393   mean error = 127.001614
+ epoch 865: correct = 607,  false = 393   mean error = 126.978494
+ epoch 866: correct = 607,  false = 393   mean error = 126.955570
+ epoch 867: correct = 607,  false = 393   mean error = 126.932841
+ epoch 868: correct = 607,  false = 393   mean error = 126.910304
+ epoch 869: correct = 607,  false = 393   mean error = 126.887960
+ epoch 870: correct = 607,  false = 393   mean error = 126.865806
+ epoch 871: correct = 607,  false = 393   mean error = 126.843841
+ epoch 872: correct = 607,  false = 393   mean error = 126.822064
+ epoch 873: correct = 607,  false = 393   mean error = 126.800473
+ epoch 874: correct = 607,  false = 393   mean error = 126.779068
+ epoch 875: correct = 607,  false = 393   mean error = 126.757846
+ epoch 876: correct = 607,  false = 393   mean error = 126.736807
+ epoch 877: correct = 607,  false = 393   mean error = 126.715948
+ epoch 878: correct = 607,  false = 393   mean error = 126.695269
+ epoch 879: correct = 607,  false = 393   mean error = 126.674768
+ epoch 880: correct = 607,  false = 393   mean error = 126.654445
+ epoch 881: correct = 607,  false = 393   mean error = 126.634296
+ epoch 882: correct = 607,  false = 393   mean error = 126.614322
+ epoch 883: correct = 607,  false = 393   mean error = 126.594520
+ epoch 884: correct = 607,  false = 393   mean error = 126.574890
+ epoch 885: correct = 607,  false = 393   mean error = 126.555429
+ epoch 886: correct = 607,  false = 393   mean error = 126.536137
+ epoch 887: correct = 607,  false = 393   mean error = 126.517013
+ epoch 888: correct = 607,  false = 393   mean error = 126.498053
+ epoch 889: correct = 607,  false = 393   mean error = 126.479259
+ epoch 890: correct = 607,  false = 393   mean error = 126.460627
+ epoch 891: correct = 607,  false = 393   mean error = 126.442157
+ epoch 892: correct = 607,  false = 393   mean error = 126.423847
+ epoch 893: correct = 607,  false = 393   mean error = 126.405697
+ epoch 894: correct = 607,  false = 393   mean error = 126.387703
+ epoch 895: correct = 607,  false = 393   mean error = 126.369866
+ epoch 896: correct = 607,  false = 393   mean error = 126.352184
+ epoch 897: correct = 607,  false = 393   mean error = 126.334655
+ epoch 898: correct = 607,  false = 393   mean error = 126.317278
+ epoch 899: correct = 607,  false = 393   mean error = 126.300053
+ epoch 900: correct = 607,  false = 393   mean error = 126.282976
+ epoch 901: correct = 607,  false = 393   mean error = 126.266048
+ epoch 902: correct = 607,  false = 393   mean error = 126.249266
+ epoch 903: correct = 607,  false = 393   mean error = 126.232630
+ epoch 904: correct = 607,  false = 393   mean error = 126.216138
+ epoch 905: correct = 607,  false = 393   mean error = 126.199789
+ epoch 906: correct = 607,  false = 393   mean error = 126.183582
+ epoch 907: correct = 607,  false = 393   mean error = 126.167515
+ epoch 908: correct = 607,  false = 393   mean error = 126.151586
+ epoch 909: correct = 607,  false = 393   mean error = 126.135796
+ epoch 910: correct = 607,  false = 393   mean error = 126.120141
+ epoch 911: correct = 607,  false = 393   mean error = 126.104622
+ epoch 912: correct = 607,  false = 393   mean error = 126.089237
+ epoch 913: correct = 607,  false = 393   mean error = 126.073985
+ epoch 914: correct = 607,  false = 393   mean error = 126.058864
+ epoch 915: correct = 607,  false = 393   mean error = 126.043873
+ epoch 916: correct = 607,  false = 393   mean error = 126.029010
+ epoch 917: correct = 607,  false = 393   mean error = 126.014276
+ epoch 918: correct = 607,  false = 393   mean error = 125.999668
+ epoch 919: correct = 607,  false = 393   mean error = 125.985185
+ epoch 920: correct = 607,  false = 393   mean error = 125.970827
+ epoch 921: correct = 607,  false = 393   mean error = 125.956591
+ epoch 922: correct = 607,  false = 393   mean error = 125.942477
+ epoch 923: correct = 607,  false = 393   mean error = 125.928483
+ epoch 924: correct = 607,  false = 393   mean error = 125.914609
+ epoch 925: correct = 607,  false = 393   mean error = 125.900853
+ epoch 926: correct = 607,  false = 393   mean error = 125.887214
+ epoch 927: correct = 607,  false = 393   mean error = 125.873691
+ epoch 928: correct = 607,  false = 393   mean error = 125.860282
+ epoch 929: correct = 607,  false = 393   mean error = 125.846987
+ epoch 930: correct = 607,  false = 393   mean error = 125.833805
+ epoch 931: correct = 607,  false = 393   mean error = 125.820734
+ epoch 932: correct = 607,  false = 393   mean error = 125.807773
+ epoch 933: correct = 607,  false = 393   mean error = 125.794922
+ epoch 934: correct = 607,  false = 393   mean error = 125.782179
+ epoch 935: correct = 607,  false = 393   mean error = 125.769542
+ epoch 936: correct = 607,  false = 393   mean error = 125.757012
+ epoch 937: correct = 607,  false = 393   mean error = 125.744586
+ epoch 938: correct = 607,  false = 393   mean error = 125.732265
+ epoch 939: correct = 607,  false = 393   mean error = 125.720046
+ epoch 940: correct = 607,  false = 393   mean error = 125.707929
+ epoch 941: correct = 607,  false = 393   mean error = 125.695913
+ epoch 942: correct = 607,  false = 393   mean error = 125.683996
+ epoch 943: correct = 607,  false = 393   mean error = 125.672179
+ epoch 944: correct = 607,  false = 393   mean error = 125.660459
+ epoch 945: correct = 607,  false = 393   mean error = 125.648835
+ epoch 946: correct = 607,  false = 393   mean error = 125.637308
+ epoch 947: correct = 607,  false = 393   mean error = 125.625875
+ epoch 948: correct = 607,  false = 393   mean error = 125.614536
+ epoch 949: correct = 607,  false = 393   mean error = 125.603290
+ epoch 950: correct = 607,  false = 393   mean error = 125.592136
+ epoch 951: correct = 607,  false = 393   mean error = 125.581073
+ epoch 952: correct = 607,  false = 393   mean error = 125.570100
+ epoch 953: correct = 607,  false = 393   mean error = 125.559216
+ epoch 954: correct = 607,  false = 393   mean error = 125.548421
+ epoch 955: correct = 607,  false = 393   mean error = 125.537712
+ epoch 956: correct = 607,  false = 393   mean error = 125.527090
+ epoch 957: correct = 607,  false = 393   mean error = 125.516554
+ epoch 958: correct = 607,  false = 393   mean error = 125.506102
+ epoch 959: correct = 607,  false = 393   mean error = 125.495734
+ epoch 960: correct = 607,  false = 393   mean error = 125.485449
+ epoch 961: correct = 607,  false = 393   mean error = 125.475246
+ epoch 962: correct = 607,  false = 393   mean error = 125.465124
+ epoch 963: correct = 607,  false = 393   mean error = 125.455083
+ epoch 964: correct = 607,  false = 393   mean error = 125.445121
+ epoch 965: correct = 607,  false = 393   mean error = 125.435238
+ epoch 966: correct = 607,  false = 393   mean error = 125.425432
+ epoch 967: correct = 607,  false = 393   mean error = 125.415704
+ epoch 968: correct = 607,  false = 393   mean error = 125.406052
+ epoch 969: correct = 607,  false = 393   mean error = 125.396476
+ epoch 970: correct = 607,  false = 393   mean error = 125.386974
+ epoch 971: correct = 607,  false = 393   mean error = 125.377546
+ epoch 972: correct = 607,  false = 393   mean error = 125.368191
+ epoch 973: correct = 607,  false = 393   mean error = 125.358909
+ epoch 974: correct = 607,  false = 393   mean error = 125.349699
+ epoch 975: correct = 606,  false = 394   mean error = 125.340559
+ epoch 976: correct = 606,  false = 394   mean error = 125.331489
+ epoch 977: correct = 606,  false = 394   mean error = 125.322489
+ epoch 978: correct = 606,  false = 394   mean error = 125.313558
+ epoch 979: correct = 606,  false = 394   mean error = 125.304694
+ epoch 980: correct = 606,  false = 394   mean error = 125.295898
+ epoch 981: correct = 606,  false = 394   mean error = 125.287168
+ epoch 982: correct = 605,  false = 395   mean error = 125.278504
+ epoch 983: correct = 605,  false = 395   mean error = 125.269906
+ epoch 984: correct = 605,  false = 395   mean error = 125.261371
+ epoch 985: correct = 605,  false = 395   mean error = 125.252901
+ epoch 986: correct = 605,  false = 395   mean error = 125.244494
+ epoch 987: correct = 605,  false = 395   mean error = 125.236149
+ epoch 988: correct = 605,  false = 395   mean error = 125.227866
+ epoch 989: correct = 605,  false = 395   mean error = 125.219644
+ epoch 990: correct = 605,  false = 395   mean error = 125.211483
+ epoch 991: correct = 605,  false = 395   mean error = 125.203382
+ epoch 992: correct = 605,  false = 395   mean error = 125.195340
+ epoch 993: correct = 605,  false = 395   mean error = 125.187356
+ epoch 994: correct = 605,  false = 395   mean error = 125.179431
+ epoch 995: correct = 605,  false = 395   mean error = 125.171563
+ epoch 996: correct = 605,  false = 395   mean error = 125.163752
+ epoch 997: correct = 605,  false = 395   mean error = 125.155997
+ epoch 998: correct = 605,  false = 395   mean error = 125.148297
+ epoch 999: correct = 605,  false = 395   mean error = 125.140653
+ epoch 1000: correct = 605,  false = 395   mean error = 125.133063
+ epoch 1001: correct = 605,  false = 395   mean error = 125.125527
+ epoch 1002: correct = 605,  false = 395   mean error = 125.118045
+ epoch 1003: correct = 605,  false = 395   mean error = 125.110615
+ epoch 1004: correct = 605,  false = 395   mean error = 125.103237
+ epoch 1005: correct = 605,  false = 395   mean error = 125.095911
+ epoch 1006: correct = 605,  false = 395   mean error = 125.088636
+ epoch 1007: correct = 606,  false = 394   mean error = 125.081412
+ epoch 1008: correct = 605,  false = 395   mean error = 125.074237
+ epoch 1009: correct = 605,  false = 395   mean error = 125.067113
+ epoch 1010: correct = 605,  false = 395   mean error = 125.060037
+ epoch 1011: correct = 605,  false = 395   mean error = 125.053009
+ epoch 1012: correct = 605,  false = 395   mean error = 125.046030
+ epoch 1013: correct = 605,  false = 395   mean error = 125.039098
+ epoch 1014: correct = 606,  false = 394   mean error = 125.032213
+ epoch 1015: correct = 606,  false = 394   mean error = 125.025375
+ epoch 1016: correct = 606,  false = 394   mean error = 125.018582
+ epoch 1017: correct = 606,  false = 394   mean error = 125.011835
+ epoch 1018: correct = 605,  false = 395   mean error = 125.005133
+ epoch 1019: correct = 605,  false = 395   mean error = 124.998476
+ epoch 1020: correct = 605,  false = 395   mean error = 124.991863
+ epoch 1021: correct = 605,  false = 395   mean error = 124.985293
+ epoch 1022: correct = 605,  false = 395   mean error = 124.978766
+ epoch 1023: correct = 605,  false = 395   mean error = 124.972282
+ epoch 1024: correct = 605,  false = 395   mean error = 124.965841
+ epoch 1025: correct = 605,  false = 395   mean error = 124.959441
+ epoch 1026: correct = 605,  false = 395   mean error = 124.953082
+ epoch 1027: correct = 605,  false = 395   mean error = 124.946765
+ epoch 1028: correct = 605,  false = 395   mean error = 124.940488
+ epoch 1029: correct = 605,  false = 395   mean error = 124.934251
+ epoch 1030: correct = 606,  false = 394   mean error = 124.928054
+ epoch 1031: correct = 606,  false = 394   mean error = 124.921896
+ epoch 1032: correct = 606,  false = 394   mean error = 124.915776
+ epoch 1033: correct = 606,  false = 394   mean error = 124.909696
+ epoch 1034: correct = 606,  false = 394   mean error = 124.903653
+ epoch 1035: correct = 606,  false = 394   mean error = 124.897648
+ epoch 1036: correct = 606,  false = 394   mean error = 124.891680
+ epoch 1037: correct = 605,  false = 395   mean error = 124.885749
+ epoch 1038: correct = 605,  false = 395   mean error = 124.879854
+ epoch 1039: correct = 605,  false = 395   mean error = 124.873996
+ epoch 1040: correct = 605,  false = 395   mean error = 124.868173
+ epoch 1041: correct = 605,  false = 395   mean error = 124.862385
+ epoch 1042: correct = 605,  false = 395   mean error = 124.856633
+ epoch 1043: correct = 605,  false = 395   mean error = 124.850915
+ epoch 1044: correct = 605,  false = 395   mean error = 124.845231
+ epoch 1045: correct = 605,  false = 395   mean error = 124.839581
+ epoch 1046: correct = 605,  false = 395   mean error = 124.833965
+ epoch 1047: correct = 605,  false = 395   mean error = 124.828382
+ epoch 1048: correct = 605,  false = 395   mean error = 124.822832
+ epoch 1049: correct = 605,  false = 395   mean error = 124.817314
+ epoch 1050: correct = 605,  false = 395   mean error = 124.811828
+ epoch 1051: correct = 605,  false = 395   mean error = 124.806374
+ epoch 1052: correct = 605,  false = 395   mean error = 124.800952
+ epoch 1053: correct = 606,  false = 394   mean error = 124.795561
+ epoch 1054: correct = 606,  false = 394   mean error = 124.790200
+ epoch 1055: correct = 606,  false = 394   mean error = 124.784870
+ epoch 1056: correct = 606,  false = 394   mean error = 124.779571
+ epoch 1057: correct = 606,  false = 394   mean error = 124.774301
+ epoch 1058: correct = 605,  false = 395   mean error = 124.769061
+ epoch 1059: correct = 605,  false = 395   mean error = 124.763850
+ epoch 1060: correct = 604,  false = 396   mean error = 124.758668
+ epoch 1061: correct = 604,  false = 396   mean error = 124.753514
+ epoch 1062: correct = 604,  false = 396   mean error = 124.748389
+ epoch 1063: correct = 604,  false = 396   mean error = 124.743293
+ epoch 1064: correct = 604,  false = 396   mean error = 124.738224
+ epoch 1065: correct = 604,  false = 396   mean error = 124.733182
+ epoch 1066: correct = 604,  false = 396   mean error = 124.728168
+ epoch 1067: correct = 604,  false = 396   mean error = 124.723180
+ epoch 1068: correct = 604,  false = 396   mean error = 124.718219
+ epoch 1069: correct = 604,  false = 396   mean error = 124.713285
+ epoch 1070: correct = 605,  false = 395   mean error = 124.708377
+ epoch 1071: correct = 605,  false = 395   mean error = 124.703494
+ epoch 1072: correct = 605,  false = 395   mean error = 124.698638
+ epoch 1073: correct = 604,  false = 396   mean error = 124.693806
+ epoch 1074: correct = 605,  false = 395   mean error = 124.689000
+ epoch 1075: correct = 604,  false = 396   mean error = 124.684218
+ epoch 1076: correct = 604,  false = 396   mean error = 124.679461
+ epoch 1077: correct = 604,  false = 396   mean error = 124.674728
+ epoch 1078: correct = 604,  false = 396   mean error = 124.670020
+ epoch 1079: correct = 604,  false = 396   mean error = 124.665335
+ epoch 1080: correct = 604,  false = 396   mean error = 124.660674
+ epoch 1081: correct = 604,  false = 396   mean error = 124.656036
+ epoch 1082: correct = 604,  false = 396   mean error = 124.651421
+ epoch 1083: correct = 602,  false = 398   mean error = 124.646829
+ epoch 1084: correct = 602,  false = 398   mean error = 124.642259
+ epoch 1085: correct = 602,  false = 398   mean error = 124.637712
+ epoch 1086: correct = 602,  false = 398   mean error = 124.633188
+ epoch 1087: correct = 602,  false = 398   mean error = 124.628685
+ epoch 1088: correct = 602,  false = 398   mean error = 124.624204
+ epoch 1089: correct = 602,  false = 398   mean error = 124.619744
+ epoch 1090: correct = 602,  false = 398   mean error = 124.615306
+ epoch 1091: correct = 602,  false = 398   mean error = 124.610888
+ epoch 1092: correct = 602,  false = 398   mean error = 124.606492
+ epoch 1093: correct = 602,  false = 398   mean error = 124.602116
+ epoch 1094: correct = 601,  false = 399   mean error = 124.597761
+ epoch 1095: correct = 601,  false = 399   mean error = 124.593426
+ epoch 1096: correct = 600,  false = 400   mean error = 124.589111
+ epoch 1097: correct = 600,  false = 400   mean error = 124.584816
+ epoch 1098: correct = 600,  false = 400   mean error = 124.580540
+ epoch 1099: correct = 600,  false = 400   mean error = 124.576284
+ epoch 1100: correct = 600,  false = 400   mean error = 124.572048
+ epoch 1101: correct = 600,  false = 400   mean error = 124.567830
+ epoch 1102: correct = 600,  false = 400   mean error = 124.563631
+ epoch 1103: correct = 600,  false = 400   mean error = 124.559451
+ epoch 1104: correct = 600,  false = 400   mean error = 124.555289
+ epoch 1105: correct = 600,  false = 400   mean error = 124.551146
+ epoch 1106: correct = 600,  false = 400   mean error = 124.547021
+ epoch 1107: correct = 600,  false = 400   mean error = 124.542913
+ epoch 1108: correct = 601,  false = 399   mean error = 124.538824
+ epoch 1109: correct = 601,  false = 399   mean error = 124.534752
+ epoch 1110: correct = 600,  false = 400   mean error = 124.530698
+ epoch 1111: correct = 600,  false = 400   mean error = 124.526661
+ epoch 1112: correct = 600,  false = 400   mean error = 124.522641
+ epoch 1113: correct = 600,  false = 400   mean error = 124.518638
+ epoch 1114: correct = 600,  false = 400   mean error = 124.514651
+ epoch 1115: correct = 601,  false = 399   mean error = 124.510682
+ epoch 1116: correct = 601,  false = 399   mean error = 124.506728
+ epoch 1117: correct = 601,  false = 399   mean error = 124.502791
+ epoch 1118: correct = 601,  false = 399   mean error = 124.498871
+ epoch 1119: correct = 601,  false = 399   mean error = 124.494966
+ epoch 1120: correct = 602,  false = 398   mean error = 124.491077
+ epoch 1121: correct = 602,  false = 398   mean error = 124.487203
+ epoch 1122: correct = 601,  false = 399   mean error = 124.483345
+ epoch 1123: correct = 601,  false = 399   mean error = 124.479503
+ epoch 1124: correct = 601,  false = 399   mean error = 124.475676
+ epoch 1125: correct = 602,  false = 398   mean error = 124.471863
+ epoch 1126: correct = 602,  false = 398   mean error = 124.468066
+ epoch 1127: correct = 602,  false = 398   mean error = 124.464284
+ epoch 1128: correct = 603,  false = 397   mean error = 124.460516
+ epoch 1129: correct = 603,  false = 397   mean error = 124.456762
+ epoch 1130: correct = 603,  false = 397   mean error = 124.453023
+ epoch 1131: correct = 602,  false = 398   mean error = 124.449299
+ epoch 1132: correct = 602,  false = 398   mean error = 124.445588
+ epoch 1133: correct = 602,  false = 398   mean error = 124.441891
+ epoch 1134: correct = 602,  false = 398   mean error = 124.438208
+ epoch 1135: correct = 602,  false = 398   mean error = 124.434539
+ epoch 1136: correct = 602,  false = 398   mean error = 124.430884
+ epoch 1137: correct = 601,  false = 399   mean error = 124.427241
+ epoch 1138: correct = 602,  false = 398   mean error = 124.423613
+ epoch 1139: correct = 602,  false = 398   mean error = 124.419997
+ epoch 1140: correct = 601,  false = 399   mean error = 124.416395
+ epoch 1141: correct = 601,  false = 399   mean error = 124.412805
+ epoch 1142: correct = 601,  false = 399   mean error = 124.409228
+ epoch 1143: correct = 600,  false = 400   mean error = 124.405664
+ epoch 1144: correct = 600,  false = 400   mean error = 124.402113
+ epoch 1145: correct = 600,  false = 400   mean error = 124.398574
+ epoch 1146: correct = 600,  false = 400   mean error = 124.395047
+ epoch 1147: correct = 600,  false = 400   mean error = 124.391533
+ epoch 1148: correct = 598,  false = 402   mean error = 124.388031
+ epoch 1149: correct = 598,  false = 402   mean error = 124.384541
+ epoch 1150: correct = 598,  false = 402   mean error = 124.381063
+ epoch 1151: correct = 598,  false = 402   mean error = 124.377596
+ epoch 1152: correct = 597,  false = 403   mean error = 124.374142
+ epoch 1153: correct = 597,  false = 403   mean error = 124.370699
+ epoch 1154: correct = 597,  false = 403   mean error = 124.367267
+ epoch 1155: correct = 597,  false = 403   mean error = 124.363847
+ epoch 1156: correct = 598,  false = 402   mean error = 124.360438
+ epoch 1157: correct = 598,  false = 402   mean error = 124.357040
+ epoch 1158: correct = 597,  false = 403   mean error = 124.353654
+ epoch 1159: correct = 597,  false = 403   mean error = 124.350278
+ epoch 1160: correct = 597,  false = 403   mean error = 124.346914
+ epoch 1161: correct = 596,  false = 404   mean error = 124.343560
+ epoch 1162: correct = 596,  false = 404   mean error = 124.340217
+ epoch 1163: correct = 598,  false = 402   mean error = 124.336884
+ epoch 1164: correct = 599,  false = 401   mean error = 124.333562
+ epoch 1165: correct = 599,  false = 401   mean error = 124.330251
+ epoch 1166: correct = 599,  false = 401   mean error = 124.326949
+ epoch 1167: correct = 600,  false = 400   mean error = 124.323658
+ epoch 1168: correct = 600,  false = 400   mean error = 124.320377
+ epoch 1169: correct = 600,  false = 400   mean error = 124.317107
+ epoch 1170: correct = 599,  false = 401   mean error = 124.313846
+ epoch 1171: correct = 599,  false = 401   mean error = 124.310595
+ epoch 1172: correct = 599,  false = 401   mean error = 124.307354
+ epoch 1173: correct = 599,  false = 401   mean error = 124.304123
+ epoch 1174: correct = 599,  false = 401   mean error = 124.300901
+ epoch 1175: correct = 599,  false = 401   mean error = 124.297689
+ epoch 1176: correct = 599,  false = 401   mean error = 124.294486
+ epoch 1177: correct = 599,  false = 401   mean error = 124.291293
+ epoch 1178: correct = 599,  false = 401   mean error = 124.288109
+ epoch 1179: correct = 599,  false = 401   mean error = 124.284935
+ epoch 1180: correct = 599,  false = 401   mean error = 124.281769
+ epoch 1181: correct = 599,  false = 401   mean error = 124.278613
+ epoch 1182: correct = 599,  false = 401   mean error = 124.275466
+ epoch 1183: correct = 599,  false = 401   mean error = 124.272327
+ epoch 1184: correct = 599,  false = 401   mean error = 124.269198
+ epoch 1185: correct = 599,  false = 401   mean error = 124.266077
+ epoch 1186: correct = 599,  false = 401   mean error = 124.262965
+ epoch 1187: correct = 599,  false = 401   mean error = 124.259862
+ epoch 1188: correct = 598,  false = 402   mean error = 124.256767
+ epoch 1189: correct = 598,  false = 402   mean error = 124.253681
+ epoch 1190: correct = 598,  false = 402   mean error = 124.250603
+ epoch 1191: correct = 598,  false = 402   mean error = 124.247534
+ epoch 1192: correct = 598,  false = 402   mean error = 124.244473
+ epoch 1193: correct = 598,  false = 402   mean error = 124.241420
+ epoch 1194: correct = 599,  false = 401   mean error = 124.238375
+ epoch 1195: correct = 599,  false = 401   mean error = 124.235339
+ epoch 1196: correct = 599,  false = 401   mean error = 124.232310
+ epoch 1197: correct = 599,  false = 401   mean error = 124.229290
+ epoch 1198: correct = 599,  false = 401   mean error = 124.226277
+ epoch 1199: correct = 599,  false = 401   mean error = 124.223272
+ epoch 1200: correct = 599,  false = 401   mean error = 124.220275
+ epoch 1201: correct = 599,  false = 401   mean error = 124.217286
+ epoch 1202: correct = 598,  false = 402   mean error = 124.214305
+ epoch 1203: correct = 598,  false = 402   mean error = 124.211331
+ epoch 1204: correct = 598,  false = 402   mean error = 124.208365
+ epoch 1205: correct = 598,  false = 402   mean error = 124.205406
+ epoch 1206: correct = 598,  false = 402   mean error = 124.202454
+ epoch 1207: correct = 598,  false = 402   mean error = 124.199510
+ epoch 1208: correct = 598,  false = 402   mean error = 124.196574
+ epoch 1209: correct = 598,  false = 402   mean error = 124.193644
+ epoch 1210: correct = 598,  false = 402   mean error = 124.190722
+ epoch 1211: correct = 598,  false = 402   mean error = 124.187807
+ epoch 1212: correct = 598,  false = 402   mean error = 124.184899
+ epoch 1213: correct = 596,  false = 404   mean error = 124.181999
+ epoch 1214: correct = 596,  false = 404   mean error = 124.179105
+ epoch 1215: correct = 596,  false = 404   mean error = 124.176218
+ epoch 1216: correct = 596,  false = 404   mean error = 124.173338
+ epoch 1217: correct = 595,  false = 405   mean error = 124.170465
+ epoch 1218: correct = 595,  false = 405   mean error = 124.167599
+ epoch 1219: correct = 595,  false = 405   mean error = 124.164739
+ epoch 1220: correct = 594,  false = 406   mean error = 124.161886
+ epoch 1221: correct = 594,  false = 406   mean error = 124.159040
+ epoch 1222: correct = 594,  false = 406   mean error = 124.156201
+ epoch 1223: correct = 594,  false = 406   mean error = 124.153368
+ epoch 1224: correct = 594,  false = 406   mean error = 124.150541
+ epoch 1225: correct = 594,  false = 406   mean error = 124.147721
+ epoch 1226: correct = 594,  false = 406   mean error = 124.144907
+ epoch 1227: correct = 594,  false = 406   mean error = 124.142100
+ epoch 1228: correct = 594,  false = 406   mean error = 124.139299
+ epoch 1229: correct = 594,  false = 406   mean error = 124.136505
+ epoch 1230: correct = 593,  false = 407   mean error = 124.133716
+ epoch 1231: correct = 593,  false = 407   mean error = 124.130934
+ epoch 1232: correct = 593,  false = 407   mean error = 124.128158
+ epoch 1233: correct = 593,  false = 407   mean error = 124.125388
+ epoch 1234: correct = 593,  false = 407   mean error = 124.122625
+ epoch 1235: correct = 592,  false = 408   mean error = 124.119867
+ epoch 1236: correct = 592,  false = 408   mean error = 124.117115
+ epoch 1237: correct = 592,  false = 408   mean error = 124.114369
+ epoch 1238: correct = 592,  false = 408   mean error = 124.111629
+ epoch 1239: correct = 592,  false = 408   mean error = 124.108895
+ epoch 1240: correct = 593,  false = 407   mean error = 124.106167
+ epoch 1241: correct = 592,  false = 408   mean error = 124.103445
+ epoch 1242: correct = 592,  false = 408   mean error = 124.100728
+ epoch 1243: correct = 592,  false = 408   mean error = 124.098017
+ epoch 1244: correct = 592,  false = 408   mean error = 124.095312
+ epoch 1245: correct = 592,  false = 408   mean error = 124.092612
+ epoch 1246: correct = 593,  false = 407   mean error = 124.089918
+ epoch 1247: correct = 593,  false = 407   mean error = 124.087229
+ epoch 1248: correct = 593,  false = 407   mean error = 124.084546
+ epoch 1249: correct = 593,  false = 407   mean error = 124.081869
+ epoch 1250: correct = 593,  false = 407   mean error = 124.079197
+ epoch 1251: correct = 593,  false = 407   mean error = 124.076530
+ epoch 1252: correct = 593,  false = 407   mean error = 124.073869
+ epoch 1253: correct = 593,  false = 407   mean error = 124.071213
+ epoch 1254: correct = 593,  false = 407   mean error = 124.068563
+ epoch 1255: correct = 594,  false = 406   mean error = 124.065918
+ epoch 1256: correct = 594,  false = 406   mean error = 124.063278
+ epoch 1257: correct = 594,  false = 406   mean error = 124.060643
+ epoch 1258: correct = 594,  false = 406   mean error = 124.058013
+ epoch 1259: correct = 594,  false = 406   mean error = 124.055389
+ epoch 1260: correct = 594,  false = 406   mean error = 124.052770
+ epoch 1261: correct = 594,  false = 406   mean error = 124.050155
+ epoch 1262: correct = 594,  false = 406   mean error = 124.047546
+ epoch 1263: correct = 592,  false = 408   mean error = 124.044942
+ epoch 1264: correct = 591,  false = 409   mean error = 124.042343
+ epoch 1265: correct = 590,  false = 410   mean error = 124.039749
+ epoch 1266: correct = 590,  false = 410   mean error = 124.037160
+ epoch 1267: correct = 590,  false = 410   mean error = 124.034575
+ epoch 1268: correct = 590,  false = 410   mean error = 124.031996
+ epoch 1269: correct = 590,  false = 410   mean error = 124.029422
+ epoch 1270: correct = 590,  false = 410   mean error = 124.026852
+ epoch 1271: correct = 589,  false = 411   mean error = 124.024287
+ epoch 1272: correct = 589,  false = 411   mean error = 124.021727
+ epoch 1273: correct = 588,  false = 412   mean error = 124.019171
+ epoch 1274: correct = 588,  false = 412   mean error = 124.016621
+ epoch 1275: correct = 589,  false = 411   mean error = 124.014074
+ epoch 1276: correct = 588,  false = 412   mean error = 124.011533
+ epoch 1277: correct = 588,  false = 412   mean error = 124.008996
+ epoch 1278: correct = 588,  false = 412   mean error = 124.006464
+ epoch 1279: correct = 588,  false = 412   mean error = 124.003937
+ epoch 1280: correct = 588,  false = 412   mean error = 124.001414
+ epoch 1281: correct = 588,  false = 412   mean error = 123.998895
+ epoch 1282: correct = 588,  false = 412   mean error = 123.996381
+ epoch 1283: correct = 588,  false = 412   mean error = 123.993871
+ epoch 1284: correct = 588,  false = 412   mean error = 123.991366
+ epoch 1285: correct = 588,  false = 412   mean error = 123.988866
+ epoch 1286: correct = 588,  false = 412   mean error = 123.986369
+ epoch 1287: correct = 588,  false = 412   mean error = 123.983878
+ epoch 1288: correct = 588,  false = 412   mean error = 123.981390
+ epoch 1289: correct = 588,  false = 412   mean error = 123.978907
+ epoch 1290: correct = 588,  false = 412   mean error = 123.976428
+ epoch 1291: correct = 588,  false = 412   mean error = 123.973953
+ epoch 1292: correct = 588,  false = 412   mean error = 123.971483
+ epoch 1293: correct = 589,  false = 411   mean error = 123.969017
+ epoch 1294: correct = 589,  false = 411   mean error = 123.966555
+ epoch 1295: correct = 589,  false = 411   mean error = 123.964097
+ epoch 1296: correct = 589,  false = 411   mean error = 123.961643
+ epoch 1297: correct = 589,  false = 411   mean error = 123.959194
+ epoch 1298: correct = 589,  false = 411   mean error = 123.956748
+ epoch 1299: correct = 589,  false = 411   mean error = 123.954307
+ epoch 1300: correct = 590,  false = 410   mean error = 123.951870
+ epoch 1301: correct = 590,  false = 410   mean error = 123.949437
+ epoch 1302: correct = 590,  false = 410   mean error = 123.947008
+ epoch 1303: correct = 590,  false = 410   mean error = 123.944583
+ epoch 1304: correct = 590,  false = 410   mean error = 123.942162
+ epoch 1305: correct = 590,  false = 410   mean error = 123.939744
+ epoch 1306: correct = 590,  false = 410   mean error = 123.937331
+ epoch 1307: correct = 590,  false = 410   mean error = 123.934922
+ epoch 1308: correct = 590,  false = 410   mean error = 123.932517
+ epoch 1309: correct = 590,  false = 410   mean error = 123.930115
+ epoch 1310: correct = 590,  false = 410   mean error = 123.927718
+ epoch 1311: correct = 590,  false = 410   mean error = 123.925324
+ epoch 1312: correct = 590,  false = 410   mean error = 123.922934
+ epoch 1313: correct = 589,  false = 411   mean error = 123.920548
+ epoch 1314: correct = 589,  false = 411   mean error = 123.918166
+ epoch 1315: correct = 589,  false = 411   mean error = 123.915787
+ epoch 1316: correct = 589,  false = 411   mean error = 123.913412
+ epoch 1317: correct = 589,  false = 411   mean error = 123.911041
+ epoch 1318: correct = 589,  false = 411   mean error = 123.908674
+ epoch 1319: correct = 589,  false = 411   mean error = 123.906310
+ epoch 1320: correct = 589,  false = 411   mean error = 123.903950
+ epoch 1321: correct = 589,  false = 411   mean error = 123.901594
+ epoch 1322: correct = 589,  false = 411   mean error = 123.899241
+ epoch 1323: correct = 588,  false = 412   mean error = 123.896892
+ epoch 1324: correct = 588,  false = 412   mean error = 123.894547
+ epoch 1325: correct = 588,  false = 412   mean error = 123.892205
+ epoch 1326: correct = 588,  false = 412   mean error = 123.889867
+ epoch 1327: correct = 588,  false = 412   mean error = 123.887532
+ epoch 1328: correct = 588,  false = 412   mean error = 123.885201
+ epoch 1329: correct = 588,  false = 412   mean error = 123.882873
+ epoch 1330: correct = 588,  false = 412   mean error = 123.880549
+ epoch 1331: correct = 588,  false = 412   mean error = 123.878229
+ epoch 1332: correct = 588,  false = 412   mean error = 123.875911
+ epoch 1333: correct = 588,  false = 412   mean error = 123.873598
+ epoch 1334: correct = 589,  false = 411   mean error = 123.871287
+ epoch 1335: correct = 589,  false = 411   mean error = 123.868981
+ epoch 1336: correct = 590,  false = 410   mean error = 123.866677
+ epoch 1337: correct = 590,  false = 410   mean error = 123.864377
+ epoch 1338: correct = 590,  false = 410   mean error = 123.862080
+ epoch 1339: correct = 590,  false = 410   mean error = 123.859787
+ epoch 1340: correct = 590,  false = 410   mean error = 123.857497
+ epoch 1341: correct = 590,  false = 410   mean error = 123.855210
+ epoch 1342: correct = 590,  false = 410   mean error = 123.852927
+ epoch 1343: correct = 590,  false = 410   mean error = 123.850647
+ epoch 1344: correct = 590,  false = 410   mean error = 123.848370
+ epoch 1345: correct = 590,  false = 410   mean error = 123.846097
+ epoch 1346: correct = 590,  false = 410   mean error = 123.843827
+ epoch 1347: correct = 590,  false = 410   mean error = 123.841560
+ epoch 1348: correct = 590,  false = 410   mean error = 123.839296
+ epoch 1349: correct = 590,  false = 410   mean error = 123.837035
+ epoch 1350: correct = 590,  false = 410   mean error = 123.834778
+ epoch 1351: correct = 590,  false = 410   mean error = 123.832524
+ epoch 1352: correct = 590,  false = 410   mean error = 123.830273
+ epoch 1353: correct = 590,  false = 410   mean error = 123.828025
+ epoch 1354: correct = 590,  false = 410   mean error = 123.825780
+ epoch 1355: correct = 590,  false = 410   mean error = 123.823538
+ epoch 1356: correct = 590,  false = 410   mean error = 123.821300
+ epoch 1357: correct = 590,  false = 410   mean error = 123.819064
+ epoch 1358: correct = 590,  false = 410   mean error = 123.816832
+ epoch 1359: correct = 590,  false = 410   mean error = 123.814603
+ epoch 1360: correct = 590,  false = 410   mean error = 123.812377
+ epoch 1361: correct = 591,  false = 409   mean error = 123.810153
+ epoch 1362: correct = 592,  false = 408   mean error = 123.807933
+ epoch 1363: correct = 592,  false = 408   mean error = 123.805716
+ epoch 1364: correct = 592,  false = 408   mean error = 123.803502
+ epoch 1365: correct = 592,  false = 408   mean error = 123.801291
+ epoch 1366: correct = 592,  false = 408   mean error = 123.799083
+ epoch 1367: correct = 592,  false = 408   mean error = 123.796878
+ epoch 1368: correct = 592,  false = 408   mean error = 123.794675
+ epoch 1369: correct = 592,  false = 408   mean error = 123.792476
+ epoch 1370: correct = 592,  false = 408   mean error = 123.790280
+ epoch 1371: correct = 592,  false = 408   mean error = 123.788086
+ epoch 1372: correct = 592,  false = 408   mean error = 123.785896
+ epoch 1373: correct = 592,  false = 408   mean error = 123.783708
+ epoch 1374: correct = 592,  false = 408   mean error = 123.781523
+ epoch 1375: correct = 592,  false = 408   mean error = 123.779341
+ epoch 1376: correct = 593,  false = 407   mean error = 123.777162
+ epoch 1377: correct = 593,  false = 407   mean error = 123.774986
+ epoch 1378: correct = 593,  false = 407   mean error = 123.772812
+ epoch 1379: correct = 593,  false = 407   mean error = 123.770642
+ epoch 1380: correct = 593,  false = 407   mean error = 123.768474
+ epoch 1381: correct = 593,  false = 407   mean error = 123.766309
+ epoch 1382: correct = 593,  false = 407   mean error = 123.764147
+ epoch 1383: correct = 593,  false = 407   mean error = 123.761987
+ epoch 1384: correct = 593,  false = 407   mean error = 123.759831
+ epoch 1385: correct = 593,  false = 407   mean error = 123.757677
+ epoch 1386: correct = 593,  false = 407   mean error = 123.755526
+ epoch 1387: correct = 593,  false = 407   mean error = 123.753377
+ epoch 1388: correct = 593,  false = 407   mean error = 123.751231
+ epoch 1389: correct = 593,  false = 407   mean error = 123.749088
+ epoch 1390: correct = 593,  false = 407   mean error = 123.746948
+ epoch 1391: correct = 593,  false = 407   mean error = 123.744810
+ epoch 1392: correct = 593,  false = 407   mean error = 123.742675
+ epoch 1393: correct = 593,  false = 407   mean error = 123.740543
+ epoch 1394: correct = 593,  false = 407   mean error = 123.738413
+ epoch 1395: correct = 591,  false = 409   mean error = 123.736286
+ epoch 1396: correct = 592,  false = 408   mean error = 123.734162
+ epoch 1397: correct = 592,  false = 408   mean error = 123.732040
+ epoch 1398: correct = 591,  false = 409   mean error = 123.729921
+ epoch 1399: correct = 591,  false = 409   mean error = 123.727804
+ epoch 1400: correct = 591,  false = 409   mean error = 123.725690
+ epoch 1401: correct = 591,  false = 409   mean error = 123.723578
+ epoch 1402: correct = 591,  false = 409   mean error = 123.721470
+ epoch 1403: correct = 591,  false = 409   mean error = 123.719363
+ epoch 1404: correct = 591,  false = 409   mean error = 123.717259
+ epoch 1405: correct = 591,  false = 409   mean error = 123.715158
+ epoch 1406: correct = 591,  false = 409   mean error = 123.713059
+ epoch 1407: correct = 591,  false = 409   mean error = 123.710963
+ epoch 1408: correct = 591,  false = 409   mean error = 123.708869
+ epoch 1409: correct = 591,  false = 409   mean error = 123.706778
+ epoch 1410: correct = 591,  false = 409   mean error = 123.704690
+ epoch 1411: correct = 591,  false = 409   mean error = 123.702603
+ epoch 1412: correct = 591,  false = 409   mean error = 123.700519
+ epoch 1413: correct = 591,  false = 409   mean error = 123.698438
+ epoch 1414: correct = 591,  false = 409   mean error = 123.696359
+ epoch 1415: correct = 591,  false = 409   mean error = 123.694283
+ epoch 1416: correct = 591,  false = 409   mean error = 123.692209
+ epoch 1417: correct = 591,  false = 409   mean error = 123.690137
+ epoch 1418: correct = 591,  false = 409   mean error = 123.688068
+ epoch 1419: correct = 591,  false = 409   mean error = 123.686001
+ epoch 1420: correct = 591,  false = 409   mean error = 123.683937
+ epoch 1421: correct = 591,  false = 409   mean error = 123.681875
+ epoch 1422: correct = 592,  false = 408   mean error = 123.679815
+ epoch 1423: correct = 592,  false = 408   mean error = 123.677758
+ epoch 1424: correct = 592,  false = 408   mean error = 123.675703
+ epoch 1425: correct = 592,  false = 408   mean error = 123.673650
+ epoch 1426: correct = 593,  false = 407   mean error = 123.671600
+ epoch 1427: correct = 593,  false = 407   mean error = 123.669552
+ epoch 1428: correct = 593,  false = 407   mean error = 123.667507
+ epoch 1429: correct = 593,  false = 407   mean error = 123.665463
+ epoch 1430: correct = 593,  false = 407   mean error = 123.663422
+ epoch 1431: correct = 593,  false = 407   mean error = 123.661384
+ epoch 1432: correct = 593,  false = 407   mean error = 123.659347
+ epoch 1433: correct = 593,  false = 407   mean error = 123.657313
+ epoch 1434: correct = 593,  false = 407   mean error = 123.655281
+ epoch 1435: correct = 593,  false = 407   mean error = 123.653252
+ epoch 1436: correct = 593,  false = 407   mean error = 123.651224
+ epoch 1437: correct = 593,  false = 407   mean error = 123.649199
+ epoch 1438: correct = 592,  false = 408   mean error = 123.647176
+ epoch 1439: correct = 592,  false = 408   mean error = 123.645156
+ epoch 1440: correct = 592,  false = 408   mean error = 123.643137
+ epoch 1441: correct = 592,  false = 408   mean error = 123.641121
+ epoch 1442: correct = 592,  false = 408   mean error = 123.639107
+ epoch 1443: correct = 592,  false = 408   mean error = 123.637095
+ epoch 1444: correct = 591,  false = 409   mean error = 123.635086
+ epoch 1445: correct = 591,  false = 409   mean error = 123.633078
+ epoch 1446: correct = 589,  false = 411   mean error = 123.631073
+ epoch 1447: correct = 589,  false = 411   mean error = 123.629070
+ epoch 1448: correct = 590,  false = 410   mean error = 123.627069
+ epoch 1449: correct = 590,  false = 410   mean error = 123.625070
+ epoch 1450: correct = 590,  false = 410   mean error = 123.623074
+ epoch 1451: correct = 590,  false = 410   mean error = 123.621079
+ epoch 1452: correct = 591,  false = 409   mean error = 123.619087
+ epoch 1453: correct = 591,  false = 409   mean error = 123.617097
+ epoch 1454: correct = 591,  false = 409   mean error = 123.615108
+ epoch 1455: correct = 591,  false = 409   mean error = 123.613122
+ epoch 1456: correct = 591,  false = 409   mean error = 123.611138
+ epoch 1457: correct = 592,  false = 408   mean error = 123.609157
+ epoch 1458: correct = 592,  false = 408   mean error = 123.607177
+ epoch 1459: correct = 592,  false = 408   mean error = 123.605199
+ epoch 1460: correct = 592,  false = 408   mean error = 123.603223
+ epoch 1461: correct = 592,  false = 408   mean error = 123.601250
+ epoch 1462: correct = 592,  false = 408   mean error = 123.599278
+ epoch 1463: correct = 592,  false = 408   mean error = 123.597309
+ epoch 1464: correct = 592,  false = 408   mean error = 123.595341
+ epoch 1465: correct = 592,  false = 408   mean error = 123.593376
+ epoch 1466: correct = 592,  false = 408   mean error = 123.591413
+ epoch 1467: correct = 592,  false = 408   mean error = 123.589451
+ epoch 1468: correct = 592,  false = 408   mean error = 123.587492
+ epoch 1469: correct = 592,  false = 408   mean error = 123.585535
+ epoch 1470: correct = 592,  false = 408   mean error = 123.583579
+ epoch 1471: correct = 592,  false = 408   mean error = 123.581626
+ epoch 1472: correct = 591,  false = 409   mean error = 123.579674
+ epoch 1473: correct = 591,  false = 409   mean error = 123.577725
+ epoch 1474: correct = 591,  false = 409   mean error = 123.575778
+ epoch 1475: correct = 591,  false = 409   mean error = 123.573832
+ epoch 1476: correct = 591,  false = 409   mean error = 123.571889
+ epoch 1477: correct = 591,  false = 409   mean error = 123.569947
+ epoch 1478: correct = 590,  false = 410   mean error = 123.568008
+ epoch 1479: correct = 590,  false = 410   mean error = 123.566070
+ epoch 1480: correct = 590,  false = 410   mean error = 123.564134
+ epoch 1481: correct = 590,  false = 410   mean error = 123.562200
+ epoch 1482: correct = 590,  false = 410   mean error = 123.560268
+ epoch 1483: correct = 590,  false = 410   mean error = 123.558338
+ epoch 1484: correct = 590,  false = 410   mean error = 123.556410
+ epoch 1485: correct = 589,  false = 411   mean error = 123.554484
+ epoch 1486: correct = 589,  false = 411   mean error = 123.552560
+ epoch 1487: correct = 589,  false = 411   mean error = 123.550638
+ epoch 1488: correct = 589,  false = 411   mean error = 123.548717
+ epoch 1489: correct = 589,  false = 411   mean error = 123.546798
+ epoch 1490: correct = 589,  false = 411   mean error = 123.544882
+ epoch 1491: correct = 588,  false = 412   mean error = 123.542967
+ epoch 1492: correct = 588,  false = 412   mean error = 123.541054
+ epoch 1493: correct = 588,  false = 412   mean error = 123.539143
+ epoch 1494: correct = 587,  false = 413   mean error = 123.537233
+ epoch 1495: correct = 587,  false = 413   mean error = 123.535326
+ epoch 1496: correct = 587,  false = 413   mean error = 123.533420
+ epoch 1497: correct = 587,  false = 413   mean error = 123.531516
+ epoch 1498: correct = 587,  false = 413   mean error = 123.529614
+ epoch 1499: correct = 587,  false = 413   mean error = 123.527714
+ epoch 1500: correct = 587,  false = 413   mean error = 123.525816
+ epoch 1501: correct = 587,  false = 413   mean error = 123.523919
+ epoch 1502: correct = 587,  false = 413   mean error = 123.522024
+ epoch 1503: correct = 587,  false = 413   mean error = 123.520131
+ epoch 1504: correct = 587,  false = 413   mean error = 123.518240
+ epoch 1505: correct = 587,  false = 413   mean error = 123.516351
+ epoch 1506: correct = 587,  false = 413   mean error = 123.514463
+ epoch 1507: correct = 587,  false = 413   mean error = 123.512577
+ epoch 1508: correct = 587,  false = 413   mean error = 123.510693
+ epoch 1509: correct = 587,  false = 413   mean error = 123.508811
+ epoch 1510: correct = 587,  false = 413   mean error = 123.506931
+ epoch 1511: correct = 588,  false = 412   mean error = 123.505052
+ epoch 1512: correct = 588,  false = 412   mean error = 123.503175
+ epoch 1513: correct = 589,  false = 411   mean error = 123.501299
+ epoch 1514: correct = 589,  false = 411   mean error = 123.499426
+ epoch 1515: correct = 589,  false = 411   mean error = 123.497554
+ epoch 1516: correct = 589,  false = 411   mean error = 123.495684
+ epoch 1517: correct = 589,  false = 411   mean error = 123.493815
+ epoch 1518: correct = 590,  false = 410   mean error = 123.491949
+ epoch 1519: correct = 590,  false = 410   mean error = 123.490084
+ epoch 1520: correct = 590,  false = 410   mean error = 123.488221
+ epoch 1521: correct = 590,  false = 410   mean error = 123.486359
+ epoch 1522: correct = 590,  false = 410   mean error = 123.484499
+ epoch 1523: correct = 590,  false = 410   mean error = 123.482641
+ epoch 1524: correct = 590,  false = 410   mean error = 123.480785
+ epoch 1525: correct = 590,  false = 410   mean error = 123.478930
+ epoch 1526: correct = 590,  false = 410   mean error = 123.477077
+ epoch 1527: correct = 590,  false = 410   mean error = 123.475225
+ epoch 1528: correct = 590,  false = 410   mean error = 123.473375
+ epoch 1529: correct = 590,  false = 410   mean error = 123.471527
+ epoch 1530: correct = 590,  false = 410   mean error = 123.469681
+ epoch 1531: correct = 590,  false = 410   mean error = 123.467836
+ epoch 1532: correct = 590,  false = 410   mean error = 123.465993
+ epoch 1533: correct = 590,  false = 410   mean error = 123.464151
+ epoch 1534: correct = 590,  false = 410   mean error = 123.462311
+ epoch 1535: correct = 590,  false = 410   mean error = 123.460473
+ epoch 1536: correct = 590,  false = 410   mean error = 123.458637
+ epoch 1537: correct = 590,  false = 410   mean error = 123.456802
+ epoch 1538: correct = 590,  false = 410   mean error = 123.454968
+ epoch 1539: correct = 590,  false = 410   mean error = 123.453137
+ epoch 1540: correct = 590,  false = 410   mean error = 123.451306
+ epoch 1541: correct = 590,  false = 410   mean error = 123.449478
+ epoch 1542: correct = 591,  false = 409   mean error = 123.447651
+ epoch 1543: correct = 591,  false = 409   mean error = 123.445826
+ epoch 1544: correct = 591,  false = 409   mean error = 123.444002
+ epoch 1545: correct = 591,  false = 409   mean error = 123.442180
+ epoch 1546: correct = 591,  false = 409   mean error = 123.440359
+ epoch 1547: correct = 591,  false = 409   mean error = 123.438540
+ epoch 1548: correct = 591,  false = 409   mean error = 123.436723
+ epoch 1549: correct = 591,  false = 409   mean error = 123.434907
+ epoch 1550: correct = 591,  false = 409   mean error = 123.433093
+ epoch 1551: correct = 591,  false = 409   mean error = 123.431280
+ epoch 1552: correct = 591,  false = 409   mean error = 123.429469
+ epoch 1553: correct = 591,  false = 409   mean error = 123.427660
+ epoch 1554: correct = 591,  false = 409   mean error = 123.425852
+ epoch 1555: correct = 591,  false = 409   mean error = 123.424045
+ epoch 1556: correct = 591,  false = 409   mean error = 123.422241
+ epoch 1557: correct = 591,  false = 409   mean error = 123.420437
+ epoch 1558: correct = 591,  false = 409   mean error = 123.418635
+ epoch 1559: correct = 591,  false = 409   mean error = 123.416835
+ epoch 1560: correct = 591,  false = 409   mean error = 123.415037
+ epoch 1561: correct = 591,  false = 409   mean error = 123.413239
+ epoch 1562: correct = 591,  false = 409   mean error = 123.411444
+ epoch 1563: correct = 591,  false = 409   mean error = 123.409650
+ epoch 1564: correct = 591,  false = 409   mean error = 123.407857
+ epoch 1565: correct = 591,  false = 409   mean error = 123.406066
+ epoch 1566: correct = 591,  false = 409   mean error = 123.404276
+ epoch 1567: correct = 591,  false = 409   mean error = 123.402488
+ epoch 1568: correct = 591,  false = 409   mean error = 123.400702
+ epoch 1569: correct = 591,  false = 409   mean error = 123.398916
+ epoch 1570: correct = 591,  false = 409   mean error = 123.397133
+ epoch 1571: correct = 591,  false = 409   mean error = 123.395351
+ epoch 1572: correct = 591,  false = 409   mean error = 123.393570
+ epoch 1573: correct = 591,  false = 409   mean error = 123.391791
+ epoch 1574: correct = 591,  false = 409   mean error = 123.390013
+ epoch 1575: correct = 591,  false = 409   mean error = 123.388237
+ epoch 1576: correct = 591,  false = 409   mean error = 123.386462
+ epoch 1577: correct = 591,  false = 409   mean error = 123.384689
+ epoch 1578: correct = 591,  false = 409   mean error = 123.382917
+ epoch 1579: correct = 591,  false = 409   mean error = 123.381147
+ epoch 1580: correct = 591,  false = 409   mean error = 123.379378
+ epoch 1581: correct = 591,  false = 409   mean error = 123.377611
+ epoch 1582: correct = 591,  false = 409   mean error = 123.375845
+ epoch 1583: correct = 591,  false = 409   mean error = 123.374081
+ epoch 1584: correct = 591,  false = 409   mean error = 123.372318
+ epoch 1585: correct = 591,  false = 409   mean error = 123.370556
+ epoch 1586: correct = 591,  false = 409   mean error = 123.368796
+ epoch 1587: correct = 591,  false = 409   mean error = 123.367037
+ epoch 1588: correct = 591,  false = 409   mean error = 123.365280
+ epoch 1589: correct = 591,  false = 409   mean error = 123.363524
+ epoch 1590: correct = 591,  false = 409   mean error = 123.361770
+ epoch 1591: correct = 591,  false = 409   mean error = 123.360017
+ epoch 1592: correct = 591,  false = 409   mean error = 123.358265
+ epoch 1593: correct = 592,  false = 408   mean error = 123.356515
+ epoch 1594: correct = 592,  false = 408   mean error = 123.354766
+ epoch 1595: correct = 592,  false = 408   mean error = 123.353019
+ epoch 1596: correct = 592,  false = 408   mean error = 123.351273
+ epoch 1597: correct = 592,  false = 408   mean error = 123.349529
+ epoch 1598: correct = 592,  false = 408   mean error = 123.347786
+ epoch 1599: correct = 592,  false = 408   mean error = 123.346044
+ epoch 1600: correct = 592,  false = 408   mean error = 123.344304
+ epoch 1601: correct = 592,  false = 408   mean error = 123.342565
+ epoch 1602: correct = 593,  false = 407   mean error = 123.340827
+ epoch 1603: correct = 593,  false = 407   mean error = 123.339091
+ epoch 1604: correct = 593,  false = 407   mean error = 123.337357
+ epoch 1605: correct = 593,  false = 407   mean error = 123.335623
+ epoch 1606: correct = 593,  false = 407   mean error = 123.333892
+ epoch 1607: correct = 593,  false = 407   mean error = 123.332161
+ epoch 1608: correct = 593,  false = 407   mean error = 123.330432
+ epoch 1609: correct = 593,  false = 407   mean error = 123.328704
+ epoch 1610: correct = 593,  false = 407   mean error = 123.326978
+ epoch 1611: correct = 593,  false = 407   mean error = 123.325253
+ epoch 1612: correct = 593,  false = 407   mean error = 123.323529
+ epoch 1613: correct = 593,  false = 407   mean error = 123.321807
+ epoch 1614: correct = 592,  false = 408   mean error = 123.320086
+ epoch 1615: correct = 592,  false = 408   mean error = 123.318366
+ epoch 1616: correct = 592,  false = 408   mean error = 123.316648
+ epoch 1617: correct = 592,  false = 408   mean error = 123.314931
+ epoch 1618: correct = 592,  false = 408   mean error = 123.313215
+ epoch 1619: correct = 592,  false = 408   mean error = 123.311501
+ epoch 1620: correct = 592,  false = 408   mean error = 123.309789
+ epoch 1621: correct = 592,  false = 408   mean error = 123.308077
+ epoch 1622: correct = 592,  false = 408   mean error = 123.306367
+ epoch 1623: correct = 592,  false = 408   mean error = 123.304658
+ epoch 1624: correct = 592,  false = 408   mean error = 123.302951
+ epoch 1625: correct = 592,  false = 408   mean error = 123.301245
+ epoch 1626: correct = 592,  false = 408   mean error = 123.299540
+ epoch 1627: correct = 592,  false = 408   mean error = 123.297836
+ epoch 1628: correct = 592,  false = 408   mean error = 123.296134
+ epoch 1629: correct = 592,  false = 408   mean error = 123.294433
+ epoch 1630: correct = 593,  false = 407   mean error = 123.292734
+ epoch 1631: correct = 594,  false = 406   mean error = 123.291036
+ epoch 1632: correct = 594,  false = 406   mean error = 123.289339
+ epoch 1633: correct = 594,  false = 406   mean error = 123.287643
+ epoch 1634: correct = 594,  false = 406   mean error = 123.285949
+ epoch 1635: correct = 594,  false = 406   mean error = 123.284256
+ epoch 1636: correct = 594,  false = 406   mean error = 123.282565
+ epoch 1637: correct = 594,  false = 406   mean error = 123.280874
+ epoch 1638: correct = 594,  false = 406   mean error = 123.279185
+ epoch 1639: correct = 594,  false = 406   mean error = 123.277498
+ epoch 1640: correct = 594,  false = 406   mean error = 123.275811
+ epoch 1641: correct = 594,  false = 406   mean error = 123.274126
+ epoch 1642: correct = 594,  false = 406   mean error = 123.272443
+ epoch 1643: correct = 594,  false = 406   mean error = 123.270760
+ epoch 1644: correct = 594,  false = 406   mean error = 123.269079
+ epoch 1645: correct = 594,  false = 406   mean error = 123.267399
+ epoch 1646: correct = 594,  false = 406   mean error = 123.265720
+ epoch 1647: correct = 594,  false = 406   mean error = 123.264043
+ epoch 1648: correct = 594,  false = 406   mean error = 123.262367
+ epoch 1649: correct = 594,  false = 406   mean error = 123.260692
+ epoch 1650: correct = 594,  false = 406   mean error = 123.259019
+ epoch 1651: correct = 594,  false = 406   mean error = 123.257347
+ epoch 1652: correct = 594,  false = 406   mean error = 123.255676
+ epoch 1653: correct = 594,  false = 406   mean error = 123.254006
+ epoch 1654: correct = 594,  false = 406   mean error = 123.252338
+ epoch 1655: correct = 594,  false = 406   mean error = 123.250671
+ epoch 1656: correct = 594,  false = 406   mean error = 123.249005
+ epoch 1657: correct = 594,  false = 406   mean error = 123.247341
+ epoch 1658: correct = 594,  false = 406   mean error = 123.245677
+ epoch 1659: correct = 594,  false = 406   mean error = 123.244015
+ epoch 1660: correct = 594,  false = 406   mean error = 123.242355
+ epoch 1661: correct = 594,  false = 406   mean error = 123.240695
+ epoch 1662: correct = 594,  false = 406   mean error = 123.239037
+ epoch 1663: correct = 594,  false = 406   mean error = 123.237380
+ epoch 1664: correct = 594,  false = 406   mean error = 123.235724
+ epoch 1665: correct = 594,  false = 406   mean error = 123.234070
+ epoch 1666: correct = 594,  false = 406   mean error = 123.232417
+ epoch 1667: correct = 594,  false = 406   mean error = 123.230765
+ epoch 1668: correct = 595,  false = 405   mean error = 123.229114
+ epoch 1669: correct = 595,  false = 405   mean error = 123.227464
+ epoch 1670: correct = 595,  false = 405   mean error = 123.225816
+ epoch 1671: correct = 595,  false = 405   mean error = 123.224169
+ epoch 1672: correct = 595,  false = 405   mean error = 123.222524
+ epoch 1673: correct = 595,  false = 405   mean error = 123.220879
+ epoch 1674: correct = 595,  false = 405   mean error = 123.219236
+ epoch 1675: correct = 595,  false = 405   mean error = 123.217594
+ epoch 1676: correct = 595,  false = 405   mean error = 123.215953
+ epoch 1677: correct = 595,  false = 405   mean error = 123.214314
+ epoch 1678: correct = 595,  false = 405   mean error = 123.212675
+ epoch 1679: correct = 595,  false = 405   mean error = 123.211038
+ epoch 1680: correct = 595,  false = 405   mean error = 123.209402
+ epoch 1681: correct = 595,  false = 405   mean error = 123.207768
+ epoch 1682: correct = 595,  false = 405   mean error = 123.206134
+ epoch 1683: correct = 595,  false = 405   mean error = 123.204502
+ epoch 1684: correct = 595,  false = 405   mean error = 123.202871
+ epoch 1685: correct = 594,  false = 406   mean error = 123.201242
+ epoch 1686: correct = 594,  false = 406   mean error = 123.199613
+ epoch 1687: correct = 594,  false = 406   mean error = 123.197986
+ epoch 1688: correct = 594,  false = 406   mean error = 123.196360
+ epoch 1689: correct = 594,  false = 406   mean error = 123.194735
+ epoch 1690: correct = 594,  false = 406   mean error = 123.193111
+ epoch 1691: correct = 594,  false = 406   mean error = 123.191489
+ epoch 1692: correct = 594,  false = 406   mean error = 123.189868
+ epoch 1693: correct = 594,  false = 406   mean error = 123.188248
+ epoch 1694: correct = 594,  false = 406   mean error = 123.186629
+ epoch 1695: correct = 594,  false = 406   mean error = 123.185012
+ epoch 1696: correct = 594,  false = 406   mean error = 123.183395
+ epoch 1697: correct = 595,  false = 405   mean error = 123.181780
+ epoch 1698: correct = 595,  false = 405   mean error = 123.180166
+ epoch 1699: correct = 595,  false = 405   mean error = 123.178553
+ epoch 1700: correct = 596,  false = 404   mean error = 123.176942
+ epoch 1701: correct = 596,  false = 404   mean error = 123.175331
+ epoch 1702: correct = 596,  false = 404   mean error = 123.173722
+ epoch 1703: correct = 596,  false = 404   mean error = 123.172114
+ epoch 1704: correct = 596,  false = 404   mean error = 123.170508
+ epoch 1705: correct = 596,  false = 404   mean error = 123.168902
+ epoch 1706: correct = 596,  false = 404   mean error = 123.167298
+ epoch 1707: correct = 596,  false = 404   mean error = 123.165695
+ epoch 1708: correct = 596,  false = 404   mean error = 123.164093
+ epoch 1709: correct = 596,  false = 404   mean error = 123.162492
+ epoch 1710: correct = 596,  false = 404   mean error = 123.160892
+ epoch 1711: correct = 596,  false = 404   mean error = 123.159294
+ epoch 1712: correct = 596,  false = 404   mean error = 123.157697
+ epoch 1713: correct = 596,  false = 404   mean error = 123.156101
+ epoch 1714: correct = 596,  false = 404   mean error = 123.154506
+ epoch 1715: correct = 596,  false = 404   mean error = 123.152912
+ epoch 1716: correct = 595,  false = 405   mean error = 123.151320
+ epoch 1717: correct = 595,  false = 405   mean error = 123.149728
+ epoch 1718: correct = 595,  false = 405   mean error = 123.148138
+ epoch 1719: correct = 595,  false = 405   mean error = 123.146549
+ epoch 1720: correct = 595,  false = 405   mean error = 123.144962
+ epoch 1721: correct = 595,  false = 405   mean error = 123.143375
+ epoch 1722: correct = 595,  false = 405   mean error = 123.141790
+ epoch 1723: correct = 595,  false = 405   mean error = 123.140205
+ epoch 1724: correct = 595,  false = 405   mean error = 123.138622
+ epoch 1725: correct = 595,  false = 405   mean error = 123.137040
+ epoch 1726: correct = 595,  false = 405   mean error = 123.135460
+ epoch 1727: correct = 595,  false = 405   mean error = 123.133880
+ epoch 1728: correct = 595,  false = 405   mean error = 123.132302
+ epoch 1729: correct = 595,  false = 405   mean error = 123.130725
+ epoch 1730: correct = 595,  false = 405   mean error = 123.129149
+ epoch 1731: correct = 595,  false = 405   mean error = 123.127574
+ epoch 1732: correct = 595,  false = 405   mean error = 123.126000
+ epoch 1733: correct = 595,  false = 405   mean error = 123.124427
+ epoch 1734: correct = 595,  false = 405   mean error = 123.122856
+ epoch 1735: correct = 595,  false = 405   mean error = 123.121286
+ epoch 1736: correct = 595,  false = 405   mean error = 123.119717
+ epoch 1737: correct = 595,  false = 405   mean error = 123.118149
+ epoch 1738: correct = 595,  false = 405   mean error = 123.116582
+ epoch 1739: correct = 595,  false = 405   mean error = 123.115016
+ epoch 1740: correct = 595,  false = 405   mean error = 123.113452
+ epoch 1741: correct = 595,  false = 405   mean error = 123.111889
+ epoch 1742: correct = 595,  false = 405   mean error = 123.110327
+ epoch 1743: correct = 595,  false = 405   mean error = 123.108766
+ epoch 1744: correct = 595,  false = 405   mean error = 123.107206
+ epoch 1745: correct = 595,  false = 405   mean error = 123.105647
+ epoch 1746: correct = 595,  false = 405   mean error = 123.104090
+ epoch 1747: correct = 595,  false = 405   mean error = 123.102533
+ epoch 1748: correct = 595,  false = 405   mean error = 123.100978
+ epoch 1749: correct = 595,  false = 405   mean error = 123.099424
+ epoch 1750: correct = 594,  false = 406   mean error = 123.097871
+ epoch 1751: correct = 594,  false = 406   mean error = 123.096319
+ epoch 1752: correct = 594,  false = 406   mean error = 123.094769
+ epoch 1753: correct = 594,  false = 406   mean error = 123.093219
+ epoch 1754: correct = 594,  false = 406   mean error = 123.091671
+ epoch 1755: correct = 594,  false = 406   mean error = 123.090124
+ epoch 1756: correct = 594,  false = 406   mean error = 123.088578
+ epoch 1757: correct = 594,  false = 406   mean error = 123.087033
+ epoch 1758: correct = 594,  false = 406   mean error = 123.085489
+ epoch 1759: correct = 594,  false = 406   mean error = 123.083946
+ epoch 1760: correct = 594,  false = 406   mean error = 123.082405
+ epoch 1761: correct = 594,  false = 406   mean error = 123.080865
+ epoch 1762: correct = 595,  false = 405   mean error = 123.079325
+ epoch 1763: correct = 595,  false = 405   mean error = 123.077787
+ epoch 1764: correct = 595,  false = 405   mean error = 123.076250
+ epoch 1765: correct = 595,  false = 405   mean error = 123.074715
+ epoch 1766: correct = 595,  false = 405   mean error = 123.073180
+ epoch 1767: correct = 595,  false = 405   mean error = 123.071646
+ epoch 1768: correct = 595,  false = 405   mean error = 123.070114
+ epoch 1769: correct = 595,  false = 405   mean error = 123.068583
+ epoch 1770: correct = 595,  false = 405   mean error = 123.067053
+ epoch 1771: correct = 596,  false = 404   mean error = 123.065524
+ epoch 1772: correct = 596,  false = 404   mean error = 123.063996
+ epoch 1773: correct = 596,  false = 404   mean error = 123.062469
+ epoch 1774: correct = 596,  false = 404   mean error = 123.060943
+ epoch 1775: correct = 596,  false = 404   mean error = 123.059419
+ epoch 1776: correct = 596,  false = 404   mean error = 123.057895
+ epoch 1777: correct = 596,  false = 404   mean error = 123.056373
+ epoch 1778: correct = 596,  false = 404   mean error = 123.054852
+ epoch 1779: correct = 597,  false = 403   mean error = 123.053332
+ epoch 1780: correct = 597,  false = 403   mean error = 123.051813
+ epoch 1781: correct = 597,  false = 403   mean error = 123.050295
+ epoch 1782: correct = 597,  false = 403   mean error = 123.048779
+ epoch 1783: correct = 597,  false = 403   mean error = 123.047263
+ epoch 1784: correct = 597,  false = 403   mean error = 123.045749
+ epoch 1785: correct = 597,  false = 403   mean error = 123.044236
+ epoch 1786: correct = 597,  false = 403   mean error = 123.042723
+ epoch 1787: correct = 597,  false = 403   mean error = 123.041212
+ epoch 1788: correct = 597,  false = 403   mean error = 123.039702
+ epoch 1789: correct = 598,  false = 402   mean error = 123.038194
+ epoch 1790: correct = 598,  false = 402   mean error = 123.036686
+ epoch 1791: correct = 598,  false = 402   mean error = 123.035179
+ epoch 1792: correct = 598,  false = 402   mean error = 123.033674
+ epoch 1793: correct = 598,  false = 402   mean error = 123.032170
+ epoch 1794: correct = 598,  false = 402   mean error = 123.030666
+ epoch 1795: correct = 598,  false = 402   mean error = 123.029164
+ epoch 1796: correct = 598,  false = 402   mean error = 123.027663
+ epoch 1797: correct = 597,  false = 403   mean error = 123.026163
+ epoch 1798: correct = 597,  false = 403   mean error = 123.024664
+ epoch 1799: correct = 597,  false = 403   mean error = 123.023167
+ epoch 1800: correct = 597,  false = 403   mean error = 123.021670
+ epoch 1801: correct = 597,  false = 403   mean error = 123.020175
+ epoch 1802: correct = 597,  false = 403   mean error = 123.018680
+ epoch 1803: correct = 597,  false = 403   mean error = 123.017187
+ epoch 1804: correct = 597,  false = 403   mean error = 123.015695
+ epoch 1805: correct = 597,  false = 403   mean error = 123.014204
+ epoch 1806: correct = 597,  false = 403   mean error = 123.012714
+ epoch 1807: correct = 597,  false = 403   mean error = 123.011225
+ epoch 1808: correct = 597,  false = 403   mean error = 123.009737
+ epoch 1809: correct = 596,  false = 404   mean error = 123.008251
+ epoch 1810: correct = 596,  false = 404   mean error = 123.006765
+ epoch 1811: correct = 596,  false = 404   mean error = 123.005281
+ epoch 1812: correct = 596,  false = 404   mean error = 123.003798
+ epoch 1813: correct = 596,  false = 404   mean error = 123.002315
+ epoch 1814: correct = 596,  false = 404   mean error = 123.000834
+ epoch 1815: correct = 596,  false = 404   mean error = 122.999354
+ epoch 1816: correct = 595,  false = 405   mean error = 122.997875
+ epoch 1817: correct = 595,  false = 405   mean error = 122.996397
+ epoch 1818: correct = 595,  false = 405   mean error = 122.994921
+ epoch 1819: correct = 595,  false = 405   mean error = 122.993445
+ epoch 1820: correct = 595,  false = 405   mean error = 122.991971
+ epoch 1821: correct = 595,  false = 405   mean error = 122.990497
+ epoch 1822: correct = 595,  false = 405   mean error = 122.989025
+ epoch 1823: correct = 595,  false = 405   mean error = 122.987554
+ epoch 1824: correct = 595,  false = 405   mean error = 122.986083
+ epoch 1825: correct = 595,  false = 405   mean error = 122.984614
+ epoch 1826: correct = 595,  false = 405   mean error = 122.983146
+ epoch 1827: correct = 595,  false = 405   mean error = 122.981680
+ epoch 1828: correct = 595,  false = 405   mean error = 122.980214
+ epoch 1829: correct = 595,  false = 405   mean error = 122.978749
+ epoch 1830: correct = 595,  false = 405   mean error = 122.977285
+ epoch 1831: correct = 595,  false = 405   mean error = 122.975823
+ epoch 1832: correct = 595,  false = 405   mean error = 122.974362
+ epoch 1833: correct = 595,  false = 405   mean error = 122.972901
+ epoch 1834: correct = 595,  false = 405   mean error = 122.971442
+ epoch 1835: correct = 595,  false = 405   mean error = 122.969984
+ epoch 1836: correct = 595,  false = 405   mean error = 122.968527
+ epoch 1837: correct = 595,  false = 405   mean error = 122.967071
+ epoch 1838: correct = 595,  false = 405   mean error = 122.965616
+ epoch 1839: correct = 595,  false = 405   mean error = 122.964162
+ epoch 1840: correct = 595,  false = 405   mean error = 122.962709
+ epoch 1841: correct = 595,  false = 405   mean error = 122.961258
+ epoch 1842: correct = 595,  false = 405   mean error = 122.959807
+ epoch 1843: correct = 595,  false = 405   mean error = 122.958357
+ epoch 1844: correct = 595,  false = 405   mean error = 122.956909
+ epoch 1845: correct = 595,  false = 405   mean error = 122.955462
+ epoch 1846: correct = 594,  false = 406   mean error = 122.954016
+ epoch 1847: correct = 594,  false = 406   mean error = 122.952570
+ epoch 1848: correct = 593,  false = 407   mean error = 122.951126
+ epoch 1849: correct = 593,  false = 407   mean error = 122.949683
+ epoch 1850: correct = 593,  false = 407   mean error = 122.948241
+ epoch 1851: correct = 593,  false = 407   mean error = 122.946800
+ epoch 1852: correct = 593,  false = 407   mean error = 122.945361
+ epoch 1853: correct = 593,  false = 407   mean error = 122.943922
+ epoch 1854: correct = 593,  false = 407   mean error = 122.942484
+ epoch 1855: correct = 593,  false = 407   mean error = 122.941048
+ epoch 1856: correct = 593,  false = 407   mean error = 122.939612
+ epoch 1857: correct = 593,  false = 407   mean error = 122.938178
+ epoch 1858: correct = 593,  false = 407   mean error = 122.936745
+ epoch 1859: correct = 593,  false = 407   mean error = 122.935312
+ epoch 1860: correct = 593,  false = 407   mean error = 122.933881
+ epoch 1861: correct = 593,  false = 407   mean error = 122.932451
+ epoch 1862: correct = 593,  false = 407   mean error = 122.931022
+ epoch 1863: correct = 593,  false = 407   mean error = 122.929594
+ epoch 1864: correct = 593,  false = 407   mean error = 122.928167
+ epoch 1865: correct = 593,  false = 407   mean error = 122.926741
+ epoch 1866: correct = 593,  false = 407   mean error = 122.925317
+ epoch 1867: correct = 593,  false = 407   mean error = 122.923893
+ epoch 1868: correct = 593,  false = 407   mean error = 122.922470
+ epoch 1869: correct = 593,  false = 407   mean error = 122.921049
+ epoch 1870: correct = 592,  false = 408   mean error = 122.919628
+ epoch 1871: correct = 591,  false = 409   mean error = 122.918209
+ epoch 1872: correct = 591,  false = 409   mean error = 122.916791
+ epoch 1873: correct = 591,  false = 409   mean error = 122.915373
+ epoch 1874: correct = 591,  false = 409   mean error = 122.913957
+ epoch 1875: correct = 591,  false = 409   mean error = 122.912542
+ epoch 1876: correct = 591,  false = 409   mean error = 122.911128
+ epoch 1877: correct = 591,  false = 409   mean error = 122.909715
+ epoch 1878: correct = 591,  false = 409   mean error = 122.908303
+ epoch 1879: correct = 591,  false = 409   mean error = 122.906892
+ epoch 1880: correct = 591,  false = 409   mean error = 122.905482
+ epoch 1881: correct = 591,  false = 409   mean error = 122.904073
+ epoch 1882: correct = 591,  false = 409   mean error = 122.902666
+ epoch 1883: correct = 591,  false = 409   mean error = 122.901259
+ epoch 1884: correct = 591,  false = 409   mean error = 122.899853
+ epoch 1885: correct = 591,  false = 409   mean error = 122.898449
+ epoch 1886: correct = 591,  false = 409   mean error = 122.897045
+ epoch 1887: correct = 591,  false = 409   mean error = 122.895643
+ epoch 1888: correct = 591,  false = 409   mean error = 122.894242
+ epoch 1889: correct = 591,  false = 409   mean error = 122.892841
+ epoch 1890: correct = 591,  false = 409   mean error = 122.891442
+ epoch 1891: correct = 591,  false = 409   mean error = 122.890044
+ epoch 1892: correct = 591,  false = 409   mean error = 122.888647
+ epoch 1893: correct = 591,  false = 409   mean error = 122.887251
+ epoch 1894: correct = 591,  false = 409   mean error = 122.885855
+ epoch 1895: correct = 591,  false = 409   mean error = 122.884461
+ epoch 1896: correct = 591,  false = 409   mean error = 122.883069
+ epoch 1897: correct = 591,  false = 409   mean error = 122.881677
+ epoch 1898: correct = 591,  false = 409   mean error = 122.880286
+ epoch 1899: correct = 591,  false = 409   mean error = 122.878896
+ epoch 1900: correct = 591,  false = 409   mean error = 122.877507
+ epoch 1901: correct = 591,  false = 409   mean error = 122.876120
+ epoch 1902: correct = 591,  false = 409   mean error = 122.874733
+ epoch 1903: correct = 591,  false = 409   mean error = 122.873347
+ epoch 1904: correct = 591,  false = 409   mean error = 122.871963
+ epoch 1905: correct = 591,  false = 409   mean error = 122.870579
+ epoch 1906: correct = 591,  false = 409   mean error = 122.869197
+ epoch 1907: correct = 591,  false = 409   mean error = 122.867816
+ epoch 1908: correct = 591,  false = 409   mean error = 122.866435
+ epoch 1909: correct = 591,  false = 409   mean error = 122.865056
+ epoch 1910: correct = 591,  false = 409   mean error = 122.863678
+ epoch 1911: correct = 591,  false = 409   mean error = 122.862301
+ epoch 1912: correct = 591,  false = 409   mean error = 122.860924
+ epoch 1913: correct = 591,  false = 409   mean error = 122.859549
+ epoch 1914: correct = 591,  false = 409   mean error = 122.858175
+ epoch 1915: correct = 591,  false = 409   mean error = 122.856802
+ epoch 1916: correct = 591,  false = 409   mean error = 122.855430
+ epoch 1917: correct = 591,  false = 409   mean error = 122.854059
+ epoch 1918: correct = 591,  false = 409   mean error = 122.852689
+ epoch 1919: correct = 591,  false = 409   mean error = 122.851320
+ epoch 1920: correct = 591,  false = 409   mean error = 122.849953
+ epoch 1921: correct = 591,  false = 409   mean error = 122.848586
+ epoch 1922: correct = 591,  false = 409   mean error = 122.847220
+ epoch 1923: correct = 591,  false = 409   mean error = 122.845855
+ epoch 1924: correct = 591,  false = 409   mean error = 122.844492
+ epoch 1925: correct = 591,  false = 409   mean error = 122.843129
+ epoch 1926: correct = 591,  false = 409   mean error = 122.841767
+ epoch 1927: correct = 591,  false = 409   mean error = 122.840407
+ epoch 1928: correct = 591,  false = 409   mean error = 122.839047
+ epoch 1929: correct = 591,  false = 409   mean error = 122.837689
+ epoch 1930: correct = 591,  false = 409   mean error = 122.836331
+ epoch 1931: correct = 591,  false = 409   mean error = 122.834975
+ epoch 1932: correct = 591,  false = 409   mean error = 122.833620
+ epoch 1933: correct = 591,  false = 409   mean error = 122.832265
+ epoch 1934: correct = 591,  false = 409   mean error = 122.830912
+ epoch 1935: correct = 591,  false = 409   mean error = 122.829560
+ epoch 1936: correct = 591,  false = 409   mean error = 122.828208
+ epoch 1937: correct = 591,  false = 409   mean error = 122.826858
+ epoch 1938: correct = 591,  false = 409   mean error = 122.825509
+ epoch 1939: correct = 591,  false = 409   mean error = 122.824161
+ epoch 1940: correct = 591,  false = 409   mean error = 122.822813
+ epoch 1941: correct = 591,  false = 409   mean error = 122.821467
+ epoch 1942: correct = 591,  false = 409   mean error = 122.820122
+ epoch 1943: correct = 591,  false = 409   mean error = 122.818778
+ epoch 1944: correct = 592,  false = 408   mean error = 122.817435
+ epoch 1945: correct = 591,  false = 409   mean error = 122.816093
+ epoch 1946: correct = 591,  false = 409   mean error = 122.814752
+ epoch 1947: correct = 591,  false = 409   mean error = 122.813412
+ epoch 1948: correct = 591,  false = 409   mean error = 122.812073
+ epoch 1949: correct = 591,  false = 409   mean error = 122.810735
+ epoch 1950: correct = 591,  false = 409   mean error = 122.809398
+ epoch 1951: correct = 591,  false = 409   mean error = 122.808062
+ epoch 1952: correct = 591,  false = 409   mean error = 122.806728
+ epoch 1953: correct = 591,  false = 409   mean error = 122.805394
+ epoch 1954: correct = 591,  false = 409   mean error = 122.804061
+ epoch 1955: correct = 591,  false = 409   mean error = 122.802729
+ epoch 1956: correct = 591,  false = 409   mean error = 122.801398
+ epoch 1957: correct = 591,  false = 409   mean error = 122.800069
+ epoch 1958: correct = 591,  false = 409   mean error = 122.798740
+ epoch 1959: correct = 592,  false = 408   mean error = 122.797412
+ epoch 1960: correct = 592,  false = 408   mean error = 122.796085
+ epoch 1961: correct = 592,  false = 408   mean error = 122.794760
+ epoch 1962: correct = 592,  false = 408   mean error = 122.793435
+ epoch 1963: correct = 592,  false = 408   mean error = 122.792111
+ epoch 1964: correct = 592,  false = 408   mean error = 122.790789
+ epoch 1965: correct = 592,  false = 408   mean error = 122.789467
+ epoch 1966: correct = 592,  false = 408   mean error = 122.788146
+ epoch 1967: correct = 592,  false = 408   mean error = 122.786827
+ epoch 1968: correct = 592,  false = 408   mean error = 122.785508
+ epoch 1969: correct = 592,  false = 408   mean error = 122.784191
+ epoch 1970: correct = 591,  false = 409   mean error = 122.782874
+ epoch 1971: correct = 591,  false = 409   mean error = 122.781558
+ epoch 1972: correct = 591,  false = 409   mean error = 122.780244
+ epoch 1973: correct = 591,  false = 409   mean error = 122.778930
+ epoch 1974: correct = 591,  false = 409   mean error = 122.777618
+ epoch 1975: correct = 592,  false = 408   mean error = 122.776306
+ epoch 1976: correct = 592,  false = 408   mean error = 122.774996
+ epoch 1977: correct = 592,  false = 408   mean error = 122.773686
+ epoch 1978: correct = 592,  false = 408   mean error = 122.772378
+ epoch 1979: correct = 592,  false = 408   mean error = 122.771070
+ epoch 1980: correct = 592,  false = 408   mean error = 122.769764
+ epoch 1981: correct = 592,  false = 408   mean error = 122.768458
+ epoch 1982: correct = 592,  false = 408   mean error = 122.767154
+ epoch 1983: correct = 592,  false = 408   mean error = 122.765850
+ epoch 1984: correct = 592,  false = 408   mean error = 122.764548
+ epoch 1985: correct = 592,  false = 408   mean error = 122.763246
+ epoch 1986: correct = 592,  false = 408   mean error = 122.761946
+ epoch 1987: correct = 592,  false = 408   mean error = 122.760646
+ epoch 1988: correct = 592,  false = 408   mean error = 122.759348
+ epoch 1989: correct = 592,  false = 408   mean error = 122.758050
+ epoch 1990: correct = 592,  false = 408   mean error = 122.756754
+ epoch 1991: correct = 592,  false = 408   mean error = 122.755458
+ epoch 1992: correct = 592,  false = 408   mean error = 122.754164
+ epoch 1993: correct = 592,  false = 408   mean error = 122.752870
+ epoch 1994: correct = 592,  false = 408   mean error = 122.751578
+ epoch 1995: correct = 592,  false = 408   mean error = 122.750286
+ epoch 1996: correct = 592,  false = 408   mean error = 122.748996
+ epoch 1997: correct = 592,  false = 408   mean error = 122.747706
+ epoch 1998: correct = 592,  false = 408   mean error = 122.746418
+ epoch 1999: correct = 592,  false = 408   mean error = 122.745130
+ epoch 2000: correct = 592,  false = 408   mean error = 122.743843
+ epoch 2001: correct = 592,  false = 408   mean error = 122.742558
+ epoch 2002: correct = 592,  false = 408   mean error = 122.741273
+ epoch 2003: correct = 592,  false = 408   mean error = 122.739990
+ epoch 2004: correct = 592,  false = 408   mean error = 122.738707
+ epoch 2005: correct = 592,  false = 408   mean error = 122.737426
+ epoch 2006: correct = 592,  false = 408   mean error = 122.736145
+ epoch 2007: correct = 592,  false = 408   mean error = 122.734865
+ epoch 2008: correct = 592,  false = 408   mean error = 122.733587
+ epoch 2009: correct = 592,  false = 408   mean error = 122.732309
+ epoch 2010: correct = 592,  false = 408   mean error = 122.731032
+ epoch 2011: correct = 592,  false = 408   mean error = 122.729757
+ epoch 2012: correct = 592,  false = 408   mean error = 122.728482
+ epoch 2013: correct = 592,  false = 408   mean error = 122.727208
+ epoch 2014: correct = 592,  false = 408   mean error = 122.725936
+ epoch 2015: correct = 592,  false = 408   mean error = 122.724664
+ epoch 2016: correct = 592,  false = 408   mean error = 122.723393
+ epoch 2017: correct = 592,  false = 408   mean error = 122.722123
+ epoch 2018: correct = 592,  false = 408   mean error = 122.720855
+ epoch 2019: correct = 592,  false = 408   mean error = 122.719587
+ epoch 2020: correct = 592,  false = 408   mean error = 122.718320
+ epoch 2021: correct = 592,  false = 408   mean error = 122.717054
+ epoch 2022: correct = 592,  false = 408   mean error = 122.715789
+ epoch 2023: correct = 592,  false = 408   mean error = 122.714525
+ epoch 2024: correct = 592,  false = 408   mean error = 122.713262
+ epoch 2025: correct = 592,  false = 408   mean error = 122.712000
+ epoch 2026: correct = 592,  false = 408   mean error = 122.710739
+ epoch 2027: correct = 592,  false = 408   mean error = 122.709479
+ epoch 2028: correct = 592,  false = 408   mean error = 122.708220
+ epoch 2029: correct = 592,  false = 408   mean error = 122.706962
+ epoch 2030: correct = 592,  false = 408   mean error = 122.705705
+ epoch 2031: correct = 592,  false = 408   mean error = 122.704449
+ epoch 2032: correct = 592,  false = 408   mean error = 122.703194
+ epoch 2033: correct = 592,  false = 408   mean error = 122.701940
+ epoch 2034: correct = 592,  false = 408   mean error = 122.700687
+ epoch 2035: correct = 592,  false = 408   mean error = 122.699434
+ epoch 2036: correct = 592,  false = 408   mean error = 122.698183
+ epoch 2037: correct = 592,  false = 408   mean error = 122.696933
+ epoch 2038: correct = 592,  false = 408   mean error = 122.695683
+ epoch 2039: correct = 592,  false = 408   mean error = 122.694435
+ epoch 2040: correct = 592,  false = 408   mean error = 122.693188
+ epoch 2041: correct = 592,  false = 408   mean error = 122.691941
+ epoch 2042: correct = 592,  false = 408   mean error = 122.690696
+ epoch 2043: correct = 592,  false = 408   mean error = 122.689451
+ epoch 2044: correct = 592,  false = 408   mean error = 122.688208
+ epoch 2045: correct = 592,  false = 408   mean error = 122.686965
+ epoch 2046: correct = 592,  false = 408   mean error = 122.685724
+ epoch 2047: correct = 591,  false = 409   mean error = 122.684483
+ epoch 2048: correct = 591,  false = 409   mean error = 122.683243
+ epoch 2049: correct = 591,  false = 409   mean error = 122.682004
+ epoch 2050: correct = 591,  false = 409   mean error = 122.680767
+ epoch 2051: correct = 591,  false = 409   mean error = 122.679530
+ epoch 2052: correct = 591,  false = 409   mean error = 122.678294
+ epoch 2053: correct = 591,  false = 409   mean error = 122.677059
+ epoch 2054: correct = 591,  false = 409   mean error = 122.675825
+ epoch 2055: correct = 592,  false = 408   mean error = 122.674592
+ epoch 2056: correct = 592,  false = 408   mean error = 122.673360
+ epoch 2057: correct = 592,  false = 408   mean error = 122.672129
+ epoch 2058: correct = 592,  false = 408   mean error = 122.670899
+ epoch 2059: correct = 592,  false = 408   mean error = 122.669670
+ epoch 2060: correct = 592,  false = 408   mean error = 122.668442
+ epoch 2061: correct = 592,  false = 408   mean error = 122.667214
+ epoch 2062: correct = 592,  false = 408   mean error = 122.665988
+ epoch 2063: correct = 592,  false = 408   mean error = 122.664763
+ epoch 2064: correct = 592,  false = 408   mean error = 122.663538
+ epoch 2065: correct = 592,  false = 408   mean error = 122.662315
+ epoch 2066: correct = 592,  false = 408   mean error = 122.661092
+ epoch 2067: correct = 592,  false = 408   mean error = 122.659871
+ epoch 2068: correct = 592,  false = 408   mean error = 122.658650
+ epoch 2069: correct = 592,  false = 408   mean error = 122.657430
+ epoch 2070: correct = 592,  false = 408   mean error = 122.656211
+ epoch 2071: correct = 592,  false = 408   mean error = 122.654994
+ epoch 2072: correct = 592,  false = 408   mean error = 122.653777
+ epoch 2073: correct = 592,  false = 408   mean error = 122.652561
+ epoch 2074: correct = 592,  false = 408   mean error = 122.651346
+ epoch 2075: correct = 592,  false = 408   mean error = 122.650132
+ epoch 2076: correct = 592,  false = 408   mean error = 122.648919
+ epoch 2077: correct = 592,  false = 408   mean error = 122.647707
+ epoch 2078: correct = 592,  false = 408   mean error = 122.646495
+ epoch 2079: correct = 592,  false = 408   mean error = 122.645285
+ epoch 2080: correct = 592,  false = 408   mean error = 122.644076
+ epoch 2081: correct = 592,  false = 408   mean error = 122.642867
+ epoch 2082: correct = 592,  false = 408   mean error = 122.641660
+ epoch 2083: correct = 592,  false = 408   mean error = 122.640453
+ epoch 2084: correct = 592,  false = 408   mean error = 122.639248
+ epoch 2085: correct = 592,  false = 408   mean error = 122.638043
+ epoch 2086: correct = 592,  false = 408   mean error = 122.636839
+ epoch 2087: correct = 592,  false = 408   mean error = 122.635637
+ epoch 2088: correct = 592,  false = 408   mean error = 122.634435
+ epoch 2089: correct = 592,  false = 408   mean error = 122.633234
+ epoch 2090: correct = 592,  false = 408   mean error = 122.632034
+ epoch 2091: correct = 592,  false = 408   mean error = 122.630835
+ epoch 2092: correct = 592,  false = 408   mean error = 122.629637
+ epoch 2093: correct = 592,  false = 408   mean error = 122.628440
+ epoch 2094: correct = 592,  false = 408   mean error = 122.627243
+ epoch 2095: correct = 592,  false = 408   mean error = 122.626048
+ epoch 2096: correct = 592,  false = 408   mean error = 122.624853
+ epoch 2097: correct = 592,  false = 408   mean error = 122.623660
+ epoch 2098: correct = 592,  false = 408   mean error = 122.622467
+ epoch 2099: correct = 592,  false = 408   mean error = 122.621276
+ epoch 2100: correct = 592,  false = 408   mean error = 122.620085
+ epoch 2101: correct = 592,  false = 408   mean error = 122.618895
+ epoch 2102: correct = 592,  false = 408   mean error = 122.617706
+ epoch 2103: correct = 592,  false = 408   mean error = 122.616518
+ epoch 2104: correct = 592,  false = 408   mean error = 122.615331
+ epoch 2105: correct = 592,  false = 408   mean error = 122.614145
+ epoch 2106: correct = 592,  false = 408   mean error = 122.612960
+ epoch 2107: correct = 592,  false = 408   mean error = 122.611776
+ epoch 2108: correct = 592,  false = 408   mean error = 122.610592
+ epoch 2109: correct = 592,  false = 408   mean error = 122.609410
+ epoch 2110: correct = 592,  false = 408   mean error = 122.608228
+ epoch 2111: correct = 592,  false = 408   mean error = 122.607048
+ epoch 2112: correct = 592,  false = 408   mean error = 122.605868
+ epoch 2113: correct = 592,  false = 408   mean error = 122.604689
+ epoch 2114: correct = 592,  false = 408   mean error = 122.603511
+ epoch 2115: correct = 592,  false = 408   mean error = 122.602334
+ epoch 2116: correct = 592,  false = 408   mean error = 122.601158
+ epoch 2117: correct = 592,  false = 408   mean error = 122.599983
+ epoch 2118: correct = 592,  false = 408   mean error = 122.598809
+ epoch 2119: correct = 592,  false = 408   mean error = 122.597635
+ epoch 2120: correct = 592,  false = 408   mean error = 122.596463
+ epoch 2121: correct = 592,  false = 408   mean error = 122.595291
+ epoch 2122: correct = 592,  false = 408   mean error = 122.594121
+ epoch 2123: correct = 592,  false = 408   mean error = 122.592951
+ epoch 2124: correct = 592,  false = 408   mean error = 122.591782
+ epoch 2125: correct = 592,  false = 408   mean error = 122.590614
+ epoch 2126: correct = 592,  false = 408   mean error = 122.589447
+ epoch 2127: correct = 592,  false = 408   mean error = 122.588281
+ epoch 2128: correct = 592,  false = 408   mean error = 122.587116
+ epoch 2129: correct = 592,  false = 408   mean error = 122.585952
+ epoch 2130: correct = 592,  false = 408   mean error = 122.584788
+ epoch 2131: correct = 592,  false = 408   mean error = 122.583626
+ epoch 2132: correct = 592,  false = 408   mean error = 122.582464
+ epoch 2133: correct = 593,  false = 407   mean error = 122.581304
+ epoch 2134: correct = 593,  false = 407   mean error = 122.580144
+ epoch 2135: correct = 593,  false = 407   mean error = 122.578985
+ epoch 2136: correct = 593,  false = 407   mean error = 122.577827
+ epoch 2137: correct = 593,  false = 407   mean error = 122.576670
+ epoch 2138: correct = 593,  false = 407   mean error = 122.575514
+ epoch 2139: correct = 593,  false = 407   mean error = 122.574358
+ epoch 2140: correct = 593,  false = 407   mean error = 122.573204
+ epoch 2141: correct = 593,  false = 407   mean error = 122.572050
+ epoch 2142: correct = 593,  false = 407   mean error = 122.570898
+ epoch 2143: correct = 593,  false = 407   mean error = 122.569746
+ epoch 2144: correct = 593,  false = 407   mean error = 122.568595
+ epoch 2145: correct = 593,  false = 407   mean error = 122.567445
+ epoch 2146: correct = 593,  false = 407   mean error = 122.566296
+ epoch 2147: correct = 593,  false = 407   mean error = 122.565148
+ epoch 2148: correct = 593,  false = 407   mean error = 122.564001
+ epoch 2149: correct = 593,  false = 407   mean error = 122.562854
+ epoch 2150: correct = 593,  false = 407   mean error = 122.561709
+ epoch 2151: correct = 593,  false = 407   mean error = 122.560564
+ epoch 2152: correct = 593,  false = 407   mean error = 122.559420
+ epoch 2153: correct = 593,  false = 407   mean error = 122.558277
+ epoch 2154: correct = 593,  false = 407   mean error = 122.557135
+ epoch 2155: correct = 593,  false = 407   mean error = 122.555994
+ epoch 2156: correct = 593,  false = 407   mean error = 122.554854
+ epoch 2157: correct = 593,  false = 407   mean error = 122.553715
+ epoch 2158: correct = 593,  false = 407   mean error = 122.552576
+ epoch 2159: correct = 593,  false = 407   mean error = 122.551438
+ epoch 2160: correct = 593,  false = 407   mean error = 122.550302
+ epoch 2161: correct = 593,  false = 407   mean error = 122.549166
+ epoch 2162: correct = 593,  false = 407   mean error = 122.548031
+ epoch 2163: correct = 593,  false = 407   mean error = 122.546897
+ epoch 2164: correct = 593,  false = 407   mean error = 122.545764
+ epoch 2165: correct = 593,  false = 407   mean error = 122.544631
+ epoch 2166: correct = 593,  false = 407   mean error = 122.543500
+ epoch 2167: correct = 593,  false = 407   mean error = 122.542369
+ epoch 2168: correct = 593,  false = 407   mean error = 122.541239
+ epoch 2169: correct = 593,  false = 407   mean error = 122.540110
+ epoch 2170: correct = 593,  false = 407   mean error = 122.538982
+ epoch 2171: correct = 593,  false = 407   mean error = 122.537855
+ epoch 2172: correct = 593,  false = 407   mean error = 122.536729
+ epoch 2173: correct = 593,  false = 407   mean error = 122.535604
+ epoch 2174: correct = 593,  false = 407   mean error = 122.534479
+ epoch 2175: correct = 593,  false = 407   mean error = 122.533355
+ epoch 2176: correct = 592,  false = 408   mean error = 122.532233
+ epoch 2177: correct = 592,  false = 408   mean error = 122.531111
+ epoch 2178: correct = 592,  false = 408   mean error = 122.529990
+ epoch 2179: correct = 592,  false = 408   mean error = 122.528869
+ epoch 2180: correct = 592,  false = 408   mean error = 122.527750
+ epoch 2181: correct = 592,  false = 408   mean error = 122.526632
+ epoch 2182: correct = 592,  false = 408   mean error = 122.525514
+ epoch 2183: correct = 592,  false = 408   mean error = 122.524397
+ epoch 2184: correct = 592,  false = 408   mean error = 122.523281
+ epoch 2185: correct = 592,  false = 408   mean error = 122.522166
+ epoch 2186: correct = 592,  false = 408   mean error = 122.521052
+ epoch 2187: correct = 592,  false = 408   mean error = 122.519939
+ epoch 2188: correct = 592,  false = 408   mean error = 122.518826
+ epoch 2189: correct = 592,  false = 408   mean error = 122.517715
+ epoch 2190: correct = 592,  false = 408   mean error = 122.516604
+ epoch 2191: correct = 592,  false = 408   mean error = 122.515494
+ epoch 2192: correct = 592,  false = 408   mean error = 122.514385
+ epoch 2193: correct = 592,  false = 408   mean error = 122.513277
+ epoch 2194: correct = 592,  false = 408   mean error = 122.512169
+ epoch 2195: correct = 592,  false = 408   mean error = 122.511063
+ epoch 2196: correct = 592,  false = 408   mean error = 122.509957
+ epoch 2197: correct = 592,  false = 408   mean error = 122.508852
+ epoch 2198: correct = 592,  false = 408   mean error = 122.507748
+ epoch 2199: correct = 592,  false = 408   mean error = 122.506645
+ epoch 2200: correct = 592,  false = 408   mean error = 122.505543
+ epoch 2201: correct = 592,  false = 408   mean error = 122.504441
+ epoch 2202: correct = 592,  false = 408   mean error = 122.503341
+ epoch 2203: correct = 592,  false = 408   mean error = 122.502241
+ epoch 2204: correct = 592,  false = 408   mean error = 122.501142
+ epoch 2205: correct = 592,  false = 408   mean error = 122.500044
+ epoch 2206: correct = 592,  false = 408   mean error = 122.498947
+ epoch 2207: correct = 592,  false = 408   mean error = 122.497850
+ epoch 2208: correct = 592,  false = 408   mean error = 122.496755
+ epoch 2209: correct = 592,  false = 408   mean error = 122.495660
+ epoch 2210: correct = 592,  false = 408   mean error = 122.494566
+ epoch 2211: correct = 592,  false = 408   mean error = 122.493473
+ epoch 2212: correct = 592,  false = 408   mean error = 122.492381
+ epoch 2213: correct = 592,  false = 408   mean error = 122.491290
+ epoch 2214: correct = 592,  false = 408   mean error = 122.490199
+ epoch 2215: correct = 592,  false = 408   mean error = 122.489109
+ epoch 2216: correct = 592,  false = 408   mean error = 122.488020
+ epoch 2217: correct = 592,  false = 408   mean error = 122.486932
+ epoch 2218: correct = 592,  false = 408   mean error = 122.485845
+ epoch 2219: correct = 592,  false = 408   mean error = 122.484759
+ epoch 2220: correct = 592,  false = 408   mean error = 122.483673
+ epoch 2221: correct = 592,  false = 408   mean error = 122.482589
+ epoch 2222: correct = 592,  false = 408   mean error = 122.481505
+ epoch 2223: correct = 592,  false = 408   mean error = 122.480422
+ epoch 2224: correct = 592,  false = 408   mean error = 122.479339
+ epoch 2225: correct = 592,  false = 408   mean error = 122.478258
+ epoch 2226: correct = 592,  false = 408   mean error = 122.477177
+ epoch 2227: correct = 592,  false = 408   mean error = 122.476098
+ epoch 2228: correct = 592,  false = 408   mean error = 122.475019
+ epoch 2229: correct = 592,  false = 408   mean error = 122.473941
+ epoch 2230: correct = 592,  false = 408   mean error = 122.472863
+ epoch 2231: correct = 592,  false = 408   mean error = 122.471787
+ epoch 2232: correct = 592,  false = 408   mean error = 122.470711
+ epoch 2233: correct = 592,  false = 408   mean error = 122.469636
+ epoch 2234: correct = 592,  false = 408   mean error = 122.468562
+ epoch 2235: correct = 592,  false = 408   mean error = 122.467489
+ epoch 2236: correct = 592,  false = 408   mean error = 122.466417
+ epoch 2237: correct = 592,  false = 408   mean error = 122.465345
+ epoch 2238: correct = 592,  false = 408   mean error = 122.464274
+ epoch 2239: correct = 592,  false = 408   mean error = 122.463204
+ epoch 2240: correct = 592,  false = 408   mean error = 122.462135
+ epoch 2241: correct = 592,  false = 408   mean error = 122.461067
+ epoch 2242: correct = 592,  false = 408   mean error = 122.460000
+ epoch 2243: correct = 592,  false = 408   mean error = 122.458933
+ epoch 2244: correct = 592,  false = 408   mean error = 122.457867
+ epoch 2245: correct = 592,  false = 408   mean error = 122.456802
+ epoch 2246: correct = 592,  false = 408   mean error = 122.455738
+ epoch 2247: correct = 592,  false = 408   mean error = 122.454674
+ epoch 2248: correct = 592,  false = 408   mean error = 122.453612
+ epoch 2249: correct = 592,  false = 408   mean error = 122.452550
+ epoch 2250: correct = 592,  false = 408   mean error = 122.451489
+ epoch 2251: correct = 592,  false = 408   mean error = 122.450428
+ epoch 2252: correct = 592,  false = 408   mean error = 122.449369
+ epoch 2253: correct = 592,  false = 408   mean error = 122.448310
+ epoch 2254: correct = 592,  false = 408   mean error = 122.447253
+ epoch 2255: correct = 592,  false = 408   mean error = 122.446196
+ epoch 2256: correct = 592,  false = 408   mean error = 122.445139
+ epoch 2257: correct = 592,  false = 408   mean error = 122.444084
+ epoch 2258: correct = 592,  false = 408   mean error = 122.443029
+ epoch 2259: correct = 592,  false = 408   mean error = 122.441975
+ epoch 2260: correct = 592,  false = 408   mean error = 122.440922
+ epoch 2261: correct = 592,  false = 408   mean error = 122.439870
+ epoch 2262: correct = 592,  false = 408   mean error = 122.438819
+ epoch 2263: correct = 592,  false = 408   mean error = 122.437768
+ epoch 2264: correct = 592,  false = 408   mean error = 122.436718
+ epoch 2265: correct = 592,  false = 408   mean error = 122.435669
+ epoch 2266: correct = 592,  false = 408   mean error = 122.434621
+ epoch 2267: correct = 592,  false = 408   mean error = 122.433574
+ epoch 2268: correct = 592,  false = 408   mean error = 122.432527
+ epoch 2269: correct = 592,  false = 408   mean error = 122.431481
+ epoch 2270: correct = 592,  false = 408   mean error = 122.430436
+ epoch 2271: correct = 592,  false = 408   mean error = 122.429392
+ epoch 2272: correct = 592,  false = 408   mean error = 122.428348
+ epoch 2273: correct = 592,  false = 408   mean error = 122.427305
+ epoch 2274: correct = 592,  false = 408   mean error = 122.426263
+ epoch 2275: correct = 592,  false = 408   mean error = 122.425222
+ epoch 2276: correct = 592,  false = 408   mean error = 122.424182
+ epoch 2277: correct = 592,  false = 408   mean error = 122.423142
+ epoch 2278: correct = 592,  false = 408   mean error = 122.422104
+ epoch 2279: correct = 592,  false = 408   mean error = 122.421066
+ epoch 2280: correct = 593,  false = 407   mean error = 122.420028
+ epoch 2281: correct = 593,  false = 407   mean error = 122.418992
+ epoch 2282: correct = 593,  false = 407   mean error = 122.417956
+ epoch 2283: correct = 593,  false = 407   mean error = 122.416921
+ epoch 2284: correct = 593,  false = 407   mean error = 122.415887
+ epoch 2285: correct = 593,  false = 407   mean error = 122.414854
+ epoch 2286: correct = 593,  false = 407   mean error = 122.413821
+ epoch 2287: correct = 593,  false = 407   mean error = 122.412789
+ epoch 2288: correct = 593,  false = 407   mean error = 122.411758
+ epoch 2289: correct = 593,  false = 407   mean error = 122.410728
+ epoch 2290: correct = 593,  false = 407   mean error = 122.409699
+ epoch 2291: correct = 593,  false = 407   mean error = 122.408670
+ epoch 2292: correct = 593,  false = 407   mean error = 122.407642
+ epoch 2293: correct = 593,  false = 407   mean error = 122.406615
+ epoch 2294: correct = 593,  false = 407   mean error = 122.405589
+ epoch 2295: correct = 593,  false = 407   mean error = 122.404563
+ epoch 2296: correct = 593,  false = 407   mean error = 122.403538
+ epoch 2297: correct = 593,  false = 407   mean error = 122.402514
+ epoch 2298: correct = 593,  false = 407   mean error = 122.401491
+ epoch 2299: correct = 593,  false = 407   mean error = 122.400468
+ epoch 2300: correct = 593,  false = 407   mean error = 122.399446
+ epoch 2301: correct = 593,  false = 407   mean error = 122.398425
+ epoch 2302: correct = 593,  false = 407   mean error = 122.397405
+ epoch 2303: correct = 593,  false = 407   mean error = 122.396386
+ epoch 2304: correct = 593,  false = 407   mean error = 122.395367
+ epoch 2305: correct = 593,  false = 407   mean error = 122.394349
+ epoch 2306: correct = 593,  false = 407   mean error = 122.393332
+ epoch 2307: correct = 593,  false = 407   mean error = 122.392315
+ epoch 2308: correct = 593,  false = 407   mean error = 122.391300
+ epoch 2309: correct = 593,  false = 407   mean error = 122.390285
+ epoch 2310: correct = 593,  false = 407   mean error = 122.389270
+ epoch 2311: correct = 593,  false = 407   mean error = 122.388257
+ epoch 2312: correct = 593,  false = 407   mean error = 122.387244
+ epoch 2313: correct = 593,  false = 407   mean error = 122.386232
+ epoch 2314: correct = 593,  false = 407   mean error = 122.385221
+ epoch 2315: correct = 593,  false = 407   mean error = 122.384211
+ epoch 2316: correct = 593,  false = 407   mean error = 122.383201
+ epoch 2317: correct = 593,  false = 407   mean error = 122.382192
+ epoch 2318: correct = 593,  false = 407   mean error = 122.381184
+ epoch 2319: correct = 593,  false = 407   mean error = 122.380177
+ epoch 2320: correct = 593,  false = 407   mean error = 122.379170
+ epoch 2321: correct = 593,  false = 407   mean error = 122.378164
+ epoch 2322: correct = 593,  false = 407   mean error = 122.377159
+ epoch 2323: correct = 593,  false = 407   mean error = 122.376155
+ epoch 2324: correct = 593,  false = 407   mean error = 122.375151
+ epoch 2325: correct = 593,  false = 407   mean error = 122.374148
+ epoch 2326: correct = 593,  false = 407   mean error = 122.373146
+ epoch 2327: correct = 593,  false = 407   mean error = 122.372145
+ epoch 2328: correct = 593,  false = 407   mean error = 122.371144
+ epoch 2329: correct = 593,  false = 407   mean error = 122.370144
+ epoch 2330: correct = 593,  false = 407   mean error = 122.369145
+ epoch 2331: correct = 593,  false = 407   mean error = 122.368146
+ epoch 2332: correct = 593,  false = 407   mean error = 122.367149
+ epoch 2333: correct = 593,  false = 407   mean error = 122.366152
+ epoch 2334: correct = 593,  false = 407   mean error = 122.365156
+ epoch 2335: correct = 593,  false = 407   mean error = 122.364160
+ epoch 2336: correct = 593,  false = 407   mean error = 122.363165
+ epoch 2337: correct = 593,  false = 407   mean error = 122.362171
+ epoch 2338: correct = 593,  false = 407   mean error = 122.361178
+ epoch 2339: correct = 593,  false = 407   mean error = 122.360185
+ epoch 2340: correct = 593,  false = 407   mean error = 122.359194
+ epoch 2341: correct = 593,  false = 407   mean error = 122.358203
+ epoch 2342: correct = 593,  false = 407   mean error = 122.357212
+ epoch 2343: correct = 593,  false = 407   mean error = 122.356223
+ epoch 2344: correct = 593,  false = 407   mean error = 122.355234
+ epoch 2345: correct = 593,  false = 407   mean error = 122.354246
+ epoch 2346: correct = 593,  false = 407   mean error = 122.353258
+ epoch 2347: correct = 593,  false = 407   mean error = 122.352271
+ epoch 2348: correct = 593,  false = 407   mean error = 122.351285
+ epoch 2349: correct = 593,  false = 407   mean error = 122.350300
+ epoch 2350: correct = 593,  false = 407   mean error = 122.349316
+ epoch 2351: correct = 593,  false = 407   mean error = 122.348332
+ epoch 2352: correct = 593,  false = 407   mean error = 122.347349
+ epoch 2353: correct = 593,  false = 407   mean error = 122.346366
+ epoch 2354: correct = 593,  false = 407   mean error = 122.345385
+ epoch 2355: correct = 593,  false = 407   mean error = 122.344404
+ epoch 2356: correct = 593,  false = 407   mean error = 122.343424
+ epoch 2357: correct = 593,  false = 407   mean error = 122.342444
+ epoch 2358: correct = 593,  false = 407   mean error = 122.341466
+ epoch 2359: correct = 593,  false = 407   mean error = 122.340488
+ epoch 2360: correct = 593,  false = 407   mean error = 122.339510
+ epoch 2361: correct = 593,  false = 407   mean error = 122.338534
+ epoch 2362: correct = 593,  false = 407   mean error = 122.337558
+ epoch 2363: correct = 593,  false = 407   mean error = 122.336583
+ epoch 2364: correct = 593,  false = 407   mean error = 122.335608
+ epoch 2365: correct = 593,  false = 407   mean error = 122.334634
+ epoch 2366: correct = 593,  false = 407   mean error = 122.333661
+ epoch 2367: correct = 593,  false = 407   mean error = 122.332689
+ epoch 2368: correct = 593,  false = 407   mean error = 122.331718
+ epoch 2369: correct = 593,  false = 407   mean error = 122.330747
+ epoch 2370: correct = 593,  false = 407   mean error = 122.329777
+ epoch 2371: correct = 593,  false = 407   mean error = 122.328807
+ epoch 2372: correct = 593,  false = 407   mean error = 122.327838
+ epoch 2373: correct = 593,  false = 407   mean error = 122.326870
+ epoch 2374: correct = 593,  false = 407   mean error = 122.325903
+ epoch 2375: correct = 593,  false = 407   mean error = 122.324936
+ epoch 2376: correct = 593,  false = 407   mean error = 122.323970
+ epoch 2377: correct = 593,  false = 407   mean error = 122.323005
+ epoch 2378: correct = 593,  false = 407   mean error = 122.322041
+ epoch 2379: correct = 593,  false = 407   mean error = 122.321077
+ epoch 2380: correct = 593,  false = 407   mean error = 122.320114
+ epoch 2381: correct = 593,  false = 407   mean error = 122.319151
+ epoch 2382: correct = 593,  false = 407   mean error = 122.318190
+ epoch 2383: correct = 593,  false = 407   mean error = 122.317229
+ epoch 2384: correct = 593,  false = 407   mean error = 122.316269
+ epoch 2385: correct = 593,  false = 407   mean error = 122.315309
+ epoch 2386: correct = 593,  false = 407   mean error = 122.314350
+ epoch 2387: correct = 593,  false = 407   mean error = 122.313392
+ epoch 2388: correct = 593,  false = 407   mean error = 122.312434
+ epoch 2389: correct = 593,  false = 407   mean error = 122.311478
+ epoch 2390: correct = 593,  false = 407   mean error = 122.310521
+ epoch 2391: correct = 593,  false = 407   mean error = 122.309566
+ epoch 2392: correct = 593,  false = 407   mean error = 122.308611
+ epoch 2393: correct = 593,  false = 407   mean error = 122.307657
+ epoch 2394: correct = 593,  false = 407   mean error = 122.306704
+ epoch 2395: correct = 593,  false = 407   mean error = 122.305751
+ epoch 2396: correct = 593,  false = 407   mean error = 122.304799
+ epoch 2397: correct = 593,  false = 407   mean error = 122.303848
+ epoch 2398: correct = 593,  false = 407   mean error = 122.302897
+ epoch 2399: correct = 593,  false = 407   mean error = 122.301948
+ epoch 2400: correct = 593,  false = 407   mean error = 122.300998
+ epoch 2401: correct = 593,  false = 407   mean error = 122.300050
+ epoch 2402: correct = 593,  false = 407   mean error = 122.299102
+ epoch 2403: correct = 593,  false = 407   mean error = 122.298155
+ epoch 2404: correct = 593,  false = 407   mean error = 122.297208
+ epoch 2405: correct = 593,  false = 407   mean error = 122.296263
+ epoch 2406: correct = 593,  false = 407   mean error = 122.295318
+ epoch 2407: correct = 593,  false = 407   mean error = 122.294373
+ epoch 2408: correct = 593,  false = 407   mean error = 122.293429
+ epoch 2409: correct = 593,  false = 407   mean error = 122.292486
+ epoch 2410: correct = 593,  false = 407   mean error = 122.291544
+ epoch 2411: correct = 593,  false = 407   mean error = 122.290602
+ epoch 2412: correct = 593,  false = 407   mean error = 122.289661
+ epoch 2413: correct = 593,  false = 407   mean error = 122.288721
+ epoch 2414: correct = 593,  false = 407   mean error = 122.287781
+ epoch 2415: correct = 593,  false = 407   mean error = 122.286842
+ epoch 2416: correct = 593,  false = 407   mean error = 122.285904
+ epoch 2417: correct = 593,  false = 407   mean error = 122.284966
+ epoch 2418: correct = 593,  false = 407   mean error = 122.284030
+ epoch 2419: correct = 593,  false = 407   mean error = 122.283093
+ epoch 2420: correct = 593,  false = 407   mean error = 122.282158
+ epoch 2421: correct = 593,  false = 407   mean error = 122.281223
+ epoch 2422: correct = 593,  false = 407   mean error = 122.280288
+ epoch 2423: correct = 593,  false = 407   mean error = 122.279355
+ epoch 2424: correct = 593,  false = 407   mean error = 122.278422
+ epoch 2425: correct = 593,  false = 407   mean error = 122.277490
+ epoch 2426: correct = 593,  false = 407   mean error = 122.276558
+ epoch 2427: correct = 593,  false = 407   mean error = 122.275627
+ epoch 2428: correct = 593,  false = 407   mean error = 122.274697
+ epoch 2429: correct = 593,  false = 407   mean error = 122.273767
+ epoch 2430: correct = 593,  false = 407   mean error = 122.272838
+ epoch 2431: correct = 593,  false = 407   mean error = 122.271910
+ epoch 2432: correct = 593,  false = 407   mean error = 122.270983
+ epoch 2433: correct = 593,  false = 407   mean error = 122.270056
+ epoch 2434: correct = 593,  false = 407   mean error = 122.269129
+ epoch 2435: correct = 593,  false = 407   mean error = 122.268204
+ epoch 2436: correct = 593,  false = 407   mean error = 122.267279
+ epoch 2437: correct = 593,  false = 407   mean error = 122.266355
+ epoch 2438: correct = 593,  false = 407   mean error = 122.265431
+ epoch 2439: correct = 593,  false = 407   mean error = 122.264508
+ epoch 2440: correct = 593,  false = 407   mean error = 122.263586
+ epoch 2441: correct = 593,  false = 407   mean error = 122.262664
+ epoch 2442: correct = 593,  false = 407   mean error = 122.261743
+ epoch 2443: correct = 593,  false = 407   mean error = 122.260823
+ epoch 2444: correct = 593,  false = 407   mean error = 122.259903
+ epoch 2445: correct = 593,  false = 407   mean error = 122.258984
+ epoch 2446: correct = 593,  false = 407   mean error = 122.258066
+ epoch 2447: correct = 593,  false = 407   mean error = 122.257148
+ epoch 2448: correct = 593,  false = 407   mean error = 122.256231
+ epoch 2449: correct = 593,  false = 407   mean error = 122.255315
+ epoch 2450: correct = 593,  false = 407   mean error = 122.254399
+ epoch 2451: correct = 593,  false = 407   mean error = 122.253484
+ epoch 2452: correct = 593,  false = 407   mean error = 122.252569
+ epoch 2453: correct = 593,  false = 407   mean error = 122.251655
+ epoch 2454: correct = 593,  false = 407   mean error = 122.250742
+ epoch 2455: correct = 593,  false = 407   mean error = 122.249830
+ epoch 2456: correct = 593,  false = 407   mean error = 122.248918
+ epoch 2457: correct = 593,  false = 407   mean error = 122.248007
+ epoch 2458: correct = 593,  false = 407   mean error = 122.247096
+ epoch 2459: correct = 593,  false = 407   mean error = 122.246186
+ epoch 2460: correct = 593,  false = 407   mean error = 122.245277
+ epoch 2461: correct = 593,  false = 407   mean error = 122.244368
+ epoch 2462: correct = 593,  false = 407   mean error = 122.243460
+ epoch 2463: correct = 593,  false = 407   mean error = 122.242553
+ epoch 2464: correct = 593,  false = 407   mean error = 122.241646
+ epoch 2465: correct = 593,  false = 407   mean error = 122.240740
+ epoch 2466: correct = 593,  false = 407   mean error = 122.239835
+ epoch 2467: correct = 593,  false = 407   mean error = 122.238930
+ epoch 2468: correct = 593,  false = 407   mean error = 122.238026
+ epoch 2469: correct = 593,  false = 407   mean error = 122.237122
+ epoch 2470: correct = 593,  false = 407   mean error = 122.236219
+ epoch 2471: correct = 593,  false = 407   mean error = 122.235317
+ epoch 2472: correct = 593,  false = 407   mean error = 122.234415
+ epoch 2473: correct = 593,  false = 407   mean error = 122.233514
+ epoch 2474: correct = 593,  false = 407   mean error = 122.232614
+ epoch 2475: correct = 593,  false = 407   mean error = 122.231714
+ epoch 2476: correct = 593,  false = 407   mean error = 122.230815
+ epoch 2477: correct = 593,  false = 407   mean error = 122.229917
+ epoch 2478: correct = 593,  false = 407   mean error = 122.229019
+ epoch 2479: correct = 593,  false = 407   mean error = 122.228122
+ epoch 2480: correct = 593,  false = 407   mean error = 122.227225
+ epoch 2481: correct = 593,  false = 407   mean error = 122.226329
+ epoch 2482: correct = 593,  false = 407   mean error = 122.225434
+ epoch 2483: correct = 593,  false = 407   mean error = 122.224539
+ epoch 2484: correct = 593,  false = 407   mean error = 122.223645
+ epoch 2485: correct = 593,  false = 407   mean error = 122.222752
+ epoch 2486: correct = 593,  false = 407   mean error = 122.221859
+ epoch 2487: correct = 593,  false = 407   mean error = 122.220967
+ epoch 2488: correct = 593,  false = 407   mean error = 122.220075
+ epoch 2489: correct = 593,  false = 407   mean error = 122.219184
+ epoch 2490: correct = 593,  false = 407   mean error = 122.218294
+ epoch 2491: correct = 593,  false = 407   mean error = 122.217404
+ epoch 2492: correct = 593,  false = 407   mean error = 122.216515
+ epoch 2493: correct = 592,  false = 408   mean error = 122.215627
+ epoch 2494: correct = 592,  false = 408   mean error = 122.214739
+ epoch 2495: correct = 592,  false = 408   mean error = 122.213852
+ epoch 2496: correct = 592,  false = 408   mean error = 122.212965
+ epoch 2497: correct = 592,  false = 408   mean error = 122.212079
+ epoch 2498: correct = 592,  false = 408   mean error = 122.211194
+ epoch 2499: correct = 592,  false = 408   mean error = 122.210309
+ epoch 2500: correct = 592,  false = 408   mean error = 122.209425
+ epoch 2501: correct = 592,  false = 408   mean error = 122.208542
+ epoch 2502: correct = 592,  false = 408   mean error = 122.207659
+ epoch 2503: correct = 592,  false = 408   mean error = 122.206776
+ epoch 2504: correct = 592,  false = 408   mean error = 122.205895
+ epoch 2505: correct = 592,  false = 408   mean error = 122.205014
+ epoch 2506: correct = 592,  false = 408   mean error = 122.204133
+ epoch 2507: correct = 592,  false = 408   mean error = 122.203253
+ epoch 2508: correct = 592,  false = 408   mean error = 122.202374
+ epoch 2509: correct = 592,  false = 408   mean error = 122.201496
+ epoch 2510: correct = 592,  false = 408   mean error = 122.200618
+ epoch 2511: correct = 592,  false = 408   mean error = 122.199740
+ epoch 2512: correct = 592,  false = 408   mean error = 122.198863
+ epoch 2513: correct = 592,  false = 408   mean error = 122.197987
+ epoch 2514: correct = 592,  false = 408   mean error = 122.197112
+ epoch 2515: correct = 592,  false = 408   mean error = 122.196237
+ epoch 2516: correct = 592,  false = 408   mean error = 122.195362
+ epoch 2517: correct = 592,  false = 408   mean error = 122.194489
+ epoch 2518: correct = 593,  false = 407   mean error = 122.193616
+ epoch 2519: correct = 593,  false = 407   mean error = 122.192743
+ epoch 2520: correct = 593,  false = 407   mean error = 122.191871
+ epoch 2521: correct = 593,  false = 407   mean error = 122.191000
+ epoch 2522: correct = 593,  false = 407   mean error = 122.190129
+ epoch 2523: correct = 593,  false = 407   mean error = 122.189259
+ epoch 2524: correct = 593,  false = 407   mean error = 122.188389
+ epoch 2525: correct = 593,  false = 407   mean error = 122.187520
+ epoch 2526: correct = 593,  false = 407   mean error = 122.186652
+ epoch 2527: correct = 593,  false = 407   mean error = 122.185784
+ epoch 2528: correct = 593,  false = 407   mean error = 122.184917
+ epoch 2529: correct = 593,  false = 407   mean error = 122.184051
+ epoch 2530: correct = 593,  false = 407   mean error = 122.183185
+ epoch 2531: correct = 593,  false = 407   mean error = 122.182319
+ epoch 2532: correct = 593,  false = 407   mean error = 122.181454
+ epoch 2533: correct = 593,  false = 407   mean error = 122.180590
+ epoch 2534: correct = 593,  false = 407   mean error = 122.179727
+ epoch 2535: correct = 593,  false = 407   mean error = 122.178864
+ epoch 2536: correct = 593,  false = 407   mean error = 122.178001
+ epoch 2537: correct = 593,  false = 407   mean error = 122.177140
+ epoch 2538: correct = 593,  false = 407   mean error = 122.176278
+ epoch 2539: correct = 593,  false = 407   mean error = 122.175418
+ epoch 2540: correct = 593,  false = 407   mean error = 122.174558
+ epoch 2541: correct = 593,  false = 407   mean error = 122.173698
+ epoch 2542: correct = 593,  false = 407   mean error = 122.172839
+ epoch 2543: correct = 593,  false = 407   mean error = 122.171981
+ epoch 2544: correct = 593,  false = 407   mean error = 122.171123
+ epoch 2545: correct = 593,  false = 407   mean error = 122.170266
+ epoch 2546: correct = 593,  false = 407   mean error = 122.169410
+ epoch 2547: correct = 593,  false = 407   mean error = 122.168554
+ epoch 2548: correct = 593,  false = 407   mean error = 122.167698
+ epoch 2549: correct = 593,  false = 407   mean error = 122.166844
+ epoch 2550: correct = 593,  false = 407   mean error = 122.165989
+ epoch 2551: correct = 593,  false = 407   mean error = 122.165136
+ epoch 2552: correct = 593,  false = 407   mean error = 122.164283
+ epoch 2553: correct = 593,  false = 407   mean error = 122.163430
+ epoch 2554: correct = 593,  false = 407   mean error = 122.162579
+ epoch 2555: correct = 593,  false = 407   mean error = 122.161727
+ epoch 2556: correct = 593,  false = 407   mean error = 122.160877
+ epoch 2557: correct = 593,  false = 407   mean error = 122.160026
+ epoch 2558: correct = 593,  false = 407   mean error = 122.159177
+ epoch 2559: correct = 593,  false = 407   mean error = 122.158328
+ epoch 2560: correct = 593,  false = 407   mean error = 122.157480
+ epoch 2561: correct = 593,  false = 407   mean error = 122.156632
+ epoch 2562: correct = 593,  false = 407   mean error = 122.155784
+ epoch 2563: correct = 593,  false = 407   mean error = 122.154938
+ epoch 2564: correct = 593,  false = 407   mean error = 122.154092
+ epoch 2565: correct = 593,  false = 407   mean error = 122.153246
+ epoch 2566: correct = 593,  false = 407   mean error = 122.152401
+ epoch 2567: correct = 593,  false = 407   mean error = 122.151557
+ epoch 2568: correct = 593,  false = 407   mean error = 122.150713
+ epoch 2569: correct = 593,  false = 407   mean error = 122.149870
+ epoch 2570: correct = 593,  false = 407   mean error = 122.149027
+ epoch 2571: correct = 593,  false = 407   mean error = 122.148185
+ epoch 2572: correct = 594,  false = 406   mean error = 122.147343
+ epoch 2573: correct = 594,  false = 406   mean error = 122.146502
+ epoch 2574: correct = 594,  false = 406   mean error = 122.145662
+ epoch 2575: correct = 594,  false = 406   mean error = 122.144822
+ epoch 2576: correct = 594,  false = 406   mean error = 122.143983
+ epoch 2577: correct = 594,  false = 406   mean error = 122.143144
+ epoch 2578: correct = 594,  false = 406   mean error = 122.142306
+ epoch 2579: correct = 594,  false = 406   mean error = 122.141469
+ epoch 2580: correct = 594,  false = 406   mean error = 122.140632
+ epoch 2581: correct = 594,  false = 406   mean error = 122.139795
+ epoch 2582: correct = 594,  false = 406   mean error = 122.138959
+ epoch 2583: correct = 594,  false = 406   mean error = 122.138124
+ epoch 2584: correct = 594,  false = 406   mean error = 122.137289
+ epoch 2585: correct = 594,  false = 406   mean error = 122.136455
+ epoch 2586: correct = 594,  false = 406   mean error = 122.135621
+ epoch 2587: correct = 594,  false = 406   mean error = 122.134788
+ epoch 2588: correct = 594,  false = 406   mean error = 122.133956
+ epoch 2589: correct = 594,  false = 406   mean error = 122.133124
+ epoch 2590: correct = 594,  false = 406   mean error = 122.132292
+ epoch 2591: correct = 594,  false = 406   mean error = 122.131461
+ epoch 2592: correct = 594,  false = 406   mean error = 122.130631
+ epoch 2593: correct = 594,  false = 406   mean error = 122.129801
+ epoch 2594: correct = 594,  false = 406   mean error = 122.128972
+ epoch 2595: correct = 594,  false = 406   mean error = 122.128144
+ epoch 2596: correct = 594,  false = 406   mean error = 122.127315
+ epoch 2597: correct = 594,  false = 406   mean error = 122.126488
+ epoch 2598: correct = 594,  false = 406   mean error = 122.125661
+ epoch 2599: correct = 594,  false = 406   mean error = 122.124835
+ epoch 2600: correct = 594,  false = 406   mean error = 122.124009
+ epoch 2601: correct = 594,  false = 406   mean error = 122.123183
+ epoch 2602: correct = 594,  false = 406   mean error = 122.122359
+ epoch 2603: correct = 594,  false = 406   mean error = 122.121534
+ epoch 2604: correct = 594,  false = 406   mean error = 122.120711
+ epoch 2605: correct = 594,  false = 406   mean error = 122.119888
+ epoch 2606: correct = 594,  false = 406   mean error = 122.119065
+ epoch 2607: correct = 594,  false = 406   mean error = 122.118243
+ epoch 2608: correct = 594,  false = 406   mean error = 122.117421
+ epoch 2609: correct = 594,  false = 406   mean error = 122.116601
+ epoch 2610: correct = 594,  false = 406   mean error = 122.115780
+ epoch 2611: correct = 594,  false = 406   mean error = 122.114960
+ epoch 2612: correct = 594,  false = 406   mean error = 122.114141
+ epoch 2613: correct = 594,  false = 406   mean error = 122.113322
+ epoch 2614: correct = 594,  false = 406   mean error = 122.112504
+ epoch 2615: correct = 594,  false = 406   mean error = 122.111686
+ epoch 2616: correct = 594,  false = 406   mean error = 122.110869
+ epoch 2617: correct = 594,  false = 406   mean error = 122.110053
+ epoch 2618: correct = 594,  false = 406   mean error = 122.109236
+ epoch 2619: correct = 594,  false = 406   mean error = 122.108421
+ epoch 2620: correct = 594,  false = 406   mean error = 122.107606
+ epoch 2621: correct = 594,  false = 406   mean error = 122.106792
+ epoch 2622: correct = 594,  false = 406   mean error = 122.105978
+ epoch 2623: correct = 594,  false = 406   mean error = 122.105164
+ epoch 2624: correct = 594,  false = 406   mean error = 122.104351
+ epoch 2625: correct = 594,  false = 406   mean error = 122.103539
+ epoch 2626: correct = 594,  false = 406   mean error = 122.102727
+ epoch 2627: correct = 594,  false = 406   mean error = 122.101916
+ epoch 2628: correct = 594,  false = 406   mean error = 122.101105
+ epoch 2629: correct = 594,  false = 406   mean error = 122.100295
+ epoch 2630: correct = 594,  false = 406   mean error = 122.099486
+ epoch 2631: correct = 594,  false = 406   mean error = 122.098677
+ epoch 2632: correct = 594,  false = 406   mean error = 122.097868
+ epoch 2633: correct = 594,  false = 406   mean error = 122.097060
+ epoch 2634: correct = 594,  false = 406   mean error = 122.096252
+ epoch 2635: correct = 594,  false = 406   mean error = 122.095445
+ epoch 2636: correct = 594,  false = 406   mean error = 122.094639
+ epoch 2637: correct = 594,  false = 406   mean error = 122.093833
+ epoch 2638: correct = 594,  false = 406   mean error = 122.093028
+ epoch 2639: correct = 594,  false = 406   mean error = 122.092223
+ epoch 2640: correct = 594,  false = 406   mean error = 122.091419
+ epoch 2641: correct = 594,  false = 406   mean error = 122.090615
+ epoch 2642: correct = 594,  false = 406   mean error = 122.089811
+ epoch 2643: correct = 594,  false = 406   mean error = 122.089009
+ epoch 2644: correct = 594,  false = 406   mean error = 122.088207
+ epoch 2645: correct = 594,  false = 406   mean error = 122.087405
+ epoch 2646: correct = 594,  false = 406   mean error = 122.086604
+ epoch 2647: correct = 594,  false = 406   mean error = 122.085803
+ epoch 2648: correct = 594,  false = 406   mean error = 122.085003
+ epoch 2649: correct = 594,  false = 406   mean error = 122.084203
+ epoch 2650: correct = 594,  false = 406   mean error = 122.083404
+ epoch 2651: correct = 594,  false = 406   mean error = 122.082606
+ epoch 2652: correct = 594,  false = 406   mean error = 122.081808
+ epoch 2653: correct = 594,  false = 406   mean error = 122.081010
+ epoch 2654: correct = 594,  false = 406   mean error = 122.080213
+ epoch 2655: correct = 594,  false = 406   mean error = 122.079416
+ epoch 2656: correct = 594,  false = 406   mean error = 122.078621
+ epoch 2657: correct = 594,  false = 406   mean error = 122.077825
+ epoch 2658: correct = 594,  false = 406   mean error = 122.077030
+ epoch 2659: correct = 594,  false = 406   mean error = 122.076236
+ epoch 2660: correct = 594,  false = 406   mean error = 122.075442
+ epoch 2661: correct = 594,  false = 406   mean error = 122.074648
+ epoch 2662: correct = 594,  false = 406   mean error = 122.073855
+ epoch 2663: correct = 594,  false = 406   mean error = 122.073063
+ epoch 2664: correct = 594,  false = 406   mean error = 122.072271
+ epoch 2665: correct = 594,  false = 406   mean error = 122.071480
+ epoch 2666: correct = 594,  false = 406   mean error = 122.070689
+ epoch 2667: correct = 594,  false = 406   mean error = 122.069899
+ epoch 2668: correct = 594,  false = 406   mean error = 122.069109
+ epoch 2669: correct = 594,  false = 406   mean error = 122.068320
+ epoch 2670: correct = 594,  false = 406   mean error = 122.067531
+ epoch 2671: correct = 594,  false = 406   mean error = 122.066743
+ epoch 2672: correct = 594,  false = 406   mean error = 122.065955
+ epoch 2673: correct = 594,  false = 406   mean error = 122.065168
+ epoch 2674: correct = 594,  false = 406   mean error = 122.064381
+ epoch 2675: correct = 594,  false = 406   mean error = 122.063595
+ epoch 2676: correct = 594,  false = 406   mean error = 122.062809
+ epoch 2677: correct = 594,  false = 406   mean error = 122.062024
+ epoch 2678: correct = 594,  false = 406   mean error = 122.061239
+ epoch 2679: correct = 594,  false = 406   mean error = 122.060455
+ epoch 2680: correct = 594,  false = 406   mean error = 122.059671
+ epoch 2681: correct = 594,  false = 406   mean error = 122.058888
+ epoch 2682: correct = 594,  false = 406   mean error = 122.058105
+ epoch 2683: correct = 594,  false = 406   mean error = 122.057323
+ epoch 2684: correct = 594,  false = 406   mean error = 122.056541
+ epoch 2685: correct = 594,  false = 406   mean error = 122.055760
+ epoch 2686: correct = 594,  false = 406   mean error = 122.054979
+ epoch 2687: correct = 594,  false = 406   mean error = 122.054199
+ epoch 2688: correct = 594,  false = 406   mean error = 122.053419
+ epoch 2689: correct = 594,  false = 406   mean error = 122.052640
+ epoch 2690: correct = 594,  false = 406   mean error = 122.051861
+ epoch 2691: correct = 594,  false = 406   mean error = 122.051083
+ epoch 2692: correct = 594,  false = 406   mean error = 122.050306
+ epoch 2693: correct = 594,  false = 406   mean error = 122.049528
+ epoch 2694: correct = 594,  false = 406   mean error = 122.048752
+ epoch 2695: correct = 594,  false = 406   mean error = 122.047975
+ epoch 2696: correct = 594,  false = 406   mean error = 122.047200
+ epoch 2697: correct = 594,  false = 406   mean error = 122.046424
+ epoch 2698: correct = 594,  false = 406   mean error = 122.045650
+ epoch 2699: correct = 594,  false = 406   mean error = 122.044876
+ epoch 2700: correct = 594,  false = 406   mean error = 122.044102
+ epoch 2701: correct = 594,  false = 406   mean error = 122.043329
+ epoch 2702: correct = 594,  false = 406   mean error = 122.042556
+ epoch 2703: correct = 594,  false = 406   mean error = 122.041784
+ epoch 2704: correct = 594,  false = 406   mean error = 122.041012
+ epoch 2705: correct = 594,  false = 406   mean error = 122.040240
+ epoch 2706: correct = 594,  false = 406   mean error = 122.039470
+ epoch 2707: correct = 594,  false = 406   mean error = 122.038699
+ epoch 2708: correct = 594,  false = 406   mean error = 122.037930
+ epoch 2709: correct = 594,  false = 406   mean error = 122.037160
+ epoch 2710: correct = 594,  false = 406   mean error = 122.036391
+ epoch 2711: correct = 594,  false = 406   mean error = 122.035623
+ epoch 2712: correct = 594,  false = 406   mean error = 122.034855
+ epoch 2713: correct = 594,  false = 406   mean error = 122.034088
+ epoch 2714: correct = 594,  false = 406   mean error = 122.033321
+ epoch 2715: correct = 594,  false = 406   mean error = 122.032555
+ epoch 2716: correct = 594,  false = 406   mean error = 122.031789
+ epoch 2717: correct = 594,  false = 406   mean error = 122.031023
+ epoch 2718: correct = 594,  false = 406   mean error = 122.030258
+ epoch 2719: correct = 594,  false = 406   mean error = 122.029494
+ epoch 2720: correct = 594,  false = 406   mean error = 122.028730
+ epoch 2721: correct = 594,  false = 406   mean error = 122.027966
+ epoch 2722: correct = 594,  false = 406   mean error = 122.027203
+ epoch 2723: correct = 594,  false = 406   mean error = 122.026441
+ epoch 2724: correct = 594,  false = 406   mean error = 122.025679
+ epoch 2725: correct = 594,  false = 406   mean error = 122.024917
+ epoch 2726: correct = 594,  false = 406   mean error = 122.024156
+ epoch 2727: correct = 594,  false = 406   mean error = 122.023395
+ epoch 2728: correct = 594,  false = 406   mean error = 122.022635
+ epoch 2729: correct = 594,  false = 406   mean error = 122.021876
+ epoch 2730: correct = 594,  false = 406   mean error = 122.021116
+ epoch 2731: correct = 594,  false = 406   mean error = 122.020358
+ epoch 2732: correct = 594,  false = 406   mean error = 122.019599
+ epoch 2733: correct = 594,  false = 406   mean error = 122.018842
+ epoch 2734: correct = 594,  false = 406   mean error = 122.018084
+ epoch 2735: correct = 594,  false = 406   mean error = 122.017328
+ epoch 2736: correct = 594,  false = 406   mean error = 122.016571
+ epoch 2737: correct = 594,  false = 406   mean error = 122.015815
+ epoch 2738: correct = 594,  false = 406   mean error = 122.015060
+ epoch 2739: correct = 594,  false = 406   mean error = 122.014305
+ epoch 2740: correct = 594,  false = 406   mean error = 122.013551
+ epoch 2741: correct = 594,  false = 406   mean error = 122.012797
+ epoch 2742: correct = 594,  false = 406   mean error = 122.012043
+ epoch 2743: correct = 594,  false = 406   mean error = 122.011290
+ epoch 2744: correct = 594,  false = 406   mean error = 122.010538
+ epoch 2745: correct = 594,  false = 406   mean error = 122.009786
+ epoch 2746: correct = 594,  false = 406   mean error = 122.009034
+ epoch 2747: correct = 594,  false = 406   mean error = 122.008283
+ epoch 2748: correct = 594,  false = 406   mean error = 122.007532
+ epoch 2749: correct = 594,  false = 406   mean error = 122.006782
+ epoch 2750: correct = 594,  false = 406   mean error = 122.006032
+ epoch 2751: correct = 594,  false = 406   mean error = 122.005283
+ epoch 2752: correct = 594,  false = 406   mean error = 122.004534
+ epoch 2753: correct = 594,  false = 406   mean error = 122.003786
+ epoch 2754: correct = 594,  false = 406   mean error = 122.003038
+ epoch 2755: correct = 594,  false = 406   mean error = 122.002291
+ epoch 2756: correct = 594,  false = 406   mean error = 122.001544
+ epoch 2757: correct = 594,  false = 406   mean error = 122.000797
+ epoch 2758: correct = 594,  false = 406   mean error = 122.000051
+ epoch 2759: correct = 594,  false = 406   mean error = 121.999306
+ epoch 2760: correct = 594,  false = 406   mean error = 121.998560
+ epoch 2761: correct = 594,  false = 406   mean error = 121.997816
+ epoch 2762: correct = 594,  false = 406   mean error = 121.997072
+ epoch 2763: correct = 594,  false = 406   mean error = 121.996328
+ epoch 2764: correct = 594,  false = 406   mean error = 121.995585
+ epoch 2765: correct = 594,  false = 406   mean error = 121.994842
+ epoch 2766: correct = 594,  false = 406   mean error = 121.994100
+ epoch 2767: correct = 594,  false = 406   mean error = 121.993358
+ epoch 2768: correct = 594,  false = 406   mean error = 121.992616
+ epoch 2769: correct = 594,  false = 406   mean error = 121.991875
+ epoch 2770: correct = 594,  false = 406   mean error = 121.991135
+ epoch 2771: correct = 594,  false = 406   mean error = 121.990395
+ epoch 2772: correct = 594,  false = 406   mean error = 121.989655
+ epoch 2773: correct = 594,  false = 406   mean error = 121.988916
+ epoch 2774: correct = 594,  false = 406   mean error = 121.988177
+ epoch 2775: correct = 594,  false = 406   mean error = 121.987439
+ epoch 2776: correct = 594,  false = 406   mean error = 121.986701
+ epoch 2777: correct = 594,  false = 406   mean error = 121.985964
+ epoch 2778: correct = 594,  false = 406   mean error = 121.985227
+ epoch 2779: correct = 594,  false = 406   mean error = 121.984491
+ epoch 2780: correct = 594,  false = 406   mean error = 121.983755
+ epoch 2781: correct = 594,  false = 406   mean error = 121.983019
+ epoch 2782: correct = 594,  false = 406   mean error = 121.982284
+ epoch 2783: correct = 594,  false = 406   mean error = 121.981550
+ epoch 2784: correct = 594,  false = 406   mean error = 121.980816
+ epoch 2785: correct = 594,  false = 406   mean error = 121.980082
+ epoch 2786: correct = 594,  false = 406   mean error = 121.979349
+ epoch 2787: correct = 594,  false = 406   mean error = 121.978616
+ epoch 2788: correct = 594,  false = 406   mean error = 121.977884
+ epoch 2789: correct = 594,  false = 406   mean error = 121.977152
+ epoch 2790: correct = 594,  false = 406   mean error = 121.976420
+ epoch 2791: correct = 594,  false = 406   mean error = 121.975689
+ epoch 2792: correct = 594,  false = 406   mean error = 121.974959
+ epoch 2793: correct = 594,  false = 406   mean error = 121.974229
+ epoch 2794: correct = 594,  false = 406   mean error = 121.973499
+ epoch 2795: correct = 594,  false = 406   mean error = 121.972770
+ epoch 2796: correct = 594,  false = 406   mean error = 121.972041
+ epoch 2797: correct = 594,  false = 406   mean error = 121.971313
+ epoch 2798: correct = 594,  false = 406   mean error = 121.970585
+ epoch 2799: correct = 594,  false = 406   mean error = 121.969857
+ epoch 2800: correct = 594,  false = 406   mean error = 121.969130
+ epoch 2801: correct = 594,  false = 406   mean error = 121.968404
+ epoch 2802: correct = 594,  false = 406   mean error = 121.967678
+ epoch 2803: correct = 594,  false = 406   mean error = 121.966952
+ epoch 2804: correct = 594,  false = 406   mean error = 121.966227
+ epoch 2805: correct = 594,  false = 406   mean error = 121.965502
+ epoch 2806: correct = 594,  false = 406   mean error = 121.964778
+ epoch 2807: correct = 594,  false = 406   mean error = 121.964054
+ epoch 2808: correct = 594,  false = 406   mean error = 121.963330
+ epoch 2809: correct = 594,  false = 406   mean error = 121.962607
+ epoch 2810: correct = 594,  false = 406   mean error = 121.961885
+ epoch 2811: correct = 594,  false = 406   mean error = 121.961162
+ epoch 2812: correct = 594,  false = 406   mean error = 121.960441
+ epoch 2813: correct = 594,  false = 406   mean error = 121.959719
+ epoch 2814: correct = 594,  false = 406   mean error = 121.958999
+ epoch 2815: correct = 594,  false = 406   mean error = 121.958278
+ epoch 2816: correct = 594,  false = 406   mean error = 121.957558
+ epoch 2817: correct = 594,  false = 406   mean error = 121.956839
+ epoch 2818: correct = 594,  false = 406   mean error = 121.956119
+ epoch 2819: correct = 594,  false = 406   mean error = 121.955401
+ epoch 2820: correct = 594,  false = 406   mean error = 121.954683
+ epoch 2821: correct = 594,  false = 406   mean error = 121.953965
+ epoch 2822: correct = 594,  false = 406   mean error = 121.953247
+ epoch 2823: correct = 594,  false = 406   mean error = 121.952530
+ epoch 2824: correct = 594,  false = 406   mean error = 121.951814
+ epoch 2825: correct = 594,  false = 406   mean error = 121.951098
+ epoch 2826: correct = 594,  false = 406   mean error = 121.950382
+ epoch 2827: correct = 594,  false = 406   mean error = 121.949667
+ epoch 2828: correct = 594,  false = 406   mean error = 121.948952
+ epoch 2829: correct = 594,  false = 406   mean error = 121.948238
+ epoch 2830: correct = 594,  false = 406   mean error = 121.947524
+ epoch 2831: correct = 594,  false = 406   mean error = 121.946810
+ epoch 2832: correct = 594,  false = 406   mean error = 121.946097
+ epoch 2833: correct = 594,  false = 406   mean error = 121.945385
+ epoch 2834: correct = 594,  false = 406   mean error = 121.944673
+ epoch 2835: correct = 594,  false = 406   mean error = 121.943961
+ epoch 2836: correct = 594,  false = 406   mean error = 121.943249
+ epoch 2837: correct = 594,  false = 406   mean error = 121.942538
+ epoch 2838: correct = 594,  false = 406   mean error = 121.941828
+ epoch 2839: correct = 594,  false = 406   mean error = 121.941118
+ epoch 2840: correct = 594,  false = 406   mean error = 121.940408
+ epoch 2841: correct = 594,  false = 406   mean error = 121.939699
+ epoch 2842: correct = 594,  false = 406   mean error = 121.938990
+ epoch 2843: correct = 594,  false = 406   mean error = 121.938282
+ epoch 2844: correct = 594,  false = 406   mean error = 121.937574
+ epoch 2845: correct = 594,  false = 406   mean error = 121.936866
+ epoch 2846: correct = 594,  false = 406   mean error = 121.936159
+ epoch 2847: correct = 594,  false = 406   mean error = 121.935452
+ epoch 2848: correct = 594,  false = 406   mean error = 121.934746
+ epoch 2849: correct = 594,  false = 406   mean error = 121.934040
+ epoch 2850: correct = 594,  false = 406   mean error = 121.933335
+ epoch 2851: correct = 594,  false = 406   mean error = 121.932630
+ epoch 2852: correct = 594,  false = 406   mean error = 121.931925
+ epoch 2853: correct = 594,  false = 406   mean error = 121.931221
+ epoch 2854: correct = 594,  false = 406   mean error = 121.930517
+ epoch 2855: correct = 594,  false = 406   mean error = 121.929814
+ epoch 2856: correct = 594,  false = 406   mean error = 121.929111
+ epoch 2857: correct = 594,  false = 406   mean error = 121.928409
+ epoch 2858: correct = 594,  false = 406   mean error = 121.927706
+ epoch 2859: correct = 594,  false = 406   mean error = 121.927005
+ epoch 2860: correct = 594,  false = 406   mean error = 121.926303
+ epoch 2861: correct = 594,  false = 406   mean error = 121.925603
+ epoch 2862: correct = 594,  false = 406   mean error = 121.924902
+ epoch 2863: correct = 594,  false = 406   mean error = 121.924202
+ epoch 2864: correct = 594,  false = 406   mean error = 121.923503
+ epoch 2865: correct = 594,  false = 406   mean error = 121.922803
+ epoch 2866: correct = 594,  false = 406   mean error = 121.922105
+ epoch 2867: correct = 594,  false = 406   mean error = 121.921406
+ epoch 2868: correct = 594,  false = 406   mean error = 121.920708
+ epoch 2869: correct = 594,  false = 406   mean error = 121.920011
+ epoch 2870: correct = 594,  false = 406   mean error = 121.919314
+ epoch 2871: correct = 594,  false = 406   mean error = 121.918617
+ epoch 2872: correct = 594,  false = 406   mean error = 121.917921
+ epoch 2873: correct = 594,  false = 406   mean error = 121.917225
+ epoch 2874: correct = 594,  false = 406   mean error = 121.916529
+ epoch 2875: correct = 594,  false = 406   mean error = 121.915834
+ epoch 2876: correct = 594,  false = 406   mean error = 121.915140
+ epoch 2877: correct = 594,  false = 406   mean error = 121.914445
+ epoch 2878: correct = 594,  false = 406   mean error = 121.913751
+ epoch 2879: correct = 594,  false = 406   mean error = 121.913058
+ epoch 2880: correct = 594,  false = 406   mean error = 121.912365
+ epoch 2881: correct = 594,  false = 406   mean error = 121.911672
+ epoch 2882: correct = 594,  false = 406   mean error = 121.910980
+ epoch 2883: correct = 594,  false = 406   mean error = 121.910288
+ epoch 2884: correct = 594,  false = 406   mean error = 121.909597
+ epoch 2885: correct = 594,  false = 406   mean error = 121.908906
+ epoch 2886: correct = 594,  false = 406   mean error = 121.908215
+ epoch 2887: correct = 594,  false = 406   mean error = 121.907525
+ epoch 2888: correct = 594,  false = 406   mean error = 121.906835
+ epoch 2889: correct = 594,  false = 406   mean error = 121.906146
+ epoch 2890: correct = 594,  false = 406   mean error = 121.905457
+ epoch 2891: correct = 594,  false = 406   mean error = 121.904768
+ epoch 2892: correct = 594,  false = 406   mean error = 121.904080
+ epoch 2893: correct = 594,  false = 406   mean error = 121.903392
+ epoch 2894: correct = 594,  false = 406   mean error = 121.902705
+ epoch 2895: correct = 594,  false = 406   mean error = 121.902018
+ epoch 2896: correct = 594,  false = 406   mean error = 121.901331
+ epoch 2897: correct = 594,  false = 406   mean error = 121.900645
+ epoch 2898: correct = 594,  false = 406   mean error = 121.899959
+ epoch 2899: correct = 594,  false = 406   mean error = 121.899274
+ epoch 2900: correct = 594,  false = 406   mean error = 121.898589
+ epoch 2901: correct = 594,  false = 406   mean error = 121.897904
+ epoch 2902: correct = 594,  false = 406   mean error = 121.897220
+ epoch 2903: correct = 594,  false = 406   mean error = 121.896536
+ epoch 2904: correct = 594,  false = 406   mean error = 121.895853
+ epoch 2905: correct = 594,  false = 406   mean error = 121.895170
+ epoch 2906: correct = 594,  false = 406   mean error = 121.894487
+ epoch 2907: correct = 594,  false = 406   mean error = 121.893805
+ epoch 2908: correct = 594,  false = 406   mean error = 121.893123
+ epoch 2909: correct = 594,  false = 406   mean error = 121.892442
+ epoch 2910: correct = 594,  false = 406   mean error = 121.891761
+ epoch 2911: correct = 594,  false = 406   mean error = 121.891080
+ epoch 2912: correct = 594,  false = 406   mean error = 121.890400
+ epoch 2913: correct = 594,  false = 406   mean error = 121.889720
+ epoch 2914: correct = 594,  false = 406   mean error = 121.889041
+ epoch 2915: correct = 594,  false = 406   mean error = 121.888362
+ epoch 2916: correct = 594,  false = 406   mean error = 121.887683
+ epoch 2917: correct = 594,  false = 406   mean error = 121.887005
+ epoch 2918: correct = 594,  false = 406   mean error = 121.886327
+ epoch 2919: correct = 594,  false = 406   mean error = 121.885650
+ epoch 2920: correct = 594,  false = 406   mean error = 121.884972
+ epoch 2921: correct = 594,  false = 406   mean error = 121.884296
+ epoch 2922: correct = 594,  false = 406   mean error = 121.883619
+ epoch 2923: correct = 594,  false = 406   mean error = 121.882944
+ epoch 2924: correct = 594,  false = 406   mean error = 121.882268
+ epoch 2925: correct = 594,  false = 406   mean error = 121.881593
+ epoch 2926: correct = 594,  false = 406   mean error = 121.880918
+ epoch 2927: correct = 594,  false = 406   mean error = 121.880244
+ epoch 2928: correct = 594,  false = 406   mean error = 121.879570
+ epoch 2929: correct = 594,  false = 406   mean error = 121.878896
+ epoch 2930: correct = 594,  false = 406   mean error = 121.878223
+ epoch 2931: correct = 594,  false = 406   mean error = 121.877550
+ epoch 2932: correct = 594,  false = 406   mean error = 121.876878
+ epoch 2933: correct = 594,  false = 406   mean error = 121.876206
+ epoch 2934: correct = 594,  false = 406   mean error = 121.875534
+ epoch 2935: correct = 594,  false = 406   mean error = 121.874863
+ epoch 2936: correct = 594,  false = 406   mean error = 121.874192
+ epoch 2937: correct = 594,  false = 406   mean error = 121.873521
+ epoch 2938: correct = 594,  false = 406   mean error = 121.872851
+ epoch 2939: correct = 594,  false = 406   mean error = 121.872181
+ epoch 2940: correct = 594,  false = 406   mean error = 121.871512
+ epoch 2941: correct = 594,  false = 406   mean error = 121.870843
+ epoch 2942: correct = 594,  false = 406   mean error = 121.870174
+ epoch 2943: correct = 594,  false = 406   mean error = 121.869506
+ epoch 2944: correct = 594,  false = 406   mean error = 121.868838
+ epoch 2945: correct = 594,  false = 406   mean error = 121.868171
+ epoch 2946: correct = 594,  false = 406   mean error = 121.867504
+ epoch 2947: correct = 594,  false = 406   mean error = 121.866837
+ epoch 2948: correct = 594,  false = 406   mean error = 121.866171
+ epoch 2949: correct = 594,  false = 406   mean error = 121.865505
+ epoch 2950: correct = 594,  false = 406   mean error = 121.864839
+ epoch 2951: correct = 594,  false = 406   mean error = 121.864174
+ epoch 2952: correct = 594,  false = 406   mean error = 121.863509
+ epoch 2953: correct = 594,  false = 406   mean error = 121.862845
+ epoch 2954: correct = 594,  false = 406   mean error = 121.862181
+ epoch 2955: correct = 594,  false = 406   mean error = 121.861517
+ epoch 2956: correct = 594,  false = 406   mean error = 121.860854
+ epoch 2957: correct = 594,  false = 406   mean error = 121.860191
+ epoch 2958: correct = 594,  false = 406   mean error = 121.859528
+ epoch 2959: correct = 594,  false = 406   mean error = 121.858866
+ epoch 2960: correct = 594,  false = 406   mean error = 121.858204
+ epoch 2961: correct = 594,  false = 406   mean error = 121.857543
+ epoch 2962: correct = 594,  false = 406   mean error = 121.856882
+ epoch 2963: correct = 594,  false = 406   mean error = 121.856221
+ epoch 2964: correct = 594,  false = 406   mean error = 121.855561
+ epoch 2965: correct = 594,  false = 406   mean error = 121.854901
+ epoch 2966: correct = 594,  false = 406   mean error = 121.854242
+ epoch 2967: correct = 594,  false = 406   mean error = 121.853582
+ epoch 2968: correct = 594,  false = 406   mean error = 121.852924
+ epoch 2969: correct = 594,  false = 406   mean error = 121.852265
+ epoch 2970: correct = 594,  false = 406   mean error = 121.851607
+ epoch 2971: correct = 594,  false = 406   mean error = 121.850949
+ epoch 2972: correct = 594,  false = 406   mean error = 121.850292
+ epoch 2973: correct = 594,  false = 406   mean error = 121.849635
+ epoch 2974: correct = 594,  false = 406   mean error = 121.848979
+ epoch 2975: correct = 594,  false = 406   mean error = 121.848322
+ epoch 2976: correct = 594,  false = 406   mean error = 121.847666
+ epoch 2977: correct = 594,  false = 406   mean error = 121.847011
+ epoch 2978: correct = 594,  false = 406   mean error = 121.846356
+ epoch 2979: correct = 594,  false = 406   mean error = 121.845701
+ epoch 2980: correct = 594,  false = 406   mean error = 121.845047
+ epoch 2981: correct = 594,  false = 406   mean error = 121.844393
+ epoch 2982: correct = 594,  false = 406   mean error = 121.843739
+ epoch 2983: correct = 594,  false = 406   mean error = 121.843086
+ epoch 2984: correct = 594,  false = 406   mean error = 121.842433
+ epoch 2985: correct = 594,  false = 406   mean error = 121.841780
+ epoch 2986: correct = 594,  false = 406   mean error = 121.841128
+ epoch 2987: correct = 594,  false = 406   mean error = 121.840476
+ epoch 2988: correct = 594,  false = 406   mean error = 121.839825
+ epoch 2989: correct = 594,  false = 406   mean error = 121.839174
+ epoch 2990: correct = 594,  false = 406   mean error = 121.838523
+ epoch 2991: correct = 594,  false = 406   mean error = 121.837873
+ epoch 2992: correct = 594,  false = 406   mean error = 121.837223
+ epoch 2993: correct = 594,  false = 406   mean error = 121.836573
+ epoch 2994: correct = 594,  false = 406   mean error = 121.835924
+ epoch 2995: correct = 594,  false = 406   mean error = 121.835275
+ epoch 2996: correct = 594,  false = 406   mean error = 121.834626
+ epoch 2997: correct = 594,  false = 406   mean error = 121.833978
+ epoch 2998: correct = 594,  false = 406   mean error = 121.833330
+ epoch 2999: correct = 594,  false = 406   mean error = 121.832683
+ epoch 3000: correct = 594,  false = 406   mean error = 121.832036
+ epoch 3001: correct = 594,  false = 406   mean error = 121.831389
+ epoch 3002: correct = 594,  false = 406   mean error = 121.830743
+ epoch 3003: correct = 594,  false = 406   mean error = 121.830097
+ epoch 3004: correct = 594,  false = 406   mean error = 121.829451
+ epoch 3005: correct = 594,  false = 406   mean error = 121.828806
+ epoch 3006: correct = 594,  false = 406   mean error = 121.828161
+ epoch 3007: correct = 594,  false = 406   mean error = 121.827516
+ epoch 3008: correct = 594,  false = 406   mean error = 121.826872
+ epoch 3009: correct = 594,  false = 406   mean error = 121.826228
+ epoch 3010: correct = 594,  false = 406   mean error = 121.825584
+ epoch 3011: correct = 594,  false = 406   mean error = 121.824941
+ epoch 3012: correct = 594,  false = 406   mean error = 121.824298
+ epoch 3013: correct = 594,  false = 406   mean error = 121.823656
+ epoch 3014: correct = 594,  false = 406   mean error = 121.823014
+ epoch 3015: correct = 594,  false = 406   mean error = 121.822372
+ epoch 3016: correct = 594,  false = 406   mean error = 121.821731
+ epoch 3017: correct = 594,  false = 406   mean error = 121.821090
+ epoch 3018: correct = 594,  false = 406   mean error = 121.820449
+ epoch 3019: correct = 594,  false = 406   mean error = 121.819809
+ epoch 3020: correct = 594,  false = 406   mean error = 121.819169
+ epoch 3021: correct = 594,  false = 406   mean error = 121.818529
+ epoch 3022: correct = 594,  false = 406   mean error = 121.817890
+ epoch 3023: correct = 594,  false = 406   mean error = 121.817251
+ epoch 3024: correct = 594,  false = 406   mean error = 121.816612
+ epoch 3025: correct = 594,  false = 406   mean error = 121.815974
+ epoch 3026: correct = 594,  false = 406   mean error = 121.815336
+ epoch 3027: correct = 594,  false = 406   mean error = 121.814699
+ epoch 3028: correct = 594,  false = 406   mean error = 121.814062
+ epoch 3029: correct = 594,  false = 406   mean error = 121.813425
+ epoch 3030: correct = 594,  false = 406   mean error = 121.812788
+ epoch 3031: correct = 594,  false = 406   mean error = 121.812152
+ epoch 3032: correct = 594,  false = 406   mean error = 121.811516
+ epoch 3033: correct = 594,  false = 406   mean error = 121.810881
+ epoch 3034: correct = 594,  false = 406   mean error = 121.810246
+ epoch 3035: correct = 594,  false = 406   mean error = 121.809611
+ epoch 3036: correct = 594,  false = 406   mean error = 121.808977
+ epoch 3037: correct = 594,  false = 406   mean error = 121.808343
+ epoch 3038: correct = 594,  false = 406   mean error = 121.807709
+ epoch 3039: correct = 594,  false = 406   mean error = 121.807076
+ epoch 3040: correct = 594,  false = 406   mean error = 121.806443
+ epoch 3041: correct = 594,  false = 406   mean error = 121.805810
+ epoch 3042: correct = 594,  false = 406   mean error = 121.805178
+ epoch 3043: correct = 594,  false = 406   mean error = 121.804546
+ epoch 3044: correct = 594,  false = 406   mean error = 121.803914
+ epoch 3045: correct = 594,  false = 406   mean error = 121.803283
+ epoch 3046: correct = 594,  false = 406   mean error = 121.802652
+ epoch 3047: correct = 594,  false = 406   mean error = 121.802021
+ epoch 3048: correct = 594,  false = 406   mean error = 121.801391
+ epoch 3049: correct = 594,  false = 406   mean error = 121.800761
+ epoch 3050: correct = 594,  false = 406   mean error = 121.800132
+ epoch 3051: correct = 594,  false = 406   mean error = 121.799502
+ epoch 3052: correct = 594,  false = 406   mean error = 121.798874
+ epoch 3053: correct = 594,  false = 406   mean error = 121.798245
+ epoch 3054: correct = 594,  false = 406   mean error = 121.797617
+ epoch 3055: correct = 594,  false = 406   mean error = 121.796989
+ epoch 3056: correct = 594,  false = 406   mean error = 121.796362
+ epoch 3057: correct = 594,  false = 406   mean error = 121.795734
+ epoch 3058: correct = 594,  false = 406   mean error = 121.795108
+ epoch 3059: correct = 594,  false = 406   mean error = 121.794481
+ epoch 3060: correct = 594,  false = 406   mean error = 121.793855
+ epoch 3061: correct = 594,  false = 406   mean error = 121.793229
+ epoch 3062: correct = 594,  false = 406   mean error = 121.792604
+ epoch 3063: correct = 594,  false = 406   mean error = 121.791979
+ epoch 3064: correct = 594,  false = 406   mean error = 121.791354
+ epoch 3065: correct = 594,  false = 406   mean error = 121.790729
+ epoch 3066: correct = 594,  false = 406   mean error = 121.790105
+ epoch 3067: correct = 594,  false = 406   mean error = 121.789481
+ epoch 3068: correct = 594,  false = 406   mean error = 121.788858
+ epoch 3069: correct = 594,  false = 406   mean error = 121.788235
+ epoch 3070: correct = 594,  false = 406   mean error = 121.787612
+ epoch 3071: correct = 594,  false = 406   mean error = 121.786990
+ epoch 3072: correct = 594,  false = 406   mean error = 121.786367
+ epoch 3073: correct = 594,  false = 406   mean error = 121.785746
+ epoch 3074: correct = 594,  false = 406   mean error = 121.785124
+ epoch 3075: correct = 594,  false = 406   mean error = 121.784503
+ epoch 3076: correct = 594,  false = 406   mean error = 121.783882
+ epoch 3077: correct = 594,  false = 406   mean error = 121.783262
+ epoch 3078: correct = 594,  false = 406   mean error = 121.782642
+ epoch 3079: correct = 594,  false = 406   mean error = 121.782022
+ epoch 3080: correct = 594,  false = 406   mean error = 121.781403
+ epoch 3081: correct = 594,  false = 406   mean error = 121.780784
+ epoch 3082: correct = 594,  false = 406   mean error = 121.780165
+ epoch 3083: correct = 594,  false = 406   mean error = 121.779546
+ epoch 3084: correct = 594,  false = 406   mean error = 121.778928
+ epoch 3085: correct = 594,  false = 406   mean error = 121.778310
+ epoch 3086: correct = 594,  false = 406   mean error = 121.777693
+ epoch 3087: correct = 594,  false = 406   mean error = 121.777076
+ epoch 3088: correct = 594,  false = 406   mean error = 121.776459
+ epoch 3089: correct = 594,  false = 406   mean error = 121.775843
+ epoch 3090: correct = 594,  false = 406   mean error = 121.775227
+ epoch 3091: correct = 594,  false = 406   mean error = 121.774611
+ epoch 3092: correct = 594,  false = 406   mean error = 121.773995
+ epoch 3093: correct = 594,  false = 406   mean error = 121.773380
+ epoch 3094: correct = 594,  false = 406   mean error = 121.772765
+ epoch 3095: correct = 594,  false = 406   mean error = 121.772151
+ epoch 3096: correct = 594,  false = 406   mean error = 121.771537
+ epoch 3097: correct = 594,  false = 406   mean error = 121.770923
+ epoch 3098: correct = 594,  false = 406   mean error = 121.770309
+ epoch 3099: correct = 594,  false = 406   mean error = 121.769696
+ epoch 3100: correct = 594,  false = 406   mean error = 121.769083
+ epoch 3101: correct = 594,  false = 406   mean error = 121.768471
+ epoch 3102: correct = 594,  false = 406   mean error = 121.767859
+ epoch 3103: correct = 594,  false = 406   mean error = 121.767247
+ epoch 3104: correct = 594,  false = 406   mean error = 121.766635
+ epoch 3105: correct = 594,  false = 406   mean error = 121.766024
+ epoch 3106: correct = 594,  false = 406   mean error = 121.765413
+ epoch 3107: correct = 594,  false = 406   mean error = 121.764802
+ epoch 3108: correct = 594,  false = 406   mean error = 121.764192
+ epoch 3109: correct = 594,  false = 406   mean error = 121.763582
+ epoch 3110: correct = 594,  false = 406   mean error = 121.762973
+ epoch 3111: correct = 594,  false = 406   mean error = 121.762363
+ epoch 3112: correct = 594,  false = 406   mean error = 121.761754
+ epoch 3113: correct = 594,  false = 406   mean error = 121.761146
+ epoch 3114: correct = 594,  false = 406   mean error = 121.760537
+ epoch 3115: correct = 594,  false = 406   mean error = 121.759929
+ epoch 3116: correct = 594,  false = 406   mean error = 121.759322
+ epoch 3117: correct = 594,  false = 406   mean error = 121.758714
+ epoch 3118: correct = 594,  false = 406   mean error = 121.758107
+ epoch 3119: correct = 594,  false = 406   mean error = 121.757501
+ epoch 3120: correct = 594,  false = 406   mean error = 121.756894
+ epoch 3121: correct = 594,  false = 406   mean error = 121.756288
+ epoch 3122: correct = 594,  false = 406   mean error = 121.755682
+ epoch 3123: correct = 594,  false = 406   mean error = 121.755077
+ epoch 3124: correct = 594,  false = 406   mean error = 121.754472
+ epoch 3125: correct = 594,  false = 406   mean error = 121.753867
+ epoch 3126: correct = 594,  false = 406   mean error = 121.753263
+ epoch 3127: correct = 594,  false = 406   mean error = 121.752658
+ epoch 3128: correct = 594,  false = 406   mean error = 121.752055
+ epoch 3129: correct = 594,  false = 406   mean error = 121.751451
+ epoch 3130: correct = 594,  false = 406   mean error = 121.750848
+ epoch 3131: correct = 594,  false = 406   mean error = 121.750245
+ epoch 3132: correct = 594,  false = 406   mean error = 121.749642
+ epoch 3133: correct = 594,  false = 406   mean error = 121.749040
+ epoch 3134: correct = 594,  false = 406   mean error = 121.748438
+ epoch 3135: correct = 594,  false = 406   mean error = 121.747837
+ epoch 3136: correct = 594,  false = 406   mean error = 121.747235
+ epoch 3137: correct = 594,  false = 406   mean error = 121.746634
+ epoch 3138: correct = 594,  false = 406   mean error = 121.746033
+ epoch 3139: correct = 594,  false = 406   mean error = 121.745433
+ epoch 3140: correct = 594,  false = 406   mean error = 121.744833
+ epoch 3141: correct = 594,  false = 406   mean error = 121.744233
+ epoch 3142: correct = 594,  false = 406   mean error = 121.743634
+ epoch 3143: correct = 594,  false = 406   mean error = 121.743035
+ epoch 3144: correct = 594,  false = 406   mean error = 121.742436
+ epoch 3145: correct = 594,  false = 406   mean error = 121.741837
+ epoch 3146: correct = 594,  false = 406   mean error = 121.741239
+ epoch 3147: correct = 594,  false = 406   mean error = 121.740641
+ epoch 3148: correct = 594,  false = 406   mean error = 121.740044
+ epoch 3149: correct = 594,  false = 406   mean error = 121.739447
+ epoch 3150: correct = 594,  false = 406   mean error = 121.738850
+ epoch 3151: correct = 594,  false = 406   mean error = 121.738253
+ epoch 3152: correct = 594,  false = 406   mean error = 121.737657
+ epoch 3153: correct = 594,  false = 406   mean error = 121.737061
+ epoch 3154: correct = 594,  false = 406   mean error = 121.736465
+ epoch 3155: correct = 594,  false = 406   mean error = 121.735870
+ epoch 3156: correct = 594,  false = 406   mean error = 121.735274
+ epoch 3157: correct = 594,  false = 406   mean error = 121.734680
+ epoch 3158: correct = 594,  false = 406   mean error = 121.734085
+ epoch 3159: correct = 594,  false = 406   mean error = 121.733491
+ epoch 3160: correct = 594,  false = 406   mean error = 121.732897
+ epoch 3161: correct = 594,  false = 406   mean error = 121.732304
+ epoch 3162: correct = 594,  false = 406   mean error = 121.731710
+ epoch 3163: correct = 594,  false = 406   mean error = 121.731118
+ epoch 3164: correct = 594,  false = 406   mean error = 121.730525
+ epoch 3165: correct = 594,  false = 406   mean error = 121.729933
+ epoch 3166: correct = 594,  false = 406   mean error = 121.729341
+ epoch 3167: correct = 594,  false = 406   mean error = 121.728749
+ epoch 3168: correct = 594,  false = 406   mean error = 121.728157
+ epoch 3169: correct = 594,  false = 406   mean error = 121.727566
+ epoch 3170: correct = 594,  false = 406   mean error = 121.726976
+ epoch 3171: correct = 594,  false = 406   mean error = 121.726385
+ epoch 3172: correct = 594,  false = 406   mean error = 121.725795
+ epoch 3173: correct = 594,  false = 406   mean error = 121.725205
+ epoch 3174: correct = 594,  false = 406   mean error = 121.724615
+ epoch 3175: correct = 594,  false = 406   mean error = 121.724026
+ epoch 3176: correct = 594,  false = 406   mean error = 121.723437
+ epoch 3177: correct = 594,  false = 406   mean error = 121.722849
+ epoch 3178: correct = 594,  false = 406   mean error = 121.722260
+ epoch 3179: correct = 594,  false = 406   mean error = 121.721672
+ epoch 3180: correct = 594,  false = 406   mean error = 121.721084
+ epoch 3181: correct = 594,  false = 406   mean error = 121.720497
+ epoch 3182: correct = 594,  false = 406   mean error = 121.719910
+ epoch 3183: correct = 594,  false = 406   mean error = 121.719323
+ epoch 3184: correct = 594,  false = 406   mean error = 121.718736
+ epoch 3185: correct = 594,  false = 406   mean error = 121.718150
+ epoch 3186: correct = 594,  false = 406   mean error = 121.717564
+ epoch 3187: correct = 594,  false = 406   mean error = 121.716979
+ epoch 3188: correct = 594,  false = 406   mean error = 121.716393
+ epoch 3189: correct = 594,  false = 406   mean error = 121.715808
+ epoch 3190: correct = 594,  false = 406   mean error = 121.715223
+ epoch 3191: correct = 594,  false = 406   mean error = 121.714639
+ epoch 3192: correct = 594,  false = 406   mean error = 121.714055
+ epoch 3193: correct = 594,  false = 406   mean error = 121.713471
+ epoch 3194: correct = 594,  false = 406   mean error = 121.712887
+ epoch 3195: correct = 594,  false = 406   mean error = 121.712304
+ epoch 3196: correct = 594,  false = 406   mean error = 121.711721
+ epoch 3197: correct = 594,  false = 406   mean error = 121.711139
+ epoch 3198: correct = 594,  false = 406   mean error = 121.710556
+ epoch 3199: correct = 594,  false = 406   mean error = 121.709974
+ epoch 3200: correct = 594,  false = 406   mean error = 121.709392
+ epoch 3201: correct = 594,  false = 406   mean error = 121.708811
+ epoch 3202: correct = 594,  false = 406   mean error = 121.708230
+ epoch 3203: correct = 594,  false = 406   mean error = 121.707649
+ epoch 3204: correct = 594,  false = 406   mean error = 121.707068
+ epoch 3205: correct = 594,  false = 406   mean error = 121.706488
+ epoch 3206: correct = 594,  false = 406   mean error = 121.705908
+ epoch 3207: correct = 594,  false = 406   mean error = 121.705328
+ epoch 3208: correct = 594,  false = 406   mean error = 121.704749
+ epoch 3209: correct = 594,  false = 406   mean error = 121.704170
+ epoch 3210: correct = 594,  false = 406   mean error = 121.703591
+ epoch 3211: correct = 594,  false = 406   mean error = 121.703012
+ epoch 3212: correct = 594,  false = 406   mean error = 121.702434
+ epoch 3213: correct = 594,  false = 406   mean error = 121.701856
+ epoch 3214: correct = 594,  false = 406   mean error = 121.701278
+ epoch 3215: correct = 594,  false = 406   mean error = 121.700701
+ epoch 3216: correct = 594,  false = 406   mean error = 121.700124
+ epoch 3217: correct = 594,  false = 406   mean error = 121.699547
+ epoch 3218: correct = 594,  false = 406   mean error = 121.698971
+ epoch 3219: correct = 594,  false = 406   mean error = 121.698395
+ epoch 3220: correct = 595,  false = 405   mean error = 121.697819
+ epoch 3221: correct = 595,  false = 405   mean error = 121.697243
+ epoch 3222: correct = 595,  false = 405   mean error = 121.696668
+ epoch 3223: correct = 595,  false = 405   mean error = 121.696093
+ epoch 3224: correct = 595,  false = 405   mean error = 121.695518
+ epoch 3225: correct = 595,  false = 405   mean error = 121.694944
+ epoch 3226: correct = 595,  false = 405   mean error = 121.694369
+ epoch 3227: correct = 595,  false = 405   mean error = 121.693795
+ epoch 3228: correct = 595,  false = 405   mean error = 121.693222
+ epoch 3229: correct = 595,  false = 405   mean error = 121.692649
+ epoch 3230: correct = 595,  false = 405   mean error = 121.692076
+ epoch 3231: correct = 595,  false = 405   mean error = 121.691503
+ epoch 3232: correct = 595,  false = 405   mean error = 121.690930
+ epoch 3233: correct = 595,  false = 405   mean error = 121.690358
+ epoch 3234: correct = 595,  false = 405   mean error = 121.689786
+ epoch 3235: correct = 595,  false = 405   mean error = 121.689215
+ epoch 3236: correct = 595,  false = 405   mean error = 121.688644
+ epoch 3237: correct = 595,  false = 405   mean error = 121.688073
+ epoch 3238: correct = 595,  false = 405   mean error = 121.687502
+ epoch 3239: correct = 595,  false = 405   mean error = 121.686931
+ epoch 3240: correct = 595,  false = 405   mean error = 121.686361
+ epoch 3241: correct = 595,  false = 405   mean error = 121.685791
+ epoch 3242: correct = 595,  false = 405   mean error = 121.685222
+ epoch 3243: correct = 595,  false = 405   mean error = 121.684653
+ epoch 3244: correct = 595,  false = 405   mean error = 121.684084
+ epoch 3245: correct = 595,  false = 405   mean error = 121.683515
+ epoch 3246: correct = 595,  false = 405   mean error = 121.682946
+ epoch 3247: correct = 595,  false = 405   mean error = 121.682378
+ epoch 3248: correct = 595,  false = 405   mean error = 121.681810
+ epoch 3249: correct = 595,  false = 405   mean error = 121.681243
+ epoch 3250: correct = 595,  false = 405   mean error = 121.680675
+ epoch 3251: correct = 595,  false = 405   mean error = 121.680108
+ epoch 3252: correct = 595,  false = 405   mean error = 121.679542
+ epoch 3253: correct = 595,  false = 405   mean error = 121.678975
+ epoch 3254: correct = 595,  false = 405   mean error = 121.678409
+ epoch 3255: correct = 595,  false = 405   mean error = 121.677843
+ epoch 3256: correct = 595,  false = 405   mean error = 121.677278
+ epoch 3257: correct = 595,  false = 405   mean error = 121.676712
+ epoch 3258: correct = 595,  false = 405   mean error = 121.676147
+ epoch 3259: correct = 595,  false = 405   mean error = 121.675582
+ epoch 3260: correct = 595,  false = 405   mean error = 121.675018
+ epoch 3261: correct = 595,  false = 405   mean error = 121.674454
+ epoch 3262: correct = 595,  false = 405   mean error = 121.673890
+ epoch 3263: correct = 595,  false = 405   mean error = 121.673326
+ epoch 3264: correct = 595,  false = 405   mean error = 121.672763
+ epoch 3265: correct = 595,  false = 405   mean error = 121.672200
+ epoch 3266: correct = 595,  false = 405   mean error = 121.671637
+ epoch 3267: correct = 595,  false = 405   mean error = 121.671074
+ epoch 3268: correct = 595,  false = 405   mean error = 121.670512
+ epoch 3269: correct = 595,  false = 405   mean error = 121.669950
+ epoch 3270: correct = 595,  false = 405   mean error = 121.669388
+ epoch 3271: correct = 595,  false = 405   mean error = 121.668827
+ epoch 3272: correct = 595,  false = 405   mean error = 121.668266
+ epoch 3273: correct = 595,  false = 405   mean error = 121.667705
+ epoch 3274: correct = 595,  false = 405   mean error = 121.667144
+ epoch 3275: correct = 595,  false = 405   mean error = 121.666584
+ epoch 3276: correct = 595,  false = 405   mean error = 121.666024
+ epoch 3277: correct = 595,  false = 405   mean error = 121.665464
+ epoch 3278: correct = 595,  false = 405   mean error = 121.664905
+ epoch 3279: correct = 595,  false = 405   mean error = 121.664346
+ epoch 3280: correct = 595,  false = 405   mean error = 121.663787
+ epoch 3281: correct = 595,  false = 405   mean error = 121.663228
+ epoch 3282: correct = 595,  false = 405   mean error = 121.662670
+ epoch 3283: correct = 595,  false = 405   mean error = 121.662112
+ epoch 3284: correct = 595,  false = 405   mean error = 121.661554
+ epoch 3285: correct = 595,  false = 405   mean error = 121.660996
+ epoch 3286: correct = 595,  false = 405   mean error = 121.660439
+ epoch 3287: correct = 595,  false = 405   mean error = 121.659882
+ epoch 3288: correct = 595,  false = 405   mean error = 121.659325
+ epoch 3289: correct = 595,  false = 405   mean error = 121.658769
+ epoch 3290: correct = 595,  false = 405   mean error = 121.658212
+ epoch 3291: correct = 595,  false = 405   mean error = 121.657657
+ epoch 3292: correct = 595,  false = 405   mean error = 121.657101
+ epoch 3293: correct = 595,  false = 405   mean error = 121.656545
+ epoch 3294: correct = 595,  false = 405   mean error = 121.655990
+ epoch 3295: correct = 595,  false = 405   mean error = 121.655436
+ epoch 3296: correct = 595,  false = 405   mean error = 121.654881
+ epoch 3297: correct = 595,  false = 405   mean error = 121.654327
+ epoch 3298: correct = 595,  false = 405   mean error = 121.653773
+ epoch 3299: correct = 595,  false = 405   mean error = 121.653219
+ epoch 3300: correct = 595,  false = 405   mean error = 121.652665
+ epoch 3301: correct = 595,  false = 405   mean error = 121.652112
+ epoch 3302: correct = 595,  false = 405   mean error = 121.651559
+ epoch 3303: correct = 596,  false = 404   mean error = 121.651007
+ epoch 3304: correct = 596,  false = 404   mean error = 121.650454
+ epoch 3305: correct = 596,  false = 404   mean error = 121.649902
+ epoch 3306: correct = 596,  false = 404   mean error = 121.649350
+ epoch 3307: correct = 596,  false = 404   mean error = 121.648799
+ epoch 3308: correct = 596,  false = 404   mean error = 121.648247
+ epoch 3309: correct = 596,  false = 404   mean error = 121.647696
+ epoch 3310: correct = 596,  false = 404   mean error = 121.647145
+ epoch 3311: correct = 596,  false = 404   mean error = 121.646595
+ epoch 3312: correct = 596,  false = 404   mean error = 121.646045
+ epoch 3313: correct = 596,  false = 404   mean error = 121.645495
+ epoch 3314: correct = 596,  false = 404   mean error = 121.644945
+ epoch 3315: correct = 596,  false = 404   mean error = 121.644395
+ epoch 3316: correct = 596,  false = 404   mean error = 121.643846
+ epoch 3317: correct = 596,  false = 404   mean error = 121.643297
+ epoch 3318: correct = 596,  false = 404   mean error = 121.642749
+ epoch 3319: correct = 596,  false = 404   mean error = 121.642200
+ epoch 3320: correct = 596,  false = 404   mean error = 121.641652
+ epoch 3321: correct = 596,  false = 404   mean error = 121.641104
+ epoch 3322: correct = 596,  false = 404   mean error = 121.640557
+ epoch 3323: correct = 596,  false = 404   mean error = 121.640009
+ epoch 3324: correct = 596,  false = 404   mean error = 121.639462
+ epoch 3325: correct = 596,  false = 404   mean error = 121.638915
+ epoch 3326: correct = 596,  false = 404   mean error = 121.638369
+ epoch 3327: correct = 596,  false = 404   mean error = 121.637823
+ epoch 3328: correct = 596,  false = 404   mean error = 121.637277
+ epoch 3329: correct = 596,  false = 404   mean error = 121.636731
+ epoch 3330: correct = 596,  false = 404   mean error = 121.636185
+ epoch 3331: correct = 596,  false = 404   mean error = 121.635640
+ epoch 3332: correct = 596,  false = 404   mean error = 121.635095
+ epoch 3333: correct = 596,  false = 404   mean error = 121.634550
+ epoch 3334: correct = 596,  false = 404   mean error = 121.634006
+ epoch 3335: correct = 596,  false = 404   mean error = 121.633462
+ epoch 3336: correct = 596,  false = 404   mean error = 121.632918
+ epoch 3337: correct = 596,  false = 404   mean error = 121.632374
+ epoch 3338: correct = 596,  false = 404   mean error = 121.631831
+ epoch 3339: correct = 596,  false = 404   mean error = 121.631288
+ epoch 3340: correct = 596,  false = 404   mean error = 121.630745
+ epoch 3341: correct = 596,  false = 404   mean error = 121.630202
+ epoch 3342: correct = 596,  false = 404   mean error = 121.629660
+ epoch 3343: correct = 596,  false = 404   mean error = 121.629118
+ epoch 3344: correct = 596,  false = 404   mean error = 121.628576
+ epoch 3345: correct = 596,  false = 404   mean error = 121.628034
+ epoch 3346: correct = 596,  false = 404   mean error = 121.627493
+ epoch 3347: correct = 596,  false = 404   mean error = 121.626952
+ epoch 3348: correct = 596,  false = 404   mean error = 121.626411
+ epoch 3349: correct = 596,  false = 404   mean error = 121.625871
+ epoch 3350: correct = 596,  false = 404   mean error = 121.625331
+ epoch 3351: correct = 596,  false = 404   mean error = 121.624790
+ epoch 3352: correct = 596,  false = 404   mean error = 121.624251
+ epoch 3353: correct = 596,  false = 404   mean error = 121.623711
+ epoch 3354: correct = 596,  false = 404   mean error = 121.623172
+ epoch 3355: correct = 596,  false = 404   mean error = 121.622633
+ epoch 3356: correct = 596,  false = 404   mean error = 121.622094
+ epoch 3357: correct = 596,  false = 404   mean error = 121.621556
+ epoch 3358: correct = 596,  false = 404   mean error = 121.621018
+ epoch 3359: correct = 596,  false = 404   mean error = 121.620480
+ epoch 3360: correct = 596,  false = 404   mean error = 121.619942
+ epoch 3361: correct = 596,  false = 404   mean error = 121.619404
+ epoch 3362: correct = 596,  false = 404   mean error = 121.618867
+ epoch 3363: correct = 596,  false = 404   mean error = 121.618330
+ epoch 3364: correct = 596,  false = 404   mean error = 121.617794
+ epoch 3365: correct = 596,  false = 404   mean error = 121.617257
+ epoch 3366: correct = 596,  false = 404   mean error = 121.616721
+ epoch 3367: correct = 596,  false = 404   mean error = 121.616185
+ epoch 3368: correct = 596,  false = 404   mean error = 121.615649
+ epoch 3369: correct = 596,  false = 404   mean error = 121.615114
+ epoch 3370: correct = 596,  false = 404   mean error = 121.614579
+ epoch 3371: correct = 596,  false = 404   mean error = 121.614044
+ epoch 3372: correct = 596,  false = 404   mean error = 121.613509
+ epoch 3373: correct = 596,  false = 404   mean error = 121.612975
+ epoch 3374: correct = 596,  false = 404   mean error = 121.612441
+ epoch 3375: correct = 596,  false = 404   mean error = 121.611907
+ epoch 3376: correct = 596,  false = 404   mean error = 121.611373
+ epoch 3377: correct = 596,  false = 404   mean error = 121.610840
+ epoch 3378: correct = 596,  false = 404   mean error = 121.610307
+ epoch 3379: correct = 596,  false = 404   mean error = 121.609774
+ epoch 3380: correct = 596,  false = 404   mean error = 121.609241
+ epoch 3381: correct = 596,  false = 404   mean error = 121.608709
+ epoch 3382: correct = 596,  false = 404   mean error = 121.608177
+ epoch 3383: correct = 596,  false = 404   mean error = 121.607645
+ epoch 3384: correct = 596,  false = 404   mean error = 121.607113
+ epoch 3385: correct = 596,  false = 404   mean error = 121.606582
+ epoch 3386: correct = 596,  false = 404   mean error = 121.606051
+ epoch 3387: correct = 596,  false = 404   mean error = 121.605520
+ epoch 3388: correct = 596,  false = 404   mean error = 121.604989
+ epoch 3389: correct = 596,  false = 404   mean error = 121.604459
+ epoch 3390: correct = 596,  false = 404   mean error = 121.603929
+ epoch 3391: correct = 596,  false = 404   mean error = 121.603399
+ epoch 3392: correct = 596,  false = 404   mean error = 121.602869
+ epoch 3393: correct = 596,  false = 404   mean error = 121.602340
+ epoch 3394: correct = 596,  false = 404   mean error = 121.601811
+ epoch 3395: correct = 596,  false = 404   mean error = 121.601282
+ epoch 3396: correct = 596,  false = 404   mean error = 121.600753
+ epoch 3397: correct = 596,  false = 404   mean error = 121.600225
+ epoch 3398: correct = 596,  false = 404   mean error = 121.599697
+ epoch 3399: correct = 596,  false = 404   mean error = 121.599169
+ epoch 3400: correct = 596,  false = 404   mean error = 121.598641
+ epoch 3401: correct = 596,  false = 404   mean error = 121.598114
+ epoch 3402: correct = 596,  false = 404   mean error = 121.597587
+ epoch 3403: correct = 596,  false = 404   mean error = 121.597060
+ epoch 3404: correct = 596,  false = 404   mean error = 121.596533
+ epoch 3405: correct = 596,  false = 404   mean error = 121.596007
+ epoch 3406: correct = 596,  false = 404   mean error = 121.595480
+ epoch 3407: correct = 596,  false = 404   mean error = 121.594955
+ epoch 3408: correct = 596,  false = 404   mean error = 121.594429
+ epoch 3409: correct = 596,  false = 404   mean error = 121.593903
+ epoch 3410: correct = 596,  false = 404   mean error = 121.593378
+ epoch 3411: correct = 596,  false = 404   mean error = 121.592853
+ epoch 3412: correct = 596,  false = 404   mean error = 121.592329
+ epoch 3413: correct = 596,  false = 404   mean error = 121.591804
+ epoch 3414: correct = 596,  false = 404   mean error = 121.591280
+ epoch 3415: correct = 596,  false = 404   mean error = 121.590756
+ epoch 3416: correct = 596,  false = 404   mean error = 121.590232
+ epoch 3417: correct = 596,  false = 404   mean error = 121.589709
+ epoch 3418: correct = 596,  false = 404   mean error = 121.589186
+ epoch 3419: correct = 596,  false = 404   mean error = 121.588663
+ epoch 3420: correct = 596,  false = 404   mean error = 121.588140
+ epoch 3421: correct = 596,  false = 404   mean error = 121.587617
+ epoch 3422: correct = 596,  false = 404   mean error = 121.587095
+ epoch 3423: correct = 596,  false = 404   mean error = 121.586573
+ epoch 3424: correct = 596,  false = 404   mean error = 121.586051
+ epoch 3425: correct = 596,  false = 404   mean error = 121.585530
+ epoch 3426: correct = 596,  false = 404   mean error = 121.585008
+ epoch 3427: correct = 596,  false = 404   mean error = 121.584487
+ epoch 3428: correct = 596,  false = 404   mean error = 121.583967
+ epoch 3429: correct = 596,  false = 404   mean error = 121.583446
+ epoch 3430: correct = 596,  false = 404   mean error = 121.582926
+ epoch 3431: correct = 596,  false = 404   mean error = 121.582406
+ epoch 3432: correct = 596,  false = 404   mean error = 121.581886
+ epoch 3433: correct = 596,  false = 404   mean error = 121.581366
+ epoch 3434: correct = 596,  false = 404   mean error = 121.580847
+ epoch 3435: correct = 596,  false = 404   mean error = 121.580328
+ epoch 3436: correct = 596,  false = 404   mean error = 121.579809
+ epoch 3437: correct = 596,  false = 404   mean error = 121.579290
+ epoch 3438: correct = 596,  false = 404   mean error = 121.578772
+ epoch 3439: correct = 596,  false = 404   mean error = 121.578254
+ epoch 3440: correct = 596,  false = 404   mean error = 121.577736
+ epoch 3441: correct = 596,  false = 404   mean error = 121.577218
+ epoch 3442: correct = 596,  false = 404   mean error = 121.576701
+ epoch 3443: correct = 596,  false = 404   mean error = 121.576183
+ epoch 3444: correct = 596,  false = 404   mean error = 121.575666
+ epoch 3445: correct = 596,  false = 404   mean error = 121.575150
+ epoch 3446: correct = 596,  false = 404   mean error = 121.574633
+ epoch 3447: correct = 596,  false = 404   mean error = 121.574117
+ epoch 3448: correct = 596,  false = 404   mean error = 121.573601
+ epoch 3449: correct = 596,  false = 404   mean error = 121.573085
+ epoch 3450: correct = 596,  false = 404   mean error = 121.572569
+ epoch 3451: correct = 596,  false = 404   mean error = 121.572054
+ epoch 3452: correct = 596,  false = 404   mean error = 121.571539
+ epoch 3453: correct = 596,  false = 404   mean error = 121.571024
+ epoch 3454: correct = 596,  false = 404   mean error = 121.570510
+ epoch 3455: correct = 596,  false = 404   mean error = 121.569995
+ epoch 3456: correct = 596,  false = 404   mean error = 121.569481
+ epoch 3457: correct = 596,  false = 404   mean error = 121.568967
+ epoch 3458: correct = 596,  false = 404   mean error = 121.568454
+ epoch 3459: correct = 596,  false = 404   mean error = 121.567940
+ epoch 3460: correct = 597,  false = 403   mean error = 121.567427
+ epoch 3461: correct = 597,  false = 403   mean error = 121.566914
+ epoch 3462: correct = 597,  false = 403   mean error = 121.566401
+ epoch 3463: correct = 597,  false = 403   mean error = 121.565889
+ epoch 3464: correct = 597,  false = 403   mean error = 121.565376
+ epoch 3465: correct = 597,  false = 403   mean error = 121.564864
+ epoch 3466: correct = 597,  false = 403   mean error = 121.564353
+ epoch 3467: correct = 597,  false = 403   mean error = 121.563841
+ epoch 3468: correct = 597,  false = 403   mean error = 121.563330
+ epoch 3469: correct = 597,  false = 403   mean error = 121.562819
+ epoch 3470: correct = 597,  false = 403   mean error = 121.562308
+ epoch 3471: correct = 597,  false = 403   mean error = 121.561797
+ epoch 3472: correct = 597,  false = 403   mean error = 121.561287
+ epoch 3473: correct = 597,  false = 403   mean error = 121.560777
+ epoch 3474: correct = 597,  false = 403   mean error = 121.560267
+ epoch 3475: correct = 597,  false = 403   mean error = 121.559757
+ epoch 3476: correct = 597,  false = 403   mean error = 121.559248
+ epoch 3477: correct = 597,  false = 403   mean error = 121.558738
+ epoch 3478: correct = 597,  false = 403   mean error = 121.558229
+ epoch 3479: correct = 597,  false = 403   mean error = 121.557721
+ epoch 3480: correct = 597,  false = 403   mean error = 121.557212
+ epoch 3481: correct = 597,  false = 403   mean error = 121.556704
+ epoch 3482: correct = 597,  false = 403   mean error = 121.556196
+ epoch 3483: correct = 597,  false = 403   mean error = 121.555688
+ epoch 3484: correct = 597,  false = 403   mean error = 121.555180
+ epoch 3485: correct = 597,  false = 403   mean error = 121.554673
+ epoch 3486: correct = 597,  false = 403   mean error = 121.554166
+ epoch 3487: correct = 597,  false = 403   mean error = 121.553659
+ epoch 3488: correct = 597,  false = 403   mean error = 121.553152
+ epoch 3489: correct = 596,  false = 404   mean error = 121.552645
+ epoch 3490: correct = 596,  false = 404   mean error = 121.552139
+ epoch 3491: correct = 596,  false = 404   mean error = 121.551633
+ epoch 3492: correct = 596,  false = 404   mean error = 121.551127
+ epoch 3493: correct = 596,  false = 404   mean error = 121.550622
+ epoch 3494: correct = 596,  false = 404   mean error = 121.550117
+ epoch 3495: correct = 596,  false = 404   mean error = 121.549611
+ epoch 3496: correct = 596,  false = 404   mean error = 121.549107
+ epoch 3497: correct = 596,  false = 404   mean error = 121.548602
+ epoch 3498: correct = 596,  false = 404   mean error = 121.548097
+ epoch 3499: correct = 596,  false = 404   mean error = 121.547593
+ epoch 3500: correct = 596,  false = 404   mean error = 121.547089
+ epoch 3501: correct = 596,  false = 404   mean error = 121.546586
+ epoch 3502: correct = 596,  false = 404   mean error = 121.546082
+ epoch 3503: correct = 596,  false = 404   mean error = 121.545579
+ epoch 3504: correct = 596,  false = 404   mean error = 121.545076
+ epoch 3505: correct = 596,  false = 404   mean error = 121.544573
+ epoch 3506: correct = 596,  false = 404   mean error = 121.544070
+ epoch 3507: correct = 596,  false = 404   mean error = 121.543568
+ epoch 3508: correct = 596,  false = 404   mean error = 121.543066
+ epoch 3509: correct = 596,  false = 404   mean error = 121.54256