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cpu_split_hidden_100.txt
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cpu_split_hidden_100.txt
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Epoch: 0 time/epoch: 6.562 correct: 31 loss: 8.844289542730438
Epoch: 1 time/epoch: 0.053 correct: 31 loss: 7.830468734251569
Epoch: 2 time/epoch: 0.041 correct: 31 loss: 6.748677128199399
Epoch: 3 time/epoch: 0.041 correct: 31 loss: 6.465483526150908
Epoch: 4 time/epoch: 0.055 correct: 31 loss: 6.069830650372192
Epoch: 5 time/epoch: 0.047 correct: 31 loss: 6.644489618916428
Epoch: 6 time/epoch: 0.046 correct: 31 loss: 7.2410062791234635
Epoch: 7 time/epoch: 0.041 correct: 31 loss: 6.13023209247495
Epoch: 8 time/epoch: 0.042 correct: 31 loss: 6.294038084728308
Epoch: 9 time/epoch: 0.042 correct: 31 loss: 6.415193127997233
Epoch: 10 time/epoch: 0.042 correct: 31 loss: 5.809624961859825
Epoch: 11 time/epoch: 0.039 correct: 31 loss: 7.863150026570329
Epoch: 12 time/epoch: 0.043 correct: 31 loss: 5.919803281931055
Epoch: 13 time/epoch: 0.038 correct: 31 loss: 5.98887618947099
Epoch: 14 time/epoch: 0.04 correct: 31 loss: 6.155083339568972
Epoch: 15 time/epoch: 0.04 correct: 31 loss: 5.736221912395104
Epoch: 16 time/epoch: 0.092 correct: 31 loss: 7.2587917929630414
Epoch: 17 time/epoch: 0.041 correct: 31 loss: 6.54673623353313
Epoch: 18 time/epoch: 0.044 correct: 32 loss: 8.63405539932957
Epoch: 19 time/epoch: 0.041 correct: 31 loss: 6.294873730740676
Epoch: 20 time/epoch: 0.038 correct: 31 loss: 6.083410075772331
Epoch: 21 time/epoch: 0.039 correct: 31 loss: 5.606899544493676
Epoch: 22 time/epoch: 0.038 correct: 31 loss: 7.641690306168491
Epoch: 23 time/epoch: 0.04 correct: 31 loss: 6.142173153645951
Epoch: 24 time/epoch: 0.039 correct: 31 loss: 6.726726278866999
Epoch: 25 time/epoch: 0.04 correct: 31 loss: 5.429891594880757
Epoch: 26 time/epoch: 0.038 correct: 32 loss: 8.272266693208813
Epoch: 27 time/epoch: 0.041 correct: 32 loss: 6.115651658562312
Epoch: 28 time/epoch: 0.04 correct: 31 loss: 5.663366244302028
Epoch: 29 time/epoch: 0.039 correct: 32 loss: 6.5773946509519
Epoch: 30 time/epoch: 0.041 correct: 33 loss: 6.280105133308768
Epoch: 31 time/epoch: 0.038 correct: 37 loss: 7.152099787536008
Epoch: 32 time/epoch: 0.04 correct: 32 loss: 5.960246103871594
Epoch: 33 time/epoch: 0.041 correct: 36 loss: 7.346424583717021
Epoch: 34 time/epoch: 0.039 correct: 33 loss: 6.802315470909354
Epoch: 35 time/epoch: 0.041 correct: 32 loss: 5.646883523056026
Epoch: 36 time/epoch: 0.038 correct: 33 loss: 6.03543130663475
Epoch: 37 time/epoch: 0.039 correct: 32 loss: 5.536509194087394
Epoch: 38 time/epoch: 0.042 correct: 32 loss: 5.70176047400448
Epoch: 39 time/epoch: 0.04 correct: 37 loss: 6.131554893450433
Epoch: 40 time/epoch: 0.039 correct: 34 loss: 5.685578585890609
Epoch: 41 time/epoch: 0.051 correct: 34 loss: 5.621543823307576
Epoch: 42 time/epoch: 0.04 correct: 35 loss: 6.2307278052912904
Epoch: 43 time/epoch: 0.042 correct: 34 loss: 6.567100456065382
Epoch: 44 time/epoch: 0.04 correct: 36 loss: 6.7349736566492115
Epoch: 45 time/epoch: 0.038 correct: 37 loss: 5.8458755138054315
Epoch: 46 time/epoch: 0.04 correct: 34 loss: 5.655534043399997
Epoch: 47 time/epoch: 0.043 correct: 37 loss: 6.508322096459309
Epoch: 48 time/epoch: 0.038 correct: 37 loss: 7.542917579981641
Epoch: 49 time/epoch: 0.045 correct: 37 loss: 6.800629575141977
Epoch: 50 time/epoch: 0.04 correct: 36 loss: 5.787577627015549
Epoch: 51 time/epoch: 0.041 correct: 36 loss: 5.510545609573161
Epoch: 52 time/epoch: 0.04 correct: 35 loss: 5.853759811932299
Epoch: 53 time/epoch: 0.041 correct: 32 loss: 5.486690895427938
Epoch: 54 time/epoch: 0.04 correct: 36 loss: 5.848757245718038
Epoch: 55 time/epoch: 0.042 correct: 36 loss: 5.505437917669913
Epoch: 56 time/epoch: 0.039 correct: 37 loss: 6.0075634508049385
Epoch: 57 time/epoch: 0.039 correct: 35 loss: 5.285655239344786
Epoch: 58 time/epoch: 0.041 correct: 37 loss: 5.760068993026633
Epoch: 59 time/epoch: 0.039 correct: 37 loss: 6.933244037502999
Epoch: 60 time/epoch: 0.039 correct: 37 loss: 5.714452307013403
Epoch: 61 time/epoch: 0.038 correct: 37 loss: 5.9468060949080055
Epoch: 62 time/epoch: 0.039 correct: 37 loss: 6.497927184423028
Epoch: 63 time/epoch: 0.038 correct: 37 loss: 5.450618971652805
Epoch: 64 time/epoch: 0.037 correct: 37 loss: 5.673268881069033
Epoch: 65 time/epoch: 0.039 correct: 37 loss: 5.234312118048474
Epoch: 66 time/epoch: 0.038 correct: 39 loss: 8.526939374097141
Epoch: 67 time/epoch: 0.039 correct: 35 loss: 5.416786967989277
Epoch: 68 time/epoch: 0.04 correct: 37 loss: 6.144173755631886
Epoch: 69 time/epoch: 0.04 correct: 37 loss: 5.163229416909559
Epoch: 70 time/epoch: 0.041 correct: 37 loss: 5.536589432678138
Epoch: 71 time/epoch: 0.039 correct: 38 loss: 5.577130491767634
Epoch: 72 time/epoch: 0.037 correct: 37 loss: 4.87152206148001
Epoch: 73 time/epoch: 0.037 correct: 37 loss: 5.163796336965458
Epoch: 74 time/epoch: 0.037 correct: 38 loss: 5.505288731697702
Epoch: 75 time/epoch: 0.037 correct: 37 loss: 5.680092188521778
Epoch: 76 time/epoch: 0.038 correct: 35 loss: 4.065845013560564
Epoch: 77 time/epoch: 0.039 correct: 37 loss: 5.298273148675064
Epoch: 78 time/epoch: 0.038 correct: 37 loss: 4.922539913593268
Epoch: 79 time/epoch: 0.037 correct: 40 loss: 5.500360863211066
Epoch: 80 time/epoch: 0.039 correct: 39 loss: 4.995682450530258
Epoch: 81 time/epoch: 0.039 correct: 37 loss: 5.400629923606093
Epoch: 82 time/epoch: 0.04 correct: 37 loss: 5.255945489787
Epoch: 83 time/epoch: 0.04 correct: 37 loss: 5.132556955844531
Epoch: 84 time/epoch: 0.039 correct: 43 loss: 6.73010817210778
Epoch: 85 time/epoch: 0.039 correct: 44 loss: 6.406411905553051
Epoch: 86 time/epoch: 0.037 correct: 37 loss: 4.592538846703943
Epoch: 87 time/epoch: 0.039 correct: 43 loss: 6.595565936877043
Epoch: 88 time/epoch: 0.041 correct: 39 loss: 4.596523687392524
Epoch: 89 time/epoch: 0.038 correct: 37 loss: 4.370478162415733
Epoch: 90 time/epoch: 0.041 correct: 37 loss: 4.098065612571129
Epoch: 91 time/epoch: 0.04 correct: 40 loss: 5.336296927727377
Epoch: 92 time/epoch: 0.04 correct: 43 loss: 5.427982483490757
Epoch: 93 time/epoch: 0.038 correct: 46 loss: 4.43391262135845
Epoch: 94 time/epoch: 0.039 correct: 37 loss: 4.2617494270407645
Epoch: 95 time/epoch: 0.04 correct: 37 loss: 4.013412532332384
Epoch: 96 time/epoch: 0.039 correct: 39 loss: 4.51747523356663
Epoch: 97 time/epoch: 0.039 correct: 43 loss: 4.668020369046872
Epoch: 98 time/epoch: 0.04 correct: 49 loss: 7.096650192239629
Epoch: 99 time/epoch: 0.038 correct: 44 loss: 4.7856941897590906
Epoch: 100 time/epoch: 0.04 correct: 43 loss: 4.75315051413175
Epoch: 101 time/epoch: 0.039 correct: 37 loss: 3.601761571740348
Epoch: 102 time/epoch: 0.038 correct: 48 loss: 4.062596884707167
Epoch: 103 time/epoch: 0.037 correct: 46 loss: 4.396075689164629
Epoch: 104 time/epoch: 0.037 correct: 46 loss: 3.960587388838885
Epoch: 105 time/epoch: 0.038 correct: 47 loss: 4.179816877967302
Epoch: 106 time/epoch: 0.039 correct: 43 loss: 3.570025678556956
Epoch: 107 time/epoch: 0.038 correct: 49 loss: 4.728059933755707
Epoch: 108 time/epoch: 0.038 correct: 37 loss: 3.6975312491494865
Epoch: 109 time/epoch: 0.099 correct: 36 loss: 3.4507639178067806
Epoch: 110 time/epoch: 0.049 correct: 49 loss: 4.135511750433036
Epoch: 111 time/epoch: 0.037 correct: 45 loss: 4.537443379501564
Epoch: 112 time/epoch: 0.042 correct: 47 loss: 4.300360080589138
Epoch: 113 time/epoch: 0.04 correct: 48 loss: 4.262319910656321
Epoch: 114 time/epoch: 0.046 correct: 48 loss: 3.294567842187404
Epoch: 115 time/epoch: 0.049 correct: 48 loss: 4.26759993934942
Epoch: 116 time/epoch: 0.044 correct: 48 loss: 2.7929886146471623
Epoch: 117 time/epoch: 0.041 correct: 48 loss: 4.359367902077938
Epoch: 118 time/epoch: 0.046 correct: 48 loss: 3.304122057985044
Epoch: 119 time/epoch: 0.045 correct: 48 loss: 3.818580150224815
Epoch: 120 time/epoch: 0.04 correct: 48 loss: 3.291402900923333
Epoch: 121 time/epoch: 0.061 correct: 48 loss: 3.444389772691647
Epoch: 122 time/epoch: 0.127 correct: 48 loss: 3.862818611178079
Epoch: 123 time/epoch: 0.041 correct: 48 loss: 3.6387183034998007
Epoch: 124 time/epoch: 0.041 correct: 48 loss: 4.115115343862316
Epoch: 125 time/epoch: 0.04 correct: 49 loss: 3.3678109421872535
Epoch: 126 time/epoch: 0.04 correct: 48 loss: 4.160688640701184
Epoch: 127 time/epoch: 0.041 correct: 46 loss: 2.832153426384471
Epoch: 128 time/epoch: 0.039 correct: 48 loss: 3.0040276060973077
Epoch: 129 time/epoch: 0.038 correct: 49 loss: 3.814978761078045
Epoch: 130 time/epoch: 0.04 correct: 48 loss: 3.5477965520698245
Epoch: 131 time/epoch: 0.038 correct: 47 loss: 2.7731374727766958
Epoch: 132 time/epoch: 0.038 correct: 48 loss: 3.883228688155443
Epoch: 133 time/epoch: 0.038 correct: 48 loss: 3.064150638462884
Epoch: 134 time/epoch: 0.04 correct: 48 loss: 3.215213764530168
Epoch: 135 time/epoch: 0.038 correct: 48 loss: 2.925622181021642
Epoch: 136 time/epoch: 0.039 correct: 48 loss: 3.4000384071708245
Epoch: 137 time/epoch: 0.041 correct: 49 loss: 3.1775904268355486
Epoch: 138 time/epoch: 0.039 correct: 48 loss: 2.2969344264715525
Epoch: 139 time/epoch: 0.039 correct: 49 loss: 3.100211455674635
Epoch: 140 time/epoch: 0.043 correct: 48 loss: 3.381995130635591
Epoch: 141 time/epoch: 0.039 correct: 48 loss: 2.064218464708824
Epoch: 142 time/epoch: 0.038 correct: 48 loss: 3.1484110464691826
Epoch: 143 time/epoch: 0.039 correct: 48 loss: 2.656724053200941
Epoch: 144 time/epoch: 0.041 correct: 47 loss: 2.770340456202711
Epoch: 145 time/epoch: 0.041 correct: 48 loss: 2.490705231803962
Epoch: 146 time/epoch: 0.041 correct: 50 loss: 2.68625069557868
Epoch: 147 time/epoch: 0.043 correct: 50 loss: 2.2776790838594705
Epoch: 148 time/epoch: 0.042 correct: 48 loss: 2.4701438977022807
Epoch: 149 time/epoch: 0.039 correct: 48 loss: 1.7304169201178374
Epoch: 150 time/epoch: 0.038 correct: 50 loss: 2.7444323449025037
Epoch: 151 time/epoch: 0.042 correct: 48 loss: 1.5852378550845063
Epoch: 152 time/epoch: 0.039 correct: 48 loss: 2.559294549296583
Epoch: 153 time/epoch: 0.04 correct: 49 loss: 2.4419830992908413
Epoch: 154 time/epoch: 0.04 correct: 48 loss: 2.369823690790037
Epoch: 155 time/epoch: 0.04 correct: 50 loss: 1.7818109973343441
Epoch: 156 time/epoch: 0.039 correct: 50 loss: 2.6336657947968996
Epoch: 157 time/epoch: 0.04 correct: 48 loss: 2.2711524108390977
Epoch: 158 time/epoch: 0.039 correct: 50 loss: 1.1552924327857594
Epoch: 159 time/epoch: 0.042 correct: 50 loss: 2.139403643237059
Epoch: 160 time/epoch: 0.039 correct: 48 loss: 1.0364005521588044
Epoch: 161 time/epoch: 0.041 correct: 49 loss: 1.2318659351433374
Epoch: 162 time/epoch: 0.038 correct: 47 loss: 1.9788671916403222
Epoch: 163 time/epoch: 0.041 correct: 50 loss: 2.546669923003589
Epoch: 164 time/epoch: 0.039 correct: 50 loss: 2.267469210768966
Epoch: 165 time/epoch: 0.039 correct: 50 loss: 3.1332582882627174
Epoch: 166 time/epoch: 0.04 correct: 48 loss: 1.8124122750554514
Epoch: 167 time/epoch: 0.04 correct: 48 loss: 1.9203706041380217
Epoch: 168 time/epoch: 0.04 correct: 50 loss: 1.8971702806140218
Epoch: 169 time/epoch: 0.039 correct: 48 loss: 2.4236094052095196
Epoch: 170 time/epoch: 0.039 correct: 50 loss: 1.985151186147604
Epoch: 171 time/epoch: 0.038 correct: 48 loss: 1.3847635435882288
Epoch: 172 time/epoch: 0.038 correct: 48 loss: 2.191979878141746
Epoch: 173 time/epoch: 0.038 correct: 49 loss: 1.4818365745742634
Epoch: 174 time/epoch: 0.038 correct: 48 loss: 1.7413531133176667
Epoch: 175 time/epoch: 0.044 correct: 49 loss: 1.1213057534227118
Epoch: 176 time/epoch: 0.053 correct: 48 loss: 0.854080515736887
Epoch: 177 time/epoch: 0.047 correct: 48 loss: 1.0207017982825457
Epoch: 178 time/epoch: 0.048 correct: 50 loss: 1.4056869893010522
Epoch: 179 time/epoch: 0.044 correct: 48 loss: 1.719182863644114
Epoch: 180 time/epoch: 0.041 correct: 49 loss: 1.7750614389742252
Epoch: 181 time/epoch: 0.041 correct: 50 loss: 1.3446167290804205
Epoch: 182 time/epoch: 0.041 correct: 48 loss: 2.5907519760328075
Epoch: 183 time/epoch: 0.042 correct: 42 loss: 4.577179973263144
Epoch: 184 time/epoch: 0.041 correct: 50 loss: 1.5719458511640512
Epoch: 185 time/epoch: 0.042 correct: 48 loss: 0.8232372714408221
Epoch: 186 time/epoch: 0.039 correct: 49 loss: 2.1362586875522442
Epoch: 187 time/epoch: 0.042 correct: 48 loss: 4.248709112414174
Epoch: 188 time/epoch: 0.044 correct: 49 loss: 2.5316935950872237
Epoch: 189 time/epoch: 0.039 correct: 48 loss: 1.2896481384016936
Epoch: 190 time/epoch: 0.044 correct: 49 loss: 0.8322419706382136
Epoch: 191 time/epoch: 0.045 correct: 50 loss: 2.003408213236395
Epoch: 192 time/epoch: 0.039 correct: 50 loss: 2.012756686815436
Epoch: 193 time/epoch: 0.042 correct: 49 loss: 1.066447490320631
Epoch: 194 time/epoch: 0.039 correct: 49 loss: 1.9993678748352246
Epoch: 195 time/epoch: 0.042 correct: 50 loss: 1.8163679876112504
Epoch: 196 time/epoch: 0.04 correct: 48 loss: 0.9679609083633715
Epoch: 197 time/epoch: 0.045 correct: 48 loss: 0.7028498293725937
Epoch: 198 time/epoch: 0.039 correct: 48 loss: 1.3216727904710557
Epoch: 199 time/epoch: 0.04 correct: 48 loss: 0.7758074573589469
Epoch: 200 time/epoch: 0.04 correct: 48 loss: 0.7469479872594873
Epoch: 201 time/epoch: 0.039 correct: 48 loss: 0.688125934168607
Epoch: 202 time/epoch: 0.039 correct: 50 loss: 1.3446836955096906
Epoch: 203 time/epoch: 0.038 correct: 49 loss: 1.2690238573217791
Epoch: 204 time/epoch: 0.037 correct: 49 loss: 1.716814684670038
Epoch: 205 time/epoch: 0.037 correct: 48 loss: 0.8869367308858175
Epoch: 206 time/epoch: 0.038 correct: 50 loss: 0.9665329623388355
Epoch: 207 time/epoch: 0.037 correct: 49 loss: 2.237097504099339
Epoch: 208 time/epoch: 0.038 correct: 50 loss: 2.1688393948969518
Epoch: 209 time/epoch: 0.042 correct: 50 loss: 1.8735525507871051
Epoch: 210 time/epoch: 0.039 correct: 49 loss: 0.7598309432811794
Epoch: 211 time/epoch: 0.04 correct: 50 loss: 1.2608527195687964
Epoch: 212 time/epoch: 0.041 correct: 50 loss: 2.314910268952613
Epoch: 213 time/epoch: 0.038 correct: 48 loss: 1.0035922533965516
Epoch: 214 time/epoch: 0.038 correct: 49 loss: 1.627252105530384
Epoch: 215 time/epoch: 0.039 correct: 50 loss: 0.7727958010488465
Epoch: 216 time/epoch: 0.041 correct: 48 loss: 0.5603252030938661
Epoch: 217 time/epoch: 0.042 correct: 49 loss: 1.4346365231176978
Epoch: 218 time/epoch: 0.038 correct: 50 loss: 0.8440199090164204
Epoch: 219 time/epoch: 0.038 correct: 49 loss: 1.0536756865352934
Epoch: 220 time/epoch: 0.043 correct: 49 loss: 1.2814009811572307
Epoch: 221 time/epoch: 0.04 correct: 49 loss: 1.339024892043521
Epoch: 222 time/epoch: 0.039 correct: 49 loss: 1.9233458477705563
Epoch: 223 time/epoch: 0.04 correct: 50 loss: 0.8244495226674854
Epoch: 224 time/epoch: 0.04 correct: 48 loss: 0.9409872994189509
Epoch: 225 time/epoch: 0.039 correct: 50 loss: 1.862989729008075
Epoch: 226 time/epoch: 0.042 correct: 49 loss: 1.2939986356527449
Epoch: 227 time/epoch: 0.039 correct: 49 loss: 1.1691568813953386
Epoch: 228 time/epoch: 0.04 correct: 50 loss: 1.0309800320198983
Epoch: 229 time/epoch: 0.04 correct: 50 loss: 0.7548615636740855
Epoch: 230 time/epoch: 0.038 correct: 50 loss: 0.7426139242055833
Epoch: 231 time/epoch: 0.04 correct: 50 loss: 1.6178375905804927
Epoch: 232 time/epoch: 0.039 correct: 50 loss: 1.2998585251779713
Epoch: 233 time/epoch: 0.041 correct: 50 loss: 1.244109769057665
Epoch: 234 time/epoch: 0.04 correct: 49 loss: 1.0721456335217803
Epoch: 235 time/epoch: 0.04 correct: 50 loss: 1.2311263161776407
Epoch: 236 time/epoch: 0.039 correct: 48 loss: 1.5546705693328957
Epoch: 237 time/epoch: 0.039 correct: 49 loss: 1.353825155509141
Epoch: 238 time/epoch: 0.041 correct: 50 loss: 1.4051452549845482
Epoch: 239 time/epoch: 0.043 correct: 50 loss: 1.5199094321890536
Epoch: 240 time/epoch: 0.047 correct: 49 loss: 2.2771303911926517
Epoch: 241 time/epoch: 0.04 correct: 49 loss: 1.7237061648092615
Epoch: 242 time/epoch: 0.038 correct: 50 loss: 0.8543174628319231
Epoch: 243 time/epoch: 0.039 correct: 50 loss: 1.028299517310952
Epoch: 244 time/epoch: 0.041 correct: 50 loss: 0.5559611423216678
Epoch: 245 time/epoch: 0.04 correct: 49 loss: 0.6659877515189101
Epoch: 246 time/epoch: 0.08 correct: 49 loss: 0.32906418786474034
Epoch: 247 time/epoch: 0.039 correct: 50 loss: 1.2573954869368875
Epoch: 248 time/epoch: 0.038 correct: 50 loss: 1.3050360028683428
Epoch: 249 time/epoch: 0.041 correct: 48 loss: 0.4971696346728225
Epoch: 250 time/epoch: 0.039 correct: 50 loss: 1.9132903298477133
Epoch: 251 time/epoch: 0.038 correct: 49 loss: 2.372162290842885
Epoch: 252 time/epoch: 0.039 correct: 50 loss: 1.1857940554075497
Epoch: 253 time/epoch: 0.042 correct: 50 loss: 1.214986201291838
Epoch: 254 time/epoch: 0.043 correct: 50 loss: 1.2164678490376635
Epoch: 255 time/epoch: 0.04 correct: 49 loss: 1.8393838767891046
Epoch: 256 time/epoch: 0.038 correct: 49 loss: 1.6812069647892767
Epoch: 257 time/epoch: 0.04 correct: 50 loss: 0.27361308411729346
Epoch: 258 time/epoch: 0.039 correct: 49 loss: 1.3038839986479593
Epoch: 259 time/epoch: 0.039 correct: 50 loss: 1.2175388165688719
Epoch: 260 time/epoch: 0.041 correct: 49 loss: 1.3993955907499869
Epoch: 261 time/epoch: 0.039 correct: 50 loss: 0.7892561321358271
Epoch: 262 time/epoch: 0.04 correct: 50 loss: 1.2351958410067778
Epoch: 263 time/epoch: 0.042 correct: 48 loss: 1.4565522695025472
Epoch: 264 time/epoch: 0.048 correct: 50 loss: 1.3261124228301853
Epoch: 265 time/epoch: 0.052 correct: 48 loss: 1.9073330851624282
Epoch: 266 time/epoch: 0.05 correct: 49 loss: 1.0043133470037926
Epoch: 267 time/epoch: 0.044 correct: 49 loss: 0.2717592475346914
Epoch: 268 time/epoch: 0.042 correct: 48 loss: 1.1402283478040114
Epoch: 269 time/epoch: 0.04 correct: 49 loss: 0.861369284371033
Epoch: 270 time/epoch: 0.039 correct: 50 loss: 0.6217340820109603
Epoch: 271 time/epoch: 0.043 correct: 48 loss: 1.1221402352963639
Epoch: 272 time/epoch: 0.042 correct: 50 loss: 0.9501415634338489
Epoch: 273 time/epoch: 0.041 correct: 49 loss: 0.6957211500456044
Epoch: 274 time/epoch: 0.04 correct: 49 loss: 0.7044421718434136
Epoch: 275 time/epoch: 0.04 correct: 49 loss: 0.6960603184294528
Epoch: 276 time/epoch: 0.04 correct: 48 loss: 0.9694259335783393
Epoch: 277 time/epoch: 0.039 correct: 49 loss: 1.6304855577546256
Epoch: 278 time/epoch: 0.043 correct: 49 loss: 0.6337622685972495
Epoch: 279 time/epoch: 0.04 correct: 49 loss: 1.1440828853918765
Epoch: 280 time/epoch: 0.041 correct: 50 loss: 0.7272411442382798
Epoch: 281 time/epoch: 0.04 correct: 48 loss: 1.569023097217463
Epoch: 282 time/epoch: 0.039 correct: 50 loss: 0.6864158054409634
Epoch: 283 time/epoch: 0.044 correct: 50 loss: 0.19841899220512116
Epoch: 284 time/epoch: 0.039 correct: 50 loss: 0.28629106093472834
Epoch: 285 time/epoch: 0.041 correct: 49 loss: 0.3191817678060893
Epoch: 286 time/epoch: 0.041 correct: 49 loss: 0.18221599878698447
Epoch: 287 time/epoch: 0.04 correct: 50 loss: 0.4519354689500128
Epoch: 288 time/epoch: 0.039 correct: 49 loss: 0.5794892453340948
Epoch: 289 time/epoch: 0.04 correct: 49 loss: 0.32205400560536346
Epoch: 290 time/epoch: 0.041 correct: 50 loss: 0.5925552082714702
Epoch: 291 time/epoch: 0.04 correct: 50 loss: 1.1512420976370854
Epoch: 292 time/epoch: 0.038 correct: 49 loss: 0.7111331966718504
Epoch: 293 time/epoch: 0.038 correct: 49 loss: 0.6317452264437489
Epoch: 294 time/epoch: 0.039 correct: 50 loss: 0.8134074337978078
Epoch: 295 time/epoch: 0.037 correct: 49 loss: 1.0418486801515043
Epoch: 296 time/epoch: 0.038 correct: 49 loss: 1.1004642762301822
Epoch: 297 time/epoch: 0.04 correct: 48 loss: 0.3234207816717446
Epoch: 298 time/epoch: 0.043 correct: 50 loss: 1.482529303343231
Epoch: 299 time/epoch: 0.045 correct: 48 loss: 1.4374112438098858
Epoch: 300 time/epoch: 0.041 correct: 49 loss: 0.46484263397228087
Epoch: 301 time/epoch: 0.045 correct: 49 loss: 1.6066683982928895
Epoch: 302 time/epoch: 0.042 correct: 50 loss: 1.3843483563771852
Epoch: 303 time/epoch: 0.041 correct: 49 loss: 1.0153955490393562
Epoch: 304 time/epoch: 0.04 correct: 49 loss: 0.47743842969779615
Epoch: 305 time/epoch: 0.038 correct: 49 loss: 0.5265712454096384
Epoch: 306 time/epoch: 0.038 correct: 50 loss: 1.2060384251645584
Epoch: 307 time/epoch: 0.038 correct: 50 loss: 0.8234705318076792
Epoch: 308 time/epoch: 0.044 correct: 49 loss: 0.4813917569306207
Epoch: 309 time/epoch: 0.049 correct: 50 loss: 0.6294058071513654
Epoch: 310 time/epoch: 0.04 correct: 50 loss: 0.5378378544090635
Epoch: 311 time/epoch: 0.042 correct: 49 loss: 1.7858558006837442
Epoch: 312 time/epoch: 0.039 correct: 50 loss: 0.12576299479811087
Epoch: 313 time/epoch: 0.04 correct: 49 loss: 0.3280439303446864
Epoch: 314 time/epoch: 0.04 correct: 49 loss: 0.47756816343321784
Epoch: 315 time/epoch: 0.039 correct: 49 loss: 1.4379896083775363
Epoch: 316 time/epoch: 0.038 correct: 50 loss: 0.301268778514574
Epoch: 317 time/epoch: 0.037 correct: 49 loss: 1.6419415199036724
Epoch: 318 time/epoch: 0.038 correct: 50 loss: 0.5037765393338034
Epoch: 319 time/epoch: 0.038 correct: 50 loss: 0.7685209511525263
Epoch: 320 time/epoch: 0.038 correct: 50 loss: 0.17840784148230915
Epoch: 321 time/epoch: 0.038 correct: 50 loss: 0.4482868337404302
Epoch: 322 time/epoch: 0.038 correct: 49 loss: 0.7074337108648944
Epoch: 323 time/epoch: 0.038 correct: 50 loss: 1.295810669856506
Epoch: 324 time/epoch: 0.101 correct: 50 loss: 1.4032366192438301
Epoch: 325 time/epoch: 0.048 correct: 49 loss: 0.34798117166200687
Epoch: 326 time/epoch: 0.042 correct: 50 loss: 0.5755923950688521
Epoch: 327 time/epoch: 0.046 correct: 49 loss: 0.3081683610156556
Epoch: 328 time/epoch: 0.045 correct: 50 loss: 0.33477196507494256
Epoch: 329 time/epoch: 0.041 correct: 49 loss: 1.0861977628155337
Epoch: 330 time/epoch: 0.041 correct: 49 loss: 0.47463096784791703
Epoch: 331 time/epoch: 0.041 correct: 49 loss: 1.7513688368374754
Epoch: 332 time/epoch: 0.04 correct: 50 loss: 0.4917712005504276
Epoch: 333 time/epoch: 0.04 correct: 50 loss: 0.3394015075845829
Epoch: 334 time/epoch: 0.04 correct: 49 loss: 1.747948831727379
Epoch: 335 time/epoch: 0.041 correct: 49 loss: 2.2564211125211293
Epoch: 336 time/epoch: 0.04 correct: 49 loss: 0.26085778836032736
Epoch: 337 time/epoch: 0.038 correct: 50 loss: 0.3463527567222625
Epoch: 338 time/epoch: 0.038 correct: 50 loss: 0.266015035232009
Epoch: 339 time/epoch: 0.039 correct: 49 loss: 0.800223119504757
Epoch: 340 time/epoch: 0.038 correct: 49 loss: 0.3415987175477944
Epoch: 341 time/epoch: 0.038 correct: 49 loss: 1.0873426914953448
Epoch: 342 time/epoch: 0.077 correct: 48 loss: 1.4872183903050418
Epoch: 343 time/epoch: 0.037 correct: 48 loss: 0.26007090052484694
Epoch: 344 time/epoch: 0.037 correct: 50 loss: 0.2961478411695345
Epoch: 345 time/epoch: 0.04 correct: 50 loss: 0.174830667615525
Epoch: 346 time/epoch: 0.038 correct: 49 loss: 1.3524911937903856
Epoch: 347 time/epoch: 0.039 correct: 50 loss: 0.38462923362613677
Epoch: 348 time/epoch: 0.046 correct: 50 loss: 0.25662698424514563
Epoch: 349 time/epoch: 0.038 correct: 49 loss: 0.37394967675052504
Epoch: 350 time/epoch: 0.041 correct: 50 loss: 0.46507262963036955
Epoch: 351 time/epoch: 0.044 correct: 50 loss: 0.3398426514832733
Epoch: 352 time/epoch: 0.04 correct: 49 loss: 0.14447240066156855
Epoch: 353 time/epoch: 0.041 correct: 49 loss: 0.788690191505298
Epoch: 354 time/epoch: 0.049 correct: 49 loss: 0.10051753172848701
Epoch: 355 time/epoch: 0.043 correct: 50 loss: 1.3486102636253248
Epoch: 356 time/epoch: 0.04 correct: 50 loss: 0.4593252224709376
Epoch: 357 time/epoch: 0.04 correct: 49 loss: 0.41603301094399886
Epoch: 358 time/epoch: 0.042 correct: 50 loss: 1.1744268143766183
Epoch: 359 time/epoch: 0.043 correct: 50 loss: 0.3510170814845565
Epoch: 360 time/epoch: 0.039 correct: 50 loss: 0.12145516070164149
Epoch: 361 time/epoch: 0.04 correct: 49 loss: 0.829147772941647
Epoch: 362 time/epoch: 0.037 correct: 49 loss: 0.8209343972660037
Epoch: 363 time/epoch: 0.04 correct: 50 loss: 0.8563536832668928
Epoch: 364 time/epoch: 0.05 correct: 50 loss: 0.6583685023642835
Epoch: 365 time/epoch: 0.047 correct: 49 loss: 0.44113306038827865
Epoch: 366 time/epoch: 0.04 correct: 49 loss: 0.5552544192164752
Epoch: 367 time/epoch: 0.042 correct: 49 loss: 0.09719123078752773
Epoch: 368 time/epoch: 0.07 correct: 50 loss: 1.130471702715619
Epoch: 369 time/epoch: 0.043 correct: 49 loss: 0.5203099031337379
Epoch: 370 time/epoch: 0.041 correct: 50 loss: 0.49454945152288343
Epoch: 371 time/epoch: 0.042 correct: 50 loss: 0.20581716005630882
Epoch: 372 time/epoch: 0.044 correct: 49 loss: 0.7669779424168138
Epoch: 373 time/epoch: 0.076 correct: 50 loss: 1.0390368367047762
Epoch: 374 time/epoch: 0.052 correct: 49 loss: 0.8162072325142745
Epoch: 375 time/epoch: 0.048 correct: 49 loss: 1.6381035157513177
Epoch: 376 time/epoch: 0.046 correct: 49 loss: 0.4358323000440321
Epoch: 377 time/epoch: 0.044 correct: 50 loss: 0.2025903856881271
Epoch: 378 time/epoch: 0.043 correct: 49 loss: 0.28833213956522213
Epoch: 379 time/epoch: 0.044 correct: 50 loss: 0.07695145133963911
Epoch: 380 time/epoch: 0.047 correct: 50 loss: 0.2614472643474754
Epoch: 381 time/epoch: 0.04 correct: 50 loss: 0.22274753159185498
Epoch: 382 time/epoch: 0.041 correct: 50 loss: 0.4875714328514803
Epoch: 383 time/epoch: 0.044 correct: 49 loss: 0.13723722616542242
Epoch: 384 time/epoch: 0.041 correct: 49 loss: 0.2159991215299945
Epoch: 385 time/epoch: 0.043 correct: 50 loss: 0.5343337274091814
Epoch: 386 time/epoch: 0.044 correct: 50 loss: 0.12170359923783934
Epoch: 387 time/epoch: 0.046 correct: 49 loss: 1.3087085678427304
Epoch: 388 time/epoch: 0.043 correct: 49 loss: 0.7438776271802782
Epoch: 389 time/epoch: 0.045 correct: 49 loss: 0.40030954424979776
Epoch: 390 time/epoch: 0.045 correct: 49 loss: 0.13239024489482773
Epoch: 391 time/epoch: 0.04 correct: 49 loss: 1.123209024419665
Epoch: 392 time/epoch: 0.041 correct: 49 loss: 0.877421793850015
Epoch: 393 time/epoch: 0.041 correct: 50 loss: 0.1743382187878863
Epoch: 394 time/epoch: 0.04 correct: 49 loss: 0.10123784475093145
Epoch: 395 time/epoch: 0.042 correct: 49 loss: 0.27694134440570634
Epoch: 396 time/epoch: 0.039 correct: 49 loss: 0.7641493676109922
Epoch: 397 time/epoch: 0.04 correct: 49 loss: 1.084440601016495
Epoch: 398 time/epoch: 0.043 correct: 49 loss: 0.8740178441624945
Epoch: 399 time/epoch: 0.039 correct: 49 loss: 0.08704614566633764
Epoch: 400 time/epoch: 0.039 correct: 48 loss: 0.26701519908762156
Epoch: 401 time/epoch: 0.038 correct: 50 loss: 1.2183887500907256
Epoch: 402 time/epoch: 0.038 correct: 49 loss: 0.05833452265508684
Epoch: 403 time/epoch: 0.038 correct: 50 loss: 0.42171119469719065
Epoch: 404 time/epoch: 0.039 correct: 49 loss: 0.37642528820464055
Epoch: 405 time/epoch: 0.037 correct: 50 loss: 0.08976058174021682
Epoch: 406 time/epoch: 0.037 correct: 49 loss: 1.0326730276035405
Epoch: 407 time/epoch: 0.038 correct: 49 loss: 0.8146072614543947
Epoch: 408 time/epoch: 0.041 correct: 50 loss: 0.15214455280939748
Epoch: 409 time/epoch: 0.038 correct: 49 loss: 1.2557570398130025
Epoch: 410 time/epoch: 0.038 correct: 50 loss: 0.8069458031287606
Epoch: 411 time/epoch: 0.038 correct: 49 loss: 1.3035237654705936
Epoch: 412 time/epoch: 0.039 correct: 49 loss: 1.147030180352612
Epoch: 413 time/epoch: 0.037 correct: 49 loss: 1.4804296386073021
Epoch: 414 time/epoch: 0.04 correct: 49 loss: 0.9240549375623578
Epoch: 415 time/epoch: 0.038 correct: 49 loss: 0.941362766746485
Epoch: 416 time/epoch: 0.038 correct: 49 loss: 0.34489375787315235
Epoch: 417 time/epoch: 0.038 correct: 50 loss: 0.1703791725749101
Epoch: 418 time/epoch: 0.038 correct: 49 loss: 0.13794875855830308
Epoch: 419 time/epoch: 0.039 correct: 49 loss: 0.11659967939047759
Epoch: 420 time/epoch: 0.038 correct: 49 loss: 0.19278386936035213
Epoch: 421 time/epoch: 0.038 correct: 49 loss: 0.783796734378281
Epoch: 422 time/epoch: 0.039 correct: 49 loss: 0.1441763144786247
Epoch: 423 time/epoch: 0.039 correct: 50 loss: 0.6032542528493131
Epoch: 424 time/epoch: 0.038 correct: 50 loss: 0.19813429314773168
Epoch: 425 time/epoch: 0.037 correct: 49 loss: 0.15102811307537595
Epoch: 426 time/epoch: 0.037 correct: 49 loss: 0.774768434466143
Epoch: 427 time/epoch: 0.038 correct: 49 loss: 0.19877619821842465
Epoch: 428 time/epoch: 0.039 correct: 49 loss: 0.7560303931197394
Epoch: 429 time/epoch: 0.038 correct: 49 loss: 0.25811293236849564
Epoch: 430 time/epoch: 0.037 correct: 50 loss: 0.21155410931138063
Epoch: 431 time/epoch: 0.038 correct: 50 loss: 0.4597025010223182
Epoch: 432 time/epoch: 0.038 correct: 50 loss: 0.29688433650033796
Epoch: 433 time/epoch: 0.039 correct: 50 loss: 0.09959111975993375
Epoch: 434 time/epoch: 0.038 correct: 50 loss: 0.158335814312369
Epoch: 435 time/epoch: 0.038 correct: 49 loss: 1.8795276448500067
Epoch: 436 time/epoch: 0.078 correct: 49 loss: 0.21256326256681257
Epoch: 437 time/epoch: 0.038 correct: 49 loss: 0.7423208086965739
Epoch: 438 time/epoch: 0.039 correct: 50 loss: 0.24592631506682658
Epoch: 439 time/epoch: 0.042 correct: 49 loss: 1.5962058812527558
Epoch: 440 time/epoch: 0.041 correct: 50 loss: 0.21639920788541744
Epoch: 441 time/epoch: 0.04 correct: 49 loss: 1.4125577674040746
Epoch: 442 time/epoch: 0.038 correct: 49 loss: 0.9235039741266772
Epoch: 443 time/epoch: 0.039 correct: 49 loss: 0.22393006118248127
Epoch: 444 time/epoch: 0.04 correct: 49 loss: 0.9586817517368361
Epoch: 445 time/epoch: 0.04 correct: 49 loss: 0.5922907985193796
Epoch: 446 time/epoch: 0.182 correct: 49 loss: 0.22244493207457666
Epoch: 447 time/epoch: 0.116 correct: 50 loss: 1.062340394187729
Epoch: 448 time/epoch: 0.054 correct: 49 loss: 0.20016962270500868
Epoch: 449 time/epoch: 0.04 correct: 49 loss: 0.668579914390676
Epoch: 450 time/epoch: 0.043 correct: 49 loss: 0.8984585992881261
Epoch: 451 time/epoch: 0.04 correct: 49 loss: 0.6137432189063772
Epoch: 452 time/epoch: 0.042 correct: 49 loss: 1.1909137386794595
Epoch: 453 time/epoch: 0.04 correct: 49 loss: 1.305358182426038
Epoch: 454 time/epoch: 0.039 correct: 49 loss: 0.8207365758870316
Epoch: 455 time/epoch: 0.04 correct: 49 loss: 0.6093442630884294
Epoch: 456 time/epoch: 0.047 correct: 49 loss: 0.04397731735019319
Epoch: 457 time/epoch: 0.054 correct: 50 loss: 0.22250920949837538
Epoch: 458 time/epoch: 0.045 correct: 49 loss: 0.1146752231615238
Epoch: 459 time/epoch: 0.05 correct: 50 loss: 0.6143528283214662
Epoch: 460 time/epoch: 0.045 correct: 49 loss: 0.6636454352854224
Epoch: 461 time/epoch: 0.044 correct: 50 loss: 0.09021230669264473
Epoch: 462 time/epoch: 0.045 correct: 49 loss: 0.3788132210324285
Epoch: 463 time/epoch: 0.057 correct: 48 loss: 0.06541075335324785
Epoch: 464 time/epoch: 0.048 correct: 49 loss: 1.365272964657839
Epoch: 465 time/epoch: 0.046 correct: 49 loss: 1.3970343690852953
Epoch: 466 time/epoch: 0.04 correct: 49 loss: 0.7905293677825286
Epoch: 467 time/epoch: 0.039 correct: 50 loss: 0.1308290874761219
Epoch: 468 time/epoch: 0.038 correct: 50 loss: 0.5864418972728167
Epoch: 469 time/epoch: 0.038 correct: 50 loss: 0.2493408337105277
Epoch: 470 time/epoch: 0.044 correct: 49 loss: 1.1214079971064852
Epoch: 471 time/epoch: 0.046 correct: 50 loss: 0.1573681719128014
Epoch: 472 time/epoch: 0.042 correct: 50 loss: 0.4451934064036853
Epoch: 473 time/epoch: 0.039 correct: 50 loss: 0.130866777007708
Epoch: 474 time/epoch: 0.039 correct: 50 loss: 0.1598307652380603
Epoch: 475 time/epoch: 0.04 correct: 50 loss: 0.2019947597780245
Epoch: 476 time/epoch: 0.04 correct: 49 loss: 0.6990112842013416
Epoch: 477 time/epoch: 0.04 correct: 50 loss: 0.156414019031738
Epoch: 478 time/epoch: 0.039 correct: 49 loss: 0.10206036858129772
Epoch: 479 time/epoch: 0.039 correct: 50 loss: 0.21258531597759855
Epoch: 480 time/epoch: 0.041 correct: 49 loss: 0.19816701025885253
Epoch: 481 time/epoch: 0.042 correct: 49 loss: 0.2173419497867623
Epoch: 482 time/epoch: 0.041 correct: 49 loss: 0.16390537136266206
Epoch: 483 time/epoch: 0.039 correct: 50 loss: 0.22609139520263
Epoch: 484 time/epoch: 0.039 correct: 50 loss: 0.17752172451658463
Epoch: 485 time/epoch: 0.038 correct: 49 loss: 1.0829399147126293
Epoch: 486 time/epoch: 0.038 correct: 49 loss: 0.48697644946415225
Epoch: 487 time/epoch: 0.041 correct: 49 loss: 2.1637870664720893
Epoch: 488 time/epoch: 0.039 correct: 50 loss: 0.12839602204929748
Epoch: 489 time/epoch: 0.038 correct: 49 loss: 0.16533012814482625
Epoch: 490 time/epoch: 0.055 correct: 49 loss: 1.48960119515632
Epoch: 491 time/epoch: 0.05 correct: 49 loss: 0.5767885028951708
Epoch: 492 time/epoch: 0.052 correct: 49 loss: 0.2420677393429998
Epoch: 493 time/epoch: 0.041 correct: 49 loss: 0.16160638812859843
Epoch: 494 time/epoch: 0.041 correct: 49 loss: 0.34227825097964176
Epoch: 495 time/epoch: 0.047 correct: 49 loss: 1.1109076001726468
Epoch: 496 time/epoch: 0.04 correct: 50 loss: 0.1795246980579488
Epoch: 497 time/epoch: 0.044 correct: 49 loss: 0.7038291749059226
Epoch: 498 time/epoch: 0.039 correct: 49 loss: 0.1262845442416151
Epoch: 499 time/epoch: 0.041 correct: 50 loss: 0.2388534171875122