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https://github.com/MartinThoma/LaTeX-examples.git
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4.8 KiB
4.8 KiB
1 | epoch | loss | acc | val_acc |
---|---|---|---|---|
2 | 1 | 4.6073 | 0.0549 | 0.1590 |
3 | 2 | 4.1562 | 0.1120 | 0.2062 |
4 | 3 | 3.9678 | 0.1473 | 0.2358 |
5 | 4 | 3.8168 | 0.1767 | 0.2722 |
6 | 5 | 3.6992 | 0.2033 | 0.3030 |
7 | 6 | 3.5974 | 0.2255 | 0.3234 |
8 | 7 | 3.5156 | 0.2403 | 0.3352 |
9 | 8 | 3.4476 | 0.2530 | 0.3498 |
10 | 9 | 3.3832 | 0.2681 | 0.3638 |
11 | 10 | 3.3243 | 0.2787 | 0.3690 |
12 | 11 | 3.2723 | 0.2872 | 0.3730 |
13 | 12 | 3.2264 | 0.2960 | 0.3850 |
14 | 13 | 3.1701 | 0.3070 | 0.3934 |
15 | 14 | 3.1287 | 0.3122 | 0.4056 |
16 | 15 | 3.0851 | 0.3203 | 0.4084 |
17 | 16 | 3.0500 | 0.3295 | 0.4194 |
18 | 17 | 3.0151 | 0.3332 | 0.4230 |
19 | 18 | 2.9720 | 0.3405 | 0.4266 |
20 | 19 | 2.9405 | 0.3458 | 0.4348 |
21 | 20 | 2.9132 | 0.3509 | 0.4346 |
22 | 21 | 2.8718 | 0.3575 | 0.4436 |
23 | 22 | 2.8506 | 0.3583 | 0.4520 |
24 | 23 | 2.8166 | 0.3672 | 0.4580 |
25 | 24 | 2.7886 | 0.3718 | 0.4622 |
26 | 25 | 2.7565 | 0.3776 | 0.4688 |
27 | 26 | 2.7369 | 0.3796 | 0.4674 |
28 | 27 | 2.7103 | 0.3850 | 0.4638 |
29 | 28 | 2.6824 | 0.3914 | 0.4782 |
30 | 29 | 2.6627 | 0.3934 | 0.4776 |
31 | 30 | 2.6412 | 0.3949 | 0.4864 |
32 | 31 | 2.6206 | 0.3986 | 0.4850 |
33 | 32 | 2.5977 | 0.4031 | 0.4810 |
34 | 33 | 2.5834 | 0.4057 | 0.4892 |
35 | 34 | 2.5642 | 0.4074 | 0.4934 |
36 | 35 | 2.5454 | 0.4133 | 0.4954 |
37 | 36 | 2.5132 | 0.4165 | 0.4968 |
38 | 37 | 2.5077 | 0.4181 | 0.5040 |
39 | 38 | 2.4894 | 0.4215 | 0.5028 |
40 | 39 | 2.4651 | 0.4255 | 0.5086 |
41 | 40 | 2.4599 | 0.4249 | 0.5142 |
42 | 41 | 2.4360 | 0.4286 | 0.5108 |
43 | 42 | 2.4232 | 0.4303 | 0.5118 |
44 | 43 | 2.4052 | 0.4350 | 0.5232 |
45 | 44 | 2.3972 | 0.4362 | 0.5188 |
46 | 45 | 2.3786 | 0.4425 | 0.5184 |
47 | 46 | 2.3666 | 0.4410 | 0.5206 |
48 | 47 | 2.3481 | 0.4456 | 0.5160 |
49 | 48 | 2.3335 | 0.4492 | 0.5292 |
50 | 49 | 2.3313 | 0.4468 | 0.5276 |
51 | 50 | 2.3164 | 0.4496 | 0.5312 |
52 | 51 | 2.2948 | 0.4528 | 0.5242 |
53 | 52 | 2.2877 | 0.4557 | 0.5360 |
54 | 53 | 2.2756 | 0.4554 | 0.5368 |
55 | 54 | 2.2619 | 0.4599 | 0.5324 |
56 | 55 | 2.2542 | 0.4633 | 0.5332 |
57 | 56 | 2.2382 | 0.4639 | 0.5358 |
58 | 57 | 2.2330 | 0.4649 | 0.5302 |
59 | 58 | 2.2207 | 0.4673 | 0.5420 |
60 | 59 | 2.1983 | 0.4741 | 0.5434 |
61 | 60 | 2.1967 | 0.4700 | 0.5452 |
62 | 61 | 2.1968 | 0.4695 | 0.5450 |
63 | 62 | 2.1756 | 0.4729 | 0.5442 |
64 | 63 | 2.1744 | 0.4749 | 0.5510 |
65 | 64 | 2.1672 | 0.4730 | 0.5488 |
66 | 65 | 2.1487 | 0.4789 | 0.5478 |
67 | 66 | 2.1472 | 0.4822 | 0.5522 |
68 | 67 | 2.1363 | 0.4825 | 0.5572 |
69 | 68 | 2.1254 | 0.4836 | 0.5606 |
70 | 69 | 2.1138 | 0.4849 | 0.5460 |
71 | 70 | 2.1141 | 0.4854 | 0.5592 |
72 | 71 | 2.0960 | 0.4890 | 0.5538 |
73 | 72 | 2.0910 | 0.4908 | 0.5554 |
74 | 73 | 2.0876 | 0.4902 | 0.5576 |
75 | 74 | 2.0687 | 0.4964 | 0.5664 |
76 | 75 | 2.0675 | 0.4946 | 0.5648 |
77 | 76 | 2.0564 | 0.4959 | 0.5630 |
78 | 77 | 2.0527 | 0.4966 | 0.5732 |
79 | 78 | 2.0429 | 0.4975 | 0.5646 |
80 | 79 | 2.0497 | 0.4992 | 0.5656 |
81 | 80 | 2.0212 | 0.5048 | 0.5666 |
82 | 81 | 2.0215 | 0.5043 | 0.5682 |
83 | 82 | 2.0095 | 0.5083 | 0.5728 |
84 | 83 | 2.0082 | 0.5081 | 0.5666 |
85 | 84 | 2.0102 | 0.5063 | 0.5742 |
86 | 85 | 1.9991 | 0.5085 | 0.5684 |
87 | 86 | 1.9829 | 0.5100 | 0.5746 |
88 | 87 | 1.9846 | 0.5119 | 0.5764 |
89 | 88 | 1.9716 | 0.5112 | 0.5776 |
90 | 89 | 1.9679 | 0.5117 | 0.5748 |
91 | 90 | 1.9640 | 0.5163 | 0.5716 |
92 | 91 | 1.9683 | 0.5128 | 0.5806 |
93 | 92 | 1.9464 | 0.5199 | 0.5774 |
94 | 93 | 1.9379 | 0.5160 | 0.5804 |
95 | 94 | 1.9489 | 0.5196 | 0.5814 |
96 | 95 | 1.9316 | 0.5223 | 0.5802 |
97 | 96 | 1.9347 | 0.5191 | 0.5792 |
98 | 97 | 1.9174 | 0.5235 | 0.5820 |
99 | 98 | 1.9228 | 0.5222 | 0.5768 |
100 | 99 | 1.9094 | 0.5262 | 0.5788 |
101 | 100 | 1.9040 | 0.5259 | 0.5816 |
102 | 101 | 1.9112 | 0.5242 | 0.5842 |
103 | 102 | 1.8978 | 0.5282 | 0.5886 |
104 | 103 | 1.8845 | 0.5281 | 0.5852 |
105 | 104 | 1.8934 | 0.5278 | 0.5810 |
106 | 105 | 1.8714 | 0.5344 | 0.5870 |
107 | 106 | 1.8809 | 0.5298 | 0.5904 |
108 | 107 | 1.8696 | 0.5316 | 0.5842 |
109 | 108 | 1.8612 | 0.5350 | 0.5878 |
110 | 109 | 1.8652 | 0.5340 | 0.5850 |
111 | 110 | 1.8643 | 0.5325 | 0.5870 |
112 | 111 | 1.8574 | 0.5326 | 0.5876 |
113 | 112 | 1.8398 | 0.5383 | 0.5974 |
114 | 113 | 1.8492 | 0.5341 | 0.5902 |
115 | 114 | 1.8335 | 0.5411 | 0.5900 |
116 | 115 | 1.8404 | 0.5362 | 0.5934 |
117 | 116 | 1.8299 | 0.5411 | 0.5922 |
118 | 117 | 1.8233 | 0.5424 | 0.5906 |
119 | 118 | 1.8245 | 0.5425 | 0.6010 |
120 | 119 | 1.8151 | 0.5444 | 0.5942 |
121 | 120 | 1.8122 | 0.5478 | 0.5962 |
122 | 121 | 1.8143 | 0.5427 | 0.5960 |
123 | 122 | 1.8050 | 0.5458 | 0.5930 |
124 | 123 | 1.7966 | 0.5504 | 0.5920 |
125 | 124 | 1.7922 | 0.5495 | 0.5918 |
126 | 125 | 1.7971 | 0.5456 | 0.5968 |
127 | 126 | 1.7892 | 0.5475 | 0.5936 |
128 | 127 | 1.7744 | 0.5530 | 0.6020 |
129 | 128 | 1.7776 | 0.5513 | 0.6022 |
130 | 129 | 1.7676 | 0.5505 | 0.5960 |
131 | 130 | 1.7763 | 0.5519 | 0.6004 |
132 | 131 | 1.7762 | 0.5514 | 0.5984 |
133 | 132 | 1.7642 | 0.5563 | 0.6026 |
134 | 133 | 1.7620 | 0.5554 | 0.5982 |
135 | 134 | 1.7513 | 0.5567 | 0.5962 |
136 | 135 | 1.7596 | 0.5522 | 0.5968 |
137 | 136 | 1.7548 | 0.5555 | 0.6046 |
138 | 137 | 1.7541 | 0.5584 | 0.5976 |
139 | 138 | 1.7398 | 0.5601 | 0.6032 |
140 | 139 | 1.7447 | 0.5582 | 0.6022 |
141 | 140 | 1.7409 | 0.5600 | 0.6000 |
142 | 141 | 1.7332 | 0.5618 | 0.6008 |
143 | 142 | 1.7340 | 0.5615 | 0.6036 |
144 | 143 | 1.7296 | 0.5631 | 0.6016 |
145 | 144 | 1.7179 | 0.5643 | 0.6072 |
146 | 145 | 1.7122 | 0.5655 | 0.6072 |
147 | 146 | 1.7190 | 0.5633 | 0.6056 |
148 | 147 | 1.7088 | 0.5664 | 0.5968 |
149 | 148 | 1.7145 | 0.5632 | 0.5998 |
150 | 149 | 1.7110 | 0.5652 | 0.5992 |
151 | 150 | 1.7088 | 0.5659 | 0.6032 |
152 | 151 | 1.6937 | 0.5710 | 0.6072 |
153 | 152 | 1.6959 | 0.5683 | 0.6096 |
154 | 153 | 1.6943 | 0.5678 | 0.6068 |
155 | 154 | 1.7033 | 0.5676 | 0.6052 |
156 | 155 | 1.6855 | 0.5690 | 0.6052 |
157 | 156 | 1.6785 | 0.5742 | 0.6084 |
158 | 157 | 1.6772 | 0.5716 | 0.6046 |
159 | 158 | 1.6827 | 0.5716 | 0.6052 |
160 | 159 | 1.6813 | 0.5708 | 0.6036 |
161 | 160 | 1.6734 | 0.5740 | 0.6074 |
162 | 161 | 1.6737 | 0.5727 | 0.6086 |
163 | 162 | 1.6639 | 0.5766 | 0.6092 |
164 | 163 | 1.6734 | 0.5711 | 0.6130 |
165 | 164 | 1.6575 | 0.5800 | 0.6144 |
166 | 165 | 1.6630 | 0.5737 | 0.6070 |
167 | 166 | 1.6654 | 0.5759 | 0.6094 |
168 | 167 | 1.6528 | 0.5788 | 0.6122 |
169 | 168 | 1.6576 | 0.5750 | 0.6172 |
170 | 169 | 1.6549 | 0.5756 | 0.6146 |
171 | 170 | 1.6509 | 0.5756 | 0.6112 |
172 | 171 | 1.6415 | 0.5830 | 0.6112 |
173 | 172 | 1.6446 | 0.5802 | 0.6104 |
174 | 173 | 1.6435 | 0.5815 | 0.6154 |
175 | 174 | 1.6334 | 0.5825 | 0.6072 |
176 | 175 | 1.6261 | 0.5859 | 0.6116 |
177 | 176 | 1.6336 | 0.5816 | 0.6116 |
178 | 177 | 1.6166 | 0.5853 | 0.6098 |
179 | 178 | 1.6244 | 0.5861 | 0.6068 |
180 | 179 | 1.6214 | 0.5848 | 0.6088 |
181 | 180 | 1.4886 | 0.6200 | 0.6138 |
182 | 181 | 1.4532 | 0.6316 | 0.6164 |
183 | 182 | 1.4114 | 0.6413 | 0.6156 |
184 | 183 | 1.3942 | 0.6442 | 0.6150 |
185 | 184 | 1.3731 | 0.6504 | 0.6164 |
186 | 185 | 1.3409 | 0.6589 | 0.6142 |
187 | 186 | 1.3336 | 0.6611 | 0.6144 |
188 | 187 | 1.3136 | 0.6667 | 0.6056 |
189 | 188 | 1.2914 | 0.6733 | 0.6100 |
190 | 189 | 1.2770 | 0.6761 | 0.6114 |
191 | 190 | 1.2684 | 0.6787 | 0.6084 |
192 | 191 | 1.2503 | 0.6840 | 0.6054 |
193 | 192 | 1.2362 | 0.6893 | 0.6046 |