epoch,train_loss,train_acc,val_loss,val_acc
0,0.719775,0.5256,0.677699,0.5065
1,0.669485,0.5918,0.631929,0.6736
2,0.564349,0.7222,0.447882,0.7584
3,0.404132,0.7878,0.361196,0.7879
4,0.356297,0.7934,0.350715,0.8000
5,0.325877,0.7962,0.317133,0.8009
6,0.312718,0.8051,0.312726,0.7835
7,0.299826,0.8116,0.303875,0.8009
8,0.295326,0.7993,0.297842,0.7844
9,0.289169,0.8049,0.296442,0.7810
10,0.287530,0.8030,0.295252,0.8078
11,0.286639,0.8047,0.293235,0.7810
12,0.282396,0.8079,0.290148,0.7844
13,0.283917,0.8116,0.292370,0.8078
14,0.281477,0.8077,0.289289,0.7775
15,0.280640,0.8090,0.289162,0.7931
16,0.279523,0.7984,0.286373,0.8035
17,0.278137,0.8049,0.287231,0.7697
18,0.277621,0.8016,0.286532,0.7939
19,0.276663,0.8149,0.289411,0.7870
20,0.277353,0.8056,0.288176,0.7861
21,0.276881,0.8060,0.291075,0.7818
22,0.279031,0.8003,0.286071,0.7844
23,0.275155,0.8105,0.285467,0.8035
24,0.277075,0.8121,0.287740,0.7957
25,0.278245,0.8008,0.286259,0.7844
26,0.275643,0.8090,0.288416,0.8043
27,0.277318,0.8045,0.288071,0.7844
28,0.277185,0.7995,0.284879,0.7965
29,0.275633,0.8058,0.285474,0.7775
30,0.276971,0.8123,0.285896,0.7801
31,0.275900,0.8019,0.287208,0.7818
32,0.275768,0.8064,0.285757,0.7818
33,0.274479,0.8023,0.286564,0.7844
34,0.273822,0.8088,0.284284,0.7861
35,0.275053,0.8006,0.285600,0.7818
36,0.274465,0.8077,0.283708,0.7939
37,0.274064,0.8082,0.284677,0.7801
38,0.274595,0.7995,0.284570,0.7861
39,0.273791,0.8021,0.285283,0.7827
40,0.273231,0.8016,0.284414,0.7810
41,0.273415,0.8034,0.284136,0.7801
42,0.274043,0.8008,0.285906,0.7853
43,0.273657,0.7971,0.283915,0.7740
44,0.272669,0.8138,0.283469,0.7887
45,0.272778,0.8069,0.283842,0.7740
46,0.273125,0.8127,0.286279,0.7835
47,0.273400,0.8095,0.283871,0.7887
48,0.274397,0.7995,0.283888,0.7939
49,0.273564,0.8058,0.287481,0.7983
50,0.275707,0.8012,0.283534,0.7853
51,0.274166,0.7997,0.284316,0.7853
52,0.273509,0.8014,0.283585,0.8078
53,0.272741,0.8019,0.285525,0.7827
54,0.273024,0.8060,0.284093,0.7810
55,0.272915,0.8027,0.285282,0.7844
56,0.273237,0.8006,0.283888,0.7810
57,0.272958,0.8045,0.285782,0.7861
58,0.275146,0.8066,0.283346,0.8078
59,0.273804,0.7982,0.285548,0.7870
60,0.273382,0.8025,0.284765,0.7827
61,0.272919,0.8047,0.284418,0.7792
62,0.273079,0.8043,0.283696,0.7801
63,0.273774,0.7954,0.283171,0.7974
64,0.272412,0.7958,0.284217,0.7766
65,0.273418,0.8043,0.284663,0.7835
66,0.273461,0.8064,0.286426,0.7844
67,0.273550,0.7999,0.283206,0.7948
68,0.272104,0.8062,0.284164,0.7827
69,0.272176,0.8062,0.284889,0.7827
70,0.273073,0.8047,0.283353,0.7810
71,0.272651,0.8090,0.283698,0.7835
72,0.274594,0.8047,0.284747,0.7810
73,0.274113,0.8027,0.283350,0.7939
74,0.277556,0.8047,0.285545,0.7844
75,0.273902,0.8034,0.285420,0.7853
76,0.273100,0.8101,0.283528,0.7801
77,0.272906,0.8036,0.283282,0.7835
78,0.271911,0.8049,0.283008,0.7957
79,0.272633,0.8045,0.284483,0.7827
80,0.272948,0.8058,0.284117,0.7810
81,0.271893,0.8075,0.283586,0.7844
82,0.272043,0.7980,0.283509,0.7835
83,0.272230,0.8084,0.283650,0.7827
84,0.272174,0.8056,0.283447,0.7853
85,0.272193,0.8040,0.283542,0.7870
86,0.272552,0.8001,0.283611,0.7861
87,0.272783,0.8010,0.284290,0.8035
88,0.273529,0.8053,0.285682,0.7844
89,0.272532,0.8079,0.283187,0.7905
90,0.272427,0.8043,0.283354,0.7714
91,0.272009,0.8095,0.284762,0.7844
92,0.272000,0.8066,0.283608,0.7835
93,0.271835,0.8064,0.282902,0.7991
94,0.272911,0.8058,0.285053,0.7844
95,0.271512,0.8066,0.284397,0.7905
96,0.272929,0.7932,0.283650,0.7775
97,0.271978,0.8058,0.282831,0.8017
98,0.272095,0.8047,0.285113,0.7844
99,0.272273,0.8077,0.283804,0.7844
100,0.272107,0.8056,0.283015,0.7870
101,0.273880,0.8019,0.283284,0.8009
102,0.272821,0.7988,0.284135,0.7801
103,0.272794,0.8030,0.283242,0.8017
104,0.272019,0.8045,0.283989,0.7818
105,0.272274,0.8030,0.284262,0.7844
106,0.272577,0.8058,0.283733,0.7818
107,0.272392,0.8025,0.283824,0.7835
108,0.271877,0.8043,0.283181,0.7784
109,0.272967,0.7986,0.282844,0.7991
110,0.271871,0.8062,0.284326,0.7844
111,0.271964,0.8066,0.283284,0.7939
112,0.271584,0.8025,0.283298,0.7844
113,0.272303,0.8032,0.284398,0.7844
114,0.271868,0.8110,0.282947,0.7870
115,0.272260,0.8010,0.283360,0.7861
116,0.272626,0.8032,0.283710,0.7818
117,0.272894,0.8049,0.284204,0.7844
118,0.272249,0.8030,0.284285,0.7835
119,0.272578,0.8049,0.283011,0.7861
120,0.271672,0.8075,0.283810,0.7861
121,0.271810,0.8077,0.284107,0.7818
122,0.271168,0.8140,0.285880,0.7861
123,0.272724,0.8012,0.283234,0.7835
124,0.271712,0.8073,0.284062,0.7818
125,0.272766,0.8053,0.284527,0.7844
126,0.271845,0.7990,0.282901,0.7974
127,0.272114,0.7984,0.283384,0.7844
128,0.271883,0.8001,0.284176,0.7844
129,0.272072,0.8066,0.283572,0.7853
130,0.272062,0.8043,0.283264,0.8017
131,0.273158,0.8066,0.283656,0.7844
132,0.271966,0.8040,0.283059,0.7758
133,0.271651,0.8053,0.283774,0.7844
134,0.271794,0.8043,0.283414,0.7810
135,0.271394,0.8121,0.284471,0.7844
136,0.271950,0.8105,0.283296,0.7775
137,0.272452,0.7997,0.282973,0.7887
138,0.272057,0.8021,0.283847,0.7835
139,0.271599,0.8090,0.283487,0.7827
140,0.271613,0.8147,0.283491,0.7835
141,0.271272,0.8125,0.283447,0.7827
142,0.271760,0.8110,0.284061,0.7827
143,0.272038,0.7951,0.283190,0.7818
144,0.272681,0.8025,0.284134,0.7861
145,0.271797,0.8075,0.283190,0.7723
146,0.271673,0.8049,0.282896,0.7870
147,0.271697,0.8056,0.284094,0.7844
148,0.271809,0.8069,0.283594,0.7835
149,0.272209,0.8014,0.282860,0.7922
150,0.271254,0.8058,0.283583,0.7827
151,0.271295,0.8101,0.284238,0.7835
152,0.272544,0.8027,0.283907,0.7835
153,0.271432,0.8095,0.282983,0.7905
154,0.270778,0.8173,0.283808,0.7818
155,0.272019,0.8023,0.284312,0.7835
156,0.271922,0.8034,0.283314,0.7792
157,0.272246,0.7999,0.283599,0.7784
158,0.271454,0.8051,0.284000,0.7844
159,0.272434,0.8051,0.283111,0.7957
160,0.272083,0.8069,0.283188,0.7810
161,0.272654,0.8019,0.283834,0.7844
162,0.271463,0.8047,0.283636,0.7844
163,0.272178,0.8030,0.283445,0.7870
164,0.272183,0.7993,0.283300,0.7801
165,0.271909,0.8053,0.284671,0.7844
166,0.272163,0.8047,0.283206,0.7766
167,0.272133,0.8036,0.284489,0.7861
168,0.271713,0.8075,0.283647,0.7827
169,0.272093,0.8053,0.284231,0.7896
170,0.272712,0.8056,0.284040,0.7835
171,0.272401,0.7997,0.283218,0.7810
172,0.271594,0.8073,0.283434,0.7766
173,0.272032,0.7964,0.283515,0.7931
174,0.273306,0.8040,0.283298,0.7965
175,0.272660,0.8003,0.284291,0.7844
176,0.272106,0.8071,0.285197,0.8043
177,0.272882,0.8019,0.283652,0.7775
178,0.272393,0.8034,0.284742,0.7827
179,0.271811,0.8105,0.283898,0.7844
180,0.271818,0.7995,0.283414,0.7801
181,0.272419,0.8079,0.283435,0.7827
182,0.271629,0.8043,0.282930,0.7844
183,0.272076,0.8062,0.283305,0.7827
184,0.271826,0.8027,0.283324,0.7870
185,0.272195,0.8047,0.283339,0.7948
186,0.272681,0.7997,0.284148,0.7844
187,0.272140,0.8043,0.283489,0.7835
188,0.271733,0.8071,0.282568,0.8087
189,0.271441,0.8101,0.284110,0.7844
190,0.272017,0.8058,0.283737,0.7835
191,0.272105,0.7973,0.283818,0.7818
192,0.272237,0.8038,0.283080,0.7766
193,0.271071,0.8090,0.283877,0.7844
194,0.272266,0.8032,0.284182,0.7844
195,0.272266,0.8012,0.282710,0.8009
196,0.271917,0.8058,0.283134,0.7792
197,0.272058,0.8071,0.283803,0.7844
198,0.271585,0.8047,0.282840,0.7905
199,0.271840,0.8066,0.283544,0.7801