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4422 4423 4424 4425 4426 4427 4428 4429 4430 4431 4432 4433 4434 4435 4436 4437 4438 4439 4440 4441 4442 4443 4444 4445 4446 4447 4448 4449 4450 4451 4452 4453 4454 4455 4456 4457 4458 4459 4460 4461 4462 4463 4464 4465 4466 4467 4468 4469 4470 4471 4472 4473 4474 4475 4476 4477 4478 4479 4480 4481 4482 4483 4484 4485 4486 4487 4488 4489 4490 4491 4492 4493 4494 4495 4496 4497 4498 4499 4500 4501 4502 4503 4504 4505 4506 4507 4508 4509 4510 4511 4512 4513 4514 4515 4516 4517 4518 4519 4520 4521 4522 4523 4524 4525 4526 4527 4528 4529 4530 4531 4532 4533 4534 4535 4536 4537 4538 4539 4540 4541 4542 4543 4544 4545 4546 4547 4548 4549 4550 4551 4552 4553 4554 4555 4556 4557 4558 4559 4560 4561 4562 4563 4564 4565 4566 4567 4568 4569 4570 4571 4572 4573 4574 4575 4576 4577 4578 4579 4580 4581 4582 4583 4584 4585 4586 4587 4588 4589 4590 4591 4592 4593 4594 4595 4596 4597 4598 4599 4600 4601 4602 4603 4604 4605 4606 4607 4608 4609 4610 4611 4612 4613 4614 4615 4616 4617 4618 4619 4620 4621 4622 4623 4624 4625 4626 4627 4628 4629 4630 4631 4632 4633 4634 4635 4636 4637 4638 4639 4640 4641 4642 |
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
1,178000,0.2827330492436886
1,179000,0.28226966969668865
1,180000,0.2829331438988447
1,181000,0.28197269421070814
1,182000,0.2811969490721822
1,183000,0.2860257402062416
1,184000,0.2835680730640888
1,185000,0.28941493947058916
1,186000,0.2819953951984644
1,187000,0.2816661261022091
1,188000,0.2814338309690356
1,189000,0.2808545483276248
1,190000,0.28131832368671894
1,191000,0.2810291014611721
1,192000,0.2806211356073618
1,193000,0.2805644413456321
1,194000,0.2811427693814039
1,195000,0.28098186012357473
1,196000,0.28079941403120756
1,197000,0.28228205628693104
1,198000,0.28069503605365753
1,199000,0.28145890682935715
1,200000,0.2809289610013366
1,201000,0.28070961125195026
1,202000,0.2805746626108885
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