| step,train_normalized_mse,val_rmse_original,raw_best_val_rmse,raw_best_step,convergence_ref,bad_evals,lr,grad_norm_preclip |
| 1,0.3074377179145813,0.2809582706426731,0.2809582706426731,1,0.2809582706426731,0,0.0009999998612086952,6.98640251159668 |
| 100,0.0038401931524276733,0.020890740007780326,0.020890740007780326,100,0.020890740007780326,0,0.0009986128001799014,0.1074267327785492 |
| 200,0.0014441031962633133,0.012160763471102771,0.012160763471102771,200,0.012160763471102771,0,0.0009944597532678013,0.07686249166727066 |
| 300,0.000761629780754447,0.009632302768603154,0.009632302768603154,300,0.009632302768603154,0,0.0009875664641789386,0.03158615529537201 |
| 400,0.0008940373081713915,0.006343896363323224,0.006343896363323224,400,0.006343896363323224,0,0.0009779754323327979,0.08513806760311127 |
| 500,0.0010685211746022105,0.011188835459662516,0.006343896363323224,400,0.006343896363323224,0,0.0009657457896300575,0.08424542099237442 |
| 600,0.0008564454037696123,0.005230663826756778,0.005230663826756778,600,0.005230663826756778,0,0.0009509529358847449,0.07391514629125595 |
| 700,0.000721978023648262,0.0046358210722558125,0.0046358210722558125,700,0.0046358210722558125,0,0.0009336880739593209,0.08358598500490189 |
| 800,0.0003679660730995238,0.005056933297241055,0.0046358210722558125,700,0.0046358210722558125,0,0.0009140576474687066,0.047529466450214386 |
| 900,0.000784165458753705,0.0051028641318496435,0.0046358210722558125,700,0.0046358210722558125,0,0.0008921826845199947,0.148478701710701 |
| 1000,0.0017129830084741116,0.007382739422932071,0.0046358210722558125,700,0.0046358210722558125,0,0.0008681980515339277,0.25288042426109314 |
| 1100,0.0006784171564504504,0.006320355635249054,0.0046358210722558125,700,0.0046358210722558125,0,0.0008422516217485647,0.09138964861631393 |
| 1200,0.0002629254013299942,0.005986265397558748,0.0046358210722558125,700,0.0046358210722558125,0,0.0008145033635315951,0.035633135586977005 |
| 1300,0.0001928437704918906,0.003678570687466319,0.003678570687466319,1300,0.003678570687466319,0,0.00078512435412216,0.03884038329124451 |
| 1400,0.0003001088625751436,0.004881307669928393,0.003678570687466319,1300,0.003678570687466319,0,0.0007542957248827793,0.07462587207555771 |
| 1500,0.0001896824687719345,0.003718119708681302,0.003678570687466319,1300,0.003678570687466319,1,0.0007222075445642749,0.022325577214360237 |
| 1600,0.0002525971212889999,0.0031981315522848267,0.0031981315522848267,1600,0.0031981315522848267,0,0.0006890576474687118,0.055216625332832336 |
| 1700,0.00012658225023187697,0.002896473246171386,0.002896473246171386,1700,0.002896473246171386,0,0.0006550504137351434,0.03104287013411522 |
| 1800,0.0001993398618651554,0.005750200435825097,0.002896473246171386,1700,0.002896473246171386,1,0.0006203955092680901,0.036146655678749084 |
| 1900,0.00011860088852699846,0.003420773661537186,0.002896473246171386,1700,0.002896473246171386,2,0.0005853065930775174,0.014452374540269375 |
| 2000,0.00015476944099646062,0.004794185541641249,0.002896473246171386,1700,0.002896473246171386,3,0.0005499999999999908,0.027554234489798546 |
| 2100,9.830115595832467e-05,0.002583927744372106,0.002583927744372106,2100,0.002583927744372106,0,0.0005146934069224638,0.023658163845539093 |
| 2200,8.638478902867064e-05,0.002592354911308475,0.002583927744372106,2100,0.002583927744372106,1,0.0004796044907318921,0.018725652247667313 |
| 2300,0.00010803808982018381,0.0030012417655495504,0.002583927744372106,2100,0.002583927744372106,2,0.00044494958626483896,0.01805419661104679 |
| 2400,0.00012719142250716686,0.0022985972274718342,0.0022985972274718342,2400,0.0022985972274718342,0,0.00041094235253127037,0.034097108989953995 |
| 2500,0.00012002971925539896,0.0020278492347667603,0.0020278492347667603,2500,0.0020278492347667603,0,0.0003777924554357066,0.05047706887125969 |
| 2600,6.483883771579713e-05,0.0021490052944129466,0.0020278492347667603,2500,0.0020278492347667603,1,0.00034570427511720133,0.006891533266752958 |
| 2700,7.032125722616911e-05,0.002041179153991844,0.0020278492347667603,2500,0.0020278492347667603,2,0.00031487564587782203,0.02301480807363987 |
| 2800,6.620428030146286e-05,0.0018280015833894794,0.0018280015833894794,2800,0.0018280015833894794,0,0.00028549663646838753,0.02232309617102146 |
| 2900,7.614109199494123e-05,0.00220399735120429,0.0018280015833894794,2800,0.0018280015833894794,1,0.00025774837825141893,0.04257889464497566 |
| 3000,5.707544187316671e-05,0.0018661795994942337,0.0018280015833894794,2800,0.0018280015833894794,2,0.0002318019484660563,0.017971383407711983 |
| 3100,6.004869283060543e-05,0.0018635790086055277,0.0018280015833894794,2800,0.0018280015833894794,3,0.00020781731547998868,0.01832093484699726 |
| 3200,4.597589577315375e-05,0.0017005679373475076,0.0017005679373475076,3200,0.0017005679373475076,0,0.00018594235253127563,0.007204140070825815 |
| 3300,4.6533707063645124e-05,0.001708541070323979,0.0017005679373475076,3200,0.0017005679373475076,1,0.00016631192604066002,0.008139211684465408 |
| 3400,5.437018990051001e-05,0.0017121358297344067,0.0017005679373475076,3200,0.0017005679373475076,2,0.00014904706411523563,0.01544778048992157 |
| 3500,4.316353442845866e-05,0.001603985800510474,0.001603985800510474,3500,0.001603985800510474,0,0.00013425421036992178,0.007269285619258881 |
| 3600,4.2111620132345706e-05,0.0016076701778147571,0.001603985800510474,3500,0.001603985800510474,1,0.00012202456766718147,0.010579042136669159 |
| 3700,3.328000821056776e-05,0.0016158426366025113,0.001603985800510474,3500,0.001603985800510474,2,0.00011243353582104592,0.009493065997958183 |
| 3800,5.197652353672311e-05,0.001726711005851205,0.001603985800510474,3500,0.001603985800510474,3,0.00010554024673218821,0.01265812013298273 |
| 3900,4.465444362722337e-05,0.0014947443944741984,0.0014947443944741984,3900,0.0014947443944741984,0,0.00010138719982009241,0.018761081621050835 |
| 4000,4.580642416840419e-05,0.0017281078559743936,0.0014947443944741984,3900,0.0014947443944741984,1,0.0001,0.01753193885087967 |
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