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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
0,1000,0.6616122089326382
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
1,179000,0.42182733304798603
1,180000,0.42241564951837063
1,181000,0.4223546478897333
1,182000,0.41911215521395206
1,183000,0.41942233219742775
1,184000,0.42020888067781925
1,185000,0.42093866504728794
1,186000,0.431624474003911
1,187000,0.42539676651358604
1,188000,0.41863122023642063
1,189000,0.4163723438978195
1,190000,0.4198703449219465
1,191000,0.4248276352882385
1,192000,0.414435938000679
1,193000,0.418261019513011
1,194000,0.424504978582263
1,195000,0.42552766390144825
1,196000,0.4175849724560976
1,197000,0.4204899538308382
1,198000,0.42402511462569237
1,199000,0.4242069087922573
1,200000,0.4221330862492323
1,201000,0.4250208381563425
1,202000,0.41756234131753445
1,203000,0.42221415787935257
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