step,training_loss,grad_norm
10,28.3701,10.0
20,24.5207,10.0
30,22.6885,10.0
40,25.2666,10.0
50,23.0791,10.0
60,23.3554,9.999999046325684
70,23.0232,10.000000953674316
80,21.8077,10.0
90,20.0271,9.999999046325684
100,17.0629,9.999999046325684
110,18.8398,9.999999046325684
120,15.8197,9.999998092651367
130,14.2088,9.999998092651367
140,14.0394,10.0
150,14.3635,10.0
160,11.0378,10.0
170,10.8982,9.999999046325684
180,9.9566,9.999998092651367
190,10.2806,9.999999046325684
200,9.8932,9.999999046325684
210,8.1511,10.0
220,8.07,9.999998092651367
230,8.0589,9.999999046325684
240,6.8857,9.999998092651367
250,6.7318,9.999999046325684
260,7.0872,10.0
270,6.5861,9.999999046325684
280,6.3828,10.0
290,6.0198,10.0
300,6.2239,9.999999046325684
310,5.7589,9.999999046325684
320,5.4196,9.999998092651367
330,5.6412,9.999999046325684
340,5.2791,10.0
350,5.5189,10.0
360,5.0969,10.0
370,5.2089,9.999999046325684
380,6.2735,9.999999046325684
390,5.1972,9.999999046325684
400,4.791,9.999998092651367
410,5.139,10.0
420,5.1234,9.999998092651367
430,4.763,9.726828575134277
440,5.0725,10.0
450,4.708,10.0
460,4.3924,9.999999046325684
470,4.3606,8.861834526062012
480,4.2736,9.999999046325684
490,4.5541,9.999999046325684
500,4.3459,8.72944450378418
510,4.0927,9.999999046325684
520,4.1877,9.396402359008789
530,3.9887,6.486421585083008
540,4.1643,9.999999046325684
550,4.0236,8.012758255004883
560,3.9494,9.999999046325684
570,3.7742,9.999998092651367
580,3.817,9.999999046325684
590,3.8002,10.0
600,3.5841,9.999998092651367
610,3.7045,9.999998092651367
620,3.3623,9.999999046325684
630,3.3953,9.999998092651367
640,3.5513,7.71815824508667
650,3.3845,7.819033145904541
660,3.2571,9.44756031036377
670,3.1949,5.626587390899658
680,3.05,9.968693733215332
690,3.378,9.028199195861816
700,3.2383,9.999999046325684
710,3.2572,10.0
720,3.2422,9.906242370605469
730,3.199,7.099668025970459
740,2.9136,6.1059136390686035
750,3.0956,8.184073448181152
760,2.9784,7.790270805358887
770,3.042,9.385482788085938
780,3.0201,9.105142593383789
790,2.8601,9.999999046325684
800,3.0558,9.999999046325684
810,2.9531,7.617279052734375
820,2.9163,7.272448539733887
830,3.0416,10.0
840,3.0136,6.786662578582764
850,2.8705,6.918086051940918
860,2.9016,9.991483688354492
870,2.7265,6.9515581130981445
880,2.8442,8.731250762939453
890,2.7234,7.565758228302002
900,3.0467,7.732306003570557
910,2.9938,9.999999046325684
920,2.7438,7.414172649383545
930,2.8815,8.1228609085083
940,2.6688,6.716073513031006
950,2.7251,5.223897933959961
960,2.5746,7.797822952270508
970,2.6461,6.63670539855957
980,2.7993,10.0
990,2.7401,7.738500595092773
1000,2.6068,8.710482597351074
1010,2.6246,6.2432684898376465
1020,2.7303,7.530930519104004
1030,2.7558,9.89444637298584
1040,2.8216,9.999998092651367
1050,2.81,5.699310302734375
1060,2.797,9.999999046325684
1070,2.6244,5.669271469116211
1080,2.7266,9.576983451843262
1090,2.8692,5.313910007476807
1100,2.6439,8.139154434204102
1110,2.6079,6.6432600021362305
1120,2.7581,9.999999046325684
1130,2.6304,4.576703071594238
1140,2.5335,5.5572285652160645
1150,2.4998,7.863306045532227
1160,2.6284,8.850831031799316
1170,2.6882,6.468632221221924
1180,2.4775,5.677201271057129
1190,2.7046,4.348922252655029
1200,2.5728,7.337803363800049
1210,2.5674,9.881601333618164
1220,2.545,7.198265552520752
1230,2.7013,4.9246907234191895
1240,2.5742,5.395358085632324
1250,2.6272,6.851541042327881
1260,2.5673,6.056896209716797
1270,2.8856,6.445649147033691
1280,2.6714,7.691575527191162
1290,2.6481,5.955436706542969
1300,2.5761,9.62521743774414
1310,2.5133,4.644749641418457
1320,2.4743,4.176416397094727
1330,2.5556,6.192687511444092
1340,2.4436,4.459692001342773
1350,2.4914,6.155325412750244
1360,2.4705,4.706230163574219
1370,2.4537,6.316796779632568
1380,2.3581,7.529996395111084
1390,2.4923,7.215747356414795
1400,2.423,6.232388973236084
1410,2.567,4.451657772064209
1420,2.4042,5.643525123596191
1430,2.4591,9.999999046325684
1440,2.5524,7.8325514793396
1450,2.4915,7.601844310760498
1460,2.5315,10.0
1470,2.4169,5.353204250335693
1480,2.4273,9.473418235778809
1490,2.6286,9.468120574951172
1500,2.6011,5.575021743774414
1510,2.3283,7.234686374664307
1520,2.3356,4.9356184005737305
1530,2.3931,5.09841775894165
1540,2.3976,5.874563694000244
1550,2.5013,6.544667720794678
1560,2.4145,7.496267795562744
1570,2.5783,6.886484146118164
1580,2.3237,5.7106547355651855
1590,2.4852,4.9011125564575195
1600,2.4273,4.599292755126953
1610,2.3425,5.276413440704346
1620,2.4555,9.41219425201416
1630,2.3372,8.96435260772705
1640,2.5085,6.9553985595703125
1650,2.4528,5.708377838134766
1660,2.3779,8.115442276000977
1670,2.2828,4.635824680328369
1680,2.4229,3.9847660064697266
1690,2.2189,7.811954975128174
1700,2.3237,6.775632858276367
1710,2.4138,9.999999046325684
1720,2.4619,5.420886039733887
1730,2.4588,5.865475177764893
1740,2.4464,6.2092509269714355
1750,2.4011,7.776535511016846
1760,2.355,6.631662368774414
1770,2.5012,6.007630825042725
1780,2.5772,9.999998092651367
1790,2.5464,5.767541408538818
1800,2.453,7.417142868041992
1810,2.5931,5.6994733810424805
1820,2.4631,7.309426784515381
1830,2.5555,5.572476863861084
1840,2.2597,6.397329330444336
1850,2.3108,4.919052600860596
1860,2.3109,8.084444999694824
1870,2.523,6.542473316192627
1880,2.591,9.999998092651367
1890,2.1992,10.0
1900,2.2673,8.659969329833984
1910,2.2571,6.26581335067749
1920,2.4292,4.025020122528076
1930,2.4198,8.125853538513184
1940,2.3154,9.907950401306152
1950,2.2819,4.589335918426514
1960,2.2328,3.842802047729492
1970,2.3952,9.061366081237793
1980,2.4474,3.815833330154419
1990,2.4021,8.364211082458496
2000,2.5195,5.37713623046875
2010,2.3142,8.178314208984375
2020,2.1985,7.809556007385254
2030,2.2352,9.732132911682129
2040,2.1969,6.2440571784973145
2050,2.3256,5.272789478302002
2060,2.4389,9.74461555480957
2070,2.4185,4.720157146453857
2080,2.4403,6.901200294494629
2090,2.3017,6.6285624504089355
2100,2.4988,5.480203628540039
2110,2.355,6.834201335906982
2120,2.5405,5.478670120239258
2130,2.2928,8.395478248596191
2140,2.2259,7.398046016693115
2150,2.2555,8.656116485595703
2160,2.4798,9.999999046325684
2170,2.5535,4.557366847991943
2180,2.1993,4.364936351776123
2190,2.3593,6.322412014007568
2200,2.3772,6.9465789794921875
2210,2.332,6.708092212677002
2220,2.3298,5.4256768226623535
2230,2.244,4.8214850425720215
2240,2.516,4.757294654846191
2250,2.5106,8.969782829284668
2260,2.5074,5.573437690734863
2270,2.2634,6.883465766906738
2280,2.3059,6.035622596740723
2290,2.3145,6.905811309814453
2300,2.3089,6.611968517303467
2310,2.3344,8.46692180633545
2320,2.2796,7.151182174682617
2330,2.2586,3.971759080886841
2340,2.2539,6.936121940612793
2350,2.1336,4.994493007659912
2360,2.2772,5.026124000549316
2370,2.2297,8.548295974731445
2380,2.2928,6.2121901512146
2390,2.3334,6.6148810386657715
2400,2.4213,4.6633758544921875
2410,2.2479,6.86946439743042
2420,2.1996,7.258929252624512
2430,2.2665,6.279372215270996
2440,2.4074,8.62110710144043
2450,3.6339,10.000000953674316
2460,2.3271,4.590153217315674
2470,2.2559,5.067539691925049
2480,2.3426,4.031103610992432
2490,2.1718,8.196564674377441
2500,2.5061,4.67139196395874
2510,2.2068,6.368116855621338
2520,2.3294,8.849568367004395
2530,2.3293,5.521136283874512
2540,2.3748,7.696922302246094
2550,2.0888,7.695867538452148
2560,2.2417,4.007026672363281
2570,2.397,5.373133659362793
2580,2.3619,7.045199871063232
2590,2.2644,6.271018028259277
2600,2.5374,8.043970108032227
2610,2.2779,6.158629894256592
2620,2.2478,3.6692025661468506
2630,2.152,6.483317852020264
2640,2.4605,5.592394828796387
2650,2.4734,5.773263931274414
2660,2.2845,5.897200584411621
2670,2.1883,6.476402759552002
2680,2.4448,5.920806884765625
2690,2.1579,4.258580207824707
2700,2.2095,4.463003635406494
2710,2.3664,8.6676607131958
2720,2.4029,8.912688255310059
2730,2.2843,6.20881986618042
2740,2.2651,7.998341083526611
2750,2.3149,9.811906814575195
2760,2.4565,8.817770957946777
2770,2.2516,4.727315902709961
2780,2.0967,6.4811859130859375
2790,2.3187,9.999999046325684
2800,2.2366,9.609201431274414
2810,2.2946,6.191689968109131
2820,2.2624,9.036121368408203
2830,2.4489,3.915534257888794
2840,2.1291,7.408352851867676
2850,2.322,8.331685066223145
2860,2.4402,5.713507175445557
2870,2.1427,5.220091342926025
2880,2.2149,5.63717794418335
2890,2.4356,8.326608657836914
2900,2.1894,6.667220592498779
2910,2.2346,7.291802883148193
2920,2.3652,5.355696678161621
2930,2.1491,7.320453643798828
2940,2.1797,6.482708930969238
2950,2.186,8.68603515625
2960,2.2185,7.641050815582275
2970,2.3927,7.222169876098633
2980,2.3365,4.246700763702393
2990,2.1232,6.096432685852051
3000,2.2176,5.851985454559326
3010,2.4043,7.797232627868652
3020,2.2836,5.3702521324157715
3030,2.2188,8.7493257522583
3040,2.3706,10.0
3050,2.442,8.834953308105469
3060,2.3874,7.613494873046875
3070,2.1254,5.66098165512085
3080,2.2545,8.746124267578125
3090,2.1841,9.96347713470459
3100,2.3754,8.428536415100098
3110,2.2303,6.405836582183838
3120,2.1851,7.094132423400879
3130,2.2898,5.770329475402832
3140,2.3988,4.412771701812744
3150,2.35,9.633313179016113
3160,2.1658,7.720678806304932
3170,2.1582,7.196460723876953
3180,2.3164,3.8286609649658203
3190,2.2672,7.099523067474365
3200,2.2812,6.283836364746094
3210,2.1724,4.959673881530762
3220,2.159,9.999998092651367
3230,2.3596,4.327045440673828
3240,2.3693,7.3624653816223145
3250,2.3983,8.922405242919922
3260,2.1969,6.19892692565918
3270,2.2934,6.3894524574279785
3280,2.2858,7.240560054779053
3290,2.2498,6.6486992835998535
3300,2.2005,7.461024761199951
3310,2.2171,9.999999046325684
3320,2.0921,6.346460342407227
3330,2.2411,6.42893648147583
3340,2.0989,5.788027286529541
3350,2.3168,9.999999046325684
3360,2.2532,5.730334758758545
3370,2.1161,7.052060127258301
3380,2.2371,4.694394588470459
3390,2.5154,6.626163482666016
3400,2.1627,7.122054576873779
3410,2.072,6.109677791595459
3420,2.354,7.214818000793457
3430,2.3704,9.6759672164917
3440,2.3059,4.210315227508545
3450,2.3811,6.809922218322754
3460,2.4183,5.466648578643799
3470,2.2508,8.649759292602539
3480,2.1897,4.219826698303223
3490,2.1246,6.436397552490234
3500,2.5233,9.999999046325684
3510,2.3533,10.0
3520,2.2338,3.651031732559204
3530,2.2797,5.527792453765869
3540,2.1877,4.227158546447754
3550,2.1618,6.878480434417725
3560,2.1245,5.831515789031982
3570,2.1778,3.441094160079956
3580,1.9831,7.330443382263184
3590,2.1796,8.98618221282959
3600,2.3529,4.757387638092041
3610,2.3361,3.5186734199523926
3620,2.1439,6.991964340209961
3630,2.1227,6.133205413818359
3640,2.2649,4.490849018096924
3650,2.2646,6.143466949462891
3660,2.2631,4.09475040435791
3670,2.2013,9.874448776245117
3680,2.2698,7.732521057128906
3690,2.1787,5.697376251220703
3700,2.1337,6.074872970581055
3710,2.1082,7.495859622955322
3720,2.2119,5.88323450088501
3730,2.1251,4.20490837097168
3740,2.3263,7.4095540046691895
3750,2.0824,5.438231468200684
3760,2.37,7.119965553283691
3770,2.3092,4.426470756530762
3780,2.1568,5.602468490600586
3790,2.0438,4.94999361038208
3800,2.2386,6.560863494873047
3810,3.1694,9.445927619934082
3820,2.2535,6.8221564292907715
3830,2.1744,6.22130012512207
3840,2.5386,5.471611499786377
3850,2.1352,3.5220141410827637
3860,2.2617,6.965565204620361
3870,2.1913,5.471559047698975
3880,2.2588,7.852587699890137
3890,2.1421,3.5346343517303467
3900,2.3086,8.021695137023926
3910,2.1955,5.215954780578613
3920,2.0465,6.547055244445801
3930,2.2372,8.973469734191895
3940,2.2969,8.85340404510498
3950,2.1088,8.8905029296875
3960,2.2229,3.574281930923462
3970,2.0212,6.460089683532715
3980,2.2653,6.969429969787598
3990,2.2088,6.06675386428833
4000,2.1276,9.980952262878418
4010,2.2661,5.178830146789551
4020,2.1305,9.019587516784668
4030,2.1621,6.0943074226379395
4040,2.0759,3.6441543102264404
4050,2.1728,4.56536865234375
4060,2.1825,4.460301876068115
4070,2.2135,4.983593940734863
4080,2.3566,6.907173156738281
4090,2.2541,5.130218982696533
4100,1.9409,4.747898578643799
4110,2.2585,4.745423793792725
4120,2.0822,6.524007320404053
4130,2.0697,8.787076950073242
4140,2.1111,3.5528957843780518
4150,2.1446,5.02815580368042
4160,2.0923,3.4902503490448
4170,2.291,4.021839141845703
4180,2.1877,5.555225372314453
4190,2.0687,6.962709426879883
4200,2.3351,10.0
4210,2.2501,4.848272800445557
4220,2.1061,5.333714962005615
4230,2.1438,6.211556434631348
4240,2.1886,8.62783145904541
4250,2.2546,7.506083965301514
4260,2.3712,5.266780376434326
4270,2.1088,9.855100631713867
4280,2.347,3.677947759628296
4290,2.2568,7.6731276512146
4300,2.0683,5.236011505126953
4310,2.1171,6.686437606811523
4320,2.2386,10.0
4330,2.1134,4.5010986328125
4340,2.4407,3.935786724090576
4350,2.2234,6.398930072784424
4360,2.1862,8.995603561401367
4370,2.1446,8.50732421875
4380,2.1897,8.399739265441895
4390,2.1621,9.738068580627441
4400,2.2949,7.87959098815918
4410,2.0071,6.368355751037598
4420,2.2448,5.002744197845459
4430,2.3409,4.510824203491211
4440,2.1176,6.529369831085205
4450,2.0862,9.94469165802002
4460,2.4251,5.885842323303223
4470,1.9864,6.890707492828369
4480,2.1435,4.47102689743042
4490,2.0326,4.225493431091309
4500,2.1564,4.37125825881958
4510,2.0743,8.290303230285645
4520,2.2523,5.776940822601318
4530,2.1078,4.822579383850098
4540,2.0797,5.790931224822998
4550,2.1237,5.75389289855957
4560,2.2125,7.504802227020264
4570,2.1611,4.340479850769043
4580,2.2023,8.178547859191895
4590,2.1268,9.241583824157715
4600,2.1976,4.36149263381958
4610,2.1717,9.999999046325684
4620,1.9805,5.395240306854248
4630,2.2378,5.555797576904297
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9100,1.9678,2.766772985458374
9110,2.1135,3.434525966644287
9120,2.127,4.80876350402832
9130,1.9927,5.191465377807617
9140,2.0743,6.8004631996154785
9150,2.0535,3.939542531967163
9160,2.2046,3.9124600887298584
9170,2.0143,6.297423362731934
9180,2.0839,5.202453136444092
9190,1.985,6.202855587005615
9200,2.1004,4.195956230163574
9210,1.9329,4.236852645874023
9220,2.2291,5.220149040222168
9230,2.057,9.999998092651367
9240,1.9977,6.199564456939697
9250,2.0441,5.6598734855651855
9260,2.1307,3.8681833744049072
9270,2.0349,4.755743503570557
9280,2.0914,5.985792636871338
9290,1.8999,4.568302154541016
9300,2.0736,3.314087390899658
9310,1.9899,4.549111366271973
9320,2.0542,3.963134288787842
9330,2.1633,4.205166816711426
9340,2.135,4.5056657791137695
9350,2.0926,4.240407466888428
9360,1.8936,3.3892221450805664
9370,1.9597,5.6661481857299805
9375,nan,nan