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https://github.com/MartinThoma/LaTeX-examples.git
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4.9 KiB
4.9 KiB
1 | epoch | loss | acc | val_acc |
---|---|---|---|---|
2 | 1 | 4.6113 | 0.0540 | 0.1614 |
3 | 2 | 4.1555 | 0.1120 | 0.2030 |
4 | 3 | 3.9698 | 0.1436 | 0.2356 |
5 | 4 | 3.8254 | 0.1760 | 0.2628 |
6 | 5 | 3.7037 | 0.1994 | 0.2922 |
7 | 6 | 3.6023 | 0.2215 | 0.3134 |
8 | 7 | 3.5211 | 0.2406 | 0.3360 |
9 | 8 | 3.4558 | 0.2511 | 0.3428 |
10 | 9 | 3.3897 | 0.2664 | 0.3568 |
11 | 10 | 3.3281 | 0.2788 | 0.3706 |
12 | 11 | 3.2697 | 0.2872 | 0.3738 |
13 | 12 | 3.2280 | 0.2957 | 0.3946 |
14 | 13 | 3.1751 | 0.3046 | 0.3930 |
15 | 14 | 3.1287 | 0.3138 | 0.4012 |
16 | 15 | 3.0903 | 0.3197 | 0.4064 |
17 | 16 | 3.0522 | 0.3280 | 0.4120 |
18 | 17 | 3.0164 | 0.3333 | 0.4162 |
19 | 18 | 2.9773 | 0.3382 | 0.4196 |
20 | 19 | 2.9452 | 0.3448 | 0.4284 |
21 | 20 | 2.9197 | 0.3483 | 0.4374 |
22 | 21 | 2.8798 | 0.3562 | 0.4394 |
23 | 22 | 2.8594 | 0.3574 | 0.4450 |
24 | 23 | 2.8205 | 0.3670 | 0.4482 |
25 | 24 | 2.7929 | 0.3695 | 0.4608 |
26 | 25 | 2.7663 | 0.3753 | 0.4620 |
27 | 26 | 2.7406 | 0.3779 | 0.4626 |
28 | 27 | 2.7208 | 0.3800 | 0.4630 |
29 | 28 | 2.6926 | 0.3875 | 0.4762 |
30 | 29 | 2.6717 | 0.3913 | 0.4756 |
31 | 30 | 2.6492 | 0.3918 | 0.4784 |
32 | 31 | 2.6294 | 0.3981 | 0.4848 |
33 | 32 | 2.6108 | 0.4003 | 0.4814 |
34 | 33 | 2.5845 | 0.4037 | 0.4876 |
35 | 34 | 2.5706 | 0.4060 | 0.4896 |
36 | 35 | 2.5567 | 0.4077 | 0.5006 |
37 | 36 | 2.5267 | 0.4147 | 0.4968 |
38 | 37 | 2.5164 | 0.4152 | 0.4964 |
39 | 38 | 2.5043 | 0.4185 | 0.5020 |
40 | 39 | 2.4694 | 0.4250 | 0.5104 |
41 | 40 | 2.4698 | 0.4234 | 0.5110 |
42 | 41 | 2.4419 | 0.4292 | 0.5110 |
43 | 42 | 2.4353 | 0.4310 | 0.5128 |
44 | 43 | 2.4190 | 0.4333 | 0.5174 |
45 | 44 | 2.4053 | 0.4338 | 0.5142 |
46 | 45 | 2.3861 | 0.4408 | 0.5154 |
47 | 46 | 2.3705 | 0.4416 | 0.5154 |
48 | 47 | 2.3621 | 0.4418 | 0.5146 |
49 | 48 | 2.3431 | 0.4453 | 0.5262 |
50 | 49 | 2.3377 | 0.4435 | 0.5318 |
51 | 50 | 2.3211 | 0.4495 | 0.5308 |
52 | 51 | 2.3043 | 0.4529 | 0.5284 |
53 | 52 | 2.2924 | 0.4545 | 0.5256 |
54 | 53 | 2.2763 | 0.4561 | 0.5284 |
55 | 54 | 2.2698 | 0.4579 | 0.5246 |
56 | 55 | 2.2645 | 0.4574 | 0.5310 |
57 | 56 | 2.2501 | 0.4626 | 0.5272 |
58 | 57 | 2.2475 | 0.4605 | 0.5306 |
59 | 58 | 2.2336 | 0.4627 | 0.5372 |
60 | 59 | 2.2115 | 0.4691 | 0.5402 |
61 | 60 | 2.2041 | 0.4692 | 0.5382 |
62 | 61 | 2.2035 | 0.4709 | 0.5336 |
63 | 62 | 2.1884 | 0.4690 | 0.5432 |
64 | 63 | 2.1851 | 0.4735 | 0.5470 |
65 | 64 | 2.1793 | 0.4714 | 0.5434 |
66 | 65 | 2.1569 | 0.4748 | 0.5496 |
67 | 66 | 2.1492 | 0.4805 | 0.5420 |
68 | 67 | 2.1425 | 0.4795 | 0.5550 |
69 | 68 | 2.1310 | 0.4834 | 0.5522 |
70 | 69 | 2.1256 | 0.4830 | 0.5492 |
71 | 70 | 2.1196 | 0.4833 | 0.5540 |
72 | 71 | 2.1000 | 0.4880 | 0.5564 |
73 | 72 | 2.0990 | 0.4866 | 0.5528 |
74 | 73 | 2.0976 | 0.4885 | 0.5568 |
75 | 74 | 2.0724 | 0.4951 | 0.5564 |
76 | 75 | 2.0798 | 0.4921 | 0.5620 |
77 | 76 | 2.0699 | 0.4935 | 0.5638 |
78 | 77 | 2.0661 | 0.4953 | 0.5606 |
79 | 78 | 2.0505 | 0.4986 | 0.5578 |
80 | 79 | 2.0542 | 0.4968 | 0.5638 |
81 | 80 | 2.0382 | 0.5003 | 0.5620 |
82 | 81 | 2.0335 | 0.5034 | 0.5604 |
83 | 82 | 2.0190 | 0.5049 | 0.5646 |
84 | 83 | 2.0192 | 0.5021 | 0.5612 |
85 | 84 | 2.0194 | 0.5018 | 0.5668 |
86 | 85 | 2.0074 | 0.5071 | 0.5676 |
87 | 86 | 1.9984 | 0.5048 | 0.5646 |
88 | 87 | 1.9958 | 0.5087 | 0.5672 |
89 | 88 | 1.9858 | 0.5079 | 0.5660 |
90 | 89 | 1.9848 | 0.5112 | 0.5720 |
91 | 90 | 1.9748 | 0.5106 | 0.5702 |
92 | 91 | 1.9743 | 0.5114 | 0.5704 |
93 | 92 | 1.9644 | 0.5154 | 0.5730 |
94 | 93 | 1.9504 | 0.5168 | 0.5670 |
95 | 94 | 1.9541 | 0.5174 | 0.5750 |
96 | 95 | 1.9463 | 0.5182 | 0.5732 |
97 | 96 | 1.9377 | 0.5201 | 0.5746 |
98 | 97 | 1.9287 | 0.5197 | 0.5754 |
99 | 98 | 1.9355 | 0.5197 | 0.5774 |
100 | 99 | 1.9210 | 0.5242 | 0.5776 |
101 | 100 | 1.9195 | 0.5227 | 0.5800 |
102 | 101 | 1.9142 | 0.5201 | 0.5796 |
103 | 102 | 1.9102 | 0.5267 | 0.5812 |
104 | 103 | 1.9002 | 0.5244 | 0.5778 |
105 | 104 | 1.8984 | 0.5284 | 0.5800 |
106 | 105 | 1.8874 | 0.5306 | 0.5796 |
107 | 106 | 1.8894 | 0.5247 | 0.5868 |
108 | 107 | 1.8779 | 0.5344 | 0.5836 |
109 | 108 | 1.8636 | 0.5351 | 0.5870 |
110 | 109 | 1.8784 | 0.5302 | 0.5816 |
111 | 110 | 1.8664 | 0.5335 | 0.5840 |
112 | 111 | 1.8630 | 0.5323 | 0.5878 |
113 | 112 | 1.8609 | 0.5326 | 0.5854 |
114 | 113 | 1.8603 | 0.5328 | 0.5808 |
115 | 114 | 1.8462 | 0.5393 | 0.5872 |
116 | 115 | 1.8519 | 0.5324 | 0.5844 |
117 | 116 | 1.8426 | 0.5395 | 0.5924 |
118 | 117 | 1.8307 | 0.5401 | 0.5878 |
119 | 118 | 1.8405 | 0.5364 | 0.5912 |
120 | 119 | 1.8268 | 0.5405 | 0.5902 |
121 | 120 | 1.8153 | 0.5440 | 0.5918 |
122 | 121 | 1.8160 | 0.5448 | 0.5930 |
123 | 122 | 1.8188 | 0.5420 | 0.5948 |
124 | 123 | 1.8100 | 0.5463 | 0.5908 |
125 | 124 | 1.8031 | 0.5466 | 0.5940 |
126 | 125 | 1.8079 | 0.5450 | 0.5888 |
127 | 126 | 1.8016 | 0.5457 | 0.5856 |
128 | 127 | 1.7847 | 0.5521 | 0.5924 |
129 | 128 | 1.7816 | 0.5491 | 0.5928 |
130 | 129 | 1.7839 | 0.5497 | 0.5898 |
131 | 130 | 1.7825 | 0.5504 | 0.5906 |
132 | 131 | 1.7823 | 0.5512 | 0.5942 |
133 | 132 | 1.7787 | 0.5515 | 0.5950 |
134 | 133 | 1.7729 | 0.5539 | 0.6006 |
135 | 134 | 1.7661 | 0.5563 | 0.5938 |
136 | 135 | 1.7667 | 0.5522 | 0.5952 |
137 | 136 | 1.7616 | 0.5525 | 0.5974 |
138 | 137 | 1.7595 | 0.5549 | 0.5996 |
139 | 138 | 1.7419 | 0.5615 | 0.6020 |
140 | 139 | 1.7498 | 0.5586 | 0.6016 |
141 | 140 | 1.7475 | 0.5588 | 0.5994 |
142 | 141 | 1.7417 | 0.5615 | 0.5992 |
143 | 142 | 1.7442 | 0.5585 | 0.5966 |
144 | 143 | 1.7332 | 0.5612 | 0.5996 |
145 | 144 | 1.7240 | 0.5630 | 0.5982 |
146 | 145 | 1.7147 | 0.5637 | 0.6026 |
147 | 146 | 1.7309 | 0.5608 | 0.6002 |
148 | 147 | 1.7149 | 0.5682 | 0.6006 |
149 | 148 | 1.7189 | 0.5630 | 0.6054 |
150 | 149 | 1.7138 | 0.5662 | 0.6022 |
151 | 150 | 1.7165 | 0.5636 | 0.6012 |
152 | 151 | 1.7001 | 0.5686 | 0.6056 |
153 | 152 | 1.7044 | 0.5677 | 0.6024 |
154 | 153 | 1.7049 | 0.5650 | 0.6010 |
155 | 154 | 1.7036 | 0.5677 | 0.6096 |
156 | 155 | 1.6959 | 0.5687 | 0.6068 |
157 | 156 | 1.6902 | 0.5723 | 0.6044 |
158 | 157 | 1.6911 | 0.5707 | 0.6048 |
159 | 158 | 1.6900 | 0.5697 | 0.6122 |
160 | 159 | 1.6864 | 0.5705 | 0.6086 |
161 | 160 | 1.6730 | 0.5741 | 0.6068 |
162 | 161 | 1.6835 | 0.5710 | 0.6048 |
163 | 162 | 1.6674 | 0.5793 | 0.6076 |
164 | 163 | 1.6717 | 0.5725 | 0.6014 |
165 | 164 | 1.6702 | 0.5742 | 0.6128 |
166 | 165 | 1.6624 | 0.5773 | 0.6092 |
167 | 166 | 1.6738 | 0.5721 | 0.6114 |
168 | 167 | 1.6582 | 0.5791 | 0.6134 |
169 | 168 | 1.6617 | 0.5752 | 0.6092 |
170 | 169 | 1.6539 | 0.5768 | 0.6066 |
171 | 170 | 1.6596 | 0.5768 | 0.6078 |
172 | 171 | 1.6439 | 0.5816 | 0.6178 |
173 | 172 | 1.6509 | 0.5788 | 0.6106 |
174 | 173 | 1.6532 | 0.5773 | 0.6138 |
175 | 174 | 1.6408 | 0.5819 | 0.6084 |
176 | 175 | 1.6432 | 0.5802 | 0.6122 |
177 | 176 | 1.6365 | 0.5824 | 0.6142 |
178 | 177 | 1.6296 | 0.5817 | 0.6116 |
179 | 178 | 1.6360 | 0.5802 | 0.6074 |
180 | 179 | 1.6325 | 0.5823 | 0.6124 |
181 | 180 | 1.6273 | 0.5827 | 0.6104 |
182 | 181 | 1.6293 | 0.5845 | 0.6100 |
183 | 182 | 1.6205 | 0.5858 | 0.6168 |
184 | 183 | 1.4877 | 0.6187 | 0.6098 |
185 | 184 | 1.4372 | 0.6328 | 0.6164 |
186 | 185 | 1.4129 | 0.6412 | 0.6130 |
187 | 186 | 1.3911 | 0.6441 | 0.6168 |
188 | 187 | 1.3616 | 0.6528 | 0.6130 |
189 | 188 | 1.3411 | 0.6588 | 0.6094 |
190 | 189 | 1.3230 | 0.6635 | 0.6120 |
191 | 190 | 1.3062 | 0.6677 | 0.6106 |
192 | 191 | 1.2862 | 0.6752 | 0.6116 |
193 | 192 | 1.2731 | 0.6777 | 0.6078 |
194 | 193 | 1.2507 | 0.6836 | 0.6014 |
195 | 194 | 1.2279 | 0.6898 | 0.6098 |
196 | 195 | 1.2241 | 0.6912 | 0.6066 |
197 | 196 | 1.2030 | 0.6941 | 0.6046 |
198 | 197 | 1.1954 | 0.6972 | 0.6012 |