rnd 1: wh-err= 0.887700 th-err= 0.887700 dev= nan test= 0.375000 train= 0.283333
rnd 2: wh-err= 0.928577 th-err= 0.824297 dev= nan test= 0.300000 train= 0.272222
rnd 3: wh-err= 0.935151 th-err= 0.770842 dev= nan test= 0.225000 train= 0.238889
rnd 4: wh-err= 0.938501 th-err= 0.723436 dev= nan test= 0.225000 train= 0.227778
rnd 5: wh-err= 0.941204 th-err= 0.680901 dev= nan test= 0.225000 train= 0.205556
rnd 6: wh-err= 0.951690 th-err= 0.648006 dev= nan test= 0.225000 train= 0.194444
rnd 7: wh-err= 0.951779 th-err= 0.616759 dev= nan test= 0.250000 train= 0.180556
rnd 8: wh-err= 0.948594 th-err= 0.585053 dev= nan test= 0.250000 train= 0.172222
rnd 9: wh-err= 0.956329 th-err= 0.559504 dev= nan test= 0.225000 train= 0.163889
rnd 10: wh-err= 0.955233 th-err= 0.534456 dev= nan test= 0.200000 train= 0.152778
rnd 11: wh-err= 0.957106 th-err= 0.511531 dev= nan test= 0.225000 train= 0.144444
rnd 12: wh-err= 0.943297 th-err= 0.482526 dev= nan test= 0.225000 train= 0.141667
rnd 13: wh-err= 0.948713 th-err= 0.457778 dev= nan test= 0.225000 train= 0.127778
rnd 14: wh-err= 0.953279 th-err= 0.436390 dev= nan test= 0.250000 train= 0.125000
rnd 15: wh-err= 0.956934 th-err= 0.417597 dev= nan test= 0.225000 train= 0.116667
rnd 16: wh-err= 0.954419 th-err= 0.398563 dev= nan test= 0.250000 train= 0.111111
rnd 17: wh-err= 0.943277 th-err= 0.375955 dev= nan test= 0.250000 train= 0.100000
rnd 18: wh-err= 0.959700 th-err= 0.360804 dev= nan test= 0.225000 train= 0.094444
rnd 19: wh-err= 0.961063 th-err= 0.346755 dev= nan test= 0.275000 train= 0.088889
rnd 20: wh-err= 0.957427 th-err= 0.331993 dev= nan test= 0.275000 train= 0.083333
rnd 21: wh-err= 0.963106 th-err= 0.319744 dev= nan test= 0.250000 train= 0.080556
rnd 22: wh-err= 0.949713 th-err= 0.303665 dev= nan test= 0.300000 train= 0.075000
rnd 23: wh-err= 0.962807 th-err= 0.292371 dev= nan test= 0.275000 train= 0.061111
rnd 24: wh-err= 0.963451 th-err= 0.281685 dev= nan test= 0.250000 train= 0.072222
rnd 25: wh-err= 0.964756 th-err= 0.271758 dev= nan test= 0.275000 train= 0.072222
rnd 26: wh-err= 0.964296 th-err= 0.262055 dev= nan test= 0.275000 train= 0.063889
rnd 27: wh-err= 0.960329 th-err= 0.251659 dev= nan test= 0.175000 train= 0.050000
rnd 28: wh-err= 0.956651 th-err= 0.240750 dev= nan test= 0.175000 train= 0.041667
rnd 29: wh-err= 0.966961 th-err= 0.232796 dev= nan test= 0.175000 train= 0.038889
rnd 30: wh-err= 0.964391 th-err= 0.224506 dev= nan test= 0.175000 train= 0.044444
rnd 31: wh-err= 0.966210 th-err= 0.216920 dev= nan test= 0.175000 train= 0.047222
rnd 32: wh-err= 0.969054 th-err= 0.210207 dev= nan test= 0.200000 train= 0.041667
rnd 33: wh-err= 0.972649 th-err= 0.204458 dev= nan test= 0.200000 train= 0.041667
rnd 34: wh-err= 0.970047 th-err= 0.198334 dev= nan test= 0.225000 train= 0.033333
rnd 35: wh-err= 0.963395 th-err= 0.191074 dev= nan test= 0.175000 train= 0.030556
rnd 36: wh-err= 0.964864 th-err= 0.184360 dev= nan test= 0.200000 train= 0.030556
rnd 37: wh-err= 0.964034 th-err= 0.177729 dev= nan test= 0.175000 train= 0.027778
rnd 38: wh-err= 0.969570 th-err= 0.172321 dev= nan test= 0.150000 train= 0.019444
rnd 39: wh-err= 0.972222 th-err= 0.167534 dev= nan test= 0.175000 train= 0.025000
rnd 40: wh-err= 0.971638 th-err= 0.162783 dev= nan test= 0.175000 train= 0.022222
rnd 41: wh-err= 0.973345 th-err= 0.158444 dev= nan test= 0.150000 train= 0.019444
rnd 42: wh-err= 0.971803 th-err= 0.153976 dev= nan test= 0.175000 train= 0.019444
rnd 43: wh-err= 0.971393 th-err= 0.149571 dev= nan test= 0.225000 train= 0.022222
rnd 44: wh-err= 0.966115 th-err= 0.144503 dev= nan test= 0.200000 train= 0.019444
rnd 45: wh-err= 0.970050 th-err= 0.140175 dev= nan test= 0.225000 train= 0.019444
rnd 46: wh-err= 0.973959 th-err= 0.136525 dev= nan test= 0.200000 train= 0.019444
rnd 47: wh-err= 0.971559 th-err= 0.132642 dev= nan test= 0.225000 train= 0.019444
rnd 48: wh-err= 0.974899 th-err= 0.129313 dev= nan test= 0.225000 train= 0.019444
rnd 49: wh-err= 0.973938 th-err= 0.125942 dev= nan test= 0.200000 train= 0.019444
rnd 50: wh-err= 0.973940 th-err= 0.122660 dev= nan test= 0.200000 train= 0.019444
rnd 51: wh-err= 0.975372 th-err= 0.119639 dev= nan test= 0.175000 train= 0.019444
rnd 52: wh-err= 0.972646 th-err= 0.116367 dev= nan test= 0.175000 train= 0.019444
rnd 53: wh-err= 0.971556 th-err= 0.113057 dev= nan test= 0.175000 train= 0.019444
rnd 54: wh-err= 0.975372 th-err= 0.110273 dev= nan test= 0.175000 train= 0.019444
rnd 55: wh-err= 0.975232 th-err= 0.107542 dev= nan test= 0.175000 train= 0.019444
rnd 56: wh-err= 0.976389 th-err= 0.105002 dev= nan test= 0.175000 train= 0.019444
rnd 57: wh-err= 0.977613 th-err= 0.102652 dev= nan test= 0.175000 train= 0.019444
rnd 58: wh-err= 0.977516 th-err= 0.100344 dev= nan test= 0.175000 train= 0.019444
rnd 59: wh-err= 0.977295 th-err= 0.098065 dev= nan test= 0.175000 train= 0.019444
rnd 60: wh-err= 0.977824 th-err= 0.095891 dev= nan test= 0.175000 train= 0.019444
rnd 61: wh-err= 0.979441 th-err= 0.093919 dev= nan test= 0.175000 train= 0.019444
rnd 62: wh-err= 0.979446 th-err= 0.091989 dev= nan test= 0.200000 train= 0.019444
rnd 63: wh-err= 0.976927 th-err= 0.089866 dev= nan test= 0.175000 train= 0.019444
rnd 64: wh-err= 0.977837 th-err= 0.087875 dev= nan test= 0.175000 train= 0.019444
rnd 65: wh-err= 0.978989 th-err= 0.086028 dev= nan test= 0.175000 train= 0.019444
rnd 66: wh-err= 0.982834 th-err= 0.084552 dev= nan test= 0.175000 train= 0.019444
rnd 67: wh-err= 0.982846 th-err= 0.083101 dev= nan test= 0.175000 train= 0.019444
rnd 68: wh-err= 0.982263 th-err= 0.081627 dev= nan test= 0.175000 train= 0.019444
rnd 69: wh-err= 0.977868 th-err= 0.079821 dev= nan test= 0.175000 train= 0.019444
rnd 70: wh-err= 0.981726 th-err= 0.078362 dev= nan test= 0.175000 train= 0.019444
rnd 71: wh-err= 0.982792 th-err= 0.077014 dev= nan test= 0.175000 train= 0.019444
rnd 72: wh-err= 0.981574 th-err= 0.075595 dev= nan test= 0.175000 train= 0.019444
rnd 73: wh-err= 0.980974 th-err= 0.074156 dev= nan test= 0.175000 train= 0.019444
rnd 74: wh-err= 0.982170 th-err= 0.072834 dev= nan test= 0.175000 train= 0.019444
rnd 75: wh-err= 0.982523 th-err= 0.071561 dev= nan test= 0.175000 train= 0.019444
rnd 76: wh-err= 0.983191 th-err= 0.070358 dev= nan test= 0.175000 train= 0.019444
rnd 77: wh-err= 0.981526 th-err= 0.069058 dev= nan test= 0.175000 train= 0.019444
rnd 78: wh-err= 0.984954 th-err= 0.068019 dev= nan test= 0.175000 train= 0.019444
rnd 79: wh-err= 0.985136 th-err= 0.067008 dev= nan test= 0.175000 train= 0.019444
rnd 80: wh-err= 0.985965 th-err= 0.066068 dev= nan test= 0.175000 train= 0.019444
rnd 81: wh-err= 0.978590 th-err= 0.064653 dev= nan test= 0.175000 train= 0.019444
rnd 82: wh-err= 0.985351 th-err= 0.063706 dev= nan test= 0.175000 train= 0.019444
rnd 83: wh-err= 0.985751 th-err= 0.062799 dev= nan test= 0.175000 train= 0.019444
rnd 84: wh-err= 0.986001 th-err= 0.061919 dev= nan test= 0.175000 train= 0.019444
rnd 85: wh-err= 0.986085 th-err= 0.061058 dev= nan test= 0.175000 train= 0.019444
rnd 86: wh-err= 0.986521 th-err= 0.060235 dev= nan test= 0.175000 train= 0.019444
rnd 87: wh-err= 0.987122 th-err= 0.059459 dev= nan test= 0.175000 train= 0.019444
rnd 88: wh-err= 0.986996 th-err= 0.058686 dev= nan test= 0.175000 train= 0.019444
rnd 89: wh-err= 0.986862 th-err= 0.057915 dev= nan test= 0.175000 train= 0.019444
rnd 90: wh-err= 0.985590 th-err= 0.057080 dev= nan test= 0.175000 train= 0.019444
rnd 91: wh-err= 0.986430 th-err= 0.056306 dev= nan test= 0.175000 train= 0.019444
rnd 92: wh-err= 0.986730 th-err= 0.055559 dev= nan test= 0.175000 train= 0.019444
rnd 93: wh-err= 0.987065 th-err= 0.054840 dev= nan test= 0.175000 train= 0.019444
rnd 94: wh-err= 0.987775 th-err= 0.054170 dev= nan test= 0.175000 train= 0.019444
rnd 95: wh-err= 0.987443 th-err= 0.053489 dev= nan test= 0.175000 train= 0.019444
rnd 96: wh-err= 0.986020 th-err= 0.052742 dev= nan test= 0.175000 train= 0.019444
rnd 97: wh-err= 0.988548 th-err= 0.052138 dev= nan test= 0.150000 train= 0.019444
rnd 98: wh-err= 0.988699 th-err= 0.051548 dev= nan test= 0.150000 train= 0.019444
rnd 99: wh-err= 0.989121 th-err= 0.050988 dev= nan test= 0.150000 train= 0.019444
rnd 100: wh-err= 0.989811 th-err= 0.050468 dev= nan test= 0.150000 train= 0.019444
rnd 101: wh-err= 0.989500 th-err= 0.049938 dev= nan test= 0.150000 train= 0.019444
rnd 102: wh-err= 0.989916 th-err= 0.049435 dev= nan test= 0.150000 train= 0.019444
rnd 103: wh-err= 0.990186 th-err= 0.048949 dev= nan test= 0.150000 train= 0.019444
rnd 104: wh-err= 0.990127 th-err= 0.048466 dev= nan test= 0.150000 train= 0.019444
rnd 105: wh-err= 0.990454 th-err= 0.048004 dev= nan test= 0.150000 train= 0.019444
rnd 106: wh-err= 0.989875 th-err= 0.047517 dev= nan test= 0.150000 train= 0.019444
rnd 107: wh-err= 0.988615 th-err= 0.046976 dev= nan test= 0.175000 train= 0.019444
rnd 108: wh-err= 0.991038 th-err= 0.046556 dev= nan test= 0.175000 train= 0.019444
rnd 109: wh-err= 0.991662 th-err= 0.046167 dev= nan test= 0.175000 train= 0.019444
rnd 110: wh-err= 0.991977 th-err= 0.045797 dev= nan test= 0.175000 train= 0.019444
rnd 111: wh-err= 0.992413 th-err= 0.045449 dev= nan test= 0.175000 train= 0.019444
rnd 112: wh-err= 0.992747 th-err= 0.045120 dev= nan test= 0.175000 train= 0.019444
rnd 113: wh-err= 0.991915 th-err= 0.044755 dev= nan test= 0.175000 train= 0.019444
rnd 114: wh-err= 0.991837 th-err= 0.044390 dev= nan test= 0.175000 train= 0.019444
rnd 115: wh-err= 0.992767 th-err= 0.044069 dev= nan test= 0.175000 train= 0.019444
rnd 116: wh-err= 0.993163 th-err= 0.043767 dev= nan test= 0.175000 train= 0.019444
rnd 117: wh-err= 0.993260 th-err= 0.043472 dev= nan test= 0.175000 train= 0.019444
rnd 118: wh-err= 0.993206 th-err= 0.043177 dev= nan test= 0.175000 train= 0.019444
rnd 119: wh-err= 0.993214 th-err= 0.042884 dev= nan test= 0.175000 train= 0.019444
rnd 120: wh-err= 0.992660 th-err= 0.042569 dev= nan test= 0.175000 train= 0.019444
rnd 121: wh-err= 0.993398 th-err= 0.042288 dev= nan test= 0.150000 train= 0.019444
rnd 122: wh-err= 0.993176 th-err= 0.042000 dev= nan test= 0.150000 train= 0.019444
rnd 123: wh-err= 0.993203 th-err= 0.041714 dev= nan test= 0.150000 train= 0.019444
rnd 124: wh-err= 0.994558 th-err= 0.041487 dev= nan test= 0.150000 train= 0.019444
rnd 125: wh-err= 0.994601 th-err= 0.041263 dev= nan test= 0.150000 train= 0.019444
rnd 126: wh-err= 0.994715 th-err= 0.041045 dev= nan test= 0.150000 train= 0.019444
rnd 127: wh-err= 0.994713 th-err= 0.040828 dev= nan test= 0.150000 train= 0.019444
rnd 128: wh-err= 0.994717 th-err= 0.040612 dev= nan test= 0.150000 train= 0.019444
rnd 129: wh-err= 0.994719 th-err= 0.040398 dev= nan test= 0.150000 train= 0.019444
rnd 130: wh-err= 0.994787 th-err= 0.040187 dev= nan test= 0.150000 train= 0.019444
rnd 131: wh-err= 0.994839 th-err= 0.039980 dev= nan test= 0.150000 train= 0.019444
rnd 132: wh-err= 0.994927 th-err= 0.039777 dev= nan test= 0.150000 train= 0.019444
rnd 133: wh-err= 0.994688 th-err= 0.039566 dev= nan test= 0.150000 train= 0.019444
rnd 134: wh-err= 0.994942 th-err= 0.039366 dev= nan test= 0.150000 train= 0.019444
rnd 135: wh-err= 0.995053 th-err= 0.039171 dev= nan test= 0.150000 train= 0.019444
rnd 136: wh-err= 0.995166 th-err= 0.038982 dev= nan test= 0.150000 train= 0.019444
rnd 137: wh-err= 0.995320 th-err= 0.038799 dev= nan test= 0.150000 train= 0.019444
rnd 138: wh-err= 0.995239 th-err= 0.038614 dev= nan test= 0.150000 train= 0.019444
rnd 139: wh-err= 0.995236 th-err= 0.038430 dev= nan test= 0.150000 train= 0.019444
rnd 140: wh-err= 0.995957 th-err= 0.038275 dev= nan test= 0.125000 train= 0.019444
rnd 141: wh-err= 0.996024 th-err= 0.038123 dev= nan test= 0.125000 train= 0.019444
rnd 142: wh-err= 0.996091 th-err= 0.037974 dev= nan test= 0.125000 train= 0.019444
rnd 143: wh-err= 0.996078 th-err= 0.037825 dev= nan test= 0.125000 train= 0.019444
rnd 144: wh-err= 0.996064 th-err= 0.037676 dev= nan test= 0.125000 train= 0.019444
rnd 145: wh-err= 0.995931 th-err= 0.037523 dev= nan test= 0.100000 train= 0.019444
rnd 146: wh-err= 0.995409 th-err= 0.037350 dev= nan test= 0.100000 train= 0.019444
rnd 147: wh-err= 0.996069 th-err= 0.037204 dev= nan test= 0.100000 train= 0.019444
rnd 148: wh-err= 0.995794 th-err= 0.037047 dev= nan test= 0.100000 train= 0.019444
rnd 149: wh-err= 0.996054 th-err= 0.036901 dev= nan test= 0.100000 train= 0.019444
rnd 150: wh-err= 0.996152 th-err= 0.036759 dev= nan test= 0.100000 train= 0.019444
rnd 151: wh-err= 0.996219 th-err= 0.036620 dev= nan test= 0.125000 train= 0.019444
rnd 152: wh-err= 0.996400 th-err= 0.036488 dev= nan test= 0.125000 train= 0.019444
rnd 153: wh-err= 0.996091 th-err= 0.036346 dev= nan test= 0.125000 train= 0.019444
rnd 154: wh-err= 0.996332 th-err= 0.036212 dev= nan test= 0.125000 train= 0.019444
rnd 155: wh-err= 0.996233 th-err= 0.036076 dev= nan test= 0.125000 train= 0.019444
rnd 156: wh-err= 0.996319 th-err= 0.035943 dev= nan test= 0.125000 train= 0.019444
rnd 157: wh-err= 0.996485 th-err= 0.035817 dev= nan test= 0.125000 train= 0.019444
rnd 158: wh-err= 0.996566 th-err= 0.035694 dev= nan test= 0.125000 train= 0.019444
rnd 159: wh-err= 0.996808 th-err= 0.035580 dev= nan test= 0.125000 train= 0.019444
rnd 160: wh-err= 0.996919 th-err= 0.035470 dev= nan test= 0.125000 train= 0.019444
rnd 161: wh-err= 0.997016 th-err= 0.035364 dev= nan test= 0.125000 train= 0.019444
rnd 162: wh-err= 0.997115 th-err= 0.035262 dev= nan test= 0.125000 train= 0.019444
rnd 163: wh-err= 0.997223 th-err= 0.035164 dev= nan test= 0.125000 train= 0.019444
rnd 164: wh-err= 0.997227 th-err= 0.035067 dev= nan test= 0.125000 train= 0.019444
rnd 165: wh-err= 0.997219 th-err= 0.034969 dev= nan test= 0.150000 train= 0.019444
rnd 166: wh-err= 0.996875 th-err= 0.034860 dev= nan test= 0.125000 train= 0.019444
rnd 167: wh-err= 0.996996 th-err= 0.034755 dev= nan test= 0.125000 train= 0.019444
rnd 168: wh-err= 0.997351 th-err= 0.034663 dev= nan test= 0.125000 train= 0.019444
rnd 169: wh-err= 0.997491 th-err= 0.034576 dev= nan test= 0.125000 train= 0.019444
rnd 170: wh-err= 0.997530 th-err= 0.034491 dev= nan test= 0.125000 train= 0.019444
rnd 171: wh-err= 0.997541 th-err= 0.034406 dev= nan test= 0.125000 train= 0.019444
rnd 172: wh-err= 0.997545 th-err= 0.034322 dev= nan test= 0.125000 train= 0.019444
rnd 173: wh-err= 0.997579 th-err= 0.034239 dev= nan test= 0.125000 train= 0.019444
rnd 174: wh-err= 0.997664 th-err= 0.034159 dev= nan test= 0.125000 train= 0.019444
rnd 175: wh-err= 0.997714 th-err= 0.034080 dev= nan test= 0.125000 train= 0.019444
rnd 176: wh-err= 0.997814 th-err= 0.034006 dev= nan test= 0.125000 train= 0.019444
rnd 177: wh-err= 0.997854 th-err= 0.033933 dev= nan test= 0.125000 train= 0.019444
rnd 178: wh-err= 0.997966 th-err= 0.033864 dev= nan test= 0.125000 train= 0.019444
rnd 179: wh-err= 0.997971 th-err= 0.033795 dev= nan test= 0.125000 train= 0.019444
rnd 180: wh-err= 0.997991 th-err= 0.033727 dev= nan test= 0.125000 train= 0.019444
rnd 181: wh-err= 0.997968 th-err= 0.033659 dev= nan test= 0.125000 train= 0.019444
rnd 182: wh-err= 0.997940 th-err= 0.033589 dev= nan test= 0.125000 train= 0.019444
rnd 183: wh-err= 0.997438 th-err= 0.033503 dev= nan test= 0.125000 train= 0.019444
rnd 184: wh-err= 0.997637 th-err= 0.033424 dev= nan test= 0.125000 train= 0.019444
rnd 185: wh-err= 0.998023 th-err= 0.033358 dev= nan test= 0.125000 train= 0.019444
rnd 186: wh-err= 0.998061 th-err= 0.033293 dev= nan test= 0.125000 train= 0.019444
rnd 187: wh-err= 0.997738 th-err= 0.033218 dev= nan test= 0.125000 train= 0.019444
rnd 188: wh-err= 0.997972 th-err= 0.033151 dev= nan test= 0.125000 train= 0.019444
rnd 189: wh-err= 0.998073 th-err= 0.033087 dev= nan test= 0.125000 train= 0.019444
rnd 190: wh-err= 0.998211 th-err= 0.033028 dev= nan test= 0.100000 train= 0.019444
rnd 191: wh-err= 0.998230 th-err= 0.032969 dev= nan test= 0.100000 train= 0.019444
rnd 192: wh-err= 0.998257 th-err= 0.032912 dev= nan test= 0.100000 train= 0.019444
rnd 193: wh-err= 0.998296 th-err= 0.032856 dev= nan test= 0.100000 train= 0.019444
rnd 194: wh-err= 0.998327 th-err= 0.032801 dev= nan test= 0.100000 train= 0.019444
rnd 195: wh-err= 0.998329 th-err= 0.032746 dev= nan test= 0.100000 train= 0.019444
rnd 196: wh-err= 0.998349 th-err= 0.032692 dev= nan test= 0.100000 train= 0.019444
rnd 197: wh-err= 0.998416 th-err= 0.032640 dev= nan test= 0.100000 train= 0.019444
rnd 198: wh-err= 0.998437 th-err= 0.032589 dev= nan test= 0.100000 train= 0.019444
rnd 199: wh-err= 0.998451 th-err= 0.032539 dev= nan test= 0.100000 train= 0.019444
rnd 200: wh-err= 0.998456 th-err= 0.032488 dev= nan test= 0.100000 train= 0.019444
rnd 201: wh-err= 0.998496 th-err= 0.032439 dev= nan test= 0.100000 train= 0.019444
rnd 202: wh-err= 0.998520 th-err= 0.032391 dev= nan test= 0.100000 train= 0.019444
rnd 203: wh-err= 0.998570 th-err= 0.032345 dev= nan test= 0.100000 train= 0.019444
rnd 204: wh-err= 0.998574 th-err= 0.032299 dev= nan test= 0.100000 train= 0.019444
rnd 205: wh-err= 0.998575 th-err= 0.032253 dev= nan test= 0.100000 train= 0.019444
rnd 206: wh-err= 0.998593 th-err= 0.032208 dev= nan test= 0.100000 train= 0.019444
rnd 207: wh-err= 0.998603 th-err= 0.032163 dev= nan test= 0.100000 train= 0.019444
rnd 208: wh-err= 0.998623 th-err= 0.032118 dev= nan test= 0.100000 train= 0.019444
rnd 209: wh-err= 0.998643 th-err= 0.032075 dev= nan test= 0.100000 train= 0.019444
rnd 210: wh-err= 0.998681 th-err= 0.032032 dev= nan test= 0.100000 train= 0.019444
rnd 211: wh-err= 0.998688 th-err= 0.031990 dev= nan test= 0.100000 train= 0.019444
rnd 212: wh-err= 0.998694 th-err= 0.031949 dev= nan test= 0.100000 train= 0.019444
rnd 213: wh-err= 0.998703 th-err= 0.031907 dev= nan test= 0.100000 train= 0.019444
rnd 214: wh-err= 0.998704 th-err= 0.031866 dev= nan test= 0.100000 train= 0.019444
rnd 215: wh-err= 0.998705 th-err= 0.031825 dev= nan test= 0.100000 train= 0.019444
rnd 216: wh-err= 0.998736 th-err= 0.031784 dev= nan test= 0.100000 train= 0.019444
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rnd 220: wh-err= 0.998737 th-err= 0.031615 dev= nan test= 0.100000 train= 0.019444
rnd 221: wh-err= 0.998746 th-err= 0.031575 dev= nan test= 0.100000 train= 0.019444
rnd 222: wh-err= 0.998759 th-err= 0.031536 dev= nan test= 0.100000 train= 0.019444
rnd 223: wh-err= 0.998780 th-err= 0.031498 dev= nan test= 0.100000 train= 0.019444
rnd 224: wh-err= 0.998791 th-err= 0.031460 dev= nan test= 0.100000 train= 0.019444
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rnd 227: wh-err= 0.998802 th-err= 0.031347 dev= nan test= 0.100000 train= 0.019444
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rnd 269: wh-err= 0.999026 th-err= 0.029998 dev= nan test= 0.075000 train= 0.019444
rnd 270: wh-err= 0.999080 th-err= 0.029970 dev= nan test= 0.075000 train= 0.019444
rnd 271: wh-err= 0.999085 th-err= 0.029943 dev= nan test= 0.075000 train= 0.019444
rnd 272: wh-err= 0.999090 th-err= 0.029915 dev= nan test= 0.075000 train= 0.019444
rnd 273: wh-err= 0.999102 th-err= 0.029888 dev= nan test= 0.075000 train= 0.019444
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rnd 278: wh-err= 0.999175 th-err= 0.029762 dev= nan test= 0.100000 train= 0.019444
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rnd 280: wh-err= 0.999185 th-err= 0.029713 dev= nan test= 0.075000 train= 0.019444
rnd 281: wh-err= 0.999196 th-err= 0.029690 dev= nan test= 0.075000 train= 0.019444
rnd 282: wh-err= 0.999204 th-err= 0.029666 dev= nan test= 0.100000 train= 0.019444
rnd 283: wh-err= 0.999208 th-err= 0.029642 dev= nan test= 0.075000 train= 0.019444
rnd 284: wh-err= 0.999213 th-err= 0.029619 dev= nan test= 0.075000 train= 0.019444
rnd 285: wh-err= 0.999219 th-err= 0.029596 dev= nan test= 0.075000 train= 0.019444
rnd 286: wh-err= 0.999148 th-err= 0.029571 dev= nan test= 0.100000 train= 0.019444
rnd 287: wh-err= 0.999085 th-err= 0.029544 dev= nan test= 0.075000 train= 0.019444
rnd 288: wh-err= 0.999146 th-err= 0.029518 dev= nan test= 0.075000 train= 0.019444
rnd 289: wh-err= 0.998988 th-err= 0.029489 dev= nan test= 0.125000 train= 0.019444
rnd 290: wh-err= 0.999225 th-err= 0.029466 dev= nan test= 0.125000 train= 0.019444
rnd 291: wh-err= 0.999228 th-err= 0.029443 dev= nan test= 0.125000 train= 0.019444
rnd 292: wh-err= 0.999230 th-err= 0.029420 dev= nan test= 0.125000 train= 0.019444
rnd 293: wh-err= 0.999251 th-err= 0.029398 dev= nan test= 0.125000 train= 0.019444
rnd 294: wh-err= 0.999260 th-err= 0.029377 dev= nan test= 0.125000 train= 0.019444
rnd 295: wh-err= 0.999263 th-err= 0.029355 dev= nan test= 0.125000 train= 0.019444
rnd 296: wh-err= 0.999273 th-err= 0.029334 dev= nan test= 0.125000 train= 0.019444
rnd 297: wh-err= 0.999277 th-err= 0.029312 dev= nan test= 0.125000 train= 0.019444
rnd 298: wh-err= 0.999280 th-err= 0.029291 dev= nan test= 0.125000 train= 0.019444
rnd 299: wh-err= 0.999282 th-err= 0.029270 dev= nan test= 0.125000 train= 0.019444
rnd 300: wh-err= 0.999282 th-err= 0.029249 dev= nan test= 0.125000 train= 0.019444
rnd 301: wh-err= 0.999285 th-err= 0.029228 dev= nan test= 0.125000 train= 0.019444
rnd 302: wh-err= 0.999295 th-err= 0.029208 dev= nan test= 0.125000 train= 0.019444
rnd 303: wh-err= 0.999297 th-err= 0.029187 dev= nan test= 0.125000 train= 0.019444
rnd 304: wh-err= 0.999290 th-err= 0.029166 dev= nan test= 0.125000 train= 0.019444
rnd 305: wh-err= 0.999269 th-err= 0.029145 dev= nan test= 0.100000 train= 0.019444
rnd 306: wh-err= 0.999297 th-err= 0.029125 dev= nan test= 0.100000 train= 0.019444
rnd 307: wh-err= 0.999313 th-err= 0.029105 dev= nan test= 0.125000 train= 0.019444
rnd 308: wh-err= 0.999325 th-err= 0.029085 dev= nan test= 0.100000 train= 0.019444
rnd 309: wh-err= 0.999331 th-err= 0.029066 dev= nan test= 0.125000 train= 0.019444
rnd 310: wh-err= 0.999331 th-err= 0.029046 dev= nan test= 0.125000 train= 0.019444
rnd 311: wh-err= 0.999333 th-err= 0.029027 dev= nan test= 0.100000 train= 0.019444
rnd 312: wh-err= 0.999333 th-err= 0.029007 dev= nan test= 0.100000 train= 0.019444
rnd 313: wh-err= 0.999337 th-err= 0.028988 dev= nan test= 0.125000 train= 0.019444
rnd 314: wh-err= 0.999337 th-err= 0.028969 dev= nan test= 0.100000 train= 0.019444
rnd 315: wh-err= 0.999353 th-err= 0.028950 dev= nan test= 0.100000 train= 0.019444
rnd 316: wh-err= 0.999354 th-err= 0.028931 dev= nan test= 0.100000 train= 0.019444
rnd 317: wh-err= 0.999354 th-err= 0.028913 dev= nan test= 0.100000 train= 0.019444
rnd 318: wh-err= 0.999344 th-err= 0.028894 dev= nan test= 0.100000 train= 0.019444
rnd 319: wh-err= 0.999344 th-err= 0.028875 dev= nan test= 0.100000 train= 0.019444
rnd 320: wh-err= 0.999362 th-err= 0.028856 dev= nan test= 0.100000 train= 0.019444
rnd 321: wh-err= 0.999327 th-err= 0.028837 dev= nan test= 0.100000 train= 0.019444
rnd 322: wh-err= 0.999318 th-err= 0.028817 dev= nan test= 0.100000 train= 0.019444
rnd 323: wh-err= 0.999373 th-err= 0.028799 dev= nan test= 0.100000 train= 0.019444
rnd 324: wh-err= 0.999374 th-err= 0.028781 dev= nan test= 0.100000 train= 0.019444
rnd 325: wh-err= 0.999377 th-err= 0.028763 dev= nan test= 0.100000 train= 0.019444
rnd 326: wh-err= 0.999381 th-err= 0.028745 dev= nan test= 0.100000 train= 0.019444
rnd 327: wh-err= 0.999385 th-err= 0.028728 dev= nan test= 0.100000 train= 0.019444
rnd 328: wh-err= 0.999387 th-err= 0.028710 dev= nan test= 0.100000 train= 0.019444
rnd 329: wh-err= 0.999389 th-err= 0.028693 dev= nan test= 0.100000 train= 0.019444
rnd 330: wh-err= 0.999392 th-err= 0.028675 dev= nan test= 0.100000 train= 0.019444
rnd 331: wh-err= 0.999394 th-err= 0.028658 dev= nan test= 0.100000 train= 0.019444
rnd 332: wh-err= 0.999396 th-err= 0.028641 dev= nan test= 0.100000 train= 0.019444
rnd 333: wh-err= 0.999397 th-err= 0.028623 dev= nan test= 0.100000 train= 0.019444
rnd 334: wh-err= 0.999401 th-err= 0.028606 dev= nan test= 0.100000 train= 0.019444
rnd 335: wh-err= 0.999409 th-err= 0.028589 dev= nan test= 0.100000 train= 0.019444
rnd 336: wh-err= 0.999421 th-err= 0.028573 dev= nan test= 0.100000 train= 0.019444
rnd 337: wh-err= 0.999424 th-err= 0.028556 dev= nan test= 0.100000 train= 0.019444
rnd 338: wh-err= 0.999426 th-err= 0.028540 dev= nan test= 0.100000 train= 0.019444
rnd 339: wh-err= 0.999428 th-err= 0.028523 dev= nan test= 0.100000 train= 0.019444
rnd 340: wh-err= 0.999428 th-err= 0.028507 dev= nan test= 0.100000 train= 0.019444
rnd 341: wh-err= 0.999432 th-err= 0.028491 dev= nan test= 0.100000 train= 0.019444
rnd 342: wh-err= 0.999433 th-err= 0.028475 dev= nan test= 0.100000 train= 0.019444
rnd 343: wh-err= 0.999432 th-err= 0.028459 dev= nan test= 0.100000 train= 0.019444
rnd 344: wh-err= 0.999433 th-err= 0.028443 dev= nan test= 0.100000 train= 0.019444
rnd 345: wh-err= 0.999434 th-err= 0.028426 dev= nan test= 0.100000 train= 0.019444
rnd 346: wh-err= 0.999434 th-err= 0.028410 dev= nan test= 0.100000 train= 0.019444
rnd 347: wh-err= 0.999436 th-err= 0.028394 dev= nan test= 0.100000 train= 0.019444
rnd 348: wh-err= 0.999440 th-err= 0.028378 dev= nan test= 0.125000 train= 0.019444
rnd 349: wh-err= 0.999441 th-err= 0.028363 dev= nan test= 0.125000 train= 0.019444
rnd 350: wh-err= 0.999443 th-err= 0.028347 dev= nan test= 0.125000 train= 0.019444
rnd 351: wh-err= 0.999445 th-err= 0.028331 dev= nan test= 0.125000 train= 0.019444
rnd 352: wh-err= 0.999446 th-err= 0.028315 dev= nan test= 0.125000 train= 0.019444
rnd 353: wh-err= 0.999450 th-err= 0.028300 dev= nan test= 0.125000 train= 0.019444
rnd 354: wh-err= 0.999455 th-err= 0.028284 dev= nan test= 0.125000 train= 0.019444
rnd 355: wh-err= 0.999457 th-err= 0.028269 dev= nan test= 0.125000 train= 0.019444
rnd 356: wh-err= 0.999457 th-err= 0.028254 dev= nan test= 0.125000 train= 0.019444
rnd 357: wh-err= 0.999466 th-err= 0.028239 dev= nan test= 0.125000 train= 0.019444
rnd 358: wh-err= 0.999466 th-err= 0.028223 dev= nan test= 0.125000 train= 0.019444
rnd 359: wh-err= 0.999469 th-err= 0.028208 dev= nan test= 0.125000 train= 0.019444
rnd 360: wh-err= 0.999476 th-err= 0.028194 dev= nan test= 0.125000 train= 0.019444
rnd 361: wh-err= 0.999480 th-err= 0.028179 dev= nan test= 0.125000 train= 0.019444
rnd 362: wh-err= 0.999480 th-err= 0.028164 dev= nan test= 0.125000 train= 0.019444
rnd 363: wh-err= 0.999487 th-err= 0.028150 dev= nan test= 0.125000 train= 0.019444
rnd 364: wh-err= 0.999488 th-err= 0.028136 dev= nan test= 0.125000 train= 0.019444
rnd 365: wh-err= 0.999488 th-err= 0.028121 dev= nan test= 0.125000 train= 0.019444
rnd 366: wh-err= 0.999489 th-err= 0.028107 dev= nan test= 0.125000 train= 0.019444
rnd 367: wh-err= 0.999489 th-err= 0.028092 dev= nan test= 0.125000 train= 0.019444
rnd 368: wh-err= 0.999495 th-err= 0.028078 dev= nan test= 0.125000 train= 0.019444
rnd 369: wh-err= 0.999502 th-err= 0.028064 dev= nan test= 0.125000 train= 0.019444
rnd 370: wh-err= 0.999503 th-err= 0.028050 dev= nan test= 0.125000 train= 0.019444
rnd 371: wh-err= 0.999501 th-err= 0.028036 dev= nan test= 0.125000 train= 0.019444
rnd 372: wh-err= 0.999503 th-err= 0.028022 dev= nan test= 0.125000 train= 0.019444
rnd 373: wh-err= 0.999506 th-err= 0.028009 dev= nan test= 0.125000 train= 0.019444
rnd 374: wh-err= 0.999507 th-err= 0.027995 dev= nan test= 0.125000 train= 0.019444
rnd 375: wh-err= 0.999508 th-err= 0.027981 dev= nan test= 0.125000 train= 0.019444
rnd 376: wh-err= 0.999509 th-err= 0.027967 dev= nan test= 0.125000 train= 0.019444
rnd 377: wh-err= 0.999510 th-err= 0.027953 dev= nan test= 0.125000 train= 0.019444
rnd 378: wh-err= 0.999511 th-err= 0.027940 dev= nan test= 0.125000 train= 0.019444
rnd 379: wh-err= 0.999512 th-err= 0.027926 dev= nan test= 0.125000 train= 0.019444
rnd 380: wh-err= 0.999512 th-err= 0.027913 dev= nan test= 0.125000 train= 0.019444
rnd 381: wh-err= 0.999514 th-err= 0.027899 dev= nan test= 0.125000 train= 0.019444
rnd 382: wh-err= 0.999517 th-err= 0.027886 dev= nan test= 0.125000 train= 0.019444
rnd 383: wh-err= 0.999517 th-err= 0.027872 dev= nan test= 0.125000 train= 0.019444
rnd 384: wh-err= 0.999518 th-err= 0.027859 dev= nan test= 0.125000 train= 0.019444
rnd 385: wh-err= 0.999521 th-err= 0.027845 dev= nan test= 0.125000 train= 0.019444
rnd 386: wh-err= 0.999523 th-err= 0.027832 dev= nan test= 0.125000 train= 0.019444
rnd 387: wh-err= 0.999527 th-err= 0.027819 dev= nan test= 0.125000 train= 0.019444
rnd 388: wh-err= 0.999527 th-err= 0.027806 dev= nan test= 0.125000 train= 0.019444
rnd 389: wh-err= 0.999528 th-err= 0.027793 dev= nan test= 0.125000 train= 0.019444
rnd 390: wh-err= 0.999528 th-err= 0.027779 dev= nan test= 0.125000 train= 0.019444
rnd 391: wh-err= 0.999529 th-err= 0.027766 dev= nan test= 0.125000 train= 0.019444
rnd 392: wh-err= 0.999531 th-err= 0.027753 dev= nan test= 0.125000 train= 0.019444
rnd 393: wh-err= 0.999529 th-err= 0.027740 dev= nan test= 0.125000 train= 0.019444
rnd 394: wh-err= 0.999536 th-err= 0.027727 dev= nan test= 0.125000 train= 0.019444
rnd 395: wh-err= 0.999538 th-err= 0.027715 dev= nan test= 0.125000 train= 0.019444
rnd 396: wh-err= 0.999539 th-err= 0.027702 dev= nan test= 0.125000 train= 0.019444
rnd 397: wh-err= 0.999540 th-err= 0.027689 dev= nan test= 0.125000 train= 0.019444
rnd 398: wh-err= 0.999543 th-err= 0.027676 dev= nan test= 0.125000 train= 0.019444
rnd 399: wh-err= 0.999544 th-err= 0.027664 dev= nan test= 0.125000 train= 0.019444
rnd 400: wh-err= 0.999545 th-err= 0.027651 dev= nan test= 0.125000 train= 0.019444
rnd 401: wh-err= 0.999546 th-err= 0.027639 dev= nan test= 0.125000 train= 0.019444
rnd 402: wh-err= 0.999547 th-err= 0.027626 dev= nan test= 0.125000 train= 0.019444
rnd 403: wh-err= 0.999549 th-err= 0.027614 dev= nan test= 0.125000 train= 0.019444
rnd 404: wh-err= 0.999550 th-err= 0.027601 dev= nan test= 0.125000 train= 0.019444
rnd 405: wh-err= 0.999551 th-err= 0.027589 dev= nan test= 0.125000 train= 0.019444
rnd 406: wh-err= 0.999553 th-err= 0.027576 dev= nan test= 0.125000 train= 0.019444
rnd 407: wh-err= 0.999554 th-err= 0.027564 dev= nan test= 0.125000 train= 0.019444
rnd 408: wh-err= 0.999556 th-err= 0.027552 dev= nan test= 0.125000 train= 0.019444
rnd 409: wh-err= 0.999528 th-err= 0.027539 dev= nan test= 0.125000 train= 0.019444
rnd 410: wh-err= 0.999556 th-err= 0.027527 dev= nan test= 0.125000 train= 0.019444
rnd 411: wh-err= 0.999557 th-err= 0.027514 dev= nan test= 0.125000 train= 0.019444
rnd 412: wh-err= 0.999560 th-err= 0.027502 dev= nan test= 0.125000 train= 0.019444
rnd 413: wh-err= 0.999561 th-err= 0.027490 dev= nan test= 0.125000 train= 0.019444
rnd 414: wh-err= 0.999564 th-err= 0.027478 dev= nan test= 0.125000 train= 0.019444
rnd 415: wh-err= 0.999569 th-err= 0.027466 dev= nan test= 0.125000 train= 0.019444
rnd 416: wh-err= 0.999570 th-err= 0.027455 dev= nan test= 0.125000 train= 0.019444
rnd 417: wh-err= 0.999571 th-err= 0.027443 dev= nan test= 0.125000 train= 0.019444
rnd 418: wh-err= 0.999572 th-err= 0.027431 dev= nan test= 0.125000 train= 0.019444
rnd 419: wh-err= 0.999573 th-err= 0.027419 dev= nan test= 0.125000 train= 0.019444
rnd 420: wh-err= 0.999573 th-err= 0.027408 dev= nan test= 0.125000 train= 0.019444
rnd 421: wh-err= 0.999580 th-err= 0.027396 dev= nan test= 0.125000 train= 0.019444
rnd 422: wh-err= 0.999582 th-err= 0.027385 dev= nan test= 0.125000 train= 0.019444
rnd 423: wh-err= 0.999583 th-err= 0.027373 dev= nan test= 0.125000 train= 0.019444
rnd 424: wh-err= 0.999583 th-err= 0.027362 dev= nan test= 0.125000 train= 0.019444
rnd 425: wh-err= 0.999583 th-err= 0.027350 dev= nan test= 0.125000 train= 0.019444
rnd 426: wh-err= 0.999584 th-err= 0.027339 dev= nan test= 0.125000 train= 0.019444
rnd 427: wh-err= 0.999584 th-err= 0.027328 dev= nan test= 0.125000 train= 0.019444
rnd 428: wh-err= 0.999585 th-err= 0.027316 dev= nan test= 0.125000 train= 0.019444
rnd 429: wh-err= 0.999586 th-err= 0.027305 dev= nan test= 0.125000 train= 0.019444
rnd 430: wh-err= 0.999586 th-err= 0.027294 dev= nan test= 0.125000 train= 0.019444
rnd 431: wh-err= 0.999587 th-err= 0.027282 dev= nan test= 0.125000 train= 0.019444
rnd 432: wh-err= 0.999587 th-err= 0.027271 dev= nan test= 0.125000 train= 0.019444
rnd 433: wh-err= 0.999590 th-err= 0.027260 dev= nan test= 0.125000 train= 0.019444
rnd 434: wh-err= 0.999591 th-err= 0.027249 dev= nan test= 0.125000 train= 0.019444
rnd 435: wh-err= 0.999591 th-err= 0.027238 dev= nan test= 0.125000 train= 0.019444
rnd 436: wh-err= 0.999591 th-err= 0.027227 dev= nan test= 0.125000 train= 0.019444
rnd 437: wh-err= 0.999593 th-err= 0.027216 dev= nan test= 0.125000 train= 0.019444
rnd 438: wh-err= 0.999593 th-err= 0.027204 dev= nan test= 0.125000 train= 0.019444
rnd 439: wh-err= 0.999593 th-err= 0.027193 dev= nan test= 0.125000 train= 0.019444
rnd 440: wh-err= 0.999594 th-err= 0.027182 dev= nan test= 0.125000 train= 0.019444
rnd 441: wh-err= 0.999597 th-err= 0.027171 dev= nan test= 0.125000 train= 0.019444
rnd 442: wh-err= 0.999597 th-err= 0.027160 dev= nan test= 0.125000 train= 0.019444
rnd 443: wh-err= 0.999600 th-err= 0.027150 dev= nan test= 0.125000 train= 0.019444
rnd 444: wh-err= 0.999601 th-err= 0.027139 dev= nan test= 0.125000 train= 0.019444
rnd 445: wh-err= 0.999601 th-err= 0.027128 dev= nan test= 0.125000 train= 0.019444
rnd 446: wh-err= 0.999602 th-err= 0.027117 dev= nan test= 0.125000 train= 0.019444
rnd 447: wh-err= 0.999603 th-err= 0.027106 dev= nan test= 0.125000 train= 0.019444
rnd 448: wh-err= 0.999604 th-err= 0.027096 dev= nan test= 0.125000 train= 0.019444
rnd 449: wh-err= 0.999605 th-err= 0.027085 dev= nan test= 0.125000 train= 0.019444
rnd 450: wh-err= 0.999606 th-err= 0.027074 dev= nan test= 0.125000 train= 0.019444
rnd 451: wh-err= 0.999606 th-err= 0.027064 dev= nan test= 0.125000 train= 0.019444
rnd 452: wh-err= 0.999567 th-err= 0.027052 dev= nan test= 0.125000 train= 0.019444
rnd 453: wh-err= 0.999570 th-err= 0.027040 dev= nan test= 0.125000 train= 0.019444
rnd 454: wh-err= 0.999593 th-err= 0.027029 dev= nan test= 0.125000 train= 0.019444
rnd 455: wh-err= 0.999603 th-err= 0.027019 dev= nan test= 0.125000 train= 0.019444
rnd 456: wh-err= 0.999596 th-err= 0.027008 dev= nan test= 0.125000 train= 0.019444
rnd 457: wh-err= 0.999606 th-err= 0.026997 dev= nan test= 0.125000 train= 0.019444
rnd 458: wh-err= 0.999607 th-err= 0.026986 dev= nan test= 0.125000 train= 0.019444
rnd 459: wh-err= 0.999590 th-err= 0.026975 dev= nan test= 0.125000 train= 0.019444
rnd 460: wh-err= 0.999607 th-err= 0.026965 dev= nan test= 0.125000 train= 0.019444
rnd 461: wh-err= 0.999608 th-err= 0.026954 dev= nan test= 0.125000 train= 0.019444
rnd 462: wh-err= 0.999611 th-err= 0.026944 dev= nan test= 0.125000 train= 0.019444
rnd 463: wh-err= 0.999612 th-err= 0.026933 dev= nan test= 0.125000 train= 0.019444
rnd 464: wh-err= 0.999608 th-err= 0.026923 dev= nan test= 0.125000 train= 0.019444
rnd 465: wh-err= 0.999610 th-err= 0.026912 dev= nan test= 0.125000 train= 0.019444
rnd 466: wh-err= 0.999611 th-err= 0.026902 dev= nan test= 0.125000 train= 0.019444
rnd 467: wh-err= 0.999613 th-err= 0.026891 dev= nan test= 0.125000 train= 0.019444
rnd 468: wh-err= 0.999618 th-err= 0.026881 dev= nan test= 0.125000 train= 0.019444
rnd 469: wh-err= 0.999625 th-err= 0.026871 dev= nan test= 0.125000 train= 0.019444
rnd 470: wh-err= 0.999625 th-err= 0.026861 dev= nan test= 0.125000 train= 0.019444
rnd 471: wh-err= 0.999626 th-err= 0.026851 dev= nan test= 0.125000 train= 0.019444
rnd 472: wh-err= 0.999627 th-err= 0.026841 dev= nan test= 0.125000 train= 0.019444
rnd 473: wh-err= 0.999627 th-err= 0.026831 dev= nan test= 0.125000 train= 0.019444
rnd 474: wh-err= 0.999628 th-err= 0.026821 dev= nan test= 0.125000 train= 0.019444
rnd 475: wh-err= 0.999629 th-err= 0.026811 dev= nan test= 0.125000 train= 0.019444
rnd 476: wh-err= 0.999633 th-err= 0.026801 dev= nan test= 0.125000 train= 0.019444
rnd 477: wh-err= 0.999633 th-err= 0.026791 dev= nan test= 0.125000 train= 0.019444
rnd 478: wh-err= 0.999633 th-err= 0.026781 dev= nan test= 0.125000 train= 0.019444
rnd 479: wh-err= 0.999634 th-err= 0.026771 dev= nan test= 0.125000 train= 0.019444
rnd 480: wh-err= 0.999635 th-err= 0.026762 dev= nan test= 0.125000 train= 0.019444
rnd 481: wh-err= 0.999636 th-err= 0.026752 dev= nan test= 0.125000 train= 0.019444
rnd 482: wh-err= 0.999638 th-err= 0.026742 dev= nan test= 0.125000 train= 0.019444
rnd 483: wh-err= 0.999640 th-err= 0.026733 dev= nan test= 0.125000 train= 0.019444
rnd 484: wh-err= 0.999641 th-err= 0.026723 dev= nan test= 0.125000 train= 0.019444
rnd 485: wh-err= 0.999633 th-err= 0.026713 dev= nan test= 0.125000 train= 0.019444
rnd 486: wh-err= 0.999641 th-err= 0.026704 dev= nan test= 0.125000 train= 0.019444
rnd 487: wh-err= 0.999614 th-err= 0.026693 dev= nan test= 0.125000 train= 0.019444
rnd 488: wh-err= 0.999635 th-err= 0.026684 dev= nan test= 0.125000 train= 0.019444
rnd 489: wh-err= 0.999638 th-err= 0.026674 dev= nan test= 0.125000 train= 0.019444
rnd 490: wh-err= 0.999640 th-err= 0.026664 dev= nan test= 0.125000 train= 0.019444
rnd 491: wh-err= 0.999619 th-err= 0.026654 dev= nan test= 0.125000 train= 0.019444
rnd 492: wh-err= 0.999625 th-err= 0.026644 dev= nan test= 0.125000 train= 0.019444
rnd 493: wh-err= 0.999636 th-err= 0.026634 dev= nan test= 0.125000 train= 0.019444
rnd 494: wh-err= 0.999642 th-err= 0.026625 dev= nan test= 0.125000 train= 0.019444
rnd 495: wh-err= 0.999646 th-err= 0.026616 dev= nan test= 0.125000 train= 0.019444
rnd 496: wh-err= 0.999647 th-err= 0.026606 dev= nan test= 0.125000 train= 0.019444
rnd 497: wh-err= 0.999647 th-err= 0.026597 dev= nan test= 0.125000 train= 0.019444
rnd 498: wh-err= 0.999648 th-err= 0.026587 dev= nan test= 0.125000 train= 0.019444
rnd 499: wh-err= 0.999648 th-err= 0.026578 dev= nan test= 0.125000 train= 0.019444
rnd 500: wh-err= 0.999650 th-err= 0.026569 dev= nan test= 0.125000 train= 0.019444
rnd 501: wh-err= 0.999652 th-err= 0.026559 dev= nan test= 0.125000 train= 0.019444
rnd 502: wh-err= 0.999654 th-err= 0.026550 dev= nan test= 0.125000 train= 0.019444
rnd 503: wh-err= 0.999659 th-err= 0.026541 dev= nan test= 0.125000 train= 0.019444
rnd 504: wh-err= 0.999660 th-err= 0.026532 dev= nan test= 0.125000 train= 0.019444
rnd 505: wh-err= 0.999661 th-err= 0.026523 dev= nan test= 0.125000 train= 0.019444
rnd 506: wh-err= 0.999663 th-err= 0.026514 dev= nan test= 0.125000 train= 0.019444
rnd 507: wh-err= 0.999663 th-err= 0.026505 dev= nan test= 0.125000 train= 0.019444
rnd 508: wh-err= 0.999664 th-err= 0.026496 dev= nan test= 0.125000 train= 0.019444
rnd 509: wh-err= 0.999664 th-err= 0.026488 dev= nan test= 0.125000 train= 0.019444
rnd 510: wh-err= 0.999665 th-err= 0.026479 dev= nan test= 0.125000 train= 0.019444
rnd 511: wh-err= 0.999666 th-err= 0.026470 dev= nan test= 0.125000 train= 0.019444
rnd 512: wh-err= 0.999667 th-err= 0.026461 dev= nan test= 0.125000 train= 0.019444
rnd 513: wh-err= 0.999669 th-err= 0.026452 dev= nan test= 0.125000 train= 0.019444
rnd 514: wh-err= 0.999669 th-err= 0.026443 dev= nan test= 0.125000 train= 0.019444
rnd 515: wh-err= 0.999670 th-err= 0.026435 dev= nan test= 0.125000 train= 0.019444
rnd 516: wh-err= 0.999671 th-err= 0.026426 dev= nan test= 0.125000 train= 0.019444
rnd 517: wh-err= 0.999671 th-err= 0.026417 dev= nan test= 0.125000 train= 0.019444
rnd 518: wh-err= 0.999671 th-err= 0.026409 dev= nan test= 0.125000 train= 0.019444
rnd 519: wh-err= 0.999672 th-err= 0.026400 dev= nan test= 0.125000 train= 0.019444
rnd 520: wh-err= 0.999673 th-err= 0.026391 dev= nan test= 0.125000 train= 0.019444
rnd 521: wh-err= 0.999673 th-err= 0.026383 dev= nan test= 0.125000 train= 0.019444
rnd 522: wh-err= 0.999673 th-err= 0.026374 dev= nan test= 0.125000 train= 0.019444
rnd 523: wh-err= 0.999675 th-err= 0.026366 dev= nan test= 0.125000 train= 0.019444
rnd 524: wh-err= 0.999675 th-err= 0.026357 dev= nan test= 0.125000 train= 0.019444
rnd 525: wh-err= 0.999675 th-err= 0.026348 dev= nan test= 0.125000 train= 0.019444
rnd 526: wh-err= 0.999676 th-err= 0.026340 dev= nan test= 0.125000 train= 0.019444
rnd 527: wh-err= 0.999677 th-err= 0.026331 dev= nan test= 0.125000 train= 0.019444
rnd 528: wh-err= 0.999680 th-err= 0.026323 dev= nan test= 0.125000 train= 0.019444
rnd 529: wh-err= 0.999682 th-err= 0.026315 dev= nan test= 0.125000 train= 0.019444
rnd 530: wh-err= 0.999683 th-err= 0.026306 dev= nan test= 0.125000 train= 0.019444
rnd 531: wh-err= 0.999684 th-err= 0.026298 dev= nan test= 0.125000 train= 0.019444
rnd 532: wh-err= 0.999673 th-err= 0.026289 dev= nan test= 0.125000 train= 0.019444
rnd 533: wh-err= 0.999629 th-err= 0.026280 dev= nan test= 0.125000 train= 0.019444
rnd 534: wh-err= 0.999638 th-err= 0.026270 dev= nan test= 0.125000 train= 0.019444
rnd 535: wh-err= 0.999677 th-err= 0.026262 dev= nan test= 0.125000 train= 0.019444
rnd 536: wh-err= 0.999677 th-err= 0.026253 dev= nan test= 0.125000 train= 0.019444
rnd 537: wh-err= 0.999685 th-err= 0.026245 dev= nan test= 0.125000 train= 0.019444
rnd 538: wh-err= 0.999685 th-err= 0.026237 dev= nan test= 0.125000 train= 0.019444
rnd 539: wh-err= 0.999686 th-err= 0.026228 dev= nan test= 0.125000 train= 0.019444
rnd 540: wh-err= 0.999687 th-err= 0.026220 dev= nan test= 0.125000 train= 0.019444
rnd 541: wh-err= 0.999687 th-err= 0.026212 dev= nan test= 0.125000 train= 0.019444
rnd 542: wh-err= 0.999687 th-err= 0.026204 dev= nan test= 0.125000 train= 0.019444
rnd 543: wh-err= 0.999688 th-err= 0.026196 dev= nan test= 0.125000 train= 0.019444
rnd 544: wh-err= 0.999657 th-err= 0.026187 dev= nan test= 0.125000 train= 0.019444
rnd 545: wh-err= 0.999669 th-err= 0.026178 dev= nan test= 0.125000 train= 0.019444
rnd 546: wh-err= 0.999689 th-err= 0.026170 dev= nan test= 0.125000 train= 0.019444
rnd 547: wh-err= 0.999689 th-err= 0.026162 dev= nan test= 0.125000 train= 0.019444
rnd 548: wh-err= 0.999690 th-err= 0.026153 dev= nan test= 0.125000 train= 0.019444
rnd 549: wh-err= 0.999691 th-err= 0.026145 dev= nan test= 0.125000 train= 0.019444
rnd 550: wh-err= 0.999692 th-err= 0.026137 dev= nan test= 0.125000 train= 0.019444
rnd 551: wh-err= 0.999694 th-err= 0.026129 dev= nan test= 0.125000 train= 0.019444
rnd 552: wh-err= 0.999695 th-err= 0.026121 dev= nan test= 0.125000 train= 0.019444
rnd 553: wh-err= 0.999695 th-err= 0.026113 dev= nan test= 0.125000 train= 0.019444
rnd 554: wh-err= 0.999697 th-err= 0.026106 dev= nan test= 0.125000 train= 0.019444
rnd 555: wh-err= 0.999688 th-err= 0.026097 dev= nan test= 0.125000 train= 0.019444
rnd 556: wh-err= 0.999702 th-err= 0.026090 dev= nan test= 0.125000 train= 0.019444
rnd 557: wh-err= 0.999702 th-err= 0.026082 dev= nan test= 0.125000 train= 0.019444
rnd 558: wh-err= 0.999704 th-err= 0.026074 dev= nan test= 0.125000 train= 0.019444
rnd 559: wh-err= 0.999704 th-err= 0.026066 dev= nan test= 0.125000 train= 0.019444
rnd 560: wh-err= 0.999704 th-err= 0.026059 dev= nan test= 0.125000 train= 0.019444
rnd 561: wh-err= 0.999706 th-err= 0.026051 dev= nan test= 0.125000 train= 0.019444
rnd 562: wh-err= 0.999706 th-err= 0.026043 dev= nan test= 0.125000 train= 0.019444
rnd 563: wh-err= 0.999707 th-err= 0.026036 dev= nan test= 0.125000 train= 0.019444
rnd 564: wh-err= 0.999707 th-err= 0.026028 dev= nan test= 0.125000 train= 0.019444
rnd 565: wh-err= 0.999706 th-err= 0.026020 dev= nan test= 0.125000 train= 0.019444
rnd 566: wh-err= 0.999664 th-err= 0.026012 dev= nan test= 0.125000 train= 0.019444
rnd 567: wh-err= 0.999685 th-err= 0.026003 dev= nan test= 0.125000 train= 0.019444
rnd 568: wh-err= 0.999696 th-err= 0.025996 dev= nan test= 0.125000 train= 0.019444
rnd 569: wh-err= 0.999702 th-err= 0.025988 dev= nan test= 0.125000 train= 0.019444
rnd 570: wh-err= 0.999702 th-err= 0.025980 dev= nan test= 0.125000 train= 0.019444
rnd 571: wh-err= 0.999703 th-err= 0.025972 dev= nan test= 0.125000 train= 0.019444
rnd 572: wh-err= 0.999706 th-err= 0.025965 dev= nan test= 0.125000 train= 0.019444
rnd 573: wh-err= 0.999710 th-err= 0.025957 dev= nan test= 0.125000 train= 0.019444
rnd 574: wh-err= 0.999710 th-err= 0.025950 dev= nan test= 0.125000 train= 0.019444
rnd 575: wh-err= 0.999710 th-err= 0.025942 dev= nan test= 0.125000 train= 0.019444
rnd 576: wh-err= 0.999711 th-err= 0.025935 dev= nan test= 0.125000 train= 0.019444
rnd 577: wh-err= 0.999712 th-err= 0.025927 dev= nan test= 0.125000 train= 0.019444
rnd 578: wh-err= 0.999715 th-err= 0.025920 dev= nan test= 0.125000 train= 0.019444
rnd 579: wh-err= 0.999716 th-err= 0.025912 dev= nan test= 0.125000 train= 0.019444
rnd 580: wh-err= 0.999717 th-err= 0.025905 dev= nan test= 0.125000 train= 0.019444
rnd 581: wh-err= 0.999718 th-err= 0.025898 dev= nan test= 0.125000 train= 0.019444
rnd 582: wh-err= 0.999719 th-err= 0.025890 dev= nan test= 0.125000 train= 0.019444
rnd 583: wh-err= 0.999719 th-err= 0.025883 dev= nan test= 0.125000 train= 0.019444
rnd 584: wh-err= 0.999721 th-err= 0.025876 dev= nan test= 0.125000 train= 0.019444
rnd 585: wh-err= 0.999721 th-err= 0.025869 dev= nan test= 0.125000 train= 0.019444
rnd 586: wh-err= 0.999722 th-err= 0.025862 dev= nan test= 0.125000 train= 0.019444
rnd 587: wh-err= 0.999722 th-err= 0.025854 dev= nan test= 0.125000 train= 0.019444
rnd 588: wh-err= 0.999723 th-err= 0.025847 dev= nan test= 0.125000 train= 0.019444
rnd 589: wh-err= 0.999723 th-err= 0.025840 dev= nan test= 0.125000 train= 0.019444
rnd 590: wh-err= 0.999723 th-err= 0.025833 dev= nan test= 0.125000 train= 0.019444
rnd 591: wh-err= 0.999725 th-err= 0.025826 dev= nan test= 0.125000 train= 0.019444
rnd 592: wh-err= 0.999725 th-err= 0.025819 dev= nan test= 0.125000 train= 0.019444
rnd 593: wh-err= 0.999727 th-err= 0.025812 dev= nan test= 0.125000 train= 0.019444
rnd 594: wh-err= 0.999727 th-err= 0.025805 dev= nan test= 0.125000 train= 0.019444
rnd 595: wh-err= 0.999729 th-err= 0.025798 dev= nan test= 0.125000 train= 0.019444
rnd 596: wh-err= 0.999730 th-err= 0.025791 dev= nan test= 0.125000 train= 0.019444
rnd 597: wh-err= 0.999730 th-err= 0.025784 dev= nan test= 0.125000 train= 0.019444
rnd 598: wh-err= 0.999730 th-err= 0.025777 dev= nan test= 0.125000 train= 0.019444
rnd 599: wh-err= 0.999730 th-err= 0.025770 dev= nan test= 0.125000 train= 0.019444
rnd 600: wh-err= 0.999731 th-err= 0.025763 dev= nan test= 0.125000 train= 0.019444
rnd 601: wh-err= 0.999731 th-err= 0.025756 dev= nan test= 0.125000 train= 0.019444
rnd 602: wh-err= 0.999734 th-err= 0.025749 dev= nan test= 0.125000 train= 0.019444
rnd 603: wh-err= 0.999734 th-err= 0.025742 dev= nan test= 0.125000 train= 0.019444
rnd 604: wh-err= 0.999734 th-err= 0.025735 dev= nan test= 0.125000 train= 0.019444
rnd 605: wh-err= 0.999735 th-err= 0.025728 dev= nan test= 0.125000 train= 0.019444
rnd 606: wh-err= 0.999735 th-err= 0.025722 dev= nan test= 0.125000 train= 0.019444
rnd 607: wh-err= 0.999737 th-err= 0.025715 dev= nan test= 0.125000 train= 0.019444
rnd 608: wh-err= 0.999737 th-err= 0.025708 dev= nan test= 0.125000 train= 0.019444
rnd 609: wh-err= 0.999738 th-err= 0.025701 dev= nan test= 0.125000 train= 0.019444
rnd 610: wh-err= 0.999738 th-err= 0.025695 dev= nan test= 0.125000 train= 0.019444
rnd 611: wh-err= 0.999741 th-err= 0.025688 dev= nan test= 0.125000 train= 0.019444
rnd 612: wh-err= 0.999741 th-err= 0.025681 dev= nan test= 0.125000 train= 0.019444
rnd 613: wh-err= 0.999741 th-err= 0.025675 dev= nan test= 0.125000 train= 0.019444
rnd 614: wh-err= 0.999742 th-err= 0.025668 dev= nan test= 0.125000 train= 0.019444
rnd 615: wh-err= 0.999742 th-err= 0.025661 dev= nan test= 0.125000 train= 0.019444
rnd 616: wh-err= 0.999742 th-err= 0.025655 dev= nan test= 0.125000 train= 0.019444
rnd 617: wh-err= 0.999743 th-err= 0.025648 dev= nan test= 0.125000 train= 0.019444
rnd 618: wh-err= 0.999744 th-err= 0.025642 dev= nan test= 0.125000 train= 0.019444
rnd 619: wh-err= 0.999744 th-err= 0.025635 dev= nan test= 0.125000 train= 0.019444
rnd 620: wh-err= 0.999744 th-err= 0.025629 dev= nan test= 0.125000 train= 0.019444
rnd 621: wh-err= 0.999744 th-err= 0.025622 dev= nan test= 0.125000 train= 0.019444
rnd 622: wh-err= 0.999745 th-err= 0.025615 dev= nan test= 0.125000 train= 0.019444
rnd 623: wh-err= 0.999745 th-err= 0.025609 dev= nan test= 0.125000 train= 0.019444
rnd 624: wh-err= 0.999745 th-err= 0.025602 dev= nan test= 0.125000 train= 0.019444
rnd 625: wh-err= 0.999746 th-err= 0.025596 dev= nan test= 0.125000 train= 0.019444
rnd 626: wh-err= 0.999746 th-err= 0.025589 dev= nan test= 0.125000 train= 0.019444
rnd 627: wh-err= 0.999746 th-err= 0.025583 dev= nan test= 0.125000 train= 0.019444
rnd 628: wh-err= 0.999746 th-err= 0.025576 dev= nan test= 0.125000 train= 0.019444
rnd 629: wh-err= 0.999746 th-err= 0.025570 dev= nan test= 0.125000 train= 0.019444
rnd 630: wh-err= 0.999747 th-err= 0.025563 dev= nan test= 0.125000 train= 0.019444
rnd 631: wh-err= 0.999747 th-err= 0.025557 dev= nan test= 0.125000 train= 0.019444
rnd 632: wh-err= 0.999748 th-err= 0.025550 dev= nan test= 0.125000 train= 0.019444
rnd 633: wh-err= 0.999748 th-err= 0.025544 dev= nan test= 0.125000 train= 0.019444
rnd 634: wh-err= 0.999748 th-err= 0.025538 dev= nan test= 0.125000 train= 0.019444
rnd 635: wh-err= 0.999750 th-err= 0.025531 dev= nan test= 0.125000 train= 0.019444
rnd 636: wh-err= 0.999750 th-err= 0.025525 dev= nan test= 0.125000 train= 0.019444
rnd 637: wh-err= 0.999750 th-err= 0.025518 dev= nan test= 0.125000 train= 0.019444
rnd 638: wh-err= 0.999751 th-err= 0.025512 dev= nan test= 0.125000 train= 0.019444
rnd 639: wh-err= 0.999753 th-err= 0.025506 dev= nan test= 0.125000 train= 0.019444
rnd 640: wh-err= 0.999754 th-err= 0.025500 dev= nan test= 0.125000 train= 0.019444
rnd 641: wh-err= 0.999755 th-err= 0.025493 dev= nan test= 0.125000 train= 0.019444
rnd 642: wh-err= 0.999755 th-err= 0.025487 dev= nan test= 0.125000 train= 0.019444
rnd 643: wh-err= 0.999755 th-err= 0.025481 dev= nan test= 0.125000 train= 0.019444
rnd 644: wh-err= 0.999756 th-err= 0.025475 dev= nan test= 0.125000 train= 0.019444
rnd 645: wh-err= 0.999757 th-err= 0.025468 dev= nan test= 0.125000 train= 0.019444
rnd 646: wh-err= 0.999758 th-err= 0.025462 dev= nan test= 0.125000 train= 0.019444
rnd 647: wh-err= 0.999758 th-err= 0.025456 dev= nan test= 0.125000 train= 0.019444
rnd 648: wh-err= 0.999759 th-err= 0.025450 dev= nan test= 0.125000 train= 0.019444
rnd 649: wh-err= 0.999759 th-err= 0.025444 dev= nan test= 0.125000 train= 0.019444
rnd 650: wh-err= 0.999759 th-err= 0.025438 dev= nan test= 0.125000 train= 0.019444
rnd 651: wh-err= 0.999759 th-err= 0.025432 dev= nan test= 0.125000 train= 0.019444
rnd 652: wh-err= 0.999759 th-err= 0.025425 dev= nan test= 0.125000 train= 0.019444
rnd 653: wh-err= 0.999759 th-err= 0.025419 dev= nan test= 0.125000 train= 0.019444
rnd 654: wh-err= 0.999759 th-err= 0.025413 dev= nan test= 0.125000 train= 0.019444
rnd 655: wh-err= 0.999760 th-err= 0.025407 dev= nan test= 0.125000 train= 0.019444
rnd 656: wh-err= 0.999760 th-err= 0.025401 dev= nan test= 0.125000 train= 0.019444
rnd 657: wh-err= 0.999760 th-err= 0.025395 dev= nan test= 0.125000 train= 0.019444
rnd 658: wh-err= 0.999761 th-err= 0.025389 dev= nan test= 0.125000 train= 0.019444
rnd 659: wh-err= 0.999761 th-err= 0.025383 dev= nan test= 0.125000 train= 0.019444
rnd 660: wh-err= 0.999762 th-err= 0.025377 dev= nan test= 0.125000 train= 0.019444
rnd 661: wh-err= 0.999762 th-err= 0.025371 dev= nan test= 0.125000 train= 0.019444
rnd 662: wh-err= 0.999762 th-err= 0.025365 dev= nan test= 0.125000 train= 0.019444
rnd 663: wh-err= 0.999763 th-err= 0.025359 dev= nan test= 0.125000 train= 0.019444
rnd 664: wh-err= 0.999763 th-err= 0.025353 dev= nan test= 0.125000 train= 0.019444
rnd 665: wh-err= 0.999763 th-err= 0.025347 dev= nan test= 0.125000 train= 0.019444
rnd 666: wh-err= 0.999764 th-err= 0.025341 dev= nan test= 0.125000 train= 0.019444
rnd 667: wh-err= 0.999764 th-err= 0.025335 dev= nan test= 0.125000 train= 0.019444
rnd 668: wh-err= 0.999764 th-err= 0.025329 dev= nan test= 0.125000 train= 0.019444
rnd 669: wh-err= 0.999766 th-err= 0.025323 dev= nan test= 0.125000 train= 0.019444
rnd 670: wh-err= 0.999766 th-err= 0.025317 dev= nan test= 0.125000 train= 0.019444
rnd 671: wh-err= 0.999766 th-err= 0.025311 dev= nan test= 0.125000 train= 0.019444
rnd 672: wh-err= 0.999767 th-err= 0.025305 dev= nan test= 0.125000 train= 0.019444
rnd 673: wh-err= 0.999767 th-err= 0.025299 dev= nan test= 0.125000 train= 0.019444
rnd 674: wh-err= 0.999767 th-err= 0.025293 dev= nan test= 0.125000 train= 0.019444
rnd 675: wh-err= 0.999768 th-err= 0.025287 dev= nan test= 0.125000 train= 0.019444
rnd 676: wh-err= 0.999768 th-err= 0.025281 dev= nan test= 0.125000 train= 0.019444
rnd 677: wh-err= 0.999768 th-err= 0.025276 dev= nan test= 0.125000 train= 0.019444
rnd 678: wh-err= 0.999769 th-err= 0.025270 dev= nan test= 0.125000 train= 0.019444
rnd 679: wh-err= 0.999769 th-err= 0.025264 dev= nan test= 0.125000 train= 0.019444
rnd 680: wh-err= 0.999769 th-err= 0.025258 dev= nan test= 0.125000 train= 0.019444
rnd 681: wh-err= 0.999769 th-err= 0.025252 dev= nan test= 0.125000 train= 0.019444
rnd 682: wh-err= 0.999769 th-err= 0.025246 dev= nan test= 0.125000 train= 0.019444
rnd 683: wh-err= 0.999769 th-err= 0.025241 dev= nan test= 0.125000 train= 0.019444
rnd 684: wh-err= 0.999770 th-err= 0.025235 dev= nan test= 0.125000 train= 0.019444
rnd 685: wh-err= 0.999770 th-err= 0.025229 dev= nan test= 0.125000 train= 0.019444
rnd 686: wh-err= 0.999770 th-err= 0.025223 dev= nan test= 0.125000 train= 0.019444
rnd 687: wh-err= 0.999770 th-err= 0.025217 dev= nan test= 0.125000 train= 0.019444
rnd 688: wh-err= 0.999770 th-err= 0.025212 dev= nan test= 0.125000 train= 0.019444
rnd 689: wh-err= 0.999770 th-err= 0.025206 dev= nan test= 0.125000 train= 0.019444
rnd 690: wh-err= 0.999772 th-err= 0.025200 dev= nan test= 0.125000 train= 0.019444
rnd 691: wh-err= 0.999773 th-err= 0.025194 dev= nan test= 0.125000 train= 0.019444
rnd 692: wh-err= 0.999774 th-err= 0.025189 dev= nan test= 0.125000 train= 0.019444
rnd 693: wh-err= 0.999774 th-err= 0.025183 dev= nan test= 0.125000 train= 0.019444
rnd 694: wh-err= 0.999775 th-err= 0.025177 dev= nan test= 0.125000 train= 0.019444
rnd 695: wh-err= 0.999775 th-err= 0.025172 dev= nan test= 0.125000 train= 0.019444
rnd 696: wh-err= 0.999775 th-err= 0.025166 dev= nan test= 0.125000 train= 0.019444
rnd 697: wh-err= 0.999772 th-err= 0.025160 dev= nan test= 0.125000 train= 0.019444
rnd 698: wh-err= 0.999776 th-err= 0.025155 dev= nan test= 0.125000 train= 0.019444
rnd 699: wh-err= 0.999776 th-err= 0.025149 dev= nan test= 0.125000 train= 0.019444
rnd 700: wh-err= 0.999776 th-err= 0.025143 dev= nan test= 0.125000 train= 0.019444
rnd 701: wh-err= 0.999776 th-err= 0.025138 dev= nan test= 0.125000 train= 0.019444
rnd 702: wh-err= 0.999777 th-err= 0.025132 dev= nan test= 0.125000 train= 0.019444
rnd 703: wh-err= 0.999777 th-err= 0.025126 dev= nan test= 0.125000 train= 0.019444
rnd 704: wh-err= 0.999777 th-err= 0.025121 dev= nan test= 0.125000 train= 0.019444
rnd 705: wh-err= 0.999777 th-err= 0.025115 dev= nan test= 0.125000 train= 0.019444
rnd 706: wh-err= 0.999777 th-err= 0.025110 dev= nan test= 0.125000 train= 0.019444
rnd 707: wh-err= 0.999778 th-err= 0.025104 dev= nan test= 0.125000 train= 0.019444
rnd 708: wh-err= 0.999778 th-err= 0.025099 dev= nan test= 0.125000 train= 0.019444
rnd 709: wh-err= 0.999779 th-err= 0.025093 dev= nan test= 0.125000 train= 0.019444
rnd 710: wh-err= 0.999779 th-err= 0.025087 dev= nan test= 0.125000 train= 0.019444
rnd 711: wh-err= 0.999779 th-err= 0.025082 dev= nan test= 0.125000 train= 0.019444
rnd 712: wh-err= 0.999779 th-err= 0.025076 dev= nan test= 0.125000 train= 0.019444
rnd 713: wh-err= 0.999779 th-err= 0.025071 dev= nan test= 0.125000 train= 0.019444
rnd 714: wh-err= 0.999780 th-err= 0.025065 dev= nan test= 0.125000 train= 0.019444
rnd 715: wh-err= 0.999780 th-err= 0.025060 dev= nan test= 0.125000 train= 0.019444
rnd 716: wh-err= 0.999780 th-err= 0.025054 dev= nan test= 0.125000 train= 0.019444
rnd 717: wh-err= 0.999780 th-err= 0.025049 dev= nan test= 0.125000 train= 0.019444
rnd 718: wh-err= 0.999780 th-err= 0.025043 dev= nan test= 0.125000 train= 0.019444
rnd 719: wh-err= 0.999780 th-err= 0.025038 dev= nan test= 0.125000 train= 0.019444
rnd 720: wh-err= 0.999781 th-err= 0.025032 dev= nan test= 0.125000 train= 0.019444
rnd 721: wh-err= 0.999782 th-err= 0.025027 dev= nan test= 0.125000 train= 0.019444
rnd 722: wh-err= 0.999782 th-err= 0.025021 dev= nan test= 0.125000 train= 0.019444
rnd 723: wh-err= 0.999782 th-err= 0.025016 dev= nan test= 0.125000 train= 0.019444
rnd 724: wh-err= 0.999782 th-err= 0.025010 dev= nan test= 0.125000 train= 0.019444
rnd 725: wh-err= 0.999783 th-err= 0.025005 dev= nan test= 0.125000 train= 0.019444
rnd 726: wh-err= 0.999783 th-err= 0.025000 dev= nan test= 0.125000 train= 0.019444
rnd 727: wh-err= 0.999784 th-err= 0.024994 dev= nan test= 0.125000 train= 0.019444
rnd 728: wh-err= 0.999785 th-err= 0.024989 dev= nan test= 0.125000 train= 0.019444
rnd 729: wh-err= 0.999785 th-err= 0.024983 dev= nan test= 0.125000 train= 0.019444
rnd 730: wh-err= 0.999785 th-err= 0.024978 dev= nan test= 0.125000 train= 0.019444
rnd 731: wh-err= 0.999786 th-err= 0.024973 dev= nan test= 0.125000 train= 0.019444
rnd 732: wh-err= 0.999786 th-err= 0.024967 dev= nan test= 0.125000 train= 0.019444
rnd 733: wh-err= 0.999786 th-err= 0.024962 dev= nan test= 0.125000 train= 0.019444
rnd 734: wh-err= 0.999786 th-err= 0.024957 dev= nan test= 0.125000 train= 0.019444
rnd 735: wh-err= 0.999787 th-err= 0.024951 dev= nan test= 0.125000 train= 0.019444
rnd 736: wh-err= 0.999787 th-err= 0.024946 dev= nan test= 0.125000 train= 0.019444
rnd 737: wh-err= 0.999787 th-err= 0.024941 dev= nan test= 0.125000 train= 0.019444
rnd 738: wh-err= 0.999787 th-err= 0.024935 dev= nan test= 0.125000 train= 0.019444
rnd 739: wh-err= 0.999787 th-err= 0.024930 dev= nan test= 0.125000 train= 0.019444
rnd 740: wh-err= 0.999788 th-err= 0.024925 dev= nan test= 0.125000 train= 0.019444
rnd 741: wh-err= 0.999788 th-err= 0.024919 dev= nan test= 0.125000 train= 0.019444
rnd 742: wh-err= 0.999774 th-err= 0.024914 dev= nan test= 0.125000 train= 0.019444
rnd 743: wh-err= 0.999781 th-err= 0.024908 dev= nan test= 0.125000 train= 0.019444
rnd 744: wh-err= 0.999781 th-err= 0.024903 dev= nan test= 0.125000 train= 0.019444
rnd 745: wh-err= 0.999786 th-err= 0.024898 dev= nan test= 0.125000 train= 0.019444
rnd 746: wh-err= 0.999788 th-err= 0.024892 dev= nan test= 0.125000 train= 0.019444
rnd 747: wh-err= 0.999788 th-err= 0.024887 dev= nan test= 0.125000 train= 0.019444
rnd 748: wh-err= 0.999788 th-err= 0.024882 dev= nan test= 0.125000 train= 0.019444
rnd 749: wh-err= 0.999789 th-err= 0.024877 dev= nan test= 0.125000 train= 0.019444
rnd 750: wh-err= 0.999789 th-err= 0.024871 dev= nan test= 0.125000 train= 0.019444
rnd 751: wh-err= 0.999787 th-err= 0.024866 dev= nan test= 0.125000 train= 0.019444
rnd 752: wh-err= 0.999790 th-err= 0.024861 dev= nan test= 0.125000 train= 0.019444
rnd 753: wh-err= 0.999790 th-err= 0.024856 dev= nan test= 0.125000 train= 0.019444
rnd 754: wh-err= 0.999791 th-err= 0.024850 dev= nan test= 0.125000 train= 0.019444
rnd 755: wh-err= 0.999792 th-err= 0.024845 dev= nan test= 0.125000 train= 0.019444
rnd 756: wh-err= 0.999792 th-err= 0.024840 dev= nan test= 0.125000 train= 0.019444
rnd 757: wh-err= 0.999792 th-err= 0.024835 dev= nan test= 0.125000 train= 0.019444
rnd 758: wh-err= 0.999793 th-err= 0.024830 dev= nan test= 0.125000 train= 0.019444
rnd 759: wh-err= 0.999793 th-err= 0.024825 dev= nan test= 0.125000 train= 0.019444
rnd 760: wh-err= 0.999794 th-err= 0.024819 dev= nan test= 0.125000 train= 0.019444
rnd 761: wh-err= 0.999794 th-err= 0.024814 dev= nan test= 0.125000 train= 0.019444
rnd 762: wh-err= 0.999794 th-err= 0.024809 dev= nan test= 0.125000 train= 0.019444
rnd 763: wh-err= 0.999795 th-err= 0.024804 dev= nan test= 0.125000 train= 0.019444
rnd 764: wh-err= 0.999795 th-err= 0.024799 dev= nan test= 0.125000 train= 0.019444
rnd 765: wh-err= 0.999795 th-err= 0.024794 dev= nan test= 0.125000 train= 0.019444
rnd 766: wh-err= 0.999793 th-err= 0.024789 dev= nan test= 0.125000 train= 0.019444
rnd 767: wh-err= 0.999795 th-err= 0.024784 dev= nan test= 0.125000 train= 0.019444
rnd 768: wh-err= 0.999795 th-err= 0.024779 dev= nan test= 0.125000 train= 0.019444
rnd 769: wh-err= 0.999795 th-err= 0.024774 dev= nan test= 0.125000 train= 0.019444
rnd 770: wh-err= 0.999795 th-err= 0.024769 dev= nan test= 0.125000 train= 0.019444
rnd 771: wh-err= 0.999796 th-err= 0.024763 dev= nan test= 0.125000 train= 0.019444
rnd 772: wh-err= 0.999796 th-err= 0.024758 dev= nan test= 0.125000 train= 0.019444
rnd 773: wh-err= 0.999797 th-err= 0.024753 dev= nan test= 0.125000 train= 0.019444
rnd 774: wh-err= 0.999798 th-err= 0.024748 dev= nan test= 0.125000 train= 0.019444
rnd 775: wh-err= 0.999797 th-err= 0.024743 dev= nan test= 0.125000 train= 0.019444
rnd 776: wh-err= 0.999798 th-err= 0.024738 dev= nan test= 0.125000 train= 0.019444
rnd 777: wh-err= 0.999799 th-err= 0.024733 dev= nan test= 0.125000 train= 0.019444
rnd 778: wh-err= 0.999799 th-err= 0.024728 dev= nan test= 0.125000 train= 0.019444
rnd 779: wh-err= 0.999800 th-err= 0.024724 dev= nan test= 0.125000 train= 0.019444
rnd 780: wh-err= 0.999800 th-err= 0.024719 dev= nan test= 0.125000 train= 0.019444
rnd 781: wh-err= 0.999801 th-err= 0.024714 dev= nan test= 0.125000 train= 0.019444
rnd 782: wh-err= 0.999801 th-err= 0.024709 dev= nan test= 0.125000 train= 0.019444
rnd 783: wh-err= 0.999801 th-err= 0.024704 dev= nan test= 0.125000 train= 0.019444
rnd 784: wh-err= 0.999802 th-err= 0.024699 dev= nan test= 0.125000 train= 0.019444
rnd 785: wh-err= 0.999802 th-err= 0.024694 dev= nan test= 0.125000 train= 0.019444
rnd 786: wh-err= 0.999802 th-err= 0.024689 dev= nan test= 0.125000 train= 0.019444
rnd 787: wh-err= 0.999802 th-err= 0.024684 dev= nan test= 0.125000 train= 0.019444
rnd 788: wh-err= 0.999802 th-err= 0.024679 dev= nan test= 0.125000 train= 0.019444
rnd 789: wh-err= 0.999802 th-err= 0.024674 dev= nan test= 0.125000 train= 0.019444
rnd 790: wh-err= 0.999802 th-err= 0.024670 dev= nan test= 0.125000 train= 0.019444
rnd 791: wh-err= 0.999803 th-err= 0.024665 dev= nan test= 0.125000 train= 0.019444
rnd 792: wh-err= 0.999803 th-err= 0.024660 dev= nan test= 0.125000 train= 0.019444
rnd 793: wh-err= 0.999803 th-err= 0.024655 dev= nan test= 0.125000 train= 0.019444
rnd 794: wh-err= 0.999804 th-err= 0.024650 dev= nan test= 0.125000 train= 0.019444
rnd 795: wh-err= 0.999804 th-err= 0.024645 dev= nan test= 0.125000 train= 0.019444
rnd 796: wh-err= 0.999804 th-err= 0.024641 dev= nan test= 0.125000 train= 0.019444
rnd 797: wh-err= 0.999805 th-err= 0.024636 dev= nan test= 0.125000 train= 0.019444
rnd 798: wh-err= 0.999805 th-err= 0.024631 dev= nan test= 0.125000 train= 0.019444
rnd 799: wh-err= 0.999805 th-err= 0.024626 dev= nan test= 0.125000 train= 0.019444
rnd 800: wh-err= 0.999806 th-err= 0.024621 dev= nan test= 0.125000 train= 0.019444
rnd 801: wh-err= 0.999807 th-err= 0.024617 dev= nan test= 0.125000 train= 0.019444
rnd 802: wh-err= 0.999807 th-err= 0.024612 dev= nan test= 0.125000 train= 0.019444
rnd 803: wh-err= 0.999807 th-err= 0.024607 dev= nan test= 0.125000 train= 0.019444
rnd 804: wh-err= 0.999807 th-err= 0.024602 dev= nan test= 0.125000 train= 0.019444
rnd 805: wh-err= 0.999807 th-err= 0.024598 dev= nan test= 0.125000 train= 0.019444
rnd 806: wh-err= 0.999807 th-err= 0.024593 dev= nan test= 0.125000 train= 0.019444
rnd 807: wh-err= 0.999808 th-err= 0.024588 dev= nan test= 0.125000 train= 0.019444
rnd 808: wh-err= 0.999808 th-err= 0.024583 dev= nan test= 0.125000 train= 0.019444
rnd 809: wh-err= 0.999808 th-err= 0.024579 dev= nan test= 0.125000 train= 0.019444
rnd 810: wh-err= 0.999809 th-err= 0.024574 dev= nan test= 0.125000 train= 0.019444
rnd 811: wh-err= 0.999809 th-err= 0.024569 dev= nan test= 0.125000 train= 0.019444
rnd 812: wh-err= 0.999809 th-err= 0.024565 dev= nan test= 0.125000 train= 0.019444
rnd 813: wh-err= 0.999809 th-err= 0.024560 dev= nan test= 0.125000 train= 0.019444
rnd 814: wh-err= 0.999809 th-err= 0.024555 dev= nan test= 0.125000 train= 0.019444
rnd 815: wh-err= 0.999809 th-err= 0.024551 dev= nan test= 0.125000 train= 0.019444
rnd 816: wh-err= 0.999810 th-err= 0.024546 dev= nan test= 0.125000 train= 0.019444
rnd 817: wh-err= 0.999811 th-err= 0.024541 dev= nan test= 0.125000 train= 0.019444
rnd 818: wh-err= 0.999811 th-err= 0.024537 dev= nan test= 0.125000 train= 0.019444
rnd 819: wh-err= 0.999811 th-err= 0.024532 dev= nan test= 0.125000 train= 0.019444
rnd 820: wh-err= 0.999811 th-err= 0.024527 dev= nan test= 0.125000 train= 0.019444
rnd 821: wh-err= 0.999811 th-err= 0.024523 dev= nan test= 0.125000 train= 0.019444
rnd 822: wh-err= 0.999812 th-err= 0.024518 dev= nan test= 0.125000 train= 0.019444
rnd 823: wh-err= 0.999812 th-err= 0.024513 dev= nan test= 0.125000 train= 0.019444
rnd 824: wh-err= 0.999812 th-err= 0.024509 dev= nan test= 0.125000 train= 0.019444
rnd 825: wh-err= 0.999812 th-err= 0.024504 dev= nan test= 0.125000 train= 0.019444
rnd 826: wh-err= 0.999812 th-err= 0.024500 dev= nan test= 0.125000 train= 0.019444
rnd 827: wh-err= 0.999813 th-err= 0.024495 dev= nan test= 0.125000 train= 0.019444
rnd 828: wh-err= 0.999813 th-err= 0.024491 dev= nan test= 0.125000 train= 0.019444
rnd 829: wh-err= 0.999813 th-err= 0.024486 dev= nan test= 0.125000 train= 0.019444
rnd 830: wh-err= 0.999813 th-err= 0.024481 dev= nan test= 0.125000 train= 0.019444
rnd 831: wh-err= 0.999813 th-err= 0.024477 dev= nan test= 0.125000 train= 0.019444
rnd 832: wh-err= 0.999813 th-err= 0.024472 dev= nan test= 0.125000 train= 0.019444
rnd 833: wh-err= 0.999814 th-err= 0.024468 dev= nan test= 0.125000 train= 0.019444
rnd 834: wh-err= 0.999814 th-err= 0.024463 dev= nan test= 0.125000 train= 0.019444
rnd 835: wh-err= 0.999814 th-err= 0.024459 dev= nan test= 0.125000 train= 0.019444
rnd 836: wh-err= 0.999814 th-err= 0.024454 dev= nan test= 0.125000 train= 0.019444
rnd 837: wh-err= 0.999815 th-err= 0.024449 dev= nan test= 0.125000 train= 0.019444
rnd 838: wh-err= 0.999815 th-err= 0.024445 dev= nan test= 0.125000 train= 0.019444
rnd 839: wh-err= 0.999815 th-err= 0.024440 dev= nan test= 0.125000 train= 0.019444
rnd 840: wh-err= 0.999815 th-err= 0.024436 dev= nan test= 0.125000 train= 0.019444
rnd 841: wh-err= 0.999815 th-err= 0.024431 dev= nan test= 0.125000 train= 0.019444
rnd 842: wh-err= 0.999816 th-err= 0.024427 dev= nan test= 0.125000 train= 0.019444
rnd 843: wh-err= 0.999816 th-err= 0.024422 dev= nan test= 0.125000 train= 0.019444
rnd 844: wh-err= 0.999816 th-err= 0.024418 dev= nan test= 0.125000 train= 0.019444
rnd 845: wh-err= 0.999816 th-err= 0.024413 dev= nan test= 0.125000 train= 0.019444
rnd 846: wh-err= 0.999816 th-err= 0.024409 dev= nan test= 0.125000 train= 0.019444
rnd 847: wh-err= 0.999817 th-err= 0.024404 dev= nan test= 0.125000 train= 0.019444
rnd 848: wh-err= 0.999817 th-err= 0.024400 dev= nan test= 0.125000 train= 0.019444
rnd 849: wh-err= 0.999817 th-err= 0.024396 dev= nan test= 0.125000 train= 0.019444
rnd 850: wh-err= 0.999817 th-err= 0.024391 dev= nan test= 0.125000 train= 0.019444
rnd 851: wh-err= 0.999818 th-err= 0.024387 dev= nan test= 0.125000 train= 0.019444
rnd 852: wh-err= 0.999817 th-err= 0.024382 dev= nan test= 0.125000 train= 0.019444
rnd 853: wh-err= 0.999792 th-err= 0.024377 dev= nan test= 0.125000 train= 0.019444
rnd 854: wh-err= 0.999797 th-err= 0.024372 dev= nan test= 0.125000 train= 0.019444
rnd 855: wh-err= 0.999806 th-err= 0.024367 dev= nan test= 0.125000 train= 0.019444
rnd 856: wh-err= 0.999810 th-err= 0.024363 dev= nan test= 0.125000 train= 0.019444
rnd 857: wh-err= 0.999817 th-err= 0.024358 dev= nan test= 0.125000 train= 0.019444
rnd 858: wh-err= 0.999819 th-err= 0.024354 dev= nan test= 0.125000 train= 0.019444
rnd 859: wh-err= 0.999819 th-err= 0.024350 dev= nan test= 0.125000 train= 0.019444
rnd 860: wh-err= 0.999820 th-err= 0.024345 dev= nan test= 0.125000 train= 0.019444
rnd 861: wh-err= 0.999820 th-err= 0.024341 dev= nan test= 0.125000 train= 0.019444
rnd 862: wh-err= 0.999821 th-err= 0.024336 dev= nan test= 0.125000 train= 0.019444
rnd 863: wh-err= 0.999821 th-err= 0.024332 dev= nan test= 0.125000 train= 0.019444
rnd 864: wh-err= 0.999821 th-err= 0.024328 dev= nan test= 0.125000 train= 0.019444
rnd 865: wh-err= 0.999821 th-err= 0.024323 dev= nan test= 0.125000 train= 0.019444
rnd 866: wh-err= 0.999821 th-err= 0.024319 dev= nan test= 0.125000 train= 0.019444
rnd 867: wh-err= 0.999821 th-err= 0.024315 dev= nan test= 0.125000 train= 0.019444
rnd 868: wh-err= 0.999821 th-err= 0.024310 dev= nan test= 0.125000 train= 0.019444
rnd 869: wh-err= 0.999821 th-err= 0.024306 dev= nan test= 0.125000 train= 0.019444
rnd 870: wh-err= 0.999821 th-err= 0.024302 dev= nan test= 0.125000 train= 0.019444
rnd 871: wh-err= 0.999822 th-err= 0.024297 dev= nan test= 0.125000 train= 0.019444
rnd 872: wh-err= 0.999822 th-err= 0.024293 dev= nan test= 0.125000 train= 0.019444
rnd 873: wh-err= 0.999822 th-err= 0.024289 dev= nan test= 0.125000 train= 0.019444
rnd 874: wh-err= 0.999823 th-err= 0.024284 dev= nan test= 0.125000 train= 0.019444
rnd 875: wh-err= 0.999823 th-err= 0.024280 dev= nan test= 0.125000 train= 0.019444
rnd 876: wh-err= 0.999823 th-err= 0.024276 dev= nan test= 0.125000 train= 0.019444
rnd 877: wh-err= 0.999823 th-err= 0.024271 dev= nan test= 0.125000 train= 0.019444
rnd 878: wh-err= 0.999823 th-err= 0.024267 dev= nan test= 0.125000 train= 0.019444
rnd 879: wh-err= 0.999824 th-err= 0.024263 dev= nan test= 0.125000 train= 0.019444
rnd 880: wh-err= 0.999824 th-err= 0.024259 dev= nan test= 0.125000 train= 0.019444
rnd 881: wh-err= 0.999824 th-err= 0.024254 dev= nan test= 0.125000 train= 0.019444
rnd 882: wh-err= 0.999825 th-err= 0.024250 dev= nan test= 0.125000 train= 0.019444
rnd 883: wh-err= 0.999825 th-err= 0.024246 dev= nan test= 0.125000 train= 0.019444
rnd 884: wh-err= 0.999825 th-err= 0.024242 dev= nan test= 0.125000 train= 0.019444
rnd 885: wh-err= 0.999825 th-err= 0.024237 dev= nan test= 0.125000 train= 0.019444
rnd 886: wh-err= 0.999826 th-err= 0.024233 dev= nan test= 0.125000 train= 0.019444
rnd 887: wh-err= 0.999826 th-err= 0.024229 dev= nan test= 0.125000 train= 0.019444
rnd 888: wh-err= 0.999826 th-err= 0.024225 dev= nan test= 0.125000 train= 0.019444
rnd 889: wh-err= 0.999826 th-err= 0.024220 dev= nan test= 0.125000 train= 0.019444
rnd 890: wh-err= 0.999826 th-err= 0.024216 dev= nan test= 0.125000 train= 0.019444
rnd 891: wh-err= 0.999827 th-err= 0.024212 dev= nan test= 0.125000 train= 0.019444
rnd 892: wh-err= 0.999827 th-err= 0.024208 dev= nan test= 0.125000 train= 0.019444
rnd 893: wh-err= 0.999827 th-err= 0.024204 dev= nan test= 0.125000 train= 0.019444
rnd 894: wh-err= 0.999827 th-err= 0.024200 dev= nan test= 0.125000 train= 0.019444
rnd 895: wh-err= 0.999827 th-err= 0.024195 dev= nan test= 0.125000 train= 0.019444
rnd 896: wh-err= 0.999828 th-err= 0.024191 dev= nan test= 0.125000 train= 0.019444
rnd 897: wh-err= 0.999828 th-err= 0.024187 dev= nan test= 0.125000 train= 0.019444
rnd 898: wh-err= 0.999828 th-err= 0.024183 dev= nan test= 0.125000 train= 0.019444
rnd 899: wh-err= 0.999828 th-err= 0.024179 dev= nan test= 0.125000 train= 0.019444
rnd 900: wh-err= 0.999828 th-err= 0.024175 dev= nan test= 0.125000 train= 0.019444
rnd 901: wh-err= 0.999829 th-err= 0.024170 dev= nan test= 0.125000 train= 0.019444
rnd 902: wh-err= 0.999829 th-err= 0.024166 dev= nan test= 0.125000 train= 0.019444
rnd 903: wh-err= 0.999829 th-err= 0.024162 dev= nan test= 0.125000 train= 0.019444
rnd 904: wh-err= 0.999830 th-err= 0.024158 dev= nan test= 0.125000 train= 0.019444
rnd 905: wh-err= 0.999830 th-err= 0.024154 dev= nan test= 0.125000 train= 0.019444
rnd 906: wh-err= 0.999830 th-err= 0.024150 dev= nan test= 0.125000 train= 0.019444
rnd 907: wh-err= 0.999830 th-err= 0.024146 dev= nan test= 0.125000 train= 0.019444
rnd 908: wh-err= 0.999830 th-err= 0.024142 dev= nan test= 0.125000 train= 0.019444
rnd 909: wh-err= 0.999830 th-err= 0.024137 dev= nan test= 0.125000 train= 0.019444
rnd 910: wh-err= 0.999830 th-err= 0.024133 dev= nan test= 0.125000 train= 0.019444
rnd 911: wh-err= 0.999831 th-err= 0.024129 dev= nan test= 0.125000 train= 0.019444
rnd 912: wh-err= 0.999831 th-err= 0.024125 dev= nan test= 0.125000 train= 0.019444
rnd 913: wh-err= 0.999831 th-err= 0.024121 dev= nan test= 0.125000 train= 0.019444
rnd 914: wh-err= 0.999831 th-err= 0.024117 dev= nan test= 0.125000 train= 0.019444
rnd 915: wh-err= 0.999831 th-err= 0.024113 dev= nan test= 0.125000 train= 0.019444
rnd 916: wh-err= 0.999831 th-err= 0.024109 dev= nan test= 0.125000 train= 0.019444
rnd 917: wh-err= 0.999832 th-err= 0.024105 dev= nan test= 0.125000 train= 0.019444
rnd 918: wh-err= 0.999832 th-err= 0.024101 dev= nan test= 0.125000 train= 0.019444
rnd 919: wh-err= 0.999832 th-err= 0.024097 dev= nan test= 0.125000 train= 0.019444
rnd 920: wh-err= 0.999832 th-err= 0.024093 dev= nan test= 0.125000 train= 0.019444
rnd 921: wh-err= 0.999833 th-err= 0.024089 dev= nan test= 0.125000 train= 0.019444
rnd 922: wh-err= 0.999826 th-err= 0.024085 dev= nan test= 0.125000 train= 0.019444
rnd 923: wh-err= 0.999831 th-err= 0.024080 dev= nan test= 0.125000 train= 0.019444
rnd 924: wh-err= 0.999833 th-err= 0.024076 dev= nan test= 0.125000 train= 0.019444
rnd 925: wh-err= 0.999831 th-err= 0.024072 dev= nan test= 0.125000 train= 0.019444
rnd 926: wh-err= 0.999829 th-err= 0.024068 dev= nan test= 0.125000 train= 0.019444
rnd 927: wh-err= 0.999812 th-err= 0.024064 dev= nan test= 0.125000 train= 0.019444
rnd 928: wh-err= 0.999828 th-err= 0.024060 dev= nan test= 0.125000 train= 0.019444
rnd 929: wh-err= 0.999829 th-err= 0.024055 dev= nan test= 0.125000 train= 0.019444
rnd 930: wh-err= 0.999829 th-err= 0.024051 dev= nan test= 0.125000 train= 0.019444
rnd 931: wh-err= 0.999831 th-err= 0.024047 dev= nan test= 0.125000 train= 0.019444
rnd 932: wh-err= 0.999832 th-err= 0.024043 dev= nan test= 0.125000 train= 0.019444
rnd 933: wh-err= 0.999833 th-err= 0.024039 dev= nan test= 0.125000 train= 0.019444
rnd 934: wh-err= 0.999834 th-err= 0.024035 dev= nan test= 0.125000 train= 0.019444
rnd 935: wh-err= 0.999834 th-err= 0.024031 dev= nan test= 0.125000 train= 0.019444
rnd 936: wh-err= 0.999834 th-err= 0.024027 dev= nan test= 0.125000 train= 0.019444
rnd 937: wh-err= 0.999835 th-err= 0.024023 dev= nan test= 0.125000 train= 0.019444
rnd 938: wh-err= 0.999835 th-err= 0.024019 dev= nan test= 0.125000 train= 0.019444
rnd 939: wh-err= 0.999835 th-err= 0.024015 dev= nan test= 0.125000 train= 0.019444
rnd 940: wh-err= 0.999835 th-err= 0.024011 dev= nan test= 0.125000 train= 0.019444
rnd 941: wh-err= 0.999835 th-err= 0.024007 dev= nan test= 0.125000 train= 0.019444
rnd 942: wh-err= 0.999836 th-err= 0.024003 dev= nan test= 0.125000 train= 0.019444
rnd 943: wh-err= 0.999836 th-err= 0.024000 dev= nan test= 0.125000 train= 0.019444
rnd 944: wh-err= 0.999836 th-err= 0.023996 dev= nan test= 0.125000 train= 0.019444
rnd 945: wh-err= 0.999836 th-err= 0.023992 dev= nan test= 0.125000 train= 0.019444
rnd 946: wh-err= 0.999836 th-err= 0.023988 dev= nan test= 0.125000 train= 0.019444
rnd 947: wh-err= 0.999837 th-err= 0.023984 dev= nan test= 0.125000 train= 0.019444
rnd 948: wh-err= 0.999837 th-err= 0.023980 dev= nan test= 0.125000 train= 0.019444
rnd 949: wh-err= 0.999837 th-err= 0.023976 dev= nan test= 0.125000 train= 0.019444
rnd 950: wh-err= 0.999838 th-err= 0.023972 dev= nan test= 0.125000 train= 0.019444
rnd 951: wh-err= 0.999838 th-err= 0.023968 dev= nan test= 0.125000 train= 0.019444
rnd 952: wh-err= 0.999838 th-err= 0.023964 dev= nan test= 0.125000 train= 0.019444
rnd 953: wh-err= 0.999838 th-err= 0.023960 dev= nan test= 0.125000 train= 0.019444
rnd 954: wh-err= 0.999838 th-err= 0.023957 dev= nan test= 0.125000 train= 0.019444
rnd 955: wh-err= 0.999839 th-err= 0.023953 dev= nan test= 0.125000 train= 0.019444
rnd 956: wh-err= 0.999839 th-err= 0.023949 dev= nan test= 0.125000 train= 0.019444
rnd 957: wh-err= 0.999839 th-err= 0.023945 dev= nan test= 0.125000 train= 0.019444
rnd 958: wh-err= 0.999839 th-err= 0.023941 dev= nan test= 0.125000 train= 0.019444
rnd 959: wh-err= 0.999839 th-err= 0.023937 dev= nan test= 0.125000 train= 0.019444
rnd 960: wh-err= 0.999839 th-err= 0.023933 dev= nan test= 0.125000 train= 0.019444
rnd 961: wh-err= 0.999840 th-err= 0.023930 dev= nan test= 0.125000 train= 0.019444
rnd 962: wh-err= 0.999840 th-err= 0.023926 dev= nan test= 0.125000 train= 0.019444
rnd 963: wh-err= 0.999841 th-err= 0.023922 dev= nan test= 0.125000 train= 0.019444
rnd 964: wh-err= 0.999841 th-err= 0.023918 dev= nan test= 0.125000 train= 0.019444
rnd 965: wh-err= 0.999831 th-err= 0.023914 dev= nan test= 0.125000 train= 0.019444
rnd 966: wh-err= 0.999834 th-err= 0.023910 dev= nan test= 0.125000 train= 0.019444
rnd 967: wh-err= 0.999841 th-err= 0.023906 dev= nan test= 0.125000 train= 0.019444
rnd 968: wh-err= 0.999841 th-err= 0.023903 dev= nan test= 0.125000 train= 0.019444
rnd 969: wh-err= 0.999841 th-err= 0.023899 dev= nan test= 0.125000 train= 0.019444
rnd 970: wh-err= 0.999841 th-err= 0.023895 dev= nan test= 0.125000 train= 0.019444
rnd 971: wh-err= 0.999841 th-err= 0.023891 dev= nan test= 0.125000 train= 0.019444
rnd 972: wh-err= 0.999842 th-err= 0.023887 dev= nan test= 0.125000 train= 0.019444
rnd 973: wh-err= 0.999842 th-err= 0.023884 dev= nan test= 0.125000 train= 0.019444
rnd 974: wh-err= 0.999842 th-err= 0.023880 dev= nan test= 0.125000 train= 0.019444
rnd 975: wh-err= 0.999842 th-err= 0.023876 dev= nan test= 0.125000 train= 0.019444
rnd 976: wh-err= 0.999842 th-err= 0.023872 dev= nan test= 0.125000 train= 0.019444
rnd 977: wh-err= 0.999843 th-err= 0.023869 dev= nan test= 0.125000 train= 0.019444
rnd 978: wh-err= 0.999843 th-err= 0.023865 dev= nan test= 0.125000 train= 0.019444
rnd 979: wh-err= 0.999843 th-err= 0.023861 dev= nan test= 0.125000 train= 0.019444
rnd 980: wh-err= 0.999844 th-err= 0.023857 dev= nan test= 0.125000 train= 0.019444
rnd 981: wh-err= 0.999844 th-err= 0.023854 dev= nan test= 0.125000 train= 0.019444
rnd 982: wh-err= 0.999844 th-err= 0.023850 dev= nan test= 0.125000 train= 0.019444
rnd 983: wh-err= 0.999844 th-err= 0.023846 dev= nan test= 0.125000 train= 0.019444
rnd 984: wh-err= 0.999844 th-err= 0.023843 dev= nan test= 0.125000 train= 0.019444
rnd 985: wh-err= 0.999844 th-err= 0.023839 dev= nan test= 0.125000 train= 0.019444
rnd 986: wh-err= 0.999845 th-err= 0.023835 dev= nan test= 0.125000 train= 0.019444
rnd 987: wh-err= 0.999845 th-err= 0.023831 dev= nan test= 0.125000 train= 0.019444
rnd 988: wh-err= 0.999845 th-err= 0.023828 dev= nan test= 0.125000 train= 0.019444
rnd 989: wh-err= 0.999845 th-err= 0.023824 dev= nan test= 0.125000 train= 0.019444
rnd 990: wh-err= 0.999845 th-err= 0.023820 dev= nan test= 0.125000 train= 0.019444
rnd 991: wh-err= 0.999843 th-err= 0.023817 dev= nan test= 0.125000 train= 0.019444
rnd 992: wh-err= 0.999845 th-err= 0.023813 dev= nan test= 0.125000 train= 0.019444
rnd 993: wh-err= 0.999845 th-err= 0.023809 dev= nan test= 0.125000 train= 0.019444
rnd 994: wh-err= 0.999846 th-err= 0.023806 dev= nan test= 0.125000 train= 0.019444
rnd 995: wh-err= 0.999847 th-err= 0.023802 dev= nan test= 0.125000 train= 0.019444
rnd 996: wh-err= 0.999847 th-err= 0.023798 dev= nan test= 0.125000 train= 0.019444
rnd 997: wh-err= 0.999847 th-err= 0.023795 dev= nan test= 0.125000 train= 0.019444
rnd 998: wh-err= 0.999847 th-err= 0.023791 dev= nan test= 0.125000 train= 0.019444
rnd 999: wh-err= 0.999847 th-err= 0.023787 dev= nan test= 0.125000 train= 0.019444
rnd 1000: wh-err= 0.999847 th-err= 0.023784 dev= nan test= 0.125000 train= 0.019444
