rnd 1: wh-err= 0.971825 th-err= 0.971825 dev= nan test= 0.500000 train= 0.472222
rnd 2: wh-err= 0.973486 th-err= 0.946059 dev= nan test= 0.475000 train= 0.447222
rnd 3: wh-err= 0.974662 th-err= 0.922088 dev= nan test= 0.475000 train= 0.447222
rnd 4: wh-err= 0.975455 th-err= 0.899455 dev= nan test= 0.450000 train= 0.425000
rnd 5: wh-err= 0.974487 th-err= 0.876507 dev= nan test= 0.425000 train= 0.402778
rnd 6: wh-err= 0.976589 th-err= 0.855987 dev= nan test= 0.425000 train= 0.402778
rnd 7: wh-err= 0.978785 th-err= 0.837828 dev= nan test= 0.425000 train= 0.402778
rnd 8: wh-err= 0.980142 th-err= 0.821190 dev= nan test= 0.425000 train= 0.386111
rnd 9: wh-err= 0.979096 th-err= 0.804024 dev= nan test= 0.425000 train= 0.386111
rnd 10: wh-err= 0.979713 th-err= 0.787712 dev= nan test= 0.425000 train= 0.369444
rnd 11: wh-err= 0.978213 th-err= 0.770551 dev= nan test= 0.325000 train= 0.338889
rnd 12: wh-err= 0.979028 th-err= 0.754391 dev= nan test= 0.350000 train= 0.333333
rnd 13: wh-err= 0.981706 th-err= 0.740590 dev= nan test= 0.350000 train= 0.327778
rnd 14: wh-err= 0.981373 th-err= 0.726795 dev= nan test= 0.350000 train= 0.327778
rnd 15: wh-err= 0.980404 th-err= 0.712552 dev= nan test= 0.425000 train= 0.272222
rnd 16: wh-err= 0.979499 th-err= 0.697944 dev= nan test= 0.425000 train= 0.266667
rnd 17: wh-err= 0.980151 th-err= 0.684091 dev= nan test= 0.400000 train= 0.252778
rnd 18: wh-err= 0.981116 th-err= 0.671172 dev= nan test= 0.400000 train= 0.250000
rnd 19: wh-err= 0.982556 th-err= 0.659464 dev= nan test= 0.400000 train= 0.250000
rnd 20: wh-err= 0.981098 th-err= 0.646999 dev= nan test= 0.350000 train= 0.236111
rnd 21: wh-err= 0.981685 th-err= 0.635149 dev= nan test= 0.350000 train= 0.236111
rnd 22: wh-err= 0.981323 th-err= 0.623286 dev= nan test= 0.350000 train= 0.233333
rnd 23: wh-err= 0.981606 th-err= 0.611821 dev= nan test= 0.325000 train= 0.233333
rnd 24: wh-err= 0.982284 th-err= 0.600982 dev= nan test= 0.325000 train= 0.225000
rnd 25: wh-err= 0.981942 th-err= 0.590130 dev= nan test= 0.325000 train= 0.216667
rnd 26: wh-err= 0.982392 th-err= 0.579739 dev= nan test= 0.325000 train= 0.205556
rnd 27: wh-err= 0.981277 th-err= 0.568884 dev= nan test= 0.275000 train= 0.172222
rnd 28: wh-err= 0.981559 th-err= 0.558393 dev= nan test= 0.250000 train= 0.163889
rnd 29: wh-err= 0.983252 th-err= 0.549042 dev= nan test= 0.225000 train= 0.163889
rnd 30: wh-err= 0.982454 th-err= 0.539408 dev= nan test= 0.225000 train= 0.163889
rnd 31: wh-err= 0.981740 th-err= 0.529559 dev= nan test= 0.225000 train= 0.152778
rnd 32: wh-err= 0.981943 th-err= 0.519996 dev= nan test= 0.225000 train= 0.141667
rnd 33: wh-err= 0.982813 th-err= 0.511059 dev= nan test= 0.225000 train= 0.138889
rnd 34: wh-err= 0.982415 th-err= 0.502072 dev= nan test= 0.225000 train= 0.136111
rnd 35: wh-err= 0.983311 th-err= 0.493693 dev= nan test= 0.200000 train= 0.127778
rnd 36: wh-err= 0.982916 th-err= 0.485259 dev= nan test= 0.200000 train= 0.127778
rnd 37: wh-err= 0.983824 th-err= 0.477409 dev= nan test= 0.200000 train= 0.119444
rnd 38: wh-err= 0.983863 th-err= 0.469705 dev= nan test= 0.200000 train= 0.116667
rnd 39: wh-err= 0.982991 th-err= 0.461716 dev= nan test= 0.225000 train= 0.113889
rnd 40: wh-err= 0.981584 th-err= 0.453213 dev= nan test= 0.200000 train= 0.111111
rnd 41: wh-err= 0.982507 th-err= 0.445285 dev= nan test= 0.200000 train= 0.111111
rnd 42: wh-err= 0.983077 th-err= 0.437750 dev= nan test= 0.200000 train= 0.108333
rnd 43: wh-err= 0.983400 th-err= 0.430483 dev= nan test= 0.200000 train= 0.100000
rnd 44: wh-err= 0.984463 th-err= 0.423794 dev= nan test= 0.175000 train= 0.102778
rnd 45: wh-err= 0.983002 th-err= 0.416591 dev= nan test= 0.175000 train= 0.100000
rnd 46: wh-err= 0.982594 th-err= 0.409339 dev= nan test= 0.175000 train= 0.094444
rnd 47: wh-err= 0.983346 th-err= 0.402522 dev= nan test= 0.175000 train= 0.097222
rnd 48: wh-err= 0.983130 th-err= 0.395732 dev= nan test= 0.175000 train= 0.094444
rnd 49: wh-err= 0.982917 th-err= 0.388971 dev= nan test= 0.175000 train= 0.088889
rnd 50: wh-err= 0.984973 th-err= 0.383126 dev= nan test= 0.150000 train= 0.086111
rnd 51: wh-err= 0.985140 th-err= 0.377433 dev= nan test= 0.175000 train= 0.094444
rnd 52: wh-err= 0.979615 th-err= 0.369739 dev= nan test= 0.150000 train= 0.088889
rnd 53: wh-err= 0.983705 th-err= 0.363714 dev= nan test= 0.175000 train= 0.083333
rnd 54: wh-err= 0.985062 th-err= 0.358281 dev= nan test= 0.175000 train= 0.083333
rnd 55: wh-err= 0.984813 th-err= 0.352839 dev= nan test= 0.175000 train= 0.086111
rnd 56: wh-err= 0.984537 th-err= 0.347383 dev= nan test= 0.175000 train= 0.088889
rnd 57: wh-err= 0.984541 th-err= 0.342013 dev= nan test= 0.175000 train= 0.080556
rnd 58: wh-err= 0.983272 th-err= 0.336292 dev= nan test= 0.175000 train= 0.086111
rnd 59: wh-err= 0.984402 th-err= 0.331046 dev= nan test= 0.175000 train= 0.086111
rnd 60: wh-err= 0.984535 th-err= 0.325927 dev= nan test= 0.175000 train= 0.086111
rnd 61: wh-err= 0.984720 th-err= 0.320947 dev= nan test= 0.175000 train= 0.083333
rnd 62: wh-err= 0.984952 th-err= 0.316117 dev= nan test= 0.175000 train= 0.077778
rnd 63: wh-err= 0.984938 th-err= 0.311356 dev= nan test= 0.175000 train= 0.077778
rnd 64: wh-err= 0.984765 th-err= 0.306612 dev= nan test= 0.175000 train= 0.077778
rnd 65: wh-err= 0.985038 th-err= 0.302025 dev= nan test= 0.175000 train= 0.075000
rnd 66: wh-err= 0.985198 th-err= 0.297554 dev= nan test= 0.175000 train= 0.075000
rnd 67: wh-err= 0.984820 th-err= 0.293037 dev= nan test= 0.200000 train= 0.072222
rnd 68: wh-err= 0.985047 th-err= 0.288655 dev= nan test= 0.200000 train= 0.069444
rnd 69: wh-err= 0.985215 th-err= 0.284388 dev= nan test= 0.175000 train= 0.066667
rnd 70: wh-err= 0.985168 th-err= 0.280170 dev= nan test= 0.175000 train= 0.063889
rnd 71: wh-err= 0.985327 th-err= 0.276059 dev= nan test= 0.175000 train= 0.063889
rnd 72: wh-err= 0.985802 th-err= 0.272139 dev= nan test= 0.175000 train= 0.063889
rnd 73: wh-err= 0.985555 th-err= 0.268208 dev= nan test= 0.200000 train= 0.061111
rnd 74: wh-err= 0.985873 th-err= 0.264419 dev= nan test= 0.175000 train= 0.061111
rnd 75: wh-err= 0.985740 th-err= 0.260649 dev= nan test= 0.175000 train= 0.058333
rnd 76: wh-err= 0.985609 th-err= 0.256898 dev= nan test= 0.175000 train= 0.058333
rnd 77: wh-err= 0.985748 th-err= 0.253236 dev= nan test= 0.175000 train= 0.058333
rnd 78: wh-err= 0.986081 th-err= 0.249712 dev= nan test= 0.200000 train= 0.058333
rnd 79: wh-err= 0.985831 th-err= 0.246173 dev= nan test= 0.200000 train= 0.058333
rnd 80: wh-err= 0.985978 th-err= 0.242721 dev= nan test= 0.200000 train= 0.058333
rnd 81: wh-err= 0.986299 th-err= 0.239396 dev= nan test= 0.200000 train= 0.058333
rnd 82: wh-err= 0.986031 th-err= 0.236052 dev= nan test= 0.200000 train= 0.058333
rnd 83: wh-err= 0.985752 th-err= 0.232689 dev= nan test= 0.200000 train= 0.058333
rnd 84: wh-err= 0.985911 th-err= 0.229410 dev= nan test= 0.200000 train= 0.047222
rnd 85: wh-err= 0.985668 th-err= 0.226122 dev= nan test= 0.200000 train= 0.052778
rnd 86: wh-err= 0.985403 th-err= 0.222822 dev= nan test= 0.175000 train= 0.050000
rnd 87: wh-err= 0.985202 th-err= 0.219524 dev= nan test= 0.175000 train= 0.047222
rnd 88: wh-err= 0.984926 th-err= 0.216215 dev= nan test= 0.175000 train= 0.044444
rnd 89: wh-err= 0.985691 th-err= 0.213121 dev= nan test= 0.175000 train= 0.041667
rnd 90: wh-err= 0.985483 th-err= 0.210028 dev= nan test= 0.175000 train= 0.041667
rnd 91: wh-err= 0.985762 th-err= 0.207037 dev= nan test= 0.175000 train= 0.041667
rnd 92: wh-err= 0.986144 th-err= 0.204168 dev= nan test= 0.175000 train= 0.041667
rnd 93: wh-err= 0.985947 th-err= 0.201299 dev= nan test= 0.175000 train= 0.038889
rnd 94: wh-err= 0.985848 th-err= 0.198450 dev= nan test= 0.175000 train= 0.036111
rnd 95: wh-err= 0.985730 th-err= 0.195619 dev= nan test= 0.175000 train= 0.047222
rnd 96: wh-err= 0.983636 th-err= 0.192418 dev= nan test= 0.200000 train= 0.036111
rnd 97: wh-err= 0.985708 th-err= 0.189667 dev= nan test= 0.175000 train= 0.044444
rnd 98: wh-err= 0.986087 th-err= 0.187029 dev= nan test= 0.175000 train= 0.041667
rnd 99: wh-err= 0.986180 th-err= 0.184444 dev= nan test= 0.175000 train= 0.038889
rnd 100: wh-err= 0.986955 th-err= 0.182038 dev= nan test= 0.175000 train= 0.038889
rnd 101: wh-err= 0.987175 th-err= 0.179703 dev= nan test= 0.175000 train= 0.036111
rnd 102: wh-err= 0.986895 th-err= 0.177348 dev= nan test= 0.175000 train= 0.036111
rnd 103: wh-err= 0.987227 th-err= 0.175083 dev= nan test= 0.175000 train= 0.036111
rnd 104: wh-err= 0.987014 th-err= 0.172809 dev= nan test= 0.175000 train= 0.036111
rnd 105: wh-err= 0.987290 th-err= 0.170613 dev= nan test= 0.175000 train= 0.036111
rnd 106: wh-err= 0.987260 th-err= 0.168439 dev= nan test= 0.175000 train= 0.036111
rnd 107: wh-err= 0.985652 th-err= 0.166023 dev= nan test= 0.175000 train= 0.036111
rnd 108: wh-err= 0.986921 th-err= 0.163851 dev= nan test= 0.175000 train= 0.036111
rnd 109: wh-err= 0.987056 th-err= 0.161730 dev= nan test= 0.175000 train= 0.033333
rnd 110: wh-err= 0.986824 th-err= 0.159599 dev= nan test= 0.200000 train= 0.030556
rnd 111: wh-err= 0.986695 th-err= 0.157476 dev= nan test= 0.200000 train= 0.030556
rnd 112: wh-err= 0.987319 th-err= 0.155479 dev= nan test= 0.175000 train= 0.033333
rnd 113: wh-err= 0.987082 th-err= 0.153470 dev= nan test= 0.175000 train= 0.033333
rnd 114: wh-err= 0.987644 th-err= 0.151574 dev= nan test= 0.175000 train= 0.030556
rnd 115: wh-err= 0.987352 th-err= 0.149657 dev= nan test= 0.175000 train= 0.033333
rnd 116: wh-err= 0.987481 th-err= 0.147783 dev= nan test= 0.175000 train= 0.030556
rnd 117: wh-err= 0.987263 th-err= 0.145901 dev= nan test= 0.175000 train= 0.027778
rnd 118: wh-err= 0.987518 th-err= 0.144080 dev= nan test= 0.175000 train= 0.027778
rnd 119: wh-err= 0.987885 th-err= 0.142334 dev= nan test= 0.175000 train= 0.027778
rnd 120: wh-err= 0.987682 th-err= 0.140581 dev= nan test= 0.175000 train= 0.027778
rnd 121: wh-err= 0.987471 th-err= 0.138820 dev= nan test= 0.175000 train= 0.027778
rnd 122: wh-err= 0.987259 th-err= 0.137051 dev= nan test= 0.175000 train= 0.025000
rnd 123: wh-err= 0.987428 th-err= 0.135328 dev= nan test= 0.200000 train= 0.019444
rnd 124: wh-err= 0.987392 th-err= 0.133622 dev= nan test= 0.200000 train= 0.019444
rnd 125: wh-err= 0.987956 th-err= 0.132013 dev= nan test= 0.200000 train= 0.019444
rnd 126: wh-err= 0.988049 th-err= 0.130435 dev= nan test= 0.200000 train= 0.019444
rnd 127: wh-err= 0.988068 th-err= 0.128878 dev= nan test= 0.175000 train= 0.025000
rnd 128: wh-err= 0.988558 th-err= 0.127404 dev= nan test= 0.175000 train= 0.027778
rnd 129: wh-err= 0.988380 th-err= 0.125923 dev= nan test= 0.175000 train= 0.027778
rnd 130: wh-err= 0.988264 th-err= 0.124446 dev= nan test= 0.175000 train= 0.027778
rnd 131: wh-err= 0.988268 th-err= 0.122986 dev= nan test= 0.175000 train= 0.027778
rnd 132: wh-err= 0.988377 th-err= 0.121556 dev= nan test= 0.175000 train= 0.027778
rnd 133: wh-err= 0.988269 th-err= 0.120130 dev= nan test= 0.175000 train= 0.027778
rnd 134: wh-err= 0.988415 th-err= 0.118739 dev= nan test= 0.175000 train= 0.027778
rnd 135: wh-err= 0.986697 th-err= 0.117159 dev= nan test= 0.175000 train= 0.027778
rnd 136: wh-err= 0.987352 th-err= 0.115677 dev= nan test= 0.175000 train= 0.027778
rnd 137: wh-err= 0.988333 th-err= 0.114328 dev= nan test= 0.175000 train= 0.027778
rnd 138: wh-err= 0.988267 th-err= 0.112986 dev= nan test= 0.175000 train= 0.027778
rnd 139: wh-err= 0.988444 th-err= 0.111680 dev= nan test= 0.175000 train= 0.027778
rnd 140: wh-err= 0.988213 th-err= 0.110364 dev= nan test= 0.200000 train= 0.019444
rnd 141: wh-err= 0.988387 th-err= 0.109082 dev= nan test= 0.200000 train= 0.019444
rnd 142: wh-err= 0.988349 th-err= 0.107811 dev= nan test= 0.200000 train= 0.019444
rnd 143: wh-err= 0.988575 th-err= 0.106580 dev= nan test= 0.200000 train= 0.019444
rnd 144: wh-err= 0.988622 th-err= 0.105367 dev= nan test= 0.200000 train= 0.019444
rnd 145: wh-err= 0.988990 th-err= 0.104207 dev= nan test= 0.200000 train= 0.019444
rnd 146: wh-err= 0.988878 th-err= 0.103048 dev= nan test= 0.200000 train= 0.019444
rnd 147: wh-err= 0.988744 th-err= 0.101888 dev= nan test= 0.175000 train= 0.019444
rnd 148: wh-err= 0.988678 th-err= 0.100735 dev= nan test= 0.175000 train= 0.019444
rnd 149: wh-err= 0.988627 th-err= 0.099589 dev= nan test= 0.175000 train= 0.019444
rnd 150: wh-err= 0.988784 th-err= 0.098472 dev= nan test= 0.175000 train= 0.019444
rnd 151: wh-err= 0.988849 th-err= 0.097374 dev= nan test= 0.175000 train= 0.019444
rnd 152: wh-err= 0.988692 th-err= 0.096273 dev= nan test= 0.175000 train= 0.019444
rnd 153: wh-err= 0.989344 th-err= 0.095247 dev= nan test= 0.175000 train= 0.019444
rnd 154: wh-err= 0.987743 th-err= 0.094079 dev= nan test= 0.175000 train= 0.019444
rnd 155: wh-err= 0.989131 th-err= 0.093057 dev= nan test= 0.175000 train= 0.019444
rnd 156: wh-err= 0.989024 th-err= 0.092035 dev= nan test= 0.175000 train= 0.019444
rnd 157: wh-err= 0.989349 th-err= 0.091055 dev= nan test= 0.175000 train= 0.019444
rnd 158: wh-err= 0.988566 th-err= 0.090014 dev= nan test= 0.175000 train= 0.019444
rnd 159: wh-err= 0.988672 th-err= 0.088994 dev= nan test= 0.175000 train= 0.019444
rnd 160: wh-err= 0.988352 th-err= 0.087958 dev= nan test= 0.150000 train= 0.025000
rnd 161: wh-err= 0.988841 th-err= 0.086976 dev= nan test= 0.175000 train= 0.019444
rnd 162: wh-err= 0.988890 th-err= 0.086010 dev= nan test= 0.150000 train= 0.025000
rnd 163: wh-err= 0.988779 th-err= 0.085045 dev= nan test= 0.150000 train= 0.025000
rnd 164: wh-err= 0.989312 th-err= 0.084136 dev= nan test= 0.150000 train= 0.025000
rnd 165: wh-err= 0.989243 th-err= 0.083231 dev= nan test= 0.150000 train= 0.025000
rnd 166: wh-err= 0.989477 th-err= 0.082355 dev= nan test= 0.150000 train= 0.025000
rnd 167: wh-err= 0.989484 th-err= 0.081489 dev= nan test= 0.150000 train= 0.025000
rnd 168: wh-err= 0.989354 th-err= 0.080621 dev= nan test= 0.150000 train= 0.025000
rnd 169: wh-err= 0.989424 th-err= 0.079769 dev= nan test= 0.150000 train= 0.025000
rnd 170: wh-err= 0.989874 th-err= 0.078961 dev= nan test= 0.175000 train= 0.019444
rnd 171: wh-err= 0.990097 th-err= 0.078179 dev= nan test= 0.175000 train= 0.019444
rnd 172: wh-err= 0.990124 th-err= 0.077407 dev= nan test= 0.175000 train= 0.019444
rnd 173: wh-err= 0.990460 th-err= 0.076669 dev= nan test= 0.175000 train= 0.019444
rnd 174: wh-err= 0.990356 th-err= 0.075929 dev= nan test= 0.150000 train= 0.025000
rnd 175: wh-err= 0.990255 th-err= 0.075189 dev= nan test= 0.150000 train= 0.025000
rnd 176: wh-err= 0.990538 th-err= 0.074478 dev= nan test= 0.150000 train= 0.025000
rnd 177: wh-err= 0.990592 th-err= 0.073777 dev= nan test= 0.150000 train= 0.025000
rnd 178: wh-err= 0.990532 th-err= 0.073079 dev= nan test= 0.150000 train= 0.025000
rnd 179: wh-err= 0.990503 th-err= 0.072385 dev= nan test= 0.175000 train= 0.025000
rnd 180: wh-err= 0.990579 th-err= 0.071703 dev= nan test= 0.175000 train= 0.025000
rnd 181: wh-err= 0.990412 th-err= 0.071015 dev= nan test= 0.150000 train= 0.022222
rnd 182: wh-err= 0.990096 th-err= 0.070312 dev= nan test= 0.150000 train= 0.022222
rnd 183: wh-err= 0.989955 th-err= 0.069606 dev= nan test= 0.150000 train= 0.022222
rnd 184: wh-err= 0.990655 th-err= 0.068955 dev= nan test= 0.150000 train= 0.019444
rnd 185: wh-err= 0.989994 th-err= 0.068265 dev= nan test= 0.150000 train= 0.019444
rnd 186: wh-err= 0.990169 th-err= 0.067594 dev= nan test= 0.150000 train= 0.019444
rnd 187: wh-err= 0.990652 th-err= 0.066962 dev= nan test= 0.150000 train= 0.019444
rnd 188: wh-err= 0.991063 th-err= 0.066364 dev= nan test= 0.150000 train= 0.019444
rnd 189: wh-err= 0.991426 th-err= 0.065795 dev= nan test= 0.150000 train= 0.019444
rnd 190: wh-err= 0.991396 th-err= 0.065229 dev= nan test= 0.175000 train= 0.019444
rnd 191: wh-err= 0.990185 th-err= 0.064588 dev= nan test= 0.175000 train= 0.019444
rnd 192: wh-err= 0.991290 th-err= 0.064026 dev= nan test= 0.175000 train= 0.019444
rnd 193: wh-err= 0.991512 th-err= 0.063482 dev= nan test= 0.175000 train= 0.019444
rnd 194: wh-err= 0.991490 th-err= 0.062942 dev= nan test= 0.175000 train= 0.019444
rnd 195: wh-err= 0.991663 th-err= 0.062417 dev= nan test= 0.175000 train= 0.019444
rnd 196: wh-err= 0.991606 th-err= 0.061894 dev= nan test= 0.175000 train= 0.019444
rnd 197: wh-err= 0.991544 th-err= 0.061370 dev= nan test= 0.175000 train= 0.019444
rnd 198: wh-err= 0.991497 th-err= 0.060848 dev= nan test= 0.175000 train= 0.019444
rnd 199: wh-err= 0.991546 th-err= 0.060334 dev= nan test= 0.175000 train= 0.019444
rnd 200: wh-err= 0.991552 th-err= 0.059824 dev= nan test= 0.175000 train= 0.019444
rnd 201: wh-err= 0.991680 th-err= 0.059326 dev= nan test= 0.175000 train= 0.019444
rnd 202: wh-err= 0.991696 th-err= 0.058834 dev= nan test= 0.175000 train= 0.019444
rnd 203: wh-err= 0.991576 th-err= 0.058338 dev= nan test= 0.175000 train= 0.019444
rnd 204: wh-err= 0.991772 th-err= 0.057858 dev= nan test= 0.175000 train= 0.019444
rnd 205: wh-err= 0.991825 th-err= 0.057385 dev= nan test= 0.175000 train= 0.019444
rnd 206: wh-err= 0.992032 th-err= 0.056928 dev= nan test= 0.175000 train= 0.019444
rnd 207: wh-err= 0.991972 th-err= 0.056471 dev= nan test= 0.175000 train= 0.019444
rnd 208: wh-err= 0.991929 th-err= 0.056015 dev= nan test= 0.175000 train= 0.019444
rnd 209: wh-err= 0.991934 th-err= 0.055563 dev= nan test= 0.175000 train= 0.019444
rnd 210: wh-err= 0.991515 th-err= 0.055092 dev= nan test= 0.175000 train= 0.019444
rnd 211: wh-err= 0.991512 th-err= 0.054624 dev= nan test= 0.175000 train= 0.019444
rnd 212: wh-err= 0.991733 th-err= 0.054173 dev= nan test= 0.175000 train= 0.019444
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rnd 318: wh-err= 0.995593 th-err= 0.028564 dev= nan test= 0.150000 train= 0.019444
rnd 319: wh-err= 0.995670 th-err= 0.028441 dev= nan test= 0.150000 train= 0.019444
rnd 320: wh-err= 0.995691 th-err= 0.028318 dev= nan test= 0.150000 train= 0.019444
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rnd 322: wh-err= 0.995691 th-err= 0.028074 dev= nan test= 0.150000 train= 0.019444
rnd 323: wh-err= 0.995669 th-err= 0.027953 dev= nan test= 0.150000 train= 0.019444
rnd 324: wh-err= 0.995650 th-err= 0.027831 dev= nan test= 0.150000 train= 0.019444
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rnd 328: wh-err= 0.995739 th-err= 0.027357 dev= nan test= 0.150000 train= 0.019444
rnd 329: wh-err= 0.995795 th-err= 0.027242 dev= nan test= 0.150000 train= 0.019444
rnd 330: wh-err= 0.995790 th-err= 0.027127 dev= nan test= 0.150000 train= 0.019444
rnd 331: wh-err= 0.995777 th-err= 0.027013 dev= nan test= 0.150000 train= 0.019444
rnd 332: wh-err= 0.995861 th-err= 0.026901 dev= nan test= 0.150000 train= 0.019444
rnd 333: wh-err= 0.995922 th-err= 0.026791 dev= nan test= 0.150000 train= 0.019444
rnd 334: wh-err= 0.995959 th-err= 0.026683 dev= nan test= 0.150000 train= 0.019444
rnd 335: wh-err= 0.995973 th-err= 0.026576 dev= nan test= 0.150000 train= 0.019444
rnd 336: wh-err= 0.995986 th-err= 0.026469 dev= nan test= 0.150000 train= 0.019444
rnd 337: wh-err= 0.996004 th-err= 0.026363 dev= nan test= 0.150000 train= 0.019444
rnd 338: wh-err= 0.996102 th-err= 0.026260 dev= nan test= 0.150000 train= 0.019444
rnd 339: wh-err= 0.996152 th-err= 0.026159 dev= nan test= 0.150000 train= 0.019444
rnd 340: wh-err= 0.996136 th-err= 0.026058 dev= nan test= 0.150000 train= 0.019444
rnd 341: wh-err= 0.995914 th-err= 0.025952 dev= nan test= 0.150000 train= 0.019444
rnd 342: wh-err= 0.996054 th-err= 0.025849 dev= nan test= 0.150000 train= 0.019444
rnd 343: wh-err= 0.996140 th-err= 0.025750 dev= nan test= 0.150000 train= 0.019444
rnd 344: wh-err= 0.996285 th-err= 0.025654 dev= nan test= 0.150000 train= 0.019444
rnd 345: wh-err= 0.996302 th-err= 0.025559 dev= nan test= 0.150000 train= 0.019444
rnd 346: wh-err= 0.996128 th-err= 0.025460 dev= nan test= 0.150000 train= 0.019444
rnd 347: wh-err= 0.996363 th-err= 0.025367 dev= nan test= 0.150000 train= 0.019444
rnd 348: wh-err= 0.996365 th-err= 0.025275 dev= nan test= 0.150000 train= 0.019444
rnd 349: wh-err= 0.996372 th-err= 0.025184 dev= nan test= 0.150000 train= 0.019444
rnd 350: wh-err= 0.996381 th-err= 0.025092 dev= nan test= 0.150000 train= 0.019444
rnd 351: wh-err= 0.996380 th-err= 0.025002 dev= nan test= 0.150000 train= 0.019444
rnd 352: wh-err= 0.996408 th-err= 0.024912 dev= nan test= 0.150000 train= 0.019444
rnd 353: wh-err= 0.996480 th-err= 0.024824 dev= nan test= 0.150000 train= 0.019444
rnd 354: wh-err= 0.996306 th-err= 0.024732 dev= nan test= 0.150000 train= 0.019444
rnd 355: wh-err= 0.996438 th-err= 0.024644 dev= nan test= 0.150000 train= 0.019444
rnd 356: wh-err= 0.996539 th-err= 0.024559 dev= nan test= 0.150000 train= 0.019444
rnd 357: wh-err= 0.996559 th-err= 0.024474 dev= nan test= 0.150000 train= 0.019444
rnd 358: wh-err= 0.996625 th-err= 0.024392 dev= nan test= 0.150000 train= 0.019444
rnd 359: wh-err= 0.996617 th-err= 0.024309 dev= nan test= 0.150000 train= 0.019444
rnd 360: wh-err= 0.996663 th-err= 0.024228 dev= nan test= 0.150000 train= 0.019444
rnd 361: wh-err= 0.996504 th-err= 0.024144 dev= nan test= 0.150000 train= 0.019444
rnd 362: wh-err= 0.996697 th-err= 0.024064 dev= nan test= 0.150000 train= 0.019444
rnd 363: wh-err= 0.996735 th-err= 0.023985 dev= nan test= 0.150000 train= 0.019444
rnd 364: wh-err= 0.996717 th-err= 0.023906 dev= nan test= 0.150000 train= 0.019444
rnd 365: wh-err= 0.996374 th-err= 0.023820 dev= nan test= 0.150000 train= 0.019444
rnd 366: wh-err= 0.996498 th-err= 0.023736 dev= nan test= 0.150000 train= 0.019444
rnd 367: wh-err= 0.996523 th-err= 0.023654 dev= nan test= 0.150000 train= 0.019444
rnd 368: wh-err= 0.996748 th-err= 0.023577 dev= nan test= 0.150000 train= 0.019444
rnd 369: wh-err= 0.996752 th-err= 0.023500 dev= nan test= 0.150000 train= 0.019444
rnd 370: wh-err= 0.996768 th-err= 0.023424 dev= nan test= 0.150000 train= 0.019444
rnd 371: wh-err= 0.996791 th-err= 0.023349 dev= nan test= 0.150000 train= 0.019444
rnd 372: wh-err= 0.996782 th-err= 0.023274 dev= nan test= 0.150000 train= 0.019444
rnd 373: wh-err= 0.996790 th-err= 0.023199 dev= nan test= 0.150000 train= 0.019444
rnd 374: wh-err= 0.996811 th-err= 0.023125 dev= nan test= 0.150000 train= 0.019444
rnd 375: wh-err= 0.996662 th-err= 0.023048 dev= nan test= 0.150000 train= 0.019444
rnd 376: wh-err= 0.996814 th-err= 0.022975 dev= nan test= 0.150000 train= 0.019444
rnd 377: wh-err= 0.996946 th-err= 0.022905 dev= nan test= 0.150000 train= 0.019444
rnd 378: wh-err= 0.996950 th-err= 0.022835 dev= nan test= 0.150000 train= 0.019444
rnd 379: wh-err= 0.996989 th-err= 0.022766 dev= nan test= 0.150000 train= 0.019444
rnd 380: wh-err= 0.996982 th-err= 0.022697 dev= nan test= 0.150000 train= 0.019444
rnd 381: wh-err= 0.996990 th-err= 0.022629 dev= nan test= 0.150000 train= 0.019444
rnd 382: wh-err= 0.997050 th-err= 0.022562 dev= nan test= 0.150000 train= 0.019444
rnd 383: wh-err= 0.997118 th-err= 0.022497 dev= nan test= 0.150000 train= 0.019444
rnd 384: wh-err= 0.997117 th-err= 0.022432 dev= nan test= 0.150000 train= 0.019444
rnd 385: wh-err= 0.997128 th-err= 0.022368 dev= nan test= 0.150000 train= 0.019444
rnd 386: wh-err= 0.997190 th-err= 0.022305 dev= nan test= 0.150000 train= 0.019444
rnd 387: wh-err= 0.997185 th-err= 0.022242 dev= nan test= 0.150000 train= 0.019444
rnd 388: wh-err= 0.997199 th-err= 0.022180 dev= nan test= 0.150000 train= 0.019444
rnd 389: wh-err= 0.997209 th-err= 0.022118 dev= nan test= 0.150000 train= 0.019444
rnd 390: wh-err= 0.997204 th-err= 0.022056 dev= nan test= 0.150000 train= 0.019444
rnd 391: wh-err= 0.997241 th-err= 0.021995 dev= nan test= 0.150000 train= 0.019444
rnd 392: wh-err= 0.997301 th-err= 0.021936 dev= nan test= 0.150000 train= 0.019444
rnd 393: wh-err= 0.997316 th-err= 0.021877 dev= nan test= 0.150000 train= 0.019444
rnd 394: wh-err= 0.997324 th-err= 0.021819 dev= nan test= 0.150000 train= 0.019444
rnd 395: wh-err= 0.997333 th-err= 0.021760 dev= nan test= 0.150000 train= 0.019444
rnd 396: wh-err= 0.996900 th-err= 0.021693 dev= nan test= 0.150000 train= 0.019444
rnd 397: wh-err= 0.997332 th-err= 0.021635 dev= nan test= 0.150000 train= 0.019444
rnd 398: wh-err= 0.997352 th-err= 0.021578 dev= nan test= 0.150000 train= 0.019444
rnd 399: wh-err= 0.997348 th-err= 0.021520 dev= nan test= 0.150000 train= 0.019444
rnd 400: wh-err= 0.997347 th-err= 0.021463 dev= nan test= 0.150000 train= 0.019444
rnd 401: wh-err= 0.997354 th-err= 0.021407 dev= nan test= 0.150000 train= 0.019444
rnd 402: wh-err= 0.997395 th-err= 0.021351 dev= nan test= 0.150000 train= 0.019444
rnd 403: wh-err= 0.997387 th-err= 0.021295 dev= nan test= 0.150000 train= 0.019444
rnd 404: wh-err= 0.997395 th-err= 0.021240 dev= nan test= 0.150000 train= 0.019444
rnd 405: wh-err= 0.997411 th-err= 0.021185 dev= nan test= 0.150000 train= 0.019444
rnd 406: wh-err= 0.997412 th-err= 0.021130 dev= nan test= 0.150000 train= 0.019444
rnd 407: wh-err= 0.997420 th-err= 0.021075 dev= nan test= 0.150000 train= 0.019444
rnd 408: wh-err= 0.997423 th-err= 0.021021 dev= nan test= 0.150000 train= 0.019444
rnd 409: wh-err= 0.997418 th-err= 0.020967 dev= nan test= 0.150000 train= 0.019444
rnd 410: wh-err= 0.997430 th-err= 0.020913 dev= nan test= 0.150000 train= 0.019444
rnd 411: wh-err= 0.997445 th-err= 0.020859 dev= nan test= 0.150000 train= 0.019444
rnd 412: wh-err= 0.997457 th-err= 0.020806 dev= nan test= 0.150000 train= 0.019444
rnd 413: wh-err= 0.997474 th-err= 0.020754 dev= nan test= 0.150000 train= 0.019444
rnd 414: wh-err= 0.997491 th-err= 0.020702 dev= nan test= 0.150000 train= 0.019444
rnd 415: wh-err= 0.997497 th-err= 0.020650 dev= nan test= 0.150000 train= 0.019444
rnd 416: wh-err= 0.997505 th-err= 0.020598 dev= nan test= 0.150000 train= 0.019444
rnd 417: wh-err= 0.997517 th-err= 0.020547 dev= nan test= 0.150000 train= 0.019444
rnd 418: wh-err= 0.997517 th-err= 0.020496 dev= nan test= 0.150000 train= 0.019444
rnd 419: wh-err= 0.997528 th-err= 0.020445 dev= nan test= 0.150000 train= 0.019444
rnd 420: wh-err= 0.997531 th-err= 0.020395 dev= nan test= 0.150000 train= 0.019444
rnd 421: wh-err= 0.997561 th-err= 0.020345 dev= nan test= 0.150000 train= 0.019444
rnd 422: wh-err= 0.997569 th-err= 0.020296 dev= nan test= 0.150000 train= 0.019444
rnd 423: wh-err= 0.997610 th-err= 0.020247 dev= nan test= 0.150000 train= 0.019444
rnd 424: wh-err= 0.997666 th-err= 0.020200 dev= nan test= 0.150000 train= 0.019444
rnd 425: wh-err= 0.997672 th-err= 0.020153 dev= nan test= 0.150000 train= 0.019444
rnd 426: wh-err= 0.997677 th-err= 0.020106 dev= nan test= 0.150000 train= 0.019444
rnd 427: wh-err= 0.997630 th-err= 0.020059 dev= nan test= 0.150000 train= 0.019444
rnd 428: wh-err= 0.997724 th-err= 0.020013 dev= nan test= 0.150000 train= 0.019444
rnd 429: wh-err= 0.997688 th-err= 0.019967 dev= nan test= 0.175000 train= 0.019444
rnd 430: wh-err= 0.997710 th-err= 0.019921 dev= nan test= 0.175000 train= 0.019444
rnd 431: wh-err= 0.997738 th-err= 0.019876 dev= nan test= 0.175000 train= 0.019444
rnd 432: wh-err= 0.997784 th-err= 0.019832 dev= nan test= 0.175000 train= 0.019444
rnd 433: wh-err= 0.997795 th-err= 0.019788 dev= nan test= 0.175000 train= 0.019444
rnd 434: wh-err= 0.997801 th-err= 0.019745 dev= nan test= 0.175000 train= 0.019444
rnd 435: wh-err= 0.997803 th-err= 0.019701 dev= nan test= 0.175000 train= 0.019444
rnd 436: wh-err= 0.997813 th-err= 0.019658 dev= nan test= 0.175000 train= 0.019444
rnd 437: wh-err= 0.997829 th-err= 0.019615 dev= nan test= 0.175000 train= 0.019444
rnd 438: wh-err= 0.997834 th-err= 0.019573 dev= nan test= 0.175000 train= 0.019444
rnd 439: wh-err= 0.997872 th-err= 0.019531 dev= nan test= 0.175000 train= 0.019444
rnd 440: wh-err= 0.997880 th-err= 0.019490 dev= nan test= 0.175000 train= 0.019444
rnd 441: wh-err= 0.997886 th-err= 0.019449 dev= nan test= 0.175000 train= 0.019444
rnd 442: wh-err= 0.997883 th-err= 0.019407 dev= nan test= 0.175000 train= 0.019444
rnd 443: wh-err= 0.997897 th-err= 0.019367 dev= nan test= 0.175000 train= 0.019444
rnd 444: wh-err= 0.997931 th-err= 0.019327 dev= nan test= 0.175000 train= 0.019444
rnd 445: wh-err= 0.997942 th-err= 0.019287 dev= nan test= 0.175000 train= 0.019444
rnd 446: wh-err= 0.997943 th-err= 0.019247 dev= nan test= 0.175000 train= 0.019444
rnd 447: wh-err= 0.997945 th-err= 0.019208 dev= nan test= 0.175000 train= 0.019444
rnd 448: wh-err= 0.997950 th-err= 0.019168 dev= nan test= 0.175000 train= 0.019444
rnd 449: wh-err= 0.997954 th-err= 0.019129 dev= nan test= 0.175000 train= 0.019444
rnd 450: wh-err= 0.997963 th-err= 0.019090 dev= nan test= 0.175000 train= 0.019444
rnd 451: wh-err= 0.997979 th-err= 0.019051 dev= nan test= 0.175000 train= 0.019444
rnd 452: wh-err= 0.997981 th-err= 0.019013 dev= nan test= 0.175000 train= 0.019444
rnd 453: wh-err= 0.997985 th-err= 0.018975 dev= nan test= 0.175000 train= 0.019444
rnd 454: wh-err= 0.998002 th-err= 0.018937 dev= nan test= 0.175000 train= 0.019444
rnd 455: wh-err= 0.998008 th-err= 0.018899 dev= nan test= 0.175000 train= 0.019444
rnd 456: wh-err= 0.998014 th-err= 0.018861 dev= nan test= 0.175000 train= 0.019444
rnd 457: wh-err= 0.998025 th-err= 0.018824 dev= nan test= 0.175000 train= 0.019444
rnd 458: wh-err= 0.998035 th-err= 0.018787 dev= nan test= 0.175000 train= 0.019444
rnd 459: wh-err= 0.998041 th-err= 0.018750 dev= nan test= 0.175000 train= 0.019444
rnd 460: wh-err= 0.998047 th-err= 0.018714 dev= nan test= 0.175000 train= 0.019444
rnd 461: wh-err= 0.998054 th-err= 0.018677 dev= nan test= 0.175000 train= 0.019444
rnd 462: wh-err= 0.998055 th-err= 0.018641 dev= nan test= 0.175000 train= 0.019444
rnd 463: wh-err= 0.998056 th-err= 0.018605 dev= nan test= 0.175000 train= 0.019444
rnd 464: wh-err= 0.998057 th-err= 0.018569 dev= nan test= 0.175000 train= 0.019444
rnd 465: wh-err= 0.998076 th-err= 0.018533 dev= nan test= 0.175000 train= 0.019444
rnd 466: wh-err= 0.998078 th-err= 0.018497 dev= nan test= 0.175000 train= 0.019444
rnd 467: wh-err= 0.998078 th-err= 0.018462 dev= nan test= 0.175000 train= 0.019444
rnd 468: wh-err= 0.998081 th-err= 0.018426 dev= nan test= 0.175000 train= 0.019444
rnd 469: wh-err= 0.998093 th-err= 0.018391 dev= nan test= 0.175000 train= 0.019444
rnd 470: wh-err= 0.998103 th-err= 0.018356 dev= nan test= 0.175000 train= 0.019444
rnd 471: wh-err= 0.998107 th-err= 0.018322 dev= nan test= 0.175000 train= 0.019444
rnd 472: wh-err= 0.998117 th-err= 0.018287 dev= nan test= 0.175000 train= 0.019444
rnd 473: wh-err= 0.998123 th-err= 0.018253 dev= nan test= 0.175000 train= 0.019444
rnd 474: wh-err= 0.998149 th-err= 0.018219 dev= nan test= 0.175000 train= 0.019444
rnd 475: wh-err= 0.998173 th-err= 0.018186 dev= nan test= 0.175000 train= 0.019444
rnd 476: wh-err= 0.998177 th-err= 0.018152 dev= nan test= 0.175000 train= 0.019444
rnd 477: wh-err= 0.998181 th-err= 0.018119 dev= nan test= 0.175000 train= 0.019444
rnd 478: wh-err= 0.998188 th-err= 0.018087 dev= nan test= 0.175000 train= 0.019444
rnd 479: wh-err= 0.998189 th-err= 0.018054 dev= nan test= 0.175000 train= 0.019444
rnd 480: wh-err= 0.998193 th-err= 0.018021 dev= nan test= 0.175000 train= 0.019444
rnd 481: wh-err= 0.998215 th-err= 0.017989 dev= nan test= 0.175000 train= 0.019444
rnd 482: wh-err= 0.998241 th-err= 0.017957 dev= nan test= 0.175000 train= 0.019444
rnd 483: wh-err= 0.998262 th-err= 0.017926 dev= nan test= 0.175000 train= 0.019444
rnd 484: wh-err= 0.998268 th-err= 0.017895 dev= nan test= 0.175000 train= 0.019444
rnd 485: wh-err= 0.998277 th-err= 0.017864 dev= nan test= 0.175000 train= 0.019444
rnd 486: wh-err= 0.998289 th-err= 0.017834 dev= nan test= 0.175000 train= 0.019444
rnd 487: wh-err= 0.998293 th-err= 0.017803 dev= nan test= 0.175000 train= 0.019444
rnd 488: wh-err= 0.998303 th-err= 0.017773 dev= nan test= 0.175000 train= 0.019444
rnd 489: wh-err= 0.998333 th-err= 0.017743 dev= nan test= 0.175000 train= 0.019444
rnd 490: wh-err= 0.998333 th-err= 0.017714 dev= nan test= 0.175000 train= 0.019444
rnd 491: wh-err= 0.998332 th-err= 0.017684 dev= nan test= 0.175000 train= 0.019444
rnd 492: wh-err= 0.998340 th-err= 0.017655 dev= nan test= 0.175000 train= 0.019444
rnd 493: wh-err= 0.998343 th-err= 0.017626 dev= nan test= 0.175000 train= 0.019444
rnd 494: wh-err= 0.998344 th-err= 0.017597 dev= nan test= 0.175000 train= 0.019444
rnd 495: wh-err= 0.998346 th-err= 0.017567 dev= nan test= 0.175000 train= 0.019444
rnd 496: wh-err= 0.998346 th-err= 0.017538 dev= nan test= 0.175000 train= 0.019444
rnd 497: wh-err= 0.998356 th-err= 0.017510 dev= nan test= 0.175000 train= 0.019444
rnd 498: wh-err= 0.998355 th-err= 0.017481 dev= nan test= 0.175000 train= 0.019444
rnd 499: wh-err= 0.998357 th-err= 0.017452 dev= nan test= 0.175000 train= 0.019444
rnd 500: wh-err= 0.998203 th-err= 0.017421 dev= nan test= 0.175000 train= 0.019444
rnd 501: wh-err= 0.998331 th-err= 0.017392 dev= nan test= 0.175000 train= 0.019444
rnd 502: wh-err= 0.998355 th-err= 0.017363 dev= nan test= 0.175000 train= 0.019444
rnd 503: wh-err= 0.998363 th-err= 0.017335 dev= nan test= 0.175000 train= 0.019444
rnd 504: wh-err= 0.998365 th-err= 0.017306 dev= nan test= 0.175000 train= 0.019444
rnd 505: wh-err= 0.998387 th-err= 0.017278 dev= nan test= 0.175000 train= 0.019444
rnd 506: wh-err= 0.998386 th-err= 0.017250 dev= nan test= 0.175000 train= 0.019444
rnd 507: wh-err= 0.998393 th-err= 0.017223 dev= nan test= 0.175000 train= 0.019444
rnd 508: wh-err= 0.998392 th-err= 0.017195 dev= nan test= 0.175000 train= 0.019444
rnd 509: wh-err= 0.998399 th-err= 0.017167 dev= nan test= 0.175000 train= 0.019444
rnd 510: wh-err= 0.998423 th-err= 0.017140 dev= nan test= 0.175000 train= 0.019444
rnd 511: wh-err= 0.998426 th-err= 0.017113 dev= nan test= 0.175000 train= 0.019444
rnd 512: wh-err= 0.998430 th-err= 0.017087 dev= nan test= 0.175000 train= 0.019444
rnd 513: wh-err= 0.998446 th-err= 0.017060 dev= nan test= 0.175000 train= 0.019444
rnd 514: wh-err= 0.998454 th-err= 0.017034 dev= nan test= 0.175000 train= 0.019444
rnd 515: wh-err= 0.998461 th-err= 0.017007 dev= nan test= 0.175000 train= 0.019444
rnd 516: wh-err= 0.998462 th-err= 0.016981 dev= nan test= 0.175000 train= 0.019444
rnd 517: wh-err= 0.998460 th-err= 0.016955 dev= nan test= 0.175000 train= 0.019444
rnd 518: wh-err= 0.998483 th-err= 0.016929 dev= nan test= 0.175000 train= 0.019444
rnd 519: wh-err= 0.998482 th-err= 0.016904 dev= nan test= 0.175000 train= 0.019444
rnd 520: wh-err= 0.998486 th-err= 0.016878 dev= nan test= 0.175000 train= 0.019444
rnd 521: wh-err= 0.998489 th-err= 0.016853 dev= nan test= 0.175000 train= 0.019444
rnd 522: wh-err= 0.998489 th-err= 0.016827 dev= nan test= 0.175000 train= 0.019444
rnd 523: wh-err= 0.998488 th-err= 0.016802 dev= nan test= 0.175000 train= 0.019444
rnd 524: wh-err= 0.998496 th-err= 0.016776 dev= nan test= 0.175000 train= 0.019444
rnd 525: wh-err= 0.998504 th-err= 0.016751 dev= nan test= 0.175000 train= 0.019444
rnd 526: wh-err= 0.998377 th-err= 0.016724 dev= nan test= 0.175000 train= 0.019444
rnd 527: wh-err= 0.998479 th-err= 0.016699 dev= nan test= 0.175000 train= 0.019444
rnd 528: wh-err= 0.998508 th-err= 0.016674 dev= nan test= 0.175000 train= 0.019444
rnd 529: wh-err= 0.998518 th-err= 0.016649 dev= nan test= 0.175000 train= 0.019444
rnd 530: wh-err= 0.998524 th-err= 0.016624 dev= nan test= 0.175000 train= 0.019444
rnd 531: wh-err= 0.998528 th-err= 0.016600 dev= nan test= 0.175000 train= 0.019444
rnd 532: wh-err= 0.998532 th-err= 0.016576 dev= nan test= 0.175000 train= 0.019444
rnd 533: wh-err= 0.998539 th-err= 0.016551 dev= nan test= 0.175000 train= 0.019444
rnd 534: wh-err= 0.998546 th-err= 0.016527 dev= nan test= 0.175000 train= 0.019444
rnd 535: wh-err= 0.998547 th-err= 0.016503 dev= nan test= 0.175000 train= 0.019444
rnd 536: wh-err= 0.998555 th-err= 0.016479 dev= nan test= 0.175000 train= 0.019444
rnd 537: wh-err= 0.998556 th-err= 0.016456 dev= nan test= 0.175000 train= 0.019444
rnd 538: wh-err= 0.998557 th-err= 0.016432 dev= nan test= 0.175000 train= 0.019444
rnd 539: wh-err= 0.998558 th-err= 0.016408 dev= nan test= 0.175000 train= 0.019444
rnd 540: wh-err= 0.998570 th-err= 0.016385 dev= nan test= 0.175000 train= 0.019444
rnd 541: wh-err= 0.998577 th-err= 0.016361 dev= nan test= 0.175000 train= 0.019444
rnd 542: wh-err= 0.998349 th-err= 0.016334 dev= nan test= 0.175000 train= 0.019444
rnd 543: wh-err= 0.998445 th-err= 0.016309 dev= nan test= 0.175000 train= 0.019444
rnd 544: wh-err= 0.998543 th-err= 0.016285 dev= nan test= 0.175000 train= 0.019444
rnd 545: wh-err= 0.998546 th-err= 0.016262 dev= nan test= 0.175000 train= 0.019444
rnd 546: wh-err= 0.998546 th-err= 0.016238 dev= nan test= 0.175000 train= 0.019444
rnd 547: wh-err= 0.998550 th-err= 0.016214 dev= nan test= 0.175000 train= 0.019444
rnd 548: wh-err= 0.998559 th-err= 0.016191 dev= nan test= 0.175000 train= 0.019444
rnd 549: wh-err= 0.998562 th-err= 0.016168 dev= nan test= 0.175000 train= 0.019444
rnd 550: wh-err= 0.998585 th-err= 0.016145 dev= nan test= 0.175000 train= 0.019444
rnd 551: wh-err= 0.998598 th-err= 0.016122 dev= nan test= 0.175000 train= 0.019444
rnd 552: wh-err= 0.998601 th-err= 0.016100 dev= nan test= 0.175000 train= 0.019444
rnd 553: wh-err= 0.998603 th-err= 0.016077 dev= nan test= 0.175000 train= 0.019444
rnd 554: wh-err= 0.998616 th-err= 0.016055 dev= nan test= 0.175000 train= 0.019444
rnd 555: wh-err= 0.998628 th-err= 0.016033 dev= nan test= 0.175000 train= 0.019444
rnd 556: wh-err= 0.998637 th-err= 0.016011 dev= nan test= 0.175000 train= 0.019444
rnd 557: wh-err= 0.998641 th-err= 0.015989 dev= nan test= 0.175000 train= 0.019444
rnd 558: wh-err= 0.998642 th-err= 0.015968 dev= nan test= 0.175000 train= 0.019444
rnd 559: wh-err= 0.998659 th-err= 0.015946 dev= nan test= 0.175000 train= 0.019444
rnd 560: wh-err= 0.998659 th-err= 0.015925 dev= nan test= 0.175000 train= 0.019444
rnd 561: wh-err= 0.998662 th-err= 0.015904 dev= nan test= 0.175000 train= 0.019444
rnd 562: wh-err= 0.998667 th-err= 0.015882 dev= nan test= 0.175000 train= 0.019444
rnd 563: wh-err= 0.998678 th-err= 0.015861 dev= nan test= 0.175000 train= 0.019444
rnd 564: wh-err= 0.998680 th-err= 0.015840 dev= nan test= 0.175000 train= 0.019444
rnd 565: wh-err= 0.998686 th-err= 0.015820 dev= nan test= 0.175000 train= 0.019444
rnd 566: wh-err= 0.998701 th-err= 0.015799 dev= nan test= 0.175000 train= 0.019444
rnd 567: wh-err= 0.998706 th-err= 0.015779 dev= nan test= 0.175000 train= 0.019444
rnd 568: wh-err= 0.998711 th-err= 0.015758 dev= nan test= 0.175000 train= 0.019444
rnd 569: wh-err= 0.998713 th-err= 0.015738 dev= nan test= 0.175000 train= 0.019444
rnd 570: wh-err= 0.998715 th-err= 0.015718 dev= nan test= 0.175000 train= 0.019444
rnd 571: wh-err= 0.998727 th-err= 0.015698 dev= nan test= 0.175000 train= 0.019444
rnd 572: wh-err= 0.998731 th-err= 0.015678 dev= nan test= 0.175000 train= 0.019444
rnd 573: wh-err= 0.998733 th-err= 0.015658 dev= nan test= 0.175000 train= 0.019444
rnd 574: wh-err= 0.998733 th-err= 0.015638 dev= nan test= 0.175000 train= 0.019444
rnd 575: wh-err= 0.998741 th-err= 0.015618 dev= nan test= 0.175000 train= 0.019444
rnd 576: wh-err= 0.998747 th-err= 0.015599 dev= nan test= 0.175000 train= 0.019444
rnd 577: wh-err= 0.998753 th-err= 0.015579 dev= nan test= 0.175000 train= 0.019444
rnd 578: wh-err= 0.998754 th-err= 0.015560 dev= nan test= 0.175000 train= 0.019444
rnd 579: wh-err= 0.998756 th-err= 0.015541 dev= nan test= 0.175000 train= 0.019444
rnd 580: wh-err= 0.998756 th-err= 0.015521 dev= nan test= 0.175000 train= 0.019444
rnd 581: wh-err= 0.998763 th-err= 0.015502 dev= nan test= 0.175000 train= 0.019444
rnd 582: wh-err= 0.998772 th-err= 0.015483 dev= nan test= 0.175000 train= 0.019444
rnd 583: wh-err= 0.998780 th-err= 0.015464 dev= nan test= 0.175000 train= 0.019444
rnd 584: wh-err= 0.998782 th-err= 0.015445 dev= nan test= 0.175000 train= 0.019444
rnd 585: wh-err= 0.998790 th-err= 0.015427 dev= nan test= 0.175000 train= 0.019444
rnd 586: wh-err= 0.998793 th-err= 0.015408 dev= nan test= 0.175000 train= 0.019444
rnd 587: wh-err= 0.998792 th-err= 0.015389 dev= nan test= 0.175000 train= 0.019444
rnd 588: wh-err= 0.998794 th-err= 0.015371 dev= nan test= 0.175000 train= 0.019444
rnd 589: wh-err= 0.998800 th-err= 0.015352 dev= nan test= 0.175000 train= 0.019444
rnd 590: wh-err= 0.998805 th-err= 0.015334 dev= nan test= 0.175000 train= 0.019444
rnd 591: wh-err= 0.998807 th-err= 0.015316 dev= nan test= 0.175000 train= 0.019444
rnd 592: wh-err= 0.998809 th-err= 0.015298 dev= nan test= 0.175000 train= 0.019444
rnd 593: wh-err= 0.998811 th-err= 0.015279 dev= nan test= 0.175000 train= 0.019444
rnd 594: wh-err= 0.998813 th-err= 0.015261 dev= nan test= 0.175000 train= 0.019444
rnd 595: wh-err= 0.998814 th-err= 0.015243 dev= nan test= 0.175000 train= 0.019444
rnd 596: wh-err= 0.998815 th-err= 0.015225 dev= nan test= 0.175000 train= 0.019444
rnd 597: wh-err= 0.998816 th-err= 0.015207 dev= nan test= 0.175000 train= 0.019444
rnd 598: wh-err= 0.998815 th-err= 0.015189 dev= nan test= 0.175000 train= 0.019444
rnd 599: wh-err= 0.998820 th-err= 0.015171 dev= nan test= 0.175000 train= 0.019444
rnd 600: wh-err= 0.998829 th-err= 0.015153 dev= nan test= 0.175000 train= 0.019444
rnd 601: wh-err= 0.998840 th-err= 0.015136 dev= nan test= 0.175000 train= 0.019444
rnd 602: wh-err= 0.998841 th-err= 0.015118 dev= nan test= 0.175000 train= 0.019444
rnd 603: wh-err= 0.998846 th-err= 0.015101 dev= nan test= 0.175000 train= 0.019444
rnd 604: wh-err= 0.998847 th-err= 0.015083 dev= nan test= 0.175000 train= 0.019444
rnd 605: wh-err= 0.998847 th-err= 0.015066 dev= nan test= 0.175000 train= 0.019444
rnd 606: wh-err= 0.998846 th-err= 0.015049 dev= nan test= 0.175000 train= 0.019444
rnd 607: wh-err= 0.998852 th-err= 0.015031 dev= nan test= 0.175000 train= 0.019444
rnd 608: wh-err= 0.998856 th-err= 0.015014 dev= nan test= 0.175000 train= 0.019444
rnd 609: wh-err= 0.998858 th-err= 0.014997 dev= nan test= 0.175000 train= 0.019444
rnd 610: wh-err= 0.998861 th-err= 0.014980 dev= nan test= 0.175000 train= 0.019444
rnd 611: wh-err= 0.998866 th-err= 0.014963 dev= nan test= 0.175000 train= 0.019444
rnd 612: wh-err= 0.998866 th-err= 0.014946 dev= nan test= 0.175000 train= 0.019444
rnd 613: wh-err= 0.998890 th-err= 0.014929 dev= nan test= 0.175000 train= 0.019444
rnd 614: wh-err= 0.998896 th-err= 0.014913 dev= nan test= 0.175000 train= 0.019444
rnd 615: wh-err= 0.998898 th-err= 0.014896 dev= nan test= 0.175000 train= 0.019444
rnd 616: wh-err= 0.998899 th-err= 0.014880 dev= nan test= 0.175000 train= 0.019444
rnd 617: wh-err= 0.998902 th-err= 0.014864 dev= nan test= 0.175000 train= 0.019444
rnd 618: wh-err= 0.998903 th-err= 0.014847 dev= nan test= 0.175000 train= 0.019444
rnd 619: wh-err= 0.998903 th-err= 0.014831 dev= nan test= 0.175000 train= 0.019444
rnd 620: wh-err= 0.998922 th-err= 0.014815 dev= nan test= 0.175000 train= 0.019444
rnd 621: wh-err= 0.998922 th-err= 0.014799 dev= nan test= 0.175000 train= 0.019444
rnd 622: wh-err= 0.998923 th-err= 0.014783 dev= nan test= 0.175000 train= 0.019444
rnd 623: wh-err= 0.998930 th-err= 0.014767 dev= nan test= 0.175000 train= 0.019444
rnd 624: wh-err= 0.998932 th-err= 0.014752 dev= nan test= 0.175000 train= 0.019444
rnd 625: wh-err= 0.998935 th-err= 0.014736 dev= nan test= 0.175000 train= 0.019444
rnd 626: wh-err= 0.998831 th-err= 0.014719 dev= nan test= 0.175000 train= 0.019444
rnd 627: wh-err= 0.998940 th-err= 0.014703 dev= nan test= 0.175000 train= 0.019444
rnd 628: wh-err= 0.998947 th-err= 0.014688 dev= nan test= 0.175000 train= 0.019444
rnd 629: wh-err= 0.998951 th-err= 0.014672 dev= nan test= 0.175000 train= 0.019444
rnd 630: wh-err= 0.998954 th-err= 0.014657 dev= nan test= 0.175000 train= 0.019444
rnd 631: wh-err= 0.998956 th-err= 0.014642 dev= nan test= 0.175000 train= 0.019444
rnd 632: wh-err= 0.998959 th-err= 0.014626 dev= nan test= 0.175000 train= 0.019444
rnd 633: wh-err= 0.998961 th-err= 0.014611 dev= nan test= 0.175000 train= 0.019444
rnd 634: wh-err= 0.998962 th-err= 0.014596 dev= nan test= 0.175000 train= 0.019444
rnd 635: wh-err= 0.998963 th-err= 0.014581 dev= nan test= 0.175000 train= 0.019444
rnd 636: wh-err= 0.998966 th-err= 0.014566 dev= nan test= 0.175000 train= 0.019444
rnd 637: wh-err= 0.998968 th-err= 0.014551 dev= nan test= 0.175000 train= 0.019444
rnd 638: wh-err= 0.998967 th-err= 0.014536 dev= nan test= 0.175000 train= 0.019444
rnd 639: wh-err= 0.998976 th-err= 0.014521 dev= nan test= 0.175000 train= 0.019444
rnd 640: wh-err= 0.998975 th-err= 0.014506 dev= nan test= 0.175000 train= 0.019444
rnd 641: wh-err= 0.998985 th-err= 0.014491 dev= nan test= 0.175000 train= 0.019444
rnd 642: wh-err= 0.998990 th-err= 0.014477 dev= nan test= 0.175000 train= 0.019444
rnd 643: wh-err= 0.998991 th-err= 0.014462 dev= nan test= 0.175000 train= 0.019444
rnd 644: wh-err= 0.998997 th-err= 0.014447 dev= nan test= 0.175000 train= 0.019444
rnd 645: wh-err= 0.998997 th-err= 0.014433 dev= nan test= 0.175000 train= 0.019444
rnd 646: wh-err= 0.998999 th-err= 0.014418 dev= nan test= 0.175000 train= 0.019444
rnd 647: wh-err= 0.999004 th-err= 0.014404 dev= nan test= 0.175000 train= 0.019444
rnd 648: wh-err= 0.999009 th-err= 0.014390 dev= nan test= 0.175000 train= 0.019444
rnd 649: wh-err= 0.999009 th-err= 0.014376 dev= nan test= 0.175000 train= 0.019444
rnd 650: wh-err= 0.999009 th-err= 0.014361 dev= nan test= 0.175000 train= 0.019444
rnd 651: wh-err= 0.998892 th-err= 0.014345 dev= nan test= 0.175000 train= 0.019444
rnd 652: wh-err= 0.999009 th-err= 0.014331 dev= nan test= 0.175000 train= 0.019444
rnd 653: wh-err= 0.999015 th-err= 0.014317 dev= nan test= 0.175000 train= 0.019444
rnd 654: wh-err= 0.999019 th-err= 0.014303 dev= nan test= 0.175000 train= 0.019444
rnd 655: wh-err= 0.999020 th-err= 0.014289 dev= nan test= 0.175000 train= 0.019444
rnd 656: wh-err= 0.999028 th-err= 0.014275 dev= nan test= 0.175000 train= 0.019444
rnd 657: wh-err= 0.999028 th-err= 0.014261 dev= nan test= 0.175000 train= 0.019444
rnd 658: wh-err= 0.999028 th-err= 0.014247 dev= nan test= 0.175000 train= 0.019444
rnd 659: wh-err= 0.999039 th-err= 0.014234 dev= nan test= 0.175000 train= 0.019444
rnd 660: wh-err= 0.999041 th-err= 0.014220 dev= nan test= 0.175000 train= 0.019444
rnd 661: wh-err= 0.999046 th-err= 0.014206 dev= nan test= 0.175000 train= 0.019444
rnd 662: wh-err= 0.999048 th-err= 0.014193 dev= nan test= 0.175000 train= 0.019444
rnd 663: wh-err= 0.999053 th-err= 0.014179 dev= nan test= 0.175000 train= 0.019444
rnd 664: wh-err= 0.999053 th-err= 0.014166 dev= nan test= 0.175000 train= 0.019444
rnd 665: wh-err= 0.999058 th-err= 0.014153 dev= nan test= 0.175000 train= 0.019444
rnd 666: wh-err= 0.999058 th-err= 0.014139 dev= nan test= 0.175000 train= 0.019444
rnd 667: wh-err= 0.999062 th-err= 0.014126 dev= nan test= 0.175000 train= 0.019444
rnd 668: wh-err= 0.999062 th-err= 0.014113 dev= nan test= 0.175000 train= 0.019444
rnd 669: wh-err= 0.999064 th-err= 0.014100 dev= nan test= 0.175000 train= 0.019444
rnd 670: wh-err= 0.999065 th-err= 0.014086 dev= nan test= 0.175000 train= 0.019444
rnd 671: wh-err= 0.999068 th-err= 0.014073 dev= nan test= 0.175000 train= 0.019444
rnd 672: wh-err= 0.999070 th-err= 0.014060 dev= nan test= 0.175000 train= 0.019444
rnd 673: wh-err= 0.999080 th-err= 0.014047 dev= nan test= 0.175000 train= 0.019444
rnd 674: wh-err= 0.999082 th-err= 0.014034 dev= nan test= 0.175000 train= 0.019444
rnd 675: wh-err= 0.999085 th-err= 0.014022 dev= nan test= 0.175000 train= 0.019444
rnd 676: wh-err= 0.999085 th-err= 0.014009 dev= nan test= 0.175000 train= 0.019444
rnd 677: wh-err= 0.999085 th-err= 0.013996 dev= nan test= 0.175000 train= 0.019444
rnd 678: wh-err= 0.999086 th-err= 0.013983 dev= nan test= 0.175000 train= 0.019444
rnd 679: wh-err= 0.999088 th-err= 0.013970 dev= nan test= 0.175000 train= 0.019444
rnd 680: wh-err= 0.999092 th-err= 0.013958 dev= nan test= 0.175000 train= 0.019444
rnd 681: wh-err= 0.999096 th-err= 0.013945 dev= nan test= 0.175000 train= 0.019444
rnd 682: wh-err= 0.999099 th-err= 0.013933 dev= nan test= 0.175000 train= 0.019444
rnd 683: wh-err= 0.999099 th-err= 0.013920 dev= nan test= 0.175000 train= 0.019444
rnd 684: wh-err= 0.999102 th-err= 0.013907 dev= nan test= 0.175000 train= 0.019444
rnd 685: wh-err= 0.999102 th-err= 0.013895 dev= nan test= 0.175000 train= 0.019444
rnd 686: wh-err= 0.999103 th-err= 0.013883 dev= nan test= 0.175000 train= 0.019444
rnd 687: wh-err= 0.999103 th-err= 0.013870 dev= nan test= 0.175000 train= 0.019444
rnd 688: wh-err= 0.999104 th-err= 0.013858 dev= nan test= 0.175000 train= 0.019444
rnd 689: wh-err= 0.999108 th-err= 0.013845 dev= nan test= 0.175000 train= 0.019444
rnd 690: wh-err= 0.999108 th-err= 0.013833 dev= nan test= 0.175000 train= 0.019444
rnd 691: wh-err= 0.999110 th-err= 0.013821 dev= nan test= 0.175000 train= 0.019444
rnd 692: wh-err= 0.999110 th-err= 0.013808 dev= nan test= 0.175000 train= 0.019444
rnd 693: wh-err= 0.999113 th-err= 0.013796 dev= nan test= 0.175000 train= 0.019444
rnd 694: wh-err= 0.999114 th-err= 0.013784 dev= nan test= 0.175000 train= 0.019444
rnd 695: wh-err= 0.999114 th-err= 0.013772 dev= nan test= 0.175000 train= 0.019444
rnd 696: wh-err= 0.999119 th-err= 0.013759 dev= nan test= 0.175000 train= 0.019444
rnd 697: wh-err= 0.999120 th-err= 0.013747 dev= nan test= 0.175000 train= 0.019444
rnd 698: wh-err= 0.999121 th-err= 0.013735 dev= nan test= 0.175000 train= 0.019444
rnd 699: wh-err= 0.999125 th-err= 0.013723 dev= nan test= 0.175000 train= 0.019444
rnd 700: wh-err= 0.999126 th-err= 0.013711 dev= nan test= 0.175000 train= 0.019444
rnd 701: wh-err= 0.999127 th-err= 0.013699 dev= nan test= 0.175000 train= 0.019444
rnd 702: wh-err= 0.999128 th-err= 0.013687 dev= nan test= 0.175000 train= 0.019444
rnd 703: wh-err= 0.999130 th-err= 0.013675 dev= nan test= 0.175000 train= 0.019444
rnd 704: wh-err= 0.999132 th-err= 0.013664 dev= nan test= 0.175000 train= 0.019444
rnd 705: wh-err= 0.999134 th-err= 0.013652 dev= nan test= 0.175000 train= 0.019444
rnd 706: wh-err= 0.999135 th-err= 0.013640 dev= nan test= 0.175000 train= 0.019444
rnd 707: wh-err= 0.999138 th-err= 0.013628 dev= nan test= 0.175000 train= 0.019444
rnd 708: wh-err= 0.999139 th-err= 0.013616 dev= nan test= 0.175000 train= 0.019444
rnd 709: wh-err= 0.999140 th-err= 0.013605 dev= nan test= 0.175000 train= 0.019444
rnd 710: wh-err= 0.999148 th-err= 0.013593 dev= nan test= 0.175000 train= 0.019444
rnd 711: wh-err= 0.999153 th-err= 0.013582 dev= nan test= 0.175000 train= 0.019444
rnd 712: wh-err= 0.999158 th-err= 0.013570 dev= nan test= 0.175000 train= 0.019444
rnd 713: wh-err= 0.999161 th-err= 0.013559 dev= nan test= 0.175000 train= 0.019444
rnd 714: wh-err= 0.999162 th-err= 0.013547 dev= nan test= 0.175000 train= 0.019444
rnd 715: wh-err= 0.999163 th-err= 0.013536 dev= nan test= 0.175000 train= 0.019444
rnd 716: wh-err= 0.999162 th-err= 0.013525 dev= nan test= 0.175000 train= 0.019444
rnd 717: wh-err= 0.999165 th-err= 0.013513 dev= nan test= 0.175000 train= 0.019444
rnd 718: wh-err= 0.999166 th-err= 0.013502 dev= nan test= 0.175000 train= 0.019444
rnd 719: wh-err= 0.999144 th-err= 0.013491 dev= nan test= 0.175000 train= 0.019444
rnd 720: wh-err= 0.999034 th-err= 0.013478 dev= nan test= 0.175000 train= 0.019444
rnd 721: wh-err= 0.999088 th-err= 0.013465 dev= nan test= 0.175000 train= 0.019444
rnd 722: wh-err= 0.999130 th-err= 0.013454 dev= nan test= 0.175000 train= 0.019444
rnd 723: wh-err= 0.999147 th-err= 0.013442 dev= nan test= 0.175000 train= 0.019444
rnd 724: wh-err= 0.999149 th-err= 0.013431 dev= nan test= 0.175000 train= 0.019444
rnd 725: wh-err= 0.999151 th-err= 0.013419 dev= nan test= 0.175000 train= 0.019444
rnd 726: wh-err= 0.999160 th-err= 0.013408 dev= nan test= 0.175000 train= 0.019444
rnd 727: wh-err= 0.999163 th-err= 0.013397 dev= nan test= 0.175000 train= 0.019444
rnd 728: wh-err= 0.999169 th-err= 0.013386 dev= nan test= 0.175000 train= 0.019444
rnd 729: wh-err= 0.999170 th-err= 0.013375 dev= nan test= 0.175000 train= 0.019444
rnd 730: wh-err= 0.999171 th-err= 0.013363 dev= nan test= 0.175000 train= 0.019444
rnd 731: wh-err= 0.999172 th-err= 0.013352 dev= nan test= 0.175000 train= 0.019444
rnd 732: wh-err= 0.999174 th-err= 0.013341 dev= nan test= 0.175000 train= 0.019444
rnd 733: wh-err= 0.999175 th-err= 0.013330 dev= nan test= 0.175000 train= 0.019444
rnd 734: wh-err= 0.999190 th-err= 0.013320 dev= nan test= 0.175000 train= 0.019444
rnd 735: wh-err= 0.999192 th-err= 0.013309 dev= nan test= 0.175000 train= 0.019444
rnd 736: wh-err= 0.999192 th-err= 0.013298 dev= nan test= 0.175000 train= 0.019444
rnd 737: wh-err= 0.999193 th-err= 0.013287 dev= nan test= 0.175000 train= 0.019444
rnd 738: wh-err= 0.999193 th-err= 0.013277 dev= nan test= 0.175000 train= 0.019444
rnd 739: wh-err= 0.999197 th-err= 0.013266 dev= nan test= 0.175000 train= 0.019444
rnd 740: wh-err= 0.999197 th-err= 0.013255 dev= nan test= 0.175000 train= 0.019444
rnd 741: wh-err= 0.999198 th-err= 0.013245 dev= nan test= 0.175000 train= 0.019444
rnd 742: wh-err= 0.999200 th-err= 0.013234 dev= nan test= 0.175000 train= 0.019444
rnd 743: wh-err= 0.999200 th-err= 0.013223 dev= nan test= 0.175000 train= 0.019444
rnd 744: wh-err= 0.999200 th-err= 0.013213 dev= nan test= 0.175000 train= 0.019444
rnd 745: wh-err= 0.999204 th-err= 0.013202 dev= nan test= 0.175000 train= 0.019444
rnd 746: wh-err= 0.999209 th-err= 0.013192 dev= nan test= 0.175000 train= 0.019444
rnd 747: wh-err= 0.999210 th-err= 0.013182 dev= nan test= 0.175000 train= 0.019444
rnd 748: wh-err= 0.999211 th-err= 0.013171 dev= nan test= 0.175000 train= 0.019444
rnd 749: wh-err= 0.999215 th-err= 0.013161 dev= nan test= 0.175000 train= 0.019444
rnd 750: wh-err= 0.999217 th-err= 0.013150 dev= nan test= 0.175000 train= 0.019444
rnd 751: wh-err= 0.999217 th-err= 0.013140 dev= nan test= 0.175000 train= 0.019444
rnd 752: wh-err= 0.999220 th-err= 0.013130 dev= nan test= 0.175000 train= 0.019444
rnd 753: wh-err= 0.999223 th-err= 0.013120 dev= nan test= 0.175000 train= 0.019444
rnd 754: wh-err= 0.999225 th-err= 0.013110 dev= nan test= 0.175000 train= 0.019444
rnd 755: wh-err= 0.999224 th-err= 0.013099 dev= nan test= 0.175000 train= 0.019444
rnd 756: wh-err= 0.999230 th-err= 0.013089 dev= nan test= 0.175000 train= 0.019444
rnd 757: wh-err= 0.999184 th-err= 0.013079 dev= nan test= 0.175000 train= 0.019444
rnd 758: wh-err= 0.999232 th-err= 0.013069 dev= nan test= 0.175000 train= 0.019444
rnd 759: wh-err= 0.999233 th-err= 0.013059 dev= nan test= 0.175000 train= 0.019444
rnd 760: wh-err= 0.999234 th-err= 0.013049 dev= nan test= 0.175000 train= 0.019444
rnd 761: wh-err= 0.999237 th-err= 0.013039 dev= nan test= 0.175000 train= 0.019444
rnd 762: wh-err= 0.999240 th-err= 0.013029 dev= nan test= 0.175000 train= 0.019444
rnd 763: wh-err= 0.999240 th-err= 0.013019 dev= nan test= 0.175000 train= 0.019444
rnd 764: wh-err= 0.999240 th-err= 0.013009 dev= nan test= 0.175000 train= 0.019444
rnd 765: wh-err= 0.999240 th-err= 0.012999 dev= nan test= 0.175000 train= 0.019444
rnd 766: wh-err= 0.999242 th-err= 0.012989 dev= nan test= 0.175000 train= 0.019444
rnd 767: wh-err= 0.999244 th-err= 0.012979 dev= nan test= 0.175000 train= 0.019444
rnd 768: wh-err= 0.999246 th-err= 0.012970 dev= nan test= 0.175000 train= 0.019444
rnd 769: wh-err= 0.999247 th-err= 0.012960 dev= nan test= 0.175000 train= 0.019444
rnd 770: wh-err= 0.999247 th-err= 0.012950 dev= nan test= 0.175000 train= 0.019444
rnd 771: wh-err= 0.999248 th-err= 0.012940 dev= nan test= 0.175000 train= 0.019444
rnd 772: wh-err= 0.999249 th-err= 0.012931 dev= nan test= 0.175000 train= 0.019444
rnd 773: wh-err= 0.999256 th-err= 0.012921 dev= nan test= 0.175000 train= 0.019444
rnd 774: wh-err= 0.999257 th-err= 0.012911 dev= nan test= 0.175000 train= 0.019444
rnd 775: wh-err= 0.999262 th-err= 0.012902 dev= nan test= 0.175000 train= 0.019444
rnd 776: wh-err= 0.999265 th-err= 0.012892 dev= nan test= 0.175000 train= 0.019444
rnd 777: wh-err= 0.999266 th-err= 0.012883 dev= nan test= 0.175000 train= 0.019444
rnd 778: wh-err= 0.999266 th-err= 0.012873 dev= nan test= 0.175000 train= 0.019444
rnd 779: wh-err= 0.999267 th-err= 0.012864 dev= nan test= 0.175000 train= 0.019444
rnd 780: wh-err= 0.999268 th-err= 0.012855 dev= nan test= 0.175000 train= 0.019444
rnd 781: wh-err= 0.999271 th-err= 0.012845 dev= nan test= 0.175000 train= 0.019444
rnd 782: wh-err= 0.999274 th-err= 0.012836 dev= nan test= 0.175000 train= 0.019444
rnd 783: wh-err= 0.999275 th-err= 0.012827 dev= nan test= 0.175000 train= 0.019444
rnd 784: wh-err= 0.999276 th-err= 0.012817 dev= nan test= 0.175000 train= 0.019444
rnd 785: wh-err= 0.999280 th-err= 0.012808 dev= nan test= 0.175000 train= 0.019444
rnd 786: wh-err= 0.999283 th-err= 0.012799 dev= nan test= 0.175000 train= 0.019444
rnd 787: wh-err= 0.999286 th-err= 0.012790 dev= nan test= 0.175000 train= 0.019444
rnd 788: wh-err= 0.999285 th-err= 0.012781 dev= nan test= 0.175000 train= 0.019444
rnd 789: wh-err= 0.999286 th-err= 0.012771 dev= nan test= 0.175000 train= 0.019444
rnd 790: wh-err= 0.999286 th-err= 0.012762 dev= nan test= 0.175000 train= 0.019444
rnd 791: wh-err= 0.999287 th-err= 0.012753 dev= nan test= 0.175000 train= 0.019444
rnd 792: wh-err= 0.999288 th-err= 0.012744 dev= nan test= 0.175000 train= 0.019444
rnd 793: wh-err= 0.999288 th-err= 0.012735 dev= nan test= 0.175000 train= 0.019444
rnd 794: wh-err= 0.999289 th-err= 0.012726 dev= nan test= 0.175000 train= 0.019444
rnd 795: wh-err= 0.999289 th-err= 0.012717 dev= nan test= 0.175000 train= 0.019444
rnd 796: wh-err= 0.999290 th-err= 0.012708 dev= nan test= 0.175000 train= 0.019444
rnd 797: wh-err= 0.999292 th-err= 0.012699 dev= nan test= 0.175000 train= 0.019444
rnd 798: wh-err= 0.999298 th-err= 0.012690 dev= nan test= 0.175000 train= 0.019444
rnd 799: wh-err= 0.999298 th-err= 0.012681 dev= nan test= 0.175000 train= 0.019444
rnd 800: wh-err= 0.999299 th-err= 0.012672 dev= nan test= 0.175000 train= 0.019444
rnd 801: wh-err= 0.999301 th-err= 0.012663 dev= nan test= 0.175000 train= 0.019444
rnd 802: wh-err= 0.999304 th-err= 0.012655 dev= nan test= 0.175000 train= 0.019444
rnd 803: wh-err= 0.999304 th-err= 0.012646 dev= nan test= 0.175000 train= 0.019444
rnd 804: wh-err= 0.999306 th-err= 0.012637 dev= nan test= 0.175000 train= 0.019444
rnd 805: wh-err= 0.999311 th-err= 0.012628 dev= nan test= 0.175000 train= 0.019444
rnd 806: wh-err= 0.999312 th-err= 0.012620 dev= nan test= 0.175000 train= 0.019444
rnd 807: wh-err= 0.999312 th-err= 0.012611 dev= nan test= 0.175000 train= 0.019444
rnd 808: wh-err= 0.999313 th-err= 0.012602 dev= nan test= 0.175000 train= 0.019444
rnd 809: wh-err= 0.999316 th-err= 0.012594 dev= nan test= 0.175000 train= 0.019444
rnd 810: wh-err= 0.999318 th-err= 0.012585 dev= nan test= 0.175000 train= 0.019444
rnd 811: wh-err= 0.999319 th-err= 0.012577 dev= nan test= 0.175000 train= 0.019444
rnd 812: wh-err= 0.999319 th-err= 0.012568 dev= nan test= 0.175000 train= 0.019444
rnd 813: wh-err= 0.999321 th-err= 0.012559 dev= nan test= 0.175000 train= 0.019444
rnd 814: wh-err= 0.999323 th-err= 0.012551 dev= nan test= 0.175000 train= 0.019444
rnd 815: wh-err= 0.999326 th-err= 0.012542 dev= nan test= 0.175000 train= 0.019444
rnd 816: wh-err= 0.999326 th-err= 0.012534 dev= nan test= 0.175000 train= 0.019444
rnd 817: wh-err= 0.999328 th-err= 0.012526 dev= nan test= 0.175000 train= 0.019444
rnd 818: wh-err= 0.999329 th-err= 0.012517 dev= nan test= 0.175000 train= 0.019444
rnd 819: wh-err= 0.999331 th-err= 0.012509 dev= nan test= 0.175000 train= 0.019444
rnd 820: wh-err= 0.999332 th-err= 0.012500 dev= nan test= 0.175000 train= 0.019444
rnd 821: wh-err= 0.999334 th-err= 0.012492 dev= nan test= 0.175000 train= 0.019444
rnd 822: wh-err= 0.999335 th-err= 0.012484 dev= nan test= 0.175000 train= 0.019444
rnd 823: wh-err= 0.999335 th-err= 0.012475 dev= nan test= 0.175000 train= 0.019444
rnd 824: wh-err= 0.999338 th-err= 0.012467 dev= nan test= 0.175000 train= 0.019444
rnd 825: wh-err= 0.999343 th-err= 0.012459 dev= nan test= 0.175000 train= 0.019444
rnd 826: wh-err= 0.999345 th-err= 0.012451 dev= nan test= 0.175000 train= 0.019444
rnd 827: wh-err= 0.999349 th-err= 0.012443 dev= nan test= 0.175000 train= 0.019444
rnd 828: wh-err= 0.999350 th-err= 0.012435 dev= nan test= 0.175000 train= 0.019444
rnd 829: wh-err= 0.999350 th-err= 0.012427 dev= nan test= 0.175000 train= 0.019444
rnd 830: wh-err= 0.999350 th-err= 0.012419 dev= nan test= 0.175000 train= 0.019444
rnd 831: wh-err= 0.999351 th-err= 0.012410 dev= nan test= 0.175000 train= 0.019444
rnd 832: wh-err= 0.999352 th-err= 0.012402 dev= nan test= 0.175000 train= 0.019444
rnd 833: wh-err= 0.999353 th-err= 0.012394 dev= nan test= 0.175000 train= 0.019444
rnd 834: wh-err= 0.999353 th-err= 0.012386 dev= nan test= 0.175000 train= 0.019444
rnd 835: wh-err= 0.999353 th-err= 0.012378 dev= nan test= 0.175000 train= 0.019444
rnd 836: wh-err= 0.999355 th-err= 0.012370 dev= nan test= 0.175000 train= 0.019444
rnd 837: wh-err= 0.999355 th-err= 0.012362 dev= nan test= 0.175000 train= 0.019444
rnd 838: wh-err= 0.999356 th-err= 0.012354 dev= nan test= 0.175000 train= 0.019444
rnd 839: wh-err= 0.999361 th-err= 0.012347 dev= nan test= 0.175000 train= 0.019444
rnd 840: wh-err= 0.999316 th-err= 0.012338 dev= nan test= 0.175000 train= 0.019444
rnd 841: wh-err= 0.999337 th-err= 0.012330 dev= nan test= 0.175000 train= 0.019444
rnd 842: wh-err= 0.999362 th-err= 0.012322 dev= nan test= 0.175000 train= 0.019444
rnd 843: wh-err= 0.999362 th-err= 0.012314 dev= nan test= 0.175000 train= 0.019444
rnd 844: wh-err= 0.999362 th-err= 0.012306 dev= nan test= 0.175000 train= 0.019444
rnd 845: wh-err= 0.999366 th-err= 0.012299 dev= nan test= 0.175000 train= 0.019444
rnd 846: wh-err= 0.999367 th-err= 0.012291 dev= nan test= 0.175000 train= 0.019444
rnd 847: wh-err= 0.999367 th-err= 0.012283 dev= nan test= 0.175000 train= 0.019444
rnd 848: wh-err= 0.999369 th-err= 0.012275 dev= nan test= 0.175000 train= 0.019444
rnd 849: wh-err= 0.999371 th-err= 0.012267 dev= nan test= 0.175000 train= 0.019444
rnd 850: wh-err= 0.999359 th-err= 0.012260 dev= nan test= 0.175000 train= 0.019444
rnd 851: wh-err= 0.999371 th-err= 0.012252 dev= nan test= 0.175000 train= 0.019444
rnd 852: wh-err= 0.999371 th-err= 0.012244 dev= nan test= 0.175000 train= 0.019444
rnd 853: wh-err= 0.999371 th-err= 0.012237 dev= nan test= 0.175000 train= 0.019444
rnd 854: wh-err= 0.999371 th-err= 0.012229 dev= nan test= 0.175000 train= 0.019444
rnd 855: wh-err= 0.999380 th-err= 0.012221 dev= nan test= 0.175000 train= 0.019444
rnd 856: wh-err= 0.999381 th-err= 0.012214 dev= nan test= 0.175000 train= 0.019444
rnd 857: wh-err= 0.999382 th-err= 0.012206 dev= nan test= 0.175000 train= 0.019444
rnd 858: wh-err= 0.999383 th-err= 0.012199 dev= nan test= 0.175000 train= 0.019444
rnd 859: wh-err= 0.999385 th-err= 0.012191 dev= nan test= 0.175000 train= 0.019444
rnd 860: wh-err= 0.999385 th-err= 0.012184 dev= nan test= 0.175000 train= 0.019444
rnd 861: wh-err= 0.999386 th-err= 0.012176 dev= nan test= 0.175000 train= 0.019444
rnd 862: wh-err= 0.999387 th-err= 0.012169 dev= nan test= 0.175000 train= 0.019444
rnd 863: wh-err= 0.999389 th-err= 0.012161 dev= nan test= 0.175000 train= 0.019444
rnd 864: wh-err= 0.999390 th-err= 0.012154 dev= nan test= 0.175000 train= 0.019444
rnd 865: wh-err= 0.999390 th-err= 0.012146 dev= nan test= 0.175000 train= 0.019444
rnd 866: wh-err= 0.999394 th-err= 0.012139 dev= nan test= 0.175000 train= 0.019444
rnd 867: wh-err= 0.999394 th-err= 0.012132 dev= nan test= 0.175000 train= 0.019444
rnd 868: wh-err= 0.999394 th-err= 0.012124 dev= nan test= 0.175000 train= 0.019444
rnd 869: wh-err= 0.999396 th-err= 0.012117 dev= nan test= 0.175000 train= 0.019444
rnd 870: wh-err= 0.999397 th-err= 0.012110 dev= nan test= 0.175000 train= 0.019444
rnd 871: wh-err= 0.999399 th-err= 0.012102 dev= nan test= 0.175000 train= 0.019444
rnd 872: wh-err= 0.999400 th-err= 0.012095 dev= nan test= 0.175000 train= 0.019444
rnd 873: wh-err= 0.999400 th-err= 0.012088 dev= nan test= 0.175000 train= 0.019444
rnd 874: wh-err= 0.999404 th-err= 0.012081 dev= nan test= 0.175000 train= 0.019444
rnd 875: wh-err= 0.999406 th-err= 0.012073 dev= nan test= 0.175000 train= 0.019444
rnd 876: wh-err= 0.999407 th-err= 0.012066 dev= nan test= 0.175000 train= 0.019444
rnd 877: wh-err= 0.999409 th-err= 0.012059 dev= nan test= 0.175000 train= 0.019444
rnd 878: wh-err= 0.999410 th-err= 0.012052 dev= nan test= 0.175000 train= 0.019444
rnd 879: wh-err= 0.999411 th-err= 0.012045 dev= nan test= 0.175000 train= 0.019444
rnd 880: wh-err= 0.999412 th-err= 0.012038 dev= nan test= 0.175000 train= 0.019444
rnd 881: wh-err= 0.999412 th-err= 0.012031 dev= nan test= 0.175000 train= 0.019444
rnd 882: wh-err= 0.999413 th-err= 0.012024 dev= nan test= 0.175000 train= 0.019444
rnd 883: wh-err= 0.999413 th-err= 0.012017 dev= nan test= 0.175000 train= 0.019444
rnd 884: wh-err= 0.999413 th-err= 0.012010 dev= nan test= 0.175000 train= 0.019444
rnd 885: wh-err= 0.999413 th-err= 0.012003 dev= nan test= 0.175000 train= 0.019444
rnd 886: wh-err= 0.999414 th-err= 0.011996 dev= nan test= 0.175000 train= 0.019444
rnd 887: wh-err= 0.999414 th-err= 0.011989 dev= nan test= 0.175000 train= 0.019444
rnd 888: wh-err= 0.999416 th-err= 0.011982 dev= nan test= 0.175000 train= 0.019444
rnd 889: wh-err= 0.999419 th-err= 0.011975 dev= nan test= 0.175000 train= 0.019444
rnd 890: wh-err= 0.999419 th-err= 0.011968 dev= nan test= 0.175000 train= 0.019444
rnd 891: wh-err= 0.999420 th-err= 0.011961 dev= nan test= 0.175000 train= 0.019444
rnd 892: wh-err= 0.999422 th-err= 0.011954 dev= nan test= 0.175000 train= 0.019444
rnd 893: wh-err= 0.999422 th-err= 0.011947 dev= nan test= 0.175000 train= 0.019444
rnd 894: wh-err= 0.999423 th-err= 0.011940 dev= nan test= 0.175000 train= 0.019444
rnd 895: wh-err= 0.999427 th-err= 0.011933 dev= nan test= 0.175000 train= 0.019444
rnd 896: wh-err= 0.999428 th-err= 0.011926 dev= nan test= 0.175000 train= 0.019444
rnd 897: wh-err= 0.999428 th-err= 0.011919 dev= nan test= 0.175000 train= 0.019444
rnd 898: wh-err= 0.999430 th-err= 0.011913 dev= nan test= 0.175000 train= 0.019444
rnd 899: wh-err= 0.999430 th-err= 0.011906 dev= nan test= 0.175000 train= 0.019444
rnd 900: wh-err= 0.999431 th-err= 0.011899 dev= nan test= 0.175000 train= 0.019444
rnd 901: wh-err= 0.999414 th-err= 0.011892 dev= nan test= 0.175000 train= 0.019444
rnd 902: wh-err= 0.999433 th-err= 0.011885 dev= nan test= 0.175000 train= 0.019444
rnd 903: wh-err= 0.999433 th-err= 0.011879 dev= nan test= 0.175000 train= 0.019444
rnd 904: wh-err= 0.999434 th-err= 0.011872 dev= nan test= 0.175000 train= 0.019444
rnd 905: wh-err= 0.999433 th-err= 0.011865 dev= nan test= 0.175000 train= 0.019444
rnd 906: wh-err= 0.999434 th-err= 0.011858 dev= nan test= 0.175000 train= 0.019444
rnd 907: wh-err= 0.999436 th-err= 0.011852 dev= nan test= 0.175000 train= 0.019444
rnd 908: wh-err= 0.999437 th-err= 0.011845 dev= nan test= 0.175000 train= 0.019444
rnd 909: wh-err= 0.999438 th-err= 0.011838 dev= nan test= 0.175000 train= 0.019444
rnd 910: wh-err= 0.999438 th-err= 0.011832 dev= nan test= 0.175000 train= 0.019444
rnd 911: wh-err= 0.999440 th-err= 0.011825 dev= nan test= 0.175000 train= 0.019444
rnd 912: wh-err= 0.999441 th-err= 0.011819 dev= nan test= 0.175000 train= 0.019444
rnd 913: wh-err= 0.999441 th-err= 0.011812 dev= nan test= 0.175000 train= 0.019444
rnd 914: wh-err= 0.999444 th-err= 0.011805 dev= nan test= 0.175000 train= 0.019444
rnd 915: wh-err= 0.999445 th-err= 0.011799 dev= nan test= 0.175000 train= 0.019444
rnd 916: wh-err= 0.999445 th-err= 0.011792 dev= nan test= 0.175000 train= 0.019444
rnd 917: wh-err= 0.999446 th-err= 0.011786 dev= nan test= 0.175000 train= 0.019444
rnd 918: wh-err= 0.999446 th-err= 0.011779 dev= nan test= 0.175000 train= 0.019444
rnd 919: wh-err= 0.999446 th-err= 0.011773 dev= nan test= 0.175000 train= 0.019444
rnd 920: wh-err= 0.999447 th-err= 0.011766 dev= nan test= 0.175000 train= 0.019444
rnd 921: wh-err= 0.999448 th-err= 0.011760 dev= nan test= 0.175000 train= 0.019444
rnd 922: wh-err= 0.999448 th-err= 0.011753 dev= nan test= 0.175000 train= 0.019444
rnd 923: wh-err= 0.999449 th-err= 0.011747 dev= nan test= 0.175000 train= 0.019444
rnd 924: wh-err= 0.999449 th-err= 0.011740 dev= nan test= 0.175000 train= 0.019444
rnd 925: wh-err= 0.999452 th-err= 0.011734 dev= nan test= 0.175000 train= 0.019444
rnd 926: wh-err= 0.999443 th-err= 0.011727 dev= nan test= 0.175000 train= 0.019444
rnd 927: wh-err= 0.999451 th-err= 0.011721 dev= nan test= 0.175000 train= 0.019444
rnd 928: wh-err= 0.999452 th-err= 0.011714 dev= nan test= 0.175000 train= 0.019444
rnd 929: wh-err= 0.999453 th-err= 0.011708 dev= nan test= 0.175000 train= 0.019444
rnd 930: wh-err= 0.999454 th-err= 0.011702 dev= nan test= 0.175000 train= 0.019444
rnd 931: wh-err= 0.999458 th-err= 0.011695 dev= nan test= 0.175000 train= 0.019444
rnd 932: wh-err= 0.999459 th-err= 0.011689 dev= nan test= 0.175000 train= 0.019444
rnd 933: wh-err= 0.999460 th-err= 0.011683 dev= nan test= 0.175000 train= 0.019444
rnd 934: wh-err= 0.999461 th-err= 0.011676 dev= nan test= 0.175000 train= 0.019444
rnd 935: wh-err= 0.999462 th-err= 0.011670 dev= nan test= 0.175000 train= 0.019444
rnd 936: wh-err= 0.999459 th-err= 0.011664 dev= nan test= 0.175000 train= 0.019444
rnd 937: wh-err= 0.999463 th-err= 0.011658 dev= nan test= 0.175000 train= 0.019444
rnd 938: wh-err= 0.999464 th-err= 0.011651 dev= nan test= 0.175000 train= 0.019444
rnd 939: wh-err= 0.999466 th-err= 0.011645 dev= nan test= 0.175000 train= 0.019444
rnd 940: wh-err= 0.999467 th-err= 0.011639 dev= nan test= 0.175000 train= 0.019444
rnd 941: wh-err= 0.999468 th-err= 0.011633 dev= nan test= 0.175000 train= 0.019444
rnd 942: wh-err= 0.999471 th-err= 0.011627 dev= nan test= 0.175000 train= 0.019444
rnd 943: wh-err= 0.999474 th-err= 0.011620 dev= nan test= 0.175000 train= 0.019444
rnd 944: wh-err= 0.999474 th-err= 0.011614 dev= nan test= 0.175000 train= 0.019444
rnd 945: wh-err= 0.999474 th-err= 0.011608 dev= nan test= 0.175000 train= 0.019444
rnd 946: wh-err= 0.999474 th-err= 0.011602 dev= nan test= 0.175000 train= 0.019444
rnd 947: wh-err= 0.999475 th-err= 0.011596 dev= nan test= 0.175000 train= 0.019444
rnd 948: wh-err= 0.999476 th-err= 0.011590 dev= nan test= 0.175000 train= 0.019444
rnd 949: wh-err= 0.999470 th-err= 0.011584 dev= nan test= 0.175000 train= 0.019444
rnd 950: wh-err= 0.999476 th-err= 0.011578 dev= nan test= 0.175000 train= 0.019444
rnd 951: wh-err= 0.999477 th-err= 0.011572 dev= nan test= 0.175000 train= 0.019444
rnd 952: wh-err= 0.999478 th-err= 0.011566 dev= nan test= 0.175000 train= 0.019444
rnd 953: wh-err= 0.999479 th-err= 0.011560 dev= nan test= 0.175000 train= 0.019444
rnd 954: wh-err= 0.999479 th-err= 0.011554 dev= nan test= 0.175000 train= 0.019444
rnd 955: wh-err= 0.999480 th-err= 0.011548 dev= nan test= 0.175000 train= 0.019444
rnd 956: wh-err= 0.999481 th-err= 0.011542 dev= nan test= 0.175000 train= 0.019444
rnd 957: wh-err= 0.999481 th-err= 0.011536 dev= nan test= 0.175000 train= 0.019444
rnd 958: wh-err= 0.999483 th-err= 0.011530 dev= nan test= 0.175000 train= 0.019444
rnd 959: wh-err= 0.999483 th-err= 0.011524 dev= nan test= 0.175000 train= 0.019444
rnd 960: wh-err= 0.999486 th-err= 0.011518 dev= nan test= 0.175000 train= 0.019444
rnd 961: wh-err= 0.999486 th-err= 0.011512 dev= nan test= 0.175000 train= 0.019444
rnd 962: wh-err= 0.999486 th-err= 0.011506 dev= nan test= 0.175000 train= 0.019444
rnd 963: wh-err= 0.999487 th-err= 0.011500 dev= nan test= 0.175000 train= 0.019444
rnd 964: wh-err= 0.999487 th-err= 0.011494 dev= nan test= 0.175000 train= 0.019444
rnd 965: wh-err= 0.999488 th-err= 0.011488 dev= nan test= 0.175000 train= 0.019444
rnd 966: wh-err= 0.999489 th-err= 0.011482 dev= nan test= 0.175000 train= 0.019444
rnd 967: wh-err= 0.999491 th-err= 0.011476 dev= nan test= 0.175000 train= 0.019444
rnd 968: wh-err= 0.999491 th-err= 0.011471 dev= nan test= 0.175000 train= 0.019444
rnd 969: wh-err= 0.999492 th-err= 0.011465 dev= nan test= 0.175000 train= 0.019444
rnd 970: wh-err= 0.999493 th-err= 0.011459 dev= nan test= 0.175000 train= 0.019444
rnd 971: wh-err= 0.999493 th-err= 0.011453 dev= nan test= 0.175000 train= 0.019444
rnd 972: wh-err= 0.999495 th-err= 0.011447 dev= nan test= 0.175000 train= 0.019444
rnd 973: wh-err= 0.999497 th-err= 0.011442 dev= nan test= 0.175000 train= 0.019444
rnd 974: wh-err= 0.999498 th-err= 0.011436 dev= nan test= 0.175000 train= 0.019444
rnd 975: wh-err= 0.999500 th-err= 0.011430 dev= nan test= 0.175000 train= 0.019444
rnd 976: wh-err= 0.999500 th-err= 0.011424 dev= nan test= 0.175000 train= 0.019444
rnd 977: wh-err= 0.999500 th-err= 0.011419 dev= nan test= 0.175000 train= 0.019444
rnd 978: wh-err= 0.999502 th-err= 0.011413 dev= nan test= 0.175000 train= 0.019444
rnd 979: wh-err= 0.999502 th-err= 0.011407 dev= nan test= 0.175000 train= 0.019444
rnd 980: wh-err= 0.999503 th-err= 0.011402 dev= nan test= 0.175000 train= 0.019444
rnd 981: wh-err= 0.999498 th-err= 0.011396 dev= nan test= 0.175000 train= 0.019444
rnd 982: wh-err= 0.999503 th-err= 0.011390 dev= nan test= 0.175000 train= 0.019444
rnd 983: wh-err= 0.999503 th-err= 0.011385 dev= nan test= 0.175000 train= 0.019444
rnd 984: wh-err= 0.999504 th-err= 0.011379 dev= nan test= 0.175000 train= 0.019444
rnd 985: wh-err= 0.999504 th-err= 0.011373 dev= nan test= 0.175000 train= 0.019444
rnd 986: wh-err= 0.999504 th-err= 0.011368 dev= nan test= 0.175000 train= 0.019444
rnd 987: wh-err= 0.999504 th-err= 0.011362 dev= nan test= 0.175000 train= 0.019444
rnd 988: wh-err= 0.999504 th-err= 0.011356 dev= nan test= 0.175000 train= 0.019444
rnd 989: wh-err= 0.999505 th-err= 0.011351 dev= nan test= 0.175000 train= 0.019444
rnd 990: wh-err= 0.999506 th-err= 0.011345 dev= nan test= 0.175000 train= 0.019444
rnd 991: wh-err= 0.999507 th-err= 0.011340 dev= nan test= 0.175000 train= 0.019444
rnd 992: wh-err= 0.999508 th-err= 0.011334 dev= nan test= 0.175000 train= 0.019444
rnd 993: wh-err= 0.999508 th-err= 0.011328 dev= nan test= 0.175000 train= 0.019444
rnd 994: wh-err= 0.999510 th-err= 0.011323 dev= nan test= 0.175000 train= 0.019444
rnd 995: wh-err= 0.999511 th-err= 0.011317 dev= nan test= 0.175000 train= 0.019444
rnd 996: wh-err= 0.999512 th-err= 0.011312 dev= nan test= 0.175000 train= 0.019444
rnd 997: wh-err= 0.999512 th-err= 0.011306 dev= nan test= 0.175000 train= 0.019444
rnd 998: wh-err= 0.999513 th-err= 0.011301 dev= nan test= 0.175000 train= 0.019444
rnd 999: wh-err= 0.999509 th-err= 0.011295 dev= nan test= 0.175000 train= 0.019444
rnd 1000: wh-err= 0.999514 th-err= 0.011290 dev= nan test= 0.175000 train= 0.019444
