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= 0.957933 th-err= 0.590813 dev= nan test= 0.275000 train= 0.169444
rnd 9: wh-err= 0.950317 th-err= 0.561460 dev= nan test= 0.225000 train= 0.169444
rnd 10: wh-err= 0.953377 th-err= 0.535283 dev= nan test= 0.200000 train= 0.169444
rnd 11: wh-err= 0.959525 th-err= 0.513618 dev= nan test= 0.200000 train= 0.144444
rnd 12: wh-err= 0.958022 th-err= 0.492057 dev= nan test= 0.200000 train= 0.136111
rnd 13: wh-err= 0.956105 th-err= 0.470458 dev= nan test= 0.175000 train= 0.133333
rnd 14: wh-err= 0.954181 th-err= 0.448902 dev= nan test= 0.225000 train= 0.130556
rnd 15: wh-err= 0.956429 th-err= 0.429343 dev= nan test= 0.250000 train= 0.116667
rnd 16: wh-err= 0.955615 th-err= 0.410287 dev= nan test= 0.175000 train= 0.091667
rnd 17: wh-err= 0.964659 th-err= 0.395787 dev= nan test= 0.250000 train= 0.097222
rnd 18: wh-err= 0.967897 th-err= 0.383081 dev= nan test= 0.200000 train= 0.083333
rnd 19: wh-err= 0.966410 th-err= 0.370213 dev= nan test= 0.200000 train= 0.077778
rnd 20: wh-err= 0.964438 th-err= 0.357048 dev= nan test= 0.200000 train= 0.080556
rnd 21: wh-err= 0.962096 th-err= 0.343514 dev= nan test= 0.225000 train= 0.086111
rnd 22: wh-err= 0.964089 th-err= 0.331178 dev= nan test= 0.250000 train= 0.086111
rnd 23: wh-err= 0.967367 th-err= 0.320371 dev= nan test= 0.225000 train= 0.080556
rnd 24: wh-err= 0.967492 th-err= 0.309956 dev= nan test= 0.225000 train= 0.058333
rnd 25: wh-err= 0.964356 th-err= 0.298908 dev= nan test= 0.225000 train= 0.066667
rnd 26: wh-err= 0.967202 th-err= 0.289105 dev= nan test= 0.250000 train= 0.072222
rnd 27: wh-err= 0.959376 th-err= 0.277360 dev= nan test= 0.250000 train= 0.058333
rnd 28: wh-err= 0.970557 th-err= 0.269194 dev= nan test= 0.250000 train= 0.058333
rnd 29: wh-err= 0.960636 th-err= 0.258597 dev= nan test= 0.250000 train= 0.055556
rnd 30: wh-err= 0.970307 th-err= 0.250919 dev= nan test= 0.250000 train= 0.044444
rnd 31: wh-err= 0.967926 th-err= 0.242871 dev= nan test= 0.225000 train= 0.036111
rnd 32: wh-err= 0.972364 th-err= 0.236159 dev= nan test= 0.225000 train= 0.038889
rnd 33: wh-err= 0.969388 th-err= 0.228929 dev= nan test= 0.225000 train= 0.041667
rnd 34: wh-err= 0.973541 th-err= 0.222872 dev= nan test= 0.225000 train= 0.041667
rnd 35: wh-err= 0.972694 th-err= 0.216786 dev= nan test= 0.200000 train= 0.038889
rnd 36: wh-err= 0.974762 th-err= 0.211315 dev= nan test= 0.200000 train= 0.038889
rnd 37: wh-err= 0.973298 th-err= 0.205672 dev= nan test= 0.200000 train= 0.038889
rnd 38: wh-err= 0.969337 th-err= 0.199366 dev= nan test= 0.200000 train= 0.033333
rnd 39: wh-err= 0.968839 th-err= 0.193153 dev= nan test= 0.250000 train= 0.025000
rnd 40: wh-err= 0.972263 th-err= 0.187796 dev= nan test= 0.275000 train= 0.033333
rnd 41: wh-err= 0.975791 th-err= 0.183250 dev= nan test= 0.275000 train= 0.033333
rnd 42: wh-err= 0.972469 th-err= 0.178205 dev= nan test= 0.275000 train= 0.033333
rnd 43: wh-err= 0.974903 th-err= 0.173732 dev= nan test= 0.250000 train= 0.030556
rnd 44: wh-err= 0.972278 th-err= 0.168916 dev= nan test= 0.225000 train= 0.030556
rnd 45: wh-err= 0.976963 th-err= 0.165025 dev= nan test= 0.225000 train= 0.030556
rnd 46: wh-err= 0.976787 th-err= 0.161194 dev= nan test= 0.225000 train= 0.027778
rnd 47: wh-err= 0.973688 th-err= 0.156953 dev= nan test= 0.200000 train= 0.025000
rnd 48: wh-err= 0.974797 th-err= 0.152997 dev= nan test= 0.225000 train= 0.022222
rnd 49: wh-err= 0.978330 th-err= 0.149681 dev= nan test= 0.200000 train= 0.022222
rnd 50: wh-err= 0.978311 th-err= 0.146435 dev= nan test= 0.200000 train= 0.022222
rnd 51: wh-err= 0.975177 th-err= 0.142800 dev= nan test= 0.200000 train= 0.025000
rnd 52: wh-err= 0.978862 th-err= 0.139782 dev= nan test= 0.150000 train= 0.025000
rnd 53: wh-err= 0.971376 th-err= 0.135780 dev= nan test= 0.150000 train= 0.022222
rnd 54: wh-err= 0.980963 th-err= 0.133196 dev= nan test= 0.150000 train= 0.019444
rnd 55: wh-err= 0.981695 th-err= 0.130757 dev= nan test= 0.200000 train= 0.019444
rnd 56: wh-err= 0.980869 th-err= 0.128256 dev= nan test= 0.200000 train= 0.019444
rnd 57: wh-err= 0.977930 th-err= 0.125425 dev= nan test= 0.200000 train= 0.019444
rnd 58: wh-err= 0.980274 th-err= 0.122951 dev= nan test= 0.200000 train= 0.019444
rnd 59: wh-err= 0.980600 th-err= 0.120566 dev= nan test= 0.200000 train= 0.019444
rnd 60: wh-err= 0.983014 th-err= 0.118518 dev= nan test= 0.175000 train= 0.019444
rnd 61: wh-err= 0.983480 th-err= 0.116560 dev= nan test= 0.200000 train= 0.019444
rnd 62: wh-err= 0.982878 th-err= 0.114564 dev= nan test= 0.175000 train= 0.022222
rnd 63: wh-err= 0.979155 th-err= 0.112176 dev= nan test= 0.150000 train= 0.019444
rnd 64: wh-err= 0.982799 th-err= 0.110247 dev= nan test= 0.175000 train= 0.019444
rnd 65: wh-err= 0.979764 th-err= 0.108016 dev= nan test= 0.150000 train= 0.019444
rnd 66: wh-err= 0.976917 th-err= 0.105522 dev= nan test= 0.175000 train= 0.019444
rnd 67: wh-err= 0.981063 th-err= 0.103524 dev= nan test= 0.175000 train= 0.019444
rnd 68: wh-err= 0.982691 th-err= 0.101732 dev= nan test= 0.175000 train= 0.019444
rnd 69: wh-err= 0.981699 th-err= 0.099870 dev= nan test= 0.175000 train= 0.019444
rnd 70: wh-err= 0.984726 th-err= 0.098345 dev= nan test= 0.175000 train= 0.019444
rnd 71: wh-err= 0.986485 th-err= 0.097016 dev= nan test= 0.175000 train= 0.019444
rnd 72: wh-err= 0.980465 th-err= 0.095121 dev= nan test= 0.175000 train= 0.019444
rnd 73: wh-err= 0.983460 th-err= 0.093547 dev= nan test= 0.175000 train= 0.019444
rnd 74: wh-err= 0.983664 th-err= 0.092019 dev= nan test= 0.200000 train= 0.019444
rnd 75: wh-err= 0.981176 th-err= 0.090287 dev= nan test= 0.200000 train= 0.019444
rnd 76: wh-err= 0.983846 th-err= 0.088829 dev= nan test= 0.200000 train= 0.019444
rnd 77: wh-err= 0.984952 th-err= 0.087492 dev= nan test= 0.200000 train= 0.019444
rnd 78: wh-err= 0.985690 th-err= 0.086240 dev= nan test= 0.175000 train= 0.019444
rnd 79: wh-err= 0.984725 th-err= 0.084923 dev= nan test= 0.175000 train= 0.019444
rnd 80: wh-err= 0.984315 th-err= 0.083590 dev= nan test= 0.175000 train= 0.019444
rnd 81: wh-err= 0.987575 th-err= 0.082552 dev= nan test= 0.175000 train= 0.019444
rnd 82: wh-err= 0.984246 th-err= 0.081251 dev= nan test= 0.175000 train= 0.019444
rnd 83: wh-err= 0.987812 th-err= 0.080261 dev= nan test= 0.175000 train= 0.019444
rnd 84: wh-err= 0.989534 th-err= 0.079421 dev= nan test= 0.175000 train= 0.019444
rnd 85: wh-err= 0.985493 th-err= 0.078269 dev= nan test= 0.175000 train= 0.019444
rnd 86: wh-err= 0.989468 th-err= 0.077444 dev= nan test= 0.175000 train= 0.019444
rnd 87: wh-err= 0.989969 th-err= 0.076668 dev= nan test= 0.175000 train= 0.019444
rnd 88: wh-err= 0.990327 th-err= 0.075926 dev= nan test= 0.175000 train= 0.019444
rnd 89: wh-err= 0.990743 th-err= 0.075223 dev= nan test= 0.175000 train= 0.019444
rnd 90: wh-err= 0.987428 th-err= 0.074278 dev= nan test= 0.175000 train= 0.019444
rnd 91: wh-err= 0.987968 th-err= 0.073384 dev= nan test= 0.175000 train= 0.019444
rnd 92: wh-err= 0.988275 th-err= 0.072523 dev= nan test= 0.175000 train= 0.019444
rnd 93: wh-err= 0.986845 th-err= 0.071569 dev= nan test= 0.175000 train= 0.019444
rnd 94: wh-err= 0.988135 th-err= 0.070720 dev= nan test= 0.150000 train= 0.019444
rnd 95: wh-err= 0.986405 th-err= 0.069759 dev= nan test= 0.150000 train= 0.019444
rnd 96: wh-err= 0.989588 th-err= 0.069032 dev= nan test= 0.150000 train= 0.019444
rnd 97: wh-err= 0.990156 th-err= 0.068353 dev= nan test= 0.150000 train= 0.019444
rnd 98: wh-err= 0.987516 th-err= 0.067499 dev= nan test= 0.150000 train= 0.019444
rnd 99: wh-err= 0.988763 th-err= 0.066741 dev= nan test= 0.175000 train= 0.019444
rnd 100: wh-err= 0.989206 th-err= 0.066021 dev= nan test= 0.150000 train= 0.019444
rnd 101: wh-err= 0.989643 th-err= 0.065337 dev= nan test= 0.150000 train= 0.019444
rnd 102: wh-err= 0.990789 th-err= 0.064735 dev= nan test= 0.150000 train= 0.019444
rnd 103: wh-err= 0.991095 th-err= 0.064159 dev= nan test= 0.150000 train= 0.019444
rnd 104: wh-err= 0.991219 th-err= 0.063595 dev= nan test= 0.175000 train= 0.019444
rnd 105: wh-err= 0.992068 th-err= 0.063091 dev= nan test= 0.175000 train= 0.019444
rnd 106: wh-err= 0.991919 th-err= 0.062581 dev= nan test= 0.150000 train= 0.019444
rnd 107: wh-err= 0.991768 th-err= 0.062066 dev= nan test= 0.150000 train= 0.019444
rnd 108: wh-err= 0.992668 th-err= 0.061611 dev= nan test= 0.150000 train= 0.019444
rnd 109: wh-err= 0.991906 th-err= 0.061112 dev= nan test= 0.150000 train= 0.019444
rnd 110: wh-err= 0.992081 th-err= 0.060628 dev= nan test= 0.150000 train= 0.019444
rnd 111: wh-err= 0.990883 th-err= 0.060075 dev= nan test= 0.150000 train= 0.019444
rnd 112: wh-err= 0.992442 th-err= 0.059621 dev= nan test= 0.150000 train= 0.019444
rnd 113: wh-err= 0.992559 th-err= 0.059178 dev= nan test= 0.150000 train= 0.019444
rnd 114: wh-err= 0.991821 th-err= 0.058694 dev= nan test= 0.150000 train= 0.019444
rnd 115: wh-err= 0.991307 th-err= 0.058183 dev= nan test= 0.150000 train= 0.019444
rnd 116: wh-err= 0.992563 th-err= 0.057751 dev= nan test= 0.150000 train= 0.019444
rnd 117: wh-err= 0.992831 th-err= 0.057337 dev= nan test= 0.150000 train= 0.019444
rnd 118: wh-err= 0.993173 th-err= 0.056945 dev= nan test= 0.150000 train= 0.019444
rnd 119: wh-err= 0.993200 th-err= 0.056558 dev= nan test= 0.150000 train= 0.019444
rnd 120: wh-err= 0.993173 th-err= 0.056172 dev= nan test= 0.150000 train= 0.019444
rnd 121: wh-err= 0.992933 th-err= 0.055775 dev= nan test= 0.150000 train= 0.019444
rnd 122: wh-err= 0.993742 th-err= 0.055426 dev= nan test= 0.150000 train= 0.019444
rnd 123: wh-err= 0.993105 th-err= 0.055044 dev= nan test= 0.150000 train= 0.019444
rnd 124: wh-err= 0.991807 th-err= 0.054593 dev= nan test= 0.150000 train= 0.019444
rnd 125: wh-err= 0.994475 th-err= 0.054291 dev= nan test= 0.150000 train= 0.019444
rnd 126: wh-err= 0.994850 th-err= 0.054011 dev= nan test= 0.150000 train= 0.019444
rnd 127: wh-err= 0.994950 th-err= 0.053739 dev= nan test= 0.150000 train= 0.019444
rnd 128: wh-err= 0.994614 th-err= 0.053449 dev= nan test= 0.150000 train= 0.019444
rnd 129: wh-err= 0.995249 th-err= 0.053195 dev= nan test= 0.150000 train= 0.019444
rnd 130: wh-err= 0.995514 th-err= 0.052957 dev= nan test= 0.150000 train= 0.019444
rnd 131: wh-err= 0.995637 th-err= 0.052726 dev= nan test= 0.150000 train= 0.019444
rnd 132: wh-err= 0.995693 th-err= 0.052499 dev= nan test= 0.150000 train= 0.019444
rnd 133: wh-err= 0.994539 th-err= 0.052212 dev= nan test= 0.150000 train= 0.019444
rnd 134: wh-err= 0.995262 th-err= 0.051964 dev= nan test= 0.150000 train= 0.019444
rnd 135: wh-err= 0.994652 th-err= 0.051687 dev= nan test= 0.150000 train= 0.019444
rnd 136: wh-err= 0.994770 th-err= 0.051416 dev= nan test= 0.150000 train= 0.019444
rnd 137: wh-err= 0.994926 th-err= 0.051155 dev= nan test= 0.150000 train= 0.019444
rnd 138: wh-err= 0.995265 th-err= 0.050913 dev= nan test= 0.150000 train= 0.019444
rnd 139: wh-err= 0.995042 th-err= 0.050661 dev= nan test= 0.125000 train= 0.019444
rnd 140: wh-err= 0.994663 th-err= 0.050390 dev= nan test= 0.125000 train= 0.019444
rnd 141: wh-err= 0.995454 th-err= 0.050161 dev= nan test= 0.125000 train= 0.019444
rnd 142: wh-err= 0.995452 th-err= 0.049933 dev= nan test= 0.125000 train= 0.019444
rnd 143: wh-err= 0.995792 th-err= 0.049723 dev= nan test= 0.125000 train= 0.019444
rnd 144: wh-err= 0.995847 th-err= 0.049517 dev= nan test= 0.125000 train= 0.019444
rnd 145: wh-err= 0.995684 th-err= 0.049303 dev= nan test= 0.125000 train= 0.019444
rnd 146: wh-err= 0.995991 th-err= 0.049105 dev= nan test= 0.125000 train= 0.019444
rnd 147: wh-err= 0.995992 th-err= 0.048908 dev= nan test= 0.125000 train= 0.019444
rnd 148: wh-err= 0.995996 th-err= 0.048713 dev= nan test= 0.125000 train= 0.019444
rnd 149: wh-err= 0.996274 th-err= 0.048531 dev= nan test= 0.125000 train= 0.019444
rnd 150: wh-err= 0.996497 th-err= 0.048361 dev= nan test= 0.125000 train= 0.019444
rnd 151: wh-err= 0.996564 th-err= 0.048195 dev= nan test= 0.125000 train= 0.019444
rnd 152: wh-err= 0.996809 th-err= 0.048041 dev= nan test= 0.125000 train= 0.019444
rnd 153: wh-err= 0.996360 th-err= 0.047866 dev= nan test= 0.125000 train= 0.019444
rnd 154: wh-err= 0.996367 th-err= 0.047692 dev= nan test= 0.125000 train= 0.019444
rnd 155: wh-err= 0.996603 th-err= 0.047530 dev= nan test= 0.125000 train= 0.019444
rnd 156: wh-err= 0.995183 th-err= 0.047301 dev= nan test= 0.125000 train= 0.019444
rnd 157: wh-err= 0.996191 th-err= 0.047121 dev= nan test= 0.125000 train= 0.019444
rnd 158: wh-err= 0.996389 th-err= 0.046951 dev= nan test= 0.125000 train= 0.019444
rnd 159: wh-err= 0.995880 th-err= 0.046758 dev= nan test= 0.150000 train= 0.019444
rnd 160: wh-err= 0.996428 th-err= 0.046591 dev= nan test= 0.150000 train= 0.019444
rnd 161: wh-err= 0.996280 th-err= 0.046417 dev= nan test= 0.150000 train= 0.019444
rnd 162: wh-err= 0.996861 th-err= 0.046272 dev= nan test= 0.125000 train= 0.019444
rnd 163: wh-err= 0.996983 th-err= 0.046132 dev= nan test= 0.125000 train= 0.019444
rnd 164: wh-err= 0.997182 th-err= 0.046002 dev= nan test= 0.125000 train= 0.019444
rnd 165: wh-err= 0.997331 th-err= 0.045879 dev= nan test= 0.125000 train= 0.019444
rnd 166: wh-err= 0.997383 th-err= 0.045759 dev= nan test= 0.125000 train= 0.019444
rnd 167: wh-err= 0.996658 th-err= 0.045606 dev= nan test= 0.100000 train= 0.019444
rnd 168: wh-err= 0.996403 th-err= 0.045442 dev= nan test= 0.100000 train= 0.019444
rnd 169: wh-err= 0.996975 th-err= 0.045305 dev= nan test= 0.100000 train= 0.019444
rnd 170: wh-err= 0.997303 th-err= 0.045182 dev= nan test= 0.100000 train= 0.019444
rnd 171: wh-err= 0.997439 th-err= 0.045067 dev= nan test= 0.100000 train= 0.019444
rnd 172: wh-err= 0.996999 th-err= 0.044932 dev= nan test= 0.125000 train= 0.019444
rnd 173: wh-err= 0.996474 th-err= 0.044773 dev= nan test= 0.125000 train= 0.019444
rnd 174: wh-err= 0.997254 th-err= 0.044650 dev= nan test= 0.100000 train= 0.019444
rnd 175: wh-err= 0.997065 th-err= 0.044519 dev= nan test= 0.100000 train= 0.019444
rnd 176: wh-err= 0.996893 th-err= 0.044381 dev= nan test= 0.100000 train= 0.019444
rnd 177: wh-err= 0.996643 th-err= 0.044232 dev= nan test= 0.100000 train= 0.019444
rnd 178: wh-err= 0.996958 th-err= 0.044097 dev= nan test= 0.100000 train= 0.019444
rnd 179: wh-err= 0.997433 th-err= 0.043984 dev= nan test= 0.100000 train= 0.019444
rnd 180: wh-err= 0.997770 th-err= 0.043886 dev= nan test= 0.100000 train= 0.019444
rnd 181: wh-err= 0.997837 th-err= 0.043791 dev= nan test= 0.100000 train= 0.019444
rnd 182: wh-err= 0.997922 th-err= 0.043700 dev= nan test= 0.100000 train= 0.019444
rnd 183: wh-err= 0.997996 th-err= 0.043613 dev= nan test= 0.100000 train= 0.019444
rnd 184: wh-err= 0.998024 th-err= 0.043526 dev= nan test= 0.100000 train= 0.019444
rnd 185: wh-err= 0.997785 th-err= 0.043430 dev= nan test= 0.100000 train= 0.019444
rnd 186: wh-err= 0.997863 th-err= 0.043337 dev= nan test= 0.100000 train= 0.019444
rnd 187: wh-err= 0.997737 th-err= 0.043239 dev= nan test= 0.100000 train= 0.019444
rnd 188: wh-err= 0.997955 th-err= 0.043151 dev= nan test= 0.100000 train= 0.019444
rnd 189: wh-err= 0.997526 th-err= 0.043044 dev= nan test= 0.100000 train= 0.019444
rnd 190: wh-err= 0.997579 th-err= 0.042940 dev= nan test= 0.125000 train= 0.019444
rnd 191: wh-err= 0.997683 th-err= 0.042840 dev= nan test= 0.125000 train= 0.019444
rnd 192: wh-err= 0.997785 th-err= 0.042745 dev= nan test= 0.125000 train= 0.019444
rnd 193: wh-err= 0.998006 th-err= 0.042660 dev= nan test= 0.125000 train= 0.019444
rnd 194: wh-err= 0.998211 th-err= 0.042584 dev= nan test= 0.125000 train= 0.019444
rnd 195: wh-err= 0.998212 th-err= 0.042508 dev= nan test= 0.125000 train= 0.019444
rnd 196: wh-err= 0.998057 th-err= 0.042425 dev= nan test= 0.125000 train= 0.019444
rnd 197: wh-err= 0.998218 th-err= 0.042349 dev= nan test= 0.125000 train= 0.019444
rnd 198: wh-err= 0.998275 th-err= 0.042276 dev= nan test= 0.125000 train= 0.019444
rnd 199: wh-err= 0.998407 th-err= 0.042209 dev= nan test= 0.125000 train= 0.019444
rnd 200: wh-err= 0.998246 th-err= 0.042135 dev= nan test= 0.125000 train= 0.019444
rnd 201: wh-err= 0.998355 th-err= 0.042066 dev= nan test= 0.125000 train= 0.019444
rnd 202: wh-err= 0.997909 th-err= 0.041978 dev= nan test= 0.125000 train= 0.019444
rnd 203: wh-err= 0.998268 th-err= 0.041905 dev= nan test= 0.125000 train= 0.019444
rnd 204: wh-err= 0.998327 th-err= 0.041835 dev= nan test= 0.125000 train= 0.019444
rnd 205: wh-err= 0.998436 th-err= 0.041769 dev= nan test= 0.125000 train= 0.019444
rnd 206: wh-err= 0.998449 th-err= 0.041705 dev= nan test= 0.125000 train= 0.019444
rnd 207: wh-err= 0.998493 th-err= 0.041642 dev= nan test= 0.125000 train= 0.019444
rnd 208: wh-err= 0.998547 th-err= 0.041581 dev= nan test= 0.125000 train= 0.019444
rnd 209: wh-err= 0.998570 th-err= 0.041522 dev= nan test= 0.125000 train= 0.019444
rnd 210: wh-err= 0.998575 th-err= 0.041463 dev= nan test= 0.125000 train= 0.019444
rnd 211: wh-err= 0.998603 th-err= 0.041405 dev= nan test= 0.125000 train= 0.019444
rnd 212: wh-err= 0.998656 th-err= 0.041349 dev= nan test= 0.125000 train= 0.019444
rnd 213: wh-err= 0.998575 th-err= 0.041290 dev= nan test= 0.125000 train= 0.019444
rnd 214: wh-err= 0.998166 th-err= 0.041214 dev= nan test= 0.125000 train= 0.019444
rnd 215: wh-err= 0.998297 th-err= 0.041144 dev= nan test= 0.125000 train= 0.019444
rnd 216: wh-err= 0.998399 th-err= 0.041078 dev= nan test= 0.125000 train= 0.019444
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rnd 221: wh-err= 0.998699 th-err= 0.040787 dev= nan test= 0.125000 train= 0.019444
rnd 222: wh-err= 0.998751 th-err= 0.040736 dev= nan test= 0.125000 train= 0.019444
rnd 223: wh-err= 0.998774 th-err= 0.040686 dev= nan test= 0.125000 train= 0.019444
rnd 224: wh-err= 0.998684 th-err= 0.040633 dev= nan test= 0.125000 train= 0.019444
rnd 225: wh-err= 0.998615 th-err= 0.040576 dev= nan test= 0.125000 train= 0.019444
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rnd 227: wh-err= 0.998555 th-err= 0.040458 dev= nan test= 0.125000 train= 0.019444
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rnd 230: wh-err= 0.998703 th-err= 0.040282 dev= nan test= 0.125000 train= 0.019444
rnd 231: wh-err= 0.998450 th-err= 0.040219 dev= nan test= 0.125000 train= 0.019444
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rnd 287: wh-err= 0.999171 th-err= 0.038040 dev= nan test= 0.125000 train= 0.019444
rnd 288: wh-err= 0.999230 th-err= 0.038010 dev= nan test= 0.125000 train= 0.019444
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rnd 290: wh-err= 0.999067 th-err= 0.037940 dev= nan test= 0.125000 train= 0.019444
rnd 291: wh-err= 0.999242 th-err= 0.037912 dev= nan test= 0.125000 train= 0.019444
rnd 292: wh-err= 0.999252 th-err= 0.037883 dev= nan test= 0.125000 train= 0.019444
rnd 293: wh-err= 0.999253 th-err= 0.037855 dev= nan test= 0.125000 train= 0.019444
rnd 294: wh-err= 0.999253 th-err= 0.037827 dev= nan test= 0.125000 train= 0.019444
rnd 295: wh-err= 0.999277 th-err= 0.037799 dev= nan test= 0.125000 train= 0.019444
rnd 296: wh-err= 0.999156 th-err= 0.037767 dev= nan test= 0.125000 train= 0.019444
rnd 297: wh-err= 0.999197 th-err= 0.037737 dev= nan test= 0.125000 train= 0.019444
rnd 298: wh-err= 0.999153 th-err= 0.037705 dev= nan test= 0.125000 train= 0.019444
rnd 299: wh-err= 0.999190 th-err= 0.037675 dev= nan test= 0.125000 train= 0.019444
rnd 300: wh-err= 0.999213 th-err= 0.037645 dev= nan test= 0.125000 train= 0.019444
rnd 301: wh-err= 0.999295 th-err= 0.037618 dev= nan test= 0.125000 train= 0.019444
rnd 302: wh-err= 0.999107 th-err= 0.037585 dev= nan test= 0.125000 train= 0.019444
rnd 303: wh-err= 0.999246 th-err= 0.037556 dev= nan test= 0.125000 train= 0.019444
rnd 304: wh-err= 0.999234 th-err= 0.037528 dev= nan test= 0.125000 train= 0.019444
rnd 305: wh-err= 0.999277 th-err= 0.037501 dev= nan test= 0.125000 train= 0.019444
rnd 306: wh-err= 0.999290 th-err= 0.037474 dev= nan test= 0.125000 train= 0.019444
rnd 307: wh-err= 0.999324 th-err= 0.037449 dev= nan test= 0.125000 train= 0.019444
rnd 308: wh-err= 0.999325 th-err= 0.037423 dev= nan test= 0.125000 train= 0.019444
rnd 309: wh-err= 0.999376 th-err= 0.037400 dev= nan test= 0.125000 train= 0.019444
rnd 310: wh-err= 0.999382 th-err= 0.037377 dev= nan test= 0.125000 train= 0.019444
rnd 311: wh-err= 0.999135 th-err= 0.037345 dev= nan test= 0.125000 train= 0.019444
rnd 312: wh-err= 0.999343 th-err= 0.037320 dev= nan test= 0.125000 train= 0.019444
rnd 313: wh-err= 0.999344 th-err= 0.037296 dev= nan test= 0.125000 train= 0.019444
rnd 314: wh-err= 0.999299 th-err= 0.037269 dev= nan test= 0.125000 train= 0.019444
rnd 315: wh-err= 0.999386 th-err= 0.037246 dev= nan test= 0.125000 train= 0.019444
rnd 316: wh-err= 0.999387 th-err= 0.037224 dev= nan test= 0.125000 train= 0.019444
rnd 317: wh-err= 0.999390 th-err= 0.037201 dev= nan test= 0.125000 train= 0.019444
rnd 318: wh-err= 0.999406 th-err= 0.037179 dev= nan test= 0.125000 train= 0.019444
rnd 319: wh-err= 0.999411 th-err= 0.037157 dev= nan test= 0.125000 train= 0.019444
rnd 320: wh-err= 0.999437 th-err= 0.037136 dev= nan test= 0.125000 train= 0.019444
rnd 321: wh-err= 0.999307 th-err= 0.037110 dev= nan test= 0.125000 train= 0.019444
rnd 322: wh-err= 0.999383 th-err= 0.037087 dev= nan test= 0.125000 train= 0.019444
rnd 323: wh-err= 0.999435 th-err= 0.037066 dev= nan test= 0.125000 train= 0.019444
rnd 324: wh-err= 0.999460 th-err= 0.037046 dev= nan test= 0.125000 train= 0.019444
rnd 325: wh-err= 0.999377 th-err= 0.037023 dev= nan test= 0.125000 train= 0.019444
rnd 326: wh-err= 0.999455 th-err= 0.037003 dev= nan test= 0.125000 train= 0.019444
rnd 327: wh-err= 0.999463 th-err= 0.036983 dev= nan test= 0.125000 train= 0.019444
rnd 328: wh-err= 0.999447 th-err= 0.036963 dev= nan test= 0.125000 train= 0.019444
rnd 329: wh-err= 0.999427 th-err= 0.036942 dev= nan test= 0.125000 train= 0.019444
rnd 330: wh-err= 0.999401 th-err= 0.036919 dev= nan test= 0.125000 train= 0.019444
rnd 331: wh-err= 0.999456 th-err= 0.036899 dev= nan test= 0.125000 train= 0.019444
rnd 332: wh-err= 0.999458 th-err= 0.036879 dev= nan test= 0.125000 train= 0.019444
rnd 333: wh-err= 0.999332 th-err= 0.036855 dev= nan test= 0.125000 train= 0.019444
rnd 334: wh-err= 0.999335 th-err= 0.036830 dev= nan test= 0.125000 train= 0.019444
rnd 335: wh-err= 0.999361 th-err= 0.036807 dev= nan test= 0.125000 train= 0.019444
rnd 336: wh-err= 0.999402 th-err= 0.036785 dev= nan test= 0.125000 train= 0.019444
rnd 337: wh-err= 0.999415 th-err= 0.036763 dev= nan test= 0.125000 train= 0.019444
rnd 338: wh-err= 0.999450 th-err= 0.036743 dev= nan test= 0.125000 train= 0.019444
rnd 339: wh-err= 0.999470 th-err= 0.036723 dev= nan test= 0.125000 train= 0.019444
rnd 340: wh-err= 0.999486 th-err= 0.036705 dev= nan test= 0.125000 train= 0.019444
rnd 341: wh-err= 0.999489 th-err= 0.036686 dev= nan test= 0.125000 train= 0.019444
rnd 342: wh-err= 0.999511 th-err= 0.036668 dev= nan test= 0.125000 train= 0.019444
rnd 343: wh-err= 0.999512 th-err= 0.036650 dev= nan test= 0.125000 train= 0.019444
rnd 344: wh-err= 0.999518 th-err= 0.036632 dev= nan test= 0.125000 train= 0.019444
rnd 345: wh-err= 0.999520 th-err= 0.036615 dev= nan test= 0.125000 train= 0.019444
rnd 346: wh-err= 0.999522 th-err= 0.036597 dev= nan test= 0.125000 train= 0.019444
rnd 347: wh-err= 0.999511 th-err= 0.036579 dev= nan test= 0.125000 train= 0.019444
rnd 348: wh-err= 0.999428 th-err= 0.036558 dev= nan test= 0.125000 train= 0.019444
rnd 349: wh-err= 0.999451 th-err= 0.036538 dev= nan test= 0.125000 train= 0.019444
rnd 350: wh-err= 0.999477 th-err= 0.036519 dev= nan test= 0.125000 train= 0.019444
rnd 351: wh-err= 0.999483 th-err= 0.036500 dev= nan test= 0.125000 train= 0.019444
rnd 352: wh-err= 0.999503 th-err= 0.036482 dev= nan test= 0.125000 train= 0.019444
rnd 353: wh-err= 0.999525 th-err= 0.036465 dev= nan test= 0.125000 train= 0.019444
rnd 354: wh-err= 0.999525 th-err= 0.036448 dev= nan test= 0.125000 train= 0.019444
rnd 355: wh-err= 0.999539 th-err= 0.036431 dev= nan test= 0.125000 train= 0.019444
rnd 356: wh-err= 0.999546 th-err= 0.036414 dev= nan test= 0.125000 train= 0.019444
rnd 357: wh-err= 0.999551 th-err= 0.036398 dev= nan test= 0.125000 train= 0.019444
rnd 358: wh-err= 0.999552 th-err= 0.036382 dev= nan test= 0.125000 train= 0.019444
rnd 359: wh-err= 0.999554 th-err= 0.036365 dev= nan test= 0.125000 train= 0.019444
rnd 360: wh-err= 0.999558 th-err= 0.036349 dev= nan test= 0.125000 train= 0.019444
rnd 361: wh-err= 0.999560 th-err= 0.036333 dev= nan test= 0.125000 train= 0.019444
rnd 362: wh-err= 0.999561 th-err= 0.036317 dev= nan test= 0.125000 train= 0.019444
rnd 363: wh-err= 0.999581 th-err= 0.036302 dev= nan test= 0.125000 train= 0.019444
rnd 364: wh-err= 0.999586 th-err= 0.036287 dev= nan test= 0.125000 train= 0.019444
rnd 365: wh-err= 0.999589 th-err= 0.036272 dev= nan test= 0.125000 train= 0.019444
rnd 366: wh-err= 0.999590 th-err= 0.036257 dev= nan test= 0.125000 train= 0.019444
rnd 367: wh-err= 0.999584 th-err= 0.036242 dev= nan test= 0.125000 train= 0.019444
rnd 368: wh-err= 0.999529 th-err= 0.036225 dev= nan test= 0.125000 train= 0.019444
rnd 369: wh-err= 0.999561 th-err= 0.036209 dev= nan test= 0.125000 train= 0.019444
rnd 370: wh-err= 0.999590 th-err= 0.036194 dev= nan test= 0.125000 train= 0.019444
rnd 371: wh-err= 0.999551 th-err= 0.036178 dev= nan test= 0.125000 train= 0.019444
rnd 372: wh-err= 0.999577 th-err= 0.036163 dev= nan test= 0.125000 train= 0.019444
rnd 373: wh-err= 0.999600 th-err= 0.036148 dev= nan test= 0.125000 train= 0.019444
rnd 374: wh-err= 0.999605 th-err= 0.036134 dev= nan test= 0.125000 train= 0.019444
rnd 375: wh-err= 0.999596 th-err= 0.036119 dev= nan test= 0.125000 train= 0.019444
rnd 376: wh-err= 0.999394 th-err= 0.036098 dev= nan test= 0.125000 train= 0.019444
rnd 377: wh-err= 0.999531 th-err= 0.036081 dev= nan test= 0.125000 train= 0.019444
rnd 378: wh-err= 0.999563 th-err= 0.036065 dev= nan test= 0.125000 train= 0.019444
rnd 379: wh-err= 0.999569 th-err= 0.036049 dev= nan test= 0.125000 train= 0.019444
rnd 380: wh-err= 0.999581 th-err= 0.036034 dev= nan test= 0.125000 train= 0.019444
rnd 381: wh-err= 0.999582 th-err= 0.036019 dev= nan test= 0.125000 train= 0.019444
rnd 382: wh-err= 0.999585 th-err= 0.036004 dev= nan test= 0.125000 train= 0.019444
rnd 383: wh-err= 0.999592 th-err= 0.035990 dev= nan test= 0.125000 train= 0.019444
rnd 384: wh-err= 0.999599 th-err= 0.035975 dev= nan test= 0.125000 train= 0.019444
rnd 385: wh-err= 0.999599 th-err= 0.035961 dev= nan test= 0.125000 train= 0.019444
rnd 386: wh-err= 0.999602 th-err= 0.035946 dev= nan test= 0.125000 train= 0.019444
rnd 387: wh-err= 0.999442 th-err= 0.035926 dev= nan test= 0.125000 train= 0.019444
rnd 388: wh-err= 0.999594 th-err= 0.035912 dev= nan test= 0.125000 train= 0.019444
rnd 389: wh-err= 0.999607 th-err= 0.035898 dev= nan test= 0.125000 train= 0.019444
rnd 390: wh-err= 0.999623 th-err= 0.035884 dev= nan test= 0.125000 train= 0.019444
rnd 391: wh-err= 0.999628 th-err= 0.035871 dev= nan test= 0.125000 train= 0.019444
rnd 392: wh-err= 0.999633 th-err= 0.035858 dev= nan test= 0.125000 train= 0.019444
rnd 393: wh-err= 0.999624 th-err= 0.035844 dev= nan test= 0.125000 train= 0.019444
rnd 394: wh-err= 0.999447 th-err= 0.035824 dev= nan test= 0.125000 train= 0.019444
rnd 395: wh-err= 0.999555 th-err= 0.035808 dev= nan test= 0.125000 train= 0.019444
rnd 396: wh-err= 0.999593 th-err= 0.035794 dev= nan test= 0.125000 train= 0.019444
rnd 397: wh-err= 0.999595 th-err= 0.035779 dev= nan test= 0.125000 train= 0.019444
rnd 398: wh-err= 0.999612 th-err= 0.035765 dev= nan test= 0.125000 train= 0.019444
rnd 399: wh-err= 0.999635 th-err= 0.035752 dev= nan test= 0.125000 train= 0.019444
rnd 400: wh-err= 0.999613 th-err= 0.035739 dev= nan test= 0.125000 train= 0.019444
rnd 401: wh-err= 0.999636 th-err= 0.035726 dev= nan test= 0.125000 train= 0.019444
rnd 402: wh-err= 0.999617 th-err= 0.035712 dev= nan test= 0.125000 train= 0.019444
rnd 403: wh-err= 0.999633 th-err= 0.035699 dev= nan test= 0.125000 train= 0.019444
rnd 404: wh-err= 0.999640 th-err= 0.035686 dev= nan test= 0.125000 train= 0.019444
rnd 405: wh-err= 0.999644 th-err= 0.035673 dev= nan test= 0.125000 train= 0.019444
rnd 406: wh-err= 0.999633 th-err= 0.035660 dev= nan test= 0.125000 train= 0.019444
rnd 407: wh-err= 0.999646 th-err= 0.035647 dev= nan test= 0.125000 train= 0.019444
rnd 408: wh-err= 0.999650 th-err= 0.035635 dev= nan test= 0.125000 train= 0.019444
rnd 409: wh-err= 0.999650 th-err= 0.035623 dev= nan test= 0.125000 train= 0.019444
rnd 410: wh-err= 0.999654 th-err= 0.035610 dev= nan test= 0.125000 train= 0.019444
rnd 411: wh-err= 0.999655 th-err= 0.035598 dev= nan test= 0.125000 train= 0.019444
rnd 412: wh-err= 0.999656 th-err= 0.035586 dev= nan test= 0.125000 train= 0.019444
rnd 413: wh-err= 0.999657 th-err= 0.035573 dev= nan test= 0.125000 train= 0.019444
rnd 414: wh-err= 0.999658 th-err= 0.035561 dev= nan test= 0.125000 train= 0.019444
rnd 415: wh-err= 0.999660 th-err= 0.035549 dev= nan test= 0.125000 train= 0.019444
rnd 416: wh-err= 0.999659 th-err= 0.035537 dev= nan test= 0.125000 train= 0.019444
rnd 417: wh-err= 0.999660 th-err= 0.035525 dev= nan test= 0.125000 train= 0.019444
rnd 418: wh-err= 0.999668 th-err= 0.035513 dev= nan test= 0.125000 train= 0.019444
rnd 419: wh-err= 0.999657 th-err= 0.035501 dev= nan test= 0.125000 train= 0.019444
rnd 420: wh-err= 0.999672 th-err= 0.035489 dev= nan test= 0.125000 train= 0.019444
rnd 421: wh-err= 0.999678 th-err= 0.035478 dev= nan test= 0.125000 train= 0.019444
rnd 422: wh-err= 0.999679 th-err= 0.035467 dev= nan test= 0.125000 train= 0.019444
rnd 423: wh-err= 0.999582 th-err= 0.035452 dev= nan test= 0.125000 train= 0.019444
rnd 424: wh-err= 0.999642 th-err= 0.035439 dev= nan test= 0.125000 train= 0.019444
rnd 425: wh-err= 0.999650 th-err= 0.035427 dev= nan test= 0.125000 train= 0.019444
rnd 426: wh-err= 0.999651 th-err= 0.035414 dev= nan test= 0.125000 train= 0.019444
rnd 427: wh-err= 0.999655 th-err= 0.035402 dev= nan test= 0.125000 train= 0.019444
rnd 428: wh-err= 0.999617 th-err= 0.035389 dev= nan test= 0.125000 train= 0.019444
rnd 429: wh-err= 0.999627 th-err= 0.035375 dev= nan test= 0.125000 train= 0.019444
rnd 430: wh-err= 0.999652 th-err= 0.035363 dev= nan test= 0.125000 train= 0.019444
rnd 431: wh-err= 0.999656 th-err= 0.035351 dev= nan test= 0.125000 train= 0.019444
rnd 432: wh-err= 0.999662 th-err= 0.035339 dev= nan test= 0.125000 train= 0.019444
rnd 433: wh-err= 0.999667 th-err= 0.035327 dev= nan test= 0.125000 train= 0.019444
rnd 434: wh-err= 0.999588 th-err= 0.035313 dev= nan test= 0.125000 train= 0.019444
rnd 435: wh-err= 0.999637 th-err= 0.035300 dev= nan test= 0.125000 train= 0.019444
rnd 436: wh-err= 0.999643 th-err= 0.035287 dev= nan test= 0.125000 train= 0.019444
rnd 437: wh-err= 0.999645 th-err= 0.035275 dev= nan test= 0.125000 train= 0.019444
rnd 438: wh-err= 0.999661 th-err= 0.035263 dev= nan test= 0.125000 train= 0.019444
rnd 439: wh-err= 0.999674 th-err= 0.035251 dev= nan test= 0.125000 train= 0.019444
rnd 440: wh-err= 0.999662 th-err= 0.035239 dev= nan test= 0.125000 train= 0.019444
rnd 441: wh-err= 0.999684 th-err= 0.035228 dev= nan test= 0.125000 train= 0.019444
rnd 442: wh-err= 0.999685 th-err= 0.035217 dev= nan test= 0.125000 train= 0.019444
rnd 443: wh-err= 0.999684 th-err= 0.035206 dev= nan test= 0.125000 train= 0.019444
rnd 444: wh-err= 0.999691 th-err= 0.035195 dev= nan test= 0.125000 train= 0.019444
rnd 445: wh-err= 0.999691 th-err= 0.035184 dev= nan test= 0.125000 train= 0.019444
rnd 446: wh-err= 0.999694 th-err= 0.035173 dev= nan test= 0.125000 train= 0.019444
rnd 447: wh-err= 0.999651 th-err= 0.035161 dev= nan test= 0.125000 train= 0.019444
rnd 448: wh-err= 0.999689 th-err= 0.035150 dev= nan test= 0.125000 train= 0.019444
rnd 449: wh-err= 0.999695 th-err= 0.035139 dev= nan test= 0.125000 train= 0.019444
rnd 450: wh-err= 0.999702 th-err= 0.035129 dev= nan test= 0.125000 train= 0.019444
rnd 451: wh-err= 0.999706 th-err= 0.035119 dev= nan test= 0.125000 train= 0.019444
rnd 452: wh-err= 0.999709 th-err= 0.035108 dev= nan test= 0.125000 train= 0.019444
rnd 453: wh-err= 0.999709 th-err= 0.035098 dev= nan test= 0.125000 train= 0.019444
rnd 454: wh-err= 0.999711 th-err= 0.035088 dev= nan test= 0.125000 train= 0.019444
rnd 455: wh-err= 0.999712 th-err= 0.035078 dev= nan test= 0.125000 train= 0.019444
rnd 456: wh-err= 0.999712 th-err= 0.035068 dev= nan test= 0.125000 train= 0.019444
rnd 457: wh-err= 0.999715 th-err= 0.035058 dev= nan test= 0.125000 train= 0.019444
rnd 458: wh-err= 0.999716 th-err= 0.035048 dev= nan test= 0.125000 train= 0.019444
rnd 459: wh-err= 0.999719 th-err= 0.035038 dev= nan test= 0.125000 train= 0.019444
rnd 460: wh-err= 0.999714 th-err= 0.035028 dev= nan test= 0.125000 train= 0.019444
rnd 461: wh-err= 0.999680 th-err= 0.035017 dev= nan test= 0.125000 train= 0.019444
rnd 462: wh-err= 0.999712 th-err= 0.035007 dev= nan test= 0.125000 train= 0.019444
rnd 463: wh-err= 0.999721 th-err= 0.034997 dev= nan test= 0.125000 train= 0.019444
rnd 464: wh-err= 0.999712 th-err= 0.034987 dev= nan test= 0.125000 train= 0.019444
rnd 465: wh-err= 0.999710 th-err= 0.034977 dev= nan test= 0.125000 train= 0.019444
rnd 466: wh-err= 0.999667 th-err= 0.034965 dev= nan test= 0.125000 train= 0.019444
rnd 467: wh-err= 0.999701 th-err= 0.034955 dev= nan test= 0.125000 train= 0.019444
rnd 468: wh-err= 0.999722 th-err= 0.034945 dev= nan test= 0.125000 train= 0.019444
rnd 469: wh-err= 0.999726 th-err= 0.034935 dev= nan test= 0.125000 train= 0.019444
rnd 470: wh-err= 0.999728 th-err= 0.034926 dev= nan test= 0.125000 train= 0.019444
rnd 471: wh-err= 0.999730 th-err= 0.034916 dev= nan test= 0.125000 train= 0.019444
rnd 472: wh-err= 0.999730 th-err= 0.034907 dev= nan test= 0.125000 train= 0.019444
rnd 473: wh-err= 0.999728 th-err= 0.034897 dev= nan test= 0.125000 train= 0.019444
rnd 474: wh-err= 0.999679 th-err= 0.034886 dev= nan test= 0.125000 train= 0.019444
rnd 475: wh-err= 0.999721 th-err= 0.034876 dev= nan test= 0.125000 train= 0.019444
rnd 476: wh-err= 0.999725 th-err= 0.034867 dev= nan test= 0.125000 train= 0.019444
rnd 477: wh-err= 0.999727 th-err= 0.034857 dev= nan test= 0.125000 train= 0.019444
rnd 478: wh-err= 0.999731 th-err= 0.034848 dev= nan test= 0.125000 train= 0.019444
rnd 479: wh-err= 0.999667 th-err= 0.034836 dev= nan test= 0.125000 train= 0.019444
rnd 480: wh-err= 0.999681 th-err= 0.034825 dev= nan test= 0.125000 train= 0.019444
rnd 481: wh-err= 0.999686 th-err= 0.034814 dev= nan test= 0.125000 train= 0.019444
rnd 482: wh-err= 0.999694 th-err= 0.034804 dev= nan test= 0.125000 train= 0.019444
rnd 483: wh-err= 0.999662 th-err= 0.034792 dev= nan test= 0.125000 train= 0.019444
rnd 484: wh-err= 0.999672 th-err= 0.034781 dev= nan test= 0.125000 train= 0.019444
rnd 485: wh-err= 0.999706 th-err= 0.034770 dev= nan test= 0.125000 train= 0.019444
rnd 486: wh-err= 0.999712 th-err= 0.034760 dev= nan test= 0.125000 train= 0.019444
rnd 487: wh-err= 0.999714 th-err= 0.034750 dev= nan test= 0.125000 train= 0.019444
rnd 488: wh-err= 0.999726 th-err= 0.034741 dev= nan test= 0.125000 train= 0.019444
rnd 489: wh-err= 0.999727 th-err= 0.034731 dev= nan test= 0.125000 train= 0.019444
rnd 490: wh-err= 0.999677 th-err= 0.034720 dev= nan test= 0.125000 train= 0.019444
rnd 491: wh-err= 0.999702 th-err= 0.034710 dev= nan test= 0.125000 train= 0.019444
rnd 492: wh-err= 0.999709 th-err= 0.034700 dev= nan test= 0.125000 train= 0.019444
rnd 493: wh-err= 0.999730 th-err= 0.034690 dev= nan test= 0.125000 train= 0.019444
rnd 494: wh-err= 0.999732 th-err= 0.034681 dev= nan test= 0.125000 train= 0.019444
rnd 495: wh-err= 0.999737 th-err= 0.034672 dev= nan test= 0.125000 train= 0.019444
rnd 496: wh-err= 0.999738 th-err= 0.034663 dev= nan test= 0.125000 train= 0.019444
rnd 497: wh-err= 0.999738 th-err= 0.034654 dev= nan test= 0.125000 train= 0.019444
rnd 498: wh-err= 0.999745 th-err= 0.034645 dev= nan test= 0.125000 train= 0.019444
rnd 499: wh-err= 0.999738 th-err= 0.034636 dev= nan test= 0.125000 train= 0.019444
rnd 500: wh-err= 0.999691 th-err= 0.034625 dev= nan test= 0.125000 train= 0.019444
rnd 501: wh-err= 0.999748 th-err= 0.034616 dev= nan test= 0.125000 train= 0.019444
rnd 502: wh-err= 0.999748 th-err= 0.034608 dev= nan test= 0.125000 train= 0.019444
rnd 503: wh-err= 0.999750 th-err= 0.034599 dev= nan test= 0.125000 train= 0.019444
rnd 504: wh-err= 0.999751 th-err= 0.034590 dev= nan test= 0.125000 train= 0.019444
rnd 505: wh-err= 0.999741 th-err= 0.034581 dev= nan test= 0.125000 train= 0.019444
rnd 506: wh-err= 0.999683 th-err= 0.034570 dev= nan test= 0.125000 train= 0.019444
rnd 507: wh-err= 0.999722 th-err= 0.034561 dev= nan test= 0.125000 train= 0.019444
rnd 508: wh-err= 0.999737 th-err= 0.034552 dev= nan test= 0.125000 train= 0.019444
rnd 509: wh-err= 0.999692 th-err= 0.034541 dev= nan test= 0.125000 train= 0.019444
rnd 510: wh-err= 0.999728 th-err= 0.034532 dev= nan test= 0.125000 train= 0.019444
rnd 511: wh-err= 0.999735 th-err= 0.034523 dev= nan test= 0.125000 train= 0.019444
rnd 512: wh-err= 0.999744 th-err= 0.034514 dev= nan test= 0.125000 train= 0.019444
rnd 513: wh-err= 0.999747 th-err= 0.034505 dev= nan test= 0.125000 train= 0.019444
rnd 514: wh-err= 0.999752 th-err= 0.034496 dev= nan test= 0.125000 train= 0.019444
rnd 515: wh-err= 0.999756 th-err= 0.034488 dev= nan test= 0.125000 train= 0.019444
rnd 516: wh-err= 0.999757 th-err= 0.034480 dev= nan test= 0.125000 train= 0.019444
rnd 517: wh-err= 0.999759 th-err= 0.034471 dev= nan test= 0.125000 train= 0.019444
rnd 518: wh-err= 0.999758 th-err= 0.034463 dev= nan test= 0.125000 train= 0.019444
rnd 519: wh-err= 0.999759 th-err= 0.034455 dev= nan test= 0.125000 train= 0.019444
rnd 520: wh-err= 0.999760 th-err= 0.034446 dev= nan test= 0.125000 train= 0.019444
rnd 521: wh-err= 0.999761 th-err= 0.034438 dev= nan test= 0.125000 train= 0.019444
rnd 522: wh-err= 0.999762 th-err= 0.034430 dev= nan test= 0.125000 train= 0.019444
rnd 523: wh-err= 0.999763 th-err= 0.034422 dev= nan test= 0.125000 train= 0.019444
rnd 524: wh-err= 0.999768 th-err= 0.034414 dev= nan test= 0.125000 train= 0.019444
rnd 525: wh-err= 0.999771 th-err= 0.034406 dev= nan test= 0.125000 train= 0.019444
rnd 526: wh-err= 0.999772 th-err= 0.034398 dev= nan test= 0.125000 train= 0.019444
rnd 527: wh-err= 0.999773 th-err= 0.034390 dev= nan test= 0.125000 train= 0.019444
rnd 528: wh-err= 0.999774 th-err= 0.034383 dev= nan test= 0.125000 train= 0.019444
rnd 529: wh-err= 0.999774 th-err= 0.034375 dev= nan test= 0.125000 train= 0.019444
rnd 530: wh-err= 0.999775 th-err= 0.034367 dev= nan test= 0.125000 train= 0.019444
rnd 531: wh-err= 0.999775 th-err= 0.034359 dev= nan test= 0.125000 train= 0.019444
rnd 532: wh-err= 0.999775 th-err= 0.034352 dev= nan test= 0.125000 train= 0.019444
rnd 533: wh-err= 0.999775 th-err= 0.034344 dev= nan test= 0.125000 train= 0.019444
rnd 534: wh-err= 0.999778 th-err= 0.034336 dev= nan test= 0.125000 train= 0.019444
rnd 535: wh-err= 0.999764 th-err= 0.034328 dev= nan test= 0.125000 train= 0.019444
rnd 536: wh-err= 0.999766 th-err= 0.034320 dev= nan test= 0.125000 train= 0.019444
rnd 537: wh-err= 0.999779 th-err= 0.034312 dev= nan test= 0.125000 train= 0.019444
rnd 538: wh-err= 0.999779 th-err= 0.034305 dev= nan test= 0.125000 train= 0.019444
rnd 539: wh-err= 0.999780 th-err= 0.034297 dev= nan test= 0.125000 train= 0.019444
rnd 540: wh-err= 0.999781 th-err= 0.034290 dev= nan test= 0.125000 train= 0.019444
rnd 541: wh-err= 0.999781 th-err= 0.034282 dev= nan test= 0.125000 train= 0.019444
rnd 542: wh-err= 0.999782 th-err= 0.034275 dev= nan test= 0.125000 train= 0.019444
rnd 543: wh-err= 0.999784 th-err= 0.034267 dev= nan test= 0.125000 train= 0.019444
rnd 544: wh-err= 0.999785 th-err= 0.034260 dev= nan test= 0.125000 train= 0.019444
rnd 545: wh-err= 0.999786 th-err= 0.034253 dev= nan test= 0.125000 train= 0.019444
rnd 546: wh-err= 0.999787 th-err= 0.034245 dev= nan test= 0.125000 train= 0.019444
rnd 547: wh-err= 0.999788 th-err= 0.034238 dev= nan test= 0.125000 train= 0.019444
rnd 548: wh-err= 0.999789 th-err= 0.034231 dev= nan test= 0.125000 train= 0.019444
rnd 549: wh-err= 0.999790 th-err= 0.034224 dev= nan test= 0.125000 train= 0.019444
rnd 550: wh-err= 0.999790 th-err= 0.034217 dev= nan test= 0.125000 train= 0.019444
rnd 551: wh-err= 0.999790 th-err= 0.034209 dev= nan test= 0.125000 train= 0.019444
rnd 552: wh-err= 0.999791 th-err= 0.034202 dev= nan test= 0.125000 train= 0.019444
rnd 553: wh-err= 0.999751 th-err= 0.034194 dev= nan test= 0.125000 train= 0.019444
rnd 554: wh-err= 0.999758 th-err= 0.034185 dev= nan test= 0.125000 train= 0.019444
rnd 555: wh-err= 0.999777 th-err= 0.034178 dev= nan test= 0.125000 train= 0.019444
rnd 556: wh-err= 0.999786 th-err= 0.034170 dev= nan test= 0.125000 train= 0.019444
rnd 557: wh-err= 0.999788 th-err= 0.034163 dev= nan test= 0.125000 train= 0.019444
rnd 558: wh-err= 0.999775 th-err= 0.034156 dev= nan test= 0.125000 train= 0.019444
rnd 559: wh-err= 0.999787 th-err= 0.034148 dev= nan test= 0.125000 train= 0.019444
rnd 560: wh-err= 0.999791 th-err= 0.034141 dev= nan test= 0.125000 train= 0.019444
rnd 561: wh-err= 0.999791 th-err= 0.034134 dev= nan test= 0.125000 train= 0.019444
rnd 562: wh-err= 0.999728 th-err= 0.034125 dev= nan test= 0.125000 train= 0.019444
rnd 563: wh-err= 0.999789 th-err= 0.034117 dev= nan test= 0.125000 train= 0.019444
rnd 564: wh-err= 0.999758 th-err= 0.034109 dev= nan test= 0.125000 train= 0.019444
rnd 565: wh-err= 0.999777 th-err= 0.034102 dev= nan test= 0.125000 train= 0.019444
rnd 566: wh-err= 0.999781 th-err= 0.034094 dev= nan test= 0.125000 train= 0.019444
rnd 567: wh-err= 0.999793 th-err= 0.034087 dev= nan test= 0.125000 train= 0.019444
rnd 568: wh-err= 0.999793 th-err= 0.034080 dev= nan test= 0.125000 train= 0.019444
rnd 569: wh-err= 0.999795 th-err= 0.034073 dev= nan test= 0.125000 train= 0.019444
rnd 570: wh-err= 0.999796 th-err= 0.034066 dev= nan test= 0.125000 train= 0.019444
rnd 571: wh-err= 0.999797 th-err= 0.034059 dev= nan test= 0.125000 train= 0.019444
rnd 572: wh-err= 0.999798 th-err= 0.034052 dev= nan test= 0.125000 train= 0.019444
rnd 573: wh-err= 0.999798 th-err= 0.034045 dev= nan test= 0.125000 train= 0.019444
rnd 574: wh-err= 0.999799 th-err= 0.034039 dev= nan test= 0.125000 train= 0.019444
rnd 575: wh-err= 0.999799 th-err= 0.034032 dev= nan test= 0.125000 train= 0.019444
rnd 576: wh-err= 0.999799 th-err= 0.034025 dev= nan test= 0.125000 train= 0.019444
rnd 577: wh-err= 0.999713 th-err= 0.034015 dev= nan test= 0.125000 train= 0.019444
rnd 578: wh-err= 0.999758 th-err= 0.034007 dev= nan test= 0.125000 train= 0.019444
rnd 579: wh-err= 0.999725 th-err= 0.033997 dev= nan test= 0.125000 train= 0.019444
rnd 580: wh-err= 0.999754 th-err= 0.033989 dev= nan test= 0.125000 train= 0.019444
rnd 581: wh-err= 0.999758 th-err= 0.033981 dev= nan test= 0.125000 train= 0.019444
rnd 582: wh-err= 0.999763 th-err= 0.033973 dev= nan test= 0.125000 train= 0.019444
rnd 583: wh-err= 0.999764 th-err= 0.033965 dev= nan test= 0.125000 train= 0.019444
rnd 584: wh-err= 0.999776 th-err= 0.033957 dev= nan test= 0.125000 train= 0.019444
rnd 585: wh-err= 0.999777 th-err= 0.033950 dev= nan test= 0.125000 train= 0.019444
rnd 586: wh-err= 0.999770 th-err= 0.033942 dev= nan test= 0.125000 train= 0.019444
rnd 587: wh-err= 0.999778 th-err= 0.033934 dev= nan test= 0.125000 train= 0.019444
rnd 588: wh-err= 0.999744 th-err= 0.033926 dev= nan test= 0.125000 train= 0.019444
rnd 589: wh-err= 0.999767 th-err= 0.033918 dev= nan test= 0.125000 train= 0.019444
rnd 590: wh-err= 0.999781 th-err= 0.033910 dev= nan test= 0.125000 train= 0.019444
rnd 591: wh-err= 0.999784 th-err= 0.033903 dev= nan test= 0.125000 train= 0.019444
rnd 592: wh-err= 0.999786 th-err= 0.033896 dev= nan test= 0.125000 train= 0.019444
rnd 593: wh-err= 0.999790 th-err= 0.033889 dev= nan test= 0.125000 train= 0.019444
rnd 594: wh-err= 0.999791 th-err= 0.033881 dev= nan test= 0.125000 train= 0.019444
rnd 595: wh-err= 0.999796 th-err= 0.033875 dev= nan test= 0.125000 train= 0.019444
rnd 596: wh-err= 0.999797 th-err= 0.033868 dev= nan test= 0.125000 train= 0.019444
rnd 597: wh-err= 0.999798 th-err= 0.033861 dev= nan test= 0.125000 train= 0.019444
rnd 598: wh-err= 0.999793 th-err= 0.033854 dev= nan test= 0.125000 train= 0.019444
rnd 599: wh-err= 0.999798 th-err= 0.033847 dev= nan test= 0.125000 train= 0.019444
rnd 600: wh-err= 0.999799 th-err= 0.033840 dev= nan test= 0.125000 train= 0.019444
rnd 601: wh-err= 0.999800 th-err= 0.033833 dev= nan test= 0.125000 train= 0.019444
rnd 602: wh-err= 0.999802 th-err= 0.033827 dev= nan test= 0.125000 train= 0.019444
rnd 603: wh-err= 0.999804 th-err= 0.033820 dev= nan test= 0.125000 train= 0.019444
rnd 604: wh-err= 0.999804 th-err= 0.033813 dev= nan test= 0.125000 train= 0.019444
rnd 605: wh-err= 0.999805 th-err= 0.033807 dev= nan test= 0.125000 train= 0.019444
rnd 606: wh-err= 0.999806 th-err= 0.033800 dev= nan test= 0.125000 train= 0.019444
rnd 607: wh-err= 0.999807 th-err= 0.033794 dev= nan test= 0.125000 train= 0.019444
rnd 608: wh-err= 0.999808 th-err= 0.033787 dev= nan test= 0.125000 train= 0.019444
rnd 609: wh-err= 0.999810 th-err= 0.033781 dev= nan test= 0.125000 train= 0.019444
rnd 610: wh-err= 0.999810 th-err= 0.033774 dev= nan test= 0.125000 train= 0.019444
rnd 611: wh-err= 0.999810 th-err= 0.033768 dev= nan test= 0.125000 train= 0.019444
rnd 612: wh-err= 0.999811 th-err= 0.033762 dev= nan test= 0.125000 train= 0.019444
rnd 613: wh-err= 0.999813 th-err= 0.033755 dev= nan test= 0.125000 train= 0.019444
rnd 614: wh-err= 0.999814 th-err= 0.033749 dev= nan test= 0.125000 train= 0.019444
rnd 615: wh-err= 0.999816 th-err= 0.033743 dev= nan test= 0.125000 train= 0.019444
rnd 616: wh-err= 0.999816 th-err= 0.033737 dev= nan test= 0.125000 train= 0.019444
rnd 617: wh-err= 0.999816 th-err= 0.033730 dev= nan test= 0.125000 train= 0.019444
rnd 618: wh-err= 0.999816 th-err= 0.033724 dev= nan test= 0.125000 train= 0.019444
rnd 619: wh-err= 0.999817 th-err= 0.033718 dev= nan test= 0.125000 train= 0.019444
rnd 620: wh-err= 0.999818 th-err= 0.033712 dev= nan test= 0.125000 train= 0.019444
rnd 621: wh-err= 0.999818 th-err= 0.033706 dev= nan test= 0.125000 train= 0.019444
rnd 622: wh-err= 0.999819 th-err= 0.033700 dev= nan test= 0.125000 train= 0.019444
rnd 623: wh-err= 0.999820 th-err= 0.033694 dev= nan test= 0.125000 train= 0.019444
rnd 624: wh-err= 0.999819 th-err= 0.033688 dev= nan test= 0.125000 train= 0.019444
rnd 625: wh-err= 0.999795 th-err= 0.033681 dev= nan test= 0.125000 train= 0.019444
rnd 626: wh-err= 0.999798 th-err= 0.033674 dev= nan test= 0.125000 train= 0.019444
rnd 627: wh-err= 0.999803 th-err= 0.033667 dev= nan test= 0.125000 train= 0.019444
rnd 628: wh-err= 0.999805 th-err= 0.033661 dev= nan test= 0.125000 train= 0.019444
rnd 629: wh-err= 0.999810 th-err= 0.033654 dev= nan test= 0.125000 train= 0.019444
rnd 630: wh-err= 0.999811 th-err= 0.033648 dev= nan test= 0.125000 train= 0.019444
rnd 631: wh-err= 0.999817 th-err= 0.033642 dev= nan test= 0.125000 train= 0.019444
rnd 632: wh-err= 0.999819 th-err= 0.033636 dev= nan test= 0.125000 train= 0.019444
rnd 633: wh-err= 0.999821 th-err= 0.033630 dev= nan test= 0.125000 train= 0.019444
rnd 634: wh-err= 0.999822 th-err= 0.033624 dev= nan test= 0.125000 train= 0.019444
rnd 635: wh-err= 0.999822 th-err= 0.033618 dev= nan test= 0.125000 train= 0.019444
rnd 636: wh-err= 0.999823 th-err= 0.033612 dev= nan test= 0.125000 train= 0.019444
rnd 637: wh-err= 0.999823 th-err= 0.033606 dev= nan test= 0.125000 train= 0.019444
rnd 638: wh-err= 0.999823 th-err= 0.033600 dev= nan test= 0.125000 train= 0.019444
rnd 639: wh-err= 0.999824 th-err= 0.033594 dev= nan test= 0.125000 train= 0.019444
rnd 640: wh-err= 0.999824 th-err= 0.033588 dev= nan test= 0.125000 train= 0.019444
rnd 641: wh-err= 0.999825 th-err= 0.033582 dev= nan test= 0.125000 train= 0.019444
rnd 642: wh-err= 0.999825 th-err= 0.033576 dev= nan test= 0.125000 train= 0.019444
rnd 643: wh-err= 0.999826 th-err= 0.033570 dev= nan test= 0.125000 train= 0.019444
rnd 644: wh-err= 0.999826 th-err= 0.033565 dev= nan test= 0.125000 train= 0.019444
rnd 645: wh-err= 0.999824 th-err= 0.033559 dev= nan test= 0.125000 train= 0.019444
rnd 646: wh-err= 0.999826 th-err= 0.033553 dev= nan test= 0.125000 train= 0.019444
rnd 647: wh-err= 0.999827 th-err= 0.033547 dev= nan test= 0.125000 train= 0.019444
rnd 648: wh-err= 0.999827 th-err= 0.033541 dev= nan test= 0.125000 train= 0.019444
rnd 649: wh-err= 0.999828 th-err= 0.033535 dev= nan test= 0.125000 train= 0.019444
rnd 650: wh-err= 0.999828 th-err= 0.033530 dev= nan test= 0.125000 train= 0.019444
rnd 651: wh-err= 0.999828 th-err= 0.033524 dev= nan test= 0.125000 train= 0.019444
rnd 652: wh-err= 0.999829 th-err= 0.033518 dev= nan test= 0.125000 train= 0.019444
rnd 653: wh-err= 0.999829 th-err= 0.033512 dev= nan test= 0.125000 train= 0.019444
rnd 654: wh-err= 0.999816 th-err= 0.033506 dev= nan test= 0.125000 train= 0.019444
rnd 655: wh-err= 0.999820 th-err= 0.033500 dev= nan test= 0.125000 train= 0.019444
rnd 656: wh-err= 0.999822 th-err= 0.033494 dev= nan test= 0.125000 train= 0.019444
rnd 657: wh-err= 0.999829 th-err= 0.033489 dev= nan test= 0.125000 train= 0.019444
rnd 658: wh-err= 0.999808 th-err= 0.033482 dev= nan test= 0.125000 train= 0.019444
rnd 659: wh-err= 0.999830 th-err= 0.033476 dev= nan test= 0.125000 train= 0.019444
rnd 660: wh-err= 0.999830 th-err= 0.033471 dev= nan test= 0.125000 train= 0.019444
rnd 661: wh-err= 0.999831 th-err= 0.033465 dev= nan test= 0.125000 train= 0.019444
rnd 662: wh-err= 0.999831 th-err= 0.033459 dev= nan test= 0.125000 train= 0.019444
rnd 663: wh-err= 0.999831 th-err= 0.033454 dev= nan test= 0.125000 train= 0.019444
rnd 664: wh-err= 0.999831 th-err= 0.033448 dev= nan test= 0.125000 train= 0.019444
rnd 665: wh-err= 0.999832 th-err= 0.033443 dev= nan test= 0.125000 train= 0.019444
rnd 666: wh-err= 0.999834 th-err= 0.033437 dev= nan test= 0.125000 train= 0.019444
rnd 667: wh-err= 0.999834 th-err= 0.033431 dev= nan test= 0.125000 train= 0.019444
rnd 668: wh-err= 0.999834 th-err= 0.033426 dev= nan test= 0.125000 train= 0.019444
rnd 669: wh-err= 0.999835 th-err= 0.033420 dev= nan test= 0.125000 train= 0.019444
rnd 670: wh-err= 0.999835 th-err= 0.033415 dev= nan test= 0.125000 train= 0.019444
rnd 671: wh-err= 0.999815 th-err= 0.033409 dev= nan test= 0.125000 train= 0.019444
rnd 672: wh-err= 0.999823 th-err= 0.033403 dev= nan test= 0.125000 train= 0.019444
rnd 673: wh-err= 0.999823 th-err= 0.033397 dev= nan test= 0.125000 train= 0.019444
rnd 674: wh-err= 0.999805 th-err= 0.033390 dev= nan test= 0.125000 train= 0.019444
rnd 675: wh-err= 0.999810 th-err= 0.033384 dev= nan test= 0.125000 train= 0.019444
rnd 676: wh-err= 0.999814 th-err= 0.033378 dev= nan test= 0.125000 train= 0.019444
rnd 677: wh-err= 0.999811 th-err= 0.033371 dev= nan test= 0.125000 train= 0.019444
rnd 678: wh-err= 0.999816 th-err= 0.033365 dev= nan test= 0.125000 train= 0.019444
rnd 679: wh-err= 0.999819 th-err= 0.033359 dev= nan test= 0.125000 train= 0.019444
rnd 680: wh-err= 0.999820 th-err= 0.033353 dev= nan test= 0.125000 train= 0.019444
rnd 681: wh-err= 0.999823 th-err= 0.033347 dev= nan test= 0.125000 train= 0.019444
rnd 682: wh-err= 0.999827 th-err= 0.033342 dev= nan test= 0.125000 train= 0.019444
rnd 683: wh-err= 0.999828 th-err= 0.033336 dev= nan test= 0.125000 train= 0.019444
rnd 684: wh-err= 0.999829 th-err= 0.033330 dev= nan test= 0.125000 train= 0.019444
rnd 685: wh-err= 0.999830 th-err= 0.033325 dev= nan test= 0.125000 train= 0.019444
rnd 686: wh-err= 0.999831 th-err= 0.033319 dev= nan test= 0.125000 train= 0.019444
rnd 687: wh-err= 0.999834 th-err= 0.033313 dev= nan test= 0.125000 train= 0.019444
rnd 688: wh-err= 0.999835 th-err= 0.033308 dev= nan test= 0.125000 train= 0.019444
rnd 689: wh-err= 0.999836 th-err= 0.033302 dev= nan test= 0.125000 train= 0.019444
rnd 690: wh-err= 0.999837 th-err= 0.033297 dev= nan test= 0.125000 train= 0.019444
rnd 691: wh-err= 0.999837 th-err= 0.033292 dev= nan test= 0.125000 train= 0.019444
rnd 692: wh-err= 0.999837 th-err= 0.033286 dev= nan test= 0.125000 train= 0.019444
rnd 693: wh-err= 0.999839 th-err= 0.033281 dev= nan test= 0.125000 train= 0.019444
rnd 694: wh-err= 0.999839 th-err= 0.033275 dev= nan test= 0.125000 train= 0.019444
rnd 695: wh-err= 0.999840 th-err= 0.033270 dev= nan test= 0.125000 train= 0.019444
rnd 696: wh-err= 0.999840 th-err= 0.033265 dev= nan test= 0.125000 train= 0.019444
rnd 697: wh-err= 0.999841 th-err= 0.033259 dev= nan test= 0.125000 train= 0.019444
rnd 698: wh-err= 0.999842 th-err= 0.033254 dev= nan test= 0.125000 train= 0.019444
rnd 699: wh-err= 0.999842 th-err= 0.033249 dev= nan test= 0.125000 train= 0.019444
rnd 700: wh-err= 0.999832 th-err= 0.033243 dev= nan test= 0.125000 train= 0.019444
rnd 701: wh-err= 0.999837 th-err= 0.033238 dev= nan test= 0.125000 train= 0.019444
rnd 702: wh-err= 0.999803 th-err= 0.033231 dev= nan test= 0.125000 train= 0.019444
rnd 703: wh-err= 0.999813 th-err= 0.033225 dev= nan test= 0.125000 train= 0.019444
rnd 704: wh-err= 0.999825 th-err= 0.033219 dev= nan test= 0.125000 train= 0.019444
rnd 705: wh-err= 0.999827 th-err= 0.033214 dev= nan test= 0.125000 train= 0.019444
rnd 706: wh-err= 0.999830 th-err= 0.033208 dev= nan test= 0.125000 train= 0.019444
rnd 707: wh-err= 0.999833 th-err= 0.033202 dev= nan test= 0.125000 train= 0.019444
rnd 708: wh-err= 0.999835 th-err= 0.033197 dev= nan test= 0.125000 train= 0.019444
rnd 709: wh-err= 0.999837 th-err= 0.033191 dev= nan test= 0.125000 train= 0.019444
rnd 710: wh-err= 0.999837 th-err= 0.033186 dev= nan test= 0.125000 train= 0.019444
rnd 711: wh-err= 0.999837 th-err= 0.033181 dev= nan test= 0.125000 train= 0.019444
rnd 712: wh-err= 0.999836 th-err= 0.033175 dev= nan test= 0.125000 train= 0.019444
rnd 713: wh-err= 0.999840 th-err= 0.033170 dev= nan test= 0.125000 train= 0.019444
rnd 714: wh-err= 0.999840 th-err= 0.033165 dev= nan test= 0.125000 train= 0.019444
rnd 715: wh-err= 0.999842 th-err= 0.033159 dev= nan test= 0.125000 train= 0.019444
rnd 716: wh-err= 0.999842 th-err= 0.033154 dev= nan test= 0.125000 train= 0.019444
rnd 717: wh-err= 0.999842 th-err= 0.033149 dev= nan test= 0.125000 train= 0.019444
rnd 718: wh-err= 0.999843 th-err= 0.033144 dev= nan test= 0.125000 train= 0.019444
rnd 719: wh-err= 0.999844 th-err= 0.033139 dev= nan test= 0.125000 train= 0.019444
rnd 720: wh-err= 0.999844 th-err= 0.033133 dev= nan test= 0.125000 train= 0.019444
rnd 721: wh-err= 0.999841 th-err= 0.033128 dev= nan test= 0.125000 train= 0.019444
rnd 722: wh-err= 0.999844 th-err= 0.033123 dev= nan test= 0.125000 train= 0.019444
rnd 723: wh-err= 0.999845 th-err= 0.033118 dev= nan test= 0.125000 train= 0.019444
rnd 724: wh-err= 0.999811 th-err= 0.033112 dev= nan test= 0.125000 train= 0.019444
rnd 725: wh-err= 0.999841 th-err= 0.033106 dev= nan test= 0.125000 train= 0.019444
rnd 726: wh-err= 0.999845 th-err= 0.033101 dev= nan test= 0.125000 train= 0.019444
rnd 727: wh-err= 0.999846 th-err= 0.033096 dev= nan test= 0.125000 train= 0.019444
rnd 728: wh-err= 0.999847 th-err= 0.033091 dev= nan test= 0.125000 train= 0.019444
rnd 729: wh-err= 0.999847 th-err= 0.033086 dev= nan test= 0.125000 train= 0.019444
rnd 730: wh-err= 0.999848 th-err= 0.033081 dev= nan test= 0.125000 train= 0.019444
rnd 731: wh-err= 0.999849 th-err= 0.033076 dev= nan test= 0.125000 train= 0.019444
rnd 732: wh-err= 0.999849 th-err= 0.033071 dev= nan test= 0.125000 train= 0.019444
rnd 733: wh-err= 0.999851 th-err= 0.033066 dev= nan test= 0.125000 train= 0.019444
rnd 734: wh-err= 0.999851 th-err= 0.033061 dev= nan test= 0.125000 train= 0.019444
rnd 735: wh-err= 0.999852 th-err= 0.033056 dev= nan test= 0.125000 train= 0.019444
rnd 736: wh-err= 0.999852 th-err= 0.033051 dev= nan test= 0.125000 train= 0.019444
rnd 737: wh-err= 0.999834 th-err= 0.033046 dev= nan test= 0.125000 train= 0.019444
rnd 738: wh-err= 0.999844 th-err= 0.033041 dev= nan test= 0.125000 train= 0.019444
rnd 739: wh-err= 0.999852 th-err= 0.033036 dev= nan test= 0.125000 train= 0.019444
rnd 740: wh-err= 0.999852 th-err= 0.033031 dev= nan test= 0.125000 train= 0.019444
rnd 741: wh-err= 0.999853 th-err= 0.033026 dev= nan test= 0.125000 train= 0.019444
rnd 742: wh-err= 0.999855 th-err= 0.033021 dev= nan test= 0.125000 train= 0.019444
rnd 743: wh-err= 0.999842 th-err= 0.033016 dev= nan test= 0.125000 train= 0.019444
rnd 744: wh-err= 0.999854 th-err= 0.033011 dev= nan test= 0.125000 train= 0.019444
rnd 745: wh-err= 0.999855 th-err= 0.033006 dev= nan test= 0.125000 train= 0.019444
rnd 746: wh-err= 0.999849 th-err= 0.033001 dev= nan test= 0.125000 train= 0.019444
rnd 747: wh-err= 0.999818 th-err= 0.032995 dev= nan test= 0.125000 train= 0.019444
rnd 748: wh-err= 0.999855 th-err= 0.032991 dev= nan test= 0.125000 train= 0.019444
rnd 749: wh-err= 0.999854 th-err= 0.032986 dev= nan test= 0.125000 train= 0.019444
rnd 750: wh-err= 0.999855 th-err= 0.032981 dev= nan test= 0.125000 train= 0.019444
rnd 751: wh-err= 0.999856 th-err= 0.032976 dev= nan test= 0.125000 train= 0.019444
rnd 752: wh-err= 0.999856 th-err= 0.032972 dev= nan test= 0.125000 train= 0.019444
rnd 753: wh-err= 0.999856 th-err= 0.032967 dev= nan test= 0.125000 train= 0.019444
rnd 754: wh-err= 0.999857 th-err= 0.032962 dev= nan test= 0.125000 train= 0.019444
rnd 755: wh-err= 0.999857 th-err= 0.032957 dev= nan test= 0.125000 train= 0.019444
rnd 756: wh-err= 0.999857 th-err= 0.032953 dev= nan test= 0.125000 train= 0.019444
rnd 757: wh-err= 0.999857 th-err= 0.032948 dev= nan test= 0.125000 train= 0.019444
rnd 758: wh-err= 0.999858 th-err= 0.032943 dev= nan test= 0.125000 train= 0.019444
rnd 759: wh-err= 0.999853 th-err= 0.032938 dev= nan test= 0.125000 train= 0.019444
rnd 760: wh-err= 0.999858 th-err= 0.032934 dev= nan test= 0.125000 train= 0.019444
rnd 761: wh-err= 0.999859 th-err= 0.032929 dev= nan test= 0.125000 train= 0.019444
rnd 762: wh-err= 0.999859 th-err= 0.032924 dev= nan test= 0.125000 train= 0.019444
rnd 763: wh-err= 0.999860 th-err= 0.032920 dev= nan test= 0.125000 train= 0.019444
rnd 764: wh-err= 0.999861 th-err= 0.032915 dev= nan test= 0.125000 train= 0.019444
rnd 765: wh-err= 0.999861 th-err= 0.032911 dev= nan test= 0.125000 train= 0.019444
rnd 766: wh-err= 0.999862 th-err= 0.032906 dev= nan test= 0.125000 train= 0.019444
rnd 767: wh-err= 0.999862 th-err= 0.032902 dev= nan test= 0.125000 train= 0.019444
rnd 768: wh-err= 0.999863 th-err= 0.032897 dev= nan test= 0.125000 train= 0.019444
rnd 769: wh-err= 0.999864 th-err= 0.032893 dev= nan test= 0.125000 train= 0.019444
rnd 770: wh-err= 0.999863 th-err= 0.032888 dev= nan test= 0.125000 train= 0.019444
rnd 771: wh-err= 0.999864 th-err= 0.032884 dev= nan test= 0.125000 train= 0.019444
rnd 772: wh-err= 0.999865 th-err= 0.032879 dev= nan test= 0.125000 train= 0.019444
rnd 773: wh-err= 0.999865 th-err= 0.032875 dev= nan test= 0.125000 train= 0.019444
rnd 774: wh-err= 0.999866 th-err= 0.032870 dev= nan test= 0.125000 train= 0.019444
rnd 775: wh-err= 0.999865 th-err= 0.032866 dev= nan test= 0.125000 train= 0.019444
rnd 776: wh-err= 0.999867 th-err= 0.032862 dev= nan test= 0.125000 train= 0.019444
rnd 777: wh-err= 0.999867 th-err= 0.032857 dev= nan test= 0.125000 train= 0.019444
rnd 778: wh-err= 0.999860 th-err= 0.032853 dev= nan test= 0.125000 train= 0.019444
rnd 779: wh-err= 0.999860 th-err= 0.032848 dev= nan test= 0.125000 train= 0.019444
rnd 780: wh-err= 0.999862 th-err= 0.032843 dev= nan test= 0.125000 train= 0.019444
rnd 781: wh-err= 0.999865 th-err= 0.032839 dev= nan test= 0.125000 train= 0.019444
rnd 782: wh-err= 0.999866 th-err= 0.032835 dev= nan test= 0.125000 train= 0.019444
rnd 783: wh-err= 0.999866 th-err= 0.032830 dev= nan test= 0.125000 train= 0.019444
rnd 784: wh-err= 0.999867 th-err= 0.032826 dev= nan test= 0.125000 train= 0.019444
rnd 785: wh-err= 0.999867 th-err= 0.032822 dev= nan test= 0.125000 train= 0.019444
rnd 786: wh-err= 0.999868 th-err= 0.032817 dev= nan test= 0.125000 train= 0.019444
rnd 787: wh-err= 0.999868 th-err= 0.032813 dev= nan test= 0.125000 train= 0.019444
rnd 788: wh-err= 0.999868 th-err= 0.032809 dev= nan test= 0.125000 train= 0.019444
rnd 789: wh-err= 0.999866 th-err= 0.032804 dev= nan test= 0.125000 train= 0.019444
rnd 790: wh-err= 0.999850 th-err= 0.032799 dev= nan test= 0.125000 train= 0.019444
rnd 791: wh-err= 0.999848 th-err= 0.032794 dev= nan test= 0.125000 train= 0.019444
rnd 792: wh-err= 0.999856 th-err= 0.032789 dev= nan test= 0.125000 train= 0.019444
rnd 793: wh-err= 0.999857 th-err= 0.032785 dev= nan test= 0.125000 train= 0.019444
rnd 794: wh-err= 0.999861 th-err= 0.032780 dev= nan test= 0.125000 train= 0.019444
rnd 795: wh-err= 0.999863 th-err= 0.032776 dev= nan test= 0.125000 train= 0.019444
rnd 796: wh-err= 0.999866 th-err= 0.032771 dev= nan test= 0.125000 train= 0.019444
rnd 797: wh-err= 0.999868 th-err= 0.032767 dev= nan test= 0.125000 train= 0.019444
rnd 798: wh-err= 0.999868 th-err= 0.032763 dev= nan test= 0.125000 train= 0.019444
rnd 799: wh-err= 0.999869 th-err= 0.032758 dev= nan test= 0.125000 train= 0.019444
rnd 800: wh-err= 0.999869 th-err= 0.032754 dev= nan test= 0.125000 train= 0.019444
rnd 801: wh-err= 0.999869 th-err= 0.032750 dev= nan test= 0.125000 train= 0.019444
rnd 802: wh-err= 0.999870 th-err= 0.032746 dev= nan test= 0.125000 train= 0.019444
rnd 803: wh-err= 0.999869 th-err= 0.032741 dev= nan test= 0.125000 train= 0.019444
rnd 804: wh-err= 0.999871 th-err= 0.032737 dev= nan test= 0.125000 train= 0.019444
rnd 805: wh-err= 0.999872 th-err= 0.032733 dev= nan test= 0.125000 train= 0.019444
rnd 806: wh-err= 0.999872 th-err= 0.032729 dev= nan test= 0.125000 train= 0.019444
rnd 807: wh-err= 0.999868 th-err= 0.032724 dev= nan test= 0.125000 train= 0.019444
rnd 808: wh-err= 0.999871 th-err= 0.032720 dev= nan test= 0.125000 train= 0.019444
rnd 809: wh-err= 0.999872 th-err= 0.032716 dev= nan test= 0.125000 train= 0.019444
rnd 810: wh-err= 0.999807 th-err= 0.032710 dev= nan test= 0.125000 train= 0.019444
rnd 811: wh-err= 0.999844 th-err= 0.032705 dev= nan test= 0.125000 train= 0.019444
rnd 812: wh-err= 0.999854 th-err= 0.032700 dev= nan test= 0.125000 train= 0.019444
rnd 813: wh-err= 0.999860 th-err= 0.032695 dev= nan test= 0.125000 train= 0.019444
rnd 814: wh-err= 0.999860 th-err= 0.032691 dev= nan test= 0.125000 train= 0.019444
rnd 815: wh-err= 0.999862 th-err= 0.032686 dev= nan test= 0.125000 train= 0.019444
rnd 816: wh-err= 0.999858 th-err= 0.032681 dev= nan test= 0.125000 train= 0.019444
rnd 817: wh-err= 0.999826 th-err= 0.032676 dev= nan test= 0.125000 train= 0.019444
rnd 818: wh-err= 0.999851 th-err= 0.032671 dev= nan test= 0.125000 train= 0.019444
rnd 819: wh-err= 0.999859 th-err= 0.032666 dev= nan test= 0.125000 train= 0.019444
rnd 820: wh-err= 0.999865 th-err= 0.032662 dev= nan test= 0.125000 train= 0.019444
rnd 821: wh-err= 0.999865 th-err= 0.032658 dev= nan test= 0.125000 train= 0.019444
rnd 822: wh-err= 0.999865 th-err= 0.032653 dev= nan test= 0.125000 train= 0.019444
rnd 823: wh-err= 0.999866 th-err= 0.032649 dev= nan test= 0.125000 train= 0.019444
rnd 824: wh-err= 0.999866 th-err= 0.032644 dev= nan test= 0.125000 train= 0.019444
rnd 825: wh-err= 0.999867 th-err= 0.032640 dev= nan test= 0.125000 train= 0.019444
rnd 826: wh-err= 0.999868 th-err= 0.032636 dev= nan test= 0.125000 train= 0.019444
rnd 827: wh-err= 0.999868 th-err= 0.032631 dev= nan test= 0.125000 train= 0.019444
rnd 828: wh-err= 0.999870 th-err= 0.032627 dev= nan test= 0.125000 train= 0.019444
rnd 829: wh-err= 0.999870 th-err= 0.032623 dev= nan test= 0.125000 train= 0.019444
rnd 830: wh-err= 0.999871 th-err= 0.032619 dev= nan test= 0.125000 train= 0.019444
rnd 831: wh-err= 0.999870 th-err= 0.032615 dev= nan test= 0.125000 train= 0.019444
rnd 832: wh-err= 0.999871 th-err= 0.032610 dev= nan test= 0.125000 train= 0.019444
rnd 833: wh-err= 0.999871 th-err= 0.032606 dev= nan test= 0.125000 train= 0.019444
rnd 834: wh-err= 0.999871 th-err= 0.032602 dev= nan test= 0.125000 train= 0.019444
rnd 835: wh-err= 0.999871 th-err= 0.032598 dev= nan test= 0.125000 train= 0.019444
rnd 836: wh-err= 0.999872 th-err= 0.032594 dev= nan test= 0.125000 train= 0.019444
rnd 837: wh-err= 0.999872 th-err= 0.032589 dev= nan test= 0.125000 train= 0.019444
rnd 838: wh-err= 0.999873 th-err= 0.032585 dev= nan test= 0.125000 train= 0.019444
rnd 839: wh-err= 0.999873 th-err= 0.032581 dev= nan test= 0.125000 train= 0.019444
rnd 840: wh-err= 0.999872 th-err= 0.032577 dev= nan test= 0.125000 train= 0.019444
rnd 841: wh-err= 0.999873 th-err= 0.032573 dev= nan test= 0.125000 train= 0.019444
rnd 842: wh-err= 0.999870 th-err= 0.032569 dev= nan test= 0.125000 train= 0.019444
rnd 843: wh-err= 0.999858 th-err= 0.032564 dev= nan test= 0.125000 train= 0.019444
rnd 844: wh-err= 0.999869 th-err= 0.032560 dev= nan test= 0.125000 train= 0.019444
rnd 845: wh-err= 0.999871 th-err= 0.032555 dev= nan test= 0.125000 train= 0.019444
rnd 846: wh-err= 0.999871 th-err= 0.032551 dev= nan test= 0.125000 train= 0.019444
rnd 847: wh-err= 0.999872 th-err= 0.032547 dev= nan test= 0.125000 train= 0.019444
rnd 848: wh-err= 0.999874 th-err= 0.032543 dev= nan test= 0.125000 train= 0.019444
rnd 849: wh-err= 0.999874 th-err= 0.032539 dev= nan test= 0.125000 train= 0.019444
rnd 850: wh-err= 0.999868 th-err= 0.032535 dev= nan test= 0.125000 train= 0.019444
rnd 851: wh-err= 0.999869 th-err= 0.032530 dev= nan test= 0.125000 train= 0.019444
rnd 852: wh-err= 0.999874 th-err= 0.032526 dev= nan test= 0.125000 train= 0.019444
rnd 853: wh-err= 0.999874 th-err= 0.032522 dev= nan test= 0.125000 train= 0.019444
rnd 854: wh-err= 0.999875 th-err= 0.032518 dev= nan test= 0.125000 train= 0.019444
rnd 855: wh-err= 0.999875 th-err= 0.032514 dev= nan test= 0.125000 train= 0.019444
rnd 856: wh-err= 0.999875 th-err= 0.032510 dev= nan test= 0.125000 train= 0.019444
rnd 857: wh-err= 0.999875 th-err= 0.032506 dev= nan test= 0.125000 train= 0.019444
rnd 858: wh-err= 0.999877 th-err= 0.032502 dev= nan test= 0.125000 train= 0.019444
rnd 859: wh-err= 0.999877 th-err= 0.032498 dev= nan test= 0.125000 train= 0.019444
rnd 860: wh-err= 0.999877 th-err= 0.032494 dev= nan test= 0.125000 train= 0.019444
rnd 861: wh-err= 0.999878 th-err= 0.032490 dev= nan test= 0.125000 train= 0.019444
rnd 862: wh-err= 0.999878 th-err= 0.032486 dev= nan test= 0.125000 train= 0.019444
rnd 863: wh-err= 0.999879 th-err= 0.032482 dev= nan test= 0.125000 train= 0.019444
rnd 864: wh-err= 0.999879 th-err= 0.032478 dev= nan test= 0.125000 train= 0.019444
rnd 865: wh-err= 0.999880 th-err= 0.032474 dev= nan test= 0.125000 train= 0.019444
rnd 866: wh-err= 0.999880 th-err= 0.032470 dev= nan test= 0.125000 train= 0.019444
rnd 867: wh-err= 0.999880 th-err= 0.032466 dev= nan test= 0.125000 train= 0.019444
rnd 868: wh-err= 0.999880 th-err= 0.032463 dev= nan test= 0.125000 train= 0.019444
rnd 869: wh-err= 0.999877 th-err= 0.032459 dev= nan test= 0.125000 train= 0.019444
rnd 870: wh-err= 0.999881 th-err= 0.032455 dev= nan test= 0.125000 train= 0.019444
rnd 871: wh-err= 0.999881 th-err= 0.032451 dev= nan test= 0.125000 train= 0.019444
rnd 872: wh-err= 0.999881 th-err= 0.032447 dev= nan test= 0.125000 train= 0.019444
rnd 873: wh-err= 0.999882 th-err= 0.032443 dev= nan test= 0.125000 train= 0.019444
rnd 874: wh-err= 0.999881 th-err= 0.032439 dev= nan test= 0.125000 train= 0.019444
rnd 875: wh-err= 0.999882 th-err= 0.032435 dev= nan test= 0.125000 train= 0.019444
rnd 876: wh-err= 0.999882 th-err= 0.032432 dev= nan test= 0.125000 train= 0.019444
rnd 877: wh-err= 0.999882 th-err= 0.032428 dev= nan test= 0.125000 train= 0.019444
rnd 878: wh-err= 0.999859 th-err= 0.032423 dev= nan test= 0.125000 train= 0.019444
rnd 879: wh-err= 0.999879 th-err= 0.032419 dev= nan test= 0.125000 train= 0.019444
rnd 880: wh-err= 0.999881 th-err= 0.032415 dev= nan test= 0.125000 train= 0.019444
rnd 881: wh-err= 0.999883 th-err= 0.032412 dev= nan test= 0.125000 train= 0.019444
rnd 882: wh-err= 0.999884 th-err= 0.032408 dev= nan test= 0.125000 train= 0.019444
rnd 883: wh-err= 0.999884 th-err= 0.032404 dev= nan test= 0.125000 train= 0.019444
rnd 884: wh-err= 0.999885 th-err= 0.032400 dev= nan test= 0.125000 train= 0.019444
rnd 885: wh-err= 0.999884 th-err= 0.032397 dev= nan test= 0.125000 train= 0.019444
rnd 886: wh-err= 0.999884 th-err= 0.032393 dev= nan test= 0.125000 train= 0.019444
rnd 887: wh-err= 0.999885 th-err= 0.032389 dev= nan test= 0.125000 train= 0.019444
rnd 888: wh-err= 0.999885 th-err= 0.032385 dev= nan test= 0.125000 train= 0.019444
rnd 889: wh-err= 0.999885 th-err= 0.032382 dev= nan test= 0.125000 train= 0.019444
rnd 890: wh-err= 0.999884 th-err= 0.032378 dev= nan test= 0.125000 train= 0.019444
rnd 891: wh-err= 0.999885 th-err= 0.032374 dev= nan test= 0.125000 train= 0.019444
rnd 892: wh-err= 0.999886 th-err= 0.032370 dev= nan test= 0.125000 train= 0.019444
rnd 893: wh-err= 0.999887 th-err= 0.032367 dev= nan test= 0.125000 train= 0.019444
rnd 894: wh-err= 0.999887 th-err= 0.032363 dev= nan test= 0.125000 train= 0.019444
rnd 895: wh-err= 0.999887 th-err= 0.032360 dev= nan test= 0.125000 train= 0.019444
rnd 896: wh-err= 0.999888 th-err= 0.032356 dev= nan test= 0.125000 train= 0.019444
rnd 897: wh-err= 0.999888 th-err= 0.032352 dev= nan test= 0.125000 train= 0.019444
rnd 898: wh-err= 0.999888 th-err= 0.032349 dev= nan test= 0.125000 train= 0.019444
rnd 899: wh-err= 0.999873 th-err= 0.032345 dev= nan test= 0.125000 train= 0.019444
rnd 900: wh-err= 0.999877 th-err= 0.032341 dev= nan test= 0.125000 train= 0.019444
rnd 901: wh-err= 0.999879 th-err= 0.032337 dev= nan test= 0.125000 train= 0.019444
rnd 902: wh-err= 0.999882 th-err= 0.032333 dev= nan test= 0.125000 train= 0.019444
rnd 903: wh-err= 0.999883 th-err= 0.032329 dev= nan test= 0.125000 train= 0.019444
rnd 904: wh-err= 0.999884 th-err= 0.032325 dev= nan test= 0.125000 train= 0.019444
rnd 905: wh-err= 0.999886 th-err= 0.032322 dev= nan test= 0.125000 train= 0.019444
rnd 906: wh-err= 0.999886 th-err= 0.032318 dev= nan test= 0.125000 train= 0.019444
rnd 907: wh-err= 0.999888 th-err= 0.032314 dev= nan test= 0.125000 train= 0.019444
rnd 908: wh-err= 0.999883 th-err= 0.032311 dev= nan test= 0.125000 train= 0.019444
rnd 909: wh-err= 0.999888 th-err= 0.032307 dev= nan test= 0.125000 train= 0.019444
rnd 910: wh-err= 0.999889 th-err= 0.032303 dev= nan test= 0.125000 train= 0.019444
rnd 911: wh-err= 0.999889 th-err= 0.032300 dev= nan test= 0.125000 train= 0.019444
rnd 912: wh-err= 0.999890 th-err= 0.032296 dev= nan test= 0.125000 train= 0.019444
rnd 913: wh-err= 0.999890 th-err= 0.032293 dev= nan test= 0.125000 train= 0.019444
rnd 914: wh-err= 0.999890 th-err= 0.032289 dev= nan test= 0.125000 train= 0.019444
rnd 915: wh-err= 0.999891 th-err= 0.032286 dev= nan test= 0.125000 train= 0.019444
rnd 916: wh-err= 0.999891 th-err= 0.032282 dev= nan test= 0.125000 train= 0.019444
rnd 917: wh-err= 0.999891 th-err= 0.032279 dev= nan test= 0.125000 train= 0.019444
rnd 918: wh-err= 0.999892 th-err= 0.032275 dev= nan test= 0.125000 train= 0.019444
rnd 919: wh-err= 0.999890 th-err= 0.032271 dev= nan test= 0.125000 train= 0.019444
rnd 920: wh-err= 0.999891 th-err= 0.032268 dev= nan test= 0.125000 train= 0.019444
rnd 921: wh-err= 0.999892 th-err= 0.032264 dev= nan test= 0.125000 train= 0.019444
rnd 922: wh-err= 0.999893 th-err= 0.032261 dev= nan test= 0.125000 train= 0.019444
rnd 923: wh-err= 0.999893 th-err= 0.032258 dev= nan test= 0.125000 train= 0.019444
rnd 924: wh-err= 0.999893 th-err= 0.032254 dev= nan test= 0.125000 train= 0.019444
rnd 925: wh-err= 0.999893 th-err= 0.032251 dev= nan test= 0.125000 train= 0.019444
rnd 926: wh-err= 0.999885 th-err= 0.032247 dev= nan test= 0.125000 train= 0.019444
rnd 927: wh-err= 0.999879 th-err= 0.032243 dev= nan test= 0.125000 train= 0.019444
rnd 928: wh-err= 0.999881 th-err= 0.032239 dev= nan test= 0.125000 train= 0.019444
rnd 929: wh-err= 0.999882 th-err= 0.032235 dev= nan test= 0.125000 train= 0.019444
rnd 930: wh-err= 0.999882 th-err= 0.032232 dev= nan test= 0.125000 train= 0.019444
rnd 931: wh-err= 0.999884 th-err= 0.032228 dev= nan test= 0.125000 train= 0.019444
rnd 932: wh-err= 0.999887 th-err= 0.032224 dev= nan test= 0.125000 train= 0.019444
rnd 933: wh-err= 0.999888 th-err= 0.032221 dev= nan test= 0.125000 train= 0.019444
rnd 934: wh-err= 0.999889 th-err= 0.032217 dev= nan test= 0.125000 train= 0.019444
rnd 935: wh-err= 0.999890 th-err= 0.032213 dev= nan test= 0.125000 train= 0.019444
rnd 936: wh-err= 0.999891 th-err= 0.032210 dev= nan test= 0.125000 train= 0.019444
rnd 937: wh-err= 0.999892 th-err= 0.032206 dev= nan test= 0.125000 train= 0.019444
rnd 938: wh-err= 0.999892 th-err= 0.032203 dev= nan test= 0.125000 train= 0.019444
rnd 939: wh-err= 0.999890 th-err= 0.032199 dev= nan test= 0.125000 train= 0.019444
rnd 940: wh-err= 0.999893 th-err= 0.032196 dev= nan test= 0.125000 train= 0.019444
rnd 941: wh-err= 0.999893 th-err= 0.032193 dev= nan test= 0.125000 train= 0.019444
rnd 942: wh-err= 0.999893 th-err= 0.032189 dev= nan test= 0.125000 train= 0.019444
rnd 943: wh-err= 0.999894 th-err= 0.032186 dev= nan test= 0.125000 train= 0.019444
rnd 944: wh-err= 0.999894 th-err= 0.032182 dev= nan test= 0.125000 train= 0.019444
rnd 945: wh-err= 0.999894 th-err= 0.032179 dev= nan test= 0.125000 train= 0.019444
rnd 946: wh-err= 0.999894 th-err= 0.032175 dev= nan test= 0.125000 train= 0.019444
rnd 947: wh-err= 0.999895 th-err= 0.032172 dev= nan test= 0.125000 train= 0.019444
rnd 948: wh-err= 0.999895 th-err= 0.032169 dev= nan test= 0.125000 train= 0.019444
rnd 949: wh-err= 0.999895 th-err= 0.032165 dev= nan test= 0.125000 train= 0.019444
rnd 950: wh-err= 0.999895 th-err= 0.032162 dev= nan test= 0.125000 train= 0.019444
rnd 951: wh-err= 0.999895 th-err= 0.032159 dev= nan test= 0.125000 train= 0.019444
rnd 952: wh-err= 0.999895 th-err= 0.032155 dev= nan test= 0.125000 train= 0.019444
rnd 953: wh-err= 0.999895 th-err= 0.032152 dev= nan test= 0.125000 train= 0.019444
rnd 954: wh-err= 0.999867 th-err= 0.032147 dev= nan test= 0.125000 train= 0.019444
rnd 955: wh-err= 0.999875 th-err= 0.032143 dev= nan test= 0.125000 train= 0.019444
rnd 956: wh-err= 0.999884 th-err= 0.032140 dev= nan test= 0.125000 train= 0.019444
rnd 957: wh-err= 0.999886 th-err= 0.032136 dev= nan test= 0.125000 train= 0.019444
rnd 958: wh-err= 0.999888 th-err= 0.032132 dev= nan test= 0.125000 train= 0.019444
rnd 959: wh-err= 0.999888 th-err= 0.032129 dev= nan test= 0.125000 train= 0.019444
rnd 960: wh-err= 0.999888 th-err= 0.032125 dev= nan test= 0.125000 train= 0.019444
rnd 961: wh-err= 0.999891 th-err= 0.032122 dev= nan test= 0.125000 train= 0.019444
rnd 962: wh-err= 0.999892 th-err= 0.032118 dev= nan test= 0.125000 train= 0.019444
rnd 963: wh-err= 0.999892 th-err= 0.032115 dev= nan test= 0.125000 train= 0.019444
rnd 964: wh-err= 0.999892 th-err= 0.032111 dev= nan test= 0.125000 train= 0.019444
rnd 965: wh-err= 0.999892 th-err= 0.032108 dev= nan test= 0.125000 train= 0.019444
rnd 966: wh-err= 0.999893 th-err= 0.032104 dev= nan test= 0.125000 train= 0.019444
rnd 967: wh-err= 0.999893 th-err= 0.032101 dev= nan test= 0.125000 train= 0.019444
rnd 968: wh-err= 0.999891 th-err= 0.032097 dev= nan test= 0.125000 train= 0.019444
rnd 969: wh-err= 0.999894 th-err= 0.032094 dev= nan test= 0.125000 train= 0.019444
rnd 970: wh-err= 0.999893 th-err= 0.032091 dev= nan test= 0.125000 train= 0.019444
rnd 971: wh-err= 0.999894 th-err= 0.032087 dev= nan test= 0.125000 train= 0.019444
rnd 972: wh-err= 0.999896 th-err= 0.032084 dev= nan test= 0.125000 train= 0.019444
rnd 973: wh-err= 0.999896 th-err= 0.032081 dev= nan test= 0.125000 train= 0.019444
rnd 974: wh-err= 0.999896 th-err= 0.032077 dev= nan test= 0.125000 train= 0.019444
rnd 975: wh-err= 0.999897 th-err= 0.032074 dev= nan test= 0.125000 train= 0.019444
rnd 976: wh-err= 0.999897 th-err= 0.032071 dev= nan test= 0.125000 train= 0.019444
rnd 977: wh-err= 0.999897 th-err= 0.032067 dev= nan test= 0.125000 train= 0.019444
rnd 978: wh-err= 0.999897 th-err= 0.032064 dev= nan test= 0.125000 train= 0.019444
rnd 979: wh-err= 0.999897 th-err= 0.032061 dev= nan test= 0.125000 train= 0.019444
rnd 980: wh-err= 0.999898 th-err= 0.032057 dev= nan test= 0.125000 train= 0.019444
rnd 981: wh-err= 0.999896 th-err= 0.032054 dev= nan test= 0.125000 train= 0.019444
rnd 982: wh-err= 0.999896 th-err= 0.032051 dev= nan test= 0.125000 train= 0.019444
rnd 983: wh-err= 0.999867 th-err= 0.032047 dev= nan test= 0.125000 train= 0.019444
rnd 984: wh-err= 0.999886 th-err= 0.032043 dev= nan test= 0.125000 train= 0.019444
rnd 985: wh-err= 0.999887 th-err= 0.032039 dev= nan test= 0.125000 train= 0.019444
rnd 986: wh-err= 0.999889 th-err= 0.032036 dev= nan test= 0.125000 train= 0.019444
rnd 987: wh-err= 0.999890 th-err= 0.032032 dev= nan test= 0.125000 train= 0.019444
rnd 988: wh-err= 0.999891 th-err= 0.032029 dev= nan test= 0.125000 train= 0.019444
rnd 989: wh-err= 0.999892 th-err= 0.032025 dev= nan test= 0.125000 train= 0.019444
rnd 990: wh-err= 0.999893 th-err= 0.032022 dev= nan test= 0.125000 train= 0.019444
rnd 991: wh-err= 0.999894 th-err= 0.032018 dev= nan test= 0.125000 train= 0.019444
rnd 992: wh-err= 0.999894 th-err= 0.032015 dev= nan test= 0.125000 train= 0.019444
rnd 993: wh-err= 0.999895 th-err= 0.032012 dev= nan test= 0.125000 train= 0.019444
rnd 994: wh-err= 0.999895 th-err= 0.032008 dev= nan test= 0.125000 train= 0.019444
rnd 995: wh-err= 0.999896 th-err= 0.032005 dev= nan test= 0.125000 train= 0.019444
rnd 996: wh-err= 0.999898 th-err= 0.032002 dev= nan test= 0.125000 train= 0.019444
rnd 997: wh-err= 0.999898 th-err= 0.031998 dev= nan test= 0.125000 train= 0.019444
rnd 998: wh-err= 0.999898 th-err= 0.031995 dev= nan test= 0.125000 train= 0.019444
rnd 999: wh-err= 0.999898 th-err= 0.031992 dev= nan test= 0.125000 train= 0.019444
rnd 1000: wh-err= 0.999899 th-err= 0.031989 dev= nan test= 0.125000 train= 0.019444
