Epoch,Train_Loss,Val_Loss,Temperature,Learning_Rate,Time_Sec,Top1,Top5,Top10
1,3.73981,5.05853,9.9952,1.00e-04,40.1,0.0156,0.0781,0.1562
2,3.39672,5.29475,9.9987,1.00e-04,9.1,0.0156,0.0938,0.1406
3,3.17482,5.27982,10.0067,1.00e-04,9.2,0.0469,0.0938,0.1562
4,3.08839,5.48928,10.0178,1.00e-04,9.1,0.0312,0.0781,0.2031
5,2.99781,5.77189,10.0304,1.00e-04,9.0,0.0312,0.0938,0.2188
6,2.91156,4.95988,10.0425,1.00e-04,8.9,0.0781,0.2344,0.4219
7,2.84324,3.88273,10.0556,1.00e-04,9.2,0.1250,0.3281,0.5781
8,2.74985,2.86149,10.0686,1.00e-04,9.0,0.1250,0.5000,0.7812
9,2.70777,2.71641,10.0810,1.00e-04,9.0,0.2031,0.5469,0.8281
10,2.63514,2.58969,10.0928,1.00e-04,9.0,0.1875,0.6406,0.8125
11,2.74424,2.60883,10.1039,1.00e-04,8.9,0.2656,0.6406,0.8750
12,2.62496,3.09739,10.1161,1.00e-04,9.0,0.2656,0.5469,0.7188
13,2.54590,2.79790,10.1295,1.00e-04,9.1,0.2188,0.6250,0.7656
14,2.49874,2.94274,10.1436,1.00e-04,8.8,0.2344,0.6094,0.7656
15,2.45287,2.83711,10.1579,1.00e-04,8.8,0.1875,0.5312,0.7344
16,2.39185,2.47465,10.1713,9.99e-05,9.1,0.2812,0.7188,0.8438
17,2.48664,3.34301,10.1849,9.99e-05,8.9,0.1875,0.4844,0.7188
18,2.36173,2.49656,10.1984,9.99e-05,8.9,0.2500,0.6562,0.8281
19,2.38882,2.29241,10.2110,9.99e-05,9.0,0.2656,0.7969,0.9062
20,2.32226,2.31757,10.2250,9.99e-05,9.1,0.3438,0.7188,0.8750
21,2.32000,2.56601,10.2394,9.99e-05,8.9,0.2344,0.6406,0.8281
22,2.27584,2.48249,10.2532,9.99e-05,9.0,0.2969,0.7812,0.8438
23,2.22739,2.48396,10.2676,9.99e-05,9.0,0.3438,0.7656,0.8906
24,2.22909,2.03818,10.2819,9.99e-05,8.9,0.3281,0.7812,0.8906
25,2.11352,2.74043,10.2964,9.99e-05,9.0,0.2969,0.6250,0.7812
26,2.14760,2.55319,10.3117,9.98e-05,8.9,0.2344,0.7031,0.8125
27,2.10485,3.22203,10.3265,9.98e-05,9.0,0.2656,0.5938,0.7969
28,2.12429,2.79505,10.3410,9.98e-05,9.0,0.2656,0.6562,0.7969
29,2.06852,2.69191,10.3553,9.98e-05,9.0,0.3281,0.6875,0.7969
30,2.03491,2.96258,10.3706,9.98e-05,9.0,0.2188,0.6406,0.7344
31,2.03191,2.20924,10.3845,9.98e-05,8.9,0.3906,0.7500,0.8594
32,2.06057,2.10236,10.3993,9.98e-05,9.0,0.2812,0.7812,0.9219
33,2.02187,3.05125,10.4139,9.97e-05,8.9,0.2812,0.6094,0.7969
34,2.02273,2.46439,10.4291,9.97e-05,9.1,0.3281,0.7500,0.8438
35,1.96603,2.29453,10.4435,9.97e-05,8.9,0.4062,0.7969,0.8438
36,2.01265,2.58409,10.4575,9.97e-05,9.1,0.3281,0.7656,0.8125
37,1.96413,2.70331,10.4718,9.97e-05,9.1,0.3281,0.6094,0.8125
38,1.98076,2.52708,10.4862,9.97e-05,9.0,0.4219,0.7500,0.8438
39,1.89481,2.45057,10.5011,9.96e-05,9.0,0.3750,0.7188,0.8750
40,1.94768,2.85158,10.5150,9.96e-05,9.0,0.2812,0.7031,0.7812
41,1.87920,2.05796,10.5290,9.96e-05,8.9,0.3906,0.8125,0.8906
42,1.80532,2.54688,10.5437,9.96e-05,8.9,0.3281,0.7031,0.7656
43,1.95773,3.25598,10.5586,9.96e-05,8.9,0.3125,0.6406,0.7344
44,1.76118,2.76207,10.5737,9.95e-05,9.0,0.3125,0.6875,0.7656
45,1.91223,2.22860,10.5889,9.95e-05,9.0,0.4062,0.7812,0.8594
46,1.81132,2.32448,10.6044,9.95e-05,9.0,0.3438,0.7188,0.8906
47,1.75935,2.56530,10.6195,9.95e-05,8.8,0.3281,0.6875,0.8125
48,1.80325,2.77640,10.6329,9.95e-05,9.0,0.2812,0.6406,0.7969
49,1.82869,3.17300,10.6470,9.94e-05,9.0,0.3594,0.5625,0.6875
50,1.84030,2.48276,10.6612,9.94e-05,9.0,0.4062,0.7344,0.8438
51,1.73969,2.80778,10.6755,9.94e-05,9.0,0.2812,0.6562,0.8125
52,1.83901,3.23476,10.6896,9.94e-05,8.9,0.3281,0.5938,0.7188
53,1.78906,1.64957,10.7035,9.93e-05,8.9,0.5312,0.8438,0.9688
54,1.73587,2.44836,10.7179,9.93e-05,9.0,0.3906,0.7188,0.7969
55,1.68855,1.75300,10.7325,9.93e-05,9.1,0.4688,0.8438,0.9062
56,1.69963,1.91084,10.7470,9.93e-05,8.9,0.3594,0.8438,0.9062
57,1.70602,2.35829,10.7614,9.92e-05,8.9,0.4844,0.7500,0.8438
58,1.75938,3.18219,10.7755,9.92e-05,9.0,0.2656,0.5469,0.7188
59,1.69633,1.55951,10.7891,9.92e-05,9.0,0.5000,0.9062,0.9531
60,1.69353,2.77721,10.8028,9.91e-05,8.8,0.3438,0.6719,0.7969
61,1.70827,2.14905,10.8168,9.91e-05,9.0,0.4219,0.7500,0.8750
62,1.69177,2.76051,10.8308,9.91e-05,8.9,0.3594,0.6875,0.8281
63,1.72947,2.99260,10.8449,9.91e-05,9.1,0.3750,0.6562,0.7656
64,1.70595,1.93311,10.8585,9.90e-05,9.1,0.3750,0.7812,0.9062
65,1.69215,3.43530,10.8726,9.90e-05,9.0,0.2969,0.5938,0.6875
66,1.61391,2.07879,10.8869,9.90e-05,9.0,0.4531,0.7656,0.8906
67,1.61896,2.11526,10.9009,9.89e-05,8.9,0.4375,0.7812,0.8906
68,1.63764,2.15175,10.9154,9.89e-05,9.0,0.4844,0.7812,0.8750
69,1.66359,2.50647,10.9296,9.89e-05,9.0,0.3906,0.7031,0.8750
70,1.70143,2.53356,10.9437,9.88e-05,9.0,0.4219,0.7500,0.8281
71,1.58907,1.98988,10.9582,9.88e-05,8.9,0.4844,0.8438,0.9062
72,1.55932,2.10820,10.9727,9.88e-05,9.1,0.4688,0.7812,0.8750
73,1.66580,2.17908,10.9865,9.87e-05,9.0,0.4062,0.7969,0.8750
74,1.63379,2.00036,11.0003,9.87e-05,9.0,0.5156,0.7812,0.8438
75,1.56953,2.02014,11.0138,9.87e-05,8.9,0.4062,0.7969,0.8438
76,1.59692,3.11579,11.0272,9.86e-05,9.1,0.3125,0.6094,0.7188
77,1.55862,2.24801,11.0410,9.86e-05,9.0,0.4062,0.7812,0.8438
78,1.49055,1.42635,11.0551,9.85e-05,9.0,0.6094,0.9062,0.9844
79,1.53943,2.64079,11.0696,9.85e-05,8.9,0.5156,0.7500,0.8594
80,1.52585,2.24935,11.0837,9.85e-05,8.8,0.3750,0.7344,0.8750
81,1.59487,1.80941,11.0974,9.84e-05,8.9,0.5312,0.8281,0.8906
82,1.56290,1.72373,11.1113,9.84e-05,9.0,0.4531,0.8281,0.9219
83,1.54405,2.95818,11.1249,9.84e-05,9.0,0.2500,0.6094,0.7188
84,1.55528,2.75447,11.1389,9.83e-05,8.9,0.4062,0.7031,0.8281
85,1.44670,2.63737,11.1532,9.83e-05,9.0,0.3750,0.6406,0.7969
86,1.52078,2.10476,11.1672,9.82e-05,9.1,0.4688,0.7812,0.8438
87,1.39499,2.10448,11.1819,9.82e-05,8.9,0.5156,0.8125,0.8438
88,1.47094,2.35331,11.1959,9.81e-05,9.0,0.4219,0.7656,0.8438
89,1.43156,2.28341,11.2094,9.81e-05,8.9,0.3906,0.7344,0.8281
90,1.53429,2.43761,11.2233,9.81e-05,9.0,0.3438,0.6719,0.8438
91,1.50731,1.74841,11.2365,9.80e-05,9.0,0.5156,0.8438,0.9219
92,1.46891,2.23232,11.2504,9.80e-05,9.1,0.4375,0.7344,0.8750
93,1.52604,2.79002,11.2639,9.79e-05,9.0,0.4062,0.6875,0.8125
94,1.41146,2.78023,11.2775,9.79e-05,8.9,0.2969,0.6562,0.7812
95,1.43401,1.48863,11.2909,9.78e-05,9.0,0.5469,0.8906,0.9531
96,1.35223,1.56189,11.3049,9.78e-05,8.9,0.5000,0.8594,0.9688
97,1.46589,2.53977,11.3190,9.77e-05,9.1,0.4219,0.7656,0.8594
98,1.39403,2.53743,11.3334,9.77e-05,9.0,0.4375,0.7656,0.8594
99,1.43638,2.31698,11.3472,9.76e-05,9.0,0.4375,0.7656,0.8750
100,1.45307,2.54722,11.3608,9.76e-05,8.9,0.2969,0.6875,0.8125
101,1.42951,1.53563,11.3743,9.76e-05,9.1,0.5625,0.8438,0.9531
102,1.46543,2.14966,11.3877,9.75e-05,9.0,0.4531,0.7500,0.9062
103,1.42771,2.20727,11.4013,9.75e-05,9.2,0.4844,0.7969,0.8750
104,1.36486,2.90022,11.4153,9.74e-05,9.1,0.3281,0.6250,0.7969
105,1.39658,1.83248,11.4288,9.74e-05,9.1,0.4844,0.8281,0.9375
106,1.40030,1.89577,11.4414,9.73e-05,9.0,0.5000,0.8125,0.8906
107,1.49142,1.95225,11.4540,9.73e-05,9.1,0.4844,0.8281,0.9062
108,1.40201,2.18285,11.4679,9.72e-05,8.8,0.3906,0.7969,0.8906
109,1.41647,1.49016,11.4817,9.71e-05,9.1,0.5312,0.8906,0.9531
110,1.40777,2.07256,11.4950,9.71e-05,9.0,0.4219,0.7344,0.8906
111,1.35540,1.58597,11.5085,9.70e-05,9.0,0.5469,0.8594,0.9375
112,1.37208,2.23739,11.5216,9.70e-05,8.9,0.5000,0.7812,0.8594
113,1.41040,1.95519,11.5354,9.69e-05,9.0,0.4375,0.8125,0.8750
114,1.39069,2.55638,11.5492,9.69e-05,8.9,0.3594,0.7031,0.7969
115,1.35461,1.50826,11.5620,9.68e-05,9.1,0.5625,0.8906,0.9844
116,1.37159,1.72317,11.5750,9.68e-05,9.0,0.5312,0.8438,0.9531
117,1.33503,2.02062,11.5870,9.67e-05,9.1,0.4375,0.7812,0.9375
118,1.26961,1.56060,11.5998,9.67e-05,8.9,0.5156,0.8750,0.9531
119,1.34855,2.53211,11.6129,9.66e-05,9.1,0.5000,0.7344,0.8438
120,1.39195,1.62665,11.6264,9.65e-05,9.0,0.5938,0.8750,0.9219
121,1.32252,2.18211,11.6396,9.65e-05,9.0,0.3750,0.7656,0.8750
122,1.30203,1.97189,11.6528,9.64e-05,9.0,0.4375,0.8125,0.8750
123,1.36175,2.00581,11.6658,9.64e-05,9.1,0.4688,0.8125,0.8750
124,1.29826,1.98665,11.6791,9.63e-05,8.9,0.4688,0.7969,0.9062
125,1.22700,1.36179,11.6931,9.63e-05,9.0,0.5469,0.8906,1.0000
126,1.34265,1.75019,11.7071,9.62e-05,9.0,0.4844,0.8906,0.9219
127,1.33365,1.55357,11.7207,9.61e-05,9.2,0.5625,0.8906,0.9688
128,1.29153,2.01439,11.7345,9.61e-05,9.0,0.4844,0.7969,0.9062
129,1.34646,2.35474,11.7476,9.60e-05,9.1,0.3125,0.7188,0.8281
130,1.30125,1.88821,11.7611,9.59e-05,9.1,0.5312,0.8281,0.8906
131,1.38507,1.46483,11.7745,9.59e-05,8.8,0.5625,0.9062,0.9688
132,1.28595,3.11197,11.7868,9.58e-05,8.9,0.3125,0.5469,0.7188
133,1.34903,2.24976,11.7992,9.58e-05,9.1,0.4219,0.7188,0.8906
134,1.31525,1.39495,11.8120,9.57e-05,9.0,0.5312,0.9219,0.9688
135,1.24995,2.09776,11.8255,9.56e-05,9.0,0.5000,0.7969,0.8906
136,1.22974,1.77605,11.8395,9.56e-05,9.0,0.5625,0.8594,0.8750
137,1.29686,1.22828,11.8529,9.55e-05,9.0,0.6719,0.9375,1.0000
138,1.24244,1.80954,11.8661,9.54e-05,8.9,0.4688,0.8750,0.9219
139,1.26481,2.16932,11.8794,9.54e-05,9.1,0.4688,0.7969,0.8906
140,1.25197,2.60689,11.8922,9.53e-05,9.0,0.4688,0.7656,0.8438
141,1.34544,1.95244,11.9052,9.52e-05,9.0,0.5000,0.7812,0.8750
142,1.24626,1.68482,11.9185,9.52e-05,9.0,0.4688,0.8750,0.9688
143,1.23209,1.37556,11.9315,9.51e-05,9.2,0.5469,0.9219,0.9844
144,1.15753,1.17256,11.9451,9.50e-05,9.0,0.6562,0.9688,0.9844
145,1.22138,1.64359,11.9587,9.50e-05,9.0,0.5000,0.8438,0.9531
146,1.23961,2.75988,11.9724,9.49e-05,9.0,0.4375,0.6875,0.7969
147,1.22506,1.61853,11.9857,9.48e-05,9.0,0.5781,0.9062,0.9375
148,1.30811,1.81333,11.9989,9.48e-05,9.0,0.4844,0.8438,0.9219
149,1.23943,1.90698,12.0119,9.47e-05,8.9,0.4688,0.8281,0.9375
150,1.18991,1.48015,12.0247,9.46e-05,9.1,0.5469,0.9219,0.9688
151,1.25477,1.42383,12.0375,9.46e-05,9.0,0.5781,0.8750,0.9844
152,1.21317,2.10612,12.0503,9.45e-05,8.9,0.4844,0.8125,0.8750
153,1.25267,1.93577,12.0635,9.44e-05,9.1,0.5000,0.7969,0.8906
154,1.26600,1.58875,12.0767,9.43e-05,9.2,0.5000,0.8750,0.9688
155,1.18540,2.75711,12.0896,9.43e-05,8.9,0.4688,0.6719,0.7969
156,1.23482,1.76690,12.1021,9.42e-05,9.0,0.5156,0.8750,0.9531
157,1.20049,1.43006,12.1146,9.41e-05,9.1,0.5781,0.8906,0.9844
158,1.19284,1.38812,12.1272,9.40e-05,8.9,0.5312,0.8750,1.0000
159,1.13528,1.70810,12.1405,9.40e-05,8.9,0.4844,0.8594,0.9688
160,1.23222,1.52770,12.1534,9.39e-05,9.0,0.5312,0.8906,0.9688
161,1.26760,1.78981,12.1655,9.38e-05,9.0,0.5156,0.8438,0.8906
162,1.18872,1.44904,12.1778,9.37e-05,9.0,0.5156,0.9062,1.0000
163,1.19340,1.63303,12.1907,9.37e-05,9.0,0.5469,0.8594,0.9531
164,1.19005,2.15347,12.2040,9.36e-05,9.1,0.4844,0.8125,0.8750
165,1.15768,1.71118,12.2172,9.35e-05,9.0,0.5156,0.8281,0.9531
166,1.15112,1.67000,12.2304,9.34e-05,9.0,0.4844,0.9062,0.9688
167,1.11408,2.03314,12.2434,9.34e-05,8.9,0.4688,0.8281,0.8906
168,1.21134,1.45240,12.2561,9.33e-05,8.9,0.5469,0.9062,0.9844
169,1.10281,2.34616,12.2689,9.32e-05,8.9,0.4688,0.7969,0.8594
170,1.19585,1.68220,12.2816,9.31e-05,8.9,0.5156,0.8750,0.9375
171,1.17558,1.86193,12.2944,9.30e-05,9.0,0.5156,0.8438,0.9219
172,1.16643,1.58579,12.3070,9.30e-05,9.0,0.5000,0.8906,0.9531
173,1.18515,1.31414,12.3199,9.29e-05,9.0,0.6094,0.8906,0.9844
174,1.11971,1.74114,12.3327,9.28e-05,8.8,0.5312,0.8594,0.9375
175,1.14936,1.61021,12.3451,9.27e-05,8.9,0.5625,0.8594,0.9531
176,1.16150,1.86699,12.3580,9.26e-05,8.8,0.4531,0.7812,0.9062
177,1.12328,1.90104,12.3706,9.25e-05,8.9,0.5625,0.8594,0.8750
178,1.17973,1.66418,12.3831,9.25e-05,9.0,0.5625,0.8594,0.9688
179,1.09758,1.44198,12.3955,9.24e-05,8.9,0.5312,0.9219,0.9844
180,1.27739,1.48974,12.4082,9.23e-05,8.9,0.5469,0.9062,0.9688
181,1.13423,1.75432,12.4212,9.22e-05,9.1,0.5156,0.8750,0.9062
182,1.19773,2.82099,12.4343,9.21e-05,9.1,0.2812,0.6250,0.7656
183,1.17268,1.91919,12.4463,9.20e-05,9.0,0.5625,0.8750,0.9062
184,1.12307,1.25854,12.4592,9.20e-05,8.9,0.6094,0.9219,0.9844
185,1.10899,1.42204,12.4721,9.19e-05,9.1,0.5469,0.8906,0.9844
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924,0.59324,0.64327,17.3786,1.46e-06,9.0,0.7969,0.9844,1.0000
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930,0.56173,0.60426,17.3802,1.24e-06,9.1,0.7812,0.9844,1.0000
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951,0.57968,1.24422,17.3839,6.16e-07,9.1,0.6875,0.8906,0.9531
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959,0.54950,0.84676,17.3847,4.35e-07,8.9,0.7812,0.9375,0.9688
960,0.63398,1.02386,17.3848,4.14e-07,9.0,0.6875,0.9375,0.9844
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963,0.61963,1.11435,17.3851,3.56e-07,9.0,0.6719,0.9219,0.9531
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967,0.53013,1.09977,17.3853,2.85e-07,9.0,0.7031,0.9219,0.9688
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969,0.62087,0.95433,17.3854,2.52e-07,9.1,0.7344,0.9375,0.9844
970,0.55679,0.64620,17.3854,2.37e-07,9.2,0.7969,0.9844,1.0000
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978,0.58952,1.23181,17.3857,1.30e-07,8.9,0.7031,0.8906,0.9375
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980,0.57863,1.40397,17.3858,1.09e-07,9.1,0.6875,0.8750,0.9531
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982,0.54231,0.83922,17.3858,8.90e-08,9.1,0.7812,0.9531,1.0000
983,0.56070,0.99297,17.3858,7.99e-08,9.1,0.7031,0.9375,1.0000
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987,0.60238,1.01871,17.3859,4.84e-08,9.0,0.7344,0.9375,0.9688
988,0.55970,0.93156,17.3859,4.17e-08,8.9,0.7500,0.9375,0.9844
989,0.55671,0.60996,17.3859,3.55e-08,8.9,0.7969,0.9688,1.0000
990,0.52725,0.80122,17.3859,2.99e-08,9.1,0.7656,0.9688,1.0000
991,0.59776,0.82914,17.3859,2.47e-08,8.9,0.7656,0.9375,0.9844
992,0.58022,1.17563,17.3859,2.00e-08,8.9,0.6875,0.8906,0.9688
993,0.66224,0.78337,17.3859,1.58e-08,9.0,0.7969,0.9531,0.9844
994,0.57188,0.81761,17.3859,1.21e-08,8.9,0.7656,0.9531,1.0000
995,0.61055,0.69597,17.3859,8.88e-09,8.9,0.7500,0.9688,0.9844
996,0.58600,0.58290,17.3859,6.17e-09,8.9,0.8125,1.0000,1.0000
997,0.62883,0.65771,17.3859,3.95e-09,8.9,0.7969,0.9688,1.0000
998,0.60707,0.97587,17.3859,2.22e-09,9.0,0.7344,0.9375,0.9688
999,0.65765,1.37721,17.3859,9.87e-10,9.0,0.6562,0.8906,0.9375
1000,0.59117,0.87139,17.3859,2.47e-10,8.9,0.7500,0.9531,1.0000