| step,train_normalized_mse,val_rmse_original,raw_best_val_rmse,raw_best_step,convergence_ref,bad_evals,lr,grad_norm_preclip |
| 1,0.15950140357017517,0.10022981383242838,0.10022981383242838,1,0.10022981383242838,0,0.002999999583626086,0.13181614875793457 |
| 100,0.004853266756981611,0.020638329270277676,0.020638329270277676,100,0.020638329270277676,0,0.002995838400539725,0.10172875970602036 |
| 200,0.0030557538848370314,0.013134027043274855,0.013134027043274855,200,0.013134027043274855,0,0.002983379259803439,0.05793552100658417 |
| 300,0.002865565475076437,0.016012367582122797,0.013134027043274855,200,0.013134027043274855,0,0.0029626993925368672,0.04666457325220108 |
| 400,0.001243283855728805,0.012910759524463519,0.012910759524463519,400,0.012910759524463519,0,0.002933926296998461,0.017588086426258087 |
| 500,0.0005492986529134214,0.01129428540908584,0.01129428540908584,500,0.01129428540908584,0,0.0028972373688902417,0.10230020433664322 |
| 600,0.0011196760460734367,0.010129679808527277,0.010129679808527277,600,0.010129679808527277,0,0.0028528588076543026,0.05424518883228302 |
| 700,0.0008124993182718754,0.009572340665746583,0.009572340665746583,700,0.009572340665746583,0,0.0028010642218780283,0.03185185790061951 |
| 800,0.0008685881039127707,0.010023506024977478,0.009572340665746583,700,0.009572340665746583,0,0.0027421729424061806,0.030824916437268257 |
| 900,0.0017597255064174533,0.009742273352431156,0.009572340665746583,700,0.009572340665746583,0,0.0026765480535600426,0.05203503370285034 |
| 1000,0.001377700362354517,0.009787290120220431,0.009572340665746583,700,0.009572340665746583,0,0.002604594154601841,0.017902465537190437 |
| 1100,0.0011370130814611912,0.010145460251249057,0.009572340665746583,700,0.009572340665746583,0,0.0025267548652457487,0.06387478858232498 |
| 1200,0.0009714497136883438,0.00973943830549866,0.009572340665746583,700,0.009572340665746583,0,0.0024435100905948375,0.06227034330368042 |
| 1300,0.00254660751670599,0.009128167886377403,0.009128167886377403,1300,0.009128167886377403,0,0.0023553730623665295,0.03554400056600571 |
| 1400,0.0014527355087921023,0.00886801736515453,0.00886801736515453,1400,0.00886801736515453,0,0.0022628871746483837,0.0489807091653347 |
| 1500,0.0016602417454123497,0.008555952670485336,0.008555952670485336,1500,0.008555952670485336,0,0.0021666226336928733,0.015260033309459686 |
| 1600,0.001581232761964202,0.009364993969996968,0.008555952670485336,1500,0.008555952670485336,1,0.002067172942406194,0.07187604159116745 |
| 1700,0.001884795492514968,0.00885340617465677,0.008555952670485336,1500,0.008555952670485336,2,0.0019651512412054983,0.0671297237277031 |
| 1800,0.0007532242452725768,0.00936155868414618,0.008555952670485336,1500,0.008555952670485336,3,0.0018611865278043444,0.048876721411943436 |
| 1900,0.0001833119022194296,0.009672299276282681,0.008555952670485336,1500,0.008555952670485336,4,0.0017559197792326327,0.03971705213189125 |
| 2000,0.0019347937777638435,0.00917329135282575,0.008555952670485336,1500,0.008555952670485336,5,0.0016500000000000481,0.032054781913757324 |
| 2100,0.0007294907700270414,0.007763744871310216,0.007763744871310216,2100,0.007763744871310216,0,0.0015440802207674627,0.062350083142519 |
| 2200,0.0006668191635981202,0.006218640294978942,0.006218640294978942,2200,0.006218640294978942,0,0.0014388134721957445,0.03614423796534538 |
| 2300,0.0010779787553474307,0.006837885732142809,0.006218640294978942,2200,0.006218640294978942,1,0.0013348487587945893,0.0603250116109848 |
| 2400,0.0008715818403288722,0.006179493262075559,0.006179493262075559,2400,0.006179493262075559,0,0.0012328270575938838,0.024634497240185738 |
| 2500,0.0012785641010850668,0.006711043340060422,0.006179493262075559,2400,0.006179493262075559,1,0.001133377366307185,0.05208680033683777 |
| 2600,0.0008892079349607229,0.005903539771511861,0.005903539771511861,2600,0.005903539771511861,0,0.0010371128253516622,0.033684976398944855 |
| 2700,0.0004950789152644575,0.006161378608848259,0.005903539771511861,2600,0.005903539771511861,1,0.0009446269376335129,0.018565936014056206 |
| 2800,0.0004894988378509879,0.0054483228090051235,0.0054483228090051235,2800,0.0054483228090051235,0,0.0008564899094051992,0.019406912848353386 |
| 2900,0.0006840727292001247,0.005371305775157415,0.005371305775157415,2900,0.005371305775157415,0,0.0007732451347542846,0.018111344426870346 |
| 3000,0.0002812473103404045,0.005672465115475652,0.005371305775157415,2900,0.005371305775157415,1,0.0006954058453981887,0.020432662218809128 |
| 3100,0.0002553348313085735,0.005399009928174197,0.005371305775157415,2900,0.005371305775157415,2,0.0006234519464399809,0.013540543615818024 |
| 3200,0.00025588247808627784,0.005271314408676086,0.005271314408676086,3200,0.005271314408676086,0,0.0005578270575938389,0.0150323286652565 |
| 3300,0.0004334944242145866,0.005288892826395753,0.005271314408676086,3200,0.005271314408676086,1,0.0004989357781219893,0.013124793767929077 |
| 3400,0.0004480803036130965,0.005200010261095981,0.005200010261095981,3400,0.005200010261095981,0,0.00044714119234571365,0.013258401304483414 |
| 3500,0.0004530652076937258,0.005232086298967332,0.005200010261095981,3400,0.005200010261095981,1,0.0004027626311097703,0.01616879738867283 |
| 3600,0.000645848922431469,0.00519136380815896,0.00519136380815896,3600,0.00519136380815896,0,0.0003660737030015475,0.02349202148616314 |
| 3700,0.0006209532730281353,0.005300100472538049,0.00519136380815896,3600,0.00519136380815896,1,0.00033730060746313927,0.03012264147400856 |
| 3800,0.0004061789659317583,0.0052423303628387555,0.00519136380815896,3600,0.00519136380815896,2,0.0003166207401965652,0.008907768875360489 |
| 3900,0.0008028687443584204,0.005263239295720708,0.00519136380815896,3600,0.00519136380815896,3,0.00030416159946027743,0.011250334791839123 |
| 4000,0.00041456951294094324,0.005112950927628173,0.005112950927628173,4000,0.005112950927628173,0,0.00030000000000000003,0.011394696310162544 |
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