|
epoch,steps,MSE |
|
0,1000,0.6196637637913227 |
|
0,2000,0.5647863261401653 |
|
0,3000,0.5255655851215124 |
|
0,4000,0.5016054026782513 |
|
0,5000,0.48774112947285175 |
|
0,6000,0.46864221803843975 |
|
0,7000,0.4544933792203665 |
|
0,8000,0.4508115351200104 |
|
0,9000,0.4490228369832039 |
|
0,10000,0.4415357019752264 |
|
0,11000,0.43358877301216125 |
|
0,12000,0.43065622448921204 |
|
0,13000,0.44256076216697693 |
|
0,14000,0.42109363712370396 |
|
0,15000,0.4158820491284132 |
|
0,16000,0.410389993339777 |
|
0,17000,0.4088249523192644 |
|
0,18000,0.40396214462816715 |
|
0,19000,0.4016508348286152 |
|
0,20000,0.3964404109865427 |
|
0,21000,0.3952181898057461 |
|
0,22000,0.3912780899554491 |
|
0,23000,0.39038804825395346 |
|
0,24000,0.3860549535602331 |
|
0,25000,0.38698839489370584 |
|
0,26000,0.3841165453195572 |
|
0,27000,0.39138379506766796 |
|
0,28000,0.3842668840661645 |
|
0,29000,0.3839569631963968 |
|
0,30000,0.3825346939265728 |
|
0,31000,0.39485422894358635 |
|
0,32000,0.3790991147980094 |
|
0,33000,0.37643532268702984 |
|
0,34000,0.3744627581909299 |
|
0,35000,0.3695061430335045 |
|
0,36000,0.37733307108283043 |
|
0,37000,0.3670941572636366 |
|
0,38000,0.36302972584962845 |
|
0,39000,0.3627257887274027 |
|
0,40000,0.36035487428307533 |
|
0,41000,0.35964990966022015 |
|
0,42000,0.35967258736491203 |
|
0,43000,0.36133413668721914 |
|
0,44000,0.35860270727425814 |
|
0,45000,0.3576788818463683 |
|
0,46000,0.3602734301239252 |
|
0,47000,0.3629538929089904 |
|
0,48000,0.35671526566147804 |
|
0,49000,0.3588954918086529 |
|
0,50000,0.3540245583280921 |
|
0,51000,0.3522817278280854 |
|
0,52000,0.35068534780293703 |
|
0,53000,0.3509939182549715 |
|
0,54000,0.35207660403102636 |
|
0,55000,0.34901704639196396 |
|
0,56000,0.347662135027349 |
|
0,57000,0.35133345518261194 |
|
0,58000,0.3570349421352148 |
|
0,59000,0.3466943744570017 |
|
0,60000,0.34559275954961777 |
|
0,61000,0.34738851245492697 |
|
0,62000,0.3472874406725168 |
|
0,63000,0.3521703416481614 |
|
0,64000,0.34831822849810123 |
|
0,65000,0.34491256810724735 |
|
0,66000,0.3431943245232105 |
|
0,67000,0.34240768291056156 |
|
0,68000,0.3454148070886731 |
|
0,69000,0.3414058592170477 |
|
0,70000,0.3413860686123371 |
|
0,71000,0.34007520880550146 |
|
0,72000,0.3416480729356408 |
|
0,73000,0.341060571372509 |
|
0,74000,0.33809845335781574 |
|
0,75000,0.33982524182647467 |
|
0,76000,0.341037823818624 |
|
0,77000,0.33858176320791245 |
|
0,78000,0.3369856858626008 |
|
0,79000,0.33625997602939606 |
|
0,80000,0.3431422635912895 |
|
0,81000,0.34089155960828066 |
|
0,82000,0.3353302367031574 |
|
0,83000,0.3329143626615405 |
|
0,84000,0.3326575504615903 |
|
0,85000,0.33501810394227505 |
|
0,86000,0.33294372260570526 |
|
0,87000,0.3339129500091076 |
|
0,88000,0.33142168540507555 |
|
0,89000,0.32970085740089417 |
|
0,90000,0.33050626516342163 |
|
0,91000,0.3301938995718956 |
|
0,92000,0.3346263663843274 |
|
0,93000,0.32924178522080183 |
|
0,94000,0.328271696344018 |
|
0,95000,0.3280606819316745 |
|
0,96000,0.3292859299108386 |
|
0,97000,0.3279708558693528 |
|
0,98000,0.3275251016020775 |
|
0,99000,0.3282315796241164 |
|
0,100000,0.3281567944213748 |
|
0,101000,0.3280689939856529 |
|
0,102000,0.3292015055194497 |
|
0,103000,0.3267643041908741 |
|
0,104000,0.32558650709688663 |
|
0,105000,0.32423862721771 |
|
0,106000,0.3270754124969244 |
|
0,107000,0.32481509260833263 |
|
0,108000,0.32333789858967066 |
|
0,109000,0.3250510198995471 |
|
0,110000,0.32790463883429766 |
|
0,111000,0.3347060177475214 |
|
0,112000,0.3250297624617815 |
|
0,113000,0.3265313571318984 |
|
0,114000,0.3229415975511074 |
|
0,115000,0.32122302800416946 |
|
0,116000,0.3268917789682746 |
|
0,117000,0.32065724954009056 |
|
0,118000,0.32060714438557625 |
|
0,119000,0.3194401739165187 |
|
0,120000,0.32043822575360537 |
|
0,121000,0.32081673853099346 |
|
0,122000,0.3193625481799245 |
|
0,123000,0.3192488104104996 |
|
0,124000,0.3190723014995456 |
|
0,125000,0.3187009133398533 |
|
0,126000,0.3175233956426382 |
|
0,127000,0.31955731101334095 |
|
0,128000,0.319698010571301 |
|
0,129000,0.31772698275744915 |
|
0,130000,0.31891362741589546 |
|
0,131000,0.3255582181736827 |
|
0,132000,0.3167174058035016 |
|
0,133000,0.3189500421285629 |
|
0,134000,0.3197622951120138 |
|
0,135000,0.3177944105118513 |
|
0,136000,0.318571669049561 |
|
0,137000,0.32133636996150017 |
|
0,138000,0.31820067670196295 |
|
0,139000,0.3189248498529196 |
|
0,140000,0.3176406491547823 |
|
0,141000,0.3161156550049782 |
|
0,142000,0.3154630772769451 |
|
0,143000,0.31523231882601976 |
|
0,144000,0.31380734872072935 |
|
0,145000,0.31659684609621763 |
|
0,146000,0.31507518142461777 |
|
0,147000,0.31486498191952705 |
|
0,148000,0.31556375324726105 |
|
0,149000,0.3163329092785716 |
|
0,150000,0.31374753452837467 |
|
0,151000,0.32568403985351324 |
|
0,152000,0.31877190340310335 |
|
0,153000,0.3144315676763654 |
|
0,154000,0.3114428836852312 |
|
0,155000,0.3121131332591176 |
|
0,156000,0.3116481238976121 |
|
0,157000,0.3131431993097067 |
|
0,158000,0.3105783835053444 |
|
0,159000,0.32033312600106 |
|
0,160000,0.3120890585705638 |
|
0,161000,0.3140498185530305 |
|
0,162000,0.315347732976079 |
|
0,163000,0.31080234330147505 |
|
0,164000,0.31047596130520105 |
|
0,165000,0.3111793892458081 |
|
0,166000,0.3214726457372308 |
|
0,167000,0.3113510087132454 |
|
0,168000,0.31033556442707777 |
|
0,169000,0.3096677828580141 |
|
0,170000,0.3257193136960268 |
|
0,171000,0.3154437756165862 |
|
0,172000,0.31051498372107744 |
|
0,173000,0.315688899718225 |
|
0,174000,0.3089451463893056 |
|
0,175000,0.3134933998808265 |
|
0,176000,0.31003751792013645 |
|
0,177000,0.31367826741188765 |
|
0,178000,0.30891532078385353 |
|
0,179000,0.30872568022459745 |
|
0,180000,0.30854539945721626 |
|
0,181000,0.3087802557274699 |
|
0,182000,0.30911467038095 |
|
0,183000,0.3109618555754423 |
|
0,184000,0.31325973104685545 |
|
0,185000,0.31183320097625256 |
|
0,186000,0.30708436388522387 |
|
0,187000,0.3080402733758092 |
|
0,188000,0.30863163992762566 |
|
0,189000,0.30889431945979595 |
|
0,190000,0.30717356130480766 |
|
0,191000,0.31074206344783306 |
|
0,192000,0.3051953390240669 |
|
0,193000,0.33693923614919186 |
|
0,194000,0.3051971783861518 |
|
0,195000,0.3046377096325159 |
|
0,196000,0.3044912125915289 |
|
0,197000,0.3049298655241728 |
|
0,198000,0.3358635352924466 |
|
0,199000,0.30366808641701937 |
|
0,200000,0.30286184046417475 |
|
0,201000,0.30393367633223534 |
|
0,202000,0.3024935023859143 |
|
0,203000,0.30294752214103937 |
|
0,204000,0.3035038011148572 |
|
0,205000,0.30167310032993555 |
|
0,206000,0.30214202124625444 |
|
0,207000,0.3026115009561181 |
|
0,208000,0.3017749171704054 |
|
0,209000,0.3038496011868119 |
|
0,210000,0.30293979216367006 |
|
0,211000,0.30255778692662716 |
|
0,212000,0.30388033483177423 |
|
0,213000,0.3012617817148566 |
|
0,214000,0.3207349218428135 |
|
0,215000,0.3023570170626044 |
|
0,216000,0.30088277999311686 |
|
0,217000,0.3009716747328639 |
|
0,218000,0.30187314841896296 |
|
0,219000,0.3068798454478383 |
|
0,220000,0.30113160610198975 |
|
0,221000,0.2998006297275424 |
|
0,222000,0.31990178395062685 |
|
0,223000,0.30060631688684225 |
|
0,224000,0.30111372470855713 |
|
0,225000,0.2999724354594946 |
|
0,226000,0.3004589816555381 |
|
0,227000,0.2984113059937954 |
|
0,228000,0.301052606664598 |
|
0,229000,0.2981214318424463 |
|
0,230000,0.29798971954733133 |
|
0,231000,0.29826497193425894 |
|
0,-1,0.2979779615998268 |
|
1,1000,0.2977190539240837 |
|
1,2000,0.29805905651301146 |
|
1,3000,0.29790461994707584 |
|
1,4000,0.29793898575007915 |
|
1,5000,0.29727474320679903 |
|
1,6000,0.3033506451174617 |
|
1,7000,0.29927920550107956 |
|
1,8000,0.29838758055120707 |
|
1,9000,0.29764738865196705 |
|
1,10000,0.29877806082367897 |
|
1,11000,0.2981833182275295 |
|
1,12000,0.2973572351038456 |
|
1,13000,0.2973768627271056 |
|
1,14000,0.2976362593472004 |
|
1,15000,0.2968661021441221 |
|
1,16000,0.29562683776021004 |
|
1,17000,0.29912744648754597 |
|
1,18000,0.29654218815267086 |
|
1,19000,0.29710785020142794 |
|
1,20000,0.29800001066178083 |
|
1,21000,0.29546814039349556 |
|
1,22000,0.2988483989611268 |
|
1,23000,0.2952971030026674 |
|
1,24000,0.2977052703499794 |
|
1,25000,0.29474671464413404 |
|
1,26000,0.2990233711898327 |
|
1,27000,0.29867503326386213 |
|
1,28000,0.2951379166916013 |
|
1,29000,0.29414910823106766 |
|
1,30000,0.29943580739200115 |
|
1,31000,0.2956936601549387 |
|
1,32000,0.2939187688753009 |
|
1,33000,0.2940832870081067 |
|
1,34000,0.2957140328362584 |
|
1,35000,0.29523102566599846 |
|
1,36000,0.29257223941385746 |
|
1,37000,0.2937999088317156 |
|
1,38000,0.2963134553283453 |
|
1,39000,0.29576520901173353 |
|
1,40000,0.2952980110421777 |
|
1,41000,0.29672691598534584 |
|
1,42000,0.2935465192422271 |
|
1,43000,0.2930683083832264 |
|
1,44000,0.29400151688605547 |
|
1,45000,0.29262632597237825 |
|
1,46000,0.2923344960436225 |
|
1,47000,0.29495146591216326 |
|
1,48000,0.3201996209099889 |
|
1,49000,0.29339201282709837 |
|
1,50000,0.29228909406811 |
|
1,51000,0.2943641971796751 |
|
1,52000,0.29321140609681606 |
|
1,53000,0.2939056372269988 |
|
1,54000,0.2916304860264063 |
|
1,55000,0.2929674694314599 |
|
1,56000,0.2916154218837619 |
|
1,57000,0.3078923560678959 |
|
1,58000,0.2914333948865533 |
|
1,59000,0.29171451460570097 |
|
1,60000,0.2902440493926406 |
|
1,61000,0.29170720372349024 |
|
1,62000,0.29694591648876667 |
|
1,63000,0.2949448302388191 |
|
1,64000,0.29026768170297146 |
|
1,65000,0.30839410610497 |
|
1,66000,0.28928855899721384 |
|
1,67000,0.2907036105170846 |
|
1,68000,0.28824934270232916 |
|
1,69000,0.2891618059948087 |
|
1,70000,0.28943405486643314 |
|
1,71000,0.2900993684306741 |
|
1,72000,0.28907216619700193 |
|
1,73000,0.2901375759392977 |
|
1,74000,0.28923992067575455 |
|
1,75000,0.28951114509254694 |
|
1,76000,0.2903423039242625 |
|
1,77000,0.2916633849963546 |
|
1,78000,0.2891204785555601 |
|
1,79000,0.2910669660195708 |
|
1,80000,0.28908837120980024 |
|
1,81000,0.2900174353271723 |
|
1,82000,0.2894800854846835 |
|
1,83000,0.2946597058326006 |
|
1,84000,0.2890313044190407 |
|
1,85000,0.28878177981823683 |
|
1,86000,0.288474909029901 |
|
1,87000,0.28867078945040703 |
|
1,88000,0.28960052877664566 |
|
1,89000,0.2879818668588996 |
|
1,90000,0.28799790889024734 |
|
1,91000,0.28723999857902527 |
|
1,92000,0.28867442160844803 |
|
1,93000,0.28906650841236115 |
|
1,94000,0.28771625366061926 |
|
1,95000,0.28702288400381804 |
|
1,96000,0.2876785583794117 |
|
1,97000,0.2861532149836421 |
|
1,98000,0.2876891056075692 |
|
1,99000,0.28785248287022114 |
|
1,100000,0.28711738996207714 |
|
1,101000,0.28689366299659014 |
|
1,102000,0.28686251025646925 |
|
1,103000,0.28635510243475437 |
|
1,104000,0.28683801647275686 |
|
1,105000,0.28716884553432465 |
|
1,106000,0.2874067286029458 |
|
1,107000,0.2873497549444437 |
|
1,108000,0.287471292540431 |
|
1,109000,0.28576867189258337 |
|
1,110000,0.28754977975040674 |
|
1,111000,0.2889597788453102 |
|
1,112000,0.2875480568036437 |
|
1,113000,0.28591013979166746 |
|
1,114000,0.28537765610963106 |
|
1,115000,0.28546343091875315 |
|
1,116000,0.2853246405720711 |
|
1,117000,0.2855925355106592 |
|
1,118000,0.2859827596694231 |
|
1,119000,0.28602308593690395 |
|
1,120000,0.31224333215504885 |
|
1,121000,0.2860904671251774 |
|
1,122000,0.28762537986040115 |
|
1,123000,0.2856906037777662 |
|
1,124000,0.2860155189409852 |
|
1,125000,0.2891730284318328 |
|
1,126000,0.28607568237930536 |
|
1,127000,0.2849804237484932 |
|
1,128000,0.2839785534888506 |
|
1,129000,0.2844151807948947 |
|
1,130000,0.28439632151275873 |
|
1,131000,0.2841563895344734 |
|
1,132000,0.2872714074328542 |
|
1,133000,0.28499311301857233 |
|
1,134000,0.285633304156363 |
|
1,135000,0.284041091799736 |
|
1,136000,0.28349829372018576 |
|
1,137000,0.30463910661637783 |
|
1,138000,0.28716183733195066 |
|
1,139000,0.2852314617484808 |
|
1,140000,0.28757203835994005 |
|
1,141000,0.28384742327034473 |
|
1,142000,0.2840289147570729 |
|
1,143000,0.283871334977448 |
|
1,144000,0.2834749175235629 |
|
1,145000,0.28530480340123177 |
|
1,146000,0.2842873567715287 |
|
1,147000,0.2836900996044278 |
|
1,148000,0.28435890562832355 |
|
1,149000,0.2855423605069518 |
|
1,150000,0.2837269101291895 |
|
1,151000,0.28550252318382263 |
|
1,152000,0.28591312002390623 |
|
1,153000,0.2833300968632102 |
|
1,154000,0.28451522812247276 |
|
1,155000,0.2837759908288717 |
|
1,156000,0.28502948116511106 |
|
1,157000,0.2830184530466795 |
|
1,158000,0.2824910683557391 |
|
1,159000,0.2843697555363178 |
|
1,160000,0.28451690450310707 |
|
1,161000,0.2835580613464117 |
|
1,162000,0.2862036693841219 |
|
1,163000,0.28814547695219517 |
|
1,164000,0.28347151819616556 |
|
1,165000,0.2846955321729183 |
|
1,166000,0.2840754808858037 |
|
1,167000,0.2846316434442997 |
|
1,168000,0.2857636660337448 |
|
1,169000,0.3192692995071411 |
|
1,170000,0.2834242768585682 |
|
1,171000,0.2827683463692665 |
|
1,172000,0.2826340263709426 |
|
1,173000,0.28312511276453733 |
|
1,174000,0.28296371456235647 |
|
1,175000,0.28508633840829134 |
|
1,176000,0.283032120205462 |
|
1,177000,0.2822843147441745 |
|
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