| step,train_normalized_mse,val_rmse_original,raw_best_val_rmse,raw_best_step,convergence_ref,bad_evals,lr,grad_norm_preclip |
| 1,0.2669583559036255,0.22270576837211487,0.22270576837211487,1,0.22270576837211487,0,0.0009999998612086952,5.566518306732178 |
| 100,0.004526407457888126,0.016294053222382265,0.016294053222382265,100,0.016294053222382265,0,0.0009986128001799014,0.1014833152294159 |
| 200,0.0012748907320201397,0.00938346708108069,0.00938346708108069,200,0.00938346708108069,0,0.0009944597532678013,0.04668610170483589 |
| 300,0.001575034111738205,0.010252837934093489,0.00938346708108069,200,0.00938346708108069,0,0.0009875664641789386,0.137252077460289 |
| 400,0.002481475006788969,0.011139199389240045,0.00938346708108069,200,0.00938346708108069,0,0.0009779754323327979,0.2910371422767639 |
| 500,0.0012484295293688774,0.007921874065500403,0.007921874065500403,500,0.007921874065500403,0,0.0009657457896300575,0.08947435766458511 |
| 600,0.0006339006940834224,0.007610752471727172,0.007610752471727172,600,0.007610752471727172,0,0.0009509529358847449,0.06007133796811104 |
| 700,0.0023066247813403606,0.00589657616946389,0.00589657616946389,700,0.00589657616946389,0,0.0009336880739593209,0.15492568910121918 |
| 800,0.0004323008470237255,0.005189583238255077,0.005189583238255077,800,0.005189583238255077,0,0.0009140576474687066,0.07656551152467728 |
| 900,0.0009092674590647221,0.005199753951588754,0.005189583238255077,800,0.005189583238255077,0,0.0008921826845199947,0.07552049309015274 |
| 1000,0.00038315411075018346,0.004622549029846631,0.004622549029846631,1000,0.004622549029846631,0,0.0008681980515339277,0.0702633485198021 |
| 1100,0.0008922062115743756,0.006900150606334792,0.004622549029846631,1000,0.004622549029846631,0,0.0008422516217485647,0.06293341517448425 |
| 1200,0.0004255733801983297,0.005668497651348334,0.004622549029846631,1000,0.004622549029846631,0,0.0008145033635315951,0.07498107850551605 |
| 1300,0.0003695506602525711,0.003983956407703581,0.003983956407703581,1300,0.003983956407703581,0,0.00078512435412216,0.13915041089057922 |
| 1400,0.0003409658093005419,0.0051220088329088165,0.003983956407703581,1300,0.003983956407703581,0,0.0007542957248827793,0.05619167163968086 |
| 1500,0.0003244593972340226,0.004543785046073385,0.003983956407703581,1300,0.003983956407703581,1,0.0007222075445642749,0.08711577951908112 |
| 1600,0.000417294300859794,0.0048411394977098746,0.003983956407703581,1300,0.003983956407703581,2,0.0006890576474687118,0.10903272777795792 |
| 1700,0.001198047073557973,0.007457753832964022,0.003983956407703581,1300,0.003983956407703581,3,0.0006550504137351434,0.23022057116031647 |
| 1800,0.00032518524676561356,0.004244607676412663,0.003983956407703581,1300,0.003983956407703581,4,0.0006203955092680901,0.06603014469146729 |
| 1900,0.0002984804450534284,0.0041001073639819014,0.003983956407703581,1300,0.003983956407703581,5,0.0005853065930775174,0.06339453905820847 |
| 2000,0.00016078806947916746,0.0045177237800554625,0.003983956407703581,1300,0.003983956407703581,6,0.0005499999999999908,0.04153413698077202 |
| 2100,0.00012827341561205685,0.004178126157964569,0.003983956407703581,1300,0.003983956407703581,7,0.0005146934069224638,0.03207912668585777 |
| 2200,0.00013538601342588663,0.003262278895658368,0.003262278895658368,2200,0.003262278895658368,0,0.0004796044907318921,0.025926785543560982 |
| 2300,0.0001381042238790542,0.003635838391073183,0.003262278895658368,2200,0.003262278895658368,1,0.00044494958626483896,0.04538106545805931 |
| 2400,8.20953500806354e-05,0.0026205618094796547,0.0026205618094796547,2400,0.0026205618094796547,0,0.00041094235253127037,0.0132667301222682 |
| 2500,9.405801392858848e-05,0.0026841779528732016,0.0026205618094796547,2400,0.0026205618094796547,1,0.0003777924554357066,0.035575348883867264 |
| 2600,0.00026599870761856437,0.004230260990091005,0.0026205618094796547,2400,0.0026205618094796547,2,0.00034570427511720133,0.065411776304245 |
| 2700,0.00010159423982258886,0.002527380681392267,0.002527380681392267,2700,0.002527380681392267,0,0.00031487564587782203,0.011478601954877377 |
| 2800,0.00036558936699293554,0.004669090640580387,0.002527380681392267,2700,0.002527380681392267,1,0.00028549663646838753,0.06982048600912094 |
| 2900,5.941600102232769e-05,0.002441197425451192,0.002441197425451192,2900,0.002441197425451192,0,0.00025774837825141893,0.005492799915373325 |
| 3000,0.00013286605826579034,0.002188022031499093,0.002188022031499093,3000,0.002188022031499093,0,0.0002318019484660563,0.03786635398864746 |
| 3100,9.044739999808371e-05,0.0023364164816617383,0.002188022031499093,3000,0.002188022031499093,1,0.00020781731547998868,0.02072846330702305 |
| 3200,9.502315515419468e-05,0.002195448231708018,0.002188022031499093,3000,0.002188022031499093,2,0.00018594235253127563,0.026070229709148407 |
| 3300,7.944302342366427e-05,0.0020184305849854215,0.0020184305849854215,3300,0.0020184305849854215,0,0.00016631192604066002,0.02410428412258625 |
| 3400,9.230070281773806e-05,0.002461438771246276,0.0020184305849854215,3300,0.0020184305849854215,1,0.00014904706411523563,0.028153272345662117 |
| 3500,4.192463165964e-05,0.0019387828170700176,0.0019387828170700176,3500,0.0019387828170700176,0,0.00013425421036992178,0.01179991103708744 |
| 3600,4.889677438768558e-05,0.0017378406198052675,0.0017378406198052675,3600,0.0017378406198052675,0,0.00012202456766718147,0.009395087137818336 |
| 3700,4.0982395148603246e-05,0.0017435920800211704,0.0017378406198052675,3600,0.0017378406198052675,1,0.00011243353582104592,0.004632467404007912 |
| 3800,4.732116940431297e-05,0.0017545187233513275,0.0017378406198052675,3600,0.0017378406198052675,2,0.00010554024673218821,0.008834699168801308 |
| 3900,4.4459324271883816e-05,0.001744105106673424,0.0017378406198052675,3600,0.0017378406198052675,3,0.00010138719982009241,0.011468985117971897 |
| 4000,4.628701935871504e-05,0.0017601156957089623,0.0017378406198052675,3600,0.0017378406198052675,4,0.0001,0.008190569467842579 |
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