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https://github.com/MartinThoma/LaTeX-examples.git
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5.1 KiB
5.1 KiB
1 | epoch | loss | acc | val_acc |
---|---|---|---|---|
2 | 1 | 4.6100 | 0.0552 | 0.1606 |
3 | 2 | 4.1605 | 0.1103 | 0.2104 |
4 | 3 | 3.9724 | 0.1476 | 0.2412 |
5 | 4 | 3.8213 | 0.1767 | 0.2732 |
6 | 5 | 3.6986 | 0.2015 | 0.2986 |
7 | 6 | 3.5986 | 0.2231 | 0.3240 |
8 | 7 | 3.5173 | 0.2402 | 0.3346 |
9 | 8 | 3.4492 | 0.2551 | 0.3528 |
10 | 9 | 3.3826 | 0.2691 | 0.3594 |
11 | 10 | 3.3242 | 0.2783 | 0.3682 |
12 | 11 | 3.2695 | 0.2902 | 0.3736 |
13 | 12 | 3.2261 | 0.2967 | 0.3888 |
14 | 13 | 3.1690 | 0.3071 | 0.3964 |
15 | 14 | 3.1297 | 0.3107 | 0.4062 |
16 | 15 | 3.0864 | 0.3211 | 0.4102 |
17 | 16 | 3.0475 | 0.3275 | 0.4190 |
18 | 17 | 3.0151 | 0.3350 | 0.4222 |
19 | 18 | 2.9717 | 0.3403 | 0.4268 |
20 | 19 | 2.9395 | 0.3459 | 0.4330 |
21 | 20 | 2.9139 | 0.3509 | 0.4408 |
22 | 21 | 2.8745 | 0.3581 | 0.4432 |
23 | 22 | 2.8503 | 0.3608 | 0.4518 |
24 | 23 | 2.8153 | 0.3663 | 0.4586 |
25 | 24 | 2.7865 | 0.3732 | 0.4590 |
26 | 25 | 2.7587 | 0.3778 | 0.4638 |
27 | 26 | 2.7410 | 0.3779 | 0.4652 |
28 | 27 | 2.7116 | 0.3829 | 0.4768 |
29 | 28 | 2.6860 | 0.3899 | 0.4782 |
30 | 29 | 2.6641 | 0.3907 | 0.4750 |
31 | 30 | 2.6449 | 0.3902 | 0.4874 |
32 | 31 | 2.6196 | 0.4008 | 0.4868 |
33 | 32 | 2.6022 | 0.4035 | 0.4922 |
34 | 33 | 2.5804 | 0.4036 | 0.4858 |
35 | 34 | 2.5637 | 0.4090 | 0.4894 |
36 | 35 | 2.5463 | 0.4110 | 0.4984 |
37 | 36 | 2.5188 | 0.4148 | 0.4962 |
38 | 37 | 2.5075 | 0.4190 | 0.5012 |
39 | 38 | 2.4921 | 0.4204 | 0.5020 |
40 | 39 | 2.4639 | 0.4262 | 0.5066 |
41 | 40 | 2.4608 | 0.4247 | 0.5080 |
42 | 41 | 2.4353 | 0.4308 | 0.5098 |
43 | 42 | 2.4269 | 0.4299 | 0.5100 |
44 | 43 | 2.4072 | 0.4355 | 0.5158 |
45 | 44 | 2.3973 | 0.4367 | 0.5142 |
46 | 45 | 2.3790 | 0.4404 | 0.5138 |
47 | 46 | 2.3677 | 0.4442 | 0.5140 |
48 | 47 | 2.3499 | 0.4441 | 0.5200 |
49 | 48 | 2.3353 | 0.4493 | 0.5196 |
50 | 49 | 2.3238 | 0.4490 | 0.5260 |
51 | 50 | 2.3171 | 0.4504 | 0.5256 |
52 | 51 | 2.2966 | 0.4528 | 0.5304 |
53 | 52 | 2.2860 | 0.4558 | 0.5260 |
54 | 53 | 2.2772 | 0.4542 | 0.5312 |
55 | 54 | 2.2609 | 0.4613 | 0.5258 |
56 | 55 | 2.2578 | 0.4585 | 0.5312 |
57 | 56 | 2.2455 | 0.4634 | 0.5304 |
58 | 57 | 2.2359 | 0.4648 | 0.5318 |
59 | 58 | 2.2247 | 0.4672 | 0.5334 |
60 | 59 | 2.2070 | 0.4694 | 0.5372 |
61 | 60 | 2.2062 | 0.4681 | 0.5378 |
62 | 61 | 2.1972 | 0.4707 | 0.5402 |
63 | 62 | 2.1799 | 0.4740 | 0.5434 |
64 | 63 | 2.1758 | 0.4731 | 0.5480 |
65 | 64 | 2.1718 | 0.4746 | 0.5452 |
66 | 65 | 2.1538 | 0.4791 | 0.5462 |
67 | 66 | 2.1465 | 0.4800 | 0.5456 |
68 | 67 | 2.1377 | 0.4805 | 0.5508 |
69 | 68 | 2.1295 | 0.4850 | 0.5558 |
70 | 69 | 2.1195 | 0.4850 | 0.5486 |
71 | 70 | 2.1110 | 0.4866 | 0.5534 |
72 | 71 | 2.0981 | 0.4879 | 0.5550 |
73 | 72 | 2.0920 | 0.4927 | 0.5566 |
74 | 73 | 2.0920 | 0.4887 | 0.5578 |
75 | 74 | 2.0693 | 0.4975 | 0.5576 |
76 | 75 | 2.0716 | 0.4932 | 0.5582 |
77 | 76 | 2.0622 | 0.4969 | 0.5588 |
78 | 77 | 2.0610 | 0.4921 | 0.5572 |
79 | 78 | 2.0498 | 0.5010 | 0.5614 |
80 | 79 | 2.0496 | 0.4978 | 0.5656 |
81 | 80 | 2.0306 | 0.5028 | 0.5688 |
82 | 81 | 2.0261 | 0.5034 | 0.5678 |
83 | 82 | 2.0108 | 0.5094 | 0.5688 |
84 | 83 | 2.0131 | 0.5065 | 0.5638 |
85 | 84 | 2.0086 | 0.5055 | 0.5692 |
86 | 85 | 2.0030 | 0.5056 | 0.5702 |
87 | 86 | 1.9972 | 0.5074 | 0.5764 |
88 | 87 | 1.9911 | 0.5096 | 0.5756 |
89 | 88 | 1.9819 | 0.5106 | 0.5742 |
90 | 89 | 1.9780 | 0.5124 | 0.5764 |
91 | 90 | 1.9694 | 0.5133 | 0.5718 |
92 | 91 | 1.9697 | 0.5108 | 0.5782 |
93 | 92 | 1.9537 | 0.5164 | 0.5672 |
94 | 93 | 1.9427 | 0.5195 | 0.5772 |
95 | 94 | 1.9474 | 0.5171 | 0.5792 |
96 | 95 | 1.9404 | 0.5196 | 0.5834 |
97 | 96 | 1.9371 | 0.5216 | 0.5814 |
98 | 97 | 1.9278 | 0.5230 | 0.5784 |
99 | 98 | 1.9292 | 0.5229 | 0.5770 |
100 | 99 | 1.9177 | 0.5266 | 0.5794 |
101 | 100 | 1.9136 | 0.5252 | 0.5816 |
102 | 101 | 1.9191 | 0.5219 | 0.5846 |
103 | 102 | 1.9053 | 0.5267 | 0.5806 |
104 | 103 | 1.8891 | 0.5302 | 0.5842 |
105 | 104 | 1.8991 | 0.5262 | 0.5812 |
106 | 105 | 1.8834 | 0.5301 | 0.5876 |
107 | 106 | 1.8868 | 0.5286 | 0.5880 |
108 | 107 | 1.8771 | 0.5314 | 0.5916 |
109 | 108 | 1.8667 | 0.5348 | 0.5900 |
110 | 109 | 1.8697 | 0.5302 | 0.5894 |
111 | 110 | 1.8650 | 0.5334 | 0.5868 |
112 | 111 | 1.8641 | 0.5286 | 0.5950 |
113 | 112 | 1.8487 | 0.5365 | 0.5888 |
114 | 113 | 1.8547 | 0.5365 | 0.5834 |
115 | 114 | 1.8418 | 0.5404 | 0.5966 |
116 | 115 | 1.8419 | 0.5377 | 0.5888 |
117 | 116 | 1.8384 | 0.5397 | 0.5964 |
118 | 117 | 1.8316 | 0.5383 | 0.5942 |
119 | 118 | 1.8336 | 0.5395 | 0.5962 |
120 | 119 | 1.8204 | 0.5443 | 0.5886 |
121 | 120 | 1.8107 | 0.5455 | 0.5898 |
122 | 121 | 1.8179 | 0.5421 | 0.5898 |
123 | 122 | 1.8113 | 0.5423 | 0.5932 |
124 | 123 | 1.8027 | 0.5462 | 0.5998 |
125 | 124 | 1.8049 | 0.5451 | 0.5958 |
126 | 125 | 1.7986 | 0.5492 | 0.5902 |
127 | 126 | 1.7996 | 0.5480 | 0.5938 |
128 | 127 | 1.7848 | 0.5495 | 0.5944 |
129 | 128 | 1.7809 | 0.5506 | 0.5962 |
130 | 129 | 1.7759 | 0.5533 | 0.5956 |
131 | 130 | 1.7862 | 0.5482 | 0.5958 |
132 | 131 | 1.7750 | 0.5514 | 0.6026 |
133 | 132 | 1.7764 | 0.5528 | 0.6004 |
134 | 133 | 1.7737 | 0.5516 | 0.5952 |
135 | 134 | 1.7662 | 0.5542 | 0.6032 |
136 | 135 | 1.7711 | 0.5525 | 0.5994 |
137 | 136 | 1.7573 | 0.5551 | 0.6010 |
138 | 137 | 1.7616 | 0.5557 | 0.5968 |
139 | 138 | 1.7450 | 0.5618 | 0.6014 |
140 | 139 | 1.7500 | 0.5593 | 0.6012 |
141 | 140 | 1.7432 | 0.5569 | 0.6080 |
142 | 141 | 1.7428 | 0.5583 | 0.5990 |
143 | 142 | 1.7412 | 0.5604 | 0.6042 |
144 | 143 | 1.7374 | 0.5606 | 0.6020 |
145 | 144 | 1.7258 | 0.5610 | 0.6102 |
146 | 145 | 1.7186 | 0.5656 | 0.6034 |
147 | 146 | 1.7189 | 0.5662 | 0.6050 |
148 | 147 | 1.7253 | 0.5655 | 0.6008 |
149 | 148 | 1.7153 | 0.5656 | 0.6068 |
150 | 149 | 1.7096 | 0.5675 | 0.6012 |
151 | 150 | 1.7157 | 0.5638 | 0.6012 |
152 | 151 | 1.6993 | 0.5680 | 0.6016 |
153 | 152 | 1.6976 | 0.5679 | 0.6054 |
154 | 153 | 1.7044 | 0.5657 | 0.6012 |
155 | 154 | 1.7034 | 0.5694 | 0.6086 |
156 | 155 | 1.6939 | 0.5668 | 0.6116 |
157 | 156 | 1.6912 | 0.5686 | 0.6116 |
158 | 157 | 1.6894 | 0.5697 | 0.6060 |
159 | 158 | 1.6905 | 0.5691 | 0.6068 |
160 | 159 | 1.6895 | 0.5679 | 0.6104 |
161 | 160 | 1.6807 | 0.5731 | 0.6120 |
162 | 161 | 1.6820 | 0.5737 | 0.6078 |
163 | 162 | 1.6685 | 0.5769 | 0.6094 |
164 | 163 | 1.6749 | 0.5722 | 0.6088 |
165 | 164 | 1.6653 | 0.5750 | 0.6062 |
166 | 165 | 1.6648 | 0.5750 | 0.6118 |
167 | 166 | 1.6673 | 0.5740 | 0.6096 |
168 | 167 | 1.6669 | 0.5749 | 0.6140 |
169 | 168 | 1.6666 | 0.5759 | 0.6096 |
170 | 169 | 1.6539 | 0.5762 | 0.6110 |
171 | 170 | 1.6543 | 0.5787 | 0.6120 |
172 | 171 | 1.6463 | 0.5801 | 0.6086 |
173 | 172 | 1.6547 | 0.5773 | 0.6078 |
174 | 173 | 1.6515 | 0.5806 | 0.6128 |
175 | 174 | 1.6407 | 0.5818 | 0.6124 |
176 | 175 | 1.6461 | 0.5796 | 0.6144 |
177 | 176 | 1.6420 | 0.5799 | 0.6080 |
178 | 177 | 1.6252 | 0.5831 | 0.6110 |
179 | 178 | 1.6328 | 0.5841 | 0.6112 |
180 | 179 | 1.6347 | 0.5828 | 0.6100 |
181 | 180 | 1.6238 | 0.5840 | 0.6136 |
182 | 181 | 1.6336 | 0.5808 | 0.6196 |
183 | 182 | 1.6220 | 0.5837 | 0.6218 |
184 | 183 | 1.6229 | 0.5846 | 0.6212 |
185 | 184 | 1.6210 | 0.5848 | 0.6218 |
186 | 185 | 1.6193 | 0.5839 | 0.6182 |
187 | 186 | 1.6124 | 0.5850 | 0.6174 |
188 | 187 | 1.6080 | 0.5882 | 0.6142 |
189 | 188 | 1.6152 | 0.5863 | 0.6160 |
190 | 189 | 1.6093 | 0.5863 | 0.6158 |
191 | 190 | 1.6014 | 0.5910 | 0.6186 |
192 | 191 | 1.6018 | 0.5906 | 0.6162 |
193 | 192 | 1.6072 | 0.5876 | 0.6142 |
194 | 193 | 1.5938 | 0.5898 | 0.6162 |
195 | 194 | 1.4595 | 0.6256 | 0.6240 |
196 | 195 | 1.4157 | 0.6374 | 0.6232 |
197 | 196 | 1.3936 | 0.6417 | 0.6226 |
198 | 197 | 1.3629 | 0.6509 | 0.6186 |
199 | 198 | 1.3382 | 0.6594 | 0.6198 |
200 | 199 | 1.3197 | 0.6635 | 0.6202 |
201 | 200 | 1.2995 | 0.6706 | 0.6174 |
202 | 201 | 1.2791 | 0.6732 | 0.6168 |
203 | 202 | 1.2659 | 0.6793 | 0.6198 |
204 | 203 | 1.2463 | 0.6848 | 0.6182 |
205 | 204 | 1.2345 | 0.6880 | 0.6172 |
206 | 205 | 1.2124 | 0.6939 | 0.6136 |