rnd 1: wh-err= 0.963212 th-err= 0.963212 dev= nan test= 0.475000 train= 0.463889
rnd 2: wh-err= 0.966965 th-err= 0.931393 dev= nan test= 0.425000 train= 0.433333
rnd 3: wh-err= 0.968339 th-err= 0.901904 dev= nan test= 0.425000 train= 0.405556
rnd 4: wh-err= 0.974659 th-err= 0.879049 dev= nan test= 0.425000 train= 0.405556
rnd 5: wh-err= 0.974753 th-err= 0.856855 dev= nan test= 0.400000 train= 0.386111
rnd 6: wh-err= 0.975966 th-err= 0.836262 dev= nan test= 0.400000 train= 0.386111
rnd 7: wh-err= 0.977918 th-err= 0.817796 dev= nan test= 0.400000 train= 0.372222
rnd 8: wh-err= 0.977501 th-err= 0.799396 dev= nan test= 0.375000 train= 0.347222
rnd 9: wh-err= 0.977051 th-err= 0.781051 dev= nan test= 0.375000 train= 0.347222
rnd 10: wh-err= 0.975532 th-err= 0.761940 dev= nan test= 0.325000 train= 0.325000
rnd 11: wh-err= 0.977864 th-err= 0.745074 dev= nan test= 0.325000 train= 0.308333
rnd 12: wh-err= 0.979052 th-err= 0.729466 dev= nan test= 0.325000 train= 0.294444
rnd 13: wh-err= 0.979599 th-err= 0.714584 dev= nan test= 0.325000 train= 0.294444
rnd 14: wh-err= 0.979182 th-err= 0.699708 dev= nan test= 0.325000 train= 0.294444
rnd 15: wh-err= 0.980323 th-err= 0.685939 dev= nan test= 0.300000 train= 0.280556
rnd 16: wh-err= 0.979728 th-err= 0.672034 dev= nan test= 0.300000 train= 0.266667
rnd 17: wh-err= 0.979093 th-err= 0.657984 dev= nan test= 0.325000 train= 0.252778
rnd 18: wh-err= 0.978413 th-err= 0.643780 dev= nan test= 0.350000 train= 0.238889
rnd 19: wh-err= 0.977683 th-err= 0.629412 dev= nan test= 0.325000 train= 0.225000
rnd 20: wh-err= 0.978245 th-err= 0.615720 dev= nan test= 0.300000 train= 0.216667
rnd 21: wh-err= 0.974584 th-err= 0.600071 dev= nan test= 0.300000 train= 0.216667
rnd 22: wh-err= 0.974712 th-err= 0.584896 dev= nan test= 0.275000 train= 0.208333
rnd 23: wh-err= 0.978843 th-err= 0.572522 dev= nan test= 0.275000 train= 0.202778
rnd 24: wh-err= 0.978742 th-err= 0.560351 dev= nan test= 0.250000 train= 0.194444
rnd 25: wh-err= 0.979517 th-err= 0.548874 dev= nan test= 0.250000 train= 0.194444
rnd 26: wh-err= 0.979677 th-err= 0.537719 dev= nan test= 0.275000 train= 0.166667
rnd 27: wh-err= 0.977236 th-err= 0.525479 dev= nan test= 0.275000 train= 0.163889
rnd 28: wh-err= 0.978362 th-err= 0.514108 dev= nan test= 0.275000 train= 0.155556
rnd 29: wh-err= 0.978643 th-err= 0.503129 dev= nan test= 0.275000 train= 0.147222
rnd 30: wh-err= 0.978989 th-err= 0.492557 dev= nan test= 0.275000 train= 0.138889
rnd 31: wh-err= 0.978261 th-err= 0.481850 dev= nan test= 0.250000 train= 0.127778
rnd 32: wh-err= 0.977875 th-err= 0.471189 dev= nan test= 0.250000 train= 0.122222
rnd 33: wh-err= 0.978908 th-err= 0.461250 dev= nan test= 0.225000 train= 0.113889
rnd 34: wh-err= 0.979817 th-err= 0.451941 dev= nan test= 0.225000 train= 0.108333
rnd 35: wh-err= 0.979923 th-err= 0.442867 dev= nan test= 0.225000 train= 0.100000
rnd 36: wh-err= 0.980369 th-err= 0.434173 dev= nan test= 0.225000 train= 0.100000
rnd 37: wh-err= 0.980770 th-err= 0.425824 dev= nan test= 0.225000 train= 0.100000
rnd 38: wh-err= 0.981042 th-err= 0.417751 dev= nan test= 0.225000 train= 0.100000
rnd 39: wh-err= 0.981431 th-err= 0.409994 dev= nan test= 0.225000 train= 0.100000
rnd 40: wh-err= 0.982258 th-err= 0.402720 dev= nan test= 0.225000 train= 0.097222
rnd 41: wh-err= 0.982318 th-err= 0.395599 dev= nan test= 0.225000 train= 0.094444
rnd 42: wh-err= 0.981928 th-err= 0.388450 dev= nan test= 0.225000 train= 0.094444
rnd 43: wh-err= 0.982470 th-err= 0.381640 dev= nan test= 0.225000 train= 0.091667
rnd 44: wh-err= 0.981360 th-err= 0.374527 dev= nan test= 0.225000 train= 0.091667
rnd 45: wh-err= 0.981431 th-err= 0.367572 dev= nan test= 0.225000 train= 0.091667
rnd 46: wh-err= 0.981791 th-err= 0.360879 dev= nan test= 0.225000 train= 0.091667
rnd 47: wh-err= 0.982131 th-err= 0.354430 dev= nan test= 0.225000 train= 0.086111
rnd 48: wh-err= 0.983414 th-err= 0.348552 dev= nan test= 0.200000 train= 0.083333
rnd 49: wh-err= 0.979184 th-err= 0.341296 dev= nan test= 0.200000 train= 0.075000
rnd 50: wh-err= 0.981748 th-err= 0.335067 dev= nan test= 0.175000 train= 0.072222
rnd 51: wh-err= 0.981802 th-err= 0.328970 dev= nan test= 0.175000 train= 0.069444
rnd 52: wh-err= 0.982428 th-err= 0.323189 dev= nan test= 0.175000 train= 0.066667
rnd 53: wh-err= 0.982284 th-err= 0.317463 dev= nan test= 0.175000 train= 0.063889
rnd 54: wh-err= 0.982848 th-err= 0.312018 dev= nan test= 0.175000 train= 0.061111
rnd 55: wh-err= 0.983324 th-err= 0.306815 dev= nan test= 0.175000 train= 0.055556
rnd 56: wh-err= 0.983795 th-err= 0.301843 dev= nan test= 0.175000 train= 0.052778
rnd 57: wh-err= 0.981396 th-err= 0.296227 dev= nan test= 0.175000 train= 0.052778
rnd 58: wh-err= 0.981862 th-err= 0.290854 dev= nan test= 0.175000 train= 0.050000
rnd 59: wh-err= 0.982220 th-err= 0.285683 dev= nan test= 0.175000 train= 0.050000
rnd 60: wh-err= 0.983153 th-err= 0.280870 dev= nan test= 0.175000 train= 0.050000
rnd 61: wh-err= 0.983714 th-err= 0.276295 dev= nan test= 0.175000 train= 0.050000
rnd 62: wh-err= 0.983622 th-err= 0.271770 dev= nan test= 0.175000 train= 0.047222
rnd 63: wh-err= 0.983725 th-err= 0.267347 dev= nan test= 0.175000 train= 0.041667
rnd 64: wh-err= 0.983185 th-err= 0.262852 dev= nan test= 0.175000 train= 0.041667
rnd 65: wh-err= 0.982818 th-err= 0.258335 dev= nan test= 0.175000 train= 0.038889
rnd 66: wh-err= 0.982743 th-err= 0.253877 dev= nan test= 0.175000 train= 0.036111
rnd 67: wh-err= 0.983350 th-err= 0.249650 dev= nan test= 0.175000 train= 0.036111
rnd 68: wh-err= 0.983444 th-err= 0.245517 dev= nan test= 0.175000 train= 0.036111
rnd 69: wh-err= 0.983365 th-err= 0.241433 dev= nan test= 0.175000 train= 0.036111
rnd 70: wh-err= 0.983972 th-err= 0.237563 dev= nan test= 0.175000 train= 0.036111
rnd 71: wh-err= 0.984035 th-err= 0.233771 dev= nan test= 0.175000 train= 0.033333
rnd 72: wh-err= 0.983597 th-err= 0.229936 dev= nan test= 0.175000 train= 0.036111
rnd 73: wh-err= 0.983155 th-err= 0.226063 dev= nan test= 0.175000 train= 0.036111
rnd 74: wh-err= 0.982582 th-err= 0.222125 dev= nan test= 0.175000 train= 0.036111
rnd 75: wh-err= 0.982803 th-err= 0.218305 dev= nan test= 0.175000 train= 0.033333
rnd 76: wh-err= 0.984620 th-err= 0.214948 dev= nan test= 0.175000 train= 0.030556
rnd 77: wh-err= 0.984717 th-err= 0.211663 dev= nan test= 0.175000 train= 0.030556
rnd 78: wh-err= 0.984517 th-err= 0.208385 dev= nan test= 0.175000 train= 0.030556
rnd 79: wh-err= 0.984459 th-err= 0.205147 dev= nan test= 0.175000 train= 0.030556
rnd 80: wh-err= 0.984230 th-err= 0.201912 dev= nan test= 0.175000 train= 0.030556
rnd 81: wh-err= 0.984730 th-err= 0.198828 dev= nan test= 0.175000 train= 0.030556
rnd 82: wh-err= 0.984390 th-err= 0.195725 dev= nan test= 0.175000 train= 0.030556
rnd 83: wh-err= 0.984246 th-err= 0.192641 dev= nan test= 0.175000 train= 0.030556
rnd 84: wh-err= 0.983973 th-err= 0.189554 dev= nan test= 0.175000 train= 0.030556
rnd 85: wh-err= 0.983832 th-err= 0.186489 dev= nan test= 0.175000 train= 0.030556
rnd 86: wh-err= 0.983787 th-err= 0.183466 dev= nan test= 0.175000 train= 0.030556
rnd 87: wh-err= 0.983770 th-err= 0.180488 dev= nan test= 0.200000 train= 0.036111
rnd 88: wh-err= 0.984575 th-err= 0.177704 dev= nan test= 0.200000 train= 0.036111
rnd 89: wh-err= 0.984979 th-err= 0.175035 dev= nan test= 0.175000 train= 0.030556
rnd 90: wh-err= 0.985118 th-err= 0.172430 dev= nan test= 0.175000 train= 0.030556
rnd 91: wh-err= 0.984795 th-err= 0.169808 dev= nan test= 0.175000 train= 0.030556
rnd 92: wh-err= 0.984984 th-err= 0.167258 dev= nan test= 0.175000 train= 0.030556
rnd 93: wh-err= 0.985346 th-err= 0.164807 dev= nan test= 0.175000 train= 0.030556
rnd 94: wh-err= 0.985358 th-err= 0.162394 dev= nan test= 0.175000 train= 0.030556
rnd 95: wh-err= 0.984171 th-err= 0.159823 dev= nan test= 0.175000 train= 0.030556
rnd 96: wh-err= 0.985554 th-err= 0.157515 dev= nan test= 0.175000 train= 0.030556
rnd 97: wh-err= 0.985629 th-err= 0.155251 dev= nan test= 0.175000 train= 0.030556
rnd 98: wh-err= 0.985412 th-err= 0.152986 dev= nan test= 0.175000 train= 0.030556
rnd 99: wh-err= 0.985347 th-err= 0.150745 dev= nan test= 0.175000 train= 0.030556
rnd 100: wh-err= 0.985127 th-err= 0.148503 dev= nan test= 0.175000 train= 0.030556
rnd 101: wh-err= 0.985766 th-err= 0.146389 dev= nan test= 0.175000 train= 0.030556
rnd 102: wh-err= 0.985685 th-err= 0.144293 dev= nan test= 0.175000 train= 0.027778
rnd 103: wh-err= 0.985312 th-err= 0.142174 dev= nan test= 0.175000 train= 0.027778
rnd 104: wh-err= 0.985023 th-err= 0.140044 dev= nan test= 0.175000 train= 0.027778
rnd 105: wh-err= 0.984882 th-err= 0.137927 dev= nan test= 0.175000 train= 0.027778
rnd 106: wh-err= 0.984723 th-err= 0.135820 dev= nan test= 0.175000 train= 0.027778
rnd 107: wh-err= 0.985079 th-err= 0.133793 dev= nan test= 0.175000 train= 0.025000
rnd 108: wh-err= 0.985168 th-err= 0.131809 dev= nan test= 0.175000 train= 0.025000
rnd 109: wh-err= 0.985284 th-err= 0.129869 dev= nan test= 0.175000 train= 0.025000
rnd 110: wh-err= 0.985634 th-err= 0.128003 dev= nan test= 0.175000 train= 0.025000
rnd 111: wh-err= 0.985954 th-err= 0.126206 dev= nan test= 0.175000 train= 0.025000
rnd 112: wh-err= 0.985071 th-err= 0.124321 dev= nan test= 0.175000 train= 0.019444
rnd 113: wh-err= 0.983590 th-err= 0.122281 dev= nan test= 0.175000 train= 0.019444
rnd 114: wh-err= 0.984364 th-err= 0.120369 dev= nan test= 0.175000 train= 0.019444
rnd 115: wh-err= 0.984766 th-err= 0.118536 dev= nan test= 0.175000 train= 0.019444
rnd 116: wh-err= 0.985852 th-err= 0.116859 dev= nan test= 0.175000 train= 0.019444
rnd 117: wh-err= 0.985667 th-err= 0.115184 dev= nan test= 0.175000 train= 0.025000
rnd 118: wh-err= 0.986012 th-err= 0.113573 dev= nan test= 0.175000 train= 0.019444
rnd 119: wh-err= 0.986005 th-err= 0.111983 dev= nan test= 0.175000 train= 0.019444
rnd 120: wh-err= 0.986282 th-err= 0.110447 dev= nan test= 0.175000 train= 0.019444
rnd 121: wh-err= 0.986329 th-err= 0.108937 dev= nan test= 0.175000 train= 0.025000
rnd 122: wh-err= 0.984288 th-err= 0.107225 dev= nan test= 0.150000 train= 0.019444
rnd 123: wh-err= 0.986569 th-err= 0.105785 dev= nan test= 0.150000 train= 0.019444
rnd 124: wh-err= 0.986608 th-err= 0.104369 dev= nan test= 0.150000 train= 0.019444
rnd 125: wh-err= 0.986449 th-err= 0.102954 dev= nan test= 0.150000 train= 0.019444
rnd 126: wh-err= 0.987256 th-err= 0.101642 dev= nan test= 0.150000 train= 0.019444
rnd 127: wh-err= 0.987221 th-err= 0.100343 dev= nan test= 0.150000 train= 0.019444
rnd 128: wh-err= 0.987093 th-err= 0.099048 dev= nan test= 0.150000 train= 0.019444
rnd 129: wh-err= 0.987247 th-err= 0.097785 dev= nan test= 0.150000 train= 0.019444
rnd 130: wh-err= 0.987182 th-err= 0.096532 dev= nan test= 0.150000 train= 0.025000
rnd 131: wh-err= 0.987138 th-err= 0.095290 dev= nan test= 0.150000 train= 0.025000
rnd 132: wh-err= 0.987083 th-err= 0.094059 dev= nan test= 0.150000 train= 0.025000
rnd 133: wh-err= 0.987309 th-err= 0.092865 dev= nan test= 0.150000 train= 0.025000
rnd 134: wh-err= 0.987137 th-err= 0.091671 dev= nan test= 0.150000 train= 0.019444
rnd 135: wh-err= 0.987112 th-err= 0.090489 dev= nan test= 0.150000 train= 0.019444
rnd 136: wh-err= 0.986879 th-err= 0.089302 dev= nan test= 0.150000 train= 0.019444
rnd 137: wh-err= 0.986645 th-err= 0.088109 dev= nan test= 0.150000 train= 0.019444
rnd 138: wh-err= 0.988102 th-err= 0.087061 dev= nan test= 0.150000 train= 0.019444
rnd 139: wh-err= 0.986945 th-err= 0.085925 dev= nan test= 0.150000 train= 0.019444
rnd 140: wh-err= 0.988028 th-err= 0.084896 dev= nan test= 0.150000 train= 0.019444
rnd 141: wh-err= 0.988142 th-err= 0.083889 dev= nan test= 0.150000 train= 0.019444
rnd 142: wh-err= 0.988071 th-err= 0.082888 dev= nan test= 0.150000 train= 0.019444
rnd 143: wh-err= 0.987933 th-err= 0.081888 dev= nan test= 0.150000 train= 0.019444
rnd 144: wh-err= 0.987651 th-err= 0.080877 dev= nan test= 0.150000 train= 0.019444
rnd 145: wh-err= 0.987830 th-err= 0.079893 dev= nan test= 0.150000 train= 0.019444
rnd 146: wh-err= 0.987795 th-err= 0.078918 dev= nan test= 0.150000 train= 0.019444
rnd 147: wh-err= 0.987917 th-err= 0.077964 dev= nan test= 0.150000 train= 0.019444
rnd 148: wh-err= 0.987947 th-err= 0.077024 dev= nan test= 0.150000 train= 0.019444
rnd 149: wh-err= 0.988457 th-err= 0.076135 dev= nan test= 0.150000 train= 0.019444
rnd 150: wh-err= 0.985328 th-err= 0.075018 dev= nan test= 0.150000 train= 0.019444
rnd 151: wh-err= 0.988989 th-err= 0.074192 dev= nan test= 0.150000 train= 0.019444
rnd 152: wh-err= 0.988935 th-err= 0.073371 dev= nan test= 0.150000 train= 0.019444
rnd 153: wh-err= 0.988782 th-err= 0.072548 dev= nan test= 0.150000 train= 0.019444
rnd 154: wh-err= 0.988233 th-err= 0.071694 dev= nan test= 0.150000 train= 0.019444
rnd 155: wh-err= 0.989188 th-err= 0.070919 dev= nan test= 0.150000 train= 0.019444
rnd 156: wh-err= 0.989161 th-err= 0.070151 dev= nan test= 0.150000 train= 0.019444
rnd 157: wh-err= 0.988939 th-err= 0.069375 dev= nan test= 0.150000 train= 0.019444
rnd 158: wh-err= 0.989239 th-err= 0.068628 dev= nan test= 0.150000 train= 0.019444
rnd 159: wh-err= 0.989432 th-err= 0.067903 dev= nan test= 0.175000 train= 0.019444
rnd 160: wh-err= 0.989499 th-err= 0.067190 dev= nan test= 0.175000 train= 0.019444
rnd 161: wh-err= 0.989411 th-err= 0.066478 dev= nan test= 0.175000 train= 0.019444
rnd 162: wh-err= 0.989829 th-err= 0.065802 dev= nan test= 0.175000 train= 0.019444
rnd 163: wh-err= 0.989781 th-err= 0.065130 dev= nan test= 0.175000 train= 0.019444
rnd 164: wh-err= 0.989712 th-err= 0.064460 dev= nan test= 0.175000 train= 0.019444
rnd 165: wh-err= 0.989573 th-err= 0.063788 dev= nan test= 0.175000 train= 0.019444
rnd 166: wh-err= 0.989456 th-err= 0.063115 dev= nan test= 0.175000 train= 0.019444
rnd 167: wh-err= 0.989945 th-err= 0.062480 dev= nan test= 0.175000 train= 0.019444
rnd 168: wh-err= 0.989899 th-err= 0.061849 dev= nan test= 0.175000 train= 0.019444
rnd 169: wh-err= 0.989830 th-err= 0.061220 dev= nan test= 0.175000 train= 0.019444
rnd 170: wh-err= 0.989740 th-err= 0.060592 dev= nan test= 0.175000 train= 0.019444
rnd 171: wh-err= 0.989608 th-err= 0.059962 dev= nan test= 0.175000 train= 0.019444
rnd 172: wh-err= 0.990187 th-err= 0.059374 dev= nan test= 0.175000 train= 0.019444
rnd 173: wh-err= 0.990191 th-err= 0.058792 dev= nan test= 0.175000 train= 0.019444
rnd 174: wh-err= 0.990566 th-err= 0.058237 dev= nan test= 0.175000 train= 0.019444
rnd 175: wh-err= 0.990646 th-err= 0.057692 dev= nan test= 0.175000 train= 0.019444
rnd 176: wh-err= 0.990693 th-err= 0.057155 dev= nan test= 0.175000 train= 0.019444
rnd 177: wh-err= 0.990699 th-err= 0.056624 dev= nan test= 0.175000 train= 0.019444
rnd 178: wh-err= 0.990748 th-err= 0.056100 dev= nan test= 0.175000 train= 0.019444
rnd 179: wh-err= 0.990638 th-err= 0.055575 dev= nan test= 0.175000 train= 0.019444
rnd 180: wh-err= 0.990816 th-err= 0.055064 dev= nan test= 0.175000 train= 0.019444
rnd 181: wh-err= 0.990826 th-err= 0.054559 dev= nan test= 0.175000 train= 0.019444
rnd 182: wh-err= 0.990830 th-err= 0.054059 dev= nan test= 0.175000 train= 0.019444
rnd 183: wh-err= 0.990803 th-err= 0.053562 dev= nan test= 0.175000 train= 0.019444
rnd 184: wh-err= 0.990917 th-err= 0.053075 dev= nan test= 0.175000 train= 0.019444
rnd 185: wh-err= 0.990862 th-err= 0.052590 dev= nan test= 0.175000 train= 0.019444
rnd 186: wh-err= 0.990770 th-err= 0.052105 dev= nan test= 0.175000 train= 0.019444
rnd 187: wh-err= 0.989764 th-err= 0.051571 dev= nan test= 0.175000 train= 0.019444
rnd 188: wh-err= 0.990145 th-err= 0.051063 dev= nan test= 0.175000 train= 0.019444
rnd 189: wh-err= 0.990643 th-err= 0.050585 dev= nan test= 0.175000 train= 0.019444
rnd 190: wh-err= 0.990750 th-err= 0.050117 dev= nan test= 0.175000 train= 0.019444
rnd 191: wh-err= 0.991053 th-err= 0.049669 dev= nan test= 0.175000 train= 0.019444
rnd 192: wh-err= 0.991034 th-err= 0.049224 dev= nan test= 0.175000 train= 0.019444
rnd 193: wh-err= 0.991225 th-err= 0.048792 dev= nan test= 0.175000 train= 0.019444
rnd 194: wh-err= 0.991279 th-err= 0.048366 dev= nan test= 0.175000 train= 0.019444
rnd 195: wh-err= 0.991610 th-err= 0.047960 dev= nan test= 0.175000 train= 0.019444
rnd 196: wh-err= 0.991563 th-err= 0.047556 dev= nan test= 0.175000 train= 0.019444
rnd 197: wh-err= 0.991622 th-err= 0.047157 dev= nan test= 0.175000 train= 0.019444
rnd 198: wh-err= 0.991645 th-err= 0.046763 dev= nan test= 0.175000 train= 0.019444
rnd 199: wh-err= 0.991576 th-err= 0.046369 dev= nan test= 0.175000 train= 0.019444
rnd 200: wh-err= 0.991506 th-err= 0.045975 dev= nan test= 0.175000 train= 0.019444
rnd 201: wh-err= 0.991715 th-err= 0.045595 dev= nan test= 0.175000 train= 0.019444
rnd 202: wh-err= 0.991758 th-err= 0.045219 dev= nan test= 0.175000 train= 0.019444
rnd 203: wh-err= 0.991897 th-err= 0.044852 dev= nan test= 0.175000 train= 0.019444
rnd 204: wh-err= 0.992172 th-err= 0.044501 dev= nan test= 0.175000 train= 0.019444
rnd 205: wh-err= 0.992086 th-err= 0.044149 dev= nan test= 0.175000 train= 0.019444
rnd 206: wh-err= 0.992059 th-err= 0.043798 dev= nan test= 0.175000 train= 0.019444
rnd 207: wh-err= 0.992031 th-err= 0.043449 dev= nan test= 0.175000 train= 0.019444
rnd 208: wh-err= 0.992340 th-err= 0.043117 dev= nan test= 0.175000 train= 0.019444
rnd 209: wh-err= 0.992400 th-err= 0.042789 dev= nan test= 0.175000 train= 0.019444
rnd 210: wh-err= 0.992435 th-err= 0.042465 dev= nan test= 0.175000 train= 0.019444
rnd 211: wh-err= 0.992451 th-err= 0.042145 dev= nan test= 0.175000 train= 0.019444
rnd 212: wh-err= 0.992457 th-err= 0.041827 dev= nan test= 0.175000 train= 0.019444
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rnd 326: wh-err= 0.996778 th-err= 0.023459 dev= nan test= 0.175000 train= 0.019444
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rnd 328: wh-err= 0.996857 th-err= 0.023310 dev= nan test= 0.175000 train= 0.019444
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rnd 330: wh-err= 0.996856 th-err= 0.023162 dev= nan test= 0.175000 train= 0.019444
rnd 331: wh-err= 0.996860 th-err= 0.023090 dev= nan test= 0.175000 train= 0.019444
rnd 332: wh-err= 0.996889 th-err= 0.023018 dev= nan test= 0.175000 train= 0.019444
rnd 333: wh-err= 0.996889 th-err= 0.022946 dev= nan test= 0.175000 train= 0.019444
rnd 334: wh-err= 0.996895 th-err= 0.022875 dev= nan test= 0.175000 train= 0.019444
rnd 335: wh-err= 0.996904 th-err= 0.022804 dev= nan test= 0.175000 train= 0.019444
rnd 336: wh-err= 0.996943 th-err= 0.022734 dev= nan test= 0.175000 train= 0.019444
rnd 337: wh-err= 0.996975 th-err= 0.022666 dev= nan test= 0.175000 train= 0.019444
rnd 338: wh-err= 0.997011 th-err= 0.022598 dev= nan test= 0.175000 train= 0.019444
rnd 339: wh-err= 0.997093 th-err= 0.022532 dev= nan test= 0.175000 train= 0.019444
rnd 340: wh-err= 0.997106 th-err= 0.022467 dev= nan test= 0.175000 train= 0.019444
rnd 341: wh-err= 0.997158 th-err= 0.022403 dev= nan test= 0.175000 train= 0.019444
rnd 342: wh-err= 0.997165 th-err= 0.022340 dev= nan test= 0.175000 train= 0.019444
rnd 343: wh-err= 0.997210 th-err= 0.022277 dev= nan test= 0.175000 train= 0.019444
rnd 344: wh-err= 0.997207 th-err= 0.022215 dev= nan test= 0.175000 train= 0.019444
rnd 345: wh-err= 0.997239 th-err= 0.022154 dev= nan test= 0.175000 train= 0.019444
rnd 346: wh-err= 0.997265 th-err= 0.022093 dev= nan test= 0.175000 train= 0.019444
rnd 347: wh-err= 0.997268 th-err= 0.022033 dev= nan test= 0.175000 train= 0.019444
rnd 348: wh-err= 0.997270 th-err= 0.021973 dev= nan test= 0.175000 train= 0.019444
rnd 349: wh-err= 0.997305 th-err= 0.021913 dev= nan test= 0.175000 train= 0.019444
rnd 350: wh-err= 0.997308 th-err= 0.021854 dev= nan test= 0.175000 train= 0.019444
rnd 351: wh-err= 0.997322 th-err= 0.021796 dev= nan test= 0.175000 train= 0.019444
rnd 352: wh-err= 0.997326 th-err= 0.021738 dev= nan test= 0.175000 train= 0.019444
rnd 353: wh-err= 0.997369 th-err= 0.021680 dev= nan test= 0.175000 train= 0.019444
rnd 354: wh-err= 0.997380 th-err= 0.021624 dev= nan test= 0.175000 train= 0.019444
rnd 355: wh-err= 0.997380 th-err= 0.021567 dev= nan test= 0.175000 train= 0.019444
rnd 356: wh-err= 0.997453 th-err= 0.021512 dev= nan test= 0.175000 train= 0.019444
rnd 357: wh-err= 0.997453 th-err= 0.021457 dev= nan test= 0.175000 train= 0.019444
rnd 358: wh-err= 0.997456 th-err= 0.021403 dev= nan test= 0.175000 train= 0.019444
rnd 359: wh-err= 0.997459 th-err= 0.021348 dev= nan test= 0.175000 train= 0.019444
rnd 360: wh-err= 0.997479 th-err= 0.021294 dev= nan test= 0.175000 train= 0.019444
rnd 361: wh-err= 0.997476 th-err= 0.021241 dev= nan test= 0.175000 train= 0.019444
rnd 362: wh-err= 0.997457 th-err= 0.021187 dev= nan test= 0.175000 train= 0.019444
rnd 363: wh-err= 0.997519 th-err= 0.021134 dev= nan test= 0.175000 train= 0.019444
rnd 364: wh-err= 0.997520 th-err= 0.021082 dev= nan test= 0.175000 train= 0.019444
rnd 365: wh-err= 0.997521 th-err= 0.021029 dev= nan test= 0.175000 train= 0.019444
rnd 366: wh-err= 0.997527 th-err= 0.020977 dev= nan test= 0.175000 train= 0.019444
rnd 367: wh-err= 0.997535 th-err= 0.020926 dev= nan test= 0.175000 train= 0.019444
rnd 368: wh-err= 0.997531 th-err= 0.020874 dev= nan test= 0.175000 train= 0.019444
rnd 369: wh-err= 0.997535 th-err= 0.020823 dev= nan test= 0.175000 train= 0.019444
rnd 370: wh-err= 0.997539 th-err= 0.020771 dev= nan test= 0.175000 train= 0.019444
rnd 371: wh-err= 0.997540 th-err= 0.020720 dev= nan test= 0.175000 train= 0.019444
rnd 372: wh-err= 0.997547 th-err= 0.020669 dev= nan test= 0.175000 train= 0.019444
rnd 373: wh-err= 0.997574 th-err= 0.020619 dev= nan test= 0.175000 train= 0.019444
rnd 374: wh-err= 0.997586 th-err= 0.020570 dev= nan test= 0.175000 train= 0.019444
rnd 375: wh-err= 0.997583 th-err= 0.020520 dev= nan test= 0.175000 train= 0.019444
rnd 376: wh-err= 0.997625 th-err= 0.020471 dev= nan test= 0.175000 train= 0.019444
rnd 377: wh-err= 0.997656 th-err= 0.020423 dev= nan test= 0.175000 train= 0.019444
rnd 378: wh-err= 0.997686 th-err= 0.020376 dev= nan test= 0.175000 train= 0.019444
rnd 379: wh-err= 0.997693 th-err= 0.020329 dev= nan test= 0.175000 train= 0.019444
rnd 380: wh-err= 0.997710 th-err= 0.020282 dev= nan test= 0.175000 train= 0.019444
rnd 381: wh-err= 0.997765 th-err= 0.020237 dev= nan test= 0.175000 train= 0.019444
rnd 382: wh-err= 0.997793 th-err= 0.020192 dev= nan test= 0.175000 train= 0.019444
rnd 383: wh-err= 0.997816 th-err= 0.020148 dev= nan test= 0.175000 train= 0.019444
rnd 384: wh-err= 0.997818 th-err= 0.020104 dev= nan test= 0.175000 train= 0.019444
rnd 385: wh-err= 0.997822 th-err= 0.020060 dev= nan test= 0.175000 train= 0.019444
rnd 386: wh-err= 0.997853 th-err= 0.020017 dev= nan test= 0.175000 train= 0.019444
rnd 387: wh-err= 0.997890 th-err= 0.019975 dev= nan test= 0.175000 train= 0.019444
rnd 388: wh-err= 0.997785 th-err= 0.019931 dev= nan test= 0.175000 train= 0.019444
rnd 389: wh-err= 0.997921 th-err= 0.019889 dev= nan test= 0.175000 train= 0.019444
rnd 390: wh-err= 0.997919 th-err= 0.019848 dev= nan test= 0.175000 train= 0.019444
rnd 391: wh-err= 0.997928 th-err= 0.019807 dev= nan test= 0.175000 train= 0.019444
rnd 392: wh-err= 0.997934 th-err= 0.019766 dev= nan test= 0.175000 train= 0.019444
rnd 393: wh-err= 0.997940 th-err= 0.019725 dev= nan test= 0.175000 train= 0.019444
rnd 394: wh-err= 0.997948 th-err= 0.019685 dev= nan test= 0.175000 train= 0.019444
rnd 395: wh-err= 0.997947 th-err= 0.019644 dev= nan test= 0.175000 train= 0.019444
rnd 396: wh-err= 0.997953 th-err= 0.019604 dev= nan test= 0.175000 train= 0.019444
rnd 397: wh-err= 0.997972 th-err= 0.019564 dev= nan test= 0.175000 train= 0.019444
rnd 398: wh-err= 0.997974 th-err= 0.019525 dev= nan test= 0.175000 train= 0.019444
rnd 399: wh-err= 0.997985 th-err= 0.019485 dev= nan test= 0.175000 train= 0.019444
rnd 400: wh-err= 0.997997 th-err= 0.019446 dev= nan test= 0.175000 train= 0.019444
rnd 401: wh-err= 0.997998 th-err= 0.019408 dev= nan test= 0.175000 train= 0.019444
rnd 402: wh-err= 0.998010 th-err= 0.019369 dev= nan test= 0.175000 train= 0.019444
rnd 403: wh-err= 0.998030 th-err= 0.019331 dev= nan test= 0.175000 train= 0.019444
rnd 404: wh-err= 0.998038 th-err= 0.019293 dev= nan test= 0.175000 train= 0.019444
rnd 405: wh-err= 0.998039 th-err= 0.019255 dev= nan test= 0.175000 train= 0.019444
rnd 406: wh-err= 0.998039 th-err= 0.019217 dev= nan test= 0.175000 train= 0.019444
rnd 407: wh-err= 0.998036 th-err= 0.019179 dev= nan test= 0.175000 train= 0.019444
rnd 408: wh-err= 0.998047 th-err= 0.019142 dev= nan test= 0.175000 train= 0.019444
rnd 409: wh-err= 0.998061 th-err= 0.019105 dev= nan test= 0.175000 train= 0.019444
rnd 410: wh-err= 0.998070 th-err= 0.019068 dev= nan test= 0.175000 train= 0.019444
rnd 411: wh-err= 0.998072 th-err= 0.019031 dev= nan test= 0.175000 train= 0.019444
rnd 412: wh-err= 0.998105 th-err= 0.018995 dev= nan test= 0.175000 train= 0.019444
rnd 413: wh-err= 0.998099 th-err= 0.018959 dev= nan test= 0.175000 train= 0.019444
rnd 414: wh-err= 0.998104 th-err= 0.018923 dev= nan test= 0.175000 train= 0.019444
rnd 415: wh-err= 0.998107 th-err= 0.018887 dev= nan test= 0.175000 train= 0.019444
rnd 416: wh-err= 0.998108 th-err= 0.018852 dev= nan test= 0.175000 train= 0.019444
rnd 417: wh-err= 0.998115 th-err= 0.018816 dev= nan test= 0.175000 train= 0.019444
rnd 418: wh-err= 0.998140 th-err= 0.018781 dev= nan test= 0.175000 train= 0.019444
rnd 419: wh-err= 0.998157 th-err= 0.018746 dev= nan test= 0.175000 train= 0.019444
rnd 420: wh-err= 0.998167 th-err= 0.018712 dev= nan test= 0.175000 train= 0.019444
rnd 421: wh-err= 0.998169 th-err= 0.018678 dev= nan test= 0.175000 train= 0.019444
rnd 422: wh-err= 0.998175 th-err= 0.018644 dev= nan test= 0.175000 train= 0.019444
rnd 423: wh-err= 0.998182 th-err= 0.018610 dev= nan test= 0.175000 train= 0.019444
rnd 424: wh-err= 0.998186 th-err= 0.018576 dev= nan test= 0.175000 train= 0.019444
rnd 425: wh-err= 0.998189 th-err= 0.018542 dev= nan test= 0.175000 train= 0.019444
rnd 426: wh-err= 0.998211 th-err= 0.018509 dev= nan test= 0.175000 train= 0.019444
rnd 427: wh-err= 0.998216 th-err= 0.018476 dev= nan test= 0.175000 train= 0.019444
rnd 428: wh-err= 0.998221 th-err= 0.018443 dev= nan test= 0.175000 train= 0.019444
rnd 429: wh-err= 0.998244 th-err= 0.018411 dev= nan test= 0.175000 train= 0.019444
rnd 430: wh-err= 0.998259 th-err= 0.018379 dev= nan test= 0.175000 train= 0.019444
rnd 431: wh-err= 0.998265 th-err= 0.018347 dev= nan test= 0.175000 train= 0.019444
rnd 432: wh-err= 0.998266 th-err= 0.018315 dev= nan test= 0.175000 train= 0.019444
rnd 433: wh-err= 0.998279 th-err= 0.018284 dev= nan test= 0.175000 train= 0.019444
rnd 434: wh-err= 0.998284 th-err= 0.018252 dev= nan test= 0.175000 train= 0.019444
rnd 435: wh-err= 0.998289 th-err= 0.018221 dev= nan test= 0.175000 train= 0.019444
rnd 436: wh-err= 0.998291 th-err= 0.018190 dev= nan test= 0.175000 train= 0.019444
rnd 437: wh-err= 0.998310 th-err= 0.018159 dev= nan test= 0.175000 train= 0.019444
rnd 438: wh-err= 0.998314 th-err= 0.018129 dev= nan test= 0.175000 train= 0.019444
rnd 439: wh-err= 0.998313 th-err= 0.018098 dev= nan test= 0.175000 train= 0.019444
rnd 440: wh-err= 0.998318 th-err= 0.018068 dev= nan test= 0.175000 train= 0.019444
rnd 441: wh-err= 0.998336 th-err= 0.018038 dev= nan test= 0.175000 train= 0.019444
rnd 442: wh-err= 0.998343 th-err= 0.018008 dev= nan test= 0.175000 train= 0.019444
rnd 443: wh-err= 0.998352 th-err= 0.017978 dev= nan test= 0.175000 train= 0.019444
rnd 444: wh-err= 0.998353 th-err= 0.017948 dev= nan test= 0.175000 train= 0.019444
rnd 445: wh-err= 0.998388 th-err= 0.017919 dev= nan test= 0.175000 train= 0.019444
rnd 446: wh-err= 0.998392 th-err= 0.017891 dev= nan test= 0.175000 train= 0.019444
rnd 447: wh-err= 0.998394 th-err= 0.017862 dev= nan test= 0.175000 train= 0.019444
rnd 448: wh-err= 0.998401 th-err= 0.017833 dev= nan test= 0.175000 train= 0.019444
rnd 449: wh-err= 0.998401 th-err= 0.017805 dev= nan test= 0.175000 train= 0.019444
rnd 450: wh-err= 0.998333 th-err= 0.017775 dev= nan test= 0.175000 train= 0.019444
rnd 451: wh-err= 0.998337 th-err= 0.017746 dev= nan test= 0.175000 train= 0.019444
rnd 452: wh-err= 0.998371 th-err= 0.017717 dev= nan test= 0.175000 train= 0.019444
rnd 453: wh-err= 0.998385 th-err= 0.017688 dev= nan test= 0.175000 train= 0.019444
rnd 454: wh-err= 0.998396 th-err= 0.017660 dev= nan test= 0.175000 train= 0.019444
rnd 455: wh-err= 0.998406 th-err= 0.017632 dev= nan test= 0.175000 train= 0.019444
rnd 456: wh-err= 0.998438 th-err= 0.017604 dev= nan test= 0.175000 train= 0.019444
rnd 457: wh-err= 0.998450 th-err= 0.017577 dev= nan test= 0.175000 train= 0.019444
rnd 458: wh-err= 0.998453 th-err= 0.017550 dev= nan test= 0.175000 train= 0.019444
rnd 459: wh-err= 0.998464 th-err= 0.017523 dev= nan test= 0.175000 train= 0.019444
rnd 460: wh-err= 0.998488 th-err= 0.017496 dev= nan test= 0.175000 train= 0.019444
rnd 461: wh-err= 0.998505 th-err= 0.017470 dev= nan test= 0.175000 train= 0.019444
rnd 462: wh-err= 0.998493 th-err= 0.017444 dev= nan test= 0.175000 train= 0.019444
rnd 463: wh-err= 0.998502 th-err= 0.017417 dev= nan test= 0.175000 train= 0.019444
rnd 464: wh-err= 0.998520 th-err= 0.017392 dev= nan test= 0.175000 train= 0.019444
rnd 465: wh-err= 0.998521 th-err= 0.017366 dev= nan test= 0.175000 train= 0.019444
rnd 466: wh-err= 0.998526 th-err= 0.017340 dev= nan test= 0.175000 train= 0.019444
rnd 467: wh-err= 0.998527 th-err= 0.017315 dev= nan test= 0.175000 train= 0.019444
rnd 468: wh-err= 0.998527 th-err= 0.017289 dev= nan test= 0.175000 train= 0.019444
rnd 469: wh-err= 0.998533 th-err= 0.017264 dev= nan test= 0.175000 train= 0.019444
rnd 470: wh-err= 0.998541 th-err= 0.017239 dev= nan test= 0.175000 train= 0.019444
rnd 471: wh-err= 0.998552 th-err= 0.017214 dev= nan test= 0.175000 train= 0.019444
rnd 472: wh-err= 0.998555 th-err= 0.017189 dev= nan test= 0.175000 train= 0.019444
rnd 473: wh-err= 0.998554 th-err= 0.017164 dev= nan test= 0.175000 train= 0.019444
rnd 474: wh-err= 0.998440 th-err= 0.017137 dev= nan test= 0.175000 train= 0.019444
rnd 475: wh-err= 0.998568 th-err= 0.017113 dev= nan test= 0.175000 train= 0.019444
rnd 476: wh-err= 0.998571 th-err= 0.017088 dev= nan test= 0.175000 train= 0.019444
rnd 477: wh-err= 0.998578 th-err= 0.017064 dev= nan test= 0.175000 train= 0.019444
rnd 478: wh-err= 0.998578 th-err= 0.017040 dev= nan test= 0.175000 train= 0.019444
rnd 479: wh-err= 0.998585 th-err= 0.017016 dev= nan test= 0.175000 train= 0.019444
rnd 480: wh-err= 0.998590 th-err= 0.016992 dev= nan test= 0.175000 train= 0.019444
rnd 481: wh-err= 0.998590 th-err= 0.016968 dev= nan test= 0.175000 train= 0.019444
rnd 482: wh-err= 0.998619 th-err= 0.016944 dev= nan test= 0.175000 train= 0.019444
rnd 483: wh-err= 0.998633 th-err= 0.016921 dev= nan test= 0.175000 train= 0.019444
rnd 484: wh-err= 0.998651 th-err= 0.016898 dev= nan test= 0.175000 train= 0.019444
rnd 485: wh-err= 0.998651 th-err= 0.016875 dev= nan test= 0.175000 train= 0.019444
rnd 486: wh-err= 0.998660 th-err= 0.016853 dev= nan test= 0.175000 train= 0.019444
rnd 487: wh-err= 0.998660 th-err= 0.016830 dev= nan test= 0.175000 train= 0.019444
rnd 488: wh-err= 0.998663 th-err= 0.016808 dev= nan test= 0.175000 train= 0.019444
rnd 489: wh-err= 0.998664 th-err= 0.016785 dev= nan test= 0.175000 train= 0.019444
rnd 490: wh-err= 0.998667 th-err= 0.016763 dev= nan test= 0.175000 train= 0.019444
rnd 491: wh-err= 0.998668 th-err= 0.016741 dev= nan test= 0.175000 train= 0.019444
rnd 492: wh-err= 0.998671 th-err= 0.016718 dev= nan test= 0.175000 train= 0.019444
rnd 493: wh-err= 0.998690 th-err= 0.016696 dev= nan test= 0.175000 train= 0.019444
rnd 494: wh-err= 0.998691 th-err= 0.016675 dev= nan test= 0.175000 train= 0.019444
rnd 495: wh-err= 0.998694 th-err= 0.016653 dev= nan test= 0.175000 train= 0.019444
rnd 496: wh-err= 0.998596 th-err= 0.016629 dev= nan test= 0.175000 train= 0.019444
rnd 497: wh-err= 0.998704 th-err= 0.016608 dev= nan test= 0.175000 train= 0.019444
rnd 498: wh-err= 0.998705 th-err= 0.016586 dev= nan test= 0.175000 train= 0.019444
rnd 499: wh-err= 0.998706 th-err= 0.016565 dev= nan test= 0.175000 train= 0.019444
rnd 500: wh-err= 0.998725 th-err= 0.016544 dev= nan test= 0.175000 train= 0.019444
rnd 501: wh-err= 0.998743 th-err= 0.016523 dev= nan test= 0.175000 train= 0.019444
rnd 502: wh-err= 0.998749 th-err= 0.016502 dev= nan test= 0.175000 train= 0.019444
rnd 503: wh-err= 0.998751 th-err= 0.016482 dev= nan test= 0.175000 train= 0.019444
rnd 504: wh-err= 0.998752 th-err= 0.016461 dev= nan test= 0.175000 train= 0.019444
rnd 505: wh-err= 0.998753 th-err= 0.016441 dev= nan test= 0.175000 train= 0.019444
rnd 506: wh-err= 0.998755 th-err= 0.016420 dev= nan test= 0.175000 train= 0.019444
rnd 507: wh-err= 0.998758 th-err= 0.016400 dev= nan test= 0.175000 train= 0.019444
rnd 508: wh-err= 0.998758 th-err= 0.016379 dev= nan test= 0.175000 train= 0.019444
rnd 509: wh-err= 0.998759 th-err= 0.016359 dev= nan test= 0.175000 train= 0.019444
rnd 510: wh-err= 0.998776 th-err= 0.016339 dev= nan test= 0.175000 train= 0.019444
rnd 511: wh-err= 0.998778 th-err= 0.016319 dev= nan test= 0.175000 train= 0.019444
rnd 512: wh-err= 0.998782 th-err= 0.016299 dev= nan test= 0.175000 train= 0.019444
rnd 513: wh-err= 0.998785 th-err= 0.016279 dev= nan test= 0.175000 train= 0.019444
rnd 514: wh-err= 0.998785 th-err= 0.016260 dev= nan test= 0.175000 train= 0.019444
rnd 515: wh-err= 0.998784 th-err= 0.016240 dev= nan test= 0.175000 train= 0.019444
rnd 516: wh-err= 0.998785 th-err= 0.016220 dev= nan test= 0.175000 train= 0.019444
rnd 517: wh-err= 0.998795 th-err= 0.016201 dev= nan test= 0.175000 train= 0.019444
rnd 518: wh-err= 0.998794 th-err= 0.016181 dev= nan test= 0.175000 train= 0.019444
rnd 519: wh-err= 0.998794 th-err= 0.016162 dev= nan test= 0.175000 train= 0.019444
rnd 520: wh-err= 0.998795 th-err= 0.016142 dev= nan test= 0.175000 train= 0.019444
rnd 521: wh-err= 0.998799 th-err= 0.016123 dev= nan test= 0.175000 train= 0.019444
rnd 522: wh-err= 0.998803 th-err= 0.016103 dev= nan test= 0.175000 train= 0.019444
rnd 523: wh-err= 0.998804 th-err= 0.016084 dev= nan test= 0.175000 train= 0.019444
rnd 524: wh-err= 0.998804 th-err= 0.016065 dev= nan test= 0.175000 train= 0.019444
rnd 525: wh-err= 0.998804 th-err= 0.016046 dev= nan test= 0.175000 train= 0.019444
rnd 526: wh-err= 0.998810 th-err= 0.016027 dev= nan test= 0.175000 train= 0.019444
rnd 527: wh-err= 0.998811 th-err= 0.016008 dev= nan test= 0.175000 train= 0.019444
rnd 528: wh-err= 0.998822 th-err= 0.015989 dev= nan test= 0.175000 train= 0.019444
rnd 529: wh-err= 0.998822 th-err= 0.015970 dev= nan test= 0.175000 train= 0.019444
rnd 530: wh-err= 0.998823 th-err= 0.015951 dev= nan test= 0.175000 train= 0.019444
rnd 531: wh-err= 0.998849 th-err= 0.015933 dev= nan test= 0.175000 train= 0.019444
rnd 532: wh-err= 0.998852 th-err= 0.015914 dev= nan test= 0.175000 train= 0.019444
rnd 533: wh-err= 0.998855 th-err= 0.015896 dev= nan test= 0.175000 train= 0.019444
rnd 534: wh-err= 0.998857 th-err= 0.015878 dev= nan test= 0.175000 train= 0.019444
rnd 535: wh-err= 0.998857 th-err= 0.015860 dev= nan test= 0.175000 train= 0.019444
rnd 536: wh-err= 0.998857 th-err= 0.015842 dev= nan test= 0.175000 train= 0.019444
rnd 537: wh-err= 0.998864 th-err= 0.015824 dev= nan test= 0.175000 train= 0.019444
rnd 538: wh-err= 0.998868 th-err= 0.015806 dev= nan test= 0.175000 train= 0.019444
rnd 539: wh-err= 0.998884 th-err= 0.015788 dev= nan test= 0.175000 train= 0.019444
rnd 540: wh-err= 0.998885 th-err= 0.015771 dev= nan test= 0.175000 train= 0.019444
rnd 541: wh-err= 0.998892 th-err= 0.015753 dev= nan test= 0.175000 train= 0.019444
rnd 542: wh-err= 0.998900 th-err= 0.015736 dev= nan test= 0.175000 train= 0.019444
rnd 543: wh-err= 0.998900 th-err= 0.015719 dev= nan test= 0.175000 train= 0.019444
rnd 544: wh-err= 0.998905 th-err= 0.015701 dev= nan test= 0.175000 train= 0.019444
rnd 545: wh-err= 0.998910 th-err= 0.015684 dev= nan test= 0.175000 train= 0.019444
rnd 546: wh-err= 0.998910 th-err= 0.015667 dev= nan test= 0.175000 train= 0.019444
rnd 547: wh-err= 0.998907 th-err= 0.015650 dev= nan test= 0.175000 train= 0.019444
rnd 548: wh-err= 0.998926 th-err= 0.015633 dev= nan test= 0.175000 train= 0.019444
rnd 549: wh-err= 0.998930 th-err= 0.015616 dev= nan test= 0.175000 train= 0.019444
rnd 550: wh-err= 0.998941 th-err= 0.015600 dev= nan test= 0.175000 train= 0.019444
rnd 551: wh-err= 0.998923 th-err= 0.015583 dev= nan test= 0.175000 train= 0.019444
rnd 552: wh-err= 0.998942 th-err= 0.015567 dev= nan test= 0.175000 train= 0.019444
rnd 553: wh-err= 0.998942 th-err= 0.015550 dev= nan test= 0.175000 train= 0.019444
rnd 554: wh-err= 0.998942 th-err= 0.015534 dev= nan test= 0.175000 train= 0.019444
rnd 555: wh-err= 0.998942 th-err= 0.015517 dev= nan test= 0.175000 train= 0.019444
rnd 556: wh-err= 0.998944 th-err= 0.015501 dev= nan test= 0.175000 train= 0.019444
rnd 557: wh-err= 0.998945 th-err= 0.015485 dev= nan test= 0.175000 train= 0.019444
rnd 558: wh-err= 0.998952 th-err= 0.015468 dev= nan test= 0.175000 train= 0.019444
rnd 559: wh-err= 0.998952 th-err= 0.015452 dev= nan test= 0.175000 train= 0.019444
rnd 560: wh-err= 0.998968 th-err= 0.015436 dev= nan test= 0.175000 train= 0.019444
rnd 561: wh-err= 0.998978 th-err= 0.015420 dev= nan test= 0.175000 train= 0.019444
rnd 562: wh-err= 0.998984 th-err= 0.015405 dev= nan test= 0.175000 train= 0.019444
rnd 563: wh-err= 0.998988 th-err= 0.015389 dev= nan test= 0.175000 train= 0.019444
rnd 564: wh-err= 0.998989 th-err= 0.015374 dev= nan test= 0.175000 train= 0.019444
rnd 565: wh-err= 0.998989 th-err= 0.015358 dev= nan test= 0.175000 train= 0.019444
rnd 566: wh-err= 0.998993 th-err= 0.015343 dev= nan test= 0.175000 train= 0.019444
rnd 567: wh-err= 0.998997 th-err= 0.015327 dev= nan test= 0.175000 train= 0.019444
rnd 568: wh-err= 0.999001 th-err= 0.015312 dev= nan test= 0.175000 train= 0.019444
rnd 569: wh-err= 0.999004 th-err= 0.015297 dev= nan test= 0.175000 train= 0.019444
rnd 570: wh-err= 0.999007 th-err= 0.015281 dev= nan test= 0.175000 train= 0.019444
rnd 571: wh-err= 0.999013 th-err= 0.015266 dev= nan test= 0.175000 train= 0.019444
rnd 572: wh-err= 0.999014 th-err= 0.015251 dev= nan test= 0.175000 train= 0.019444
rnd 573: wh-err= 0.999016 th-err= 0.015236 dev= nan test= 0.175000 train= 0.019444
rnd 574: wh-err= 0.999024 th-err= 0.015221 dev= nan test= 0.175000 train= 0.019444
rnd 575: wh-err= 0.999031 th-err= 0.015207 dev= nan test= 0.175000 train= 0.019444
rnd 576: wh-err= 0.999032 th-err= 0.015192 dev= nan test= 0.175000 train= 0.019444
rnd 577: wh-err= 0.999040 th-err= 0.015177 dev= nan test= 0.175000 train= 0.019444
rnd 578: wh-err= 0.999040 th-err= 0.015163 dev= nan test= 0.175000 train= 0.019444
rnd 579: wh-err= 0.999045 th-err= 0.015148 dev= nan test= 0.175000 train= 0.019444
rnd 580: wh-err= 0.999048 th-err= 0.015134 dev= nan test= 0.175000 train= 0.019444
rnd 581: wh-err= 0.999052 th-err= 0.015120 dev= nan test= 0.175000 train= 0.019444
rnd 582: wh-err= 0.999055 th-err= 0.015105 dev= nan test= 0.175000 train= 0.019444
rnd 583: wh-err= 0.999055 th-err= 0.015091 dev= nan test= 0.175000 train= 0.019444
rnd 584: wh-err= 0.999056 th-err= 0.015077 dev= nan test= 0.175000 train= 0.019444
rnd 585: wh-err= 0.999057 th-err= 0.015062 dev= nan test= 0.175000 train= 0.019444
rnd 586: wh-err= 0.999058 th-err= 0.015048 dev= nan test= 0.175000 train= 0.019444
rnd 587: wh-err= 0.999059 th-err= 0.015034 dev= nan test= 0.175000 train= 0.019444
rnd 588: wh-err= 0.999061 th-err= 0.015020 dev= nan test= 0.175000 train= 0.019444
rnd 589: wh-err= 0.999065 th-err= 0.015006 dev= nan test= 0.175000 train= 0.019444
rnd 590: wh-err= 0.999066 th-err= 0.014992 dev= nan test= 0.175000 train= 0.019444
rnd 591: wh-err= 0.999068 th-err= 0.014978 dev= nan test= 0.175000 train= 0.019444
rnd 592: wh-err= 0.999071 th-err= 0.014964 dev= nan test= 0.175000 train= 0.019444
rnd 593: wh-err= 0.999075 th-err= 0.014950 dev= nan test= 0.175000 train= 0.019444
rnd 594: wh-err= 0.999079 th-err= 0.014936 dev= nan test= 0.175000 train= 0.019444
rnd 595: wh-err= 0.999079 th-err= 0.014923 dev= nan test= 0.175000 train= 0.019444
rnd 596: wh-err= 0.999081 th-err= 0.014909 dev= nan test= 0.175000 train= 0.019444
rnd 597: wh-err= 0.999061 th-err= 0.014895 dev= nan test= 0.175000 train= 0.019444
rnd 598: wh-err= 0.999081 th-err= 0.014881 dev= nan test= 0.175000 train= 0.019444
rnd 599: wh-err= 0.999085 th-err= 0.014868 dev= nan test= 0.175000 train= 0.019444
rnd 600: wh-err= 0.999085 th-err= 0.014854 dev= nan test= 0.175000 train= 0.019444
rnd 601: wh-err= 0.999090 th-err= 0.014841 dev= nan test= 0.175000 train= 0.019444
rnd 602: wh-err= 0.999091 th-err= 0.014827 dev= nan test= 0.175000 train= 0.019444
rnd 603: wh-err= 0.999092 th-err= 0.014814 dev= nan test= 0.175000 train= 0.019444
rnd 604: wh-err= 0.999097 th-err= 0.014800 dev= nan test= 0.175000 train= 0.019444
rnd 605: wh-err= 0.999100 th-err= 0.014787 dev= nan test= 0.175000 train= 0.019444
rnd 606: wh-err= 0.999100 th-err= 0.014774 dev= nan test= 0.175000 train= 0.019444
rnd 607: wh-err= 0.999097 th-err= 0.014760 dev= nan test= 0.175000 train= 0.019444
rnd 608: wh-err= 0.999103 th-err= 0.014747 dev= nan test= 0.175000 train= 0.019444
rnd 609: wh-err= 0.999104 th-err= 0.014734 dev= nan test= 0.175000 train= 0.019444
rnd 610: wh-err= 0.999104 th-err= 0.014721 dev= nan test= 0.175000 train= 0.019444
rnd 611: wh-err= 0.999106 th-err= 0.014707 dev= nan test= 0.175000 train= 0.019444
rnd 612: wh-err= 0.999107 th-err= 0.014694 dev= nan test= 0.175000 train= 0.019444
rnd 613: wh-err= 0.999107 th-err= 0.014681 dev= nan test= 0.175000 train= 0.019444
rnd 614: wh-err= 0.999107 th-err= 0.014668 dev= nan test= 0.175000 train= 0.019444
rnd 615: wh-err= 0.999110 th-err= 0.014655 dev= nan test= 0.175000 train= 0.019444
rnd 616: wh-err= 0.999114 th-err= 0.014642 dev= nan test= 0.175000 train= 0.019444
rnd 617: wh-err= 0.999118 th-err= 0.014629 dev= nan test= 0.175000 train= 0.019444
rnd 618: wh-err= 0.999125 th-err= 0.014616 dev= nan test= 0.175000 train= 0.019444
rnd 619: wh-err= 0.999125 th-err= 0.014604 dev= nan test= 0.175000 train= 0.019444
rnd 620: wh-err= 0.999131 th-err= 0.014591 dev= nan test= 0.175000 train= 0.019444
rnd 621: wh-err= 0.999131 th-err= 0.014578 dev= nan test= 0.175000 train= 0.019444
rnd 622: wh-err= 0.999138 th-err= 0.014566 dev= nan test= 0.175000 train= 0.019444
rnd 623: wh-err= 0.999143 th-err= 0.014553 dev= nan test= 0.175000 train= 0.019444
rnd 624: wh-err= 0.999149 th-err= 0.014541 dev= nan test= 0.175000 train= 0.019444
rnd 625: wh-err= 0.999151 th-err= 0.014528 dev= nan test= 0.175000 train= 0.019444
rnd 626: wh-err= 0.999153 th-err= 0.014516 dev= nan test= 0.175000 train= 0.019444
rnd 627: wh-err= 0.999153 th-err= 0.014504 dev= nan test= 0.175000 train= 0.019444
rnd 628: wh-err= 0.999158 th-err= 0.014492 dev= nan test= 0.175000 train= 0.019444
rnd 629: wh-err= 0.999159 th-err= 0.014479 dev= nan test= 0.175000 train= 0.019444
rnd 630: wh-err= 0.999161 th-err= 0.014467 dev= nan test= 0.175000 train= 0.019444
rnd 631: wh-err= 0.999167 th-err= 0.014455 dev= nan test= 0.175000 train= 0.019444
rnd 632: wh-err= 0.999167 th-err= 0.014443 dev= nan test= 0.175000 train= 0.019444
rnd 633: wh-err= 0.999168 th-err= 0.014431 dev= nan test= 0.175000 train= 0.019444
rnd 634: wh-err= 0.999173 th-err= 0.014419 dev= nan test= 0.175000 train= 0.019444
rnd 635: wh-err= 0.999174 th-err= 0.014407 dev= nan test= 0.175000 train= 0.019444
rnd 636: wh-err= 0.999174 th-err= 0.014395 dev= nan test= 0.175000 train= 0.019444
rnd 637: wh-err= 0.999180 th-err= 0.014384 dev= nan test= 0.175000 train= 0.019444
rnd 638: wh-err= 0.999180 th-err= 0.014372 dev= nan test= 0.175000 train= 0.019444
rnd 639: wh-err= 0.999187 th-err= 0.014360 dev= nan test= 0.175000 train= 0.019444
rnd 640: wh-err= 0.999187 th-err= 0.014348 dev= nan test= 0.175000 train= 0.019444
rnd 641: wh-err= 0.999189 th-err= 0.014337 dev= nan test= 0.175000 train= 0.019444
rnd 642: wh-err= 0.999190 th-err= 0.014325 dev= nan test= 0.175000 train= 0.019444
rnd 643: wh-err= 0.999191 th-err= 0.014314 dev= nan test= 0.175000 train= 0.019444
rnd 644: wh-err= 0.999191 th-err= 0.014302 dev= nan test= 0.175000 train= 0.019444
rnd 645: wh-err= 0.999191 th-err= 0.014290 dev= nan test= 0.175000 train= 0.019444
rnd 646: wh-err= 0.999192 th-err= 0.014279 dev= nan test= 0.175000 train= 0.019444
rnd 647: wh-err= 0.999195 th-err= 0.014267 dev= nan test= 0.175000 train= 0.019444
rnd 648: wh-err= 0.999206 th-err= 0.014256 dev= nan test= 0.175000 train= 0.019444
rnd 649: wh-err= 0.999208 th-err= 0.014245 dev= nan test= 0.175000 train= 0.019444
rnd 650: wh-err= 0.999211 th-err= 0.014234 dev= nan test= 0.175000 train= 0.019444
rnd 651: wh-err= 0.999214 th-err= 0.014222 dev= nan test= 0.175000 train= 0.019444
rnd 652: wh-err= 0.999214 th-err= 0.014211 dev= nan test= 0.175000 train= 0.019444
rnd 653: wh-err= 0.999215 th-err= 0.014200 dev= nan test= 0.175000 train= 0.019444
rnd 654: wh-err= 0.999216 th-err= 0.014189 dev= nan test= 0.175000 train= 0.019444
rnd 655: wh-err= 0.999218 th-err= 0.014178 dev= nan test= 0.175000 train= 0.019444
rnd 656: wh-err= 0.999224 th-err= 0.014167 dev= nan test= 0.175000 train= 0.019444
rnd 657: wh-err= 0.999232 th-err= 0.014156 dev= nan test= 0.175000 train= 0.019444
rnd 658: wh-err= 0.999232 th-err= 0.014145 dev= nan test= 0.175000 train= 0.019444
rnd 659: wh-err= 0.999235 th-err= 0.014134 dev= nan test= 0.175000 train= 0.019444
rnd 660: wh-err= 0.999236 th-err= 0.014123 dev= nan test= 0.175000 train= 0.019444
rnd 661: wh-err= 0.999241 th-err= 0.014113 dev= nan test= 0.175000 train= 0.019444
rnd 662: wh-err= 0.999241 th-err= 0.014102 dev= nan test= 0.175000 train= 0.019444
rnd 663: wh-err= 0.999252 th-err= 0.014091 dev= nan test= 0.175000 train= 0.019444
rnd 664: wh-err= 0.999253 th-err= 0.014081 dev= nan test= 0.175000 train= 0.019444
rnd 665: wh-err= 0.999253 th-err= 0.014070 dev= nan test= 0.175000 train= 0.019444
rnd 666: wh-err= 0.999255 th-err= 0.014060 dev= nan test= 0.175000 train= 0.019444
rnd 667: wh-err= 0.999256 th-err= 0.014050 dev= nan test= 0.175000 train= 0.019444
rnd 668: wh-err= 0.999245 th-err= 0.014039 dev= nan test= 0.175000 train= 0.019444
rnd 669: wh-err= 0.999259 th-err= 0.014029 dev= nan test= 0.175000 train= 0.019444
rnd 670: wh-err= 0.999259 th-err= 0.014018 dev= nan test= 0.175000 train= 0.019444
rnd 671: wh-err= 0.999260 th-err= 0.014008 dev= nan test= 0.175000 train= 0.019444
rnd 672: wh-err= 0.999265 th-err= 0.013997 dev= nan test= 0.175000 train= 0.019444
rnd 673: wh-err= 0.999266 th-err= 0.013987 dev= nan test= 0.175000 train= 0.019444
rnd 674: wh-err= 0.999267 th-err= 0.013977 dev= nan test= 0.175000 train= 0.019444
rnd 675: wh-err= 0.999267 th-err= 0.013967 dev= nan test= 0.175000 train= 0.019444
rnd 676: wh-err= 0.999268 th-err= 0.013956 dev= nan test= 0.175000 train= 0.019444
rnd 677: wh-err= 0.999271 th-err= 0.013946 dev= nan test= 0.175000 train= 0.019444
rnd 678: wh-err= 0.999271 th-err= 0.013936 dev= nan test= 0.175000 train= 0.019444
rnd 679: wh-err= 0.999271 th-err= 0.013926 dev= nan test= 0.175000 train= 0.019444
rnd 680: wh-err= 0.999272 th-err= 0.013916 dev= nan test= 0.175000 train= 0.019444
rnd 681: wh-err= 0.999273 th-err= 0.013906 dev= nan test= 0.175000 train= 0.019444
rnd 682: wh-err= 0.999275 th-err= 0.013896 dev= nan test= 0.175000 train= 0.019444
rnd 683: wh-err= 0.999276 th-err= 0.013886 dev= nan test= 0.175000 train= 0.019444
rnd 684: wh-err= 0.999278 th-err= 0.013876 dev= nan test= 0.175000 train= 0.019444
rnd 685: wh-err= 0.999278 th-err= 0.013866 dev= nan test= 0.175000 train= 0.019444
rnd 686: wh-err= 0.999279 th-err= 0.013856 dev= nan test= 0.175000 train= 0.019444
rnd 687: wh-err= 0.999281 th-err= 0.013846 dev= nan test= 0.175000 train= 0.019444
rnd 688: wh-err= 0.999282 th-err= 0.013836 dev= nan test= 0.175000 train= 0.019444
rnd 689: wh-err= 0.999284 th-err= 0.013826 dev= nan test= 0.175000 train= 0.019444
rnd 690: wh-err= 0.999284 th-err= 0.013816 dev= nan test= 0.175000 train= 0.019444
rnd 691: wh-err= 0.999284 th-err= 0.013806 dev= nan test= 0.175000 train= 0.019444
rnd 692: wh-err= 0.999286 th-err= 0.013796 dev= nan test= 0.175000 train= 0.019444
rnd 693: wh-err= 0.999290 th-err= 0.013786 dev= nan test= 0.175000 train= 0.019444
rnd 694: wh-err= 0.999291 th-err= 0.013777 dev= nan test= 0.175000 train= 0.019444
rnd 695: wh-err= 0.999291 th-err= 0.013767 dev= nan test= 0.175000 train= 0.019444
rnd 696: wh-err= 0.999291 th-err= 0.013757 dev= nan test= 0.175000 train= 0.019444
rnd 697: wh-err= 0.999292 th-err= 0.013747 dev= nan test= 0.175000 train= 0.019444
rnd 698: wh-err= 0.999294 th-err= 0.013738 dev= nan test= 0.175000 train= 0.019444
rnd 699: wh-err= 0.999294 th-err= 0.013728 dev= nan test= 0.175000 train= 0.019444
rnd 700: wh-err= 0.999296 th-err= 0.013718 dev= nan test= 0.175000 train= 0.019444
rnd 701: wh-err= 0.999298 th-err= 0.013709 dev= nan test= 0.175000 train= 0.019444
rnd 702: wh-err= 0.999299 th-err= 0.013699 dev= nan test= 0.175000 train= 0.019444
rnd 703: wh-err= 0.999299 th-err= 0.013689 dev= nan test= 0.175000 train= 0.019444
rnd 704: wh-err= 0.999301 th-err= 0.013680 dev= nan test= 0.175000 train= 0.019444
rnd 705: wh-err= 0.999302 th-err= 0.013670 dev= nan test= 0.175000 train= 0.019444
rnd 706: wh-err= 0.999303 th-err= 0.013661 dev= nan test= 0.175000 train= 0.019444
rnd 707: wh-err= 0.999306 th-err= 0.013651 dev= nan test= 0.175000 train= 0.019444
rnd 708: wh-err= 0.999309 th-err= 0.013642 dev= nan test= 0.175000 train= 0.019444
rnd 709: wh-err= 0.999309 th-err= 0.013632 dev= nan test= 0.175000 train= 0.019444
rnd 710: wh-err= 0.999314 th-err= 0.013623 dev= nan test= 0.175000 train= 0.019444
rnd 711: wh-err= 0.999316 th-err= 0.013614 dev= nan test= 0.175000 train= 0.019444
rnd 712: wh-err= 0.999316 th-err= 0.013604 dev= nan test= 0.175000 train= 0.019444
rnd 713: wh-err= 0.999317 th-err= 0.013595 dev= nan test= 0.175000 train= 0.019444
rnd 714: wh-err= 0.999318 th-err= 0.013586 dev= nan test= 0.175000 train= 0.019444
rnd 715: wh-err= 0.999320 th-err= 0.013577 dev= nan test= 0.175000 train= 0.019444
rnd 716: wh-err= 0.999321 th-err= 0.013567 dev= nan test= 0.175000 train= 0.019444
rnd 717: wh-err= 0.999322 th-err= 0.013558 dev= nan test= 0.175000 train= 0.019444
rnd 718: wh-err= 0.999327 th-err= 0.013549 dev= nan test= 0.175000 train= 0.019444
rnd 719: wh-err= 0.999327 th-err= 0.013540 dev= nan test= 0.175000 train= 0.019444
rnd 720: wh-err= 0.999328 th-err= 0.013531 dev= nan test= 0.175000 train= 0.019444
rnd 721: wh-err= 0.999330 th-err= 0.013522 dev= nan test= 0.175000 train= 0.019444
rnd 722: wh-err= 0.999332 th-err= 0.013513 dev= nan test= 0.175000 train= 0.019444
rnd 723: wh-err= 0.999333 th-err= 0.013504 dev= nan test= 0.175000 train= 0.019444
rnd 724: wh-err= 0.999334 th-err= 0.013495 dev= nan test= 0.175000 train= 0.019444
rnd 725: wh-err= 0.999336 th-err= 0.013486 dev= nan test= 0.175000 train= 0.019444
rnd 726: wh-err= 0.999339 th-err= 0.013477 dev= nan test= 0.175000 train= 0.019444
rnd 727: wh-err= 0.999342 th-err= 0.013468 dev= nan test= 0.175000 train= 0.019444
rnd 728: wh-err= 0.999349 th-err= 0.013459 dev= nan test= 0.175000 train= 0.019444
rnd 729: wh-err= 0.999349 th-err= 0.013450 dev= nan test= 0.175000 train= 0.019444
rnd 730: wh-err= 0.999350 th-err= 0.013442 dev= nan test= 0.175000 train= 0.019444
rnd 731: wh-err= 0.999350 th-err= 0.013433 dev= nan test= 0.175000 train= 0.019444
rnd 732: wh-err= 0.999354 th-err= 0.013424 dev= nan test= 0.175000 train= 0.019444
rnd 733: wh-err= 0.999355 th-err= 0.013416 dev= nan test= 0.175000 train= 0.019444
rnd 734: wh-err= 0.999359 th-err= 0.013407 dev= nan test= 0.175000 train= 0.019444
rnd 735: wh-err= 0.999361 th-err= 0.013398 dev= nan test= 0.175000 train= 0.019444
rnd 736: wh-err= 0.999364 th-err= 0.013390 dev= nan test= 0.175000 train= 0.019444
rnd 737: wh-err= 0.999364 th-err= 0.013381 dev= nan test= 0.175000 train= 0.019444
rnd 738: wh-err= 0.999364 th-err= 0.013373 dev= nan test= 0.175000 train= 0.019444
rnd 739: wh-err= 0.999366 th-err= 0.013364 dev= nan test= 0.175000 train= 0.019444
rnd 740: wh-err= 0.999367 th-err= 0.013356 dev= nan test= 0.175000 train= 0.019444
rnd 741: wh-err= 0.999368 th-err= 0.013348 dev= nan test= 0.175000 train= 0.019444
rnd 742: wh-err= 0.999371 th-err= 0.013339 dev= nan test= 0.175000 train= 0.019444
rnd 743: wh-err= 0.999372 th-err= 0.013331 dev= nan test= 0.175000 train= 0.019444
rnd 744: wh-err= 0.999372 th-err= 0.013322 dev= nan test= 0.175000 train= 0.019444
rnd 745: wh-err= 0.999374 th-err= 0.013314 dev= nan test= 0.175000 train= 0.019444
rnd 746: wh-err= 0.999368 th-err= 0.013306 dev= nan test= 0.175000 train= 0.019444
rnd 747: wh-err= 0.999375 th-err= 0.013297 dev= nan test= 0.175000 train= 0.019444
rnd 748: wh-err= 0.999376 th-err= 0.013289 dev= nan test= 0.175000 train= 0.019444
rnd 749: wh-err= 0.999377 th-err= 0.013281 dev= nan test= 0.175000 train= 0.019444
rnd 750: wh-err= 0.999377 th-err= 0.013272 dev= nan test= 0.175000 train= 0.019444
rnd 751: wh-err= 0.999380 th-err= 0.013264 dev= nan test= 0.175000 train= 0.019444
rnd 752: wh-err= 0.999382 th-err= 0.013256 dev= nan test= 0.175000 train= 0.019444
rnd 753: wh-err= 0.999388 th-err= 0.013248 dev= nan test= 0.175000 train= 0.019444
rnd 754: wh-err= 0.999389 th-err= 0.013240 dev= nan test= 0.175000 train= 0.019444
rnd 755: wh-err= 0.999390 th-err= 0.013232 dev= nan test= 0.175000 train= 0.019444
rnd 756: wh-err= 0.999391 th-err= 0.013224 dev= nan test= 0.175000 train= 0.019444
rnd 757: wh-err= 0.999391 th-err= 0.013216 dev= nan test= 0.175000 train= 0.019444
rnd 758: wh-err= 0.999395 th-err= 0.013208 dev= nan test= 0.175000 train= 0.019444
rnd 759: wh-err= 0.999396 th-err= 0.013200 dev= nan test= 0.175000 train= 0.019444
rnd 760: wh-err= 0.999395 th-err= 0.013192 dev= nan test= 0.175000 train= 0.019444
rnd 761: wh-err= 0.999396 th-err= 0.013184 dev= nan test= 0.175000 train= 0.019444
rnd 762: wh-err= 0.999397 th-err= 0.013176 dev= nan test= 0.175000 train= 0.019444
rnd 763: wh-err= 0.999385 th-err= 0.013168 dev= nan test= 0.175000 train= 0.019444
rnd 764: wh-err= 0.999398 th-err= 0.013160 dev= nan test= 0.175000 train= 0.019444
rnd 765: wh-err= 0.999398 th-err= 0.013152 dev= nan test= 0.175000 train= 0.019444
rnd 766: wh-err= 0.999402 th-err= 0.013144 dev= nan test= 0.175000 train= 0.019444
rnd 767: wh-err= 0.999404 th-err= 0.013136 dev= nan test= 0.175000 train= 0.019444
rnd 768: wh-err= 0.999405 th-err= 0.013128 dev= nan test= 0.175000 train= 0.019444
rnd 769: wh-err= 0.999405 th-err= 0.013120 dev= nan test= 0.175000 train= 0.019444
rnd 770: wh-err= 0.999406 th-err= 0.013113 dev= nan test= 0.175000 train= 0.019444
rnd 771: wh-err= 0.999406 th-err= 0.013105 dev= nan test= 0.175000 train= 0.019444
rnd 772: wh-err= 0.999406 th-err= 0.013097 dev= nan test= 0.175000 train= 0.019444
rnd 773: wh-err= 0.999407 th-err= 0.013089 dev= nan test= 0.175000 train= 0.019444
rnd 774: wh-err= 0.999407 th-err= 0.013082 dev= nan test= 0.175000 train= 0.019444
rnd 775: wh-err= 0.999407 th-err= 0.013074 dev= nan test= 0.175000 train= 0.019444
rnd 776: wh-err= 0.999408 th-err= 0.013066 dev= nan test= 0.175000 train= 0.019444
rnd 777: wh-err= 0.999408 th-err= 0.013058 dev= nan test= 0.175000 train= 0.019444
rnd 778: wh-err= 0.999410 th-err= 0.013051 dev= nan test= 0.175000 train= 0.019444
rnd 779: wh-err= 0.999412 th-err= 0.013043 dev= nan test= 0.175000 train= 0.019444
rnd 780: wh-err= 0.999413 th-err= 0.013035 dev= nan test= 0.175000 train= 0.019444
rnd 781: wh-err= 0.999414 th-err= 0.013028 dev= nan test= 0.175000 train= 0.019444
rnd 782: wh-err= 0.999417 th-err= 0.013020 dev= nan test= 0.175000 train= 0.019444
rnd 783: wh-err= 0.999417 th-err= 0.013012 dev= nan test= 0.175000 train= 0.019444
rnd 784: wh-err= 0.999418 th-err= 0.013005 dev= nan test= 0.175000 train= 0.019444
rnd 785: wh-err= 0.999418 th-err= 0.012997 dev= nan test= 0.175000 train= 0.019444
rnd 786: wh-err= 0.999419 th-err= 0.012990 dev= nan test= 0.175000 train= 0.019444
rnd 787: wh-err= 0.999420 th-err= 0.012982 dev= nan test= 0.175000 train= 0.019444
rnd 788: wh-err= 0.999421 th-err= 0.012975 dev= nan test= 0.175000 train= 0.019444
rnd 789: wh-err= 0.999422 th-err= 0.012967 dev= nan test= 0.175000 train= 0.019444
rnd 790: wh-err= 0.999425 th-err= 0.012960 dev= nan test= 0.175000 train= 0.019444
rnd 791: wh-err= 0.999426 th-err= 0.012952 dev= nan test= 0.175000 train= 0.019444
rnd 792: wh-err= 0.999427 th-err= 0.012945 dev= nan test= 0.175000 train= 0.019444
rnd 793: wh-err= 0.999427 th-err= 0.012937 dev= nan test= 0.175000 train= 0.019444
rnd 794: wh-err= 0.999428 th-err= 0.012930 dev= nan test= 0.175000 train= 0.019444
rnd 795: wh-err= 0.999428 th-err= 0.012923 dev= nan test= 0.175000 train= 0.019444
rnd 796: wh-err= 0.999430 th-err= 0.012915 dev= nan test= 0.175000 train= 0.019444
rnd 797: wh-err= 0.999431 th-err= 0.012908 dev= nan test= 0.175000 train= 0.019444
rnd 798: wh-err= 0.999432 th-err= 0.012901 dev= nan test= 0.175000 train= 0.019444
rnd 799: wh-err= 0.999433 th-err= 0.012893 dev= nan test= 0.175000 train= 0.019444
rnd 800: wh-err= 0.999433 th-err= 0.012886 dev= nan test= 0.175000 train= 0.019444
rnd 801: wh-err= 0.999434 th-err= 0.012879 dev= nan test= 0.175000 train= 0.019444
rnd 802: wh-err= 0.999435 th-err= 0.012871 dev= nan test= 0.175000 train= 0.019444
rnd 803: wh-err= 0.999439 th-err= 0.012864 dev= nan test= 0.175000 train= 0.019444
rnd 804: wh-err= 0.999443 th-err= 0.012857 dev= nan test= 0.175000 train= 0.019444
rnd 805: wh-err= 0.999443 th-err= 0.012850 dev= nan test= 0.175000 train= 0.019444
rnd 806: wh-err= 0.999441 th-err= 0.012843 dev= nan test= 0.175000 train= 0.019444
rnd 807: wh-err= 0.999444 th-err= 0.012836 dev= nan test= 0.175000 train= 0.019444
rnd 808: wh-err= 0.999446 th-err= 0.012828 dev= nan test= 0.175000 train= 0.019444
rnd 809: wh-err= 0.999446 th-err= 0.012821 dev= nan test= 0.175000 train= 0.019444
rnd 810: wh-err= 0.999447 th-err= 0.012814 dev= nan test= 0.175000 train= 0.019444
rnd 811: wh-err= 0.999448 th-err= 0.012807 dev= nan test= 0.175000 train= 0.019444
rnd 812: wh-err= 0.999449 th-err= 0.012800 dev= nan test= 0.175000 train= 0.019444
rnd 813: wh-err= 0.999450 th-err= 0.012793 dev= nan test= 0.175000 train= 0.019444
rnd 814: wh-err= 0.999452 th-err= 0.012786 dev= nan test= 0.175000 train= 0.019444
rnd 815: wh-err= 0.999455 th-err= 0.012779 dev= nan test= 0.175000 train= 0.019444
rnd 816: wh-err= 0.999456 th-err= 0.012772 dev= nan test= 0.175000 train= 0.019444
rnd 817: wh-err= 0.999457 th-err= 0.012765 dev= nan test= 0.175000 train= 0.019444
rnd 818: wh-err= 0.999458 th-err= 0.012758 dev= nan test= 0.175000 train= 0.019444
rnd 819: wh-err= 0.999459 th-err= 0.012751 dev= nan test= 0.175000 train= 0.019444
rnd 820: wh-err= 0.999459 th-err= 0.012745 dev= nan test= 0.175000 train= 0.019444
rnd 821: wh-err= 0.999460 th-err= 0.012738 dev= nan test= 0.175000 train= 0.019444
rnd 822: wh-err= 0.999461 th-err= 0.012731 dev= nan test= 0.175000 train= 0.019444
rnd 823: wh-err= 0.999462 th-err= 0.012724 dev= nan test= 0.175000 train= 0.019444
rnd 824: wh-err= 0.999463 th-err= 0.012717 dev= nan test= 0.175000 train= 0.019444
rnd 825: wh-err= 0.999463 th-err= 0.012710 dev= nan test= 0.175000 train= 0.019444
rnd 826: wh-err= 0.999464 th-err= 0.012703 dev= nan test= 0.175000 train= 0.019444
rnd 827: wh-err= 0.999467 th-err= 0.012697 dev= nan test= 0.175000 train= 0.019444
rnd 828: wh-err= 0.999468 th-err= 0.012690 dev= nan test= 0.175000 train= 0.019444
rnd 829: wh-err= 0.999469 th-err= 0.012683 dev= nan test= 0.175000 train= 0.019444
rnd 830: wh-err= 0.999471 th-err= 0.012676 dev= nan test= 0.175000 train= 0.019444
rnd 831: wh-err= 0.999476 th-err= 0.012670 dev= nan test= 0.175000 train= 0.019444
rnd 832: wh-err= 0.999478 th-err= 0.012663 dev= nan test= 0.175000 train= 0.019444
rnd 833: wh-err= 0.999479 th-err= 0.012657 dev= nan test= 0.175000 train= 0.019444
rnd 834: wh-err= 0.999479 th-err= 0.012650 dev= nan test= 0.175000 train= 0.019444
rnd 835: wh-err= 0.999481 th-err= 0.012643 dev= nan test= 0.175000 train= 0.019444
rnd 836: wh-err= 0.999482 th-err= 0.012637 dev= nan test= 0.175000 train= 0.019444
rnd 837: wh-err= 0.999483 th-err= 0.012630 dev= nan test= 0.175000 train= 0.019444
rnd 838: wh-err= 0.999486 th-err= 0.012624 dev= nan test= 0.175000 train= 0.019444
rnd 839: wh-err= 0.999487 th-err= 0.012617 dev= nan test= 0.175000 train= 0.019444
rnd 840: wh-err= 0.999488 th-err= 0.012611 dev= nan test= 0.175000 train= 0.019444
rnd 841: wh-err= 0.999488 th-err= 0.012604 dev= nan test= 0.175000 train= 0.019444
rnd 842: wh-err= 0.999490 th-err= 0.012598 dev= nan test= 0.175000 train= 0.019444
rnd 843: wh-err= 0.999491 th-err= 0.012592 dev= nan test= 0.175000 train= 0.019444
rnd 844: wh-err= 0.999491 th-err= 0.012585 dev= nan test= 0.175000 train= 0.019444
rnd 845: wh-err= 0.999492 th-err= 0.012579 dev= nan test= 0.175000 train= 0.019444
rnd 846: wh-err= 0.999493 th-err= 0.012572 dev= nan test= 0.175000 train= 0.019444
rnd 847: wh-err= 0.999494 th-err= 0.012566 dev= nan test= 0.175000 train= 0.019444
rnd 848: wh-err= 0.999495 th-err= 0.012560 dev= nan test= 0.175000 train= 0.019444
rnd 849: wh-err= 0.999495 th-err= 0.012553 dev= nan test= 0.175000 train= 0.019444
rnd 850: wh-err= 0.999496 th-err= 0.012547 dev= nan test= 0.175000 train= 0.019444
rnd 851: wh-err= 0.999497 th-err= 0.012541 dev= nan test= 0.175000 train= 0.019444
rnd 852: wh-err= 0.999499 th-err= 0.012534 dev= nan test= 0.175000 train= 0.019444
rnd 853: wh-err= 0.999499 th-err= 0.012528 dev= nan test= 0.175000 train= 0.019444
rnd 854: wh-err= 0.999500 th-err= 0.012522 dev= nan test= 0.175000 train= 0.019444
rnd 855: wh-err= 0.999500 th-err= 0.012516 dev= nan test= 0.175000 train= 0.019444
rnd 856: wh-err= 0.999500 th-err= 0.012509 dev= nan test= 0.175000 train= 0.019444
rnd 857: wh-err= 0.999501 th-err= 0.012503 dev= nan test= 0.175000 train= 0.019444
rnd 858: wh-err= 0.999501 th-err= 0.012497 dev= nan test= 0.175000 train= 0.019444
rnd 859: wh-err= 0.999502 th-err= 0.012491 dev= nan test= 0.175000 train= 0.019444
rnd 860: wh-err= 0.999504 th-err= 0.012485 dev= nan test= 0.175000 train= 0.019444
rnd 861: wh-err= 0.999505 th-err= 0.012478 dev= nan test= 0.175000 train= 0.019444
rnd 862: wh-err= 0.999506 th-err= 0.012472 dev= nan test= 0.175000 train= 0.019444
rnd 863: wh-err= 0.999507 th-err= 0.012466 dev= nan test= 0.175000 train= 0.019444
rnd 864: wh-err= 0.999506 th-err= 0.012460 dev= nan test= 0.175000 train= 0.019444
rnd 865: wh-err= 0.999489 th-err= 0.012454 dev= nan test= 0.175000 train= 0.019444
rnd 866: wh-err= 0.999507 th-err= 0.012447 dev= nan test= 0.175000 train= 0.019444
rnd 867: wh-err= 0.999508 th-err= 0.012441 dev= nan test= 0.175000 train= 0.019444
rnd 868: wh-err= 0.999509 th-err= 0.012435 dev= nan test= 0.175000 train= 0.019444
rnd 869: wh-err= 0.999509 th-err= 0.012429 dev= nan test= 0.175000 train= 0.019444
rnd 870: wh-err= 0.999510 th-err= 0.012423 dev= nan test= 0.175000 train= 0.019444
rnd 871: wh-err= 0.999512 th-err= 0.012417 dev= nan test= 0.175000 train= 0.019444
rnd 872: wh-err= 0.999512 th-err= 0.012411 dev= nan test= 0.175000 train= 0.019444
rnd 873: wh-err= 0.999514 th-err= 0.012405 dev= nan test= 0.175000 train= 0.019444
rnd 874: wh-err= 0.999515 th-err= 0.012399 dev= nan test= 0.175000 train= 0.019444
rnd 875: wh-err= 0.999517 th-err= 0.012393 dev= nan test= 0.175000 train= 0.019444
rnd 876: wh-err= 0.999517 th-err= 0.012387 dev= nan test= 0.175000 train= 0.019444
rnd 877: wh-err= 0.999518 th-err= 0.012381 dev= nan test= 0.175000 train= 0.019444
rnd 878: wh-err= 0.999518 th-err= 0.012375 dev= nan test= 0.175000 train= 0.019444
rnd 879: wh-err= 0.999519 th-err= 0.012369 dev= nan test= 0.175000 train= 0.019444
rnd 880: wh-err= 0.999520 th-err= 0.012363 dev= nan test= 0.175000 train= 0.019444
rnd 881: wh-err= 0.999520 th-err= 0.012357 dev= nan test= 0.175000 train= 0.019444
rnd 882: wh-err= 0.999521 th-err= 0.012351 dev= nan test= 0.175000 train= 0.019444
rnd 883: wh-err= 0.999522 th-err= 0.012345 dev= nan test= 0.175000 train= 0.019444
rnd 884: wh-err= 0.999523 th-err= 0.012339 dev= nan test= 0.175000 train= 0.019444
rnd 885: wh-err= 0.999524 th-err= 0.012333 dev= nan test= 0.175000 train= 0.019444
rnd 886: wh-err= 0.999525 th-err= 0.012328 dev= nan test= 0.175000 train= 0.019444
rnd 887: wh-err= 0.999526 th-err= 0.012322 dev= nan test= 0.175000 train= 0.019444
rnd 888: wh-err= 0.999526 th-err= 0.012316 dev= nan test= 0.175000 train= 0.019444
rnd 889: wh-err= 0.999528 th-err= 0.012310 dev= nan test= 0.175000 train= 0.019444
rnd 890: wh-err= 0.999529 th-err= 0.012304 dev= nan test= 0.175000 train= 0.019444
rnd 891: wh-err= 0.999532 th-err= 0.012299 dev= nan test= 0.175000 train= 0.019444
rnd 892: wh-err= 0.999532 th-err= 0.012293 dev= nan test= 0.175000 train= 0.019444
rnd 893: wh-err= 0.999533 th-err= 0.012287 dev= nan test= 0.175000 train= 0.019444
rnd 894: wh-err= 0.999534 th-err= 0.012281 dev= nan test= 0.175000 train= 0.019444
rnd 895: wh-err= 0.999534 th-err= 0.012276 dev= nan test= 0.175000 train= 0.019444
rnd 896: wh-err= 0.999536 th-err= 0.012270 dev= nan test= 0.175000 train= 0.019444
rnd 897: wh-err= 0.999537 th-err= 0.012264 dev= nan test= 0.175000 train= 0.019444
rnd 898: wh-err= 0.999537 th-err= 0.012259 dev= nan test= 0.175000 train= 0.019444
rnd 899: wh-err= 0.999537 th-err= 0.012253 dev= nan test= 0.175000 train= 0.019444
rnd 900: wh-err= 0.999538 th-err= 0.012247 dev= nan test= 0.175000 train= 0.019444
rnd 901: wh-err= 0.999539 th-err= 0.012242 dev= nan test= 0.175000 train= 0.019444
rnd 902: wh-err= 0.999539 th-err= 0.012236 dev= nan test= 0.175000 train= 0.019444
rnd 903: wh-err= 0.999539 th-err= 0.012230 dev= nan test= 0.175000 train= 0.019444
rnd 904: wh-err= 0.999539 th-err= 0.012225 dev= nan test= 0.175000 train= 0.019444
rnd 905: wh-err= 0.999540 th-err= 0.012219 dev= nan test= 0.175000 train= 0.019444
rnd 906: wh-err= 0.999541 th-err= 0.012213 dev= nan test= 0.175000 train= 0.019444
rnd 907: wh-err= 0.999541 th-err= 0.012208 dev= nan test= 0.175000 train= 0.019444
rnd 908: wh-err= 0.999538 th-err= 0.012202 dev= nan test= 0.175000 train= 0.019444
rnd 909: wh-err= 0.999543 th-err= 0.012197 dev= nan test= 0.175000 train= 0.019444
rnd 910: wh-err= 0.999528 th-err= 0.012191 dev= nan test= 0.175000 train= 0.019444
rnd 911: wh-err= 0.999544 th-err= 0.012185 dev= nan test= 0.175000 train= 0.019444
rnd 912: wh-err= 0.999544 th-err= 0.012180 dev= nan test= 0.175000 train= 0.019444
rnd 913: wh-err= 0.999547 th-err= 0.012174 dev= nan test= 0.175000 train= 0.019444
rnd 914: wh-err= 0.999548 th-err= 0.012169 dev= nan test= 0.175000 train= 0.019444
rnd 915: wh-err= 0.999548 th-err= 0.012163 dev= nan test= 0.175000 train= 0.019444
rnd 916: wh-err= 0.999549 th-err= 0.012158 dev= nan test= 0.175000 train= 0.019444
rnd 917: wh-err= 0.999552 th-err= 0.012152 dev= nan test= 0.175000 train= 0.019444
rnd 918: wh-err= 0.999552 th-err= 0.012147 dev= nan test= 0.175000 train= 0.019444
rnd 919: wh-err= 0.999553 th-err= 0.012141 dev= nan test= 0.175000 train= 0.019444
rnd 920: wh-err= 0.999553 th-err= 0.012136 dev= nan test= 0.175000 train= 0.019444
rnd 921: wh-err= 0.999553 th-err= 0.012131 dev= nan test= 0.175000 train= 0.019444
rnd 922: wh-err= 0.999553 th-err= 0.012125 dev= nan test= 0.175000 train= 0.019444
rnd 923: wh-err= 0.999553 th-err= 0.012120 dev= nan test= 0.175000 train= 0.019444
rnd 924: wh-err= 0.999555 th-err= 0.012114 dev= nan test= 0.175000 train= 0.019444
rnd 925: wh-err= 0.999555 th-err= 0.012109 dev= nan test= 0.175000 train= 0.019444
rnd 926: wh-err= 0.999546 th-err= 0.012103 dev= nan test= 0.175000 train= 0.019444
rnd 927: wh-err= 0.999556 th-err= 0.012098 dev= nan test= 0.175000 train= 0.019444
rnd 928: wh-err= 0.999557 th-err= 0.012093 dev= nan test= 0.175000 train= 0.019444
rnd 929: wh-err= 0.999558 th-err= 0.012087 dev= nan test= 0.175000 train= 0.019444
rnd 930: wh-err= 0.999558 th-err= 0.012082 dev= nan test= 0.175000 train= 0.019444
rnd 931: wh-err= 0.999559 th-err= 0.012077 dev= nan test= 0.175000 train= 0.019444
rnd 932: wh-err= 0.999560 th-err= 0.012071 dev= nan test= 0.175000 train= 0.019444
rnd 933: wh-err= 0.999561 th-err= 0.012066 dev= nan test= 0.175000 train= 0.019444
rnd 934: wh-err= 0.999563 th-err= 0.012061 dev= nan test= 0.175000 train= 0.019444
rnd 935: wh-err= 0.999565 th-err= 0.012056 dev= nan test= 0.175000 train= 0.019444
rnd 936: wh-err= 0.999566 th-err= 0.012050 dev= nan test= 0.175000 train= 0.019444
rnd 937: wh-err= 0.999566 th-err= 0.012045 dev= nan test= 0.175000 train= 0.019444
rnd 938: wh-err= 0.999567 th-err= 0.012040 dev= nan test= 0.175000 train= 0.019444
rnd 939: wh-err= 0.999556 th-err= 0.012035 dev= nan test= 0.175000 train= 0.019444
rnd 940: wh-err= 0.999567 th-err= 0.012029 dev= nan test= 0.175000 train= 0.019444
rnd 941: wh-err= 0.999568 th-err= 0.012024 dev= nan test= 0.175000 train= 0.019444
rnd 942: wh-err= 0.999569 th-err= 0.012019 dev= nan test= 0.175000 train= 0.019444
rnd 943: wh-err= 0.999569 th-err= 0.012014 dev= nan test= 0.175000 train= 0.019444
rnd 944: wh-err= 0.999569 th-err= 0.012009 dev= nan test= 0.175000 train= 0.019444
rnd 945: wh-err= 0.999569 th-err= 0.012003 dev= nan test= 0.175000 train= 0.019444
rnd 946: wh-err= 0.999570 th-err= 0.011998 dev= nan test= 0.175000 train= 0.019444
rnd 947: wh-err= 0.999571 th-err= 0.011993 dev= nan test= 0.175000 train= 0.019444
rnd 948: wh-err= 0.999572 th-err= 0.011988 dev= nan test= 0.175000 train= 0.019444
rnd 949: wh-err= 0.999573 th-err= 0.011983 dev= nan test= 0.175000 train= 0.019444
rnd 950: wh-err= 0.999574 th-err= 0.011978 dev= nan test= 0.175000 train= 0.019444
rnd 951: wh-err= 0.999574 th-err= 0.011973 dev= nan test= 0.175000 train= 0.019444
rnd 952: wh-err= 0.999575 th-err= 0.011968 dev= nan test= 0.175000 train= 0.019444
rnd 953: wh-err= 0.999575 th-err= 0.011962 dev= nan test= 0.175000 train= 0.019444
rnd 954: wh-err= 0.999575 th-err= 0.011957 dev= nan test= 0.175000 train= 0.019444
rnd 955: wh-err= 0.999575 th-err= 0.011952 dev= nan test= 0.175000 train= 0.019444
rnd 956: wh-err= 0.999575 th-err= 0.011947 dev= nan test= 0.175000 train= 0.019444
rnd 957: wh-err= 0.999577 th-err= 0.011942 dev= nan test= 0.175000 train= 0.019444
rnd 958: wh-err= 0.999577 th-err= 0.011937 dev= nan test= 0.175000 train= 0.019444
rnd 959: wh-err= 0.999580 th-err= 0.011932 dev= nan test= 0.175000 train= 0.019444
rnd 960: wh-err= 0.999580 th-err= 0.011927 dev= nan test= 0.175000 train= 0.019444
rnd 961: wh-err= 0.999581 th-err= 0.011922 dev= nan test= 0.175000 train= 0.019444
rnd 962: wh-err= 0.999581 th-err= 0.011917 dev= nan test= 0.175000 train= 0.019444
rnd 963: wh-err= 0.999582 th-err= 0.011912 dev= nan test= 0.175000 train= 0.019444
rnd 964: wh-err= 0.999582 th-err= 0.011907 dev= nan test= 0.175000 train= 0.019444
rnd 965: wh-err= 0.999582 th-err= 0.011902 dev= nan test= 0.175000 train= 0.019444
rnd 966: wh-err= 0.999584 th-err= 0.011897 dev= nan test= 0.175000 train= 0.019444
rnd 967: wh-err= 0.999585 th-err= 0.011892 dev= nan test= 0.175000 train= 0.019444
rnd 968: wh-err= 0.999586 th-err= 0.011887 dev= nan test= 0.175000 train= 0.019444
rnd 969: wh-err= 0.999587 th-err= 0.011882 dev= nan test= 0.175000 train= 0.019444
rnd 970: wh-err= 0.999588 th-err= 0.011878 dev= nan test= 0.175000 train= 0.019444
rnd 971: wh-err= 0.999588 th-err= 0.011873 dev= nan test= 0.175000 train= 0.019444
rnd 972: wh-err= 0.999589 th-err= 0.011868 dev= nan test= 0.175000 train= 0.019444
rnd 973: wh-err= 0.999589 th-err= 0.011863 dev= nan test= 0.175000 train= 0.019444
rnd 974: wh-err= 0.999589 th-err= 0.011858 dev= nan test= 0.175000 train= 0.019444
rnd 975: wh-err= 0.999590 th-err= 0.011853 dev= nan test= 0.175000 train= 0.019444
rnd 976: wh-err= 0.999591 th-err= 0.011848 dev= nan test= 0.175000 train= 0.019444
rnd 977: wh-err= 0.999591 th-err= 0.011843 dev= nan test= 0.175000 train= 0.019444
rnd 978: wh-err= 0.999594 th-err= 0.011839 dev= nan test= 0.175000 train= 0.019444
rnd 979: wh-err= 0.999594 th-err= 0.011834 dev= nan test= 0.175000 train= 0.019444
rnd 980: wh-err= 0.999595 th-err= 0.011829 dev= nan test= 0.175000 train= 0.019444
rnd 981: wh-err= 0.999596 th-err= 0.011824 dev= nan test= 0.175000 train= 0.019444
rnd 982: wh-err= 0.999597 th-err= 0.011820 dev= nan test= 0.175000 train= 0.019444
rnd 983: wh-err= 0.999597 th-err= 0.011815 dev= nan test= 0.175000 train= 0.019444
rnd 984: wh-err= 0.999597 th-err= 0.011810 dev= nan test= 0.175000 train= 0.019444
rnd 985: wh-err= 0.999598 th-err= 0.011805 dev= nan test= 0.175000 train= 0.019444
rnd 986: wh-err= 0.999598 th-err= 0.011801 dev= nan test= 0.175000 train= 0.019444
rnd 987: wh-err= 0.999598 th-err= 0.011796 dev= nan test= 0.175000 train= 0.019444
rnd 988: wh-err= 0.999598 th-err= 0.011791 dev= nan test= 0.175000 train= 0.019444
rnd 989: wh-err= 0.999599 th-err= 0.011786 dev= nan test= 0.175000 train= 0.019444
rnd 990: wh-err= 0.999599 th-err= 0.011782 dev= nan test= 0.175000 train= 0.019444
rnd 991: wh-err= 0.999600 th-err= 0.011777 dev= nan test= 0.175000 train= 0.019444
rnd 992: wh-err= 0.999601 th-err= 0.011772 dev= nan test= 0.175000 train= 0.019444
rnd 993: wh-err= 0.999601 th-err= 0.011767 dev= nan test= 0.175000 train= 0.019444
rnd 994: wh-err= 0.999603 th-err= 0.011763 dev= nan test= 0.175000 train= 0.019444
rnd 995: wh-err= 0.999603 th-err= 0.011758 dev= nan test= 0.175000 train= 0.019444
rnd 996: wh-err= 0.999603 th-err= 0.011753 dev= nan test= 0.175000 train= 0.019444
rnd 997: wh-err= 0.999604 th-err= 0.011749 dev= nan test= 0.175000 train= 0.019444
rnd 998: wh-err= 0.999604 th-err= 0.011744 dev= nan test= 0.175000 train= 0.019444
rnd 999: wh-err= 0.999604 th-err= 0.011740 dev= nan test= 0.175000 train= 0.019444
rnd 1000: wh-err= 0.999605 th-err= 0.011735 dev= nan test= 0.175000 train= 0.019444
