step,training_loss,grad_norm
10,22.5068,10.0
20,18.8363,10.0
30,19.7266,10.000000953674316
40,19.5143,10.0
50,17.4878,10.0
60,18.3481,9.999998092651367
70,16.7073,10.0
80,14.8022,9.999999046325684
90,14.9137,10.0
100,14.1691,9.999999046325684
110,11.5499,9.999999046325684
120,12.8936,9.999999046325684
130,10.3476,9.999999046325684
140,9.7391,10.0
150,8.3266,9.999999046325684
160,7.3206,9.999999046325684
170,6.0548,9.999999046325684
180,5.7582,9.999999046325684
190,4.7212,9.999999046325684
200,4.1021,9.999999046325684
210,3.389,9.999998092651367
220,2.6945,10.0
230,2.9329,8.833589553833008
240,2.4161,8.675914764404297
250,2.1168,4.235414981842041
260,1.9469,6.517295837402344
270,1.9559,6.012010097503662
280,1.7199,4.168774127960205
290,1.631,3.4031617641448975
300,1.5252,4.174244403839111
310,1.5912,5.1216654777526855
320,1.5579,4.537524223327637
330,1.4114,4.715811252593994
340,1.3819,3.8448119163513184
350,1.2501,3.5639779567718506
360,1.3459,4.3761820793151855
370,1.2071,3.3747217655181885
380,1.1267,4.128735542297363
390,1.2108,4.265622615814209
400,1.0731,3.946755886077881
410,1.1241,4.261469841003418
420,1.0002,4.304471492767334
430,1.0882,3.6292243003845215
440,1.0375,3.864095687866211
450,1.0445,2.5760250091552734
460,0.9655,3.2429006099700928
470,0.9524,3.6348257064819336
480,0.9159,3.6124885082244873
490,0.8821,2.9139442443847656
500,0.9585,3.0690360069274902
510,0.8452,3.562246561050415
520,0.8453,3.2517786026000977
530,0.8178,2.585603952407837
540,0.8223,3.484626531600952
550,0.8632,3.090139627456665
560,0.8897,3.2858757972717285
570,0.752,2.7819902896881104
580,0.7761,3.2915682792663574
590,0.7477,2.723717212677002
600,0.7514,3.1058106422424316
610,0.749,3.2341034412384033
620,0.7055,3.2516608238220215
630,0.7183,2.745851755142212
640,0.7727,3.857896327972412
650,0.7171,2.968977689743042
660,0.6805,3.7645368576049805
670,0.7442,3.800222873687744
680,0.708,3.0437042713165283
690,0.6396,2.962008476257324
700,0.6645,3.218923330307007
710,0.652,3.011876106262207
720,0.6455,3.460763931274414
730,0.6209,3.140657663345337
740,0.6232,3.102388620376587
750,0.5748,2.5222113132476807
760,0.629,2.940528631210327
770,0.6092,3.2792904376983643
780,0.5803,3.825962781906128
790,0.5095,3.0300183296203613
800,0.5474,3.3594138622283936
810,0.4884,2.676351547241211
820,0.529,2.8202078342437744
830,0.5266,3.172245979309082
840,0.5022,3.4236273765563965
850,0.5197,5.652413845062256
860,0.6084,4.906666278839111
870,0.5159,2.174189567565918
880,0.4614,2.836184024810791
890,0.4396,3.1725656986236572
900,0.4671,3.1745033264160156
910,0.4345,2.754706382751465
920,0.427,2.6962451934814453
930,0.3845,6.004070281982422
940,0.3959,2.984546661376953
950,0.4377,3.1229772567749023
960,0.3944,2.355842113494873
970,0.4319,4.370340347290039
980,0.3842,5.789109706878662
990,0.351,2.058915615081787
1000,0.3782,3.17315673828125
1010,0.3697,2.263101577758789
1020,0.3715,4.321547985076904
1030,0.3645,2.913867950439453
1040,0.3843,3.9271414279937744
1050,0.372,2.6824159622192383
1060,0.3782,7.761891841888428
1070,0.3723,6.127748966217041
1080,0.3493,4.387645244598389
1090,0.3409,3.392286539077759
1100,0.3527,2.704688787460327
1110,0.3512,2.6262292861938477
1120,0.3474,2.824598789215088
1130,0.34,3.610445976257324
1140,0.3551,5.8690924644470215
1150,0.3464,4.617863655090332
1160,0.342,2.4797372817993164
1170,0.321,2.416668176651001
1180,0.3366,1.9311165809631348
1190,0.2936,4.144107341766357
1200,0.3103,2.653371810913086
1210,0.3131,1.9555829763412476
1220,0.3091,2.3750698566436768
1230,0.2824,1.8612534999847412
1240,0.3135,2.3921687602996826
1250,0.3028,3.922177791595459
1260,0.2585,3.1218388080596924
1270,0.3112,3.600196361541748
1280,0.3178,2.3161754608154297
1290,0.3051,2.6070001125335693
1300,0.3069,6.373875617980957
1310,0.2976,2.658602237701416
1320,0.265,1.6539762020111084
1330,0.2916,1.942548394203186
1340,0.2916,2.6878480911254883
1350,0.2607,2.4389843940734863
1360,0.2913,3.9849908351898193
1370,0.2586,2.067530393600464
1380,0.2538,1.7900687456130981
1390,0.2702,2.548520088195801
1400,0.2607,2.2363171577453613
1410,0.2528,1.49118173122406
1420,0.2278,2.028346538543701
1430,0.2894,4.407096862792969
1440,0.2533,2.8137874603271484
1450,0.2626,3.985759973526001
1460,0.257,2.856581449508667
1470,0.2562,1.9559210538864136
1480,0.2591,8.534598350524902
1490,0.2456,2.064316511154175
1500,0.2294,3.1127564907073975
1510,0.244,1.7136404514312744
1520,0.2358,2.3178341388702393
1530,0.2451,1.618290662765503
1540,0.2399,3.679980754852295
1550,0.2472,3.608736991882324
1560,0.248,3.7841625213623047
1570,0.2265,2.284785509109497
1580,0.2346,2.0480082035064697
1590,0.2512,3.7920682430267334
1600,0.2382,2.8987350463867188
1610,0.2232,3.4297900199890137
1620,0.2582,3.1642563343048096
1630,0.2287,2.6909539699554443
1640,0.233,3.142519474029541
1650,0.2266,2.1298317909240723
1660,0.2183,2.2912378311157227
1670,0.2373,6.165791988372803
1680,0.2174,2.0615882873535156
1690,0.2035,2.8250489234924316
1700,0.2091,1.392001986503601
1710,0.1988,2.1600191593170166
1720,0.2089,2.4729795455932617
1730,0.2241,3.9724936485290527
1740,0.2078,2.447565793991089
1750,0.186,2.0663630962371826
1760,0.2057,3.27291202545166
1770,0.2139,2.061288833618164
1780,0.1993,1.847764015197754
1790,0.2183,1.866258978843689
1800,0.2248,1.7783781290054321
1810,0.1981,2.864287853240967
1820,0.1978,4.224085330963135
1830,0.2172,5.390511512756348
1840,0.1952,2.2227580547332764
1850,0.1974,3.2677724361419678
1860,0.1858,3.047597885131836
1870,0.1904,2.8846960067749023
1880,0.2261,5.5545854568481445
1890,0.1932,3.3793373107910156
1900,0.1959,4.080822467803955
1910,0.1935,2.545504093170166
1920,0.1957,3.8435537815093994
1930,0.1863,2.107966423034668
1940,0.1634,1.5847885608673096
1950,0.1696,2.0564377307891846
1960,0.178,1.829175591468811
1970,0.1823,1.8401718139648438
1980,0.19,1.518024206161499
1990,0.1685,1.2924002408981323
2000,0.1738,1.8097419738769531
2010,0.193,2.3179492950439453
2020,0.1749,1.6918045282363892
2030,0.1754,2.8978335857391357
2040,0.1784,2.9329206943511963
2050,0.165,1.4124631881713867
2060,0.1832,3.744396924972534
2070,0.1622,2.037527084350586
2080,0.1773,2.029078722000122
2090,0.1721,2.221916675567627
2100,0.1746,4.248335361480713
2110,0.1922,2.610610246658325
2120,0.1717,2.5598621368408203
2130,0.1755,3.1730384826660156
2140,0.1794,1.8443784713745117
2150,0.1833,1.8632560968399048
2160,0.1497,2.447023868560791
2170,0.1665,2.880031108856201
2180,0.1901,2.7528343200683594
2190,0.1773,2.5826475620269775
2200,0.1592,1.4924496412277222
2210,0.1664,1.9603389501571655
2220,0.1641,1.9442827701568604
2230,0.1581,2.4834585189819336
2240,0.1652,2.58263897895813
2250,0.1607,2.8564488887786865
2260,0.1503,1.6016993522644043
2270,0.1704,3.382098436355591
2280,0.1601,1.7821900844573975
2290,0.1773,1.8552120923995972
2300,0.1595,5.547412395477295
2310,0.1547,2.9129555225372314
2320,0.1699,2.3348872661590576
2330,0.1685,1.4830378293991089
2340,0.1629,1.847644329071045
2350,0.1684,1.6911790370941162
2360,0.157,2.2485549449920654
2370,0.1596,2.7798032760620117
2380,0.1472,1.0605980157852173
2390,0.1526,2.5315654277801514
2400,0.1486,1.5537950992584229
2410,0.1382,1.7547290325164795
2420,0.1483,1.2096779346466064
2430,0.1347,1.6883271932601929
2440,0.1472,1.3700612783432007
2450,0.1443,1.8312405347824097
2460,0.1652,3.084728240966797
2470,0.1448,1.6049588918685913
2480,0.1384,3.056690216064453
2490,0.1456,1.4204227924346924
2500,0.1346,1.780502200126648
2510,0.1413,1.6641631126403809
2520,0.1483,2.661505699157715
2530,0.1287,1.7020237445831299
2540,0.1454,3.120530843734741
2550,0.1505,1.952549695968628
2560,0.1442,2.317141532897949
2570,0.159,1.7914663553237915
2580,0.1546,1.865297555923462
2590,0.1346,2.512190580368042
2600,0.1515,1.793657898902893
2610,0.1357,2.2656636238098145
2620,0.1528,2.9922118186950684
2630,0.1398,1.2677713632583618
2640,0.1419,2.6793293952941895
2650,0.138,2.192540168762207
2660,0.1445,1.6648849248886108
2670,0.133,2.7867891788482666
2680,0.1398,1.4230400323867798
2690,0.1321,1.3043378591537476
2700,0.1404,1.8993804454803467
2710,0.1306,2.2920901775360107
2720,0.14,2.441755771636963
2730,0.1388,2.2288315296173096
2740,0.148,2.180171489715576
2750,0.1404,1.413601279258728
2760,0.1705,2.146164894104004
2770,0.1394,1.6274569034576416
2780,0.1306,1.1459733247756958
2790,0.1385,2.363154888153076
2800,0.1409,1.8815875053405762
2810,0.1237,1.0020033121109009
2820,0.1343,1.7960294485092163
2830,0.1339,2.1127405166625977
2840,0.1289,1.6027041673660278
2850,0.1336,2.2914061546325684
2860,0.1326,2.3836967945098877
2870,0.1376,2.7229719161987305
2880,0.1295,1.8617745637893677
2890,0.1371,1.9405187368392944
2900,0.1435,1.7713537216186523
2910,0.1392,2.267925977706909
2920,0.1324,5.723395347595215
2930,0.1316,1.5231395959854126
2940,0.1352,2.58475661277771
2950,0.1317,1.8172335624694824
2960,0.129,2.890885591506958
2970,0.1369,2.2124903202056885
2980,0.1408,2.5953354835510254
2990,0.1368,1.546494483947754
3000,0.1265,1.498491883277893
3010,0.1248,1.3934576511383057
3020,0.1226,2.417858600616455
3030,0.12,1.8694000244140625
3040,0.1181,1.2394756078720093
3050,0.1304,3.0385687351226807
3060,0.1271,2.229210376739502
3070,0.1234,1.29719078540802
3080,0.1347,1.2485921382904053
3090,0.1291,2.0114026069641113
3100,0.1266,1.2562974691390991
3110,0.1264,3.161527633666992
3120,0.1255,1.807313084602356
3130,0.1349,1.5926575660705566
3140,0.1233,1.1208754777908325
3150,0.1185,1.7373162508010864
3160,0.1306,2.9216792583465576
3170,0.1216,1.73239004611969
3180,0.1169,1.496998906135559
3190,0.1218,1.3711391687393188
3200,0.1141,1.2291734218597412
3210,0.1305,0.8322218060493469
3220,0.1248,2.868298292160034
3230,0.1316,3.1954240798950195
3240,0.1104,1.965554118156433
3250,0.1232,2.0649049282073975
3260,0.1103,1.0385630130767822
3270,0.1198,1.8142582178115845
3280,0.1206,1.6050846576690674
3290,0.1127,1.965857744216919
3300,0.1294,1.896903395652771
3310,0.1198,1.146978735923767
3320,0.1222,1.1182773113250732
3330,0.1148,2.6661245822906494
3340,0.1191,2.6431782245635986
3350,0.1189,1.7495406866073608
3360,0.1183,1.5522117614746094
3370,0.131,1.2599753141403198
3380,0.115,1.9459216594696045
3390,0.107,1.588059663772583
3400,0.1133,1.122789740562439
3410,0.1192,2.3917124271392822
3420,0.1246,1.315706729888916
3430,0.1184,2.9547386169433594
3440,0.1156,2.4934518337249756
3450,0.115,1.1013526916503906
3460,0.1094,2.1186835765838623
3470,0.1089,2.520172357559204
3480,0.108,1.082594633102417
3490,0.1117,2.3904192447662354
3500,0.1183,3.239933967590332
3510,0.1058,1.036318063735962
3520,0.1082,1.8426185846328735
3530,0.1073,1.5676847696304321
3540,0.1098,1.5012675523757935
3550,0.1083,2.388345956802368
3560,0.11,1.0989902019500732
3570,0.1091,1.258441686630249
3580,0.1154,1.9840456247329712
3590,0.1121,1.3963263034820557
3600,0.1081,2.591499090194702
3610,0.1147,2.89762282371521
3620,0.1154,4.059223651885986
3630,0.1171,1.2247203588485718
3640,0.1107,1.7931718826293945
3650,0.1073,1.262441635131836
3660,0.1033,1.9965428113937378
3670,0.1181,2.4507131576538086
3680,0.1086,2.554474115371704
3690,0.102,1.6425731182098389
3700,0.101,3.343451976776123
3710,0.1084,1.7741366624832153
3720,0.1043,1.9068018198013306
3730,0.1,1.472938895225525
3740,0.1075,3.0229790210723877
3750,0.1148,2.1496288776397705
3760,0.098,1.3330014944076538
3770,0.1007,1.5336401462554932
3780,0.0992,1.8149418830871582
3790,0.0927,2.1076462268829346
3800,0.1074,1.4120737314224243
3810,0.1075,1.6211576461791992
3820,0.1064,1.546942949295044
3830,0.1015,1.325433373451233
3840,0.1102,1.676535725593567
3850,0.0947,1.8080393075942993
3860,0.1025,2.108065605163574
3870,0.1039,1.3051893711090088
3880,0.0931,1.6266459226608276
3890,0.105,1.1131818294525146
3900,0.1035,1.58449125289917
3910,0.0942,2.4707720279693604
3920,0.1014,1.2337470054626465
3930,0.0979,3.9005112648010254
3940,0.1016,1.674184799194336
3950,0.0912,1.2363858222961426
3960,0.1038,1.8357793092727661
3970,0.1144,1.4652931690216064
3980,0.1039,1.5007574558258057
3990,0.0996,1.593176007270813
4000,0.0944,2.1321299076080322
4010,0.094,1.2672358751296997
4020,0.1032,3.1856024265289307
4030,0.0914,1.3784986734390259
4040,0.0944,1.5172570943832397
4050,0.1004,1.6317239999771118
4060,0.0983,1.3906104564666748
4070,0.0939,1.0634759664535522
4080,0.0978,1.2581604719161987
4090,0.0979,1.3899281024932861
4100,0.0958,2.3301615715026855
4110,0.0934,1.7254992723464966
4120,0.0848,2.593278646469116
4130,0.0908,2.8300726413726807
4140,0.1023,4.140775680541992
4150,0.0951,1.1437547206878662
4160,0.0914,1.8804363012313843
4170,0.1021,2.375953197479248
4180,0.0922,3.1011462211608887
4190,0.0968,1.399586796760559
4200,0.0992,1.3871341943740845
4210,0.0931,1.6374017000198364
4220,0.0814,1.271931767463684
4230,0.0896,1.4610873460769653
4240,0.0924,1.0431958436965942
4250,0.0891,1.980322003364563
4260,0.0955,1.7843390703201294
4270,0.0986,1.2063260078430176
4280,0.0922,1.7496864795684814
4290,0.0956,1.7658116817474365
4300,0.093,2.8196160793304443
4310,0.0985,1.6915873289108276
4320,0.0986,2.5109262466430664
4330,0.1177,2.9208717346191406
4340,0.107,1.6971720457077026
4350,0.0948,1.2264964580535889
4360,0.0928,1.9838638305664062
4370,0.0944,2.145590305328369
4380,0.0859,1.5699970722198486
4390,0.0884,0.9068634510040283
4400,0.0949,3.2168760299682617
4410,0.0963,1.9948147535324097
4420,0.0856,1.3386187553405762
4430,0.0856,1.319591760635376
4440,0.0871,1.4788808822631836
4450,0.0825,1.4223130941390991
4460,0.0898,1.0989586114883423
4470,0.0921,1.7585619688034058
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8860,0.0561,1.0696643590927124
8870,0.0599,0.933754563331604
8880,0.0647,0.7823619842529297
8890,0.0601,1.358246922492981
8900,0.0612,1.4468740224838257
8910,0.0698,0.7490371465682983
8920,0.0612,0.8953749537467957
8930,0.0594,0.9325644969940186
8940,0.0607,1.1461488008499146
8950,0.0578,0.9098509550094604
8960,0.0569,1.168971061706543
8970,0.0571,1.0563980340957642
8980,0.0562,0.7720224857330322
8990,0.0569,0.882794201374054
9000,0.0597,1.3799327611923218
9010,0.0572,1.0333195924758911
9020,0.0557,0.8997345566749573
9030,0.0521,1.092711329460144
9040,0.0531,0.6444007158279419
9050,0.0564,1.224133849143982
9060,0.0576,0.9511125087738037
9070,0.0586,1.3830136060714722
9080,0.0539,1.0599769353866577
9090,0.0562,0.9479827880859375
9100,0.0551,1.5984773635864258
9110,0.058,1.658001184463501
9120,0.0582,1.6213675737380981
9130,0.0536,1.0367664098739624
9140,0.055,1.2975958585739136
9150,0.0537,0.6076385974884033
9160,0.0608,1.2963193655014038
9170,0.0579,0.6245517134666443
9180,0.0599,1.3021135330200195
9190,0.0554,2.167691230773926
9200,0.0636,1.0251929759979248
9210,0.0619,0.8444894552230835
9220,0.0561,1.4168248176574707
9230,0.0669,2.6549530029296875
9240,0.058,1.3775805234909058
9250,0.0545,1.1532154083251953
9260,0.058,0.8683978319168091
9270,0.0581,0.8090487122535706
9280,0.0568,0.823619544506073
9290,0.0593,1.5152907371520996
9300,0.0548,0.8379788994789124
9310,0.0514,1.3526450395584106
9320,0.0568,1.3965891599655151
9330,0.0546,1.2241098880767822
9340,0.0544,0.8197343349456787
9350,0.0548,1.175667643547058
9360,0.0606,1.2467360496520996
9370,0.0619,0.8223271369934082
9375,nan,nan