step,training_loss,grad_norm
10,361.0054,9.999999046325684
20,359.1385,10.0
30,330.8318,10.0
40,321.4213,10.0
50,335.4636,10.0
60,356.1193,9.999999046325684
70,319.8298,10.000000953674316
80,345.417,10.0
90,326.4534,9.999999046325684
100,286.1402,9.999999046325684
110,287.7068,10.0
120,301.5008,10.0
130,241.9897,9.999999046325684
140,267.5026,10.000000953674316
150,273.1965,9.999999046325684
160,246.8897,10.0
170,266.4576,10.0
180,236.3172,10.0
190,249.1142,9.999999046325684
200,241.7668,10.000000953674316
210,237.8497,10.0
220,242.37,10.000000953674316
230,229.3664,10.0
240,226.9386,10.0
250,213.8528,10.0
260,220.3186,10.000000953674316
270,223.0713,10.0
280,223.7733,10.0
290,234.1625,10.0
300,234.044,10.0
310,228.1439,10.0
320,212.9097,9.999999046325684
330,203.7928,10.0
340,212.5725,10.000000953674316
350,226.9674,9.999999046325684
360,227.0487,10.0
370,219.8313,10.0
380,338.2211,10.0
390,234.2307,10.0
400,204.29,10.0
410,221.9355,10.0
420,236.1739,10.0
430,214.9175,10.0
440,224.6478,10.0
450,194.3199,10.0
460,207.1697,9.999999046325684
470,212.8491,10.0
480,207.4488,10.0
490,200.4463,9.999999046325684
500,222.5457,10.0
510,211.2256,10.0
520,231.0153,10.0
530,210.4155,10.000000953674316
540,221.7936,10.0
550,222.9357,9.999999046325684
560,218.2678,10.0
570,220.8916,10.000001907348633
580,208.0034,10.0
590,218.0893,10.0
600,203.8065,10.000000953674316
610,227.6149,10.0
620,204.4076,10.0
630,206.8703,10.0
640,229.5398,10.0
650,211.6925,10.0
660,205.4817,9.999999046325684
670,206.4674,10.0
680,204.1151,10.0
690,210.8631,10.0
700,227.4382,10.0
710,216.9653,10.0
720,219.3565,10.0
730,212.3604,10.0
740,203.8446,10.000000953674316
750,211.6122,10.000000953674316
760,206.9212,10.0
770,211.6608,10.0
780,213.9968,9.999999046325684
790,205.8564,10.0
800,216.8075,10.000000953674316
810,207.9538,10.0
820,209.4156,9.999999046325684
830,217.1345,10.0
840,220.1317,10.0
850,209.9423,10.0
860,213.821,10.0
870,196.1583,10.000000953674316
880,210.0064,10.0
890,199.3073,9.999999046325684
900,236.9853,9.999999046325684
910,214.1855,10.000000953674316
920,197.5974,10.0
930,209.995,10.0
940,206.5306,9.999999046325684
950,205.9979,10.0
960,194.3433,10.0
970,201.4428,10.0
980,211.1618,9.999999046325684
990,199.4349,10.000000953674316
1000,187.8184,10.000000953674316
1010,195.4488,9.999999046325684
1020,200.6257,10.0
1030,215.4179,10.0
1040,215.3096,10.0
1050,210.7179,10.0
1060,216.1333,10.0
1070,198.4564,9.999999046325684
1080,211.6299,9.999999046325684
1090,222.3561,9.999999046325684
1100,202.339,10.000000953674316
1110,202.2843,10.0
1120,218.7552,10.000000953674316
1130,208.0467,10.0
1140,199.063,10.000000953674316
1150,196.8747,10.0
1160,208.204,10.0
1170,211.3692,10.0
1180,197.8542,10.000000953674316
1190,212.2241,10.0
1200,207.1188,10.0
1210,196.1111,10.0
1220,194.4587,10.000000953674316
1230,205.6622,10.0
1240,207.7654,10.0
1250,208.6976,10.0
1260,209.5327,10.0
1270,232.6546,10.0
1280,212.7974,10.0
1290,205.8848,10.0
1300,210.2996,10.0
1310,197.969,10.0
1320,195.2151,9.999999046325684
1330,207.4512,10.0
1340,196.1254,10.0
1350,203.425,10.000000953674316
1360,203.5276,10.000000953674316
1370,197.1552,10.0
1380,192.9841,10.0
1390,200.1183,10.0
1400,191.3216,10.0
1410,207.2216,9.999998092651367
1420,193.9355,10.0
1430,196.226,10.0
1440,210.9899,9.999999046325684
1450,194.5147,10.0
1460,196.562,10.0
1470,191.1849,10.0
1480,198.3463,10.0
1490,216.9276,9.999999046325684
1500,213.2786,10.0
1510,188.0582,10.0
1520,191.7189,10.0
1530,198.8672,10.0
1540,194.021,10.0
1550,202.3678,10.0
1560,196.4262,10.0
1570,210.9498,10.0
1580,186.2637,10.000000953674316
1590,206.29,10.0
1600,201.8509,9.999999046325684
1610,187.0795,9.999999046325684
1620,201.8779,10.000000953674316
1630,189.1078,10.0
1640,207.6182,10.000000953674316
1650,201.3038,10.0
1660,197.4155,10.0
1670,186.7899,10.000000953674316
1680,199.037,10.0
1690,179.9347,9.999999046325684
1700,190.8427,10.0
1710,198.7135,10.0
1720,206.3854,10.000000953674316
1730,204.4035,10.0
1740,200.8835,10.0
1750,199.8011,10.0
1760,198.6589,9.999999046325684
1770,212.0568,9.999999046325684
1780,212.158,10.000000953674316
1790,215.3866,10.0
1800,198.5633,10.000000953674316
1810,223.6664,10.0
1820,207.9219,10.0
1830,218.5652,10.000000953674316
1840,187.7635,10.0
1850,194.5948,10.000000953674316
1860,193.478,10.000000953674316
1870,211.3181,9.999999046325684
1880,216.475,10.000000953674316
1890,189.7037,10.0
1900,188.0126,10.000000953674316
1910,190.7822,10.0
1920,207.2813,10.0
1930,205.7668,10.0
1940,190.8512,10.0
1950,183.3453,9.999999046325684
1960,186.7673,10.000000953674316
1970,205.4432,10.0
1980,209.9716,10.000001907348633
1990,198.783,10.0
2000,219.6054,10.0
2010,194.1785,10.0
2020,185.3942,9.999999046325684
2030,188.6859,10.0
2040,183.123,10.0
2050,197.2591,10.0
2060,203.2719,9.999999046325684
2070,207.8696,10.0
2080,207.5966,9.999999046325684
2090,197.0369,10.0
2100,215.9297,10.0
2110,203.1889,10.0
2120,219.1599,10.0
2130,193.6132,10.000000953674316
2140,185.834,10.0
2150,188.046,10.000000953674316
2160,211.3782,10.0
2170,223.4702,10.000000953674316
2180,187.5232,10.0
2190,199.8514,10.0
2200,206.1831,10.0
2210,195.159,10.000000953674316
2220,200.0457,10.0
2230,194.2551,10.0
2240,216.0318,9.999999046325684
2250,213.0834,10.0
2260,214.194,10.0
2270,191.7663,9.999999046325684
2280,194.2433,10.0
2290,194.3228,9.999999046325684
2300,196.7825,10.0
2310,194.2922,10.000000953674316
2320,193.3767,10.0
2330,186.523,10.0
2340,189.3785,10.0
2350,181.1822,9.999999046325684
2360,197.3036,10.0
2370,187.9641,10.0
2380,194.9448,10.0
2390,196.5824,10.000000953674316
2400,207.5165,10.0
2410,189.5408,10.0
2420,187.0147,10.0
2430,200.2668,10.0
2440,202.8967,10.0
2450,238.263,10.0
2460,198.9703,10.0
2470,189.9808,10.000001907348633
2480,200.2954,9.999999046325684
2490,188.0378,10.0
2500,216.966,10.0
2510,186.1368,10.0
2520,201.325,10.0
2530,199.2698,10.0
2540,209.4576,10.0
2550,178.579,9.999999046325684
2560,192.0349,10.0
2570,207.3821,10.0
2580,204.3064,10.0
2590,195.2754,10.000000953674316
2600,223.6732,10.0
2610,196.5352,10.000000953674316
2620,193.5173,10.0
2630,184.7259,10.0
2640,213.2855,10.0
2650,215.0056,10.0
2660,195.5414,10.0
2670,186.4822,9.999999046325684
2680,216.1615,10.000000953674316
2690,183.7382,10.0
2700,189.2701,10.0
2710,209.6254,10.0
2720,211.4217,10.0
2730,197.1934,10.0
2740,194.0809,10.0
2750,199.1066,10.0
2760,218.3397,10.0
2770,194.0573,10.000000953674316
2780,179.1878,10.0
2790,200.2819,10.000000953674316
2800,196.3123,10.0
2810,202.7908,10.0
2820,196.7581,10.0
2830,212.5019,10.0
2840,186.2492,10.0
2850,198.9206,9.999999046325684
2860,214.1996,10.0
2870,183.7711,10.0
2880,193.262,10.0
2890,208.661,10.0
2900,192.1026,10.0
2910,195.0385,10.0
2920,205.35,9.999998092651367
2930,186.5102,10.0
2940,190.7893,10.0
2950,185.2102,10.0
2960,190.0938,10.0
2970,210.3369,10.0
2980,205.7327,10.0
2990,183.5686,9.999998092651367
3000,192.1392,9.999999046325684
3010,208.4175,9.999998092651367
3020,196.941,10.000000953674316
3030,191.8807,10.0
3040,210.3393,10.0
3050,210.9166,10.0
3060,206.6654,10.0
3070,183.4775,9.999999046325684
3080,191.473,10.000000953674316
3090,184.6428,10.0
3100,203.4536,10.0
3110,190.574,9.999999046325684
3120,189.0,10.0
3130,201.0377,10.0
3140,209.5103,9.999999046325684
3150,206.9515,10.0
3160,187.5125,10.0
3170,186.4702,9.999999046325684
3180,203.0766,9.999998092651367
3190,198.7244,10.0
3200,202.1688,10.0
3210,192.6077,10.0
3220,184.3166,10.0
3230,205.858,10.0
3240,213.4167,10.0
3250,211.4635,10.000000953674316
3260,194.0596,10.000000953674316
3270,201.4915,9.999999046325684
3280,202.5552,9.999999046325684
3290,197.1864,10.0
3300,192.8588,10.0
3310,193.8989,10.0
3320,179.9003,10.0
3330,195.5731,10.000000953674316
3340,183.9162,10.0
3350,203.0569,10.0
3360,199.1582,10.000000953674316
3370,186.7026,10.0
3380,196.1623,10.0
3390,225.9475,9.999999046325684
3400,185.6842,9.999999046325684
3410,177.8403,10.0
3420,205.3989,10.0
3430,201.7404,10.0
3440,203.3945,10.0
3450,209.6472,10.0
3460,213.1677,10.0
3470,199.6448,10.0
3480,193.2985,10.000000953674316
3490,186.9356,10.0
3500,226.3886,10.0
3510,192.8871,10.0
3520,196.7259,10.0
3530,201.9063,9.999999046325684
3540,191.71,10.000000953674316
3550,190.2443,10.0
3560,184.8215,10.0
3570,193.533,10.0
3580,174.7997,10.000000953674316
3590,193.2444,10.0
3600,209.9949,9.999999046325684
3610,208.6214,10.000000953674316
3620,188.3081,9.999999046325684
3630,189.3367,10.0
3640,200.7487,10.0
3650,198.3778,10.0
3660,196.8184,10.000000953674316
3670,192.6197,9.999999046325684
3680,200.183,9.999998092651367
3690,192.7274,10.0
3700,186.3821,10.000000953674316
3710,183.2887,10.000001907348633
3720,194.2695,10.0
3730,188.1032,10.0
3740,208.6733,9.999999046325684
3750,183.2901,10.0
3760,208.3993,10.0
3770,204.0674,10.0
3780,187.2957,10.0
3790,178.1915,10.0
3800,194.8602,10.0
3810,219.3248,10.0
3820,197.0929,10.0
3830,195.225,10.0
3840,229.0183,10.0
3850,192.1104,10.000000953674316
3860,200.3783,9.999999046325684
3870,192.0032,10.000000953674316
3880,196.6562,10.000000953674316
3890,186.1264,10.0
3900,208.8758,10.0
3910,194.0901,10.0
3920,180.1998,9.999998092651367
3930,197.9507,10.000000953674316
3940,204.3531,9.999999046325684
3950,188.0909,10.0
3960,198.2189,10.000000953674316
3970,175.4674,10.0
3980,202.9163,10.0
3990,196.7906,10.0
4000,184.35,9.999999046325684
4010,201.376,10.000000953674316
4020,192.2142,10.000000953674316
4030,190.4979,10.0
4040,185.7573,10.0
4050,191.0579,10.0
4060,194.0469,10.0
4070,198.1858,10.0
4080,213.2152,10.0
4090,200.0738,9.999999046325684
4100,170.134,10.000000953674316
4110,206.2138,10.0
4120,187.4102,10.0
4130,185.2908,10.0
4140,186.4703,10.0
4150,193.061,9.999999046325684
4160,184.6183,10.000000953674316
4170,206.5833,10.0
4180,196.1817,10.0
4190,182.5246,10.0
4200,210.8253,10.0
4210,200.1809,10.000000953674316
4220,186.5245,10.0
4230,189.1504,9.999999046325684
4240,191.7601,10.0
4250,194.3558,9.999999046325684
4260,215.7188,10.0
4270,188.9366,10.000000953674316
4280,210.6005,10.0
4290,198.1606,10.0
4300,178.4235,10.0
4310,187.4279,10.0
4320,200.2335,10.0
4330,186.8333,10.0
4340,218.9721,10.0
4350,197.7017,10.0
4360,192.2293,10.0
4370,191.9862,9.999999046325684
4380,195.8913,10.0
4390,191.1031,10.0
4400,204.8869,9.999999046325684
4410,179.4515,9.999999046325684
4420,199.0955,10.0
4430,204.6451,10.0
4440,186.1883,10.0
4450,183.9348,10.0
4460,217.7037,10.0
4470,176.0277,9.999999046325684
4480,189.9409,10.0
4490,177.7621,9.999999046325684
4500,191.1966,10.0
4510,184.4407,10.0
4520,204.7347,9.999999046325684
4530,189.5422,10.0
4540,184.9959,10.0
4550,190.3544,10.0
4560,193.4397,9.999999046325684
4570,190.707,10.0
4580,197.5785,10.0
4590,192.1425,10.0
4600,195.5866,10.0
4610,197.3126,10.000000953674316
4620,175.6688,10.000001907348633
4630,200.2658,10.000000953674316
4640,196.6644,10.0
4650,184.3766,10.0
4660,174.2491,10.000000953674316
4670,195.8115,10.0
4680,187.7116,10.0
4690,186.8546,10.0
4700,220.4212,10.0
4710,176.158,9.999999046325684
4720,197.1051,10.000000953674316
4730,182.6538,10.000001907348633
4740,193.7516,10.0
4750,201.2409,10.0
4760,193.8968,10.0
4770,203.0103,10.0
4780,194.4472,10.0
4790,186.3111,10.0
4800,192.8094,10.0
4810,183.9944,10.000000953674316
4820,181.0394,10.000000953674316
4830,199.3274,10.000000953674316
4840,202.044,10.0
4850,199.5377,9.999998092651367
4860,181.8356,10.000000953674316
4870,202.8017,10.0
4880,182.1369,10.0
4890,189.148,10.0
4900,186.0837,9.999999046325684
4910,193.3088,10.0
4920,198.9036,10.0
4930,192.5846,10.0
4940,188.3253,9.999998092651367
4950,190.9726,10.000000953674316
4960,197.2282,10.0
4970,178.5749,10.0
4980,192.4044,10.0
4990,186.8033,10.0
5000,211.7032,10.000000953674316
5010,182.9093,9.999999046325684
5020,194.6886,9.999999046325684
5030,183.9539,9.999999046325684
5040,189.4397,10.0
5050,190.6335,10.0
5060,193.5216,9.999999046325684
5070,206.6148,10.000000953674316
5080,196.8404,9.999999046325684
5090,192.018,10.0
5100,189.622,10.0
5110,197.5231,10.000001907348633
5120,190.8907,10.000000953674316
5130,185.258,10.0
5140,181.0465,10.0
5150,183.9333,10.0
5160,189.0275,9.999999046325684
5170,198.1422,10.0
5180,193.1869,10.0
5190,182.6824,10.0
5200,195.8521,9.999999046325684
5210,189.9483,10.000000953674316
5220,197.3924,10.0
5230,199.5863,10.0
5240,189.1802,10.000000953674316
5250,193.4611,10.0
5260,197.5485,10.0
5270,186.0373,10.0
5280,190.6392,10.0
5290,224.1203,10.000000953674316
5300,190.7379,10.0
5310,195.0348,10.000000953674316
5320,191.4816,10.0
5330,199.0855,10.000000953674316
5340,185.4344,10.000000953674316
5350,197.0289,10.000000953674316
5360,192.523,9.999999046325684
5370,197.4028,10.000000953674316
5380,183.0894,10.0
5390,183.7211,10.0
5400,190.6682,10.0
5410,194.6764,10.000000953674316
5420,185.3556,9.999999046325684
5430,198.4669,10.0
5440,199.6,9.999999046325684
5450,199.1971,10.0
5460,200.9714,10.000000953674316
5470,172.3741,10.0
5480,206.8027,9.999999046325684
5490,191.695,10.0
5500,191.9691,10.0
5510,192.4866,10.0
5520,185.6204,10.0
5530,204.6706,10.0
5540,185.7285,10.000000953674316
5550,181.9072,10.0
5560,183.1027,10.0
5570,180.0418,10.0
5580,195.2807,9.999999046325684
5590,194.7274,10.0
5600,194.1104,10.0
5610,193.0272,9.999999046325684
5620,205.2999,10.0
5630,192.1329,10.0
5640,224.6756,10.0
5650,210.7491,10.0
5660,194.1497,10.0
5670,195.7981,9.999999046325684
5680,172.5591,10.0
5690,217.8918,9.999999046325684
5700,184.5116,10.0
5710,195.6094,10.000001907348633
5720,193.7191,9.999999046325684
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