rnd 1: wh-err= 0.887700 th-err= 0.887700 dev= nan test= 0.375000 train= 0.283333
rnd 2: wh-err= 0.928577 th-err= 0.824297 dev= nan test= 0.300000 train= 0.272222
rnd 3: wh-err= 0.935151 th-err= 0.770842 dev= nan test= 0.225000 train= 0.238889
rnd 4: wh-err= 0.938501 th-err= 0.723436 dev= nan test= 0.225000 train= 0.227778
rnd 5: wh-err= 0.941204 th-err= 0.680901 dev= nan test= 0.225000 train= 0.205556
rnd 6: wh-err= 0.951690 th-err= 0.648006 dev= nan test= 0.225000 train= 0.194444
rnd 7: wh-err= 0.951779 th-err= 0.616759 dev= nan test= 0.250000 train= 0.180556
rnd 8: wh-err= 0.948594 th-err= 0.585053 dev= nan test= 0.250000 train= 0.172222
rnd 9: wh-err= 0.956329 th-err= 0.559504 dev= nan test= 0.225000 train= 0.163889
rnd 10: wh-err= 0.955233 th-err= 0.534456 dev= nan test= 0.200000 train= 0.152778
rnd 11: wh-err= 0.957106 th-err= 0.511531 dev= nan test= 0.225000 train= 0.144444
rnd 12: wh-err= 0.943297 th-err= 0.482526 dev= nan test= 0.225000 train= 0.141667
rnd 13: wh-err= 0.948713 th-err= 0.457778 dev= nan test= 0.225000 train= 0.127778
rnd 14: wh-err= 0.953279 th-err= 0.436390 dev= nan test= 0.250000 train= 0.125000
rnd 15: wh-err= 0.956934 th-err= 0.417597 dev= nan test= 0.225000 train= 0.116667
rnd 16: wh-err= 0.954419 th-err= 0.398563 dev= nan test= 0.250000 train= 0.111111
rnd 17: wh-err= 0.943277 th-err= 0.375955 dev= nan test= 0.250000 train= 0.100000
rnd 18: wh-err= 0.959700 th-err= 0.360804 dev= nan test= 0.225000 train= 0.094444
rnd 19: wh-err= 0.961063 th-err= 0.346755 dev= nan test= 0.275000 train= 0.088889
rnd 20: wh-err= 0.957427 th-err= 0.331993 dev= nan test= 0.275000 train= 0.083333
rnd 21: wh-err= 0.963106 th-err= 0.319744 dev= nan test= 0.250000 train= 0.080556
rnd 22: wh-err= 0.949713 th-err= 0.303665 dev= nan test= 0.300000 train= 0.075000
rnd 23: wh-err= 0.962807 th-err= 0.292371 dev= nan test= 0.275000 train= 0.061111
rnd 24: wh-err= 0.963451 th-err= 0.281685 dev= nan test= 0.250000 train= 0.072222
rnd 25: wh-err= 0.964756 th-err= 0.271758 dev= nan test= 0.275000 train= 0.072222
rnd 26: wh-err= 0.964296 th-err= 0.262055 dev= nan test= 0.275000 train= 0.063889
rnd 27: wh-err= 0.960329 th-err= 0.251659 dev= nan test= 0.175000 train= 0.050000
rnd 28: wh-err= 0.956651 th-err= 0.240750 dev= nan test= 0.175000 train= 0.041667
rnd 29: wh-err= 0.966961 th-err= 0.232796 dev= nan test= 0.175000 train= 0.038889
rnd 30: wh-err= 0.964391 th-err= 0.224506 dev= nan test= 0.175000 train= 0.044444
rnd 31: wh-err= 0.966210 th-err= 0.216920 dev= nan test= 0.175000 train= 0.047222
rnd 32: wh-err= 0.969054 th-err= 0.210207 dev= nan test= 0.200000 train= 0.041667
rnd 33: wh-err= 0.969832 th-err= 0.203866 dev= nan test= 0.175000 train= 0.038889
rnd 34: wh-err= 0.970627 th-err= 0.197877 dev= nan test= 0.200000 train= 0.041667
rnd 35: wh-err= 0.969988 th-err= 0.191939 dev= nan test= 0.175000 train= 0.036111
rnd 36: wh-err= 0.968175 th-err= 0.185830 dev= nan test= 0.200000 train= 0.027778
rnd 37: wh-err= 0.968638 th-err= 0.180002 dev= nan test= 0.200000 train= 0.027778
rnd 38: wh-err= 0.968253 th-err= 0.174288 dev= nan test= 0.200000 train= 0.030556
rnd 39: wh-err= 0.966966 th-err= 0.168530 dev= nan test= 0.175000 train= 0.027778
rnd 40: wh-err= 0.965027 th-err= 0.162636 dev= nan test= 0.175000 train= 0.025000
rnd 41: wh-err= 0.966780 th-err= 0.157233 dev= nan test= 0.175000 train= 0.025000
rnd 42: wh-err= 0.970364 th-err= 0.152574 dev= nan test= 0.175000 train= 0.019444
rnd 43: wh-err= 0.970715 th-err= 0.148105 dev= nan test= 0.175000 train= 0.019444
rnd 44: wh-err= 0.967654 th-err= 0.143315 dev= nan test= 0.175000 train= 0.019444
rnd 45: wh-err= 0.968611 th-err= 0.138816 dev= nan test= 0.175000 train= 0.019444
rnd 46: wh-err= 0.972296 th-err= 0.134971 dev= nan test= 0.175000 train= 0.019444
rnd 47: wh-err= 0.973646 th-err= 0.131414 dev= nan test= 0.175000 train= 0.019444
rnd 48: wh-err= 0.974267 th-err= 0.128032 dev= nan test= 0.150000 train= 0.019444
rnd 49: wh-err= 0.973268 th-err= 0.124609 dev= nan test= 0.150000 train= 0.019444
rnd 50: wh-err= 0.973996 th-err= 0.121369 dev= nan test= 0.150000 train= 0.019444
rnd 51: wh-err= 0.974769 th-err= 0.118307 dev= nan test= 0.150000 train= 0.019444
rnd 52: wh-err= 0.975005 th-err= 0.115350 dev= nan test= 0.150000 train= 0.019444
rnd 53: wh-err= 0.976049 th-err= 0.112587 dev= nan test= 0.150000 train= 0.019444
rnd 54: wh-err= 0.976456 th-err= 0.109936 dev= nan test= 0.150000 train= 0.019444
rnd 55: wh-err= 0.976361 th-err= 0.107338 dev= nan test= 0.150000 train= 0.019444
rnd 56: wh-err= 0.976200 th-err= 0.104783 dev= nan test= 0.150000 train= 0.019444
rnd 57: wh-err= 0.975982 th-err= 0.102266 dev= nan test= 0.150000 train= 0.019444
rnd 58: wh-err= 0.975851 th-err= 0.099797 dev= nan test= 0.150000 train= 0.019444
rnd 59: wh-err= 0.975899 th-err= 0.097391 dev= nan test= 0.150000 train= 0.019444
rnd 60: wh-err= 0.977198 th-err= 0.095171 dev= nan test= 0.150000 train= 0.019444
rnd 61: wh-err= 0.977709 th-err= 0.093049 dev= nan test= 0.150000 train= 0.019444
rnd 62: wh-err= 0.977338 th-err= 0.090940 dev= nan test= 0.150000 train= 0.019444
rnd 63: wh-err= 0.975984 th-err= 0.088756 dev= nan test= 0.175000 train= 0.019444
rnd 64: wh-err= 0.978920 th-err= 0.086885 dev= nan test= 0.175000 train= 0.019444
rnd 65: wh-err= 0.980276 th-err= 0.085172 dev= nan test= 0.175000 train= 0.019444
rnd 66: wh-err= 0.979141 th-err= 0.083395 dev= nan test= 0.175000 train= 0.019444
rnd 67: wh-err= 0.979999 th-err= 0.081727 dev= nan test= 0.175000 train= 0.019444
rnd 68: wh-err= 0.976517 th-err= 0.079808 dev= nan test= 0.175000 train= 0.019444
rnd 69: wh-err= 0.980858 th-err= 0.078280 dev= nan test= 0.175000 train= 0.019444
rnd 70: wh-err= 0.981288 th-err= 0.076816 dev= nan test= 0.175000 train= 0.019444
rnd 71: wh-err= 0.981607 th-err= 0.075403 dev= nan test= 0.175000 train= 0.019444
rnd 72: wh-err= 0.981166 th-err= 0.073983 dev= nan test= 0.175000 train= 0.019444
rnd 73: wh-err= 0.982246 th-err= 0.072669 dev= nan test= 0.175000 train= 0.019444
rnd 74: wh-err= 0.983756 th-err= 0.071489 dev= nan test= 0.175000 train= 0.019444
rnd 75: wh-err= 0.983562 th-err= 0.070314 dev= nan test= 0.175000 train= 0.019444
rnd 76: wh-err= 0.983268 th-err= 0.069137 dev= nan test= 0.175000 train= 0.019444
rnd 77: wh-err= 0.983195 th-err= 0.067975 dev= nan test= 0.175000 train= 0.019444
rnd 78: wh-err= 0.984094 th-err= 0.066894 dev= nan test= 0.175000 train= 0.019444
rnd 79: wh-err= 0.984231 th-err= 0.065839 dev= nan test= 0.175000 train= 0.019444
rnd 80: wh-err= 0.984565 th-err= 0.064823 dev= nan test= 0.175000 train= 0.019444
rnd 81: wh-err= 0.985886 th-err= 0.063908 dev= nan test= 0.150000 train= 0.019444
rnd 82: wh-err= 0.983424 th-err= 0.062849 dev= nan test= 0.150000 train= 0.019444
rnd 83: wh-err= 0.983655 th-err= 0.061821 dev= nan test= 0.150000 train= 0.019444
rnd 84: wh-err= 0.984789 th-err= 0.060881 dev= nan test= 0.150000 train= 0.019444
rnd 85: wh-err= 0.987285 th-err= 0.060107 dev= nan test= 0.150000 train= 0.019444
rnd 86: wh-err= 0.987450 th-err= 0.059353 dev= nan test= 0.150000 train= 0.019444
rnd 87: wh-err= 0.986553 th-err= 0.058555 dev= nan test= 0.150000 train= 0.019444
rnd 88: wh-err= 0.987053 th-err= 0.057796 dev= nan test= 0.150000 train= 0.019444
rnd 89: wh-err= 0.987924 th-err= 0.057098 dev= nan test= 0.150000 train= 0.019444
rnd 90: wh-err= 0.988456 th-err= 0.056439 dev= nan test= 0.150000 train= 0.019444
rnd 91: wh-err= 0.988377 th-err= 0.055783 dev= nan test= 0.150000 train= 0.019444
rnd 92: wh-err= 0.988366 th-err= 0.055134 dev= nan test= 0.150000 train= 0.019444
rnd 93: wh-err= 0.988264 th-err= 0.054487 dev= nan test= 0.175000 train= 0.019444
rnd 94: wh-err= 0.987424 th-err= 0.053802 dev= nan test= 0.175000 train= 0.019444
rnd 95: wh-err= 0.986866 th-err= 0.053095 dev= nan test= 0.175000 train= 0.019444
rnd 96: wh-err= 0.987192 th-err= 0.052415 dev= nan test= 0.150000 train= 0.019444
rnd 97: wh-err= 0.987396 th-err= 0.051755 dev= nan test= 0.150000 train= 0.019444
rnd 98: wh-err= 0.988865 th-err= 0.051178 dev= nan test= 0.150000 train= 0.019444
rnd 99: wh-err= 0.989587 th-err= 0.050646 dev= nan test= 0.150000 train= 0.019444
rnd 100: wh-err= 0.989582 th-err= 0.050118 dev= nan test= 0.150000 train= 0.019444
rnd 101: wh-err= 0.989728 th-err= 0.049603 dev= nan test= 0.150000 train= 0.019444
rnd 102: wh-err= 0.990206 th-err= 0.049117 dev= nan test= 0.150000 train= 0.019444
rnd 103: wh-err= 0.990272 th-err= 0.048639 dev= nan test= 0.150000 train= 0.019444
rnd 104: wh-err= 0.989508 th-err= 0.048129 dev= nan test= 0.150000 train= 0.019444
rnd 105: wh-err= 0.990798 th-err= 0.047686 dev= nan test= 0.150000 train= 0.019444
rnd 106: wh-err= 0.991070 th-err= 0.047260 dev= nan test= 0.150000 train= 0.019444
rnd 107: wh-err= 0.991133 th-err= 0.046841 dev= nan test= 0.150000 train= 0.019444
rnd 108: wh-err= 0.991168 th-err= 0.046428 dev= nan test= 0.150000 train= 0.019444
rnd 109: wh-err= 0.991490 th-err= 0.046033 dev= nan test= 0.150000 train= 0.019444
rnd 110: wh-err= 0.991244 th-err= 0.045630 dev= nan test= 0.150000 train= 0.019444
rnd 111: wh-err= 0.991766 th-err= 0.045254 dev= nan test= 0.150000 train= 0.019444
rnd 112: wh-err= 0.992376 th-err= 0.044909 dev= nan test= 0.150000 train= 0.019444
rnd 113: wh-err= 0.992673 th-err= 0.044580 dev= nan test= 0.150000 train= 0.019444
rnd 114: wh-err= 0.992315 th-err= 0.044237 dev= nan test= 0.150000 train= 0.019444
rnd 115: wh-err= 0.992497 th-err= 0.043905 dev= nan test= 0.175000 train= 0.019444
rnd 116: wh-err= 0.992007 th-err= 0.043554 dev= nan test= 0.175000 train= 0.019444
rnd 117: wh-err= 0.992387 th-err= 0.043223 dev= nan test= 0.175000 train= 0.019444
rnd 118: wh-err= 0.992317 th-err= 0.042891 dev= nan test= 0.175000 train= 0.019444
rnd 119: wh-err= 0.992647 th-err= 0.042575 dev= nan test= 0.175000 train= 0.019444
rnd 120: wh-err= 0.992649 th-err= 0.042262 dev= nan test= 0.175000 train= 0.019444
rnd 121: wh-err= 0.992905 th-err= 0.041962 dev= nan test= 0.150000 train= 0.019444
rnd 122: wh-err= 0.992315 th-err= 0.041640 dev= nan test= 0.150000 train= 0.019444
rnd 123: wh-err= 0.993012 th-err= 0.041349 dev= nan test= 0.150000 train= 0.019444
rnd 124: wh-err= 0.993034 th-err= 0.041061 dev= nan test= 0.150000 train= 0.019444
rnd 125: wh-err= 0.993524 th-err= 0.040795 dev= nan test= 0.150000 train= 0.019444
rnd 126: wh-err= 0.993098 th-err= 0.040513 dev= nan test= 0.150000 train= 0.019444
rnd 127: wh-err= 0.993700 th-err= 0.040258 dev= nan test= 0.150000 train= 0.019444
rnd 128: wh-err= 0.993723 th-err= 0.040005 dev= nan test= 0.150000 train= 0.019444
rnd 129: wh-err= 0.993877 th-err= 0.039760 dev= nan test= 0.150000 train= 0.019444
rnd 130: wh-err= 0.994271 th-err= 0.039533 dev= nan test= 0.150000 train= 0.019444
rnd 131: wh-err= 0.994421 th-err= 0.039312 dev= nan test= 0.150000 train= 0.019444
rnd 132: wh-err= 0.994501 th-err= 0.039096 dev= nan test= 0.150000 train= 0.019444
rnd 133: wh-err= 0.994632 th-err= 0.038886 dev= nan test= 0.150000 train= 0.019444
rnd 134: wh-err= 0.994837 th-err= 0.038685 dev= nan test= 0.150000 train= 0.019444
rnd 135: wh-err= 0.993921 th-err= 0.038450 dev= nan test= 0.150000 train= 0.019444
rnd 136: wh-err= 0.994386 th-err= 0.038234 dev= nan test= 0.150000 train= 0.019444
rnd 137: wh-err= 0.994867 th-err= 0.038038 dev= nan test= 0.150000 train= 0.019444
rnd 138: wh-err= 0.994600 th-err= 0.037833 dev= nan test= 0.150000 train= 0.019444
rnd 139: wh-err= 0.992366 th-err= 0.037544 dev= nan test= 0.175000 train= 0.019444
rnd 140: wh-err= 0.994788 th-err= 0.037348 dev= nan test= 0.175000 train= 0.019444
rnd 141: wh-err= 0.995080 th-err= 0.037164 dev= nan test= 0.175000 train= 0.019444
rnd 142: wh-err= 0.995531 th-err= 0.036998 dev= nan test= 0.175000 train= 0.019444
rnd 143: wh-err= 0.995614 th-err= 0.036836 dev= nan test= 0.175000 train= 0.019444
rnd 144: wh-err= 0.995623 th-err= 0.036675 dev= nan test= 0.175000 train= 0.019444
rnd 145: wh-err= 0.995671 th-err= 0.036516 dev= nan test= 0.175000 train= 0.019444
rnd 146: wh-err= 0.995659 th-err= 0.036358 dev= nan test= 0.175000 train= 0.019444
rnd 147: wh-err= 0.995854 th-err= 0.036207 dev= nan test= 0.125000 train= 0.019444
rnd 148: wh-err= 0.995875 th-err= 0.036057 dev= nan test= 0.125000 train= 0.019444
rnd 149: wh-err= 0.996039 th-err= 0.035915 dev= nan test= 0.125000 train= 0.019444
rnd 150: wh-err= 0.996027 th-err= 0.035772 dev= nan test= 0.125000 train= 0.019444
rnd 151: wh-err= 0.996196 th-err= 0.035636 dev= nan test= 0.125000 train= 0.019444
rnd 152: wh-err= 0.996478 th-err= 0.035510 dev= nan test= 0.125000 train= 0.019444
rnd 153: wh-err= 0.996521 th-err= 0.035387 dev= nan test= 0.125000 train= 0.019444
rnd 154: wh-err= 0.996582 th-err= 0.035266 dev= nan test= 0.125000 train= 0.019444
rnd 155: wh-err= 0.996493 th-err= 0.035142 dev= nan test= 0.125000 train= 0.019444
rnd 156: wh-err= 0.996682 th-err= 0.035026 dev= nan test= 0.125000 train= 0.019444
rnd 157: wh-err= 0.996757 th-err= 0.034912 dev= nan test= 0.125000 train= 0.019444
rnd 158: wh-err= 0.996759 th-err= 0.034799 dev= nan test= 0.125000 train= 0.019444
rnd 159: wh-err= 0.996764 th-err= 0.034686 dev= nan test= 0.125000 train= 0.019444
rnd 160: wh-err= 0.996798 th-err= 0.034575 dev= nan test= 0.125000 train= 0.019444
rnd 161: wh-err= 0.996892 th-err= 0.034468 dev= nan test= 0.125000 train= 0.019444
rnd 162: wh-err= 0.996905 th-err= 0.034361 dev= nan test= 0.125000 train= 0.019444
rnd 163: wh-err= 0.997142 th-err= 0.034263 dev= nan test= 0.125000 train= 0.019444
rnd 164: wh-err= 0.997196 th-err= 0.034167 dev= nan test= 0.125000 train= 0.019444
rnd 165: wh-err= 0.997244 th-err= 0.034073 dev= nan test= 0.125000 train= 0.019444
rnd 166: wh-err= 0.997293 th-err= 0.033980 dev= nan test= 0.125000 train= 0.019444
rnd 167: wh-err= 0.997299 th-err= 0.033889 dev= nan test= 0.125000 train= 0.019444
rnd 168: wh-err= 0.997278 th-err= 0.033796 dev= nan test= 0.125000 train= 0.019444
rnd 169: wh-err= 0.997325 th-err= 0.033706 dev= nan test= 0.125000 train= 0.019444
rnd 170: wh-err= 0.997343 th-err= 0.033616 dev= nan test= 0.125000 train= 0.019444
rnd 171: wh-err= 0.997371 th-err= 0.033528 dev= nan test= 0.125000 train= 0.019444
rnd 172: wh-err= 0.997396 th-err= 0.033441 dev= nan test= 0.125000 train= 0.019444
rnd 173: wh-err= 0.997433 th-err= 0.033355 dev= nan test= 0.125000 train= 0.019444
rnd 174: wh-err= 0.997433 th-err= 0.033269 dev= nan test= 0.125000 train= 0.019444
rnd 175: wh-err= 0.997437 th-err= 0.033184 dev= nan test= 0.125000 train= 0.019444
rnd 176: wh-err= 0.997481 th-err= 0.033100 dev= nan test= 0.125000 train= 0.019444
rnd 177: wh-err= 0.997551 th-err= 0.033019 dev= nan test= 0.125000 train= 0.019444
rnd 178: wh-err= 0.997653 th-err= 0.032942 dev= nan test= 0.125000 train= 0.019444
rnd 179: wh-err= 0.997703 th-err= 0.032866 dev= nan test= 0.125000 train= 0.019444
rnd 180: wh-err= 0.997742 th-err= 0.032792 dev= nan test= 0.125000 train= 0.019444
rnd 181: wh-err= 0.997764 th-err= 0.032719 dev= nan test= 0.125000 train= 0.019444
rnd 182: wh-err= 0.997767 th-err= 0.032645 dev= nan test= 0.125000 train= 0.019444
rnd 183: wh-err= 0.997773 th-err= 0.032573 dev= nan test= 0.125000 train= 0.019444
rnd 184: wh-err= 0.997613 th-err= 0.032495 dev= nan test= 0.125000 train= 0.019444
rnd 185: wh-err= 0.997795 th-err= 0.032423 dev= nan test= 0.125000 train= 0.019444
rnd 186: wh-err= 0.997803 th-err= 0.032352 dev= nan test= 0.125000 train= 0.019444
rnd 187: wh-err= 0.997774 th-err= 0.032280 dev= nan test= 0.125000 train= 0.019444
rnd 188: wh-err= 0.997792 th-err= 0.032209 dev= nan test= 0.125000 train= 0.019444
rnd 189: wh-err= 0.997837 th-err= 0.032139 dev= nan test= 0.125000 train= 0.019444
rnd 190: wh-err= 0.997922 th-err= 0.032072 dev= nan test= 0.125000 train= 0.019444
rnd 191: wh-err= 0.997931 th-err= 0.032006 dev= nan test= 0.125000 train= 0.019444
rnd 192: wh-err= 0.997949 th-err= 0.031940 dev= nan test= 0.125000 train= 0.019444
rnd 193: wh-err= 0.998008 th-err= 0.031877 dev= nan test= 0.125000 train= 0.019444
rnd 194: wh-err= 0.998043 th-err= 0.031814 dev= nan test= 0.125000 train= 0.019444
rnd 195: wh-err= 0.998058 th-err= 0.031753 dev= nan test= 0.125000 train= 0.019444
rnd 196: wh-err= 0.998157 th-err= 0.031694 dev= nan test= 0.125000 train= 0.019444
rnd 197: wh-err= 0.998200 th-err= 0.031637 dev= nan test= 0.125000 train= 0.019444
rnd 198: wh-err= 0.998204 th-err= 0.031580 dev= nan test= 0.125000 train= 0.019444
rnd 199: wh-err= 0.998119 th-err= 0.031521 dev= nan test= 0.125000 train= 0.019444
rnd 200: wh-err= 0.998132 th-err= 0.031462 dev= nan test= 0.125000 train= 0.019444
rnd 201: wh-err= 0.998156 th-err= 0.031404 dev= nan test= 0.125000 train= 0.019444
rnd 202: wh-err= 0.998204 th-err= 0.031348 dev= nan test= 0.125000 train= 0.019444
rnd 203: wh-err= 0.998191 th-err= 0.031291 dev= nan test= 0.125000 train= 0.019444
rnd 204: wh-err= 0.998234 th-err= 0.031236 dev= nan test= 0.125000 train= 0.019444
rnd 205: wh-err= 0.997808 th-err= 0.031167 dev= nan test= 0.125000 train= 0.019444
rnd 206: wh-err= 0.998237 th-err= 0.031112 dev= nan test= 0.125000 train= 0.019444
rnd 207: wh-err= 0.998286 th-err= 0.031059 dev= nan test= 0.125000 train= 0.019444
rnd 208: wh-err= 0.998307 th-err= 0.031006 dev= nan test= 0.125000 train= 0.019444
rnd 209: wh-err= 0.998331 th-err= 0.030955 dev= nan test= 0.125000 train= 0.019444
rnd 210: wh-err= 0.998340 th-err= 0.030903 dev= nan test= 0.125000 train= 0.019444
rnd 211: wh-err= 0.998291 th-err= 0.030850 dev= nan test= 0.125000 train= 0.019444
rnd 212: wh-err= 0.998194 th-err= 0.030795 dev= nan test= 0.125000 train= 0.019444
rnd 213: wh-err= 0.998354 th-err= 0.030744 dev= nan test= 0.125000 train= 0.019444
rnd 214: wh-err= 0.998470 th-err= 0.030697 dev= nan test= 0.125000 train= 0.019444
rnd 215: wh-err= 0.998469 th-err= 0.030650 dev= nan test= 0.125000 train= 0.019444
rnd 216: wh-err= 0.998485 th-err= 0.030603 dev= nan test= 0.125000 train= 0.019444
rnd 217: wh-err= 0.998504 th-err= 0.030558 dev= nan test= 0.125000 train= 0.019444
rnd 218: wh-err= 0.998514 th-err= 0.030512 dev= nan test= 0.125000 train= 0.019444
rnd 219: wh-err= 0.998514 th-err= 0.030467 dev= nan test= 0.125000 train= 0.019444
rnd 220: wh-err= 0.998542 th-err= 0.030423 dev= nan test= 0.125000 train= 0.019444
rnd 221: wh-err= 0.998555 th-err= 0.030379 dev= nan test= 0.125000 train= 0.019444
rnd 222: wh-err= 0.998582 th-err= 0.030335 dev= nan test= 0.125000 train= 0.019444
rnd 223: wh-err= 0.998560 th-err= 0.030292 dev= nan test= 0.125000 train= 0.019444
rnd 224: wh-err= 0.998585 th-err= 0.030249 dev= nan test= 0.125000 train= 0.019444
rnd 225: wh-err= 0.998584 th-err= 0.030206 dev= nan test= 0.125000 train= 0.019444
rnd 226: wh-err= 0.998591 th-err= 0.030164 dev= nan test= 0.125000 train= 0.019444
rnd 227: wh-err= 0.998593 th-err= 0.030121 dev= nan test= 0.125000 train= 0.019444
rnd 228: wh-err= 0.998607 th-err= 0.030079 dev= nan test= 0.125000 train= 0.019444
rnd 229: wh-err= 0.998624 th-err= 0.030038 dev= nan test= 0.125000 train= 0.019444
rnd 230: wh-err= 0.998639 th-err= 0.029997 dev= nan test= 0.125000 train= 0.019444
rnd 231: wh-err= 0.998642 th-err= 0.029956 dev= nan test= 0.125000 train= 0.019444
rnd 232: wh-err= 0.998665 th-err= 0.029916 dev= nan test= 0.125000 train= 0.019444
rnd 233: wh-err= 0.998678 th-err= 0.029877 dev= nan test= 0.125000 train= 0.019444
rnd 234: wh-err= 0.998679 th-err= 0.029837 dev= nan test= 0.125000 train= 0.019444
rnd 235: wh-err= 0.998708 th-err= 0.029799 dev= nan test= 0.125000 train= 0.019444
rnd 236: wh-err= 0.998711 th-err= 0.029760 dev= nan test= 0.125000 train= 0.019444
rnd 237: wh-err= 0.998716 th-err= 0.029722 dev= nan test= 0.125000 train= 0.019444
rnd 238: wh-err= 0.998721 th-err= 0.029684 dev= nan test= 0.125000 train= 0.019444
rnd 239: wh-err= 0.998756 th-err= 0.029647 dev= nan test= 0.125000 train= 0.019444
rnd 240: wh-err= 0.998760 th-err= 0.029610 dev= nan test= 0.125000 train= 0.019444
rnd 241: wh-err= 0.998762 th-err= 0.029574 dev= nan test= 0.125000 train= 0.019444
rnd 242: wh-err= 0.998801 th-err= 0.029538 dev= nan test= 0.125000 train= 0.019444
rnd 243: wh-err= 0.998820 th-err= 0.029503 dev= nan test= 0.125000 train= 0.019444
rnd 244: wh-err= 0.998826 th-err= 0.029469 dev= nan test= 0.125000 train= 0.019444
rnd 245: wh-err= 0.998834 th-err= 0.029434 dev= nan test= 0.125000 train= 0.019444
rnd 246: wh-err= 0.998836 th-err= 0.029400 dev= nan test= 0.125000 train= 0.019444
rnd 247: wh-err= 0.998859 th-err= 0.029366 dev= nan test= 0.125000 train= 0.019444
rnd 248: wh-err= 0.998829 th-err= 0.029332 dev= nan test= 0.125000 train= 0.019444
rnd 249: wh-err= 0.998871 th-err= 0.029299 dev= nan test= 0.125000 train= 0.019444
rnd 250: wh-err= 0.998876 th-err= 0.029266 dev= nan test= 0.125000 train= 0.019444
rnd 251: wh-err= 0.998881 th-err= 0.029233 dev= nan test= 0.125000 train= 0.019444
rnd 252: wh-err= 0.998882 th-err= 0.029201 dev= nan test= 0.125000 train= 0.019444
rnd 253: wh-err= 0.998902 th-err= 0.029169 dev= nan test= 0.125000 train= 0.019444
rnd 254: wh-err= 0.998909 th-err= 0.029137 dev= nan test= 0.125000 train= 0.019444
rnd 255: wh-err= 0.998921 th-err= 0.029105 dev= nan test= 0.125000 train= 0.019444
rnd 256: wh-err= 0.998928 th-err= 0.029074 dev= nan test= 0.125000 train= 0.019444
rnd 257: wh-err= 0.998932 th-err= 0.029043 dev= nan test= 0.125000 train= 0.019444
rnd 258: wh-err= 0.998895 th-err= 0.029011 dev= nan test= 0.125000 train= 0.019444
rnd 259: wh-err= 0.998910 th-err= 0.028979 dev= nan test= 0.125000 train= 0.019444
rnd 260: wh-err= 0.998778 th-err= 0.028944 dev= nan test= 0.125000 train= 0.019444
rnd 261: wh-err= 0.998864 th-err= 0.028911 dev= nan test= 0.125000 train= 0.019444
rnd 262: wh-err= 0.998867 th-err= 0.028878 dev= nan test= 0.125000 train= 0.019444
rnd 263: wh-err= 0.998963 th-err= 0.028848 dev= nan test= 0.125000 train= 0.019444
rnd 264: wh-err= 0.998966 th-err= 0.028818 dev= nan test= 0.125000 train= 0.019444
rnd 265: wh-err= 0.998983 th-err= 0.028789 dev= nan test= 0.125000 train= 0.019444
rnd 266: wh-err= 0.998935 th-err= 0.028758 dev= nan test= 0.125000 train= 0.019444
rnd 267: wh-err= 0.998997 th-err= 0.028730 dev= nan test= 0.125000 train= 0.019444
rnd 268: wh-err= 0.999012 th-err= 0.028701 dev= nan test= 0.125000 train= 0.019444
rnd 269: wh-err= 0.999021 th-err= 0.028673 dev= nan test= 0.125000 train= 0.019444
rnd 270: wh-err= 0.999037 th-err= 0.028646 dev= nan test= 0.125000 train= 0.019444
rnd 271: wh-err= 0.999048 th-err= 0.028618 dev= nan test= 0.125000 train= 0.019444
rnd 272: wh-err= 0.999048 th-err= 0.028591 dev= nan test= 0.125000 train= 0.019444
rnd 273: wh-err= 0.999052 th-err= 0.028564 dev= nan test= 0.125000 train= 0.019444
rnd 274: wh-err= 0.999063 th-err= 0.028537 dev= nan test= 0.125000 train= 0.019444
rnd 275: wh-err= 0.999065 th-err= 0.028511 dev= nan test= 0.125000 train= 0.019444
rnd 276: wh-err= 0.999077 th-err= 0.028484 dev= nan test= 0.125000 train= 0.019444
rnd 277: wh-err= 0.999080 th-err= 0.028458 dev= nan test= 0.125000 train= 0.019444
rnd 278: wh-err= 0.999088 th-err= 0.028432 dev= nan test= 0.125000 train= 0.019444
rnd 279: wh-err= 0.999089 th-err= 0.028406 dev= nan test= 0.125000 train= 0.019444
rnd 280: wh-err= 0.999101 th-err= 0.028381 dev= nan test= 0.125000 train= 0.019444
rnd 281: wh-err= 0.998894 th-err= 0.028349 dev= nan test= 0.125000 train= 0.019444
rnd 282: wh-err= 0.998999 th-err= 0.028321 dev= nan test= 0.125000 train= 0.019444
rnd 283: wh-err= 0.998928 th-err= 0.028290 dev= nan test= 0.125000 train= 0.019444
rnd 284: wh-err= 0.999049 th-err= 0.028264 dev= nan test= 0.125000 train= 0.019444
rnd 285: wh-err= 0.999064 th-err= 0.028237 dev= nan test= 0.125000 train= 0.019444
rnd 286: wh-err= 0.999107 th-err= 0.028212 dev= nan test= 0.125000 train= 0.019444
rnd 287: wh-err= 0.999129 th-err= 0.028187 dev= nan test= 0.125000 train= 0.019444
rnd 288: wh-err= 0.999135 th-err= 0.028163 dev= nan test= 0.125000 train= 0.019444
rnd 289: wh-err= 0.999139 th-err= 0.028139 dev= nan test= 0.125000 train= 0.019444
rnd 290: wh-err= 0.999137 th-err= 0.028114 dev= nan test= 0.125000 train= 0.019444
rnd 291: wh-err= 0.998990 th-err= 0.028086 dev= nan test= 0.125000 train= 0.019444
rnd 292: wh-err= 0.999039 th-err= 0.028059 dev= nan test= 0.125000 train= 0.019444
rnd 293: wh-err= 0.999100 th-err= 0.028034 dev= nan test= 0.125000 train= 0.019444
rnd 294: wh-err= 0.999108 th-err= 0.028009 dev= nan test= 0.125000 train= 0.019444
rnd 295: wh-err= 0.999122 th-err= 0.027984 dev= nan test= 0.125000 train= 0.019444
rnd 296: wh-err= 0.999138 th-err= 0.027960 dev= nan test= 0.125000 train= 0.019444
rnd 297: wh-err= 0.999165 th-err= 0.027937 dev= nan test= 0.125000 train= 0.019444
rnd 298: wh-err= 0.999173 th-err= 0.027914 dev= nan test= 0.125000 train= 0.019444
rnd 299: wh-err= 0.999176 th-err= 0.027891 dev= nan test= 0.125000 train= 0.019444
rnd 300: wh-err= 0.999189 th-err= 0.027868 dev= nan test= 0.125000 train= 0.019444
rnd 301: wh-err= 0.999138 th-err= 0.027844 dev= nan test= 0.125000 train= 0.019444
rnd 302: wh-err= 0.999199 th-err= 0.027822 dev= nan test= 0.125000 train= 0.019444
rnd 303: wh-err= 0.999207 th-err= 0.027800 dev= nan test= 0.125000 train= 0.019444
rnd 304: wh-err= 0.999213 th-err= 0.027778 dev= nan test= 0.125000 train= 0.019444
rnd 305: wh-err= 0.999217 th-err= 0.027756 dev= nan test= 0.125000 train= 0.019444
rnd 306: wh-err= 0.999236 th-err= 0.027735 dev= nan test= 0.125000 train= 0.019444
rnd 307: wh-err= 0.999240 th-err= 0.027714 dev= nan test= 0.125000 train= 0.019444
rnd 308: wh-err= 0.999243 th-err= 0.027693 dev= nan test= 0.125000 train= 0.019444
rnd 309: wh-err= 0.999246 th-err= 0.027672 dev= nan test= 0.125000 train= 0.019444
rnd 310: wh-err= 0.999258 th-err= 0.027651 dev= nan test= 0.125000 train= 0.019444
rnd 311: wh-err= 0.999262 th-err= 0.027631 dev= nan test= 0.125000 train= 0.019444
rnd 312: wh-err= 0.999263 th-err= 0.027611 dev= nan test= 0.125000 train= 0.019444
rnd 313: wh-err= 0.999266 th-err= 0.027590 dev= nan test= 0.125000 train= 0.019444
rnd 314: wh-err= 0.999278 th-err= 0.027570 dev= nan test= 0.125000 train= 0.019444
rnd 315: wh-err= 0.999191 th-err= 0.027548 dev= nan test= 0.125000 train= 0.019444
rnd 316: wh-err= 0.999258 th-err= 0.027528 dev= nan test= 0.125000 train= 0.019444
rnd 317: wh-err= 0.999218 th-err= 0.027506 dev= nan test= 0.125000 train= 0.019444
rnd 318: wh-err= 0.999218 th-err= 0.027485 dev= nan test= 0.125000 train= 0.019444
rnd 319: wh-err= 0.999243 th-err= 0.027464 dev= nan test= 0.125000 train= 0.019444
rnd 320: wh-err= 0.999255 th-err= 0.027443 dev= nan test= 0.125000 train= 0.019444
rnd 321: wh-err= 0.999256 th-err= 0.027423 dev= nan test= 0.125000 train= 0.019444
rnd 322: wh-err= 0.999292 th-err= 0.027403 dev= nan test= 0.125000 train= 0.019444
rnd 323: wh-err= 0.999293 th-err= 0.027384 dev= nan test= 0.125000 train= 0.019444
rnd 324: wh-err= 0.999306 th-err= 0.027365 dev= nan test= 0.125000 train= 0.019444
rnd 325: wh-err= 0.999330 th-err= 0.027347 dev= nan test= 0.125000 train= 0.019444
rnd 326: wh-err= 0.999334 th-err= 0.027329 dev= nan test= 0.125000 train= 0.019444
rnd 327: wh-err= 0.999337 th-err= 0.027310 dev= nan test= 0.125000 train= 0.019444
rnd 328: wh-err= 0.999337 th-err= 0.027292 dev= nan test= 0.125000 train= 0.019444
rnd 329: wh-err= 0.999342 th-err= 0.027274 dev= nan test= 0.125000 train= 0.019444
rnd 330: wh-err= 0.999343 th-err= 0.027256 dev= nan test= 0.125000 train= 0.019444
rnd 331: wh-err= 0.999344 th-err= 0.027239 dev= nan test= 0.125000 train= 0.019444
rnd 332: wh-err= 0.999345 th-err= 0.027221 dev= nan test= 0.125000 train= 0.019444
rnd 333: wh-err= 0.999346 th-err= 0.027203 dev= nan test= 0.125000 train= 0.019444
rnd 334: wh-err= 0.999347 th-err= 0.027185 dev= nan test= 0.125000 train= 0.019444
rnd 335: wh-err= 0.999331 th-err= 0.027167 dev= nan test= 0.125000 train= 0.019444
rnd 336: wh-err= 0.999275 th-err= 0.027147 dev= nan test= 0.125000 train= 0.019444
rnd 337: wh-err= 0.999333 th-err= 0.027129 dev= nan test= 0.125000 train= 0.019444
rnd 338: wh-err= 0.999344 th-err= 0.027111 dev= nan test= 0.125000 train= 0.019444
rnd 339: wh-err= 0.999349 th-err= 0.027094 dev= nan test= 0.125000 train= 0.019444
rnd 340: wh-err= 0.999354 th-err= 0.027076 dev= nan test= 0.125000 train= 0.019444
rnd 341: wh-err= 0.999355 th-err= 0.027059 dev= nan test= 0.125000 train= 0.019444
rnd 342: wh-err= 0.999384 th-err= 0.027042 dev= nan test= 0.125000 train= 0.019444
rnd 343: wh-err= 0.999384 th-err= 0.027025 dev= nan test= 0.125000 train= 0.019444
rnd 344: wh-err= 0.999387 th-err= 0.027009 dev= nan test= 0.125000 train= 0.019444
rnd 345: wh-err= 0.999397 th-err= 0.026993 dev= nan test= 0.125000 train= 0.019444
rnd 346: wh-err= 0.999398 th-err= 0.026976 dev= nan test= 0.125000 train= 0.019444
rnd 347: wh-err= 0.999402 th-err= 0.026960 dev= nan test= 0.125000 train= 0.019444
rnd 348: wh-err= 0.999408 th-err= 0.026944 dev= nan test= 0.125000 train= 0.019444
rnd 349: wh-err= 0.999410 th-err= 0.026928 dev= nan test= 0.125000 train= 0.019444
rnd 350: wh-err= 0.999410 th-err= 0.026912 dev= nan test= 0.125000 train= 0.019444
rnd 351: wh-err= 0.999412 th-err= 0.026897 dev= nan test= 0.125000 train= 0.019444
rnd 352: wh-err= 0.999403 th-err= 0.026881 dev= nan test= 0.125000 train= 0.019444
rnd 353: wh-err= 0.999417 th-err= 0.026865 dev= nan test= 0.125000 train= 0.019444
rnd 354: wh-err= 0.999420 th-err= 0.026849 dev= nan test= 0.125000 train= 0.019444
rnd 355: wh-err= 0.999427 th-err= 0.026834 dev= nan test= 0.125000 train= 0.019444
rnd 356: wh-err= 0.999428 th-err= 0.026819 dev= nan test= 0.125000 train= 0.019444
rnd 357: wh-err= 0.999429 th-err= 0.026803 dev= nan test= 0.125000 train= 0.019444
rnd 358: wh-err= 0.999430 th-err= 0.026788 dev= nan test= 0.125000 train= 0.019444
rnd 359: wh-err= 0.999432 th-err= 0.026773 dev= nan test= 0.125000 train= 0.019444
rnd 360: wh-err= 0.999436 th-err= 0.026758 dev= nan test= 0.125000 train= 0.019444
rnd 361: wh-err= 0.999436 th-err= 0.026743 dev= nan test= 0.125000 train= 0.019444
rnd 362: wh-err= 0.999443 th-err= 0.026728 dev= nan test= 0.125000 train= 0.019444
rnd 363: wh-err= 0.999446 th-err= 0.026713 dev= nan test= 0.125000 train= 0.019444
rnd 364: wh-err= 0.999447 th-err= 0.026698 dev= nan test= 0.125000 train= 0.019444
rnd 365: wh-err= 0.999450 th-err= 0.026683 dev= nan test= 0.125000 train= 0.019444
rnd 366: wh-err= 0.999451 th-err= 0.026669 dev= nan test= 0.125000 train= 0.019444
rnd 367: wh-err= 0.999453 th-err= 0.026654 dev= nan test= 0.125000 train= 0.019444
rnd 368: wh-err= 0.999459 th-err= 0.026640 dev= nan test= 0.125000 train= 0.019444
rnd 369: wh-err= 0.999461 th-err= 0.026625 dev= nan test= 0.125000 train= 0.019444
rnd 370: wh-err= 0.999463 th-err= 0.026611 dev= nan test= 0.125000 train= 0.019444
rnd 371: wh-err= 0.999464 th-err= 0.026597 dev= nan test= 0.125000 train= 0.019444
rnd 372: wh-err= 0.999465 th-err= 0.026583 dev= nan test= 0.125000 train= 0.019444
rnd 373: wh-err= 0.999465 th-err= 0.026568 dev= nan test= 0.125000 train= 0.019444
rnd 374: wh-err= 0.999466 th-err= 0.026554 dev= nan test= 0.125000 train= 0.019444
rnd 375: wh-err= 0.999471 th-err= 0.026540 dev= nan test= 0.125000 train= 0.019444
rnd 376: wh-err= 0.999471 th-err= 0.026526 dev= nan test= 0.125000 train= 0.019444
rnd 377: wh-err= 0.999471 th-err= 0.026512 dev= nan test= 0.125000 train= 0.019444
rnd 378: wh-err= 0.999481 th-err= 0.026498 dev= nan test= 0.125000 train= 0.019444
rnd 379: wh-err= 0.999483 th-err= 0.026485 dev= nan test= 0.125000 train= 0.019444
rnd 380: wh-err= 0.999485 th-err= 0.026471 dev= nan test= 0.125000 train= 0.019444
rnd 381: wh-err= 0.999488 th-err= 0.026457 dev= nan test= 0.125000 train= 0.019444
rnd 382: wh-err= 0.999489 th-err= 0.026444 dev= nan test= 0.125000 train= 0.019444
rnd 383: wh-err= 0.999490 th-err= 0.026430 dev= nan test= 0.125000 train= 0.019444
rnd 384: wh-err= 0.999490 th-err= 0.026417 dev= nan test= 0.125000 train= 0.019444
rnd 385: wh-err= 0.999491 th-err= 0.026403 dev= nan test= 0.125000 train= 0.019444
rnd 386: wh-err= 0.999493 th-err= 0.026390 dev= nan test= 0.125000 train= 0.019444
rnd 387: wh-err= 0.999498 th-err= 0.026377 dev= nan test= 0.125000 train= 0.019444
rnd 388: wh-err= 0.999501 th-err= 0.026364 dev= nan test= 0.125000 train= 0.019444
rnd 389: wh-err= 0.999502 th-err= 0.026351 dev= nan test= 0.125000 train= 0.019444
rnd 390: wh-err= 0.999502 th-err= 0.026337 dev= nan test= 0.125000 train= 0.019444
rnd 391: wh-err= 0.999503 th-err= 0.026324 dev= nan test= 0.125000 train= 0.019444
rnd 392: wh-err= 0.999505 th-err= 0.026311 dev= nan test= 0.125000 train= 0.019444
rnd 393: wh-err= 0.999509 th-err= 0.026298 dev= nan test= 0.125000 train= 0.019444
rnd 394: wh-err= 0.999510 th-err= 0.026285 dev= nan test= 0.125000 train= 0.019444
rnd 395: wh-err= 0.999511 th-err= 0.026273 dev= nan test= 0.125000 train= 0.019444
rnd 396: wh-err= 0.999512 th-err= 0.026260 dev= nan test= 0.125000 train= 0.019444
rnd 397: wh-err= 0.999489 th-err= 0.026246 dev= nan test= 0.125000 train= 0.019444
rnd 398: wh-err= 0.999454 th-err= 0.026232 dev= nan test= 0.125000 train= 0.019444
rnd 399: wh-err= 0.999421 th-err= 0.026217 dev= nan test= 0.125000 train= 0.019444
rnd 400: wh-err= 0.999442 th-err= 0.026202 dev= nan test= 0.125000 train= 0.019444
rnd 401: wh-err= 0.999455 th-err= 0.026188 dev= nan test= 0.125000 train= 0.019444
rnd 402: wh-err= 0.999469 th-err= 0.026174 dev= nan test= 0.125000 train= 0.019444
rnd 403: wh-err= 0.999471 th-err= 0.026160 dev= nan test= 0.125000 train= 0.019444
rnd 404: wh-err= 0.999473 th-err= 0.026146 dev= nan test= 0.125000 train= 0.019444
rnd 405: wh-err= 0.999477 th-err= 0.026133 dev= nan test= 0.125000 train= 0.019444
rnd 406: wh-err= 0.999482 th-err= 0.026119 dev= nan test= 0.125000 train= 0.019444
rnd 407: wh-err= 0.999483 th-err= 0.026106 dev= nan test= 0.125000 train= 0.019444
rnd 408: wh-err= 0.999492 th-err= 0.026092 dev= nan test= 0.125000 train= 0.019444
rnd 409: wh-err= 0.999500 th-err= 0.026079 dev= nan test= 0.125000 train= 0.019444
rnd 410: wh-err= 0.999505 th-err= 0.026066 dev= nan test= 0.125000 train= 0.019444
rnd 411: wh-err= 0.999523 th-err= 0.026054 dev= nan test= 0.125000 train= 0.019444
rnd 412: wh-err= 0.999519 th-err= 0.026042 dev= nan test= 0.125000 train= 0.019444
rnd 413: wh-err= 0.999535 th-err= 0.026029 dev= nan test= 0.125000 train= 0.019444
rnd 414: wh-err= 0.999535 th-err= 0.026017 dev= nan test= 0.125000 train= 0.019444
rnd 415: wh-err= 0.999539 th-err= 0.026005 dev= nan test= 0.125000 train= 0.019444
rnd 416: wh-err= 0.999541 th-err= 0.025993 dev= nan test= 0.125000 train= 0.019444
rnd 417: wh-err= 0.999544 th-err= 0.025982 dev= nan test= 0.125000 train= 0.019444
rnd 418: wh-err= 0.999547 th-err= 0.025970 dev= nan test= 0.125000 train= 0.019444
rnd 419: wh-err= 0.999549 th-err= 0.025958 dev= nan test= 0.125000 train= 0.019444
rnd 420: wh-err= 0.999552 th-err= 0.025946 dev= nan test= 0.125000 train= 0.019444
rnd 421: wh-err= 0.999554 th-err= 0.025935 dev= nan test= 0.125000 train= 0.019444
rnd 422: wh-err= 0.999557 th-err= 0.025923 dev= nan test= 0.125000 train= 0.019444
rnd 423: wh-err= 0.999558 th-err= 0.025912 dev= nan test= 0.125000 train= 0.019444
rnd 424: wh-err= 0.999558 th-err= 0.025900 dev= nan test= 0.125000 train= 0.019444
rnd 425: wh-err= 0.999559 th-err= 0.025889 dev= nan test= 0.125000 train= 0.019444
rnd 426: wh-err= 0.999561 th-err= 0.025878 dev= nan test= 0.125000 train= 0.019444
rnd 427: wh-err= 0.999562 th-err= 0.025866 dev= nan test= 0.125000 train= 0.019444
rnd 428: wh-err= 0.999564 th-err= 0.025855 dev= nan test= 0.125000 train= 0.019444
rnd 429: wh-err= 0.999565 th-err= 0.025844 dev= nan test= 0.125000 train= 0.019444
rnd 430: wh-err= 0.999567 th-err= 0.025833 dev= nan test= 0.125000 train= 0.019444
rnd 431: wh-err= 0.999566 th-err= 0.025821 dev= nan test= 0.125000 train= 0.019444
rnd 432: wh-err= 0.999568 th-err= 0.025810 dev= nan test= 0.125000 train= 0.019444
rnd 433: wh-err= 0.999571 th-err= 0.025799 dev= nan test= 0.125000 train= 0.019444
rnd 434: wh-err= 0.999571 th-err= 0.025788 dev= nan test= 0.125000 train= 0.019444
rnd 435: wh-err= 0.999571 th-err= 0.025777 dev= nan test= 0.125000 train= 0.019444
rnd 436: wh-err= 0.999571 th-err= 0.025766 dev= nan test= 0.125000 train= 0.019444
rnd 437: wh-err= 0.999572 th-err= 0.025755 dev= nan test= 0.125000 train= 0.019444
rnd 438: wh-err= 0.999572 th-err= 0.025744 dev= nan test= 0.125000 train= 0.019444
rnd 439: wh-err= 0.999577 th-err= 0.025733 dev= nan test= 0.125000 train= 0.019444
rnd 440: wh-err= 0.999578 th-err= 0.025722 dev= nan test= 0.125000 train= 0.019444
rnd 441: wh-err= 0.999578 th-err= 0.025711 dev= nan test= 0.125000 train= 0.019444
rnd 442: wh-err= 0.999581 th-err= 0.025701 dev= nan test= 0.125000 train= 0.019444
rnd 443: wh-err= 0.999581 th-err= 0.025690 dev= nan test= 0.125000 train= 0.019444
rnd 444: wh-err= 0.999583 th-err= 0.025679 dev= nan test= 0.125000 train= 0.019444
rnd 445: wh-err= 0.999583 th-err= 0.025668 dev= nan test= 0.125000 train= 0.019444
rnd 446: wh-err= 0.999587 th-err= 0.025658 dev= nan test= 0.125000 train= 0.019444
rnd 447: wh-err= 0.999588 th-err= 0.025647 dev= nan test= 0.125000 train= 0.019444
rnd 448: wh-err= 0.999592 th-err= 0.025637 dev= nan test= 0.125000 train= 0.019444
rnd 449: wh-err= 0.999592 th-err= 0.025626 dev= nan test= 0.125000 train= 0.019444
rnd 450: wh-err= 0.999595 th-err= 0.025616 dev= nan test= 0.125000 train= 0.019444
rnd 451: wh-err= 0.999598 th-err= 0.025606 dev= nan test= 0.125000 train= 0.019444
rnd 452: wh-err= 0.999600 th-err= 0.025595 dev= nan test= 0.125000 train= 0.019444
rnd 453: wh-err= 0.999601 th-err= 0.025585 dev= nan test= 0.125000 train= 0.019444
rnd 454: wh-err= 0.999604 th-err= 0.025575 dev= nan test= 0.125000 train= 0.019444
rnd 455: wh-err= 0.999605 th-err= 0.025565 dev= nan test= 0.125000 train= 0.019444
rnd 456: wh-err= 0.999605 th-err= 0.025555 dev= nan test= 0.125000 train= 0.019444
rnd 457: wh-err= 0.999606 th-err= 0.025545 dev= nan test= 0.125000 train= 0.019444
rnd 458: wh-err= 0.999606 th-err= 0.025535 dev= nan test= 0.125000 train= 0.019444
rnd 459: wh-err= 0.999608 th-err= 0.025525 dev= nan test= 0.125000 train= 0.019444
rnd 460: wh-err= 0.999612 th-err= 0.025515 dev= nan test= 0.125000 train= 0.019444
rnd 461: wh-err= 0.999613 th-err= 0.025505 dev= nan test= 0.125000 train= 0.019444
rnd 462: wh-err= 0.999614 th-err= 0.025495 dev= nan test= 0.125000 train= 0.019444
rnd 463: wh-err= 0.999615 th-err= 0.025485 dev= nan test= 0.125000 train= 0.019444
rnd 464: wh-err= 0.999615 th-err= 0.025475 dev= nan test= 0.125000 train= 0.019444
rnd 465: wh-err= 0.999618 th-err= 0.025466 dev= nan test= 0.125000 train= 0.019444
rnd 466: wh-err= 0.999618 th-err= 0.025456 dev= nan test= 0.125000 train= 0.019444
rnd 467: wh-err= 0.999619 th-err= 0.025446 dev= nan test= 0.125000 train= 0.019444
rnd 468: wh-err= 0.999619 th-err= 0.025437 dev= nan test= 0.125000 train= 0.019444
rnd 469: wh-err= 0.999620 th-err= 0.025427 dev= nan test= 0.125000 train= 0.019444
rnd 470: wh-err= 0.999621 th-err= 0.025417 dev= nan test= 0.125000 train= 0.019444
rnd 471: wh-err= 0.999624 th-err= 0.025408 dev= nan test= 0.125000 train= 0.019444
rnd 472: wh-err= 0.999626 th-err= 0.025398 dev= nan test= 0.125000 train= 0.019444
rnd 473: wh-err= 0.999626 th-err= 0.025389 dev= nan test= 0.125000 train= 0.019444
rnd 474: wh-err= 0.999627 th-err= 0.025379 dev= nan test= 0.125000 train= 0.019444
rnd 475: wh-err= 0.999628 th-err= 0.025370 dev= nan test= 0.125000 train= 0.019444
rnd 476: wh-err= 0.999629 th-err= 0.025360 dev= nan test= 0.125000 train= 0.019444
rnd 477: wh-err= 0.999629 th-err= 0.025351 dev= nan test= 0.125000 train= 0.019444
rnd 478: wh-err= 0.999629 th-err= 0.025342 dev= nan test= 0.125000 train= 0.019444
rnd 479: wh-err= 0.999630 th-err= 0.025332 dev= nan test= 0.125000 train= 0.019444
rnd 480: wh-err= 0.999630 th-err= 0.025323 dev= nan test= 0.125000 train= 0.019444
rnd 481: wh-err= 0.999630 th-err= 0.025313 dev= nan test= 0.125000 train= 0.019444
rnd 482: wh-err= 0.999633 th-err= 0.025304 dev= nan test= 0.125000 train= 0.019444
rnd 483: wh-err= 0.999633 th-err= 0.025295 dev= nan test= 0.125000 train= 0.019444
rnd 484: wh-err= 0.999634 th-err= 0.025286 dev= nan test= 0.125000 train= 0.019444
rnd 485: wh-err= 0.999635 th-err= 0.025276 dev= nan test= 0.125000 train= 0.019444
rnd 486: wh-err= 0.999635 th-err= 0.025267 dev= nan test= 0.125000 train= 0.019444
rnd 487: wh-err= 0.999635 th-err= 0.025258 dev= nan test= 0.125000 train= 0.019444
rnd 488: wh-err= 0.999636 th-err= 0.025249 dev= nan test= 0.125000 train= 0.019444
rnd 489: wh-err= 0.999639 th-err= 0.025240 dev= nan test= 0.125000 train= 0.019444
rnd 490: wh-err= 0.999640 th-err= 0.025231 dev= nan test= 0.125000 train= 0.019444
rnd 491: wh-err= 0.999640 th-err= 0.025221 dev= nan test= 0.125000 train= 0.019444
rnd 492: wh-err= 0.999642 th-err= 0.025212 dev= nan test= 0.125000 train= 0.019444
rnd 493: wh-err= 0.999644 th-err= 0.025203 dev= nan test= 0.125000 train= 0.019444
rnd 494: wh-err= 0.999644 th-err= 0.025194 dev= nan test= 0.125000 train= 0.019444
rnd 495: wh-err= 0.999646 th-err= 0.025186 dev= nan test= 0.125000 train= 0.019444
rnd 496: wh-err= 0.999646 th-err= 0.025177 dev= nan test= 0.125000 train= 0.019444
rnd 497: wh-err= 0.999646 th-err= 0.025168 dev= nan test= 0.125000 train= 0.019444
rnd 498: wh-err= 0.999648 th-err= 0.025159 dev= nan test= 0.125000 train= 0.019444
rnd 499: wh-err= 0.999649 th-err= 0.025150 dev= nan test= 0.125000 train= 0.019444
rnd 500: wh-err= 0.999649 th-err= 0.025141 dev= nan test= 0.125000 train= 0.019444
rnd 501: wh-err= 0.999649 th-err= 0.025132 dev= nan test= 0.125000 train= 0.019444
rnd 502: wh-err= 0.999649 th-err= 0.025124 dev= nan test= 0.125000 train= 0.019444
rnd 503: wh-err= 0.999650 th-err= 0.025115 dev= nan test= 0.125000 train= 0.019444
rnd 504: wh-err= 0.999653 th-err= 0.025106 dev= nan test= 0.125000 train= 0.019444
rnd 505: wh-err= 0.999653 th-err= 0.025097 dev= nan test= 0.125000 train= 0.019444
rnd 506: wh-err= 0.999655 th-err= 0.025089 dev= nan test= 0.125000 train= 0.019444
rnd 507: wh-err= 0.999651 th-err= 0.025080 dev= nan test= 0.125000 train= 0.019444
rnd 508: wh-err= 0.999654 th-err= 0.025071 dev= nan test= 0.125000 train= 0.019444
rnd 509: wh-err= 0.999657 th-err= 0.025063 dev= nan test= 0.125000 train= 0.019444
rnd 510: wh-err= 0.999657 th-err= 0.025054 dev= nan test= 0.125000 train= 0.019444
rnd 511: wh-err= 0.999658 th-err= 0.025045 dev= nan test= 0.125000 train= 0.019444
rnd 512: wh-err= 0.999662 th-err= 0.025037 dev= nan test= 0.125000 train= 0.019444
rnd 513: wh-err= 0.999663 th-err= 0.025029 dev= nan test= 0.125000 train= 0.019444
rnd 514: wh-err= 0.999664 th-err= 0.025020 dev= nan test= 0.125000 train= 0.019444
rnd 515: wh-err= 0.999664 th-err= 0.025012 dev= nan test= 0.125000 train= 0.019444
rnd 516: wh-err= 0.999664 th-err= 0.025003 dev= nan test= 0.125000 train= 0.019444
rnd 517: wh-err= 0.999666 th-err= 0.024995 dev= nan test= 0.125000 train= 0.019444
rnd 518: wh-err= 0.999667 th-err= 0.024987 dev= nan test= 0.125000 train= 0.019444
rnd 519: wh-err= 0.999668 th-err= 0.024978 dev= nan test= 0.125000 train= 0.019444
rnd 520: wh-err= 0.999670 th-err= 0.024970 dev= nan test= 0.125000 train= 0.019444
rnd 521: wh-err= 0.999670 th-err= 0.024962 dev= nan test= 0.125000 train= 0.019444
rnd 522: wh-err= 0.999670 th-err= 0.024954 dev= nan test= 0.125000 train= 0.019444
rnd 523: wh-err= 0.999671 th-err= 0.024945 dev= nan test= 0.125000 train= 0.019444
rnd 524: wh-err= 0.999671 th-err= 0.024937 dev= nan test= 0.125000 train= 0.019444
rnd 525: wh-err= 0.999671 th-err= 0.024929 dev= nan test= 0.125000 train= 0.019444
rnd 526: wh-err= 0.999672 th-err= 0.024921 dev= nan test= 0.125000 train= 0.019444
rnd 527: wh-err= 0.999673 th-err= 0.024913 dev= nan test= 0.125000 train= 0.019444
rnd 528: wh-err= 0.999673 th-err= 0.024905 dev= nan test= 0.125000 train= 0.019444
rnd 529: wh-err= 0.999673 th-err= 0.024896 dev= nan test= 0.125000 train= 0.019444
rnd 530: wh-err= 0.999674 th-err= 0.024888 dev= nan test= 0.125000 train= 0.019444
rnd 531: wh-err= 0.999674 th-err= 0.024880 dev= nan test= 0.125000 train= 0.019444
rnd 532: wh-err= 0.999674 th-err= 0.024872 dev= nan test= 0.125000 train= 0.019444
rnd 533: wh-err= 0.999675 th-err= 0.024864 dev= nan test= 0.125000 train= 0.019444
rnd 534: wh-err= 0.999675 th-err= 0.024856 dev= nan test= 0.125000 train= 0.019444
rnd 535: wh-err= 0.999676 th-err= 0.024848 dev= nan test= 0.125000 train= 0.019444
rnd 536: wh-err= 0.999678 th-err= 0.024840 dev= nan test= 0.125000 train= 0.019444
rnd 537: wh-err= 0.999679 th-err= 0.024832 dev= nan test= 0.125000 train= 0.019444
rnd 538: wh-err= 0.999679 th-err= 0.024824 dev= nan test= 0.125000 train= 0.019444
rnd 539: wh-err= 0.999680 th-err= 0.024816 dev= nan test= 0.125000 train= 0.019444
rnd 540: wh-err= 0.999680 th-err= 0.024808 dev= nan test= 0.125000 train= 0.019444
rnd 541: wh-err= 0.999681 th-err= 0.024800 dev= nan test= 0.125000 train= 0.019444
rnd 542: wh-err= 0.999681 th-err= 0.024792 dev= nan test= 0.125000 train= 0.019444
rnd 543: wh-err= 0.999683 th-err= 0.024784 dev= nan test= 0.125000 train= 0.019444
rnd 544: wh-err= 0.999684 th-err= 0.024777 dev= nan test= 0.125000 train= 0.019444
rnd 545: wh-err= 0.999686 th-err= 0.024769 dev= nan test= 0.125000 train= 0.019444
rnd 546: wh-err= 0.999686 th-err= 0.024761 dev= nan test= 0.125000 train= 0.019444
rnd 547: wh-err= 0.999686 th-err= 0.024753 dev= nan test= 0.125000 train= 0.019444
rnd 548: wh-err= 0.999686 th-err= 0.024745 dev= nan test= 0.125000 train= 0.019444
rnd 549: wh-err= 0.999687 th-err= 0.024738 dev= nan test= 0.125000 train= 0.019444
rnd 550: wh-err= 0.999688 th-err= 0.024730 dev= nan test= 0.125000 train= 0.019444
rnd 551: wh-err= 0.999689 th-err= 0.024722 dev= nan test= 0.125000 train= 0.019444
rnd 552: wh-err= 0.999688 th-err= 0.024714 dev= nan test= 0.125000 train= 0.019444
rnd 553: wh-err= 0.999688 th-err= 0.024707 dev= nan test= 0.125000 train= 0.019444
rnd 554: wh-err= 0.999689 th-err= 0.024699 dev= nan test= 0.125000 train= 0.019444
rnd 555: wh-err= 0.999689 th-err= 0.024691 dev= nan test= 0.125000 train= 0.019444
rnd 556: wh-err= 0.999689 th-err= 0.024684 dev= nan test= 0.125000 train= 0.019444
rnd 557: wh-err= 0.999691 th-err= 0.024676 dev= nan test= 0.125000 train= 0.019444
rnd 558: wh-err= 0.999691 th-err= 0.024668 dev= nan test= 0.125000 train= 0.019444
rnd 559: wh-err= 0.999691 th-err= 0.024661 dev= nan test= 0.125000 train= 0.019444
rnd 560: wh-err= 0.999691 th-err= 0.024653 dev= nan test= 0.125000 train= 0.019444
rnd 561: wh-err= 0.999692 th-err= 0.024646 dev= nan test= 0.125000 train= 0.019444
rnd 562: wh-err= 0.999693 th-err= 0.024638 dev= nan test= 0.125000 train= 0.019444
rnd 563: wh-err= 0.999694 th-err= 0.024631 dev= nan test= 0.125000 train= 0.019444
rnd 564: wh-err= 0.999695 th-err= 0.024623 dev= nan test= 0.125000 train= 0.019444
rnd 565: wh-err= 0.999697 th-err= 0.024616 dev= nan test= 0.125000 train= 0.019444
rnd 566: wh-err= 0.999697 th-err= 0.024608 dev= nan test= 0.125000 train= 0.019444
rnd 567: wh-err= 0.999698 th-err= 0.024601 dev= nan test= 0.125000 train= 0.019444
rnd 568: wh-err= 0.999698 th-err= 0.024593 dev= nan test= 0.125000 train= 0.019444
rnd 569: wh-err= 0.999700 th-err= 0.024586 dev= nan test= 0.125000 train= 0.019444
rnd 570: wh-err= 0.999693 th-err= 0.024578 dev= nan test= 0.125000 train= 0.019444
rnd 571: wh-err= 0.999672 th-err= 0.024570 dev= nan test= 0.125000 train= 0.019444
rnd 572: wh-err= 0.999671 th-err= 0.024562 dev= nan test= 0.125000 train= 0.019444
rnd 573: wh-err= 0.999686 th-err= 0.024554 dev= nan test= 0.125000 train= 0.019444
rnd 574: wh-err= 0.999691 th-err= 0.024547 dev= nan test= 0.125000 train= 0.019444
rnd 575: wh-err= 0.999695 th-err= 0.024539 dev= nan test= 0.150000 train= 0.019444
rnd 576: wh-err= 0.999701 th-err= 0.024532 dev= nan test= 0.150000 train= 0.019444
rnd 577: wh-err= 0.999702 th-err= 0.024525 dev= nan test= 0.150000 train= 0.019444
rnd 578: wh-err= 0.999702 th-err= 0.024517 dev= nan test= 0.150000 train= 0.019444
rnd 579: wh-err= 0.999702 th-err= 0.024510 dev= nan test= 0.150000 train= 0.019444
rnd 580: wh-err= 0.999703 th-err= 0.024503 dev= nan test= 0.150000 train= 0.019444
rnd 581: wh-err= 0.999705 th-err= 0.024496 dev= nan test= 0.150000 train= 0.019444
rnd 582: wh-err= 0.999706 th-err= 0.024488 dev= nan test= 0.150000 train= 0.019444
rnd 583: wh-err= 0.999709 th-err= 0.024481 dev= nan test= 0.150000 train= 0.019444
rnd 584: wh-err= 0.999709 th-err= 0.024474 dev= nan test= 0.150000 train= 0.019444
rnd 585: wh-err= 0.999709 th-err= 0.024467 dev= nan test= 0.150000 train= 0.019444
rnd 586: wh-err= 0.999711 th-err= 0.024460 dev= nan test= 0.150000 train= 0.019444
rnd 587: wh-err= 0.999711 th-err= 0.024453 dev= nan test= 0.150000 train= 0.019444
rnd 588: wh-err= 0.999713 th-err= 0.024446 dev= nan test= 0.150000 train= 0.019444
rnd 589: wh-err= 0.999713 th-err= 0.024439 dev= nan test= 0.150000 train= 0.019444
rnd 590: wh-err= 0.999713 th-err= 0.024432 dev= nan test= 0.150000 train= 0.019444
rnd 591: wh-err= 0.999713 th-err= 0.024425 dev= nan test= 0.150000 train= 0.019444
rnd 592: wh-err= 0.999713 th-err= 0.024418 dev= nan test= 0.150000 train= 0.019444
rnd 593: wh-err= 0.999717 th-err= 0.024411 dev= nan test= 0.150000 train= 0.019444
rnd 594: wh-err= 0.999717 th-err= 0.024404 dev= nan test= 0.150000 train= 0.019444
rnd 595: wh-err= 0.999717 th-err= 0.024397 dev= nan test= 0.150000 train= 0.019444
rnd 596: wh-err= 0.999717 th-err= 0.024390 dev= nan test= 0.150000 train= 0.019444
rnd 597: wh-err= 0.999718 th-err= 0.024383 dev= nan test= 0.150000 train= 0.019444
rnd 598: wh-err= 0.999719 th-err= 0.024376 dev= nan test= 0.150000 train= 0.019444
rnd 599: wh-err= 0.999719 th-err= 0.024370 dev= nan test= 0.150000 train= 0.019444
rnd 600: wh-err= 0.999719 th-err= 0.024363 dev= nan test= 0.150000 train= 0.019444
rnd 601: wh-err= 0.999719 th-err= 0.024356 dev= nan test= 0.150000 train= 0.019444
rnd 602: wh-err= 0.999720 th-err= 0.024349 dev= nan test= 0.150000 train= 0.019444
rnd 603: wh-err= 0.999720 th-err= 0.024342 dev= nan test= 0.150000 train= 0.019444
rnd 604: wh-err= 0.999723 th-err= 0.024336 dev= nan test= 0.150000 train= 0.019444
rnd 605: wh-err= 0.999722 th-err= 0.024329 dev= nan test= 0.150000 train= 0.019444
rnd 606: wh-err= 0.999716 th-err= 0.024322 dev= nan test= 0.150000 train= 0.019444
rnd 607: wh-err= 0.999720 th-err= 0.024315 dev= nan test= 0.150000 train= 0.019444
rnd 608: wh-err= 0.999722 th-err= 0.024308 dev= nan test= 0.150000 train= 0.019444
rnd 609: wh-err= 0.999723 th-err= 0.024302 dev= nan test= 0.150000 train= 0.019444
rnd 610: wh-err= 0.999723 th-err= 0.024295 dev= nan test= 0.150000 train= 0.019444
rnd 611: wh-err= 0.999723 th-err= 0.024288 dev= nan test= 0.150000 train= 0.019444
rnd 612: wh-err= 0.999724 th-err= 0.024281 dev= nan test= 0.150000 train= 0.019444
rnd 613: wh-err= 0.999725 th-err= 0.024275 dev= nan test= 0.150000 train= 0.019444
rnd 614: wh-err= 0.999725 th-err= 0.024268 dev= nan test= 0.150000 train= 0.019444
rnd 615: wh-err= 0.999725 th-err= 0.024261 dev= nan test= 0.150000 train= 0.019444
rnd 616: wh-err= 0.999728 th-err= 0.024255 dev= nan test= 0.150000 train= 0.019444
rnd 617: wh-err= 0.999729 th-err= 0.024248 dev= nan test= 0.150000 train= 0.019444
rnd 618: wh-err= 0.999730 th-err= 0.024242 dev= nan test= 0.150000 train= 0.019444
rnd 619: wh-err= 0.999731 th-err= 0.024235 dev= nan test= 0.150000 train= 0.019444
rnd 620: wh-err= 0.999732 th-err= 0.024229 dev= nan test= 0.150000 train= 0.019444
rnd 621: wh-err= 0.999732 th-err= 0.024222 dev= nan test= 0.150000 train= 0.019444
rnd 622: wh-err= 0.999729 th-err= 0.024216 dev= nan test= 0.150000 train= 0.019444
rnd 623: wh-err= 0.999731 th-err= 0.024209 dev= nan test= 0.150000 train= 0.019444
rnd 624: wh-err= 0.999681 th-err= 0.024201 dev= nan test= 0.150000 train= 0.019444
rnd 625: wh-err= 0.999685 th-err= 0.024194 dev= nan test= 0.150000 train= 0.019444
rnd 626: wh-err= 0.999713 th-err= 0.024187 dev= nan test= 0.150000 train= 0.019444
rnd 627: wh-err= 0.999715 th-err= 0.024180 dev= nan test= 0.150000 train= 0.019444
rnd 628: wh-err= 0.999722 th-err= 0.024173 dev= nan test= 0.150000 train= 0.019444
rnd 629: wh-err= 0.999729 th-err= 0.024167 dev= nan test= 0.150000 train= 0.019444
rnd 630: wh-err= 0.999732 th-err= 0.024160 dev= nan test= 0.150000 train= 0.019444
rnd 631: wh-err= 0.999733 th-err= 0.024154 dev= nan test= 0.150000 train= 0.019444
rnd 632: wh-err= 0.999734 th-err= 0.024147 dev= nan test= 0.150000 train= 0.019444
rnd 633: wh-err= 0.999735 th-err= 0.024141 dev= nan test= 0.150000 train= 0.019444
rnd 634: wh-err= 0.999735 th-err= 0.024134 dev= nan test= 0.150000 train= 0.019444
rnd 635: wh-err= 0.999735 th-err= 0.024128 dev= nan test= 0.150000 train= 0.019444
rnd 636: wh-err= 0.999738 th-err= 0.024122 dev= nan test= 0.150000 train= 0.019444
rnd 637: wh-err= 0.999739 th-err= 0.024115 dev= nan test= 0.150000 train= 0.019444
rnd 638: wh-err= 0.999740 th-err= 0.024109 dev= nan test= 0.150000 train= 0.019444
rnd 639: wh-err= 0.999740 th-err= 0.024103 dev= nan test= 0.150000 train= 0.019444
rnd 640: wh-err= 0.999737 th-err= 0.024097 dev= nan test= 0.150000 train= 0.019444
rnd 641: wh-err= 0.999742 th-err= 0.024090 dev= nan test= 0.150000 train= 0.019444
rnd 642: wh-err= 0.999743 th-err= 0.024084 dev= nan test= 0.150000 train= 0.019444
rnd 643: wh-err= 0.999744 th-err= 0.024078 dev= nan test= 0.150000 train= 0.019444
rnd 644: wh-err= 0.999744 th-err= 0.024072 dev= nan test= 0.150000 train= 0.019444
rnd 645: wh-err= 0.999745 th-err= 0.024066 dev= nan test= 0.150000 train= 0.019444
rnd 646: wh-err= 0.999746 th-err= 0.024060 dev= nan test= 0.150000 train= 0.019444
rnd 647: wh-err= 0.999747 th-err= 0.024053 dev= nan test= 0.150000 train= 0.019444
rnd 648: wh-err= 0.999747 th-err= 0.024047 dev= nan test= 0.150000 train= 0.019444
rnd 649: wh-err= 0.999747 th-err= 0.024041 dev= nan test= 0.150000 train= 0.019444
rnd 650: wh-err= 0.999748 th-err= 0.024035 dev= nan test= 0.150000 train= 0.019444
rnd 651: wh-err= 0.999748 th-err= 0.024029 dev= nan test= 0.150000 train= 0.019444
rnd 652: wh-err= 0.999748 th-err= 0.024023 dev= nan test= 0.150000 train= 0.019444
rnd 653: wh-err= 0.999749 th-err= 0.024017 dev= nan test= 0.150000 train= 0.019444
rnd 654: wh-err= 0.999749 th-err= 0.024011 dev= nan test= 0.150000 train= 0.019444
rnd 655: wh-err= 0.999750 th-err= 0.024005 dev= nan test= 0.150000 train= 0.019444
rnd 656: wh-err= 0.999750 th-err= 0.023999 dev= nan test= 0.150000 train= 0.019444
rnd 657: wh-err= 0.999751 th-err= 0.023993 dev= nan test= 0.150000 train= 0.019444
rnd 658: wh-err= 0.999751 th-err= 0.023987 dev= nan test= 0.150000 train= 0.019444
rnd 659: wh-err= 0.999751 th-err= 0.023981 dev= nan test= 0.150000 train= 0.019444
rnd 660: wh-err= 0.999751 th-err= 0.023975 dev= nan test= 0.150000 train= 0.019444
rnd 661: wh-err= 0.999752 th-err= 0.023969 dev= nan test= 0.150000 train= 0.019444
rnd 662: wh-err= 0.999752 th-err= 0.023963 dev= nan test= 0.150000 train= 0.019444
rnd 663: wh-err= 0.999753 th-err= 0.023957 dev= nan test= 0.150000 train= 0.019444
rnd 664: wh-err= 0.999754 th-err= 0.023952 dev= nan test= 0.150000 train= 0.019444
rnd 665: wh-err= 0.999754 th-err= 0.023946 dev= nan test= 0.150000 train= 0.019444
rnd 666: wh-err= 0.999754 th-err= 0.023940 dev= nan test= 0.150000 train= 0.019444
rnd 667: wh-err= 0.999754 th-err= 0.023934 dev= nan test= 0.150000 train= 0.019444
rnd 668: wh-err= 0.999755 th-err= 0.023928 dev= nan test= 0.150000 train= 0.019444
rnd 669: wh-err= 0.999756 th-err= 0.023922 dev= nan test= 0.150000 train= 0.019444
rnd 670: wh-err= 0.999757 th-err= 0.023916 dev= nan test= 0.150000 train= 0.019444
rnd 671: wh-err= 0.999757 th-err= 0.023911 dev= nan test= 0.150000 train= 0.019444
rnd 672: wh-err= 0.999758 th-err= 0.023905 dev= nan test= 0.150000 train= 0.019444
rnd 673: wh-err= 0.999760 th-err= 0.023899 dev= nan test= 0.150000 train= 0.019444
rnd 674: wh-err= 0.999760 th-err= 0.023893 dev= nan test= 0.150000 train= 0.019444
rnd 675: wh-err= 0.999760 th-err= 0.023888 dev= nan test= 0.150000 train= 0.019444
rnd 676: wh-err= 0.999761 th-err= 0.023882 dev= nan test= 0.150000 train= 0.019444
rnd 677: wh-err= 0.999761 th-err= 0.023876 dev= nan test= 0.150000 train= 0.019444
rnd 678: wh-err= 0.999761 th-err= 0.023870 dev= nan test= 0.150000 train= 0.019444
rnd 679: wh-err= 0.999762 th-err= 0.023865 dev= nan test= 0.150000 train= 0.019444
rnd 680: wh-err= 0.999762 th-err= 0.023859 dev= nan test= 0.150000 train= 0.019444
rnd 681: wh-err= 0.999758 th-err= 0.023853 dev= nan test= 0.150000 train= 0.019444
rnd 682: wh-err= 0.999742 th-err= 0.023847 dev= nan test= 0.150000 train= 0.019444
rnd 683: wh-err= 0.999750 th-err= 0.023841 dev= nan test= 0.150000 train= 0.019444
rnd 684: wh-err= 0.999752 th-err= 0.023835 dev= nan test= 0.150000 train= 0.019444
rnd 685: wh-err= 0.999757 th-err= 0.023829 dev= nan test= 0.150000 train= 0.019444
rnd 686: wh-err= 0.999758 th-err= 0.023824 dev= nan test= 0.150000 train= 0.019444
rnd 687: wh-err= 0.999761 th-err= 0.023818 dev= nan test= 0.150000 train= 0.019444
rnd 688: wh-err= 0.999761 th-err= 0.023812 dev= nan test= 0.150000 train= 0.019444
rnd 689: wh-err= 0.999761 th-err= 0.023807 dev= nan test= 0.150000 train= 0.019444
rnd 690: wh-err= 0.999762 th-err= 0.023801 dev= nan test= 0.150000 train= 0.019444
rnd 691: wh-err= 0.999762 th-err= 0.023795 dev= nan test= 0.150000 train= 0.019444
rnd 692: wh-err= 0.999762 th-err= 0.023790 dev= nan test= 0.150000 train= 0.019444
rnd 693: wh-err= 0.999763 th-err= 0.023784 dev= nan test= 0.150000 train= 0.019444
rnd 694: wh-err= 0.999764 th-err= 0.023778 dev= nan test= 0.150000 train= 0.019444
rnd 695: wh-err= 0.999766 th-err= 0.023773 dev= nan test= 0.150000 train= 0.019444
rnd 696: wh-err= 0.999766 th-err= 0.023767 dev= nan test= 0.150000 train= 0.019444
rnd 697: wh-err= 0.999767 th-err= 0.023762 dev= nan test= 0.150000 train= 0.019444
rnd 698: wh-err= 0.999767 th-err= 0.023756 dev= nan test= 0.150000 train= 0.019444
rnd 699: wh-err= 0.999767 th-err= 0.023751 dev= nan test= 0.150000 train= 0.019444
rnd 700: wh-err= 0.999767 th-err= 0.023745 dev= nan test= 0.150000 train= 0.019444
rnd 701: wh-err= 0.999768 th-err= 0.023739 dev= nan test= 0.150000 train= 0.019444
rnd 702: wh-err= 0.999768 th-err= 0.023734 dev= nan test= 0.150000 train= 0.019444
rnd 703: wh-err= 0.999768 th-err= 0.023728 dev= nan test= 0.150000 train= 0.019444
rnd 704: wh-err= 0.999769 th-err= 0.023723 dev= nan test= 0.150000 train= 0.019444
rnd 705: wh-err= 0.999769 th-err= 0.023718 dev= nan test= 0.150000 train= 0.019444
rnd 706: wh-err= 0.999770 th-err= 0.023712 dev= nan test= 0.150000 train= 0.019444
rnd 707: wh-err= 0.999770 th-err= 0.023707 dev= nan test= 0.150000 train= 0.019444
rnd 708: wh-err= 0.999770 th-err= 0.023701 dev= nan test= 0.150000 train= 0.019444
rnd 709: wh-err= 0.999772 th-err= 0.023696 dev= nan test= 0.150000 train= 0.019444
rnd 710: wh-err= 0.999771 th-err= 0.023690 dev= nan test= 0.150000 train= 0.019444
rnd 711: wh-err= 0.999773 th-err= 0.023685 dev= nan test= 0.150000 train= 0.019444
rnd 712: wh-err= 0.999773 th-err= 0.023680 dev= nan test= 0.150000 train= 0.019444
rnd 713: wh-err= 0.999773 th-err= 0.023674 dev= nan test= 0.150000 train= 0.019444
rnd 714: wh-err= 0.999774 th-err= 0.023669 dev= nan test= 0.150000 train= 0.019444
rnd 715: wh-err= 0.999774 th-err= 0.023664 dev= nan test= 0.150000 train= 0.019444
rnd 716: wh-err= 0.999775 th-err= 0.023658 dev= nan test= 0.150000 train= 0.019444
rnd 717: wh-err= 0.999776 th-err= 0.023653 dev= nan test= 0.150000 train= 0.019444
rnd 718: wh-err= 0.999776 th-err= 0.023648 dev= nan test= 0.150000 train= 0.019444
rnd 719: wh-err= 0.999776 th-err= 0.023642 dev= nan test= 0.150000 train= 0.019444
rnd 720: wh-err= 0.999776 th-err= 0.023637 dev= nan test= 0.150000 train= 0.019444
rnd 721: wh-err= 0.999778 th-err= 0.023632 dev= nan test= 0.150000 train= 0.019444
rnd 722: wh-err= 0.999778 th-err= 0.023627 dev= nan test= 0.150000 train= 0.019444
rnd 723: wh-err= 0.999779 th-err= 0.023621 dev= nan test= 0.150000 train= 0.019444
rnd 724: wh-err= 0.999779 th-err= 0.023616 dev= nan test= 0.150000 train= 0.019444
rnd 725: wh-err= 0.999780 th-err= 0.023611 dev= nan test= 0.150000 train= 0.019444
rnd 726: wh-err= 0.999780 th-err= 0.023606 dev= nan test= 0.150000 train= 0.019444
rnd 727: wh-err= 0.999779 th-err= 0.023600 dev= nan test= 0.150000 train= 0.019444
rnd 728: wh-err= 0.999766 th-err= 0.023595 dev= nan test= 0.150000 train= 0.019444
rnd 729: wh-err= 0.999768 th-err= 0.023589 dev= nan test= 0.150000 train= 0.019444
rnd 730: wh-err= 0.999778 th-err= 0.023584 dev= nan test= 0.150000 train= 0.019444
rnd 731: wh-err= 0.999780 th-err= 0.023579 dev= nan test= 0.150000 train= 0.019444
rnd 732: wh-err= 0.999780 th-err= 0.023574 dev= nan test= 0.150000 train= 0.019444
rnd 733: wh-err= 0.999781 th-err= 0.023569 dev= nan test= 0.150000 train= 0.019444
rnd 734: wh-err= 0.999781 th-err= 0.023564 dev= nan test= 0.150000 train= 0.019444
rnd 735: wh-err= 0.999781 th-err= 0.023558 dev= nan test= 0.150000 train= 0.019444
rnd 736: wh-err= 0.999781 th-err= 0.023553 dev= nan test= 0.150000 train= 0.019444
rnd 737: wh-err= 0.999781 th-err= 0.023548 dev= nan test= 0.150000 train= 0.019444
rnd 738: wh-err= 0.999782 th-err= 0.023543 dev= nan test= 0.150000 train= 0.019444
rnd 739: wh-err= 0.999782 th-err= 0.023538 dev= nan test= 0.150000 train= 0.019444
rnd 740: wh-err= 0.999782 th-err= 0.023533 dev= nan test= 0.150000 train= 0.019444
rnd 741: wh-err= 0.999782 th-err= 0.023528 dev= nan test= 0.150000 train= 0.019444
rnd 742: wh-err= 0.999782 th-err= 0.023522 dev= nan test= 0.150000 train= 0.019444
rnd 743: wh-err= 0.999783 th-err= 0.023517 dev= nan test= 0.150000 train= 0.019444
rnd 744: wh-err= 0.999783 th-err= 0.023512 dev= nan test= 0.150000 train= 0.019444
rnd 745: wh-err= 0.999784 th-err= 0.023507 dev= nan test= 0.150000 train= 0.019444
rnd 746: wh-err= 0.999784 th-err= 0.023502 dev= nan test= 0.150000 train= 0.019444
rnd 747: wh-err= 0.999784 th-err= 0.023497 dev= nan test= 0.150000 train= 0.019444
rnd 748: wh-err= 0.999784 th-err= 0.023492 dev= nan test= 0.150000 train= 0.019444
rnd 749: wh-err= 0.999787 th-err= 0.023487 dev= nan test= 0.150000 train= 0.019444
rnd 750: wh-err= 0.999787 th-err= 0.023482 dev= nan test= 0.150000 train= 0.019444
rnd 751: wh-err= 0.999787 th-err= 0.023477 dev= nan test= 0.150000 train= 0.019444
rnd 752: wh-err= 0.999787 th-err= 0.023472 dev= nan test= 0.150000 train= 0.019444
rnd 753: wh-err= 0.999788 th-err= 0.023467 dev= nan test= 0.150000 train= 0.019444
rnd 754: wh-err= 0.999788 th-err= 0.023462 dev= nan test= 0.150000 train= 0.019444
rnd 755: wh-err= 0.999788 th-err= 0.023457 dev= nan test= 0.150000 train= 0.019444
rnd 756: wh-err= 0.999788 th-err= 0.023452 dev= nan test= 0.150000 train= 0.019444
rnd 757: wh-err= 0.999789 th-err= 0.023447 dev= nan test= 0.150000 train= 0.019444
rnd 758: wh-err= 0.999789 th-err= 0.023442 dev= nan test= 0.150000 train= 0.019444
rnd 759: wh-err= 0.999789 th-err= 0.023437 dev= nan test= 0.150000 train= 0.019444
rnd 760: wh-err= 0.999791 th-err= 0.023432 dev= nan test= 0.150000 train= 0.019444
rnd 761: wh-err= 0.999791 th-err= 0.023427 dev= nan test= 0.150000 train= 0.019444
rnd 762: wh-err= 0.999789 th-err= 0.023422 dev= nan test= 0.150000 train= 0.019444
rnd 763: wh-err= 0.999791 th-err= 0.023417 dev= nan test= 0.150000 train= 0.019444
rnd 764: wh-err= 0.999792 th-err= 0.023413 dev= nan test= 0.150000 train= 0.019444
rnd 765: wh-err= 0.999792 th-err= 0.023408 dev= nan test= 0.150000 train= 0.019444
rnd 766: wh-err= 0.999792 th-err= 0.023403 dev= nan test= 0.150000 train= 0.019444
rnd 767: wh-err= 0.999793 th-err= 0.023398 dev= nan test= 0.150000 train= 0.019444
rnd 768: wh-err= 0.999794 th-err= 0.023393 dev= nan test= 0.150000 train= 0.019444
rnd 769: wh-err= 0.999794 th-err= 0.023388 dev= nan test= 0.150000 train= 0.019444
rnd 770: wh-err= 0.999794 th-err= 0.023384 dev= nan test= 0.150000 train= 0.019444
rnd 771: wh-err= 0.999794 th-err= 0.023379 dev= nan test= 0.150000 train= 0.019444
rnd 772: wh-err= 0.999795 th-err= 0.023374 dev= nan test= 0.150000 train= 0.019444
rnd 773: wh-err= 0.999795 th-err= 0.023369 dev= nan test= 0.150000 train= 0.019444
rnd 774: wh-err= 0.999795 th-err= 0.023364 dev= nan test= 0.150000 train= 0.019444
rnd 775: wh-err= 0.999795 th-err= 0.023360 dev= nan test= 0.150000 train= 0.019444
rnd 776: wh-err= 0.999795 th-err= 0.023355 dev= nan test= 0.150000 train= 0.019444
rnd 777: wh-err= 0.999791 th-err= 0.023350 dev= nan test= 0.150000 train= 0.019444
rnd 778: wh-err= 0.999794 th-err= 0.023345 dev= nan test= 0.150000 train= 0.019444
rnd 779: wh-err= 0.999796 th-err= 0.023340 dev= nan test= 0.150000 train= 0.019444
rnd 780: wh-err= 0.999796 th-err= 0.023336 dev= nan test= 0.150000 train= 0.019444
rnd 781: wh-err= 0.999796 th-err= 0.023331 dev= nan test= 0.150000 train= 0.019444
rnd 782: wh-err= 0.999796 th-err= 0.023326 dev= nan test= 0.150000 train= 0.019444
rnd 783: wh-err= 0.999796 th-err= 0.023321 dev= nan test= 0.150000 train= 0.019444
rnd 784: wh-err= 0.999796 th-err= 0.023316 dev= nan test= 0.150000 train= 0.019444
rnd 785: wh-err= 0.999780 th-err= 0.023311 dev= nan test= 0.150000 train= 0.019444
rnd 786: wh-err= 0.999789 th-err= 0.023306 dev= nan test= 0.150000 train= 0.019444
rnd 787: wh-err= 0.999794 th-err= 0.023302 dev= nan test= 0.150000 train= 0.019444
rnd 788: wh-err= 0.999797 th-err= 0.023297 dev= nan test= 0.150000 train= 0.019444
rnd 789: wh-err= 0.999797 th-err= 0.023292 dev= nan test= 0.150000 train= 0.019444
rnd 790: wh-err= 0.999798 th-err= 0.023287 dev= nan test= 0.150000 train= 0.019444
rnd 791: wh-err= 0.999798 th-err= 0.023283 dev= nan test= 0.150000 train= 0.019444
rnd 792: wh-err= 0.999798 th-err= 0.023278 dev= nan test= 0.150000 train= 0.019444
rnd 793: wh-err= 0.999799 th-err= 0.023273 dev= nan test= 0.150000 train= 0.019444
rnd 794: wh-err= 0.999799 th-err= 0.023269 dev= nan test= 0.150000 train= 0.019444
rnd 795: wh-err= 0.999799 th-err= 0.023264 dev= nan test= 0.150000 train= 0.019444
rnd 796: wh-err= 0.999799 th-err= 0.023259 dev= nan test= 0.150000 train= 0.019444
rnd 797: wh-err= 0.999800 th-err= 0.023255 dev= nan test= 0.150000 train= 0.019444
rnd 798: wh-err= 0.999801 th-err= 0.023250 dev= nan test= 0.150000 train= 0.019444
rnd 799: wh-err= 0.999801 th-err= 0.023245 dev= nan test= 0.150000 train= 0.019444
rnd 800: wh-err= 0.999801 th-err= 0.023241 dev= nan test= 0.150000 train= 0.019444
rnd 801: wh-err= 0.999801 th-err= 0.023236 dev= nan test= 0.150000 train= 0.019444
rnd 802: wh-err= 0.999801 th-err= 0.023232 dev= nan test= 0.150000 train= 0.019444
rnd 803: wh-err= 0.999802 th-err= 0.023227 dev= nan test= 0.150000 train= 0.019444
rnd 804: wh-err= 0.999802 th-err= 0.023222 dev= nan test= 0.150000 train= 0.019444
rnd 805: wh-err= 0.999802 th-err= 0.023218 dev= nan test= 0.150000 train= 0.019444
rnd 806: wh-err= 0.999803 th-err= 0.023213 dev= nan test= 0.150000 train= 0.019444
rnd 807: wh-err= 0.999803 th-err= 0.023209 dev= nan test= 0.150000 train= 0.019444
rnd 808: wh-err= 0.999805 th-err= 0.023204 dev= nan test= 0.150000 train= 0.019444
rnd 809: wh-err= 0.999805 th-err= 0.023200 dev= nan test= 0.150000 train= 0.019444
rnd 810: wh-err= 0.999806 th-err= 0.023195 dev= nan test= 0.150000 train= 0.019444
rnd 811: wh-err= 0.999806 th-err= 0.023191 dev= nan test= 0.150000 train= 0.019444
rnd 812: wh-err= 0.999806 th-err= 0.023186 dev= nan test= 0.150000 train= 0.019444
rnd 813: wh-err= 0.999806 th-err= 0.023182 dev= nan test= 0.150000 train= 0.019444
rnd 814: wh-err= 0.999806 th-err= 0.023177 dev= nan test= 0.150000 train= 0.019444
rnd 815: wh-err= 0.999807 th-err= 0.023173 dev= nan test= 0.150000 train= 0.019444
rnd 816: wh-err= 0.999808 th-err= 0.023168 dev= nan test= 0.150000 train= 0.019444
rnd 817: wh-err= 0.999808 th-err= 0.023164 dev= nan test= 0.150000 train= 0.019444
rnd 818: wh-err= 0.999808 th-err= 0.023159 dev= nan test= 0.150000 train= 0.019444
rnd 819: wh-err= 0.999808 th-err= 0.023155 dev= nan test= 0.150000 train= 0.019444
rnd 820: wh-err= 0.999808 th-err= 0.023150 dev= nan test= 0.150000 train= 0.019444
rnd 821: wh-err= 0.999808 th-err= 0.023146 dev= nan test= 0.150000 train= 0.019444
rnd 822: wh-err= 0.999809 th-err= 0.023141 dev= nan test= 0.150000 train= 0.019444
rnd 823: wh-err= 0.999809 th-err= 0.023137 dev= nan test= 0.150000 train= 0.019444
rnd 824: wh-err= 0.999809 th-err= 0.023133 dev= nan test= 0.150000 train= 0.019444
rnd 825: wh-err= 0.999810 th-err= 0.023128 dev= nan test= 0.150000 train= 0.019444
rnd 826: wh-err= 0.999810 th-err= 0.023124 dev= nan test= 0.150000 train= 0.019444
rnd 827: wh-err= 0.999810 th-err= 0.023119 dev= nan test= 0.150000 train= 0.019444
rnd 828: wh-err= 0.999810 th-err= 0.023115 dev= nan test= 0.150000 train= 0.019444
rnd 829: wh-err= 0.999811 th-err= 0.023111 dev= nan test= 0.150000 train= 0.019444
rnd 830: wh-err= 0.999811 th-err= 0.023106 dev= nan test= 0.150000 train= 0.019444
rnd 831: wh-err= 0.999811 th-err= 0.023102 dev= nan test= 0.150000 train= 0.019444
rnd 832: wh-err= 0.999811 th-err= 0.023098 dev= nan test= 0.150000 train= 0.019444
rnd 833: wh-err= 0.999811 th-err= 0.023093 dev= nan test= 0.150000 train= 0.019444
rnd 834: wh-err= 0.999812 th-err= 0.023089 dev= nan test= 0.150000 train= 0.019444
rnd 835: wh-err= 0.999812 th-err= 0.023085 dev= nan test= 0.150000 train= 0.019444
rnd 836: wh-err= 0.999812 th-err= 0.023080 dev= nan test= 0.150000 train= 0.019444
rnd 837: wh-err= 0.999812 th-err= 0.023076 dev= nan test= 0.150000 train= 0.019444
rnd 838: wh-err= 0.999812 th-err= 0.023072 dev= nan test= 0.150000 train= 0.019444
rnd 839: wh-err= 0.999813 th-err= 0.023067 dev= nan test= 0.150000 train= 0.019444
rnd 840: wh-err= 0.999813 th-err= 0.023063 dev= nan test= 0.150000 train= 0.019444
rnd 841: wh-err= 0.999813 th-err= 0.023059 dev= nan test= 0.150000 train= 0.019444
rnd 842: wh-err= 0.999813 th-err= 0.023054 dev= nan test= 0.150000 train= 0.019444
rnd 843: wh-err= 0.999813 th-err= 0.023050 dev= nan test= 0.150000 train= 0.019444
rnd 844: wh-err= 0.999814 th-err= 0.023046 dev= nan test= 0.150000 train= 0.019444
rnd 845: wh-err= 0.999814 th-err= 0.023041 dev= nan test= 0.150000 train= 0.019444
rnd 846: wh-err= 0.999814 th-err= 0.023037 dev= nan test= 0.150000 train= 0.019444
rnd 847: wh-err= 0.999815 th-err= 0.023033 dev= nan test= 0.150000 train= 0.019444
rnd 848: wh-err= 0.999815 th-err= 0.023029 dev= nan test= 0.150000 train= 0.019444
rnd 849: wh-err= 0.999815 th-err= 0.023024 dev= nan test= 0.150000 train= 0.019444
rnd 850: wh-err= 0.999815 th-err= 0.023020 dev= nan test= 0.150000 train= 0.019444
rnd 851: wh-err= 0.999816 th-err= 0.023016 dev= nan test= 0.150000 train= 0.019444
rnd 852: wh-err= 0.999816 th-err= 0.023012 dev= nan test= 0.150000 train= 0.019444
rnd 853: wh-err= 0.999816 th-err= 0.023007 dev= nan test= 0.150000 train= 0.019444
rnd 854: wh-err= 0.999817 th-err= 0.023003 dev= nan test= 0.150000 train= 0.019444
rnd 855: wh-err= 0.999818 th-err= 0.022999 dev= nan test= 0.150000 train= 0.019444
rnd 856: wh-err= 0.999818 th-err= 0.022995 dev= nan test= 0.150000 train= 0.019444
rnd 857: wh-err= 0.999818 th-err= 0.022991 dev= nan test= 0.150000 train= 0.019444
rnd 858: wh-err= 0.999818 th-err= 0.022986 dev= nan test= 0.150000 train= 0.019444
rnd 859: wh-err= 0.999818 th-err= 0.022982 dev= nan test= 0.150000 train= 0.019444
rnd 860: wh-err= 0.999819 th-err= 0.022978 dev= nan test= 0.150000 train= 0.019444
rnd 861: wh-err= 0.999819 th-err= 0.022974 dev= nan test= 0.150000 train= 0.019444
rnd 862: wh-err= 0.999819 th-err= 0.022970 dev= nan test= 0.150000 train= 0.019444
rnd 863: wh-err= 0.999820 th-err= 0.022966 dev= nan test= 0.150000 train= 0.019444
rnd 864: wh-err= 0.999820 th-err= 0.022961 dev= nan test= 0.150000 train= 0.019444
rnd 865: wh-err= 0.999820 th-err= 0.022957 dev= nan test= 0.150000 train= 0.019444
rnd 866: wh-err= 0.999819 th-err= 0.022953 dev= nan test= 0.150000 train= 0.019444
rnd 867: wh-err= 0.999818 th-err= 0.022949 dev= nan test= 0.150000 train= 0.019444
rnd 868: wh-err= 0.999819 th-err= 0.022945 dev= nan test= 0.150000 train= 0.019444
rnd 869: wh-err= 0.999819 th-err= 0.022941 dev= nan test= 0.150000 train= 0.019444
rnd 870: wh-err= 0.999819 th-err= 0.022937 dev= nan test= 0.150000 train= 0.019444
rnd 871: wh-err= 0.999820 th-err= 0.022932 dev= nan test= 0.150000 train= 0.019444
rnd 872: wh-err= 0.999821 th-err= 0.022928 dev= nan test= 0.150000 train= 0.019444
rnd 873: wh-err= 0.999821 th-err= 0.022924 dev= nan test= 0.150000 train= 0.019444
rnd 874: wh-err= 0.999821 th-err= 0.022920 dev= nan test= 0.150000 train= 0.019444
rnd 875: wh-err= 0.999821 th-err= 0.022916 dev= nan test= 0.150000 train= 0.019444
rnd 876: wh-err= 0.999821 th-err= 0.022912 dev= nan test= 0.150000 train= 0.019444
rnd 877: wh-err= 0.999821 th-err= 0.022908 dev= nan test= 0.150000 train= 0.019444
rnd 878: wh-err= 0.999821 th-err= 0.022904 dev= nan test= 0.150000 train= 0.019444
rnd 879: wh-err= 0.999821 th-err= 0.022900 dev= nan test= 0.150000 train= 0.019444
rnd 880: wh-err= 0.999821 th-err= 0.022896 dev= nan test= 0.150000 train= 0.019444
rnd 881: wh-err= 0.999822 th-err= 0.022891 dev= nan test= 0.150000 train= 0.019444
rnd 882: wh-err= 0.999822 th-err= 0.022887 dev= nan test= 0.150000 train= 0.019444
rnd 883: wh-err= 0.999822 th-err= 0.022883 dev= nan test= 0.150000 train= 0.019444
rnd 884: wh-err= 0.999822 th-err= 0.022879 dev= nan test= 0.150000 train= 0.019444
rnd 885: wh-err= 0.999822 th-err= 0.022875 dev= nan test= 0.150000 train= 0.019444
rnd 886: wh-err= 0.999823 th-err= 0.022871 dev= nan test= 0.150000 train= 0.019444
rnd 887: wh-err= 0.999823 th-err= 0.022867 dev= nan test= 0.150000 train= 0.019444
rnd 888: wh-err= 0.999823 th-err= 0.022863 dev= nan test= 0.150000 train= 0.019444
rnd 889: wh-err= 0.999813 th-err= 0.022859 dev= nan test= 0.150000 train= 0.019444
rnd 890: wh-err= 0.999818 th-err= 0.022855 dev= nan test= 0.150000 train= 0.019444
rnd 891: wh-err= 0.999821 th-err= 0.022850 dev= nan test= 0.150000 train= 0.019444
rnd 892: wh-err= 0.999823 th-err= 0.022846 dev= nan test= 0.150000 train= 0.019444
rnd 893: wh-err= 0.999823 th-err= 0.022842 dev= nan test= 0.150000 train= 0.019444
rnd 894: wh-err= 0.999823 th-err= 0.022838 dev= nan test= 0.150000 train= 0.019444
rnd 895: wh-err= 0.999824 th-err= 0.022834 dev= nan test= 0.150000 train= 0.019444
rnd 896: wh-err= 0.999824 th-err= 0.022830 dev= nan test= 0.150000 train= 0.019444
rnd 897: wh-err= 0.999824 th-err= 0.022826 dev= nan test= 0.150000 train= 0.019444
rnd 898: wh-err= 0.999825 th-err= 0.022822 dev= nan test= 0.150000 train= 0.019444
rnd 899: wh-err= 0.999825 th-err= 0.022818 dev= nan test= 0.150000 train= 0.019444
rnd 900: wh-err= 0.999825 th-err= 0.022814 dev= nan test= 0.150000 train= 0.019444
rnd 901: wh-err= 0.999825 th-err= 0.022810 dev= nan test= 0.150000 train= 0.019444
rnd 902: wh-err= 0.999825 th-err= 0.022806 dev= nan test= 0.150000 train= 0.019444
rnd 903: wh-err= 0.999826 th-err= 0.022802 dev= nan test= 0.150000 train= 0.019444
rnd 904: wh-err= 0.999826 th-err= 0.022798 dev= nan test= 0.150000 train= 0.019444
rnd 905: wh-err= 0.999827 th-err= 0.022794 dev= nan test= 0.150000 train= 0.019444
rnd 906: wh-err= 0.999827 th-err= 0.022791 dev= nan test= 0.150000 train= 0.019444
rnd 907: wh-err= 0.999827 th-err= 0.022787 dev= nan test= 0.150000 train= 0.019444
rnd 908: wh-err= 0.999827 th-err= 0.022783 dev= nan test= 0.150000 train= 0.019444
rnd 909: wh-err= 0.999828 th-err= 0.022779 dev= nan test= 0.150000 train= 0.019444
rnd 910: wh-err= 0.999828 th-err= 0.022775 dev= nan test= 0.150000 train= 0.019444
rnd 911: wh-err= 0.999829 th-err= 0.022771 dev= nan test= 0.150000 train= 0.019444
rnd 912: wh-err= 0.999829 th-err= 0.022767 dev= nan test= 0.150000 train= 0.019444
rnd 913: wh-err= 0.999829 th-err= 0.022763 dev= nan test= 0.150000 train= 0.019444
rnd 914: wh-err= 0.999829 th-err= 0.022759 dev= nan test= 0.150000 train= 0.019444
rnd 915: wh-err= 0.999829 th-err= 0.022755 dev= nan test= 0.150000 train= 0.019444
rnd 916: wh-err= 0.999829 th-err= 0.022751 dev= nan test= 0.150000 train= 0.019444
rnd 917: wh-err= 0.999829 th-err= 0.022748 dev= nan test= 0.150000 train= 0.019444
rnd 918: wh-err= 0.999829 th-err= 0.022744 dev= nan test= 0.150000 train= 0.019444
rnd 919: wh-err= 0.999829 th-err= 0.022740 dev= nan test= 0.150000 train= 0.019444
rnd 920: wh-err= 0.999829 th-err= 0.022736 dev= nan test= 0.150000 train= 0.019444
rnd 921: wh-err= 0.999830 th-err= 0.022732 dev= nan test= 0.150000 train= 0.019444
rnd 922: wh-err= 0.999830 th-err= 0.022728 dev= nan test= 0.150000 train= 0.019444
rnd 923: wh-err= 0.999830 th-err= 0.022724 dev= nan test= 0.150000 train= 0.019444
rnd 924: wh-err= 0.999830 th-err= 0.022720 dev= nan test= 0.150000 train= 0.019444
rnd 925: wh-err= 0.999830 th-err= 0.022717 dev= nan test= 0.150000 train= 0.019444
rnd 926: wh-err= 0.999831 th-err= 0.022713 dev= nan test= 0.150000 train= 0.019444
rnd 927: wh-err= 0.999831 th-err= 0.022709 dev= nan test= 0.150000 train= 0.019444
rnd 928: wh-err= 0.999831 th-err= 0.022705 dev= nan test= 0.150000 train= 0.019444
rnd 929: wh-err= 0.999831 th-err= 0.022701 dev= nan test= 0.150000 train= 0.019444
rnd 930: wh-err= 0.999832 th-err= 0.022697 dev= nan test= 0.150000 train= 0.019444
rnd 931: wh-err= 0.999832 th-err= 0.022694 dev= nan test= 0.150000 train= 0.019444
rnd 932: wh-err= 0.999832 th-err= 0.022690 dev= nan test= 0.150000 train= 0.019444
rnd 933: wh-err= 0.999832 th-err= 0.022686 dev= nan test= 0.150000 train= 0.019444
rnd 934: wh-err= 0.999832 th-err= 0.022682 dev= nan test= 0.150000 train= 0.019444
rnd 935: wh-err= 0.999832 th-err= 0.022678 dev= nan test= 0.150000 train= 0.019444
rnd 936: wh-err= 0.999833 th-err= 0.022675 dev= nan test= 0.150000 train= 0.019444
rnd 937: wh-err= 0.999833 th-err= 0.022671 dev= nan test= 0.150000 train= 0.019444
rnd 938: wh-err= 0.999833 th-err= 0.022667 dev= nan test= 0.150000 train= 0.019444
rnd 939: wh-err= 0.999833 th-err= 0.022663 dev= nan test= 0.150000 train= 0.019444
rnd 940: wh-err= 0.999833 th-err= 0.022659 dev= nan test= 0.150000 train= 0.019444
rnd 941: wh-err= 0.999833 th-err= 0.022656 dev= nan test= 0.150000 train= 0.019444
rnd 942: wh-err= 0.999833 th-err= 0.022652 dev= nan test= 0.150000 train= 0.019444
rnd 943: wh-err= 0.999834 th-err= 0.022648 dev= nan test= 0.150000 train= 0.019444
rnd 944: wh-err= 0.999835 th-err= 0.022644 dev= nan test= 0.150000 train= 0.019444
rnd 945: wh-err= 0.999835 th-err= 0.022641 dev= nan test= 0.150000 train= 0.019444
rnd 946: wh-err= 0.999835 th-err= 0.022637 dev= nan test= 0.150000 train= 0.019444
rnd 947: wh-err= 0.999835 th-err= 0.022633 dev= nan test= 0.150000 train= 0.019444
rnd 948: wh-err= 0.999835 th-err= 0.022629 dev= nan test= 0.150000 train= 0.019444
rnd 949: wh-err= 0.999835 th-err= 0.022626 dev= nan test= 0.150000 train= 0.019444
rnd 950: wh-err= 0.999835 th-err= 0.022622 dev= nan test= 0.150000 train= 0.019444
rnd 951: wh-err= 0.999836 th-err= 0.022618 dev= nan test= 0.150000 train= 0.019444
rnd 952: wh-err= 0.999836 th-err= 0.022615 dev= nan test= 0.150000 train= 0.019444
rnd 953: wh-err= 0.999837 th-err= 0.022611 dev= nan test= 0.150000 train= 0.019444
rnd 954: wh-err= 0.999837 th-err= 0.022607 dev= nan test= 0.150000 train= 0.019444
rnd 955: wh-err= 0.999837 th-err= 0.022603 dev= nan test= 0.150000 train= 0.019444
rnd 956: wh-err= 0.999837 th-err= 0.022600 dev= nan test= 0.150000 train= 0.019444
rnd 957: wh-err= 0.999837 th-err= 0.022596 dev= nan test= 0.150000 train= 0.019444
rnd 958: wh-err= 0.999838 th-err= 0.022592 dev= nan test= 0.150000 train= 0.019444
rnd 959: wh-err= 0.999838 th-err= 0.022589 dev= nan test= 0.150000 train= 0.019444
rnd 960: wh-err= 0.999838 th-err= 0.022585 dev= nan test= 0.150000 train= 0.019444
rnd 961: wh-err= 0.999838 th-err= 0.022581 dev= nan test= 0.150000 train= 0.019444
rnd 962: wh-err= 0.999838 th-err= 0.022578 dev= nan test= 0.150000 train= 0.019444
rnd 963: wh-err= 0.999838 th-err= 0.022574 dev= nan test= 0.150000 train= 0.019444
rnd 964: wh-err= 0.999839 th-err= 0.022571 dev= nan test= 0.150000 train= 0.019444
rnd 965: wh-err= 0.999839 th-err= 0.022567 dev= nan test= 0.150000 train= 0.019444
rnd 966: wh-err= 0.999839 th-err= 0.022563 dev= nan test= 0.150000 train= 0.019444
rnd 967: wh-err= 0.999839 th-err= 0.022560 dev= nan test= 0.150000 train= 0.019444
rnd 968: wh-err= 0.999839 th-err= 0.022556 dev= nan test= 0.150000 train= 0.019444
rnd 969: wh-err= 0.999839 th-err= 0.022552 dev= nan test= 0.150000 train= 0.019444
rnd 970: wh-err= 0.999840 th-err= 0.022549 dev= nan test= 0.150000 train= 0.019444
rnd 971: wh-err= 0.999840 th-err= 0.022545 dev= nan test= 0.150000 train= 0.019444
rnd 972: wh-err= 0.999840 th-err= 0.022542 dev= nan test= 0.150000 train= 0.019444
rnd 973: wh-err= 0.999841 th-err= 0.022538 dev= nan test= 0.150000 train= 0.019444
rnd 974: wh-err= 0.999841 th-err= 0.022534 dev= nan test= 0.150000 train= 0.019444
rnd 975: wh-err= 0.999841 th-err= 0.022531 dev= nan test= 0.150000 train= 0.019444
rnd 976: wh-err= 0.999841 th-err= 0.022527 dev= nan test= 0.150000 train= 0.019444
rnd 977: wh-err= 0.999841 th-err= 0.022524 dev= nan test= 0.150000 train= 0.019444
rnd 978: wh-err= 0.999842 th-err= 0.022520 dev= nan test= 0.150000 train= 0.019444
rnd 979: wh-err= 0.999842 th-err= 0.022516 dev= nan test= 0.150000 train= 0.019444
rnd 980: wh-err= 0.999842 th-err= 0.022513 dev= nan test= 0.150000 train= 0.019444
rnd 981: wh-err= 0.999842 th-err= 0.022509 dev= nan test= 0.150000 train= 0.019444
rnd 982: wh-err= 0.999842 th-err= 0.022506 dev= nan test= 0.150000 train= 0.019444
rnd 983: wh-err= 0.999842 th-err= 0.022502 dev= nan test= 0.150000 train= 0.019444
rnd 984: wh-err= 0.999842 th-err= 0.022499 dev= nan test= 0.150000 train= 0.019444
rnd 985: wh-err= 0.999843 th-err= 0.022495 dev= nan test= 0.150000 train= 0.019444
rnd 986: wh-err= 0.999843 th-err= 0.022492 dev= nan test= 0.150000 train= 0.019444
rnd 987: wh-err= 0.999843 th-err= 0.022488 dev= nan test= 0.150000 train= 0.019444
rnd 988: wh-err= 0.999843 th-err= 0.022485 dev= nan test= 0.150000 train= 0.019444
rnd 989: wh-err= 0.999844 th-err= 0.022481 dev= nan test= 0.150000 train= 0.019444
rnd 990: wh-err= 0.999844 th-err= 0.022478 dev= nan test= 0.150000 train= 0.019444
rnd 991: wh-err= 0.999844 th-err= 0.022474 dev= nan test= 0.150000 train= 0.019444
rnd 992: wh-err= 0.999844 th-err= 0.022471 dev= nan test= 0.150000 train= 0.019444
rnd 993: wh-err= 0.999844 th-err= 0.022467 dev= nan test= 0.150000 train= 0.019444
rnd 994: wh-err= 0.999844 th-err= 0.022464 dev= nan test= 0.150000 train= 0.019444
rnd 995: wh-err= 0.999844 th-err= 0.022460 dev= nan test= 0.150000 train= 0.019444
rnd 996: wh-err= 0.999844 th-err= 0.022457 dev= nan test= 0.150000 train= 0.019444
rnd 997: wh-err= 0.999844 th-err= 0.022453 dev= nan test= 0.150000 train= 0.019444
rnd 998: wh-err= 0.999844 th-err= 0.022450 dev= nan test= 0.150000 train= 0.019444
rnd 999: wh-err= 0.999845 th-err= 0.022446 dev= nan test= 0.150000 train= 0.019444
rnd 1000: wh-err= 0.999845 th-err= 0.022443 dev= nan test= 0.150000 train= 0.019444
