|
epoch,steps,MSE |
|
0,1000,0.6616122089326382 |
|
0,2000,0.6200004369020462 |
|
0,3000,0.5894030444324017 |
|
0,4000,0.5689415149390697 |
|
0,5000,0.5525671411305666 |
|
0,6000,0.5446018651127815 |
|
0,7000,0.5373108666390181 |
|
0,8000,0.5325104109942913 |
|
0,9000,0.5200590938329697 |
|
0,10000,0.5112292245030403 |
|
0,11000,0.5152277182787657 |
|
0,12000,0.5097439978271723 |
|
0,13000,0.5001544952392578 |
|
0,14000,0.5051583517342806 |
|
0,15000,0.5089429672807455 |
|
0,16000,0.5045343656092882 |
|
0,17000,0.4996713250875473 |
|
0,18000,0.49515077844262123 |
|
0,19000,0.4941103048622608 |
|
0,20000,0.49542244523763657 |
|
0,21000,0.485990010201931 |
|
0,22000,0.49606007523834705 |
|
0,23000,0.4881130997091532 |
|
0,24000,0.49102623015642166 |
|
0,25000,0.48357867635786533 |
|
0,26000,0.49012210220098495 |
|
0,27000,0.48453486524522305 |
|
0,28000,0.4846320953220129 |
|
0,29000,0.4745190031826496 |
|
0,30000,0.49014752730727196 |
|
0,31000,0.4794598091393709 |
|
0,32000,0.48004165291786194 |
|
0,33000,0.48552933149039745 |
|
0,34000,0.47990987077355385 |
|
0,35000,0.477571040391922 |
|
0,36000,0.47626239247620106 |
|
0,37000,0.4784785211086273 |
|
0,38000,0.4786169156432152 |
|
0,39000,0.47654910013079643 |
|
0,40000,0.4779923241585493 |
|
0,41000,0.46870303340256214 |
|
0,42000,0.4759720992296934 |
|
0,43000,0.4706060979515314 |
|
0,44000,0.47448049299418926 |
|
0,45000,0.475699407979846 |
|
0,46000,0.4741476848721504 |
|
0,47000,0.47114850021898746 |
|
0,48000,0.47292853705585003 |
|
0,49000,0.4749118350446224 |
|
0,50000,0.4755842499434948 |
|
0,51000,0.4747845698148012 |
|
0,52000,0.47064702957868576 |
|
0,53000,0.48140874132514 |
|
0,54000,0.4605749621987343 |
|
0,55000,0.4717485513538122 |
|
0,56000,0.4765785299241543 |
|
0,57000,0.4677827004343271 |
|
0,58000,0.47164992429316044 |
|
0,59000,0.47534462064504623 |
|
0,60000,0.47300062142312527 |
|
0,61000,0.47075082547962666 |
|
0,62000,0.46544698998332024 |
|
0,63000,0.4702420439571142 |
|
0,64000,0.4674190655350685 |
|
0,65000,0.468610180541873 |
|
0,66000,0.4730389919131994 |
|
0,67000,0.4699729382991791 |
|
0,68000,0.46811928041279316 |
|
0,69000,0.4611560609191656 |
|
0,70000,0.4683026112616062 |
|
0,71000,0.4683686885982752 |
|
0,72000,0.4668355453759432 |
|
0,73000,0.46423329040408134 |
|
0,74000,0.46402812004089355 |
|
0,75000,0.4582677502185106 |
|
0,76000,0.4602339584380388 |
|
0,77000,0.4585110116750002 |
|
0,78000,0.46656643971800804 |
|
0,79000,0.4668483044952154 |
|
0,80000,0.4656752571463585 |
|
0,81000,0.4562795627862215 |
|
0,82000,0.46263947151601315 |
|
0,83000,0.47041974030435085 |
|
0,84000,0.46572349965572357 |
|
0,85000,0.46104793436825275 |
|
0,86000,0.4633596632629633 |
|
0,87000,0.4632263910025358 |
|
0,88000,0.4648806992918253 |
|
0,89000,0.45953323133289814 |
|
0,90000,0.46873423270881176 |
|
0,91000,0.46161916106939316 |
|
0,92000,0.4534641746431589 |
|
0,93000,0.4590644035488367 |
|
0,94000,0.46007800847291946 |
|
0,95000,0.4617256112396717 |
|
0,96000,0.45104315504431725 |
|
0,97000,0.45479750260710716 |
|
0,98000,0.46478956937789917 |
|
0,99000,0.4650468938052654 |
|
0,100000,0.45422171242535114 |
|
0,101000,0.4615343175828457 |
|
0,102000,0.45871762558817863 |
|
0,103000,0.46258317306637764 |
|
0,104000,0.4488247912377119 |
|
0,105000,0.45779054053127766 |
|
0,106000,0.450246362015605 |
|
0,107000,0.45256437733769417 |
|
0,108000,0.4496137145906687 |
|
0,109000,0.4646286368370056 |
|
0,110000,0.46146977692842484 |
|
0,111000,0.4520461428910494 |
|
0,112000,0.45684967190027237 |
|
0,113000,0.45484257861971855 |
|
0,114000,0.4602092318236828 |
|
0,115000,0.45961574651300907 |
|
0,116000,0.4526938311755657 |
|
0,117000,0.45793959870934486 |
|
0,118000,0.44901445508003235 |
|
0,119000,0.4540441557765007 |
|
0,120000,0.4563423804938793 |
|
0,121000,0.4551277030259371 |
|
0,122000,0.45731863938272 |
|
0,123000,0.45673009008169174 |
|
0,124000,0.45974673703312874 |
|
0,125000,0.4546480719000101 |
|
0,126000,0.45716497115790844 |
|
0,127000,0.4537153523415327 |
|
0,128000,0.455178739503026 |
|
0,129000,0.4552817437797785 |
|
0,130000,0.4501875024288893 |
|
0,131000,0.4469366744160652 |
|
0,132000,0.46035745181143284 |
|
0,133000,0.4564198665320873 |
|
0,134000,0.45754252932965755 |
|
0,135000,0.4474812652915716 |
|
0,136000,0.4535638727247715 |
|
0,137000,0.4526310134679079 |
|
0,138000,0.44991327449679375 |
|
0,139000,0.45488462783396244 |
|
0,140000,0.4586092196404934 |
|
0,141000,0.45329034328460693 |
|
0,142000,0.45853592455387115 |
|
0,143000,0.45302039943635464 |
|
0,144000,0.4575005266815424 |
|
0,145000,0.45189540833234787 |
|
0,146000,0.4590647295117378 |
|
0,147000,0.4540181253105402 |
|
0,148000,0.45558447018265724 |
|
0,149000,0.4535337910056114 |
|
0,150000,0.45335888862609863 |
|
0,151000,0.45059509575366974 |
|
0,152000,0.4547064658254385 |
|
0,153000,0.4500959534198046 |
|
0,154000,0.4542467650026083 |
|
0,155000,0.4551077727228403 |
|
0,156000,0.4531559534370899 |
|
0,157000,0.44606802985072136 |
|
0,158000,0.4534974228590727 |
|
0,159000,0.4444937687367201 |
|
0,160000,0.4553627222776413 |
|
0,161000,0.4449883010238409 |
|
0,162000,0.4494594410061836 |
|
0,163000,0.45185089111328125 |
|
0,164000,0.44659203849732876 |
|
0,165000,0.4477526992559433 |
|
0,166000,0.45154280960559845 |
|
0,167000,0.4470327403396368 |
|
0,168000,0.44581317342817783 |
|
0,169000,0.4515347070991993 |
|
0,170000,0.44792136177420616 |
|
0,171000,0.4450129345059395 |
|
0,172000,0.44908314011991024 |
|
0,173000,0.44602095149457455 |
|
0,174000,0.44989720918238163 |
|
0,175000,0.45018321834504604 |
|
0,176000,0.4531840793788433 |
|
0,177000,0.4476103000342846 |
|
0,178000,0.45280903577804565 |
|
0,179000,0.4502020310610533 |
|
0,180000,0.44704810716211796 |
|
0,181000,0.4430098459124565 |
|
0,182000,0.452206889167428 |
|
0,183000,0.44310507364571095 |
|
0,184000,0.4409715533256531 |
|
0,185000,0.43903058394789696 |
|
0,186000,0.4526179749518633 |
|
0,187000,0.44028135016560555 |
|
0,188000,0.4406228195875883 |
|
0,189000,0.4443972371518612 |
|
0,190000,0.45122914016246796 |
|
0,191000,0.4417707212269306 |
|
0,192000,0.4460277035832405 |
|
0,193000,0.465641263872385 |
|
0,194000,0.4426878411322832 |
|
0,195000,0.4463925492018461 |
|
0,196000,0.4528012126684189 |
|
0,197000,0.44029802083969116 |
|
0,198000,0.45399339869618416 |
|
0,199000,0.4370680544525385 |
|
0,200000,0.4459899850189686 |
|
0,201000,0.4426608793437481 |
|
0,202000,0.4502132534980774 |
|
0,203000,0.4427297506481409 |
|
0,204000,0.4410277586430311 |
|
0,205000,0.4436120856553316 |
|
0,206000,0.4470687825232744 |
|
0,207000,0.4437738098204136 |
|
0,208000,0.4412997979670763 |
|
0,209000,0.4385609645396471 |
|
0,210000,0.43839579448103905 |
|
0,211000,0.44019436463713646 |
|
0,212000,0.43937182053923607 |
|
0,213000,0.43813688680529594 |
|
0,214000,0.4478519316762686 |
|
0,215000,0.44279126450419426 |
|
0,216000,0.44334204867482185 |
|
0,217000,0.4350617527961731 |
|
0,218000,0.44211847707629204 |
|
0,219000,0.43602525256574154 |
|
0,220000,0.43690307065844536 |
|
0,221000,0.4414075054228306 |
|
0,222000,0.43975268490612507 |
|
0,223000,0.4423331469297409 |
|
0,224000,0.43980409391224384 |
|
0,225000,0.44256653636693954 |
|
0,226000,0.44291187077760696 |
|
0,227000,0.4388363566249609 |
|
0,228000,0.4375598393380642 |
|
0,229000,0.4453809466212988 |
|
0,230000,0.44102752581238747 |
|
0,231000,0.43625454418361187 |
|
0,-1,0.43366802856326103 |
|
1,1000,0.4430681001394987 |
|
1,2000,0.43800310231745243 |
|
1,3000,0.4384238738566637 |
|
1,4000,0.4389307461678982 |
|
1,5000,0.4397548735141754 |
|
1,6000,0.4350257106125355 |
|
1,7000,0.4385190084576607 |
|
1,8000,0.4373469389975071 |
|
1,9000,0.44127986766397953 |
|
1,10000,0.43842317536473274 |
|
1,11000,0.4334058612585068 |
|
1,12000,0.4379765596240759 |
|
1,13000,0.4333175253123045 |
|
1,14000,0.43337540701031685 |
|
1,15000,0.43253772892057896 |
|
1,16000,0.43896562419831753 |
|
1,17000,0.4293257836252451 |
|
1,18000,0.4377651959657669 |
|
1,19000,0.43766945600509644 |
|
1,20000,0.4301454406231642 |
|
1,21000,0.4408691544085741 |
|
1,22000,0.42756511829793453 |
|
1,23000,0.43808426707983017 |
|
1,24000,0.4305330105125904 |
|
1,25000,0.44528450816869736 |
|
1,26000,0.4257716238498688 |
|
1,27000,0.4297371953725815 |
|
1,28000,0.4361527506262064 |
|
1,29000,0.43663126416504383 |
|
1,30000,0.4303710535168648 |
|
1,31000,0.4254949279129505 |
|
1,32000,0.43566119857132435 |
|
1,33000,0.4353884141892195 |
|
1,34000,0.4297622013837099 |
|
1,35000,0.4339514300227165 |
|
1,36000,0.44012386351823807 |
|
1,37000,0.43432549573481083 |
|
1,38000,0.42497082613408566 |
|
1,39000,0.43370500206947327 |
|
1,40000,0.43059540912508965 |
|
1,41000,0.4287017975002527 |
|
1,42000,0.42627821676433086 |
|
1,43000,0.4354571457952261 |
|
1,44000,0.43308017775416374 |
|
1,45000,0.43548736721277237 |
|
1,46000,0.4274211823940277 |
|
1,47000,0.43038399890065193 |
|
1,48000,0.43726032599806786 |
|
1,49000,0.4325839225202799 |
|
1,50000,0.4393142182379961 |
|
1,51000,0.43028942309319973 |
|
1,52000,0.43196207843720913 |
|
1,53000,0.43348297476768494 |
|
1,54000,0.43389322236180305 |
|
1,55000,0.4262307658791542 |
|
1,56000,0.4356458317488432 |
|
1,57000,0.4363842774182558 |
|
1,58000,0.43730917386710644 |
|
1,59000,0.43676747009158134 |
|
1,60000,0.4375241696834564 |
|
1,61000,0.42399209924042225 |
|
1,62000,0.42682820931077003 |
|
1,63000,0.428612157702446 |
|
1,64000,0.42993342503905296 |
|
1,65000,0.4360020160675049 |
|
1,66000,0.4416829440742731 |
|
1,67000,0.43405150063335896 |
|
1,68000,0.43482566252350807 |
|
1,69000,0.43494286946952343 |
|
1,70000,0.4339884500950575 |
|
1,71000,0.43642674572765827 |
|
1,72000,0.43634241446852684 |
|
1,73000,0.4295996855944395 |
|
1,74000,0.43693743646144867 |
|
1,75000,0.4282284528017044 |
|
1,76000,0.42651486583054066 |
|
1,77000,0.42844414710998535 |
|
1,78000,0.43426305055618286 |
|
1,79000,0.4362036008387804 |
|
1,80000,0.4377718549221754 |
|
1,81000,0.4319378640502691 |
|
1,82000,0.4372033756226301 |
|
1,83000,0.4234970547258854 |
|
1,84000,0.4272329621016979 |
|
1,85000,0.43287770822644234 |
|
1,86000,0.4280530381947756 |
|
1,87000,0.4300118889659643 |
|
1,88000,0.4344349727034569 |
|
1,89000,0.42932801879942417 |
|
1,90000,0.4256005398929119 |
|
1,91000,0.4260275047272444 |
|
1,92000,0.4254514817148447 |
|
1,93000,0.4349697381258011 |
|
1,94000,0.43140314519405365 |
|
1,95000,0.4295109771192074 |
|
1,96000,0.4303084686398506 |
|
1,97000,0.4305158741772175 |
|
1,98000,0.43461774475872517 |
|
1,99000,0.4293369594961405 |
|
1,100000,0.4358508624136448 |
|
1,101000,0.43458822183310986 |
|
1,102000,0.43139122426509857 |
|
1,103000,0.428306357935071 |
|
1,104000,0.4300044849514961 |
|
1,105000,0.4264023620635271 |
|
1,106000,0.43045757338404655 |
|
1,107000,0.43333894573152065 |
|
1,108000,0.431683287024498 |
|
1,109000,0.43032290413975716 |
|
1,110000,0.4246325697749853 |
|
1,111000,0.4213624633848667 |
|
1,112000,0.42766937986016273 |
|
1,113000,0.4306404385715723 |
|
1,114000,0.42724343948066235 |
|
1,115000,0.4380408674478531 |
|
1,116000,0.4318470135331154 |
|
1,117000,0.42446176521480083 |
|
1,118000,0.42371456511318684 |
|
1,119000,0.42737475596368313 |
|
1,120000,0.43675736524164677 |
|
1,121000,0.427092844620347 |
|
1,122000,0.4198288079351187 |
|
1,123000,0.42879460379481316 |
|
1,124000,0.4284517839550972 |
|
1,125000,0.42723482474684715 |
|
1,126000,0.4271687939763069 |
|
1,127000,0.434661190956831 |
|
1,128000,0.429042661562562 |
|
1,129000,0.42291744612157345 |
|
1,130000,0.42446842417120934 |
|
1,131000,0.4273093771189451 |
|
1,132000,0.4239030182361603 |
|
1,133000,0.42721889913082123 |
|
1,134000,0.4234268795698881 |
|
1,135000,0.42343949899077415 |
|
1,136000,0.4283636808395386 |
|
1,137000,0.4311003256589174 |
|
1,138000,0.43016448616981506 |
|
1,139000,0.4297022707760334 |
|
1,140000,0.4234283696860075 |
|
1,141000,0.43470696546137333 |
|
1,142000,0.428216066211462 |
|
1,143000,0.4338786471635103 |
|
1,144000,0.4297674633562565 |
|
1,145000,0.4235780332237482 |
|
1,146000,0.4337513819336891 |
|
1,147000,0.4299068823456764 |
|
1,148000,0.4211933817714453 |
|
1,149000,0.42968224734067917 |
|
1,150000,0.42989677749574184 |
|
1,151000,0.42785070836544037 |
|
1,152000,0.4247139673680067 |
|
1,153000,0.43192864395678043 |
|
1,154000,0.42937854304909706 |
|
1,155000,0.42567551136016846 |
|
1,156000,0.4233699291944504 |
|
1,157000,0.4278224427253008 |
|
1,158000,0.4344968590885401 |
|
1,159000,0.4279131069779396 |
|
1,160000,0.4183147568255663 |
|
1,161000,0.42373756878077984 |
|
1,162000,0.4235244821757078 |
|
1,163000,0.42786230333149433 |
|
1,164000,0.42659537866711617 |
|
1,165000,0.4271769430488348 |
|
1,166000,0.42467880994081497 |
|
1,167000,0.42209550738334656 |
|
1,168000,0.4261015448719263 |
|
1,169000,0.48049362376332283 |
|
1,170000,0.43314360082149506 |
|
1,171000,0.4302951041609049 |
|
1,172000,0.42958473786711693 |
|
1,173000,0.4290587268769741 |
|
1,174000,0.4283661022782326 |
|
1,175000,0.42606634087860584 |
|
1,176000,0.4284484311938286 |
|
1,177000,0.4222938325256109 |
|
1,178000,0.42098634876310825 |
|
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