result_file.txt

Epochs,loss,accuracy,val_loss,val_accuracy,lr
0,6.725713,0.883915,5.331422,0.818493,0.000500
1,3.206936,0.935529,3.345324,0.675636,0.000500
2,1.835033,0.949230,1.963830,0.869863,0.000500
3,1.189201,0.956456,1.420950,0.868885,0.000500
4,0.850855,0.960961,1.339656,0.824853,0.000500
5,0.636867,0.966404,1.147563,0.807241,0.000500
6,0.525293,0.966779,1.034434,0.820939,0.000500
7,0.451670,0.969782,1.116887,0.806262,0.000500
8,0.385036,0.973630,0.996758,0.856164,0.000500
9,0.340827,0.974756,1.298555,0.769569,0.000500
10,0.331318,0.974474,1.004219,0.833170,0.000500
11,0.285045,0.977008,0.947744,0.795988,0.000500
12,0.270391,0.978322,0.861872,0.854207,0.000500
13,0.259875,0.976914,1.033681,0.747554,0.000500
14,0.244052,0.980293,1.995923,0.630626,0.000500
15,0.258240,0.976351,0.973141,0.793542,0.000500
16,0.262713,0.977196,0.652874,0.902153,0.000500
17,0.207273,0.984047,0.809008,0.850294,0.000500
18,0.208833,0.980105,0.926221,0.782290,0.000500
19,0.196254,0.980293,1.089953,0.729452,0.000500
20,0.214348,0.977477,0.976277,0.799902,0.000500
21,0.192235,0.983671,0.934800,0.766145,0.000500
22,0.198481,0.982076,1.159512,0.804795,0.000500
23,0.200289,0.980574,1.040937,0.760274,0.000500
24,0.188589,0.984328,0.813896,0.817025,0.000500
25,0.185881,0.980950,2.172483,0.703523,0.000500
26,0.185915,0.983390,0.807212,0.823875,0.000500
27,0.165790,0.985173,0.834865,0.829256,0.000500
28,0.186052,0.982170,0.859186,0.791096,0.000500
29,0.177203,0.983577,0.657531,0.839041,0.000500
30,0.152512,0.986299,0.630557,0.883072,0.000500
31,0.180818,0.982264,0.889900,0.778865,0.000500
32,0.188148,0.982264,0.732481,0.849804,0.000500
33,0.176869,0.984703,0.821512,0.830724,0.000500
34,0.156621,0.985830,0.940824,0.775440,0.000500
35,0.148445,0.987613,0.712806,0.862035,0.000500
36,0.150267,0.984703,0.834691,0.833170,0.000500
37,0.167644,0.983577,0.726148,0.846380,0.000500
38,0.170925,0.984234,0.628394,0.876712,0.000500
39,0.159467,0.985642,0.714776,0.844912,0.000500
40,0.152985,0.984422,0.701921,0.858611,0.000500
41,0.156329,0.984516,0.616351,0.863503,0.000500
42,0.170020,0.983202,0.728383,0.863014,0.000500
43,0.154022,0.985267,0.796757,0.810665,0.000500
44,0.142196,0.988176,0.687654,0.843444,0.000500
45,0.143879,0.985642,0.559998,0.904110,0.000500
46,0.138473,0.987988,0.739657,0.868395,0.000500
47,0.131769,0.988176,0.970343,0.773973,0.000500
48,0.128328,0.989020,0.553645,0.886497,0.000500
49,0.126031,0.990334,0.974899,0.814090,0.000500
50,0.160053,0.982170,0.732971,0.851761,0.000500
51,0.149843,0.986393,0.744027,0.845890,0.000500
52,0.118676,0.990709,0.665895,0.858611,0.000500
53,0.123029,0.988457,1.059898,0.721135,0.000500
54,0.114603,0.990146,0.798286,0.833170,0.000500
55,0.115167,0.990334,0.731955,0.853718,0.000500
56,0.146056,0.985079,0.782301,0.832192,0.000500
57,0.145109,0.984140,1.206150,0.711840,0.000500
58,0.143896,0.985923,0.777127,0.812133,0.000500
59,0.121881,0.990522,0.763327,0.841977,0.000500
60,0.139123,0.986299,0.967048,0.802838,0.000500
61,0.138372,0.989114,0.680809,0.853718,0.000500
62,0.139022,0.985830,0.848408,0.795010,0.000500
63,0.122637,0.989583,0.627649,0.875734,0.000500
64,0.114600,0.989771,0.752200,0.846380,0.000500
65,0.101844,0.991836,0.634950,0.878180,0.000400
66,0.094590,0.992774,0.644431,0.869863,0.000400
67,0.092680,0.993149,0.659898,0.871331,0.000400
68,0.090989,0.993056,0.616039,0.876712,0.000400
69,0.105196,0.989959,0.662611,0.861057,0.000400
70,0.093138,0.993431,0.675608,0.859589,0.000400
71,0.083992,0.993431,0.636702,0.868395,0.000400
72,0.085161,0.993337,0.756669,0.826321,0.000400
73,0.082586,0.992868,0.624508,0.837573,0.000400
74,0.111927,0.987894,0.839025,0.837084,0.000400
75,0.096827,0.991836,0.524074,0.883072,0.000400
76,0.091238,0.990616,0.915315,0.818004,0.000400
77,0.101500,0.989583,0.809822,0.875245,0.000400
78,0.099993,0.991554,0.616110,0.869374,0.000400
79,0.103809,0.987988,0.698786,0.868885,0.000400
80,0.091495,0.992399,0.672812,0.860568,0.000400
81,0.087912,0.991554,0.827555,0.786204,0.000400
82,0.088517,0.992774,0.773286,0.800391,0.000400
83,0.089771,0.991179,0.742113,0.821918,0.000400
84,0.077261,0.994369,0.627892,0.856654,0.000320
85,0.073479,0.994088,0.679154,0.851272,0.000320
86,0.077366,0.992492,0.534548,0.871820,0.000320
87,0.072986,0.994088,0.619708,0.875245,0.000320
88,0.074095,0.993431,0.667562,0.844423,0.000320
89,0.066254,0.995214,0.575619,0.878180,0.000320
90,0.078812,0.992586,0.731995,0.802838,0.000320
91,0.079280,0.992492,0.536994,0.887965,0.000320
92,0.070203,0.994557,0.539220,0.895303,0.000320
93,0.083132,0.991648,0.940712,0.807241,0.000320
94,0.082568,0.992492,0.654154,0.867906,0.000320
95,0.098947,0.988926,0.573378,0.870842,0.000320
96,0.083281,0.991742,1.233799,0.800881,0.000320
97,0.091387,0.990709,0.677390,0.846869,0.000320
98,0.073559,0.994745,0.778262,0.811155,0.000320
99,0.068998,0.994745,0.671974,0.833659,0.000320
100,0.069307,0.994276,0.611888,0.871820,0.000256
101,0.061495,0.994932,0.581230,0.866928,0.000256
102,0.058823,0.996059,0.625001,0.849804,0.000256
103,0.068456,0.994369,0.638053,0.857632,0.000256
104,0.072345,0.993056,0.645657,0.858611,0.000256
105,0.062954,0.995402,0.614283,0.871820,0.000256
106,0.059745,0.995871,0.819962,0.808708,0.000256
107,0.059090,0.995777,0.616833,0.863014,0.000256
108,0.073802,0.992211,0.615059,0.857632,0.000256
109,0.067783,0.993900,0.587214,0.853718,0.000256
110,0.065109,0.994463,0.583160,0.866438,0.000256
111,0.062275,0.994932,0.613498,0.870352,0.000256
112,0.065092,0.994182,0.586732,0.855186,0.000256
113,0.058160,0.996340,0.516663,0.887476,0.000205
114,0.055309,0.995965,0.575653,0.875734,0.000205
115,0.056257,0.995589,0.539510,0.867906,0.000205
116,0.051178,0.996809,0.576658,0.876712,0.000205
117,0.049847,0.996622,0.586625,0.864481,0.000205
118,0.052219,0.995777,0.580572,0.869863,0.000205
119,0.052768,0.995871,0.551633,0.879158,0.000205
120,0.054462,0.995683,0.548456,0.875245,0.000205
121,0.054221,0.995214,0.668363,0.862035,0.000205
122,0.055190,0.996059,0.583672,0.856164,0.000205
123,0.053338,0.996528,0.528223,0.874266,0.000205
124,0.050957,0.996434,0.780421,0.793542,0.000205
125,0.057586,0.994276,0.525300,0.878669,0.000205
126,0.053129,0.996152,0.649398,0.831213,0.000205
127,0.052270,0.996059,0.571241,0.858611,0.000205
128,0.049808,0.996528,0.606808,0.852251,0.000164
129,0.050061,0.996809,0.598976,0.836595,0.000164
130,0.046786,0.996903,0.596341,0.855675,0.000164
131,0.045194,0.997279,0.662674,0.843933,0.000164
132,0.045984,0.996809,0.621050,0.859589,0.000164
133,0.045390,0.996528,0.537736,0.872798,0.000164
134,0.043864,0.996434,0.570619,0.871820,0.000164
135,0.051902,0.995120,0.590803,0.867906,0.000164
136,0.050438,0.995589,0.572149,0.874266,0.000164
137,0.050566,0.996246,0.583668,0.865460,0.000164
138,0.057150,0.994276,0.543266,0.869863,0.000164
139,0.047840,0.996622,0.514786,0.876712,0.000164
140,0.047762,0.996340,0.520998,0.887965,0.000164
141,0.044163,0.997185,0.561529,0.883072,0.000164
142,0.045039,0.996997,0.474045,0.891389,0.000164
143,0.042213,0.996715,0.514047,0.888943,0.000164
144,0.043541,0.996997,0.511327,0.885519,0.000164
145,0.041791,0.996997,0.477526,0.892857,0.000164
146,0.046463,0.996152,0.584493,0.867417,0.000164
147,0.042376,0.996809,0.537588,0.878180,0.000164
148,0.040991,0.997279,0.506516,0.891389,0.000164
149,0.042530,0.996246,0.559121,0.871331,0.000164
150,0.042353,0.996622,0.631292,0.856654,0.000164
151,0.049184,0.994839,0.670399,0.831703,0.000164
152,0.044101,0.996152,0.590467,0.871820,0.000164
153,0.042027,0.996903,0.553884,0.873777,0.000164
154,0.041204,0.996528,0.577513,0.876223,0.000164
155,0.043525,0.995495,0.636427,0.866928,0.000164
156,0.050135,0.995308,1.073295,0.697162,0.000164
157,0.052075,0.995120,0.507538,0.892368,0.000164
158,0.057905,0.993243,0.555513,0.887965,0.000164
159,0.053956,0.995214,0.539727,0.886497,0.000131
160,0.048505,0.995965,0.516099,0.888454,0.000131
161,0.045055,0.996809,0.615469,0.869374,0.000131
162,0.041646,0.997185,0.609699,0.849804,0.000131
163,0.042128,0.996903,0.639782,0.846869,0.000131
164,0.042004,0.997185,0.544060,0.891389,0.000131
165,0.040155,0.996903,0.582132,0.876712,0.000131
166,0.039116,0.997279,0.589813,0.873777,0.000131
167,0.040130,0.996903,0.605065,0.868395,0.000131
168,0.038011,0.997279,0.628610,0.871331,0.000131
169,0.038689,0.996903,0.559384,0.883072,0.000131
170,0.038060,0.996903,0.599304,0.875245,0.000131
171,0.039142,0.996997,0.562767,0.881605,0.000131
172,0.037209,0.997279,0.535937,0.878669,0.000131
173,0.039477,0.996340,0.738185,0.822896,0.000131
174,0.041501,0.996809,0.599185,0.871820,0.000131
175,0.038213,0.997466,0.558176,0.863992,0.000131
176,0.036382,0.997372,0.549299,0.882094,0.000131
177,0.037929,0.996997,0.543091,0.883562,0.000131
178,0.037204,0.997185,0.616475,0.868395,0.000131
179,0.038283,0.996903,0.704805,0.824364,0.000131
180,0.038737,0.996152,0.559966,0.873777,0.000131
181,0.038493,0.996715,0.618206,0.875245,0.000131
182,0.038758,0.997466,0.620717,0.863014,0.000131
183,0.041444,0.996622,0.594242,0.867417,0.000131
184,0.038743,0.996340,0.637713,0.830724,0.000131
185,0.038580,0.996809,0.742720,0.823386,0.000131
186,0.038254,0.996622,0.592852,0.875734,0.000131
187,0.035269,0.997654,0.625863,0.859100,0.000105
188,0.036223,0.997185,0.649868,0.836595,0.000105
189,0.034692,0.997654,0.618168,0.849804,0.000105
190,0.034598,0.997748,0.582595,0.853229,0.000105
191,0.034430,0.997654,0.512171,0.875734,0.000105
192,0.033794,0.997560,0.599128,0.867906,0.000105
193,0.034384,0.997185,0.614309,0.870842,0.000105
194,0.034967,0.998029,0.803207,0.819472,0.000105
195,0.033805,0.997372,0.668329,0.851761,0.000105
196,0.033808,0.997560,0.672537,0.836595,0.000105
197,0.033345,0.997372,0.664070,0.832681,0.000105
198,0.033046,0.997654,0.859082,0.782290,0.000105
199,0.034844,0.997091,0.517646,0.878669,0.000105
200,0.032795,0.997654,0.582285,0.858611,0.000105
201,0.034296,0.997466,0.585282,0.867906,0.000105
202,0.033792,0.997466,0.536382,0.875734,0.000105
203,0.036791,0.996903,0.663974,0.860568,0.000105
204,0.034674,0.997466,0.581977,0.864481,0.000105
205,0.034143,0.997842,0.579049,0.864971,0.000105
206,0.032281,0.998029,0.618025,0.860568,0.000105
207,0.032398,0.997466,0.694084,0.854697,0.000105
208,0.034083,0.997279,0.666811,0.851272,0.000105
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213,0.037861,0.996809,0.574859,0.875245,0.000105
214,0.037755,0.996152,0.581497,0.868885,0.000105
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220,0.034280,0.997279,0.586453,0.872309,0.000100
221,0.033336,0.997372,0.569011,0.868885,0.000100
222,0.034541,0.997091,0.642876,0.862524,0.000100
223,0.033141,0.997279,0.603755,0.864481,0.000100
224,0.032793,0.997372,0.572459,0.873777,0.000100
225,0.031277,0.997935,0.633312,0.842955,0.000100
226,0.031258,0.997935,0.533663,0.877202,0.000100
227,0.033713,0.996997,0.547706,0.873288,0.000100
228,0.032129,0.997654,0.653394,0.858611,0.000100
229,0.030367,0.998123,0.706131,0.840509,0.000100
230,0.037667,0.996059,0.700082,0.846380,0.000100
231,0.043536,0.995965,0.717045,0.863503,0.000100
232,0.036180,0.996809,0.634525,0.860078,0.000100
233,0.034647,0.996903,0.626389,0.868395,0.000100
234,0.032879,0.998029,0.559259,0.878669,0.000100
235,0.033968,0.997560,0.671395,0.861057,0.000100
236,0.033719,0.997279,0.570182,0.872309,0.000100
237,0.033328,0.997560,0.697624,0.863992,0.000100
238,0.034833,0.996903,0.604976,0.870842,0.000100
239,0.036735,0.996152,0.524715,0.891389,0.000100
240,0.035421,0.996715,0.715306,0.853229,0.000100
241,0.036388,0.996528,0.636626,0.862524,0.000100
242,0.036442,0.996715,0.706181,0.838552,0.000100
243,0.034452,0.997372,0.921575,0.749022,0.000100
244,0.034555,0.997185,0.588712,0.864971,0.000100
245,0.032959,0.997748,0.565627,0.859589,0.000100
246,0.036066,0.996809,0.538483,0.866438,0.000100
247,0.035025,0.997185,0.494846,0.887476,0.000100
248,0.034324,0.997466,0.517714,0.882094,0.000100
249,0.035298,0.997091,0.568986,0.871331,0.000100
250,0.032343,0.997842,0.528359,0.881605,0.000100
251,0.033391,0.997185,0.549756,0.878669,0.000100
252,0.032816,0.997091,0.530404,0.878669,0.000100
253,0.034433,0.996622,0.602761,0.853229,0.000100
254,0.031978,0.997560,0.557795,0.884051,0.000100
255,0.031945,0.997654,0.635744,0.864481,0.000100
256,0.030428,0.998029,0.533526,0.874755,0.000100
257,0.031682,0.997372,0.632574,0.842955,0.000100
258,0.030598,0.997935,0.557926,0.855186,0.000100
259,0.031917,0.997935,0.569011,0.867906,0.000100
260,0.030900,0.997842,0.669448,0.860078,0.000100
261,0.031780,0.997560,0.653091,0.851761,0.000100
262,0.030897,0.997466,0.663931,0.855186,0.000100
263,0.029536,0.997935,0.691509,0.828767,0.000100
264,0.030452,0.997748,0.677620,0.825342,0.000100
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