rnd 1: wh-err= 0.887700 th-err= 0.887700 dev= nan test= 0.375000 train= 0.283333
rnd 2: wh-err= 0.928577 th-err= 0.824297 dev= nan test= 0.300000 train= 0.272222
rnd 3: wh-err= 0.935151 th-err= 0.770842 dev= nan test= 0.225000 train= 0.238889
rnd 4: wh-err= 0.938501 th-err= 0.723436 dev= nan test= 0.225000 train= 0.227778
rnd 5: wh-err= 0.941204 th-err= 0.680901 dev= nan test= 0.225000 train= 0.205556
rnd 6: wh-err= 0.951690 th-err= 0.648006 dev= nan test= 0.225000 train= 0.194444
rnd 7: wh-err= 0.951779 th-err= 0.616759 dev= nan test= 0.250000 train= 0.180556
rnd 8: wh-err= 0.948594 th-err= 0.585053 dev= nan test= 0.250000 train= 0.172222
rnd 9: wh-err= 0.958288 th-err= 0.560650 dev= nan test= 0.275000 train= 0.158333
rnd 10: wh-err= 0.950386 th-err= 0.532834 dev= nan test= 0.250000 train= 0.152778
rnd 11: wh-err= 0.948843 th-err= 0.505575 dev= nan test= 0.250000 train= 0.141667
rnd 12: wh-err= 0.952016 th-err= 0.481316 dev= nan test= 0.225000 train= 0.147222
rnd 13: wh-err= 0.959654 th-err= 0.461897 dev= nan test= 0.225000 train= 0.138889
rnd 14: wh-err= 0.953955 th-err= 0.440629 dev= nan test= 0.225000 train= 0.125000
rnd 15: wh-err= 0.952619 th-err= 0.419751 dev= nan test= 0.225000 train= 0.116667
rnd 16: wh-err= 0.952742 th-err= 0.399914 dev= nan test= 0.175000 train= 0.097222
rnd 17: wh-err= 0.948485 th-err= 0.379313 dev= nan test= 0.175000 train= 0.097222
rnd 18: wh-err= 0.952820 th-err= 0.361417 dev= nan test= 0.175000 train= 0.091667
rnd 19: wh-err= 0.959008 th-err= 0.346602 dev= nan test= 0.175000 train= 0.083333
rnd 20: wh-err= 0.960681 th-err= 0.332974 dev= nan test= 0.250000 train= 0.088889
rnd 21: wh-err= 0.967400 th-err= 0.322119 dev= nan test= 0.225000 train= 0.080556
rnd 22: wh-err= 0.966750 th-err= 0.311408 dev= nan test= 0.225000 train= 0.083333
rnd 23: wh-err= 0.961575 th-err= 0.299443 dev= nan test= 0.200000 train= 0.075000
rnd 24: wh-err= 0.966200 th-err= 0.289321 dev= nan test= 0.200000 train= 0.072222
rnd 25: wh-err= 0.964614 th-err= 0.279084 dev= nan test= 0.175000 train= 0.063889
rnd 26: wh-err= 0.968398 th-err= 0.270264 dev= nan test= 0.150000 train= 0.058333
rnd 27: wh-err= 0.965030 th-err= 0.260813 dev= nan test= 0.100000 train= 0.050000
rnd 28: wh-err= 0.964850 th-err= 0.251645 dev= nan test= 0.100000 train= 0.050000
rnd 29: wh-err= 0.962918 th-err= 0.242314 dev= nan test= 0.125000 train= 0.047222
rnd 30: wh-err= 0.968519 th-err= 0.234685 dev= nan test= 0.125000 train= 0.050000
rnd 31: wh-err= 0.961970 th-err= 0.225760 dev= nan test= 0.100000 train= 0.050000
rnd 32: wh-err= 0.963617 th-err= 0.217547 dev= nan test= 0.100000 train= 0.047222
rnd 33: wh-err= 0.963849 th-err= 0.209682 dev= nan test= 0.125000 train= 0.030556
rnd 34: wh-err= 0.965938 th-err= 0.202540 dev= nan test= 0.125000 train= 0.038889
rnd 35: wh-err= 0.969143 th-err= 0.196290 dev= nan test= 0.125000 train= 0.036111
rnd 36: wh-err= 0.971439 th-err= 0.190684 dev= nan test= 0.100000 train= 0.033333
rnd 37: wh-err= 0.970296 th-err= 0.185020 dev= nan test= 0.100000 train= 0.033333
rnd 38: wh-err= 0.968142 th-err= 0.179125 dev= nan test= 0.125000 train= 0.030556
rnd 39: wh-err= 0.971198 th-err= 0.173966 dev= nan test= 0.125000 train= 0.027778
rnd 40: wh-err= 0.968766 th-err= 0.168533 dev= nan test= 0.175000 train= 0.022222
rnd 41: wh-err= 0.974091 th-err= 0.164166 dev= nan test= 0.175000 train= 0.022222
rnd 42: wh-err= 0.975108 th-err= 0.160080 dev= nan test= 0.175000 train= 0.022222
rnd 43: wh-err= 0.972820 th-err= 0.155729 dev= nan test= 0.175000 train= 0.022222
rnd 44: wh-err= 0.975169 th-err= 0.151862 dev= nan test= 0.175000 train= 0.022222
rnd 45: wh-err= 0.974950 th-err= 0.148058 dev= nan test= 0.150000 train= 0.022222
rnd 46: wh-err= 0.970177 th-err= 0.143642 dev= nan test= 0.150000 train= 0.019444
rnd 47: wh-err= 0.975321 th-err= 0.140097 dev= nan test= 0.150000 train= 0.022222
rnd 48: wh-err= 0.973160 th-err= 0.136337 dev= nan test= 0.150000 train= 0.022222
rnd 49: wh-err= 0.974752 th-err= 0.132895 dev= nan test= 0.175000 train= 0.022222
rnd 50: wh-err= 0.974474 th-err= 0.129503 dev= nan test= 0.175000 train= 0.022222
rnd 51: wh-err= 0.976080 th-err= 0.126405 dev= nan test= 0.200000 train= 0.019444
rnd 52: wh-err= 0.976910 th-err= 0.123486 dev= nan test= 0.200000 train= 0.019444
rnd 53: wh-err= 0.978814 th-err= 0.120870 dev= nan test= 0.200000 train= 0.019444
rnd 54: wh-err= 0.979362 th-err= 0.118376 dev= nan test= 0.200000 train= 0.019444
rnd 55: wh-err= 0.979066 th-err= 0.115898 dev= nan test= 0.200000 train= 0.019444
rnd 56: wh-err= 0.979556 th-err= 0.113528 dev= nan test= 0.175000 train= 0.019444
rnd 57: wh-err= 0.980439 th-err= 0.111307 dev= nan test= 0.175000 train= 0.019444
rnd 58: wh-err= 0.974192 th-err= 0.108435 dev= nan test= 0.175000 train= 0.019444
rnd 59: wh-err= 0.980193 th-err= 0.106287 dev= nan test= 0.200000 train= 0.019444
rnd 60: wh-err= 0.979275 th-err= 0.104084 dev= nan test= 0.200000 train= 0.019444
rnd 61: wh-err= 0.977595 th-err= 0.101752 dev= nan test= 0.200000 train= 0.019444
rnd 62: wh-err= 0.973689 th-err= 0.099075 dev= nan test= 0.175000 train= 0.019444
rnd 63: wh-err= 0.974494 th-err= 0.096548 dev= nan test= 0.175000 train= 0.019444
rnd 64: wh-err= 0.977480 th-err= 0.094374 dev= nan test= 0.175000 train= 0.019444
rnd 65: wh-err= 0.977458 th-err= 0.092246 dev= nan test= 0.175000 train= 0.019444
rnd 66: wh-err= 0.978415 th-err= 0.090255 dev= nan test= 0.175000 train= 0.019444
rnd 67: wh-err= 0.979435 th-err= 0.088399 dev= nan test= 0.175000 train= 0.019444
rnd 68: wh-err= 0.980263 th-err= 0.086654 dev= nan test= 0.175000 train= 0.019444
rnd 69: wh-err= 0.982340 th-err= 0.085124 dev= nan test= 0.175000 train= 0.019444
rnd 70: wh-err= 0.983753 th-err= 0.083741 dev= nan test= 0.175000 train= 0.019444
rnd 71: wh-err= 0.980921 th-err= 0.082143 dev= nan test= 0.200000 train= 0.019444
rnd 72: wh-err= 0.980192 th-err= 0.080516 dev= nan test= 0.200000 train= 0.019444
rnd 73: wh-err= 0.982213 th-err= 0.079084 dev= nan test= 0.200000 train= 0.019444
rnd 74: wh-err= 0.978991 th-err= 0.077423 dev= nan test= 0.200000 train= 0.019444
rnd 75: wh-err= 0.981190 th-err= 0.075966 dev= nan test= 0.200000 train= 0.019444
rnd 76: wh-err= 0.981382 th-err= 0.074552 dev= nan test= 0.200000 train= 0.019444
rnd 77: wh-err= 0.983587 th-err= 0.073328 dev= nan test= 0.200000 train= 0.019444
rnd 78: wh-err= 0.983736 th-err= 0.072136 dev= nan test= 0.200000 train= 0.019444
rnd 79: wh-err= 0.984545 th-err= 0.071021 dev= nan test= 0.175000 train= 0.019444
rnd 80: wh-err= 0.984736 th-err= 0.069937 dev= nan test= 0.175000 train= 0.019444
rnd 81: wh-err= 0.983479 th-err= 0.068782 dev= nan test= 0.175000 train= 0.019444
rnd 82: wh-err= 0.984671 th-err= 0.067727 dev= nan test= 0.150000 train= 0.019444
rnd 83: wh-err= 0.984809 th-err= 0.066698 dev= nan test= 0.150000 train= 0.019444
rnd 84: wh-err= 0.985192 th-err= 0.065711 dev= nan test= 0.150000 train= 0.019444
rnd 85: wh-err= 0.985692 th-err= 0.064771 dev= nan test= 0.150000 train= 0.019444
rnd 86: wh-err= 0.985918 th-err= 0.063858 dev= nan test= 0.150000 train= 0.019444
rnd 87: wh-err= 0.986780 th-err= 0.063014 dev= nan test= 0.150000 train= 0.019444
rnd 88: wh-err= 0.987641 th-err= 0.062235 dev= nan test= 0.125000 train= 0.019444
rnd 89: wh-err= 0.987318 th-err= 0.061446 dev= nan test= 0.125000 train= 0.019444
rnd 90: wh-err= 0.986135 th-err= 0.060594 dev= nan test= 0.125000 train= 0.019444
rnd 91: wh-err= 0.986523 th-err= 0.059778 dev= nan test= 0.125000 train= 0.019444
rnd 92: wh-err= 0.985885 th-err= 0.058934 dev= nan test= 0.125000 train= 0.019444
rnd 93: wh-err= 0.987223 th-err= 0.058181 dev= nan test= 0.150000 train= 0.019444
rnd 94: wh-err= 0.987688 th-err= 0.057464 dev= nan test= 0.150000 train= 0.019444
rnd 95: wh-err= 0.987399 th-err= 0.056740 dev= nan test= 0.150000 train= 0.019444
rnd 96: wh-err= 0.986721 th-err= 0.055987 dev= nan test= 0.150000 train= 0.019444
rnd 97: wh-err= 0.988743 th-err= 0.055357 dev= nan test= 0.150000 train= 0.019444
rnd 98: wh-err= 0.990072 th-err= 0.054807 dev= nan test= 0.150000 train= 0.019444
rnd 99: wh-err= 0.990189 th-err= 0.054269 dev= nan test= 0.150000 train= 0.019444
rnd 100: wh-err= 0.990179 th-err= 0.053736 dev= nan test= 0.150000 train= 0.019444
rnd 101: wh-err= 0.990297 th-err= 0.053215 dev= nan test= 0.150000 train= 0.019444
rnd 102: wh-err= 0.990181 th-err= 0.052693 dev= nan test= 0.150000 train= 0.019444
rnd 103: wh-err= 0.990176 th-err= 0.052175 dev= nan test= 0.150000 train= 0.019444
rnd 104: wh-err= 0.990268 th-err= 0.051667 dev= nan test= 0.150000 train= 0.019444
rnd 105: wh-err= 0.991252 th-err= 0.051215 dev= nan test= 0.150000 train= 0.019444
rnd 106: wh-err= 0.991226 th-err= 0.050766 dev= nan test= 0.150000 train= 0.019444
rnd 107: wh-err= 0.991054 th-err= 0.050312 dev= nan test= 0.150000 train= 0.019444
rnd 108: wh-err= 0.990329 th-err= 0.049825 dev= nan test= 0.150000 train= 0.019444
rnd 109: wh-err= 0.990570 th-err= 0.049355 dev= nan test= 0.125000 train= 0.019444
rnd 110: wh-err= 0.991634 th-err= 0.048942 dev= nan test= 0.125000 train= 0.019444
rnd 111: wh-err= 0.992001 th-err= 0.048551 dev= nan test= 0.125000 train= 0.019444
rnd 112: wh-err= 0.992011 th-err= 0.048163 dev= nan test= 0.150000 train= 0.019444
rnd 113: wh-err= 0.991142 th-err= 0.047736 dev= nan test= 0.150000 train= 0.019444
rnd 114: wh-err= 0.992832 th-err= 0.047394 dev= nan test= 0.150000 train= 0.019444
rnd 115: wh-err= 0.992894 th-err= 0.047057 dev= nan test= 0.150000 train= 0.019444
rnd 116: wh-err= 0.992971 th-err= 0.046727 dev= nan test= 0.150000 train= 0.019444
rnd 117: wh-err= 0.992159 th-err= 0.046360 dev= nan test= 0.150000 train= 0.019444
rnd 118: wh-err= 0.992918 th-err= 0.046032 dev= nan test= 0.150000 train= 0.019444
rnd 119: wh-err= 0.992361 th-err= 0.045680 dev= nan test= 0.150000 train= 0.019444
rnd 120: wh-err= 0.992376 th-err= 0.045332 dev= nan test= 0.175000 train= 0.019444
rnd 121: wh-err= 0.992816 th-err= 0.045006 dev= nan test= 0.175000 train= 0.019444
rnd 122: wh-err= 0.992925 th-err= 0.044688 dev= nan test= 0.175000 train= 0.019444
rnd 123: wh-err= 0.993013 th-err= 0.044376 dev= nan test= 0.175000 train= 0.019444
rnd 124: wh-err= 0.993186 th-err= 0.044073 dev= nan test= 0.175000 train= 0.019444
rnd 125: wh-err= 0.993588 th-err= 0.043791 dev= nan test= 0.175000 train= 0.019444
rnd 126: wh-err= 0.992831 th-err= 0.043477 dev= nan test= 0.175000 train= 0.019444
rnd 127: wh-err= 0.993667 th-err= 0.043201 dev= nan test= 0.175000 train= 0.019444
rnd 128: wh-err= 0.993248 th-err= 0.042910 dev= nan test= 0.175000 train= 0.019444
rnd 129: wh-err= 0.993203 th-err= 0.042618 dev= nan test= 0.175000 train= 0.019444
rnd 130: wh-err= 0.993697 th-err= 0.042349 dev= nan test= 0.175000 train= 0.019444
rnd 131: wh-err= 0.994185 th-err= 0.042103 dev= nan test= 0.175000 train= 0.019444
rnd 132: wh-err= 0.994776 th-err= 0.041883 dev= nan test= 0.175000 train= 0.019444
rnd 133: wh-err= 0.994836 th-err= 0.041667 dev= nan test= 0.175000 train= 0.019444
rnd 134: wh-err= 0.995166 th-err= 0.041465 dev= nan test= 0.175000 train= 0.019444
rnd 135: wh-err= 0.994647 th-err= 0.041244 dev= nan test= 0.175000 train= 0.019444
rnd 136: wh-err= 0.995052 th-err= 0.041039 dev= nan test= 0.175000 train= 0.019444
rnd 137: wh-err= 0.995135 th-err= 0.040840 dev= nan test= 0.150000 train= 0.019444
rnd 138: wh-err= 0.995159 th-err= 0.040642 dev= nan test= 0.150000 train= 0.019444
rnd 139: wh-err= 0.995162 th-err= 0.040445 dev= nan test= 0.150000 train= 0.019444
rnd 140: wh-err= 0.995158 th-err= 0.040250 dev= nan test= 0.150000 train= 0.019444
rnd 141: wh-err= 0.995569 th-err= 0.040071 dev= nan test= 0.150000 train= 0.019444
rnd 142: wh-err= 0.995619 th-err= 0.039896 dev= nan test= 0.150000 train= 0.019444
rnd 143: wh-err= 0.995865 th-err= 0.039731 dev= nan test= 0.150000 train= 0.019444
rnd 144: wh-err= 0.995933 th-err= 0.039569 dev= nan test= 0.150000 train= 0.019444
rnd 145: wh-err= 0.995970 th-err= 0.039410 dev= nan test= 0.150000 train= 0.019444
rnd 146: wh-err= 0.995380 th-err= 0.039228 dev= nan test= 0.150000 train= 0.019444
rnd 147: wh-err= 0.995204 th-err= 0.039040 dev= nan test= 0.125000 train= 0.019444
rnd 148: wh-err= 0.995867 th-err= 0.038878 dev= nan test= 0.125000 train= 0.019444
rnd 149: wh-err= 0.996009 th-err= 0.038723 dev= nan test= 0.125000 train= 0.019444
rnd 150: wh-err= 0.996134 th-err= 0.038573 dev= nan test= 0.125000 train= 0.019444
rnd 151: wh-err= 0.996239 th-err= 0.038428 dev= nan test= 0.125000 train= 0.019444
rnd 152: wh-err= 0.996245 th-err= 0.038284 dev= nan test= 0.125000 train= 0.019444
rnd 153: wh-err= 0.996253 th-err= 0.038141 dev= nan test= 0.125000 train= 0.019444
rnd 154: wh-err= 0.996300 th-err= 0.037999 dev= nan test= 0.125000 train= 0.019444
rnd 155: wh-err= 0.996390 th-err= 0.037862 dev= nan test= 0.125000 train= 0.019444
rnd 156: wh-err= 0.996472 th-err= 0.037729 dev= nan test= 0.125000 train= 0.019444
rnd 157: wh-err= 0.996639 th-err= 0.037602 dev= nan test= 0.100000 train= 0.019444
rnd 158: wh-err= 0.996304 th-err= 0.037463 dev= nan test= 0.100000 train= 0.019444
rnd 159: wh-err= 0.996632 th-err= 0.037337 dev= nan test= 0.100000 train= 0.019444
rnd 160: wh-err= 0.996835 th-err= 0.037219 dev= nan test= 0.100000 train= 0.019444
rnd 161: wh-err= 0.996568 th-err= 0.037091 dev= nan test= 0.125000 train= 0.019444
rnd 162: wh-err= 0.996640 th-err= 0.036966 dev= nan test= 0.125000 train= 0.019444
rnd 163: wh-err= 0.996725 th-err= 0.036845 dev= nan test= 0.125000 train= 0.019444
rnd 164: wh-err= 0.996857 th-err= 0.036729 dev= nan test= 0.125000 train= 0.019444
rnd 165: wh-err= 0.996867 th-err= 0.036614 dev= nan test= 0.125000 train= 0.019444
rnd 166: wh-err= 0.996929 th-err= 0.036502 dev= nan test= 0.125000 train= 0.019444
rnd 167: wh-err= 0.997000 th-err= 0.036392 dev= nan test= 0.125000 train= 0.019444
rnd 168: wh-err= 0.997059 th-err= 0.036285 dev= nan test= 0.125000 train= 0.019444
rnd 169: wh-err= 0.997201 th-err= 0.036184 dev= nan test= 0.125000 train= 0.019444
rnd 170: wh-err= 0.997294 th-err= 0.036086 dev= nan test= 0.125000 train= 0.019444
rnd 171: wh-err= 0.997369 th-err= 0.035991 dev= nan test= 0.125000 train= 0.019444
rnd 172: wh-err= 0.997400 th-err= 0.035897 dev= nan test= 0.125000 train= 0.019444
rnd 173: wh-err= 0.997290 th-err= 0.035800 dev= nan test= 0.125000 train= 0.019444
rnd 174: wh-err= 0.997081 th-err= 0.035695 dev= nan test= 0.125000 train= 0.019444
rnd 175: wh-err= 0.997418 th-err= 0.035603 dev= nan test= 0.125000 train= 0.019444
rnd 176: wh-err= 0.997454 th-err= 0.035513 dev= nan test= 0.125000 train= 0.019444
rnd 177: wh-err= 0.997463 th-err= 0.035423 dev= nan test= 0.125000 train= 0.019444
rnd 178: wh-err= 0.997496 th-err= 0.035334 dev= nan test= 0.125000 train= 0.019444
rnd 179: wh-err= 0.997496 th-err= 0.035245 dev= nan test= 0.125000 train= 0.019444
rnd 180: wh-err= 0.997493 th-err= 0.035157 dev= nan test= 0.125000 train= 0.019444
rnd 181: wh-err= 0.997632 th-err= 0.035074 dev= nan test= 0.125000 train= 0.019444
rnd 182: wh-err= 0.997740 th-err= 0.034995 dev= nan test= 0.125000 train= 0.019444
rnd 183: wh-err= 0.997589 th-err= 0.034910 dev= nan test= 0.125000 train= 0.019444
rnd 184: wh-err= 0.997810 th-err= 0.034834 dev= nan test= 0.125000 train= 0.019444
rnd 185: wh-err= 0.997840 th-err= 0.034758 dev= nan test= 0.125000 train= 0.019444
rnd 186: wh-err= 0.997869 th-err= 0.034684 dev= nan test= 0.125000 train= 0.019444
rnd 187: wh-err= 0.997900 th-err= 0.034612 dev= nan test= 0.125000 train= 0.019444
rnd 188: wh-err= 0.997926 th-err= 0.034540 dev= nan test= 0.125000 train= 0.019444
rnd 189: wh-err= 0.997960 th-err= 0.034469 dev= nan test= 0.125000 train= 0.019444
rnd 190: wh-err= 0.997755 th-err= 0.034392 dev= nan test= 0.125000 train= 0.019444
rnd 191: wh-err= 0.997154 th-err= 0.034294 dev= nan test= 0.125000 train= 0.019444
rnd 192: wh-err= 0.997568 th-err= 0.034211 dev= nan test= 0.125000 train= 0.019444
rnd 193: wh-err= 0.997628 th-err= 0.034129 dev= nan test= 0.125000 train= 0.019444
rnd 194: wh-err= 0.998049 th-err= 0.034063 dev= nan test= 0.125000 train= 0.019444
rnd 195: wh-err= 0.998095 th-err= 0.033998 dev= nan test= 0.125000 train= 0.019444
rnd 196: wh-err= 0.998156 th-err= 0.033935 dev= nan test= 0.125000 train= 0.019444
rnd 197: wh-err= 0.997386 th-err= 0.033847 dev= nan test= 0.125000 train= 0.019444
rnd 198: wh-err= 0.998157 th-err= 0.033784 dev= nan test= 0.125000 train= 0.019444
rnd 199: wh-err= 0.998119 th-err= 0.033721 dev= nan test= 0.125000 train= 0.019444
rnd 200: wh-err= 0.997927 th-err= 0.033651 dev= nan test= 0.125000 train= 0.019444
rnd 201: wh-err= 0.998206 th-err= 0.033590 dev= nan test= 0.125000 train= 0.019444
rnd 202: wh-err= 0.998234 th-err= 0.033531 dev= nan test= 0.125000 train= 0.019444
rnd 203: wh-err= 0.998294 th-err= 0.033474 dev= nan test= 0.125000 train= 0.019444
rnd 204: wh-err= 0.997942 th-err= 0.033405 dev= nan test= 0.125000 train= 0.019444
rnd 205: wh-err= 0.998309 th-err= 0.033348 dev= nan test= 0.125000 train= 0.019444
rnd 206: wh-err= 0.998321 th-err= 0.033292 dev= nan test= 0.125000 train= 0.019444
rnd 207: wh-err= 0.998321 th-err= 0.033237 dev= nan test= 0.125000 train= 0.019444
rnd 208: wh-err= 0.998397 th-err= 0.033183 dev= nan test= 0.125000 train= 0.019444
rnd 209: wh-err= 0.998335 th-err= 0.033128 dev= nan test= 0.125000 train= 0.019444
rnd 210: wh-err= 0.998403 th-err= 0.033075 dev= nan test= 0.125000 train= 0.019444
rnd 211: wh-err= 0.998430 th-err= 0.033023 dev= nan test= 0.125000 train= 0.019444
rnd 212: wh-err= 0.998430 th-err= 0.032971 dev= nan test= 0.125000 train= 0.019444
rnd 213: wh-err= 0.998442 th-err= 0.032920 dev= nan test= 0.125000 train= 0.019444
rnd 214: wh-err= 0.998420 th-err= 0.032868 dev= nan test= 0.125000 train= 0.019444
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rnd 220: wh-err= 0.998640 th-err= 0.032583 dev= nan test= 0.150000 train= 0.019444
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rnd 290: wh-err= 0.999190 th-err= 0.030245 dev= nan test= 0.175000 train= 0.019444
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rnd 292: wh-err= 0.999194 th-err= 0.030196 dev= nan test= 0.175000 train= 0.019444
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rnd 294: wh-err= 0.999208 th-err= 0.030148 dev= nan test= 0.175000 train= 0.019444
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rnd 296: wh-err= 0.999219 th-err= 0.030101 dev= nan test= 0.175000 train= 0.019444
rnd 297: wh-err= 0.999225 th-err= 0.030077 dev= nan test= 0.175000 train= 0.019444
rnd 298: wh-err= 0.999240 th-err= 0.030055 dev= nan test= 0.175000 train= 0.019444
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rnd 300: wh-err= 0.999245 th-err= 0.030009 dev= nan test= 0.175000 train= 0.019444
rnd 301: wh-err= 0.999250 th-err= 0.029987 dev= nan test= 0.175000 train= 0.019444
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rnd 304: wh-err= 0.999260 th-err= 0.029920 dev= nan test= 0.175000 train= 0.019444
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rnd 307: wh-err= 0.999272 th-err= 0.029854 dev= nan test= 0.175000 train= 0.019444
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rnd 309: wh-err= 0.999277 th-err= 0.029811 dev= nan test= 0.175000 train= 0.019444
rnd 310: wh-err= 0.999278 th-err= 0.029789 dev= nan test= 0.175000 train= 0.019444
rnd 311: wh-err= 0.999288 th-err= 0.029768 dev= nan test= 0.175000 train= 0.019444
rnd 312: wh-err= 0.999294 th-err= 0.029747 dev= nan test= 0.175000 train= 0.019444
rnd 313: wh-err= 0.999299 th-err= 0.029726 dev= nan test= 0.175000 train= 0.019444
rnd 314: wh-err= 0.999302 th-err= 0.029706 dev= nan test= 0.175000 train= 0.019444
rnd 315: wh-err= 0.999305 th-err= 0.029685 dev= nan test= 0.175000 train= 0.019444
rnd 316: wh-err= 0.999306 th-err= 0.029664 dev= nan test= 0.175000 train= 0.019444
rnd 317: wh-err= 0.999307 th-err= 0.029644 dev= nan test= 0.175000 train= 0.019444
rnd 318: wh-err= 0.999312 th-err= 0.029623 dev= nan test= 0.175000 train= 0.019444
rnd 319: wh-err= 0.999314 th-err= 0.029603 dev= nan test= 0.175000 train= 0.019444
rnd 320: wh-err= 0.999314 th-err= 0.029583 dev= nan test= 0.175000 train= 0.019444
rnd 321: wh-err= 0.999317 th-err= 0.029562 dev= nan test= 0.175000 train= 0.019444
rnd 322: wh-err= 0.999318 th-err= 0.029542 dev= nan test= 0.175000 train= 0.019444
rnd 323: wh-err= 0.999323 th-err= 0.029522 dev= nan test= 0.175000 train= 0.019444
rnd 324: wh-err= 0.999326 th-err= 0.029502 dev= nan test= 0.175000 train= 0.019444
rnd 325: wh-err= 0.999332 th-err= 0.029483 dev= nan test= 0.175000 train= 0.019444
rnd 326: wh-err= 0.999337 th-err= 0.029463 dev= nan test= 0.175000 train= 0.019444
rnd 327: wh-err= 0.999287 th-err= 0.029442 dev= nan test= 0.175000 train= 0.019444
rnd 328: wh-err= 0.999204 th-err= 0.029419 dev= nan test= 0.175000 train= 0.019444
rnd 329: wh-err= 0.999300 th-err= 0.029398 dev= nan test= 0.175000 train= 0.019444
rnd 330: wh-err= 0.999316 th-err= 0.029378 dev= nan test= 0.175000 train= 0.019444
rnd 331: wh-err= 0.999323 th-err= 0.029358 dev= nan test= 0.175000 train= 0.019444
rnd 332: wh-err= 0.999338 th-err= 0.029339 dev= nan test= 0.175000 train= 0.019444
rnd 333: wh-err= 0.999341 th-err= 0.029319 dev= nan test= 0.175000 train= 0.019444
rnd 334: wh-err= 0.999345 th-err= 0.029300 dev= nan test= 0.175000 train= 0.019444
rnd 335: wh-err= 0.999350 th-err= 0.029281 dev= nan test= 0.175000 train= 0.019444
rnd 336: wh-err= 0.999357 th-err= 0.029262 dev= nan test= 0.175000 train= 0.019444
rnd 337: wh-err= 0.999361 th-err= 0.029244 dev= nan test= 0.175000 train= 0.019444
rnd 338: wh-err= 0.999363 th-err= 0.029225 dev= nan test= 0.175000 train= 0.019444
rnd 339: wh-err= 0.999367 th-err= 0.029206 dev= nan test= 0.175000 train= 0.019444
rnd 340: wh-err= 0.999371 th-err= 0.029188 dev= nan test= 0.175000 train= 0.019444
rnd 341: wh-err= 0.999378 th-err= 0.029170 dev= nan test= 0.175000 train= 0.019444
rnd 342: wh-err= 0.999378 th-err= 0.029152 dev= nan test= 0.175000 train= 0.019444
rnd 343: wh-err= 0.999379 th-err= 0.029134 dev= nan test= 0.175000 train= 0.019444
rnd 344: wh-err= 0.999384 th-err= 0.029116 dev= nan test= 0.175000 train= 0.019444
rnd 345: wh-err= 0.999384 th-err= 0.029098 dev= nan test= 0.175000 train= 0.019444
rnd 346: wh-err= 0.999401 th-err= 0.029080 dev= nan test= 0.175000 train= 0.019444
rnd 347: wh-err= 0.999410 th-err= 0.029063 dev= nan test= 0.175000 train= 0.019444
rnd 348: wh-err= 0.999409 th-err= 0.029046 dev= nan test= 0.175000 train= 0.019444
rnd 349: wh-err= 0.999411 th-err= 0.029029 dev= nan test= 0.175000 train= 0.019444
rnd 350: wh-err= 0.999413 th-err= 0.029012 dev= nan test= 0.175000 train= 0.019444
rnd 351: wh-err= 0.999418 th-err= 0.028995 dev= nan test= 0.175000 train= 0.019444
rnd 352: wh-err= 0.999418 th-err= 0.028978 dev= nan test= 0.175000 train= 0.019444
rnd 353: wh-err= 0.999418 th-err= 0.028961 dev= nan test= 0.175000 train= 0.019444
rnd 354: wh-err= 0.999420 th-err= 0.028944 dev= nan test= 0.175000 train= 0.019444
rnd 355: wh-err= 0.999422 th-err= 0.028928 dev= nan test= 0.175000 train= 0.019444
rnd 356: wh-err= 0.999429 th-err= 0.028911 dev= nan test= 0.175000 train= 0.019444
rnd 357: wh-err= 0.999430 th-err= 0.028895 dev= nan test= 0.175000 train= 0.019444
rnd 358: wh-err= 0.999430 th-err= 0.028878 dev= nan test= 0.175000 train= 0.019444
rnd 359: wh-err= 0.999432 th-err= 0.028862 dev= nan test= 0.175000 train= 0.019444
rnd 360: wh-err= 0.999432 th-err= 0.028845 dev= nan test= 0.175000 train= 0.019444
rnd 361: wh-err= 0.999433 th-err= 0.028829 dev= nan test= 0.175000 train= 0.019444
rnd 362: wh-err= 0.999434 th-err= 0.028813 dev= nan test= 0.175000 train= 0.019444
rnd 363: wh-err= 0.999437 th-err= 0.028797 dev= nan test= 0.175000 train= 0.019444
rnd 364: wh-err= 0.999439 th-err= 0.028780 dev= nan test= 0.175000 train= 0.019444
rnd 365: wh-err= 0.999441 th-err= 0.028764 dev= nan test= 0.175000 train= 0.019444
rnd 366: wh-err= 0.999440 th-err= 0.028748 dev= nan test= 0.175000 train= 0.019444
rnd 367: wh-err= 0.999444 th-err= 0.028732 dev= nan test= 0.175000 train= 0.019444
rnd 368: wh-err= 0.999449 th-err= 0.028716 dev= nan test= 0.175000 train= 0.019444
rnd 369: wh-err= 0.999450 th-err= 0.028701 dev= nan test= 0.175000 train= 0.019444
rnd 370: wh-err= 0.999454 th-err= 0.028685 dev= nan test= 0.175000 train= 0.019444
rnd 371: wh-err= 0.999456 th-err= 0.028669 dev= nan test= 0.175000 train= 0.019444
rnd 372: wh-err= 0.999462 th-err= 0.028654 dev= nan test= 0.175000 train= 0.019444
rnd 373: wh-err= 0.999469 th-err= 0.028639 dev= nan test= 0.175000 train= 0.019444
rnd 374: wh-err= 0.999450 th-err= 0.028623 dev= nan test= 0.175000 train= 0.019444
rnd 375: wh-err= 0.999415 th-err= 0.028606 dev= nan test= 0.175000 train= 0.019444
rnd 376: wh-err= 0.999424 th-err= 0.028590 dev= nan test= 0.150000 train= 0.019444
rnd 377: wh-err= 0.999407 th-err= 0.028573 dev= nan test= 0.150000 train= 0.019444
rnd 378: wh-err= 0.999419 th-err= 0.028556 dev= nan test= 0.150000 train= 0.019444
rnd 379: wh-err= 0.999426 th-err= 0.028540 dev= nan test= 0.150000 train= 0.019444
rnd 380: wh-err= 0.999429 th-err= 0.028524 dev= nan test= 0.150000 train= 0.019444
rnd 381: wh-err= 0.999432 th-err= 0.028507 dev= nan test= 0.150000 train= 0.019444
rnd 382: wh-err= 0.999439 th-err= 0.028491 dev= nan test= 0.150000 train= 0.019444
rnd 383: wh-err= 0.999455 th-err= 0.028476 dev= nan test= 0.150000 train= 0.019444
rnd 384: wh-err= 0.999471 th-err= 0.028461 dev= nan test= 0.150000 train= 0.019444
rnd 385: wh-err= 0.999454 th-err= 0.028445 dev= nan test= 0.150000 train= 0.019444
rnd 386: wh-err= 0.999471 th-err= 0.028430 dev= nan test= 0.150000 train= 0.019444
rnd 387: wh-err= 0.999476 th-err= 0.028415 dev= nan test= 0.150000 train= 0.019444
rnd 388: wh-err= 0.999476 th-err= 0.028400 dev= nan test= 0.150000 train= 0.019444
rnd 389: wh-err= 0.999474 th-err= 0.028385 dev= nan test= 0.150000 train= 0.019444
rnd 390: wh-err= 0.999460 th-err= 0.028370 dev= nan test= 0.150000 train= 0.019444
rnd 391: wh-err= 0.999469 th-err= 0.028355 dev= nan test= 0.150000 train= 0.019444
rnd 392: wh-err= 0.999480 th-err= 0.028340 dev= nan test= 0.150000 train= 0.019444
rnd 393: wh-err= 0.999481 th-err= 0.028326 dev= nan test= 0.150000 train= 0.019444
rnd 394: wh-err= 0.999481 th-err= 0.028311 dev= nan test= 0.150000 train= 0.019444
rnd 395: wh-err= 0.999483 th-err= 0.028296 dev= nan test= 0.150000 train= 0.019444
rnd 396: wh-err= 0.999488 th-err= 0.028282 dev= nan test= 0.150000 train= 0.019444
rnd 397: wh-err= 0.999496 th-err= 0.028267 dev= nan test= 0.150000 train= 0.019444
rnd 398: wh-err= 0.999506 th-err= 0.028253 dev= nan test= 0.150000 train= 0.019444
rnd 399: wh-err= 0.999508 th-err= 0.028240 dev= nan test= 0.150000 train= 0.019444
rnd 400: wh-err= 0.999508 th-err= 0.028226 dev= nan test= 0.150000 train= 0.019444
rnd 401: wh-err= 0.999508 th-err= 0.028212 dev= nan test= 0.150000 train= 0.019444
rnd 402: wh-err= 0.999512 th-err= 0.028198 dev= nan test= 0.150000 train= 0.019444
rnd 403: wh-err= 0.999501 th-err= 0.028184 dev= nan test= 0.175000 train= 0.019444
rnd 404: wh-err= 0.999481 th-err= 0.028169 dev= nan test= 0.175000 train= 0.019444
rnd 405: wh-err= 0.999466 th-err= 0.028154 dev= nan test= 0.175000 train= 0.019444
rnd 406: wh-err= 0.999515 th-err= 0.028141 dev= nan test= 0.175000 train= 0.019444
rnd 407: wh-err= 0.999521 th-err= 0.028127 dev= nan test= 0.175000 train= 0.019444
rnd 408: wh-err= 0.999521 th-err= 0.028114 dev= nan test= 0.175000 train= 0.019444
rnd 409: wh-err= 0.999523 th-err= 0.028100 dev= nan test= 0.175000 train= 0.019444
rnd 410: wh-err= 0.999530 th-err= 0.028087 dev= nan test= 0.175000 train= 0.019444
rnd 411: wh-err= 0.999535 th-err= 0.028074 dev= nan test= 0.175000 train= 0.019444
rnd 412: wh-err= 0.999534 th-err= 0.028061 dev= nan test= 0.175000 train= 0.019444
rnd 413: wh-err= 0.999538 th-err= 0.028048 dev= nan test= 0.175000 train= 0.019444
rnd 414: wh-err= 0.999539 th-err= 0.028035 dev= nan test= 0.175000 train= 0.019444
rnd 415: wh-err= 0.999542 th-err= 0.028022 dev= nan test= 0.175000 train= 0.019444
rnd 416: wh-err= 0.999542 th-err= 0.028009 dev= nan test= 0.175000 train= 0.019444
rnd 417: wh-err= 0.999543 th-err= 0.027997 dev= nan test= 0.175000 train= 0.019444
rnd 418: wh-err= 0.999546 th-err= 0.027984 dev= nan test= 0.175000 train= 0.019444
rnd 419: wh-err= 0.999548 th-err= 0.027971 dev= nan test= 0.175000 train= 0.019444
rnd 420: wh-err= 0.999553 th-err= 0.027959 dev= nan test= 0.175000 train= 0.019444
rnd 421: wh-err= 0.999556 th-err= 0.027946 dev= nan test= 0.175000 train= 0.019444
rnd 422: wh-err= 0.999556 th-err= 0.027934 dev= nan test= 0.175000 train= 0.019444
rnd 423: wh-err= 0.999559 th-err= 0.027922 dev= nan test= 0.175000 train= 0.019444
rnd 424: wh-err= 0.999567 th-err= 0.027910 dev= nan test= 0.175000 train= 0.019444
rnd 425: wh-err= 0.999568 th-err= 0.027897 dev= nan test= 0.175000 train= 0.019444
rnd 426: wh-err= 0.999571 th-err= 0.027886 dev= nan test= 0.175000 train= 0.019444
rnd 427: wh-err= 0.999573 th-err= 0.027874 dev= nan test= 0.175000 train= 0.019444
rnd 428: wh-err= 0.999574 th-err= 0.027862 dev= nan test= 0.175000 train= 0.019444
rnd 429: wh-err= 0.999574 th-err= 0.027850 dev= nan test= 0.175000 train= 0.019444
rnd 430: wh-err= 0.999576 th-err= 0.027838 dev= nan test= 0.175000 train= 0.019444
rnd 431: wh-err= 0.999578 th-err= 0.027826 dev= nan test= 0.175000 train= 0.019444
rnd 432: wh-err= 0.999581 th-err= 0.027815 dev= nan test= 0.175000 train= 0.019444
rnd 433: wh-err= 0.999582 th-err= 0.027803 dev= nan test= 0.175000 train= 0.019444
rnd 434: wh-err= 0.999583 th-err= 0.027791 dev= nan test= 0.175000 train= 0.019444
rnd 435: wh-err= 0.999585 th-err= 0.027780 dev= nan test= 0.175000 train= 0.019444
rnd 436: wh-err= 0.999586 th-err= 0.027768 dev= nan test= 0.175000 train= 0.019444
rnd 437: wh-err= 0.999587 th-err= 0.027757 dev= nan test= 0.175000 train= 0.019444
rnd 438: wh-err= 0.999587 th-err= 0.027745 dev= nan test= 0.175000 train= 0.019444
rnd 439: wh-err= 0.999588 th-err= 0.027734 dev= nan test= 0.175000 train= 0.019444
rnd 440: wh-err= 0.999588 th-err= 0.027723 dev= nan test= 0.175000 train= 0.019444
rnd 441: wh-err= 0.999588 th-err= 0.027711 dev= nan test= 0.175000 train= 0.019444
rnd 442: wh-err= 0.999592 th-err= 0.027700 dev= nan test= 0.175000 train= 0.019444
rnd 443: wh-err= 0.999579 th-err= 0.027688 dev= nan test= 0.175000 train= 0.019444
rnd 444: wh-err= 0.999592 th-err= 0.027677 dev= nan test= 0.175000 train= 0.019444
rnd 445: wh-err= 0.999592 th-err= 0.027666 dev= nan test= 0.175000 train= 0.019444
rnd 446: wh-err= 0.999593 th-err= 0.027654 dev= nan test= 0.175000 train= 0.019444
rnd 447: wh-err= 0.999598 th-err= 0.027643 dev= nan test= 0.175000 train= 0.019444
rnd 448: wh-err= 0.999598 th-err= 0.027632 dev= nan test= 0.175000 train= 0.019444
rnd 449: wh-err= 0.999600 th-err= 0.027621 dev= nan test= 0.175000 train= 0.019444
rnd 450: wh-err= 0.999601 th-err= 0.027610 dev= nan test= 0.175000 train= 0.019444
rnd 451: wh-err= 0.999603 th-err= 0.027599 dev= nan test= 0.175000 train= 0.019444
rnd 452: wh-err= 0.999604 th-err= 0.027588 dev= nan test= 0.175000 train= 0.019444
rnd 453: wh-err= 0.999606 th-err= 0.027577 dev= nan test= 0.175000 train= 0.019444
rnd 454: wh-err= 0.999606 th-err= 0.027566 dev= nan test= 0.175000 train= 0.019444
rnd 455: wh-err= 0.999607 th-err= 0.027556 dev= nan test= 0.175000 train= 0.019444
rnd 456: wh-err= 0.999607 th-err= 0.027545 dev= nan test= 0.175000 train= 0.019444
rnd 457: wh-err= 0.999607 th-err= 0.027534 dev= nan test= 0.175000 train= 0.019444
rnd 458: wh-err= 0.999607 th-err= 0.027523 dev= nan test= 0.175000 train= 0.019444
rnd 459: wh-err= 0.999611 th-err= 0.027512 dev= nan test= 0.175000 train= 0.019444
rnd 460: wh-err= 0.999613 th-err= 0.027502 dev= nan test= 0.175000 train= 0.019444
rnd 461: wh-err= 0.999616 th-err= 0.027491 dev= nan test= 0.175000 train= 0.019444
rnd 462: wh-err= 0.999616 th-err= 0.027481 dev= nan test= 0.175000 train= 0.019444
rnd 463: wh-err= 0.999607 th-err= 0.027470 dev= nan test= 0.175000 train= 0.019444
rnd 464: wh-err= 0.999622 th-err= 0.027459 dev= nan test= 0.175000 train= 0.019444
rnd 465: wh-err= 0.999623 th-err= 0.027449 dev= nan test= 0.175000 train= 0.019444
rnd 466: wh-err= 0.999617 th-err= 0.027439 dev= nan test= 0.175000 train= 0.019444
rnd 467: wh-err= 0.999614 th-err= 0.027428 dev= nan test= 0.175000 train= 0.019444
rnd 468: wh-err= 0.999619 th-err= 0.027418 dev= nan test= 0.175000 train= 0.019444
rnd 469: wh-err= 0.999624 th-err= 0.027407 dev= nan test= 0.175000 train= 0.019444
rnd 470: wh-err= 0.999627 th-err= 0.027397 dev= nan test= 0.175000 train= 0.019444
rnd 471: wh-err= 0.999611 th-err= 0.027386 dev= nan test= 0.175000 train= 0.019444
rnd 472: wh-err= 0.999627 th-err= 0.027376 dev= nan test= 0.175000 train= 0.019444
rnd 473: wh-err= 0.999628 th-err= 0.027366 dev= nan test= 0.175000 train= 0.019444
rnd 474: wh-err= 0.999628 th-err= 0.027356 dev= nan test= 0.175000 train= 0.019444
rnd 475: wh-err= 0.999630 th-err= 0.027346 dev= nan test= 0.175000 train= 0.019444
rnd 476: wh-err= 0.999631 th-err= 0.027336 dev= nan test= 0.175000 train= 0.019444
rnd 477: wh-err= 0.999632 th-err= 0.027326 dev= nan test= 0.175000 train= 0.019444
rnd 478: wh-err= 0.999632 th-err= 0.027315 dev= nan test= 0.175000 train= 0.019444
rnd 479: wh-err= 0.999632 th-err= 0.027305 dev= nan test= 0.175000 train= 0.019444
rnd 480: wh-err= 0.999633 th-err= 0.027295 dev= nan test= 0.175000 train= 0.019444
rnd 481: wh-err= 0.999633 th-err= 0.027285 dev= nan test= 0.175000 train= 0.019444
rnd 482: wh-err= 0.999636 th-err= 0.027275 dev= nan test= 0.175000 train= 0.019444
rnd 483: wh-err= 0.999640 th-err= 0.027266 dev= nan test= 0.175000 train= 0.019444
rnd 484: wh-err= 0.999640 th-err= 0.027256 dev= nan test= 0.175000 train= 0.019444
rnd 485: wh-err= 0.999641 th-err= 0.027246 dev= nan test= 0.175000 train= 0.019444
rnd 486: wh-err= 0.999641 th-err= 0.027236 dev= nan test= 0.175000 train= 0.019444
rnd 487: wh-err= 0.999641 th-err= 0.027226 dev= nan test= 0.175000 train= 0.019444
rnd 488: wh-err= 0.999643 th-err= 0.027217 dev= nan test= 0.175000 train= 0.019444
rnd 489: wh-err= 0.999644 th-err= 0.027207 dev= nan test= 0.175000 train= 0.019444
rnd 490: wh-err= 0.999645 th-err= 0.027197 dev= nan test= 0.175000 train= 0.019444
rnd 491: wh-err= 0.999646 th-err= 0.027188 dev= nan test= 0.175000 train= 0.019444
rnd 492: wh-err= 0.999646 th-err= 0.027178 dev= nan test= 0.175000 train= 0.019444
rnd 493: wh-err= 0.999647 th-err= 0.027169 dev= nan test= 0.175000 train= 0.019444
rnd 494: wh-err= 0.999647 th-err= 0.027159 dev= nan test= 0.175000 train= 0.019444
rnd 495: wh-err= 0.999647 th-err= 0.027149 dev= nan test= 0.175000 train= 0.019444
rnd 496: wh-err= 0.999647 th-err= 0.027140 dev= nan test= 0.175000 train= 0.019444
rnd 497: wh-err= 0.999645 th-err= 0.027130 dev= nan test= 0.175000 train= 0.019444
rnd 498: wh-err= 0.999648 th-err= 0.027121 dev= nan test= 0.175000 train= 0.019444
rnd 499: wh-err= 0.999648 th-err= 0.027111 dev= nan test= 0.175000 train= 0.019444
rnd 500: wh-err= 0.999651 th-err= 0.027102 dev= nan test= 0.175000 train= 0.019444
rnd 501: wh-err= 0.999652 th-err= 0.027092 dev= nan test= 0.175000 train= 0.019444
rnd 502: wh-err= 0.999652 th-err= 0.027083 dev= nan test= 0.175000 train= 0.019444
rnd 503: wh-err= 0.999654 th-err= 0.027073 dev= nan test= 0.175000 train= 0.019444
rnd 504: wh-err= 0.999655 th-err= 0.027064 dev= nan test= 0.175000 train= 0.019444
rnd 505: wh-err= 0.999656 th-err= 0.027055 dev= nan test= 0.175000 train= 0.019444
rnd 506: wh-err= 0.999657 th-err= 0.027046 dev= nan test= 0.175000 train= 0.019444
rnd 507: wh-err= 0.999649 th-err= 0.027036 dev= nan test= 0.175000 train= 0.019444
rnd 508: wh-err= 0.999606 th-err= 0.027025 dev= nan test= 0.175000 train= 0.019444
rnd 509: wh-err= 0.999632 th-err= 0.027015 dev= nan test= 0.175000 train= 0.019444
rnd 510: wh-err= 0.999633 th-err= 0.027006 dev= nan test= 0.175000 train= 0.019444
rnd 511: wh-err= 0.999634 th-err= 0.026996 dev= nan test= 0.175000 train= 0.019444
rnd 512: wh-err= 0.999645 th-err= 0.026986 dev= nan test= 0.175000 train= 0.019444
rnd 513: wh-err= 0.999651 th-err= 0.026977 dev= nan test= 0.150000 train= 0.019444
rnd 514: wh-err= 0.999653 th-err= 0.026967 dev= nan test= 0.150000 train= 0.019444
rnd 515: wh-err= 0.999655 th-err= 0.026958 dev= nan test= 0.150000 train= 0.019444
rnd 516: wh-err= 0.999665 th-err= 0.026949 dev= nan test= 0.150000 train= 0.019444
rnd 517: wh-err= 0.999660 th-err= 0.026940 dev= nan test= 0.150000 train= 0.019444
rnd 518: wh-err= 0.999658 th-err= 0.026931 dev= nan test= 0.150000 train= 0.019444
rnd 519: wh-err= 0.999665 th-err= 0.026922 dev= nan test= 0.150000 train= 0.019444
rnd 520: wh-err= 0.999665 th-err= 0.026913 dev= nan test= 0.150000 train= 0.019444
rnd 521: wh-err= 0.999669 th-err= 0.026904 dev= nan test= 0.150000 train= 0.019444
rnd 522: wh-err= 0.999669 th-err= 0.026895 dev= nan test= 0.150000 train= 0.019444
rnd 523: wh-err= 0.999670 th-err= 0.026886 dev= nan test= 0.150000 train= 0.019444
rnd 524: wh-err= 0.999670 th-err= 0.026877 dev= nan test= 0.150000 train= 0.019444
rnd 525: wh-err= 0.999672 th-err= 0.026868 dev= nan test= 0.150000 train= 0.019444
rnd 526: wh-err= 0.999674 th-err= 0.026859 dev= nan test= 0.150000 train= 0.019444
rnd 527: wh-err= 0.999674 th-err= 0.026851 dev= nan test= 0.150000 train= 0.019444
rnd 528: wh-err= 0.999675 th-err= 0.026842 dev= nan test= 0.150000 train= 0.019444
rnd 529: wh-err= 0.999676 th-err= 0.026833 dev= nan test= 0.150000 train= 0.019444
rnd 530: wh-err= 0.999677 th-err= 0.026825 dev= nan test= 0.150000 train= 0.019444
rnd 531: wh-err= 0.999679 th-err= 0.026816 dev= nan test= 0.150000 train= 0.019444
rnd 532: wh-err= 0.999681 th-err= 0.026807 dev= nan test= 0.150000 train= 0.019444
rnd 533: wh-err= 0.999681 th-err= 0.026799 dev= nan test= 0.150000 train= 0.019444
rnd 534: wh-err= 0.999681 th-err= 0.026790 dev= nan test= 0.150000 train= 0.019444
rnd 535: wh-err= 0.999682 th-err= 0.026782 dev= nan test= 0.150000 train= 0.019444
rnd 536: wh-err= 0.999682 th-err= 0.026773 dev= nan test= 0.150000 train= 0.019444
rnd 537: wh-err= 0.999683 th-err= 0.026765 dev= nan test= 0.150000 train= 0.019444
rnd 538: wh-err= 0.999684 th-err= 0.026756 dev= nan test= 0.150000 train= 0.019444
rnd 539: wh-err= 0.999685 th-err= 0.026748 dev= nan test= 0.150000 train= 0.019444
rnd 540: wh-err= 0.999654 th-err= 0.026739 dev= nan test= 0.150000 train= 0.019444
rnd 541: wh-err= 0.999680 th-err= 0.026730 dev= nan test= 0.150000 train= 0.019444
rnd 542: wh-err= 0.999683 th-err= 0.026722 dev= nan test= 0.150000 train= 0.019444
rnd 543: wh-err= 0.999687 th-err= 0.026713 dev= nan test= 0.150000 train= 0.019444
rnd 544: wh-err= 0.999687 th-err= 0.026705 dev= nan test= 0.150000 train= 0.019444
rnd 545: wh-err= 0.999689 th-err= 0.026696 dev= nan test= 0.150000 train= 0.019444
rnd 546: wh-err= 0.999689 th-err= 0.026688 dev= nan test= 0.150000 train= 0.019444
rnd 547: wh-err= 0.999690 th-err= 0.026680 dev= nan test= 0.150000 train= 0.019444
rnd 548: wh-err= 0.999691 th-err= 0.026672 dev= nan test= 0.150000 train= 0.019444
rnd 549: wh-err= 0.999692 th-err= 0.026663 dev= nan test= 0.150000 train= 0.019444
rnd 550: wh-err= 0.999692 th-err= 0.026655 dev= nan test= 0.150000 train= 0.019444
rnd 551: wh-err= 0.999692 th-err= 0.026647 dev= nan test= 0.150000 train= 0.019444
rnd 552: wh-err= 0.999694 th-err= 0.026639 dev= nan test= 0.150000 train= 0.019444
rnd 553: wh-err= 0.999694 th-err= 0.026631 dev= nan test= 0.150000 train= 0.019444
rnd 554: wh-err= 0.999694 th-err= 0.026623 dev= nan test= 0.150000 train= 0.019444
rnd 555: wh-err= 0.999694 th-err= 0.026614 dev= nan test= 0.150000 train= 0.019444
rnd 556: wh-err= 0.999695 th-err= 0.026606 dev= nan test= 0.150000 train= 0.019444
rnd 557: wh-err= 0.999697 th-err= 0.026598 dev= nan test= 0.150000 train= 0.019444
rnd 558: wh-err= 0.999697 th-err= 0.026590 dev= nan test= 0.150000 train= 0.019444
rnd 559: wh-err= 0.999698 th-err= 0.026582 dev= nan test= 0.150000 train= 0.019444
rnd 560: wh-err= 0.999699 th-err= 0.026574 dev= nan test= 0.150000 train= 0.019444
rnd 561: wh-err= 0.999698 th-err= 0.026566 dev= nan test= 0.150000 train= 0.019444
rnd 562: wh-err= 0.999699 th-err= 0.026558 dev= nan test= 0.150000 train= 0.019444
rnd 563: wh-err= 0.999700 th-err= 0.026550 dev= nan test= 0.150000 train= 0.019444
rnd 564: wh-err= 0.999702 th-err= 0.026542 dev= nan test= 0.150000 train= 0.019444
rnd 565: wh-err= 0.999703 th-err= 0.026534 dev= nan test= 0.150000 train= 0.019444
rnd 566: wh-err= 0.999704 th-err= 0.026527 dev= nan test= 0.150000 train= 0.019444
rnd 567: wh-err= 0.999704 th-err= 0.026519 dev= nan test= 0.150000 train= 0.019444
rnd 568: wh-err= 0.999704 th-err= 0.026511 dev= nan test= 0.150000 train= 0.019444
rnd 569: wh-err= 0.999707 th-err= 0.026503 dev= nan test= 0.150000 train= 0.019444
rnd 570: wh-err= 0.999708 th-err= 0.026495 dev= nan test= 0.150000 train= 0.019444
rnd 571: wh-err= 0.999708 th-err= 0.026488 dev= nan test= 0.150000 train= 0.019444
rnd 572: wh-err= 0.999708 th-err= 0.026480 dev= nan test= 0.150000 train= 0.019444
rnd 573: wh-err= 0.999708 th-err= 0.026472 dev= nan test= 0.150000 train= 0.019444
rnd 574: wh-err= 0.999708 th-err= 0.026464 dev= nan test= 0.150000 train= 0.019444
rnd 575: wh-err= 0.999709 th-err= 0.026457 dev= nan test= 0.150000 train= 0.019444
rnd 576: wh-err= 0.999709 th-err= 0.026449 dev= nan test= 0.150000 train= 0.019444
rnd 577: wh-err= 0.999710 th-err= 0.026441 dev= nan test= 0.150000 train= 0.019444
rnd 578: wh-err= 0.999711 th-err= 0.026434 dev= nan test= 0.150000 train= 0.019444
rnd 579: wh-err= 0.999711 th-err= 0.026426 dev= nan test= 0.150000 train= 0.019444
rnd 580: wh-err= 0.999711 th-err= 0.026418 dev= nan test= 0.150000 train= 0.019444
rnd 581: wh-err= 0.999711 th-err= 0.026411 dev= nan test= 0.150000 train= 0.019444
rnd 582: wh-err= 0.999712 th-err= 0.026403 dev= nan test= 0.150000 train= 0.019444
rnd 583: wh-err= 0.999712 th-err= 0.026396 dev= nan test= 0.150000 train= 0.019444
rnd 584: wh-err= 0.999713 th-err= 0.026388 dev= nan test= 0.150000 train= 0.019444
rnd 585: wh-err= 0.999714 th-err= 0.026380 dev= nan test= 0.150000 train= 0.019444
rnd 586: wh-err= 0.999715 th-err= 0.026373 dev= nan test= 0.150000 train= 0.019444
rnd 587: wh-err= 0.999715 th-err= 0.026365 dev= nan test= 0.150000 train= 0.019444
rnd 588: wh-err= 0.999716 th-err= 0.026358 dev= nan test= 0.150000 train= 0.019444
rnd 589: wh-err= 0.999716 th-err= 0.026350 dev= nan test= 0.150000 train= 0.019444
rnd 590: wh-err= 0.999719 th-err= 0.026343 dev= nan test= 0.150000 train= 0.019444
rnd 591: wh-err= 0.999719 th-err= 0.026336 dev= nan test= 0.150000 train= 0.019444
rnd 592: wh-err= 0.999719 th-err= 0.026328 dev= nan test= 0.150000 train= 0.019444
rnd 593: wh-err= 0.999720 th-err= 0.026321 dev= nan test= 0.150000 train= 0.019444
rnd 594: wh-err= 0.999711 th-err= 0.026313 dev= nan test= 0.150000 train= 0.019444
rnd 595: wh-err= 0.999694 th-err= 0.026305 dev= nan test= 0.150000 train= 0.019444
rnd 596: wh-err= 0.999623 th-err= 0.026295 dev= nan test= 0.150000 train= 0.019444
rnd 597: wh-err= 0.999672 th-err= 0.026287 dev= nan test= 0.125000 train= 0.019444
rnd 598: wh-err= 0.999679 th-err= 0.026278 dev= nan test= 0.125000 train= 0.019444
rnd 599: wh-err= 0.999700 th-err= 0.026270 dev= nan test= 0.125000 train= 0.019444
rnd 600: wh-err= 0.999701 th-err= 0.026263 dev= nan test= 0.125000 train= 0.019444
rnd 601: wh-err= 0.999702 th-err= 0.026255 dev= nan test= 0.125000 train= 0.019444
rnd 602: wh-err= 0.999703 th-err= 0.026247 dev= nan test= 0.125000 train= 0.019444
rnd 603: wh-err= 0.999705 th-err= 0.026239 dev= nan test= 0.125000 train= 0.019444
rnd 604: wh-err= 0.999706 th-err= 0.026231 dev= nan test= 0.125000 train= 0.019444
rnd 605: wh-err= 0.999707 th-err= 0.026224 dev= nan test= 0.125000 train= 0.019444
rnd 606: wh-err= 0.999710 th-err= 0.026216 dev= nan test= 0.125000 train= 0.019444
rnd 607: wh-err= 0.999716 th-err= 0.026209 dev= nan test= 0.125000 train= 0.019444
rnd 608: wh-err= 0.999721 th-err= 0.026201 dev= nan test= 0.125000 train= 0.019444
rnd 609: wh-err= 0.999723 th-err= 0.026194 dev= nan test= 0.125000 train= 0.019444
rnd 610: wh-err= 0.999724 th-err= 0.026187 dev= nan test= 0.125000 train= 0.019444
rnd 611: wh-err= 0.999725 th-err= 0.026180 dev= nan test= 0.125000 train= 0.019444
rnd 612: wh-err= 0.999729 th-err= 0.026173 dev= nan test= 0.125000 train= 0.019444
rnd 613: wh-err= 0.999729 th-err= 0.026165 dev= nan test= 0.125000 train= 0.019444
rnd 614: wh-err= 0.999729 th-err= 0.026158 dev= nan test= 0.125000 train= 0.019444
rnd 615: wh-err= 0.999730 th-err= 0.026151 dev= nan test= 0.125000 train= 0.019444
rnd 616: wh-err= 0.999730 th-err= 0.026144 dev= nan test= 0.125000 train= 0.019444
rnd 617: wh-err= 0.999730 th-err= 0.026137 dev= nan test= 0.125000 train= 0.019444
rnd 618: wh-err= 0.999731 th-err= 0.026130 dev= nan test= 0.125000 train= 0.019444
rnd 619: wh-err= 0.999731 th-err= 0.026123 dev= nan test= 0.125000 train= 0.019444
rnd 620: wh-err= 0.999732 th-err= 0.026116 dev= nan test= 0.125000 train= 0.019444
rnd 621: wh-err= 0.999733 th-err= 0.026109 dev= nan test= 0.125000 train= 0.019444
rnd 622: wh-err= 0.999732 th-err= 0.026102 dev= nan test= 0.125000 train= 0.019444
rnd 623: wh-err= 0.999733 th-err= 0.026095 dev= nan test= 0.125000 train= 0.019444
rnd 624: wh-err= 0.999733 th-err= 0.026088 dev= nan test= 0.125000 train= 0.019444
rnd 625: wh-err= 0.999734 th-err= 0.026081 dev= nan test= 0.125000 train= 0.019444
rnd 626: wh-err= 0.999734 th-err= 0.026074 dev= nan test= 0.125000 train= 0.019444
rnd 627: wh-err= 0.999731 th-err= 0.026067 dev= nan test= 0.150000 train= 0.019444
rnd 628: wh-err= 0.999688 th-err= 0.026059 dev= nan test= 0.150000 train= 0.019444
rnd 629: wh-err= 0.999719 th-err= 0.026052 dev= nan test= 0.150000 train= 0.019444
rnd 630: wh-err= 0.999735 th-err= 0.026045 dev= nan test= 0.150000 train= 0.019444
rnd 631: wh-err= 0.999736 th-err= 0.026038 dev= nan test= 0.150000 train= 0.019444
rnd 632: wh-err= 0.999736 th-err= 0.026031 dev= nan test= 0.150000 train= 0.019444
rnd 633: wh-err= 0.999736 th-err= 0.026024 dev= nan test= 0.150000 train= 0.019444
rnd 634: wh-err= 0.999740 th-err= 0.026018 dev= nan test= 0.150000 train= 0.019444
rnd 635: wh-err= 0.999741 th-err= 0.026011 dev= nan test= 0.150000 train= 0.019444
rnd 636: wh-err= 0.999743 th-err= 0.026004 dev= nan test= 0.150000 train= 0.019444
rnd 637: wh-err= 0.999744 th-err= 0.025997 dev= nan test= 0.150000 train= 0.019444
rnd 638: wh-err= 0.999745 th-err= 0.025991 dev= nan test= 0.150000 train= 0.019444
rnd 639: wh-err= 0.999746 th-err= 0.025984 dev= nan test= 0.150000 train= 0.019444
rnd 640: wh-err= 0.999746 th-err= 0.025978 dev= nan test= 0.150000 train= 0.019444
rnd 641: wh-err= 0.999746 th-err= 0.025971 dev= nan test= 0.150000 train= 0.019444
rnd 642: wh-err= 0.999747 th-err= 0.025964 dev= nan test= 0.150000 train= 0.019444
rnd 643: wh-err= 0.999747 th-err= 0.025958 dev= nan test= 0.150000 train= 0.019444
rnd 644: wh-err= 0.999747 th-err= 0.025951 dev= nan test= 0.150000 train= 0.019444
rnd 645: wh-err= 0.999748 th-err= 0.025945 dev= nan test= 0.150000 train= 0.019444
rnd 646: wh-err= 0.999751 th-err= 0.025938 dev= nan test= 0.150000 train= 0.019444
rnd 647: wh-err= 0.999752 th-err= 0.025932 dev= nan test= 0.150000 train= 0.019444
rnd 648: wh-err= 0.999752 th-err= 0.025925 dev= nan test= 0.150000 train= 0.019444
rnd 649: wh-err= 0.999753 th-err= 0.025919 dev= nan test= 0.150000 train= 0.019444
rnd 650: wh-err= 0.999753 th-err= 0.025913 dev= nan test= 0.150000 train= 0.019444
rnd 651: wh-err= 0.999753 th-err= 0.025906 dev= nan test= 0.150000 train= 0.019444
rnd 652: wh-err= 0.999754 th-err= 0.025900 dev= nan test= 0.150000 train= 0.019444
rnd 653: wh-err= 0.999754 th-err= 0.025894 dev= nan test= 0.150000 train= 0.019444
rnd 654: wh-err= 0.999754 th-err= 0.025887 dev= nan test= 0.150000 train= 0.019444
rnd 655: wh-err= 0.999755 th-err= 0.025881 dev= nan test= 0.150000 train= 0.019444
rnd 656: wh-err= 0.999756 th-err= 0.025874 dev= nan test= 0.150000 train= 0.019444
rnd 657: wh-err= 0.999757 th-err= 0.025868 dev= nan test= 0.150000 train= 0.019444
rnd 658: wh-err= 0.999757 th-err= 0.025862 dev= nan test= 0.150000 train= 0.019444
rnd 659: wh-err= 0.999757 th-err= 0.025856 dev= nan test= 0.150000 train= 0.019444
rnd 660: wh-err= 0.999757 th-err= 0.025849 dev= nan test= 0.150000 train= 0.019444
rnd 661: wh-err= 0.999758 th-err= 0.025843 dev= nan test= 0.150000 train= 0.019444
rnd 662: wh-err= 0.999758 th-err= 0.025837 dev= nan test= 0.150000 train= 0.019444
rnd 663: wh-err= 0.999758 th-err= 0.025831 dev= nan test= 0.150000 train= 0.019444
rnd 664: wh-err= 0.999758 th-err= 0.025824 dev= nan test= 0.150000 train= 0.019444
rnd 665: wh-err= 0.999762 th-err= 0.025818 dev= nan test= 0.150000 train= 0.019444
rnd 666: wh-err= 0.999762 th-err= 0.025812 dev= nan test= 0.150000 train= 0.019444
rnd 667: wh-err= 0.999762 th-err= 0.025806 dev= nan test= 0.150000 train= 0.019444
rnd 668: wh-err= 0.999762 th-err= 0.025800 dev= nan test= 0.150000 train= 0.019444
rnd 669: wh-err= 0.999761 th-err= 0.025794 dev= nan test= 0.150000 train= 0.019444
rnd 670: wh-err= 0.999764 th-err= 0.025787 dev= nan test= 0.150000 train= 0.019444
rnd 671: wh-err= 0.999764 th-err= 0.025781 dev= nan test= 0.150000 train= 0.019444
rnd 672: wh-err= 0.999764 th-err= 0.025775 dev= nan test= 0.150000 train= 0.019444
rnd 673: wh-err= 0.999764 th-err= 0.025769 dev= nan test= 0.150000 train= 0.019444
rnd 674: wh-err= 0.999765 th-err= 0.025763 dev= nan test= 0.150000 train= 0.019444
rnd 675: wh-err= 0.999766 th-err= 0.025757 dev= nan test= 0.150000 train= 0.019444
rnd 676: wh-err= 0.999766 th-err= 0.025751 dev= nan test= 0.150000 train= 0.019444
rnd 677: wh-err= 0.999766 th-err= 0.025745 dev= nan test= 0.150000 train= 0.019444
rnd 678: wh-err= 0.999766 th-err= 0.025739 dev= nan test= 0.150000 train= 0.019444
rnd 679: wh-err= 0.999768 th-err= 0.025733 dev= nan test= 0.150000 train= 0.019444
rnd 680: wh-err= 0.999768 th-err= 0.025727 dev= nan test= 0.150000 train= 0.019444
rnd 681: wh-err= 0.999768 th-err= 0.025721 dev= nan test= 0.150000 train= 0.019444
rnd 682: wh-err= 0.999768 th-err= 0.025715 dev= nan test= 0.150000 train= 0.019444
rnd 683: wh-err= 0.999769 th-err= 0.025709 dev= nan test= 0.150000 train= 0.019444
rnd 684: wh-err= 0.999769 th-err= 0.025703 dev= nan test= 0.150000 train= 0.019444
rnd 685: wh-err= 0.999771 th-err= 0.025697 dev= nan test= 0.150000 train= 0.019444
rnd 686: wh-err= 0.999771 th-err= 0.025692 dev= nan test= 0.150000 train= 0.019444
rnd 687: wh-err= 0.999771 th-err= 0.025686 dev= nan test= 0.150000 train= 0.019444
rnd 688: wh-err= 0.999771 th-err= 0.025680 dev= nan test= 0.150000 train= 0.019444
rnd 689: wh-err= 0.999772 th-err= 0.025674 dev= nan test= 0.150000 train= 0.019444
rnd 690: wh-err= 0.999772 th-err= 0.025668 dev= nan test= 0.150000 train= 0.019444
rnd 691: wh-err= 0.999772 th-err= 0.025662 dev= nan test= 0.150000 train= 0.019444
rnd 692: wh-err= 0.999773 th-err= 0.025656 dev= nan test= 0.150000 train= 0.019444
rnd 693: wh-err= 0.999773 th-err= 0.025651 dev= nan test= 0.150000 train= 0.019444
rnd 694: wh-err= 0.999774 th-err= 0.025645 dev= nan test= 0.150000 train= 0.019444
rnd 695: wh-err= 0.999774 th-err= 0.025639 dev= nan test= 0.150000 train= 0.019444
rnd 696: wh-err= 0.999776 th-err= 0.025633 dev= nan test= 0.150000 train= 0.019444
rnd 697: wh-err= 0.999776 th-err= 0.025627 dev= nan test= 0.150000 train= 0.019444
rnd 698: wh-err= 0.999776 th-err= 0.025622 dev= nan test= 0.150000 train= 0.019444
rnd 699: wh-err= 0.999777 th-err= 0.025616 dev= nan test= 0.150000 train= 0.019444
rnd 700: wh-err= 0.999777 th-err= 0.025610 dev= nan test= 0.150000 train= 0.019444
rnd 701: wh-err= 0.999777 th-err= 0.025605 dev= nan test= 0.150000 train= 0.019444
rnd 702: wh-err= 0.999777 th-err= 0.025599 dev= nan test= 0.150000 train= 0.019444
rnd 703: wh-err= 0.999778 th-err= 0.025593 dev= nan test= 0.150000 train= 0.019444
rnd 704: wh-err= 0.999778 th-err= 0.025587 dev= nan test= 0.150000 train= 0.019444
rnd 705: wh-err= 0.999778 th-err= 0.025582 dev= nan test= 0.150000 train= 0.019444
rnd 706: wh-err= 0.999778 th-err= 0.025576 dev= nan test= 0.150000 train= 0.019444
rnd 707: wh-err= 0.999778 th-err= 0.025570 dev= nan test= 0.150000 train= 0.019444
rnd 708: wh-err= 0.999779 th-err= 0.025565 dev= nan test= 0.150000 train= 0.019444
rnd 709: wh-err= 0.999780 th-err= 0.025559 dev= nan test= 0.150000 train= 0.019444
rnd 710: wh-err= 0.999780 th-err= 0.025554 dev= nan test= 0.150000 train= 0.019444
rnd 711: wh-err= 0.999780 th-err= 0.025548 dev= nan test= 0.150000 train= 0.019444
rnd 712: wh-err= 0.999781 th-err= 0.025542 dev= nan test= 0.150000 train= 0.019444
rnd 713: wh-err= 0.999781 th-err= 0.025537 dev= nan test= 0.150000 train= 0.019444
rnd 714: wh-err= 0.999782 th-err= 0.025531 dev= nan test= 0.150000 train= 0.019444
rnd 715: wh-err= 0.999782 th-err= 0.025526 dev= nan test= 0.150000 train= 0.019444
rnd 716: wh-err= 0.999782 th-err= 0.025520 dev= nan test= 0.150000 train= 0.019444
rnd 717: wh-err= 0.999781 th-err= 0.025514 dev= nan test= 0.150000 train= 0.019444
rnd 718: wh-err= 0.999783 th-err= 0.025509 dev= nan test= 0.150000 train= 0.019444
rnd 719: wh-err= 0.999783 th-err= 0.025503 dev= nan test= 0.150000 train= 0.019444
rnd 720: wh-err= 0.999783 th-err= 0.025498 dev= nan test= 0.150000 train= 0.019444
rnd 721: wh-err= 0.999783 th-err= 0.025492 dev= nan test= 0.150000 train= 0.019444
rnd 722: wh-err= 0.999783 th-err= 0.025487 dev= nan test= 0.150000 train= 0.019444
rnd 723: wh-err= 0.999784 th-err= 0.025481 dev= nan test= 0.150000 train= 0.019444
rnd 724: wh-err= 0.999784 th-err= 0.025476 dev= nan test= 0.150000 train= 0.019444
rnd 725: wh-err= 0.999785 th-err= 0.025470 dev= nan test= 0.150000 train= 0.019444
rnd 726: wh-err= 0.999785 th-err= 0.025465 dev= nan test= 0.150000 train= 0.019444
rnd 727: wh-err= 0.999785 th-err= 0.025459 dev= nan test= 0.150000 train= 0.019444
rnd 728: wh-err= 0.999785 th-err= 0.025454 dev= nan test= 0.150000 train= 0.019444
rnd 729: wh-err= 0.999786 th-err= 0.025448 dev= nan test= 0.150000 train= 0.019444
rnd 730: wh-err= 0.999786 th-err= 0.025443 dev= nan test= 0.150000 train= 0.019444
rnd 731: wh-err= 0.999786 th-err= 0.025438 dev= nan test= 0.150000 train= 0.019444
rnd 732: wh-err= 0.999786 th-err= 0.025432 dev= nan test= 0.150000 train= 0.019444
rnd 733: wh-err= 0.999786 th-err= 0.025427 dev= nan test= 0.150000 train= 0.019444
rnd 734: wh-err= 0.999786 th-err= 0.025421 dev= nan test= 0.150000 train= 0.019444
rnd 735: wh-err= 0.999787 th-err= 0.025416 dev= nan test= 0.150000 train= 0.019444
rnd 736: wh-err= 0.999788 th-err= 0.025410 dev= nan test= 0.150000 train= 0.019444
rnd 737: wh-err= 0.999788 th-err= 0.025405 dev= nan test= 0.150000 train= 0.019444
rnd 738: wh-err= 0.999788 th-err= 0.025400 dev= nan test= 0.150000 train= 0.019444
rnd 739: wh-err= 0.999788 th-err= 0.025394 dev= nan test= 0.150000 train= 0.019444
rnd 740: wh-err= 0.999789 th-err= 0.025389 dev= nan test= 0.150000 train= 0.019444
rnd 741: wh-err= 0.999790 th-err= 0.025384 dev= nan test= 0.150000 train= 0.019444
rnd 742: wh-err= 0.999791 th-err= 0.025378 dev= nan test= 0.150000 train= 0.019444
rnd 743: wh-err= 0.999791 th-err= 0.025373 dev= nan test= 0.150000 train= 0.019444
rnd 744: wh-err= 0.999791 th-err= 0.025368 dev= nan test= 0.150000 train= 0.019444
rnd 745: wh-err= 0.999792 th-err= 0.025362 dev= nan test= 0.150000 train= 0.019444
rnd 746: wh-err= 0.999792 th-err= 0.025357 dev= nan test= 0.150000 train= 0.019444
rnd 747: wh-err= 0.999792 th-err= 0.025352 dev= nan test= 0.150000 train= 0.019444
rnd 748: wh-err= 0.999792 th-err= 0.025347 dev= nan test= 0.150000 train= 0.019444
rnd 749: wh-err= 0.999791 th-err= 0.025341 dev= nan test= 0.150000 train= 0.019444
rnd 750: wh-err= 0.999776 th-err= 0.025336 dev= nan test= 0.150000 train= 0.019444
rnd 751: wh-err= 0.999784 th-err= 0.025330 dev= nan test= 0.150000 train= 0.019444
rnd 752: wh-err= 0.999789 th-err= 0.025325 dev= nan test= 0.150000 train= 0.019444
rnd 753: wh-err= 0.999792 th-err= 0.025319 dev= nan test= 0.150000 train= 0.019444
rnd 754: wh-err= 0.999792 th-err= 0.025314 dev= nan test= 0.150000 train= 0.019444
rnd 755: wh-err= 0.999793 th-err= 0.025309 dev= nan test= 0.150000 train= 0.019444
rnd 756: wh-err= 0.999793 th-err= 0.025304 dev= nan test= 0.150000 train= 0.019444
rnd 757: wh-err= 0.999754 th-err= 0.025298 dev= nan test= 0.150000 train= 0.019444
rnd 758: wh-err= 0.999763 th-err= 0.025292 dev= nan test= 0.150000 train= 0.019444
rnd 759: wh-err= 0.999773 th-err= 0.025286 dev= nan test= 0.150000 train= 0.019444
rnd 760: wh-err= 0.999781 th-err= 0.025280 dev= nan test= 0.150000 train= 0.019444
rnd 761: wh-err= 0.999782 th-err= 0.025275 dev= nan test= 0.150000 train= 0.019444
rnd 762: wh-err= 0.999782 th-err= 0.025269 dev= nan test= 0.150000 train= 0.019444
rnd 763: wh-err= 0.999788 th-err= 0.025264 dev= nan test= 0.150000 train= 0.019444
rnd 764: wh-err= 0.999789 th-err= 0.025259 dev= nan test= 0.150000 train= 0.019444
rnd 765: wh-err= 0.999790 th-err= 0.025253 dev= nan test= 0.150000 train= 0.019444
rnd 766: wh-err= 0.999790 th-err= 0.025248 dev= nan test= 0.150000 train= 0.019444
rnd 767: wh-err= 0.999791 th-err= 0.025243 dev= nan test= 0.150000 train= 0.019444
rnd 768: wh-err= 0.999793 th-err= 0.025237 dev= nan test= 0.150000 train= 0.019444
rnd 769: wh-err= 0.999793 th-err= 0.025232 dev= nan test= 0.150000 train= 0.019444
rnd 770: wh-err= 0.999793 th-err= 0.025227 dev= nan test= 0.150000 train= 0.019444
rnd 771: wh-err= 0.999796 th-err= 0.025222 dev= nan test= 0.150000 train= 0.019444
rnd 772: wh-err= 0.999796 th-err= 0.025217 dev= nan test= 0.150000 train= 0.019444
rnd 773: wh-err= 0.999796 th-err= 0.025212 dev= nan test= 0.150000 train= 0.019444
rnd 774: wh-err= 0.999796 th-err= 0.025206 dev= nan test= 0.150000 train= 0.019444
rnd 775: wh-err= 0.999797 th-err= 0.025201 dev= nan test= 0.150000 train= 0.019444
rnd 776: wh-err= 0.999797 th-err= 0.025196 dev= nan test= 0.150000 train= 0.019444
rnd 777: wh-err= 0.999798 th-err= 0.025191 dev= nan test= 0.150000 train= 0.019444
rnd 778: wh-err= 0.999766 th-err= 0.025185 dev= nan test= 0.150000 train= 0.019444
rnd 779: wh-err= 0.999783 th-err= 0.025180 dev= nan test= 0.150000 train= 0.019444
rnd 780: wh-err= 0.999784 th-err= 0.025174 dev= nan test= 0.150000 train= 0.019444
rnd 781: wh-err= 0.999791 th-err= 0.025169 dev= nan test= 0.150000 train= 0.019444
rnd 782: wh-err= 0.999791 th-err= 0.025164 dev= nan test= 0.150000 train= 0.019444
rnd 783: wh-err= 0.999792 th-err= 0.025159 dev= nan test= 0.150000 train= 0.019444
rnd 784: wh-err= 0.999794 th-err= 0.025153 dev= nan test= 0.150000 train= 0.019444
rnd 785: wh-err= 0.999795 th-err= 0.025148 dev= nan test= 0.150000 train= 0.019444
rnd 786: wh-err= 0.999796 th-err= 0.025143 dev= nan test= 0.150000 train= 0.019444
rnd 787: wh-err= 0.999798 th-err= 0.025138 dev= nan test= 0.150000 train= 0.019444
rnd 788: wh-err= 0.999799 th-err= 0.025133 dev= nan test= 0.150000 train= 0.019444
rnd 789: wh-err= 0.999800 th-err= 0.025128 dev= nan test= 0.150000 train= 0.019444
rnd 790: wh-err= 0.999801 th-err= 0.025123 dev= nan test= 0.150000 train= 0.019444
rnd 791: wh-err= 0.999801 th-err= 0.025118 dev= nan test= 0.150000 train= 0.019444
rnd 792: wh-err= 0.999802 th-err= 0.025113 dev= nan test= 0.150000 train= 0.019444
rnd 793: wh-err= 0.999802 th-err= 0.025108 dev= nan test= 0.150000 train= 0.019444
rnd 794: wh-err= 0.999802 th-err= 0.025103 dev= nan test= 0.150000 train= 0.019444
rnd 795: wh-err= 0.999803 th-err= 0.025098 dev= nan test= 0.150000 train= 0.019444
rnd 796: wh-err= 0.999803 th-err= 0.025093 dev= nan test= 0.150000 train= 0.019444
rnd 797: wh-err= 0.999803 th-err= 0.025088 dev= nan test= 0.150000 train= 0.019444
rnd 798: wh-err= 0.999804 th-err= 0.025083 dev= nan test= 0.150000 train= 0.019444
rnd 799: wh-err= 0.999805 th-err= 0.025078 dev= nan test= 0.150000 train= 0.019444
rnd 800: wh-err= 0.999805 th-err= 0.025073 dev= nan test= 0.150000 train= 0.019444
rnd 801: wh-err= 0.999805 th-err= 0.025069 dev= nan test= 0.150000 train= 0.019444
rnd 802: wh-err= 0.999805 th-err= 0.025064 dev= nan test= 0.150000 train= 0.019444
rnd 803: wh-err= 0.999805 th-err= 0.025059 dev= nan test= 0.150000 train= 0.019444
rnd 804: wh-err= 0.999806 th-err= 0.025054 dev= nan test= 0.150000 train= 0.019444
rnd 805: wh-err= 0.999806 th-err= 0.025049 dev= nan test= 0.150000 train= 0.019444
rnd 806: wh-err= 0.999806 th-err= 0.025044 dev= nan test= 0.150000 train= 0.019444
rnd 807: wh-err= 0.999807 th-err= 0.025039 dev= nan test= 0.150000 train= 0.019444
rnd 808: wh-err= 0.999808 th-err= 0.025035 dev= nan test= 0.150000 train= 0.019444
rnd 809: wh-err= 0.999808 th-err= 0.025030 dev= nan test= 0.150000 train= 0.019444
rnd 810: wh-err= 0.999809 th-err= 0.025025 dev= nan test= 0.150000 train= 0.019444
rnd 811: wh-err= 0.999809 th-err= 0.025020 dev= nan test= 0.150000 train= 0.019444
rnd 812: wh-err= 0.999810 th-err= 0.025015 dev= nan test= 0.150000 train= 0.019444
rnd 813: wh-err= 0.999810 th-err= 0.025011 dev= nan test= 0.150000 train= 0.019444
rnd 814: wh-err= 0.999810 th-err= 0.025006 dev= nan test= 0.150000 train= 0.019444
rnd 815: wh-err= 0.999810 th-err= 0.025001 dev= nan test= 0.150000 train= 0.019444
rnd 816: wh-err= 0.999810 th-err= 0.024997 dev= nan test= 0.150000 train= 0.019444
rnd 817: wh-err= 0.999811 th-err= 0.024992 dev= nan test= 0.150000 train= 0.019444
rnd 818: wh-err= 0.999812 th-err= 0.024987 dev= nan test= 0.150000 train= 0.019444
rnd 819: wh-err= 0.999812 th-err= 0.024982 dev= nan test= 0.150000 train= 0.019444
rnd 820: wh-err= 0.999812 th-err= 0.024978 dev= nan test= 0.150000 train= 0.019444
rnd 821: wh-err= 0.999814 th-err= 0.024973 dev= nan test= 0.150000 train= 0.019444
rnd 822: wh-err= 0.999814 th-err= 0.024968 dev= nan test= 0.150000 train= 0.019444
rnd 823: wh-err= 0.999814 th-err= 0.024964 dev= nan test= 0.150000 train= 0.019444
rnd 824: wh-err= 0.999815 th-err= 0.024959 dev= nan test= 0.150000 train= 0.019444
rnd 825: wh-err= 0.999815 th-err= 0.024955 dev= nan test= 0.150000 train= 0.019444
rnd 826: wh-err= 0.999815 th-err= 0.024950 dev= nan test= 0.150000 train= 0.019444
rnd 827: wh-err= 0.999815 th-err= 0.024945 dev= nan test= 0.150000 train= 0.019444
rnd 828: wh-err= 0.999816 th-err= 0.024941 dev= nan test= 0.150000 train= 0.019444
rnd 829: wh-err= 0.999816 th-err= 0.024936 dev= nan test= 0.150000 train= 0.019444
rnd 830: wh-err= 0.999816 th-err= 0.024932 dev= nan test= 0.150000 train= 0.019444
rnd 831: wh-err= 0.999816 th-err= 0.024927 dev= nan test= 0.150000 train= 0.019444
rnd 832: wh-err= 0.999817 th-err= 0.024922 dev= nan test= 0.150000 train= 0.019444
rnd 833: wh-err= 0.999817 th-err= 0.024918 dev= nan test= 0.150000 train= 0.019444
rnd 834: wh-err= 0.999817 th-err= 0.024913 dev= nan test= 0.150000 train= 0.019444
rnd 835: wh-err= 0.999818 th-err= 0.024909 dev= nan test= 0.150000 train= 0.019444
rnd 836: wh-err= 0.999818 th-err= 0.024904 dev= nan test= 0.150000 train= 0.019444
rnd 837: wh-err= 0.999818 th-err= 0.024900 dev= nan test= 0.150000 train= 0.019444
rnd 838: wh-err= 0.999818 th-err= 0.024895 dev= nan test= 0.150000 train= 0.019444
rnd 839: wh-err= 0.999818 th-err= 0.024891 dev= nan test= 0.150000 train= 0.019444
rnd 840: wh-err= 0.999818 th-err= 0.024886 dev= nan test= 0.150000 train= 0.019444
rnd 841: wh-err= 0.999818 th-err= 0.024882 dev= nan test= 0.150000 train= 0.019444
rnd 842: wh-err= 0.999818 th-err= 0.024877 dev= nan test= 0.150000 train= 0.019444
rnd 843: wh-err= 0.999819 th-err= 0.024872 dev= nan test= 0.150000 train= 0.019444
rnd 844: wh-err= 0.999819 th-err= 0.024868 dev= nan test= 0.150000 train= 0.019444
rnd 845: wh-err= 0.999820 th-err= 0.024863 dev= nan test= 0.150000 train= 0.019444
rnd 846: wh-err= 0.999820 th-err= 0.024859 dev= nan test= 0.150000 train= 0.019444
rnd 847: wh-err= 0.999820 th-err= 0.024855 dev= nan test= 0.150000 train= 0.019444
rnd 848: wh-err= 0.999821 th-err= 0.024850 dev= nan test= 0.150000 train= 0.019444
rnd 849: wh-err= 0.999821 th-err= 0.024846 dev= nan test= 0.150000 train= 0.019444
rnd 850: wh-err= 0.999821 th-err= 0.024841 dev= nan test= 0.150000 train= 0.019444
rnd 851: wh-err= 0.999821 th-err= 0.024837 dev= nan test= 0.150000 train= 0.019444
rnd 852: wh-err= 0.999822 th-err= 0.024832 dev= nan test= 0.150000 train= 0.019444
rnd 853: wh-err= 0.999822 th-err= 0.024828 dev= nan test= 0.150000 train= 0.019444
rnd 854: wh-err= 0.999822 th-err= 0.024823 dev= nan test= 0.150000 train= 0.019444
rnd 855: wh-err= 0.999822 th-err= 0.024819 dev= nan test= 0.150000 train= 0.019444
rnd 856: wh-err= 0.999823 th-err= 0.024815 dev= nan test= 0.150000 train= 0.019444
rnd 857: wh-err= 0.999823 th-err= 0.024810 dev= nan test= 0.150000 train= 0.019444
rnd 858: wh-err= 0.999824 th-err= 0.024806 dev= nan test= 0.150000 train= 0.019444
rnd 859: wh-err= 0.999824 th-err= 0.024802 dev= nan test= 0.150000 train= 0.019444
rnd 860: wh-err= 0.999824 th-err= 0.024797 dev= nan test= 0.150000 train= 0.019444
rnd 861: wh-err= 0.999824 th-err= 0.024793 dev= nan test= 0.150000 train= 0.019444
rnd 862: wh-err= 0.999824 th-err= 0.024788 dev= nan test= 0.150000 train= 0.019444
rnd 863: wh-err= 0.999824 th-err= 0.024784 dev= nan test= 0.150000 train= 0.019444
rnd 864: wh-err= 0.999824 th-err= 0.024780 dev= nan test= 0.150000 train= 0.019444
rnd 865: wh-err= 0.999824 th-err= 0.024775 dev= nan test= 0.150000 train= 0.019444
rnd 866: wh-err= 0.999825 th-err= 0.024771 dev= nan test= 0.150000 train= 0.019444
rnd 867: wh-err= 0.999825 th-err= 0.024767 dev= nan test= 0.150000 train= 0.019444
rnd 868: wh-err= 0.999824 th-err= 0.024762 dev= nan test= 0.150000 train= 0.019444
rnd 869: wh-err= 0.999826 th-err= 0.024758 dev= nan test= 0.150000 train= 0.019444
rnd 870: wh-err= 0.999827 th-err= 0.024754 dev= nan test= 0.150000 train= 0.019444
rnd 871: wh-err= 0.999827 th-err= 0.024749 dev= nan test= 0.150000 train= 0.019444
rnd 872: wh-err= 0.999827 th-err= 0.024745 dev= nan test= 0.150000 train= 0.019444
rnd 873: wh-err= 0.999827 th-err= 0.024741 dev= nan test= 0.150000 train= 0.019444
rnd 874: wh-err= 0.999827 th-err= 0.024737 dev= nan test= 0.150000 train= 0.019444
rnd 875: wh-err= 0.999827 th-err= 0.024732 dev= nan test= 0.150000 train= 0.019444
rnd 876: wh-err= 0.999828 th-err= 0.024728 dev= nan test= 0.150000 train= 0.019444
rnd 877: wh-err= 0.999828 th-err= 0.024724 dev= nan test= 0.150000 train= 0.019444
rnd 878: wh-err= 0.999828 th-err= 0.024720 dev= nan test= 0.150000 train= 0.019444
rnd 879: wh-err= 0.999828 th-err= 0.024715 dev= nan test= 0.150000 train= 0.019444
rnd 880: wh-err= 0.999828 th-err= 0.024711 dev= nan test= 0.150000 train= 0.019444
rnd 881: wh-err= 0.999829 th-err= 0.024707 dev= nan test= 0.150000 train= 0.019444
rnd 882: wh-err= 0.999829 th-err= 0.024703 dev= nan test= 0.150000 train= 0.019444
rnd 883: wh-err= 0.999829 th-err= 0.024698 dev= nan test= 0.150000 train= 0.019444
rnd 884: wh-err= 0.999829 th-err= 0.024694 dev= nan test= 0.150000 train= 0.019444
rnd 885: wh-err= 0.999830 th-err= 0.024690 dev= nan test= 0.150000 train= 0.019444
rnd 886: wh-err= 0.999830 th-err= 0.024686 dev= nan test= 0.150000 train= 0.019444
rnd 887: wh-err= 0.999830 th-err= 0.024682 dev= nan test= 0.150000 train= 0.019444
rnd 888: wh-err= 0.999830 th-err= 0.024677 dev= nan test= 0.150000 train= 0.019444
rnd 889: wh-err= 0.999831 th-err= 0.024673 dev= nan test= 0.150000 train= 0.019444
rnd 890: wh-err= 0.999831 th-err= 0.024669 dev= nan test= 0.150000 train= 0.019444
rnd 891: wh-err= 0.999831 th-err= 0.024665 dev= nan test= 0.150000 train= 0.019444
rnd 892: wh-err= 0.999831 th-err= 0.024661 dev= nan test= 0.150000 train= 0.019444
rnd 893: wh-err= 0.999831 th-err= 0.024657 dev= nan test= 0.150000 train= 0.019444
rnd 894: wh-err= 0.999831 th-err= 0.024652 dev= nan test= 0.150000 train= 0.019444
rnd 895: wh-err= 0.999831 th-err= 0.024648 dev= nan test= 0.150000 train= 0.019444
rnd 896: wh-err= 0.999832 th-err= 0.024644 dev= nan test= 0.150000 train= 0.019444
rnd 897: wh-err= 0.999832 th-err= 0.024640 dev= nan test= 0.150000 train= 0.019444
rnd 898: wh-err= 0.999833 th-err= 0.024636 dev= nan test= 0.150000 train= 0.019444
rnd 899: wh-err= 0.999833 th-err= 0.024632 dev= nan test= 0.150000 train= 0.019444
rnd 900: wh-err= 0.999833 th-err= 0.024628 dev= nan test= 0.150000 train= 0.019444
rnd 901: wh-err= 0.999833 th-err= 0.024623 dev= nan test= 0.150000 train= 0.019444
rnd 902: wh-err= 0.999833 th-err= 0.024619 dev= nan test= 0.150000 train= 0.019444
rnd 903: wh-err= 0.999834 th-err= 0.024615 dev= nan test= 0.150000 train= 0.019444
rnd 904: wh-err= 0.999834 th-err= 0.024611 dev= nan test= 0.150000 train= 0.019444
rnd 905: wh-err= 0.999834 th-err= 0.024607 dev= nan test= 0.150000 train= 0.019444
rnd 906: wh-err= 0.999834 th-err= 0.024603 dev= nan test= 0.150000 train= 0.019444
rnd 907: wh-err= 0.999834 th-err= 0.024599 dev= nan test= 0.150000 train= 0.019444
rnd 908: wh-err= 0.999834 th-err= 0.024595 dev= nan test= 0.150000 train= 0.019444
rnd 909: wh-err= 0.999834 th-err= 0.024591 dev= nan test= 0.150000 train= 0.019444
rnd 910: wh-err= 0.999834 th-err= 0.024587 dev= nan test= 0.150000 train= 0.019444
rnd 911: wh-err= 0.999835 th-err= 0.024583 dev= nan test= 0.150000 train= 0.019444
rnd 912: wh-err= 0.999835 th-err= 0.024579 dev= nan test= 0.150000 train= 0.019444
rnd 913: wh-err= 0.999835 th-err= 0.024575 dev= nan test= 0.150000 train= 0.019444
rnd 914: wh-err= 0.999835 th-err= 0.024571 dev= nan test= 0.150000 train= 0.019444
rnd 915: wh-err= 0.999835 th-err= 0.024566 dev= nan test= 0.150000 train= 0.019444
rnd 916: wh-err= 0.999836 th-err= 0.024562 dev= nan test= 0.150000 train= 0.019444
rnd 917: wh-err= 0.999836 th-err= 0.024558 dev= nan test= 0.150000 train= 0.019444
rnd 918: wh-err= 0.999836 th-err= 0.024554 dev= nan test= 0.150000 train= 0.019444
rnd 919: wh-err= 0.999836 th-err= 0.024550 dev= nan test= 0.150000 train= 0.019444
rnd 920: wh-err= 0.999836 th-err= 0.024546 dev= nan test= 0.150000 train= 0.019444
rnd 921: wh-err= 0.999837 th-err= 0.024542 dev= nan test= 0.150000 train= 0.019444
rnd 922: wh-err= 0.999837 th-err= 0.024538 dev= nan test= 0.150000 train= 0.019444
rnd 923: wh-err= 0.999837 th-err= 0.024534 dev= nan test= 0.150000 train= 0.019444
rnd 924: wh-err= 0.999837 th-err= 0.024530 dev= nan test= 0.150000 train= 0.019444
rnd 925: wh-err= 0.999837 th-err= 0.024526 dev= nan test= 0.150000 train= 0.019444
rnd 926: wh-err= 0.999837 th-err= 0.024522 dev= nan test= 0.150000 train= 0.019444
rnd 927: wh-err= 0.999837 th-err= 0.024518 dev= nan test= 0.150000 train= 0.019444
rnd 928: wh-err= 0.999837 th-err= 0.024514 dev= nan test= 0.150000 train= 0.019444
rnd 929: wh-err= 0.999838 th-err= 0.024510 dev= nan test= 0.150000 train= 0.019444
rnd 930: wh-err= 0.999838 th-err= 0.024506 dev= nan test= 0.150000 train= 0.019444
rnd 931: wh-err= 0.999838 th-err= 0.024502 dev= nan test= 0.150000 train= 0.019444
rnd 932: wh-err= 0.999838 th-err= 0.024498 dev= nan test= 0.150000 train= 0.019444
rnd 933: wh-err= 0.999838 th-err= 0.024495 dev= nan test= 0.150000 train= 0.019444
rnd 934: wh-err= 0.999839 th-err= 0.024491 dev= nan test= 0.150000 train= 0.019444
rnd 935: wh-err= 0.999839 th-err= 0.024487 dev= nan test= 0.150000 train= 0.019444
rnd 936: wh-err= 0.999839 th-err= 0.024483 dev= nan test= 0.150000 train= 0.019444
rnd 937: wh-err= 0.999839 th-err= 0.024479 dev= nan test= 0.150000 train= 0.019444
rnd 938: wh-err= 0.999839 th-err= 0.024475 dev= nan test= 0.150000 train= 0.019444
rnd 939: wh-err= 0.999839 th-err= 0.024471 dev= nan test= 0.150000 train= 0.019444
rnd 940: wh-err= 0.999839 th-err= 0.024467 dev= nan test= 0.150000 train= 0.019444
rnd 941: wh-err= 0.999839 th-err= 0.024463 dev= nan test= 0.150000 train= 0.019444
rnd 942: wh-err= 0.999840 th-err= 0.024459 dev= nan test= 0.150000 train= 0.019444
rnd 943: wh-err= 0.999840 th-err= 0.024455 dev= nan test= 0.150000 train= 0.019444
rnd 944: wh-err= 0.999840 th-err= 0.024451 dev= nan test= 0.150000 train= 0.019444
rnd 945: wh-err= 0.999840 th-err= 0.024447 dev= nan test= 0.150000 train= 0.019444
rnd 946: wh-err= 0.999840 th-err= 0.024443 dev= nan test= 0.150000 train= 0.019444
rnd 947: wh-err= 0.999840 th-err= 0.024440 dev= nan test= 0.150000 train= 0.019444
rnd 948: wh-err= 0.999840 th-err= 0.024436 dev= nan test= 0.150000 train= 0.019444
rnd 949: wh-err= 0.999841 th-err= 0.024432 dev= nan test= 0.150000 train= 0.019444
rnd 950: wh-err= 0.999841 th-err= 0.024428 dev= nan test= 0.150000 train= 0.019444
rnd 951: wh-err= 0.999841 th-err= 0.024424 dev= nan test= 0.150000 train= 0.019444
rnd 952: wh-err= 0.999841 th-err= 0.024420 dev= nan test= 0.150000 train= 0.019444
rnd 953: wh-err= 0.999841 th-err= 0.024416 dev= nan test= 0.150000 train= 0.019444
rnd 954: wh-err= 0.999841 th-err= 0.024412 dev= nan test= 0.150000 train= 0.019444
rnd 955: wh-err= 0.999841 th-err= 0.024408 dev= nan test= 0.150000 train= 0.019444
rnd 956: wh-err= 0.999842 th-err= 0.024405 dev= nan test= 0.150000 train= 0.019444
rnd 957: wh-err= 0.999842 th-err= 0.024401 dev= nan test= 0.150000 train= 0.019444
rnd 958: wh-err= 0.999842 th-err= 0.024397 dev= nan test= 0.150000 train= 0.019444
rnd 959: wh-err= 0.999843 th-err= 0.024393 dev= nan test= 0.150000 train= 0.019444
rnd 960: wh-err= 0.999843 th-err= 0.024389 dev= nan test= 0.150000 train= 0.019444
rnd 961: wh-err= 0.999843 th-err= 0.024385 dev= nan test= 0.150000 train= 0.019444
rnd 962: wh-err= 0.999843 th-err= 0.024382 dev= nan test= 0.150000 train= 0.019444
rnd 963: wh-err= 0.999834 th-err= 0.024378 dev= nan test= 0.150000 train= 0.019444
rnd 964: wh-err= 0.999838 th-err= 0.024374 dev= nan test= 0.150000 train= 0.019444
rnd 965: wh-err= 0.999840 th-err= 0.024370 dev= nan test= 0.150000 train= 0.019444
rnd 966: wh-err= 0.999800 th-err= 0.024365 dev= nan test= 0.150000 train= 0.019444
rnd 967: wh-err= 0.999814 th-err= 0.024360 dev= nan test= 0.150000 train= 0.019444
rnd 968: wh-err= 0.999820 th-err= 0.024356 dev= nan test= 0.150000 train= 0.019444
rnd 969: wh-err= 0.999826 th-err= 0.024352 dev= nan test= 0.150000 train= 0.019444
rnd 970: wh-err= 0.999828 th-err= 0.024347 dev= nan test= 0.150000 train= 0.019444
rnd 971: wh-err= 0.999828 th-err= 0.024343 dev= nan test= 0.150000 train= 0.019444
rnd 972: wh-err= 0.999831 th-err= 0.024339 dev= nan test= 0.150000 train= 0.019444
rnd 973: wh-err= 0.999820 th-err= 0.024335 dev= nan test= 0.150000 train= 0.019444
rnd 974: wh-err= 0.999833 th-err= 0.024331 dev= nan test= 0.150000 train= 0.019444
rnd 975: wh-err= 0.999833 th-err= 0.024327 dev= nan test= 0.150000 train= 0.019444
rnd 976: wh-err= 0.999834 th-err= 0.024323 dev= nan test= 0.150000 train= 0.019444
rnd 977: wh-err= 0.999835 th-err= 0.024319 dev= nan test= 0.150000 train= 0.019444
rnd 978: wh-err= 0.999835 th-err= 0.024315 dev= nan test= 0.150000 train= 0.019444
rnd 979: wh-err= 0.999836 th-err= 0.024311 dev= nan test= 0.150000 train= 0.019444
rnd 980: wh-err= 0.999842 th-err= 0.024307 dev= nan test= 0.150000 train= 0.019444
rnd 981: wh-err= 0.999843 th-err= 0.024303 dev= nan test= 0.150000 train= 0.019444
rnd 982: wh-err= 0.999844 th-err= 0.024299 dev= nan test= 0.150000 train= 0.019444
rnd 983: wh-err= 0.999844 th-err= 0.024295 dev= nan test= 0.150000 train= 0.019444
rnd 984: wh-err= 0.999845 th-err= 0.024292 dev= nan test= 0.150000 train= 0.019444
rnd 985: wh-err= 0.999845 th-err= 0.024288 dev= nan test= 0.150000 train= 0.019444
rnd 986: wh-err= 0.999845 th-err= 0.024284 dev= nan test= 0.150000 train= 0.019444
rnd 987: wh-err= 0.999846 th-err= 0.024280 dev= nan test= 0.150000 train= 0.019444
rnd 988: wh-err= 0.999846 th-err= 0.024277 dev= nan test= 0.150000 train= 0.019444
rnd 989: wh-err= 0.999846 th-err= 0.024273 dev= nan test= 0.150000 train= 0.019444
rnd 990: wh-err= 0.999846 th-err= 0.024269 dev= nan test= 0.150000 train= 0.019444
rnd 991: wh-err= 0.999846 th-err= 0.024265 dev= nan test= 0.150000 train= 0.019444
rnd 992: wh-err= 0.999847 th-err= 0.024262 dev= nan test= 0.150000 train= 0.019444
rnd 993: wh-err= 0.999847 th-err= 0.024258 dev= nan test= 0.150000 train= 0.019444
rnd 994: wh-err= 0.999847 th-err= 0.024254 dev= nan test= 0.150000 train= 0.019444
rnd 995: wh-err= 0.999848 th-err= 0.024250 dev= nan test= 0.150000 train= 0.019444
rnd 996: wh-err= 0.999848 th-err= 0.024247 dev= nan test= 0.150000 train= 0.019444
rnd 997: wh-err= 0.999848 th-err= 0.024243 dev= nan test= 0.150000 train= 0.019444
rnd 998: wh-err= 0.999849 th-err= 0.024239 dev= nan test= 0.150000 train= 0.019444
rnd 999: wh-err= 0.999849 th-err= 0.024236 dev= nan test= 0.150000 train= 0.019444
rnd 1000: wh-err= 0.999849 th-err= 0.024232 dev= nan test= 0.150000 train= 0.019444
