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This repository has been archived by the owner on Nov 9, 2021. It is now read-only.
Hi, I am trying to tweak this MNIST classification example, but the score is very fluctuating in the original example. Is it a matter of concern, I believe that it must be reducing with iterations. It is like [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 1 is 2.3248168004290615 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 2 is 2.310877844708895 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 3 is 2.281165104066008 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 4 is 2.2738542019248174 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 5 is 2.248261843198336 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 6 is 2.24091211018936 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 7 is 2.1950365952758877 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 8 is 2.172930997642235 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 9 is 2.1635689016920234 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 10 is 2.1427176755381434 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 11 is 2.1004157344611043 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 12 is 2.084322279860774 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 13 is 2.034252318455981 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 14 is 2.0617900390407238 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 15 is 1.9633047426579575 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 16 is 1.9383670327182587 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 17 is 1.8498002376724805 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 18 is 1.8793566017154713 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 19 is 1.7586419520775582 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 20 is 1.7129728844703802 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 21 is 1.6220095317638712 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 22 is 1.6140536221970845 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 23 is 1.3905487585135181 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 24 is 1.3246678166401142 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 25 is 1.2621293949330583 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 26 is 0.9941675965591589 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 27 is 1.049686059677813 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 28 is 0.9104684911659423 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 29 is 1.1313450173581712 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 30 is 0.89999398093824 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 31 is 0.7661770332824115 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 32 is 0.49285846191402505 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 33 is 0.6619068926111996 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 34 is 0.4986666933965083 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 35 is 0.6958231542593786 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 36 is 0.5914391843687415 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 37 is 0.5103911283628144 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 38 is 0.49481729546310393 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 39 is 0.395870566086333 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 40 is 0.7600454410890629 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 41 is 0.4750480917091142 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 42 is 0.44892801291561807 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 43 is 0.5201641861817826 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 44 is 0.433935157112388 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 45 is 0.4985093856425681 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 46 is 0.9183344682526384 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 47 is 0.9333935616154833 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 48 is 0.3956761393842334 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 49 is 0.6081738161386094 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 50 is 0.6231280119496833 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 51 is 0.4086774093711775 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 52 is 0.4259492473307303 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 53 is 0.26826275802340666 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 54 is 0.42054341460249767 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 55 is 0.4471790719039672 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 56 is 0.5163888971243562 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 57 is 0.33160726655230277 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 58 is 0.3523880656799888 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 59 is 0.4575867917498291 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 60 is 0.41678552853793205 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 61 is 0.2658843672822287 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 62 is 0.4810808171679844 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 63 is 0.4491525346991856 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 64 is 0.3039984642279635 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 65 is 0.3666259680832412 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 66 is 0.524815429855697 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 67 is 0.2558130814607398 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 68 is 0.3370274291541906 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 69 is 0.42800413176096147 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 70 is 0.32413434693665827 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 71 is 0.3379911459611551 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 72 is 0.23816305492033402 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 73 is 0.3361884967839681 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 74 is 0.4747047418865504 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 75 is 0.18210027988005312 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 76 is 0.3305475946913537 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 77 is 0.23193993887691844 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 78 is 0.5288550279892199 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 79 is 0.2531552137730884 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 80 is 0.2898739857575879 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 81 is 0.2723508012903115 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 82 is 0.25507347004161474 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 83 is 0.2805255162472286 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 84 is 0.1816279931229326 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 85 is 0.2586160154903177 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 86 is 0.2985479121020154 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 87 is 0.2493485555240097 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 88 is 0.08174923950458532 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 89 is 0.24619664283115045 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 90 is 0.4137105991295456 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 91 is 0.3043043865255464 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 92 is 0.5507271815038797 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 93 is 0.25430570905410915 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 94 is 0.4802165028124283 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 95 is 0.24402184318358494 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 96 is 0.24391057264936702 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 97 is 0.23770477248197922 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 98 is 0.27066609409742515 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 99 is 0.33681627541154824 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 100 is 0.10877439425807277 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 101 is 0.3200461937539856 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 102 is 0.3893825943130349 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 103 is 0.23128371412054352 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 104 is 0.28123944060333617 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 105 is 0.5403761572222833 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 106 is 0.3528823222049876 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 107 is 0.18054077162544807 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 108 is 0.070454429841296 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 109 is 0.40828701778695303 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 110 is 0.17678141033379385 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 111 is 0.08868940469764157 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 112 is 0.38126980880457295 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 113 is 0.19515435038937937 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 114 is 0.23914711863700633 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 115 is 0.3427801141956923 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 116 is 0.13948926851682314 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 117 is 0.3453560321396865 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 118 is 0.2134217460222833 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 119 is 0.27515505363937237 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 120 is 0.23111896476395666 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 121 is 0.23455463365860285 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 122 is 0.21931695759095368 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 123 is 0.21178930773615037 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 124 is 0.14023928292660848 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 125 is 0.36319129497691016 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 126 is 0.16136439786913623 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 127 is 0.33242450107522076 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 128 is 0.32407577025688794 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 129 is 0.15373611218260097 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 130 is 0.3197989793093927 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 131 is 0.10416848157482538 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 132 is 0.08441576486978764 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 133 is 0.5199665874717726 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 134 is 0.2696395639298203 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 135 is 0.26805823671069273 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 136 is 0.20534183336870468 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 137 is 0.28162601626776707 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 138 is 0.2703105031418263 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 139 is 0.268962006234607 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 140 is 0.14843986874988274 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 141 is 0.20597280350695013 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 142 is 0.2511786460251156 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 143 is 0.11993157045356198 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 144 is 0.1685654186704018 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 145 is 0.1604701284106302 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 146 is 0.24055324080839752 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 147 is 0.21632094748188888 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 148 is 0.3089336084568874 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 149 is 0.09244472542961679 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 150 is 0.14288575151425334 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 151 is 0.4467380920816176 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 152 is 0.09426143796321154 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 153 is 0.15087861106483805 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 154 is 0.13759865819084752 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 155 is 0.23047485189807254 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 156 is 0.3458013457234451 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 157 is 0.1247248508714634 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 158 is 0.17686132379355488 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 159 is 0.17736237610204952 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 160 is 0.14348287719695613 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 161 is 0.1041950504398629 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 162 is 0.2387481642972505 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 163 is 0.21248992467478267 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 164 is 0.22403896866269257 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 165 is 0.1577867343388775 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 166 is 0.10596969635701682 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 167 is 0.24481393197098936 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 168 is 0.22403304622540715 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 169 is 0.40859709350780216 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 170 is 0.289514566999233 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 171 is 0.1626570165077716 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 172 is 0.1315981483362907 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 173 is 0.28036037542204156 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 174 is 0.10013535889098708 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 175 is 0.41819281008286846 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 176 is 0.13737559544094596 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 177 is 0.14130510619555586 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 178 is 0.1739063969149671 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 179 is 0.11259747120063754 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - 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Hi, I am trying to tweak this MNIST classification example, but the score is very fluctuating in the original example. Is it a matter of concern, I believe that it must be reducing with iterations. It is like
[run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 1 is 2.3248168004290615 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 2 is 2.310877844708895 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 3 is 2.281165104066008 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 4 is 2.2738542019248174 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 5 is 2.248261843198336 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 6 is 2.24091211018936 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 7 is 2.1950365952758877 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 8 is 2.172930997642235 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 9 is 2.1635689016920234 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 10 is 2.1427176755381434 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 11 is 2.1004157344611043 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 12 is 2.084322279860774 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 13 is 2.034252318455981 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 14 is 2.0617900390407238 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 15 is 1.9633047426579575 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 16 is 1.9383670327182587 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - Score at iteration 17 is 1.8498002376724805 [run-main-0] INFO org.deeplearning4j.optimize.listeners.ScoreIterationListener - 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