|
epoch,steps,MSE |
|
0,500,19.63253766298294 |
|
0,1000,11.627129465341568 |
|
0,1500,10.266034305095673 |
|
0,2000,10.257036238908768 |
|
0,2500,10.071905702352524 |
|
0,3000,9.222960472106934 |
|
0,3500,9.260481595993042 |
|
0,4000,8.499303460121155 |
|
0,4500,8.49483236670494 |
|
0,5000,8.360046148300171 |
|
0,5500,7.997853308916092 |
|
0,6000,8.098004013299942 |
|
0,6500,7.792188972234726 |
|
0,7000,8.008111268281937 |
|
0,7500,7.784011960029602 |
|
0,8000,7.729150354862213 |
|
0,8500,7.74470716714859 |
|
0,9000,7.638490200042725 |
|
0,9500,7.844170928001404 |
|
0,10000,7.936444878578186 |
|
0,10500,7.609101384878159 |
|
0,11000,7.697169482707977 |
|
0,11500,7.855920493602753 |
|
0,12000,7.625151425600052 |
|
0,12500,7.8200094401836395 |
|
0,13000,7.655974477529526 |
|
0,13500,7.586710155010223 |
|
0,14000,7.620863616466522 |
|
0,14500,7.675861567258835 |
|
0,15000,7.689723372459412 |
|
0,15500,7.856201380491257 |
|
0,16000,7.648531347513199 |
|
0,16500,7.575280964374542 |
|
0,17000,7.764523476362228 |
|
0,17500,7.734858989715576 |
|
0,18000,7.7294304966926575 |
|
0,18500,7.877839356660843 |
|
0,19000,7.742725312709808 |
|
0,19500,7.673101127147675 |
|
0,20000,7.671820372343063 |
|
0,20500,7.913991808891296 |
|
0,21000,7.855231314897537 |
|
0,21500,7.789252698421478 |
|
0,22000,7.825532555580139 |
|
0,22500,7.924513518810272 |
|
0,23000,7.912531495094299 |
|
0,23500,8.16839188337326 |
|
0,24000,8.294837176799774 |
|
0,24500,8.240889757871628 |
|
0,25000,8.076907694339752 |
|
0,25500,7.927058637142181 |
|
0,26000,7.999369502067566 |
|
0,26500,8.090145885944366 |
|
0,27000,8.063516020774841 |
|
0,27500,8.008496463298798 |
|
0,28000,8.04990530014038 |
|
0,28500,8.109163492918015 |
|
0,29000,7.939253002405167 |
|
0,29500,7.896812260150909 |
|
0,30000,8.01190659403801 |
|
0,30500,8.319435268640518 |
|
0,31000,8.392142504453659 |
|
0,31500,8.035149425268173 |
|
0,32000,8.274566382169724 |
|
0,32500,8.254631608724594 |
|
0,33000,8.477617800235748 |
|
0,33500,8.1220343708992 |
|
0,34000,8.334457874298096 |
|
0,34500,8.387774974107742 |
|
0,35000,8.259105682373047 |
|
0,35500,8.144526183605194 |
|
0,36000,8.379443734884262 |
|
0,36500,8.411547541618347 |
|
0,37000,8.36901143193245 |
|
0,37500,8.657528460025787 |
|
0,38000,8.62511470913887 |
|
0,38500,8.619929850101471 |
|
0,39000,8.272210508584976 |
|
0,39500,8.524937927722931 |
|
0,40000,8.793333172798157 |
|
0,40500,8.674335479736328 |
|
0,41000,8.626165986061096 |
|
0,41500,8.563295751810074 |
|
0,42000,8.50680097937584 |
|
0,42500,8.593255281448364 |
|
0,43000,8.714143186807632 |
|
0,43500,8.71518924832344 |
|
0,44000,8.689730614423752 |
|
0,44500,8.907054364681244 |
|
0,45000,8.775857836008072 |
|
0,45500,8.520392328500748 |
|
0,46000,8.846303075551987 |
|
0,46500,8.768104761838913 |
|
0,47000,8.963514119386673 |
|
0,47500,8.851300179958344 |
|
0,48000,8.755721896886826 |
|
0,48500,9.215311706066132 |
|
0,49000,9.206405282020569 |
|
0,49500,8.85358601808548 |
|
0,50000,8.97957980632782 |
|
0,50500,8.904499560594559 |
|
0,51000,8.910111337900162 |
|
0,51500,8.801551163196564 |
|
0,52000,8.767800033092499 |
|
0,52500,9.148012101650238 |
|
0,53000,8.985518664121628 |
|
0,53500,8.975408226251602 |
|
0,54000,8.94162431359291 |
|
0,54500,9.274795651435852 |
|
0,55000,9.128915518522263 |
|
0,55500,9.16031002998352 |
|
0,56000,9.098158776760101 |
|
0,56500,9.160279482603073 |
|
0,57000,9.128479659557343 |
|
0,57500,9.093378484249115 |
|
0,58000,9.135069698095322 |
|
0,58500,9.165143966674805 |
|
0,59000,9.310788661241531 |
|
0,59500,9.219063073396683 |
|
0,60000,9.462416917085648 |
|
0,60500,9.285283088684082 |
|
0,61000,9.338300675153732 |
|
0,61500,9.175438433885574 |
|
0,62000,9.277898073196411 |
|
0,62500,9.43617969751358 |
|
0,63000,9.07645896077156 |
|
0,63500,9.237966686487198 |
|
0,64000,9.297233074903488 |
|
0,64500,9.33915600180626 |
|
0,65000,9.239890426397324 |
|
0,65500,9.502419829368591 |
|
0,66000,9.323396533727646 |
|
0,66500,9.64486077427864 |
|
0,67000,9.457498043775558 |
|
0,67500,9.390951693058014 |
|
0,68000,9.299883246421814 |
|
0,68500,9.053713828325272 |
|
0,69000,9.496740996837616 |
|
0,69500,9.419083595275879 |
|
0,70000,9.318123012781143 |
|
0,70500,9.664248675107956 |
|
0,71000,9.905087947845459 |
|
0,71500,9.324324876070023 |
|
0,72000,9.32491272687912 |
|
0,72500,9.829743206501007 |
|
0,73000,9.358346462249756 |
|
0,73500,9.564153850078583 |
|
0,74000,9.38747525215149 |
|
0,74500,9.495417028665543 |
|
0,75000,9.551174938678741 |
|
0,75500,9.667924791574478 |
|
0,76000,9.848856925964355 |
|
0,76500,9.609606117010117 |
|
0,77000,9.806643426418304 |
|
0,77500,9.775685518980026 |
|
0,78000,9.625890851020813 |
|
0,78500,9.78444442152977 |
|
0,79000,9.3975231051445 |
|
0,79500,9.614051133394241 |
|
0,80000,9.697385877370834 |
|
0,80500,9.604112058877945 |
|
0,81000,9.500027447938919 |
|
0,81500,9.64999794960022 |
|
0,82000,10.08630245923996 |
|
0,82500,10.017336159944534 |
|
0,83000,9.821110963821411 |
|
0,83500,9.678054600954056 |
|
0,84000,9.626959264278412 |
|
0,84500,9.742891788482666 |
|
0,85000,9.54134613275528 |
|
0,85500,9.6857450902462 |
|
0,86000,9.776540100574493 |
|
0,86500,9.793001413345337 |
|
0,87000,9.805459529161453 |
|
0,87500,9.903057664632797 |
|
0,88000,10.003425925970078 |
|
0,88500,9.781869500875473 |
|
0,89000,9.825170040130615 |
|
0,89500,10.009481012821198 |
|
0,90000,9.924279898405075 |
|
0,90500,9.700987488031387 |
|
0,91000,10.079160332679749 |
|
0,91500,9.882458299398422 |
|
0,92000,10.034232586622238 |
|
0,92500,10.13047769665718 |
|
0,93000,9.874401986598969 |
|
0,93500,10.08237600326538 |
|
0,94000,9.610692411661148 |
|
0,94500,9.863690286874771 |
|
0,95000,9.759514033794403 |
|
0,95500,9.939613193273544 |
|
0,96000,10.02201959490776 |
|
0,96500,9.939449280500412 |
|
0,97000,9.819231927394867 |
|
0,97500,9.771589189767838 |
|
0,98000,9.873493760824203 |
|
0,98500,9.797634184360504 |
|
0,99000,9.868153184652328 |
|
0,99500,10.003316402435303 |
|
0,100000,10.063067823648453 |
|
0,100500,9.745356440544128 |
|
0,101000,9.832969307899475 |
|
0,101500,9.813912212848663 |
|
0,102000,10.066810250282288 |
|
0,102500,10.15969142317772 |
|
0,103000,10.041724890470505 |
|
0,103500,10.11204943060875 |
|
0,104000,9.686260670423508 |
|
0,104500,9.960940480232239 |
|
0,105000,10.053464770317078 |
|
0,105500,9.856464713811874 |
|
0,106000,10.019391030073166 |
|
0,106500,10.096364468336105 |
|
0,107000,10.006841272115707 |
|
0,107500,10.274850577116013 |
|
0,108000,9.806996583938599 |
|
0,108500,9.94957983493805 |
|
0,109000,9.901174157857895 |
|
0,109500,10.02669557929039 |
|
0,110000,9.988222271203995 |
|
0,110500,10.172215849161148 |
|
0,111000,9.959952533245087 |
|
0,111500,10.066116601228714 |
|
0,112000,10.043928772211075 |
|
0,112500,10.121332108974457 |
|
0,113000,9.949801862239838 |
|
0,113500,10.150762647390366 |
|
0,114000,10.256751626729965 |
|
0,114500,10.220829397439957 |
|
0,115000,10.365375876426697 |
|
0,115500,10.280561447143555 |
|
0,116000,10.370513051748276 |
|
0,116500,10.075170546770096 |
|
0,117000,10.013992339372635 |
|
0,117500,9.724783152341843 |
|
0,118000,10.061812400817871 |
|
0,118500,10.240962356328964 |
|
0,119000,9.965570271015167 |
|
0,119500,10.098864883184433 |
|
0,120000,10.143794864416122 |
|
0,120500,10.216470062732697 |
|
0,121000,10.490138828754425 |
|
0,121500,10.20294725894928 |
|
0,122000,9.972111880779266 |
|
0,122500,10.042181611061096 |
|
0,123000,9.873023629188538 |
|
0,123500,10.144398361444473 |
|
0,124000,10.154444724321365 |
|
0,124500,10.272844135761261 |
|
0,125000,10.058286786079407 |
|
0,125500,9.92916077375412 |
|
0,126000,9.709780663251877 |
|
0,126500,10.230394452810287 |
|
0,127000,9.990423917770386 |
|
0,127500,10.057103633880615 |
|
0,128000,10.325244814157486 |
|
0,128500,10.392337292432785 |
|
0,129000,10.062825679779053 |
|
0,129500,10.029061138629913 |
|
0,130000,9.91823896765709 |
|
0,130500,10.215868055820465 |
|
0,131000,10.301081091165543 |
|
0,131500,10.333697497844696 |
|
0,132000,10.05977913737297 |
|
0,132500,10.296918451786041 |
|
0,133000,10.43974682688713 |
|
0,133500,10.01669391989708 |
|
0,134000,10.102365165948868 |
|
0,134500,10.197893530130386 |
|
0,135000,9.953121095895767 |
|
0,135500,10.060417652130127 |
|
0,136000,10.300865024328232 |
|
0,136500,10.28921902179718 |
|
0,137000,10.292549431324005 |
|
0,137500,10.38130521774292 |
|
0,138000,10.37580743432045 |
|
0,138500,10.143288224935532 |
|
0,139000,10.669787228107452 |
|
0,139500,10.366655141115189 |
|
0,140000,10.38758009672165 |
|
0,140500,10.30760407447815 |
|
0,141000,10.092081874608994 |
|
0,141500,10.27955412864685 |
|
0,142000,10.163363814353943 |
|
0,142500,10.19493117928505 |
|
0,143000,10.610207915306091 |
|
0,143500,10.418703407049179 |
|
0,144000,10.083919018507004 |
|
0,144500,10.288533568382263 |
|
0,145000,10.131865739822388 |
|
0,145500,10.496718436479568 |
|
0,146000,10.335913300514221 |
|
0,146500,10.214567929506302 |
|
0,147000,10.3680819272995 |
|
0,147500,10.392504930496216 |
|
0,148000,10.054826736450195 |
|
0,148500,10.203602910041809 |
|
0,149000,10.240449011325836 |
|
0,149500,10.44941395521164 |
|
0,150000,10.261581093072891 |
|
0,150500,10.237060487270355 |
|
0,151000,10.654636472463608 |
|
0,151500,10.235727578401566 |
|
0,152000,10.47699898481369 |
|
0,152500,10.343026369810104 |
|
0,153000,10.028582066297531 |
|
0,153500,10.543520748615265 |
|
0,154000,10.491645336151123 |
|
0,154500,10.394085943698883 |
|
0,155000,10.30367761850357 |
|
0,155500,10.51035076379776 |
|
0,156000,10.21929532289505 |
|
0,156500,10.240722447633743 |
|
0,157000,10.454626381397247 |
|
0,157500,10.536141693592072 |
|
0,158000,10.354746133089066 |
|
0,158500,10.742596536874771 |
|
0,159000,10.410219430923462 |
|
0,159500,10.501284897327423 |
|
0,160000,10.387017577886581 |
|
0,160500,10.543052852153778 |
|
0,161000,10.47096997499466 |
|
0,161500,10.621242225170135 |
|
0,162000,11.0013447701931 |
|
0,162500,10.545173287391663 |
|
0,163000,10.393546521663666 |
|
0,163500,10.745436698198318 |
|
0,164000,10.693033784627914 |
|
0,164500,10.481415688991547 |
|
0,165000,10.61905175447464 |
|
0,165500,10.748247057199478 |
|
0,166000,10.493186116218567 |
|
0,166500,10.815664380788803 |
|
0,167000,10.516064614057541 |
|
0,167500,10.561392456293106 |
|
0,168000,10.298923403024673 |
|
0,168500,10.6256864964962 |
|
0,169000,10.089019685983658 |
|
0,169500,10.59880182147026 |
|
0,170000,10.275594145059586 |
|
0,170500,10.426188260316849 |
|
0,171000,10.516254603862762 |
|
0,171500,10.41189357638359 |
|
0,172000,10.454632341861725 |
|
0,172500,10.294466465711594 |
|
0,173000,10.50858125090599 |
|
0,173500,10.40259301662445 |
|
0,174000,10.413145273923874 |
|
0,174500,10.459000617265701 |
|
0,175000,10.483161360025406 |
|
0,175500,10.499826073646545 |
|
0,176000,10.599011927843094 |
|
0,176500,10.661792755126953 |
|
0,177000,10.894925892353058 |
|
0,177500,10.32290980219841 |
|
0,178000,10.372655093669891 |
|
0,178500,10.558965802192688 |
|
0,179000,10.687927156686783 |
|
0,179500,10.715562105178833 |
|
0,180000,10.680992901325226 |
|
0,180500,10.67911759018898 |
|
0,181000,10.791060328483582 |
|
0,181500,10.762883722782135 |
|
0,182000,10.76158955693245 |
|
0,182500,10.695062577724457 |
|
0,183000,10.323074460029602 |
|
0,183500,10.66843643784523 |
|
0,184000,10.64201444387436 |
|
0,184500,10.273025184869766 |
|
0,185000,10.460463166236877 |
|
0,185500,10.6182299554348 |
|
0,186000,10.7293002307415 |
|
0,186500,10.332970321178436 |
|
0,187000,10.325508564710617 |
|
0,187500,10.394921898841858 |
|
0,188000,10.513157397508621 |
|
0,188500,10.49589216709137 |
|
0,189000,10.281521826982498 |
|
0,189500,10.503821820020676 |
|
0,190000,10.617556422948837 |
|
0,190500,10.549008846282959 |
|
0,191000,10.516654700040817 |
|
0,191500,10.578330606222153 |
|
0,192000,10.761094838380814 |
|
0,192500,10.643476247787476 |
|
0,193000,10.638511180877686 |
|
0,193500,10.306624323129654 |
|
0,194000,10.724208503961563 |
|
0,194500,10.681349784135818 |
|
0,195000,10.29825434088707 |
|
0,195500,10.823576897382736 |
|
0,196000,10.463062673807144 |
|
0,196500,10.405920445919037 |
|
0,197000,10.688170045614243 |
|
0,197500,10.720357298851013 |
|
0,198000,10.5266273021698 |
|
0,198500,10.601194202899933 |
|
0,199000,10.68764552474022 |
|
0,199500,10.695942491292953 |
|
0,200000,10.450487583875656 |
|
0,200500,10.644301027059555 |
|
0,201000,10.542136430740356 |
|
0,201500,10.39683222770691 |
|
0,202000,10.621511936187744 |
|
0,202500,10.582493990659714 |
|
0,203000,10.395251214504242 |
|
0,203500,10.44483557343483 |
|
0,204000,10.51245629787445 |
|
0,204500,10.651642084121704 |
|
0,205000,10.67882925271988 |
|
0,205500,10.60328558087349 |
|
0,206000,10.752968490123749 |
|
0,206500,10.813382267951965 |
|
0,207000,10.655046254396439 |
|
0,207500,10.453333705663681 |
|
0,208000,10.810434073209763 |
|
0,208500,10.734856873750687 |
|
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