log_sft.csv

step,type,loss,lr,norm,dt_ms,tok_per_sec,mfu
0,val,3.653494,,,,,
0,train,3.577477,2.0000e-06,6.1734,29673.78,457.24,0.04
1,train,3.347824,4.0000e-06,5.4648,537.49,39532.10,3.30
2,train,3.587486,6.0000e-06,6.1484,14639.18,821.90,0.07
3,train,3.638753,8.0000e-06,5.9536,14923.17,2736.15,0.23
4,train,3.693600,1.0000e-05,5.5806,495.82,24266.68,2.02
5,train,3.368067,1.2000e-05,4.2755,486.31,51325.11,4.28
6,train,3.087326,1.4000e-05,3.5740,14595.21,1359.35,0.11
7,train,3.018367,1.6000e-05,3.3839,516.56,30726.38,2.56
8,train,2.999002,1.8000e-05,3.2166,14250.67,1122.75,0.09
9,train,3.018093,2.0000e-05,3.2689,503.09,42235.14,3.52
10,val,2.894366,,,,,
10,train,2.778661,2.2000e-05,2.6602,1530.53,13715.51,1.14
11,train,2.744721,2.4000e-05,2.8026,488.01,51146.58,4.26
12,train,2.739666,2.6000e-05,2.6741,14916.63,1407.29,0.12
13,train,2.618724,2.8000e-05,2.5168,498.70,26950.19,2.25
14,train,2.556315,3.0000e-05,2.5572,492.85,34801.93,2.90
15,train,2.510178,3.0000e-05,2.3986,14252.96,1912.87,0.16
16,train,2.391786,3.0000e-05,2.0229,14651.93,1686.06,0.14
17,train,2.366136,2.9999e-05,2.2241,494.33,50492.50,4.21
18,train,2.301560,2.9998e-05,2.5484,14853.08,810.07,0.07
19,train,2.236247,2.9996e-05,2.0083,14533.99,1268.20,0.11
20,val,2.217628,,,,,
20,train,2.233000,2.9993e-05,2.1143,1554.36,20010.80,1.67
21,train,2.181683,2.9991e-05,1.9379,484.33,33035.61,2.75
22,train,2.087906,2.9987e-05,1.8130,497.76,32144.25,2.68
23,train,2.105342,2.9983e-05,1.9706,488.92,79325.36,6.61
24,train,2.080790,2.9979e-05,2.3146,488.55,35108.28,2.93
25,train,2.003933,2.9974e-05,2.4332,479.88,35742.39,2.98
26,train,1.986817,2.9968e-05,1.7859,485.80,50852.22,4.24
27,train,1.951422,2.9962e-05,1.9892,484.09,40984.05,3.42
28,train,1.918858,2.9956e-05,1.6418,493.96,43015.22,3.59
29,train,1.945767,2.9949e-05,1.6386,481.23,56122.93,4.68
30,val,1.892922,,,,,
30,train,1.940462,2.9941e-05,1.6350,1324.53,17298.18,1.44
31,train,1.748563,2.9933e-05,1.5715,480.44,33302.50,2.78
32,train,1.833309,2.9925e-05,1.7465,492.83,62853.01,5.24
33,train,1.857211,2.9915e-05,1.6661,483.99,40728.06,3.39
34,train,1.792466,2.9906e-05,1.5239,493.92,74635.38,6.22
35,train,1.789073,2.9896e-05,1.5008,496.88,61825.70,5.15
36,train,1.721441,2.9885e-05,2.1727,500.28,39401.96,3.28
37,train,1.720201,2.9874e-05,1.7986,494.61,34419.15,2.87
38,train,1.721758,2.9862e-05,1.9147,482.67,27579.98,2.30
39,train,1.716223,2.9850e-05,1.2920,487.25,43345.36,3.61
40,val,1.705143,,,,,
40,train,1.650827,2.9837e-05,1.2169,1274.78,14358.56,1.20
41,train,1.678384,2.9824e-05,1.4735,483.16,47156.38,3.93
42,train,1.642118,2.9810e-05,1.1102,14402.77,1279.75,0.11
43,train,1.609408,2.9796e-05,1.5683,489.43,30075.89,2.51
44,train,1.619510,2.9781e-05,1.4097,489.63,55160.32,4.60
45,train,1.595331,2.9766e-05,0.9981,486.97,27862.31,2.32
46,train,1.637823,2.9750e-05,1.1871,483.46,62483.07,5.21
47,train,1.596395,2.9733e-05,1.0269,492.31,40039.67,3.34
48,train,1.650120,2.9717e-05,1.0269,487.59,51190.39,4.27
49,train,1.655187,2.9699e-05,1.1884,483.70,43663.36,3.64
50,val,1.613325,,,,,
50,train,1.543866,2.9681e-05,1.0597,1311.12,12105.64,1.01
51,train,1.610505,2.9663e-05,1.0448,489.51,63279.01,5.27
52,train,1.553516,2.9644e-05,0.9777,593.88,41813.10,3.49
53,train,1.440666,2.9625e-05,1.0523,495.04,39818.66,3.32
54,train,1.553587,2.9605e-05,1.1172,489.87,50429.94,4.20
55,train,1.470269,2.9584e-05,1.1069,494.00,24356.04,2.03
56,train,1.463642,2.9563e-05,1.0301,481.70,38264.39,3.19
57,train,1.469623,2.9542e-05,1.0162,482.76,43482.90,3.62
58,train,1.433342,2.9520e-05,0.9764,489.73,30057.40,2.51
59,train,1.560742,2.9497e-05,0.9860,483.85,38094.39,3.18
60,val,1.557047,,,,,
60,train,1.492531,2.9474e-05,1.0225,1355.80,8874.46,0.74
61,train,1.486297,2.9451e-05,0.8970,486.85,51005.29,4.25
62,train,1.513739,2.9427e-05,0.9131,491.12,37530.53,3.13
63,train,1.479274,2.9403e-05,0.9660,493.12,80466.69,6.71
64,train,1.432495,2.9378e-05,1.3335,481.14,25007.42,2.08
65,train,1.436784,2.9352e-05,1.5930,495.17,34638.82,2.89
66,train,1.414888,2.9326e-05,1.0198,478.01,35881.96,2.99
67,train,1.432440,2.9300e-05,1.0464,483.23,38143.58,3.18
68,train,1.485802,2.9273e-05,1.1244,483.79,51592.77,4.30
69,train,1.359344,2.9245e-05,1.0834,490.11,63462.94,5.29
70,val,1.495248,,,,,
70,train,1.377452,2.9217e-05,1.0882,1325.33,10237.42,0.85
71,train,1.454449,2.9189e-05,1.3368,501.07,31676.50,2.64
72,train,1.439173,2.9160e-05,0.9443,498.24,42389.15,3.53
73,train,1.469663,2.9131e-05,1.1867,486.96,62296.98,5.19
74,train,1.447067,2.9101e-05,1.0325,484.57,56263.93,4.69
75,train,1.446788,2.9070e-05,0.9237,484.61,40675.94,3.39
76,train,1.402334,2.9040e-05,0.8608,483.84,38095.30,3.18
77,train,1.373840,2.9008e-05,0.9247,487.60,63527.87,5.30
78,train,1.392115,2.8976e-05,1.0161,488.95,32461.40,2.71
79,train,1.371943,2.8944e-05,1.0431,488.29,55311.52,4.61
80,val,1.460908,,,,,
80,train,1.403219,2.8911e-05,0.9121,1311.47,10345.65,0.86
81,train,1.433869,2.8878e-05,0.9671,501.54,36751.13,3.06
82,train,1.436212,2.8844e-05,0.8919,483.60,43937.41,3.66
83,train,1.432650,2.8810e-05,1.1891,494.83,37249.33,3.10
84,train,1.357674,2.8775e-05,0.9078,488.18,47195.64,3.93
85,train,1.399823,2.8740e-05,0.9034,492.44,62122.70,5.18
86,train,1.392531,2.8704e-05,0.8558,489.07,30097.65,2.51
87,train,1.451683,2.8668e-05,0.9409,14652.65,917.24,0.08
88,train,1.412652,2.8632e-05,0.9012,495.40,46249.17,3.86
89,train,1.414410,2.8595e-05,1.0592,488.83,55773.93,4.65
90,val,1.432654,,,,,
90,train,1.404392,2.8557e-05,1.0025,1308.06,30726.44,2.56
91,train,1.417780,2.8519e-05,0.9688,484.82,32737.80,2.73
92,train,1.375413,2.8481e-05,1.0482,484.06,38077.81,3.17
93,train,1.420011,2.8442e-05,0.9472,493.16,32443.97,2.70
94,train,1.305594,2.8402e-05,0.9214,485.79,51380.20,4.28
95,train,1.296901,2.8362e-05,1.0729,487.87,43290.29,3.61
96,train,1.368340,2.8322e-05,1.0358,483.32,43962.74,3.66
97,train,1.365527,2.8281e-05,0.9582,493.55,43051.29,3.59
98,train,1.358512,2.8240e-05,1.0457,503.46,107289.52,8.94
99,train,1.356312,2.8198e-05,0.9448,491.97,81956.33,6.83
100,val,1.408952,,,,,
100,train,1.318060,2.8156e-05,1.3176,2601.56,7626.20,0.64
101,train,1.311127,2.8114e-05,1.7793,482.23,33179.37,2.77
102,train,1.345798,2.8071e-05,0.8833,481.74,44107.13,3.68
103,train,1.340872,2.8027e-05,1.2867,487.16,37835.77,3.15
104,train,1.369066,2.7983e-05,1.0135,590.52,51804.88,4.32
105,train,1.371104,2.7939e-05,0.8412,509.46,44973.32,3.75
106,train,1.295407,2.7894e-05,1.0012,496.88,29367.23,2.45
107,train,1.358268,2.7849e-05,1.0749,495.84,27363.50,2.28
108,train,1.294594,2.7803e-05,0.9693,487.81,37784.97,3.15
109,train,1.224140,2.7757e-05,0.9590,485.14,32716.18,2.73
110,val,1.391201,,,,,
110,train,1.249519,2.7710e-05,1.5134,1315.94,14979.39,1.25
111,train,1.264580,2.7663e-05,1.5343,484.67,56517.01,4.71
112,train,1.222896,2.7616e-05,0.9403,487.34,24689.25,2.06
113,train,1.260918,2.7568e-05,1.2375,477.83,44468.13,3.71
114,train,1.308083,2.7520e-05,1.0006,492.10,62166.02,5.18
115,train,1.236473,2.7471e-05,0.8880,488.63,40341.08,3.36
116,train,1.249326,2.7422e-05,0.9408,488.89,63098.17,5.26
117,train,1.307112,2.7372e-05,1.0253,513.43,48115.78,4.01
118,train,1.261812,2.7322e-05,0.9557,496.82,41995.35,3.50
119,train,1.205918,2.7272e-05,0.9933,494.45,27440.59,2.29
120,val,1.364677,,,,,
120,train,1.210740,2.7221e-05,1.0910,1286.96,17803.17,1.48
121,train,1.271041,2.7170e-05,0.8493,492.00,63479.11,5.29
122,train,1.236083,2.7118e-05,0.9983,480.91,47643.43,3.97
123,train,1.207723,2.7066e-05,1.0699,492.94,39988.53,3.33
124,train,1.213592,2.7013e-05,0.9648,489.55,46540.42,3.88
125,train,1.297387,2.6961e-05,1.2653,501.31,49534.00,4.13
126,train,1.210974,2.6907e-05,0.8940,504.04,26918.49,2.24
127,train,1.107309,2.6854e-05,1.1944,486.72,24720.54,2.06
128,train,1.225832,2.6799e-05,0.8727,492.55,34822.70,2.90
129,train,1.227143,2.6745e-05,0.9755,482.88,38170.61,3.18
130,val,1.339376,,,,,
130,train,1.279380,2.6690e-05,0.9130,1278.96,16613.46,1.38
131,train,1.327420,2.6635e-05,0.9271,503.71,26682.17,2.22
132,train,1.187990,2.6579e-05,1.1228,482.78,33141.06,2.76
133,train,1.174558,2.6523e-05,1.0154,483.06,38157.06,3.18
134,train,1.219538,2.6467e-05,0.9647,495.76,45958.14,3.83
135,train,1.146718,2.6410e-05,1.1008,490.34,27670.50,2.31
136,train,1.154103,2.6353e-05,1.0183,484.11,28026.82,2.34
137,train,1.269114,2.6295e-05,0.9408,497.89,49874.66,4.16
138,train,1.290972,2.6237e-05,1.1049,486.59,35249.67,2.94
139,train,1.229485,2.6179e-05,0.9070,491.76,54921.55,4.58
140,val,1.339082,,,,,
140,train,1.223284,2.6120e-05,1.3196,1301.29,10426.55,0.87
141,train,1.276565,2.6061e-05,1.0337,497.45,55065.00,4.59
142,train,1.205025,2.6001e-05,0.8338,486.97,47050.52,3.92
143,train,1.213861,2.5941e-05,1.0100,484.61,24828.44,2.07
144,train,1.200142,2.5881e-05,1.1386,484.80,56501.83,4.71
145,train,1.251917,2.5821e-05,0.9694,485.34,24790.75,2.07
146,train,1.182531,2.5760e-05,1.0736,491.88,55688.39,4.64
147,train,1.186827,2.5698e-05,1.2022,500.20,31987.37,2.67
148,train,1.285476,2.5637e-05,1.0467,494.67,55374.11,4.62
149,train,1.207659,2.5575e-05,1.0127,482.11,56816.96,4.74
150,val,1.317751,,,,,
150,train,1.263263,2.5512e-05,1.1651,1311.58,29277.58,2.44
151,train,1.224448,2.5450e-05,0.8995,490.26,34985.47,2.92
152,train,1.242889,2.5387e-05,1.2811,497.31,37063.76,3.09
153,train,1.256863,2.5323e-05,0.9938,486.86,47324.03,3.94
154,train,1.203901,2.5260e-05,0.8231,484.27,56563.14,4.71
155,train,1.139251,2.5195e-05,1.0261,492.11,80111.90,6.68
156,train,1.134896,2.5131e-05,0.9412,584.46,31536.78,2.63
157,train,1.256080,2.5066e-05,1.1151,502.05,82351.04,6.86
158,train,1.072506,2.5001e-05,0.9930,488.40,40360.30,3.36
159,train,1.169134,2.4936e-05,0.9656,490.88,50586.72,4.22
160,val,1.305103,,,,,
160,train,1.099121,2.4870e-05,1.2088,1582.40,7603.65,0.63
161,train,1.090472,2.4804e-05,0.9138,486.63,51291.04,4.28
162,train,1.120504,2.4738e-05,1.0047,485.86,51372.81,4.28
163,train,1.249076,2.4671e-05,1.5042,503.89,39119.79,3.26
164,train,1.132617,2.4604e-05,1.1104,505.07,39028.42,3.25
165,train,1.149740,2.4537e-05,0.9247,519.39,100301.89,8.36
166,train,1.143179,2.4469e-05,1.0193,526.57,32572.93,2.72
167,train,1.145560,2.4401e-05,1.1480,497.86,54762.70,4.56
168,train,1.108521,2.4333e-05,1.0277,491.76,34879.00,2.91
169,train,1.166204,2.4264e-05,0.9669,491.63,37231.48,3.10
170,val,1.303583,,,,,
170,train,1.146564,2.4195e-05,1.0480,1323.10,17413.59,1.45
171,train,1.092226,2.4126e-05,1.0140,488.98,27747.58,2.31
172,train,1.207734,2.4057e-05,0.9557,492.46,29891.04,2.49
173,train,1.193897,2.3987e-05,1.0683,491.52,83333.95,6.95
174,train,1.149061,2.3917e-05,1.0027,485.36,47206.18,3.93
175,train,1.201232,2.3847e-05,0.9942,494.02,32387.42,2.70
176,train,1.149306,2.3776e-05,0.8764,489.51,50990.08,4.25
177,train,1.244531,2.3705e-05,0.8446,496.14,50308.50,4.19
178,train,1.053812,2.3634e-05,1.4097,483.93,40733.44,3.40
179,train,1.143186,2.3563e-05,1.0176,483.61,27526.55,2.29
180,val,1.289666,,,,,
180,train,1.177663,2.3491e-05,1.0843,1311.02,12204.20,1.02
181,train,1.094076,2.3419e-05,1.0121,487.53,40432.56,3.37
182,train,1.130591,2.3347e-05,1.0370,480.92,33269.83,2.77
183,train,1.140911,2.3274e-05,1.0813,494.10,54660.91,4.56
184,train,1.152374,2.3201e-05,1.3063,478.49,32903.67,2.74
185,train,1.093622,2.3128e-05,0.9727,493.92,32393.89,2.70
186,train,1.104664,2.3055e-05,1.0619,481.47,47587.92,3.97
187,train,1.027065,2.2982e-05,1.0344,484.56,51510.19,4.29
188,train,1.082426,2.2908e-05,0.9633,504.32,54314.22,4.53
189,train,1.122617,2.2834e-05,0.9952,494.28,42469.66,3.54
190,val,1.284941,,,,,
190,train,1.082243,2.2759e-05,1.0491,1292.29,30804.15,2.57
191,train,1.078414,2.2685e-05,1.2415,494.55,24070.52,2.01
192,train,1.110896,2.2610e-05,1.0059,484.05,35434.53,2.95
193,train,1.075325,2.2535e-05,1.0009,484.46,38046.70,3.17
194,train,1.161055,2.2460e-05,1.0823,492.84,62072.70,5.17
195,train,1.113463,2.2384e-05,0.8920,493.38,50589.83,4.22
196,train,1.150959,2.2309e-05,1.0344,492.81,62596.04,5.22
197,train,1.059569,2.2233e-05,1.2012,481.12,27935.01,2.33
198,train,1.137172,2.2157e-05,0.9334,492.49,32487.76,2.71
199,train,1.142609,2.2080e-05,0.9913,489.27,27731.29,2.31
200,val,1.273664,,,,,
200,train,1.191562,2.2004e-05,0.9723,2600.01,6153.82,0.51
201,train,1.185268,2.1927e-05,0.9188,484.48,51518.63,4.29
202,train,1.176143,2.1850e-05,0.8640,489.69,84428.58,7.04
203,train,1.097400,2.1773e-05,1.2894,491.46,34900.31,2.91
204,train,1.125114,2.1695e-05,0.8669,489.61,47057.52,3.92
205,train,1.111750,2.1618e-05,0.9433,500.07,29435.79,2.45
206,train,1.129753,2.1540e-05,1.0581,502.73,29280.19,2.44
207,train,1.119515,2.1462e-05,1.1940,490.54,34965.39,2.91
208,train,1.076822,2.1384e-05,1.0328,585.93,36264.01,3.02
209,train,1.001891,2.1305e-05,1.0874,491.62,29941.82,2.50
210,val,1.267951,,,,,
210,train,1.055395,2.1227e-05,0.9312,1284.87,15341.58,1.28
211,train,1.038172,2.1148e-05,0.9892,491.14,29970.89,2.50
212,train,1.099878,2.1069e-05,1.0012,490.05,37612.34,3.14
213,train,1.024297,2.0990e-05,1.0886,482.89,38170.04,3.18
214,train,0.991213,2.0911e-05,1.0821,479.13,28317.75,2.36
215,train,1.063628,2.0831e-05,1.1319,482.79,38177.75,3.18
216,train,1.057771,2.0752e-05,1.0150,481.24,30587.51,2.55
217,train,1.085500,2.0672e-05,0.9240,493.67,43041.23,3.59
218,train,1.037846,2.0592e-05,0.9583,483.86,27776.92,2.32
219,train,1.058568,2.0512e-05,1.0265,487.59,30189.00,2.52
220,val,1.266766,,,,,
220,train,1.068159,2.0431e-05,1.0505,1354.07,12572.47,1.05
221,train,1.152331,2.0351e-05,1.1767,493.26,50342.12,4.20
222,train,1.057725,2.0270e-05,0.9987,483.97,35440.08,2.95
223,train,1.069333,2.0190e-05,0.9552,492.88,46746.08,3.90
224,train,1.082966,2.0109e-05,0.9531,486.71,32873.72,2.74
225,train,1.091102,2.0028e-05,0.9275,493.21,46195.15,3.85
226,train,1.129392,1.9947e-05,0.9567,521.03,26040.59,2.17
227,train,1.057817,1.9865e-05,0.9316,503.80,36078.00,3.01
228,train,0.952135,1.9784e-05,1.0286,484.05,30410.03,2.53
229,train,1.064969,1.9703e-05,1.0757,486.71,56279.94,4.69
230,val,1.272995,,,,,
230,train,1.021914,1.9621e-05,1.0662,565.67,32584.16,2.72
231,train,1.095354,1.9539e-05,0.9880,496.22,29664.44,2.47
232,train,1.003134,1.9457e-05,1.2203,493.10,32447.53,2.70
233,train,1.066459,1.9375e-05,1.0706,491.37,32562.24,2.71
234,train,1.052444,1.9293e-05,0.9284,484.68,63909.84,5.33
235,train,0.963541,1.9211e-05,0.9729,493.52,32420.34,2.70
236,train,1.067186,1.9129e-05,1.0176,484.05,51565.12,4.30
237,train,1.055005,1.9046e-05,0.8994,490.09,50668.48,4.22
238,train,1.170656,1.8964e-05,1.0542,489.35,46821.65,3.90
239,train,1.115159,1.8881e-05,1.0213,502.98,34101.03,2.84
240,val,1.262049,,,,,
240,train,1.007541,1.8798e-05,1.1591,1345.81,12744.70,1.06
241,train,1.081950,1.8715e-05,0.9180,501.33,78638.69,6.55
242,train,1.156129,1.8633e-05,1.2296,489.19,27735.48,2.31
243,train,0.966854,1.8550e-05,1.0043,492.64,46508.83,3.88
244,train,1.093715,1.8467e-05,0.9535,486.53,43672.96,3.64
245,train,1.076284,1.8383e-05,0.8717,487.61,32813.37,2.74
246,train,0.998442,1.8300e-05,1.4281,493.78,40179.96,3.35
247,train,1.097597,1.8217e-05,1.0057,520.36,52394.59,4.37
248,train,1.043112,1.8134e-05,1.0414,491.67,50765.60,4.23
249,train,1.004512,1.8050e-05,1.0633,489.36,30341.92,2.53
250,val,1.252679,,,,,
250,train,0.985655,1.7967e-05,1.2780,1316.89,13996.66,1.17
251,train,1.055516,1.7883e-05,1.6261,488.69,63648.07,5.31
252,train,1.128486,1.7800e-05,1.0602,488.94,51049.53,4.26
253,train,1.011902,1.7716e-05,1.4782,492.70,77937.61,6.50
254,train,0.962712,1.7632e-05,1.8662,481.30,37764.06,3.15
255,train,1.063501,1.7549e-05,1.2124,487.78,43298.47,3.61
256,train,1.097584,1.7465e-05,0.8501,483.04,28089.00,2.34
257,train,1.111868,1.7381e-05,1.1545,14002.53,1316.33,0.11
258,train,1.034952,1.7297e-05,1.2785,489.04,63863.97,5.32
259,train,1.056377,1.7214e-05,1.0343,494.71,50194.63,4.18
260,val,1.236285,,,,,
260,train,1.029847,1.7130e-05,0.8405,1432.05,13675.49,1.14
261,train,1.023013,1.7046e-05,0.9963,493.13,34781.94,2.90
262,train,0.951648,1.6962e-05,1.3962,482.31,47770.29,3.98
263,train,0.927632,1.6878e-05,1.6577,489.03,43449.63,3.62
264,train,1.083108,1.6794e-05,0.9369,531.99,34647.14,2.89
265,train,0.948705,1.6710e-05,1.0008,485.74,32939.13,2.75
266,train,0.963508,1.6626e-05,1.1590,496.82,50239.57,4.19
267,train,1.003439,1.6542e-05,1.1524,491.21,76871.48,6.41
268,train,0.990510,1.6458e-05,1.0419,485.03,63864.60,5.32
269,train,0.971470,1.6374e-05,1.4449,482.90,24916.06,2.08
270,val,1.239930,,,,,
270,train,1.045037,1.6290e-05,1.0156,567.63,20745.78,1.73
271,train,0.991447,1.6206e-05,1.3123,486.76,30503.63,2.54
272,train,1.066583,1.6122e-05,0.9201,489.35,80563.33,6.72
273,train,0.974193,1.6038e-05,0.9742,492.20,29906.33,2.49
274,train,1.038706,1.5954e-05,0.9318,490.06,50410.19,4.20
275,train,1.025031,1.5870e-05,1.0474,492.77,55327.81,4.61
276,train,1.001954,1.5786e-05,0.9435,489.63,63263.82,5.27
277,train,0.909201,1.5703e-05,1.1830,483.99,24595.45,2.05
278,train,0.942634,1.5619e-05,0.8998,479.48,28297.22,2.36
279,train,0.930294,1.5535e-05,0.8827,486.76,51014.76,4.25
280,val,1.233891,,,,,
280,train,0.998606,1.5451e-05,0.9583,1305.19,11278.08,0.94
281,train,1.071136,1.5368e-05,1.0216,493.09,34784.85,2.90
282,train,0.996742,1.5284e-05,1.0508,489.79,27178.73,2.27
283,train,1.019239,1.5200e-05,0.8927,493.34,37361.64,3.11
284,train,0.969839,1.5117e-05,0.8535,485.68,64041.75,5.34
285,train,0.976577,1.5033e-05,1.0659,495.89,42848.43,3.57
286,train,0.981828,1.4950e-05,0.9373,506.64,33854.56,2.82
287,train,1.021358,1.4866e-05,0.9710,495.86,54983.30,4.58
288,train,0.973114,1.4783e-05,1.0061,488.56,24627.47,2.05
289,train,0.983487,1.4700e-05,0.9763,482.86,40823.30,3.40
290,val,1.250764,,,,,
290,train,0.998460,1.4617e-05,1.0092,575.83,27563.75,2.30
291,train,0.965685,1.4533e-05,0.9843,483.12,30468.76,2.54
292,train,1.026947,1.4450e-05,0.9220,487.37,63820.72,5.32
293,train,1.010099,1.4367e-05,0.9916,484.22,28020.22,2.34
294,train,1.041427,1.4285e-05,1.0826,502.01,45385.61,3.78
295,train,1.133325,1.4202e-05,1.0317,488.88,30109.54,2.51
296,train,1.060457,1.4119e-05,1.0341,492.07,34857.00,2.91
297,train,1.011001,1.4036e-05,1.0958,480.39,35438.13,2.95
298,train,1.009175,1.3954e-05,1.1445,492.31,27560.00,2.30
299,train,1.031047,1.3871e-05,1.0505,488.97,32459.81,2.71
300,val,1.228358,,,,,
300,train,0.950529,1.3789e-05,0.9966,2628.96,7449.34,0.62
301,train,0.999100,1.3707e-05,1.0775,483.96,55805.84,4.65
302,train,0.929971,1.3625e-05,1.0048,486.08,32653.35,2.72
303,train,1.014104,1.3543e-05,0.8813,492.50,83687.26,6.98
304,train,1.082230,1.3461e-05,1.0723,488.18,46671.59,3.89
305,train,0.937952,1.3379e-05,1.4570,499.52,27162.15,2.26
306,train,1.079528,1.3297e-05,1.0436,516.86,30956.09,2.58
307,train,1.002827,1.3216e-05,1.0791,490.63,32611.25,2.72
308,train,1.045100,1.3135e-05,1.2357,494.77,39840.60,3.32
309,train,0.989647,1.3053e-05,0.9136,498.53,103471.19,8.62
310,val,1.232938,,,,,
310,train,0.959928,1.2972e-05,1.0395,573.87,23642.83,1.97
311,train,0.987018,1.2891e-05,0.9965,480.85,56432.93,4.70
312,train,0.912999,1.2810e-05,0.9792,581.71,29265.46,2.44
313,train,0.941860,1.2730e-05,0.9251,481.96,37978.31,3.17
314,train,0.908670,1.2649e-05,0.9731,484.35,55761.64,4.65
315,train,0.875147,1.2569e-05,0.9914,481.08,40974.12,3.42
316,train,0.960879,1.2488e-05,1.0173,492.25,50185.45,4.18
317,train,0.954315,1.2408e-05,0.9931,487.92,35153.11,2.93
318,train,0.929239,1.2328e-05,0.8932,494.26,24343.71,2.03
319,train,0.931467,1.2248e-05,1.0436,488.80,24615.56,2.05
320,val,1.236832,,,,,
320,train,1.017045,1.2169e-05,0.8452,574.56,23614.70,1.97
321,train,0.956987,1.2089e-05,1.1162,483.89,28039.21,2.34
322,train,0.925131,1.2010e-05,1.0720,484.96,46980.77,3.92
323,train,1.083838,1.1931e-05,1.0439,489.39,75587.44,6.30
324,train,0.942088,1.1852e-05,0.9307,486.76,37603.53,3.13
325,train,0.976434,1.1773e-05,1.0522,488.20,80754.35,6.73
326,train,1.084658,1.1695e-05,0.8339,495.70,46479.38,3.87
327,train,0.964954,1.1616e-05,1.2486,487.24,51227.19,4.27
328,train,0.887443,1.1538e-05,1.3838,501.35,31913.91,2.66
329,train,0.944468,1.1460e-05,1.0291,486.63,56288.90,4.69
330,val,1.224445,,,,,
330,train,0.894424,1.1382e-05,0.9786,1312.90,15014.05,1.25
331,train,0.936835,1.1305e-05,1.1818,487.08,55974.15,4.67
332,train,1.029008,1.1227e-05,1.4087,497.13,27035.36,2.25
333,train,0.883594,1.1150e-05,1.0448,493.79,27477.52,2.29
334,train,0.969935,1.1073e-05,0.9579,491.75,55182.16,4.60
335,train,0.900887,1.0996e-05,1.0697,488.13,40120.63,3.34
336,train,0.907456,1.0920e-05,1.7810,487.08,32848.92,2.74
337,train,0.986006,1.0843e-05,1.0102,489.88,34751.58,2.90
338,train,0.957143,1.0767e-05,1.1457,492.04,37460.59,3.12
339,train,0.939709,1.0691e-05,0.9615,483.61,32819.74,2.74
340,val,1.226585,,,,,
340,train,0.977566,1.0616e-05,0.9571,574.44,39440.31,3.29
341,train,0.986927,1.0540e-05,1.0473,481.29,41222.72,3.44
342,train,0.966709,1.0465e-05,1.2373,492.37,34315.71,2.86
343,train,0.862142,1.0390e-05,0.9555,478.83,44107.52,3.68
344,train,0.872711,1.0315e-05,1.4691,484.78,27723.90,2.31
345,train,0.988417,1.0241e-05,1.0785,482.93,55925.43,4.66
346,train,1.026466,1.0166e-05,1.0046,492.20,42909.17,3.58
347,train,0.959831,1.0092e-05,1.0687,488.55,32487.77,2.71
348,train,0.956851,1.0018e-05,0.9486,493.74,24369.33,2.03
349,train,0.914059,9.9449e-06,0.9204,491.40,29955.36,2.50
350,val,1.223707,,,,,
350,train,1.006454,9.8716e-06,1.1242,1307.43,15174.80,1.26
351,train,1.011252,9.7985e-06,1.0940,484.63,51239.36,4.27
352,train,0.937996,9.7258e-06,1.0333,494.94,55085.86,4.59
353,train,0.915162,9.6533e-06,1.0949,496.05,29932.53,2.50
354,train,1.015507,9.5810e-06,0.9979,487.06,37843.49,3.15
355,train,1.000545,9.5090e-06,1.0883,14197.97,1126.92,0.09
356,train,0.983587,9.4373e-06,0.9697,487.95,43545.22,3.63
357,train,0.933630,9.3659e-06,0.9650,489.64,62479.10,5.21
358,train,0.973702,9.2947e-06,1.0812,487.39,34929.04,2.91
359,train,0.900114,9.2238e-06,0.9629,488.78,78563.52,6.55
360,val,1.226015,,,,,
360,train,1.004917,9.1532e-06,0.9392,575.71,53805.31,4.48
361,train,1.047443,9.0829e-06,0.8471,498.77,46193.79,3.85
362,train,0.981792,9.0129e-06,0.9605,494.32,27447.69,2.29
363,train,0.957663,8.9432e-06,1.2651,484.51,35400.47,2.95
364,train,0.835890,8.8737e-06,1.3880,587.73,20472.15,1.71
365,train,0.982721,8.8046e-06,0.8438,491.20,42475.63,3.54
366,train,0.931814,8.7357e-06,1.0157,481.40,40681.32,3.39
367,train,0.889916,8.6672e-06,0.8996,489.44,32690.62,2.72
368,train,0.930563,8.5989e-06,1.0324,492.57,46514.82,3.88
369,train,0.989780,8.5310e-06,0.9824,488.82,37707.31,3.14
370,val,1.215693,,,,,
370,train,0.802424,8.4633e-06,1.0288,1602.80,10701.26,0.89
371,train,0.942402,8.3960e-06,1.0287,489.14,40037.38,3.34
372,train,0.922957,8.3290e-06,1.0126,487.21,34942.01,2.91
373,train,0.890749,8.2623e-06,0.9228,484.46,24836.14,2.07
374,train,0.912394,8.1959e-06,1.0098,486.22,32906.91,2.74
375,train,0.930635,8.1299e-06,1.0253,481.80,28161.23,2.35
376,train,0.915811,8.0641e-06,1.0501,494.53,76872.89,6.41
377,train,0.990879,7.9987e-06,0.9997,489.53,27455.05,2.29
378,train,0.946362,7.9337e-06,0.8864,494.84,50181.69,4.18
379,train,0.897318,7.8689e-06,0.9668,507.26,48952.92,4.08
380,val,1.223476,,,,,
380,train,0.796331,7.8045e-06,1.3955,569.85,25831.46,2.15
381,train,0.959717,7.7404e-06,1.0379,483.57,43674.90,3.64
382,train,0.838197,7.6767e-06,0.9973,483.11,24905.22,2.08
383,train,0.958615,7.6133e-06,1.0351,484.16,40714.08,3.39
384,train,0.913548,7.5503e-06,0.9173,507.38,29012.07,2.42
385,train,0.963507,7.4876e-06,1.1049,492.01,40064.35,3.34
386,train,0.852125,7.4252e-06,0.9575,494.47,46077.92,3.84
387,train,0.899832,7.3632e-06,0.8889,484.19,33044.72,2.75
388,train,1.019720,7.3016e-06,0.8862,491.93,80141.29,6.68
389,train,0.902156,7.2403e-06,1.2337,483.10,24640.78,2.05
390,val,1.219753,,,,,
390,train,0.868692,7.1793e-06,1.0404,574.57,23614.16,1.97
391,train,0.888631,7.1188e-06,0.9363,494.07,37306.63,3.11
392,train,1.022324,7.0585e-06,1.1120,500.22,49897.80,4.16
393,train,0.857232,6.9987e-06,0.9166,484.82,50954.85,4.25
394,train,0.918991,6.9392e-06,0.9461,499.02,49762.00,4.15
395,train,0.976063,6.8801e-06,0.8845,497.29,49934.85,4.16
396,train,0.924719,6.8214e-06,0.8565,490.75,74073.68,6.17
397,train,1.060841,6.7630e-06,0.8895,493.87,62980.29,5.25
398,train,0.796612,6.7050e-06,1.5690,482.00,27618.22,2.30
399,train,0.869362,6.6474e-06,1.0803,483.92,27773.10,2.32
400,val,1.218393,,,,,
400,train,0.914014,6.5902e-06,1.0038,1812.84,7484.40,0.62
401,train,0.853671,6.5334e-06,1.1125,477.67,25189.15,2.10
402,train,0.892205,6.4769e-06,1.1268,485.47,32957.57,2.75
403,train,0.931279,6.4209e-06,1.0229,496.06,80505.79,6.71
404,train,0.965794,6.3652e-06,1.0469,486.68,35242.97,2.94
405,train,0.935511,6.3099e-06,1.0017,492.87,62848.33,5.24
406,train,1.013751,6.2550e-06,0.9074,504.75,36516.74,3.04
407,train,0.945088,6.2005e-06,1.1029,488.26,30147.84,2.51
408,train,0.998627,6.1464e-06,0.9190,487.04,63600.74,5.30
409,train,1.014776,6.0927e-06,0.9530,489.59,63530.75,5.30
410,val,1.219229,,,,,
410,train,0.971654,6.0394e-06,0.8767,575.35,39822.43,3.32
411,train,0.950292,5.9865e-06,0.9210,488.50,56074.01,4.67
412,train,1.003424,5.9341e-06,0.8840,523.67,47418.79,3.95
413,train,0.855111,5.8820e-06,0.9084,487.89,37778.95,3.15
414,train,0.882830,5.8303e-06,0.9811,490.29,63700.96,5.31
415,train,1.030532,5.7791e-06,1.0360,24004.67,2282.22,0.19
416,train,0.853877,5.7283e-06,1.0000,595.53,24502.43,2.04
417,train,0.860083,5.6778e-06,0.8807,481.84,24971.00,2.08
418,train,0.886538,5.6278e-06,0.9851,486.86,32600.52,2.72
419,train,0.936628,5.5783e-06,0.9179,488.58,63400.43,5.28
420,val,1.219329,,,,,
420,train,0.866957,5.5291e-06,1.2570,559.82,24007.73,2.00
421,train,0.911700,5.4804e-06,0.9214,483.59,43672.94,3.64
422,train,0.896747,5.4321e-06,0.8900,495.17,32053.41,2.67
423,train,0.943328,5.3842e-06,1.1580,494.07,82125.89,6.85
424,train,0.873334,5.3368e-06,1.0015,492.92,39730.28,3.31
425,train,0.921768,5.2898e-06,0.9052,491.95,46573.65,3.88
426,train,0.905000,5.2432e-06,0.9745,493.50,81182.68,6.77
427,train,0.919368,5.1970e-06,1.1505,488.18,79970.52,6.67
428,train,0.932636,5.1513e-06,0.9441,487.00,35219.68,2.94
429,train,0.917608,5.1061e-06,0.9978,483.25,38141.44,3.18
430,val,1.213798,,,,,
430,train,0.865574,5.0613e-06,1.0158,1309.25,13100.61,1.09
431,train,0.832288,5.0169e-06,1.0077,494.89,32071.91,2.67
432,train,0.890399,4.9729e-06,0.9738,486.39,40790.14,3.40
433,train,0.873777,4.9294e-06,1.0177,484.03,24329.30,2.03
434,train,0.912058,4.8864e-06,1.0387,489.85,35015.09,2.92
435,train,0.969981,4.8438e-06,1.0026,488.24,51122.60,4.26
436,train,0.808407,4.8017e-06,1.0041,480.65,27961.90,2.33
437,train,0.928853,4.7600e-06,0.8785,486.78,37865.48,3.16
438,train,0.985935,4.7187e-06,0.8554,500.17,45552.06,3.80
439,train,0.882870,4.6780e-06,1.0686,493.77,50549.96,4.21
440,val,1.215437,,,,,
440,train,0.880885,4.6376e-06,1.0432,577.21,43020.65,3.59
441,train,0.867808,4.5978e-06,1.0510,487.05,46779.59,3.90
442,train,0.888393,4.5584e-06,1.0563,481.06,35654.77,2.97
443,train,0.991687,4.5194e-06,0.9497,501.39,39314.76,3.28
444,train,0.941492,4.4810e-06,1.0637,482.85,47451.47,3.96
445,train,0.904503,4.4429e-06,1.0713,489.99,37617.15,3.14
446,train,0.900151,4.4054e-06,0.9232,491.93,34866.82,2.91
447,train,0.984241,4.3683e-06,0.9975,497.10,61797.94,5.15
448,train,0.809269,4.3317e-06,1.1711,483.74,51597.91,4.30
449,train,0.871953,4.2956e-06,1.1095,493.11,23621.54,1.97
450,val,1.210995,,,,,
450,train,0.913329,4.2599e-06,0.9822,1276.80,9223.09,0.77
451,train,0.907659,4.2247e-06,0.9800,486.16,51341.40,4.28
452,train,0.997770,4.1900e-06,0.9283,491.48,37503.03,3.13
453,train,0.942574,4.1558e-06,0.9094,522.24,30637.27,2.55
454,train,0.905711,4.1220e-06,0.8572,493.20,27250.47,2.27
455,train,0.839393,4.0887e-06,1.0952,494.81,24057.64,2.01
456,train,0.961362,4.0559e-06,0.9828,483.95,40731.85,3.40
457,train,0.853218,4.0236e-06,0.9504,486.00,24493.72,2.04
458,train,0.863438,3.9918e-06,1.0389,488.68,40337.64,3.36
459,train,0.835707,3.9604e-06,1.0811,487.02,24442.35,2.04
460,val,1.210909,,,,,
460,train,0.920124,3.9296e-06,1.0032,1283.95,30705.15,2.56
461,train,0.867790,3.8992e-06,1.0592,491.09,29974.31,2.50
462,train,0.900021,3.8693e-06,0.8885,490.04,30038.21,2.50
463,train,0.946052,3.8399e-06,1.3552,487.29,40452.11,3.37
464,train,0.969719,3.8110e-06,1.0615,494.56,46327.65,3.86
465,train,0.965369,3.7825e-06,0.9617,487.67,63255.65,5.27
466,train,1.017065,3.7546e-06,0.9277,483.92,64539.26,5.38
467,train,0.936204,3.7272e-06,1.1657,496.88,24215.24,2.02
468,train,0.926514,3.7002e-06,1.1553,576.88,29732.48,2.48
469,train,0.862515,3.6738e-06,1.3827,487.67,30184.31,2.52
470,val,1.221812,,,,,
470,train,0.948018,3.6478e-06,1.1146,569.90,47391.04,3.95
471,train,0.860587,3.6224e-06,1.2868,484.73,40666.18,3.39
472,train,0.954541,3.5974e-06,0.9026,489.79,37632.82,3.14
473,train,0.896724,3.5730e-06,0.9189,487.06,46778.97,3.90
474,train,0.805350,3.5490e-06,0.9706,480.69,25030.88,2.09
475,train,0.886553,3.5255e-06,1.3299,522.15,32848.87,2.74
476,train,0.932637,3.5026e-06,1.3569,490.98,40148.11,3.35
477,train,0.876861,3.4801e-06,1.0423,490.07,24551.51,2.05
478,train,0.898012,3.4582e-06,1.2279,485.13,56462.99,4.71
479,train,1.018254,3.4367e-06,1.1059,490.34,46204.56,3.85
480,val,1.218041,,,,,
480,train,0.962410,3.4158e-06,0.8873,561.26,48804.25,4.07
481,train,0.773830,3.3954e-06,1.1808,480.35,25048.58,2.09
482,train,0.827608,3.3755e-06,1.6379,483.10,43718.03,3.64
483,train,0.881440,3.3560e-06,1.0413,485.20,63577.51,5.30
484,train,1.031546,3.3371e-06,0.8342,491.58,62752.63,5.23
485,train,0.819718,3.3187e-06,1.2859,480.94,43914.12,3.66
486,train,0.951681,3.3009e-06,0.8243,495.41,50382.68,4.20
487,train,0.921434,3.2835e-06,0.9941,486.70,47339.22,3.95
488,train,0.956952,3.2666e-06,0.9091,491.00,43014.47,3.59
489,train,0.905778,3.2503e-06,0.9644,493.97,24098.70,2.01
490,val,1.220042,,,,,
490,train,0.862930,3.2344e-06,1.0400,564.11,26094.43,2.18
491,train,0.878622,3.2191e-06,1.0876,485.34,35340.51,2.95
492,train,0.906508,3.2043e-06,1.0390,490.37,30017.86,2.50
493,train,0.976012,3.1900e-06,1.0710,492.04,46305.61,3.86
494,train,0.856661,3.1762e-06,0.9160,488.75,32736.72,2.73
495,train,0.850696,3.1629e-06,1.1073,500.38,31975.45,2.67
496,train,0.834418,3.1502e-06,0.9631,483.03,38159.19,3.18
497,train,0.829376,3.1380e-06,1.0838,487.09,34950.65,2.91
498,train,0.877678,3.1262e-06,0.9516,495.97,32001.92,2.67
499,train,0.817702,3.1150e-06,0.9224,496.81,42511.37,3.54
500,val,1.223390,,,,,
500,train,0.965753,3.1044e-06,0.8673,1787.36,10312.39,0.86
501,train,0.871151,3.0942e-06,1.1841,482.08,43809.75,3.65
502,train,0.867547,3.0845e-06,1.1656,500.89,24021.21,2.00
503,train,0.953295,3.0754e-06,0.9679,502.68,49654.23,4.14
504,train,0.888153,3.0668e-06,0.9397,484.90,35372.29,2.95
505,train,0.916701,3.0587e-06,1.0328,490.14,55885.81,4.66
506,train,0.886341,3.0512e-06,0.9592,486.25,40538.55,3.38
507,train,0.920958,3.0441e-06,1.0440,490.30,55346.06,4.61
508,train,0.918267,3.0376e-06,0.9311,492.68,54819.04,4.57
509,train,0.871298,3.0316e-06,0.9814,481.83,56318.94,4.69
510,val,1.223143,,,,,
510,train,0.872072,3.0261e-06,1.0484,570.73,25791.31,2.15
511,train,0.873977,3.0212e-06,1.0877,484.11,64250.38,5.36
512,train,0.904736,3.0167e-06,0.9091,500.75,31952.25,2.66
513,train,0.900524,3.0128e-06,0.9266,490.57,32615.01,2.72
514,train,0.893984,3.0094e-06,0.9869,492.21,27305.67,2.28
515,train,0.890159,3.0065e-06,1.0251,483.57,24087.57,2.01
516,train,0.866276,3.0042e-06,0.9220,484.36,40961.13,3.41
517,train,0.887542,3.0024e-06,0.9257,504.88,81889.55,6.83
518,train,0.948388,3.0010e-06,1.0083,491.08,24501.11,2.04
519,val,1.219728,,,,,
519,train,0.938605,3.0003e-06,1.0424,1911.48,10312.44,0.86