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https://github.com/MartinThoma/LaTeX-examples.git
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4.5 KiB
4.5 KiB
1 | epoch | loss | acc | val_acc |
---|---|---|---|---|
2 | 1 | 4.6113 | 0.0539 | 0.1606 |
3 | 2 | 4.1555 | 0.1116 | 0.2038 |
4 | 3 | 3.9700 | 0.1445 | 0.2350 |
5 | 4 | 3.8259 | 0.1746 | 0.2614 |
6 | 5 | 3.7042 | 0.2010 | 0.2904 |
7 | 6 | 3.6025 | 0.2212 | 0.3154 |
8 | 7 | 3.5213 | 0.2404 | 0.3348 |
9 | 8 | 3.4560 | 0.2508 | 0.3432 |
10 | 9 | 3.3902 | 0.2661 | 0.3588 |
11 | 10 | 3.3277 | 0.2785 | 0.3718 |
12 | 11 | 3.2692 | 0.2870 | 0.3724 |
13 | 12 | 3.2276 | 0.2960 | 0.3940 |
14 | 13 | 3.1745 | 0.3039 | 0.3932 |
15 | 14 | 3.1278 | 0.3145 | 0.3974 |
16 | 15 | 3.0901 | 0.3195 | 0.4026 |
17 | 16 | 3.0519 | 0.3279 | 0.4136 |
18 | 17 | 3.0153 | 0.3330 | 0.4156 |
19 | 18 | 2.9772 | 0.3385 | 0.4226 |
20 | 19 | 2.9448 | 0.3446 | 0.4330 |
21 | 20 | 2.9188 | 0.3478 | 0.4386 |
22 | 21 | 2.8794 | 0.3552 | 0.4378 |
23 | 22 | 2.8595 | 0.3571 | 0.4456 |
24 | 23 | 2.8200 | 0.3674 | 0.4526 |
25 | 24 | 2.7925 | 0.3698 | 0.4584 |
26 | 25 | 2.7665 | 0.3755 | 0.4636 |
27 | 26 | 2.7414 | 0.3780 | 0.4642 |
28 | 27 | 2.7208 | 0.3805 | 0.4610 |
29 | 28 | 2.6928 | 0.3888 | 0.4770 |
30 | 29 | 2.6712 | 0.3913 | 0.4734 |
31 | 30 | 2.6491 | 0.3915 | 0.4776 |
32 | 31 | 2.6293 | 0.3986 | 0.4832 |
33 | 32 | 2.6117 | 0.3999 | 0.4836 |
34 | 33 | 2.5844 | 0.4044 | 0.4848 |
35 | 34 | 2.5705 | 0.4054 | 0.4916 |
36 | 35 | 2.5565 | 0.4087 | 0.4998 |
37 | 36 | 2.5279 | 0.4149 | 0.4972 |
38 | 37 | 2.5163 | 0.4151 | 0.4960 |
39 | 38 | 2.5046 | 0.4186 | 0.4986 |
40 | 39 | 2.4699 | 0.4254 | 0.5102 |
41 | 40 | 2.4700 | 0.4229 | 0.5102 |
42 | 41 | 2.4426 | 0.4286 | 0.5098 |
43 | 42 | 2.4354 | 0.4319 | 0.5124 |
44 | 43 | 2.4191 | 0.4320 | 0.5172 |
45 | 44 | 2.4058 | 0.4340 | 0.5146 |
46 | 45 | 2.3862 | 0.4397 | 0.5198 |
47 | 46 | 2.3707 | 0.4399 | 0.5196 |
48 | 47 | 2.3623 | 0.4418 | 0.5164 |
49 | 48 | 2.3424 | 0.4456 | 0.5250 |
50 | 49 | 2.3369 | 0.4447 | 0.5330 |
51 | 50 | 2.3222 | 0.4487 | 0.5322 |
52 | 51 | 2.3040 | 0.4526 | 0.5276 |
53 | 52 | 2.2922 | 0.4545 | 0.5250 |
54 | 53 | 2.2752 | 0.4573 | 0.5292 |
55 | 54 | 2.2698 | 0.4573 | 0.5242 |
56 | 55 | 2.2634 | 0.4573 | 0.5330 |
57 | 56 | 2.2487 | 0.4631 | 0.5248 |
58 | 57 | 2.2472 | 0.4596 | 0.5332 |
59 | 58 | 2.2345 | 0.4626 | 0.5396 |
60 | 59 | 2.2109 | 0.4694 | 0.5402 |
61 | 60 | 2.2035 | 0.4703 | 0.5408 |
62 | 61 | 2.2014 | 0.4687 | 0.5344 |
63 | 62 | 2.1870 | 0.4699 | 0.5434 |
64 | 63 | 2.1847 | 0.4737 | 0.5466 |
65 | 64 | 2.1792 | 0.4699 | 0.5444 |
66 | 65 | 2.1578 | 0.4750 | 0.5486 |
67 | 66 | 2.1482 | 0.4801 | 0.5426 |
68 | 67 | 2.1417 | 0.4808 | 0.5536 |
69 | 68 | 2.1316 | 0.4830 | 0.5542 |
70 | 69 | 2.1241 | 0.4827 | 0.5490 |
71 | 70 | 2.1186 | 0.4835 | 0.5554 |
72 | 71 | 2.0990 | 0.4872 | 0.5586 |
73 | 72 | 2.0980 | 0.4868 | 0.5546 |
74 | 73 | 2.0965 | 0.4897 | 0.5548 |
75 | 74 | 2.0724 | 0.4955 | 0.5562 |
76 | 75 | 2.0797 | 0.4913 | 0.5602 |
77 | 76 | 2.0677 | 0.4958 | 0.5622 |
78 | 77 | 2.0651 | 0.4941 | 0.5634 |
79 | 78 | 2.0492 | 0.4980 | 0.5584 |
80 | 79 | 2.0540 | 0.4972 | 0.5600 |
81 | 80 | 2.0362 | 0.5004 | 0.5668 |
82 | 81 | 2.0346 | 0.5019 | 0.5648 |
83 | 82 | 2.0189 | 0.5049 | 0.5678 |
84 | 83 | 2.0178 | 0.5027 | 0.5622 |
85 | 84 | 2.0190 | 0.5032 | 0.5672 |
86 | 85 | 2.0066 | 0.5089 | 0.5684 |
87 | 86 | 1.9973 | 0.5048 | 0.5646 |
88 | 87 | 1.9935 | 0.5081 | 0.5750 |
89 | 88 | 1.9851 | 0.5070 | 0.5712 |
90 | 89 | 1.9827 | 0.5112 | 0.5692 |
91 | 90 | 1.9749 | 0.5126 | 0.5732 |
92 | 91 | 1.9736 | 0.5107 | 0.5776 |
93 | 92 | 1.9653 | 0.5162 | 0.5754 |
94 | 93 | 1.9492 | 0.5166 | 0.5734 |
95 | 94 | 1.9539 | 0.5162 | 0.5776 |
96 | 95 | 1.9432 | 0.5201 | 0.5748 |
97 | 96 | 1.9363 | 0.5221 | 0.5804 |
98 | 97 | 1.9277 | 0.5194 | 0.5782 |
99 | 98 | 1.9336 | 0.5199 | 0.5754 |
100 | 99 | 1.9179 | 0.5241 | 0.5750 |
101 | 100 | 1.9163 | 0.5238 | 0.5792 |
102 | 101 | 1.9129 | 0.5226 | 0.5840 |
103 | 102 | 1.9090 | 0.5264 | 0.5830 |
104 | 103 | 1.8984 | 0.5251 | 0.5788 |
105 | 104 | 1.8970 | 0.5276 | 0.5808 |
106 | 105 | 1.8858 | 0.5306 | 0.5804 |
107 | 106 | 1.8872 | 0.5251 | 0.5876 |
108 | 107 | 1.8772 | 0.5342 | 0.5850 |
109 | 108 | 1.8612 | 0.5346 | 0.5836 |
110 | 109 | 1.8774 | 0.5300 | 0.5828 |
111 | 110 | 1.8643 | 0.5320 | 0.5854 |
112 | 111 | 1.8620 | 0.5346 | 0.5924 |
113 | 112 | 1.8571 | 0.5333 | 0.5828 |
114 | 113 | 1.8576 | 0.5347 | 0.5812 |
115 | 114 | 1.8447 | 0.5383 | 0.5912 |
116 | 115 | 1.8507 | 0.5340 | 0.5872 |
117 | 116 | 1.8403 | 0.5379 | 0.5898 |
118 | 117 | 1.8290 | 0.5399 | 0.5882 |
119 | 118 | 1.8393 | 0.5386 | 0.5950 |
120 | 119 | 1.8252 | 0.5409 | 0.5886 |
121 | 120 | 1.8129 | 0.5445 | 0.5896 |
122 | 121 | 1.8140 | 0.5449 | 0.5950 |
123 | 122 | 1.8158 | 0.5421 | 0.5972 |
124 | 123 | 1.8087 | 0.5449 | 0.5994 |
125 | 124 | 1.8003 | 0.5491 | 0.5936 |
126 | 125 | 1.8022 | 0.5484 | 0.5918 |
127 | 126 | 1.8009 | 0.5448 | 0.5920 |
128 | 127 | 1.7822 | 0.5517 | 0.5906 |
129 | 128 | 1.7818 | 0.5475 | 0.5892 |
130 | 129 | 1.7811 | 0.5521 | 0.5918 |
131 | 130 | 1.7820 | 0.5502 | 0.5936 |
132 | 131 | 1.7809 | 0.5515 | 0.5928 |
133 | 132 | 1.7782 | 0.5511 | 0.5982 |
134 | 133 | 1.7734 | 0.5515 | 0.5988 |
135 | 134 | 1.7640 | 0.5560 | 0.5998 |
136 | 135 | 1.7646 | 0.5529 | 0.5974 |
137 | 136 | 1.7597 | 0.5531 | 0.6044 |
138 | 137 | 1.7581 | 0.5550 | 0.5994 |
139 | 138 | 1.7409 | 0.5622 | 0.6016 |
140 | 139 | 1.7468 | 0.5592 | 0.5978 |
141 | 140 | 1.7441 | 0.5602 | 0.6044 |
142 | 141 | 1.7377 | 0.5629 | 0.5962 |
143 | 142 | 1.7406 | 0.5596 | 0.5954 |
144 | 143 | 1.7297 | 0.5611 | 0.6078 |
145 | 144 | 1.7228 | 0.5631 | 0.5996 |
146 | 145 | 1.7122 | 0.5652 | 0.6022 |
147 | 146 | 1.7279 | 0.5618 | 0.6014 |
148 | 147 | 1.7125 | 0.5664 | 0.6022 |
149 | 148 | 1.7159 | 0.5628 | 0.6066 |
150 | 149 | 1.7109 | 0.5650 | 0.6026 |
151 | 150 | 1.7141 | 0.5632 | 0.6016 |
152 | 151 | 1.6975 | 0.5678 | 0.6024 |
153 | 152 | 1.7019 | 0.5676 | 0.6038 |
154 | 153 | 1.7038 | 0.5646 | 0.6062 |
155 | 154 | 1.7006 | 0.5672 | 0.6108 |
156 | 155 | 1.6969 | 0.5693 | 0.6080 |
157 | 156 | 1.6912 | 0.5715 | 0.6060 |
158 | 157 | 1.6904 | 0.5710 | 0.6066 |
159 | 158 | 1.6884 | 0.5695 | 0.6134 |
160 | 159 | 1.6855 | 0.5705 | 0.6072 |
161 | 160 | 1.6729 | 0.5733 | 0.6084 |
162 | 161 | 1.6807 | 0.5708 | 0.6018 |
163 | 162 | 1.6627 | 0.5784 | 0.6052 |
164 | 163 | 1.6681 | 0.5753 | 0.6102 |
165 | 164 | 1.6673 | 0.5753 | 0.6088 |
166 | 165 | 1.6587 | 0.5780 | 0.6054 |
167 | 166 | 1.6726 | 0.5726 | 0.6110 |
168 | 167 | 1.6565 | 0.5782 | 0.6108 |
169 | 168 | 1.6603 | 0.5744 | 0.6102 |
170 | 169 | 1.6524 | 0.5784 | 0.6110 |
171 | 170 | 1.5120 | 0.6146 | 0.6168 |
172 | 171 | 1.4692 | 0.6246 | 0.6108 |
173 | 172 | 1.4492 | 0.6324 | 0.6130 |
174 | 173 | 1.4283 | 0.6362 | 0.6104 |
175 | 174 | 1.4006 | 0.6448 | 0.6080 |
176 | 175 | 1.3785 | 0.6510 | 0.6112 |
177 | 176 | 1.3561 | 0.6554 | 0.6114 |
178 | 177 | 1.3413 | 0.6614 | 0.6070 |
179 | 178 | 1.3186 | 0.6656 | 0.6088 |
180 | 179 | 1.3090 | 0.6667 | 0.6020 |
181 | 180 | 1.2886 | 0.6751 | 0.6110 |
182 | 181 | 1.2711 | 0.6797 | 0.6056 |