mirror of
https://github.com/MartinThoma/LaTeX-examples.git
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4.6 KiB
4.6 KiB
1 | epoch | loss | acc | val_acc |
---|---|---|---|---|
2 | 1 | 4.6098 | 0.0546 | 0.1606 |
3 | 2 | 4.1608 | 0.1105 | 0.2088 |
4 | 3 | 3.9721 | 0.1474 | 0.2408 |
5 | 4 | 3.8208 | 0.1762 | 0.2754 |
6 | 5 | 3.6987 | 0.2022 | 0.2962 |
7 | 6 | 3.5988 | 0.2235 | 0.3220 |
8 | 7 | 3.5175 | 0.2396 | 0.3342 |
9 | 8 | 3.4496 | 0.2541 | 0.3516 |
10 | 9 | 3.3833 | 0.2680 | 0.3626 |
11 | 10 | 3.3250 | 0.2774 | 0.3682 |
12 | 11 | 3.2700 | 0.2890 | 0.3716 |
13 | 12 | 3.2268 | 0.2960 | 0.3900 |
14 | 13 | 3.1697 | 0.3063 | 0.3932 |
15 | 14 | 3.1303 | 0.3101 | 0.4042 |
16 | 15 | 3.0873 | 0.3224 | 0.4094 |
17 | 16 | 3.0479 | 0.3283 | 0.4174 |
18 | 17 | 3.0162 | 0.3343 | 0.4216 |
19 | 18 | 2.9721 | 0.3408 | 0.4268 |
20 | 19 | 2.9402 | 0.3456 | 0.4340 |
21 | 20 | 2.9151 | 0.3508 | 0.4418 |
22 | 21 | 2.8746 | 0.3571 | 0.4420 |
23 | 22 | 2.8511 | 0.3623 | 0.4468 |
24 | 23 | 2.8164 | 0.3676 | 0.4582 |
25 | 24 | 2.7875 | 0.3738 | 0.4578 |
26 | 25 | 2.7591 | 0.3795 | 0.4616 |
27 | 26 | 2.7407 | 0.3780 | 0.4638 |
28 | 27 | 2.7118 | 0.3831 | 0.4746 |
29 | 28 | 2.6867 | 0.3900 | 0.4768 |
30 | 29 | 2.6653 | 0.3901 | 0.4732 |
31 | 30 | 2.6463 | 0.3907 | 0.4872 |
32 | 31 | 2.6212 | 0.4011 | 0.4886 |
33 | 32 | 2.6027 | 0.4034 | 0.4926 |
34 | 33 | 2.5812 | 0.4046 | 0.4880 |
35 | 34 | 2.5644 | 0.4091 | 0.4930 |
36 | 35 | 2.5466 | 0.4110 | 0.4968 |
37 | 36 | 2.5192 | 0.4139 | 0.4946 |
38 | 37 | 2.5070 | 0.4196 | 0.4992 |
39 | 38 | 2.4922 | 0.4220 | 0.5022 |
40 | 39 | 2.4644 | 0.4257 | 0.5066 |
41 | 40 | 2.4615 | 0.4257 | 0.5084 |
42 | 41 | 2.4368 | 0.4303 | 0.5112 |
43 | 42 | 2.4280 | 0.4293 | 0.5100 |
44 | 43 | 2.4075 | 0.4356 | 0.5144 |
45 | 44 | 2.3976 | 0.4374 | 0.5132 |
46 | 45 | 2.3798 | 0.4411 | 0.5152 |
47 | 46 | 2.3686 | 0.4427 | 0.5138 |
48 | 47 | 2.3507 | 0.4442 | 0.5186 |
49 | 48 | 2.3370 | 0.4486 | 0.5226 |
50 | 49 | 2.3245 | 0.4484 | 0.5272 |
51 | 50 | 2.3178 | 0.4482 | 0.5260 |
52 | 51 | 2.2972 | 0.4532 | 0.5286 |
53 | 52 | 2.2875 | 0.4562 | 0.5290 |
54 | 53 | 2.2775 | 0.4545 | 0.5344 |
55 | 54 | 2.2620 | 0.4619 | 0.5264 |
56 | 55 | 2.2586 | 0.4580 | 0.5290 |
57 | 56 | 2.2466 | 0.4625 | 0.5276 |
58 | 57 | 2.2348 | 0.4643 | 0.5338 |
59 | 58 | 2.2263 | 0.4657 | 0.5416 |
60 | 59 | 2.2081 | 0.4688 | 0.5402 |
61 | 60 | 2.2072 | 0.4705 | 0.5372 |
62 | 61 | 2.1978 | 0.4714 | 0.5364 |
63 | 62 | 2.1812 | 0.4739 | 0.5428 |
64 | 63 | 2.1777 | 0.4718 | 0.5484 |
65 | 64 | 2.1721 | 0.4752 | 0.5422 |
66 | 65 | 2.1544 | 0.4784 | 0.5478 |
67 | 66 | 2.1480 | 0.4795 | 0.5462 |
68 | 67 | 2.1380 | 0.4819 | 0.5482 |
69 | 68 | 2.1303 | 0.4838 | 0.5562 |
70 | 69 | 2.1203 | 0.4865 | 0.5462 |
71 | 70 | 2.1113 | 0.4863 | 0.5530 |
72 | 71 | 2.0978 | 0.4897 | 0.5472 |
73 | 72 | 2.0939 | 0.4917 | 0.5580 |
74 | 73 | 2.0919 | 0.4892 | 0.5590 |
75 | 74 | 2.0691 | 0.4950 | 0.5574 |
76 | 75 | 2.0722 | 0.4940 | 0.5560 |
77 | 76 | 2.0621 | 0.4966 | 0.5614 |
78 | 77 | 2.0613 | 0.4934 | 0.5598 |
79 | 78 | 2.0495 | 0.5003 | 0.5618 |
80 | 79 | 2.0507 | 0.4983 | 0.5718 |
81 | 80 | 2.0312 | 0.5023 | 0.5670 |
82 | 81 | 2.0262 | 0.5044 | 0.5720 |
83 | 82 | 2.0107 | 0.5100 | 0.5668 |
84 | 83 | 2.0123 | 0.5058 | 0.5652 |
85 | 84 | 2.0090 | 0.5061 | 0.5676 |
86 | 85 | 2.0018 | 0.5062 | 0.5728 |
87 | 86 | 1.9987 | 0.5068 | 0.5766 |
88 | 87 | 1.9934 | 0.5089 | 0.5766 |
89 | 88 | 1.9817 | 0.5117 | 0.5754 |
90 | 89 | 1.9785 | 0.5104 | 0.5782 |
91 | 90 | 1.9692 | 0.5129 | 0.5746 |
92 | 91 | 1.9686 | 0.5122 | 0.5816 |
93 | 92 | 1.9538 | 0.5166 | 0.5726 |
94 | 93 | 1.9426 | 0.5206 | 0.5770 |
95 | 94 | 1.9470 | 0.5181 | 0.5826 |
96 | 95 | 1.9419 | 0.5196 | 0.5814 |
97 | 96 | 1.9373 | 0.5197 | 0.5806 |
98 | 97 | 1.9262 | 0.5218 | 0.5774 |
99 | 98 | 1.9303 | 0.5232 | 0.5816 |
100 | 99 | 1.9194 | 0.5263 | 0.5790 |
101 | 100 | 1.9157 | 0.5240 | 0.5770 |
102 | 101 | 1.9197 | 0.5216 | 0.5804 |
103 | 102 | 1.9040 | 0.5261 | 0.5874 |
104 | 103 | 1.8907 | 0.5302 | 0.5878 |
105 | 104 | 1.8996 | 0.5272 | 0.5800 |
106 | 105 | 1.8862 | 0.5283 | 0.5870 |
107 | 106 | 1.8872 | 0.5274 | 0.5886 |
108 | 107 | 1.8799 | 0.5298 | 0.5880 |
109 | 108 | 1.8686 | 0.5358 | 0.5888 |
110 | 109 | 1.8711 | 0.5298 | 0.5886 |
111 | 110 | 1.8669 | 0.5325 | 0.5840 |
112 | 111 | 1.8646 | 0.5331 | 0.5894 |
113 | 112 | 1.8509 | 0.5362 | 0.5880 |
114 | 113 | 1.8561 | 0.5366 | 0.5818 |
115 | 114 | 1.8421 | 0.5402 | 0.5922 |
116 | 115 | 1.8425 | 0.5357 | 0.5900 |
117 | 116 | 1.8390 | 0.5390 | 0.5958 |
118 | 117 | 1.8313 | 0.5375 | 0.5944 |
119 | 118 | 1.8382 | 0.5389 | 0.5930 |
120 | 119 | 1.8215 | 0.5438 | 0.5958 |
121 | 120 | 1.8103 | 0.5467 | 0.5938 |
122 | 121 | 1.8187 | 0.5428 | 0.5898 |
123 | 122 | 1.8140 | 0.5414 | 0.5936 |
124 | 123 | 1.8035 | 0.5454 | 0.5962 |
125 | 124 | 1.8048 | 0.5448 | 0.5964 |
126 | 125 | 1.7997 | 0.5471 | 0.5900 |
127 | 126 | 1.8007 | 0.5474 | 0.5904 |
128 | 127 | 1.7873 | 0.5485 | 0.5962 |
129 | 128 | 1.7847 | 0.5487 | 0.5974 |
130 | 129 | 1.7770 | 0.5523 | 0.5872 |
131 | 130 | 1.7861 | 0.5477 | 0.5910 |
132 | 131 | 1.7756 | 0.5522 | 0.6012 |
133 | 132 | 1.7786 | 0.5524 | 0.5964 |
134 | 133 | 1.7739 | 0.5533 | 0.5940 |
135 | 134 | 1.7685 | 0.5525 | 0.5996 |
136 | 135 | 1.7725 | 0.5513 | 0.5978 |
137 | 136 | 1.7590 | 0.5533 | 0.5988 |
138 | 137 | 1.7639 | 0.5545 | 0.5964 |
139 | 138 | 1.7467 | 0.5593 | 0.6042 |
140 | 139 | 1.7512 | 0.5611 | 0.6068 |
141 | 140 | 1.7430 | 0.5598 | 0.6014 |
142 | 141 | 1.7465 | 0.5575 | 0.6040 |
143 | 142 | 1.7426 | 0.5598 | 0.6040 |
144 | 143 | 1.7382 | 0.5592 | 0.6010 |
145 | 144 | 1.7282 | 0.5591 | 0.6070 |
146 | 145 | 1.7168 | 0.5644 | 0.6034 |
147 | 146 | 1.7208 | 0.5645 | 0.6032 |
148 | 147 | 1.7254 | 0.5631 | 0.6024 |
149 | 148 | 1.7165 | 0.5649 | 0.6044 |
150 | 149 | 1.7115 | 0.5661 | 0.5994 |
151 | 150 | 1.7200 | 0.5628 | 0.6054 |
152 | 151 | 1.6989 | 0.5700 | 0.6092 |
153 | 152 | 1.6985 | 0.5688 | 0.6058 |
154 | 153 | 1.7027 | 0.5674 | 0.5970 |
155 | 154 | 1.7054 | 0.5669 | 0.6104 |
156 | 155 | 1.6966 | 0.5672 | 0.6136 |
157 | 156 | 1.6905 | 0.5695 | 0.6086 |
158 | 157 | 1.6910 | 0.5707 | 0.6014 |
159 | 158 | 1.6932 | 0.5672 | 0.6128 |
160 | 159 | 1.6931 | 0.5675 | 0.6122 |
161 | 160 | 1.6799 | 0.5731 | 0.6088 |
162 | 161 | 1.6845 | 0.5731 | 0.6104 |
163 | 162 | 1.6702 | 0.5757 | 0.6076 |
164 | 163 | 1.6776 | 0.5727 | 0.6084 |
165 | 164 | 1.6666 | 0.5756 | 0.6106 |
166 | 165 | 1.6672 | 0.5750 | 0.6032 |
167 | 166 | 1.6683 | 0.5758 | 0.6078 |
168 | 167 | 1.5234 | 0.6149 | 0.6114 |
169 | 168 | 1.4793 | 0.6226 | 0.6070 |
170 | 169 | 1.4591 | 0.6263 | 0.6140 |
171 | 170 | 1.4398 | 0.6359 | 0.6114 |
172 | 171 | 1.4115 | 0.6405 | 0.6120 |
173 | 172 | 1.3865 | 0.6468 | 0.6142 |
174 | 173 | 1.3715 | 0.6524 | 0.6148 |
175 | 174 | 1.3494 | 0.6575 | 0.6106 |
176 | 175 | 1.3257 | 0.6652 | 0.6072 |
177 | 176 | 1.3191 | 0.6658 | 0.6098 |
178 | 177 | 1.3048 | 0.6690 | 0.6084 |
179 | 178 | 1.2799 | 0.6769 | 0.6108 |
180 | 179 | 1.2726 | 0.6790 | 0.6088 |
181 | 180 | 1.2512 | 0.6853 | 0.6102 |
182 | 181 | 1.2305 | 0.6926 | 0.6094 |
183 | 182 | 1.2197 | 0.6925 | 0.6074 |
184 | 183 | 1.2091 | 0.6946 | 0.6054 |
185 | 184 | 1.1976 | 0.6975 | 0.6026 |