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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 | 4.6111 | 0.0539 | 0.1606 |
3 | 2 | 4.1554 | 0.1121 | 0.2016 |
4 | 3 | 3.9698 | 0.1438 | 0.2324 |
5 | 4 | 3.8258 | 0.1750 | 0.2612 |
6 | 5 | 3.7040 | 0.2000 | 0.2908 |
7 | 6 | 3.6025 | 0.2217 | 0.3138 |
8 | 7 | 3.5213 | 0.2412 | 0.3348 |
9 | 8 | 3.4561 | 0.2507 | 0.3418 |
10 | 9 | 3.3904 | 0.2664 | 0.3570 |
11 | 10 | 3.3281 | 0.2784 | 0.3718 |
12 | 11 | 3.2696 | 0.2877 | 0.3764 |
13 | 12 | 3.2280 | 0.2971 | 0.3966 |
14 | 13 | 3.1749 | 0.3045 | 0.3930 |
15 | 14 | 3.1283 | 0.3144 | 0.4002 |
16 | 15 | 3.0904 | 0.3197 | 0.4080 |
17 | 16 | 3.0525 | 0.3277 | 0.4120 |
18 | 17 | 3.0162 | 0.3331 | 0.4172 |
19 | 18 | 2.9775 | 0.3379 | 0.4214 |
20 | 19 | 2.9446 | 0.3446 | 0.4296 |
21 | 20 | 2.9192 | 0.3487 | 0.4392 |
22 | 21 | 2.8795 | 0.3553 | 0.4390 |
23 | 22 | 2.8595 | 0.3572 | 0.4464 |
24 | 23 | 2.8201 | 0.3671 | 0.4504 |
25 | 24 | 2.7930 | 0.3704 | 0.4582 |
26 | 25 | 2.7666 | 0.3756 | 0.4608 |
27 | 26 | 2.7418 | 0.3781 | 0.4638 |
28 | 27 | 2.7214 | 0.3799 | 0.4654 |
29 | 28 | 2.6927 | 0.3883 | 0.4784 |
30 | 29 | 2.6717 | 0.3904 | 0.4746 |
31 | 30 | 2.6494 | 0.3914 | 0.4780 |
32 | 31 | 2.6299 | 0.3979 | 0.4856 |
33 | 32 | 2.6115 | 0.3998 | 0.4836 |
34 | 33 | 2.5850 | 0.4037 | 0.4880 |
35 | 34 | 2.5718 | 0.4058 | 0.4894 |
36 | 35 | 2.5569 | 0.4073 | 0.4994 |
37 | 36 | 2.5280 | 0.4147 | 0.4972 |
38 | 37 | 2.5168 | 0.4144 | 0.4994 |
39 | 38 | 2.5050 | 0.4187 | 0.5016 |
40 | 39 | 2.4704 | 0.4251 | 0.5062 |
41 | 40 | 2.4709 | 0.4240 | 0.5136 |
42 | 41 | 2.4422 | 0.4279 | 0.5088 |
43 | 42 | 2.4363 | 0.4320 | 0.5132 |
44 | 43 | 2.4196 | 0.4321 | 0.5208 |
45 | 44 | 2.4061 | 0.4330 | 0.5178 |
46 | 45 | 2.3868 | 0.4397 | 0.5206 |
47 | 46 | 2.3711 | 0.4401 | 0.5190 |
48 | 47 | 2.3627 | 0.4411 | 0.5178 |
49 | 48 | 2.3435 | 0.4450 | 0.5288 |
50 | 49 | 2.3377 | 0.4439 | 0.5316 |
51 | 50 | 2.3218 | 0.4489 | 0.5318 |
52 | 51 | 2.3060 | 0.4525 | 0.5246 |
53 | 52 | 2.2923 | 0.4548 | 0.5316 |
54 | 53 | 2.2754 | 0.4575 | 0.5326 |
55 | 54 | 2.2698 | 0.4586 | 0.5256 |
56 | 55 | 2.2644 | 0.4568 | 0.5334 |
57 | 56 | 2.2499 | 0.4630 | 0.5296 |
58 | 57 | 2.2486 | 0.4589 | 0.5352 |
59 | 58 | 2.2343 | 0.4623 | 0.5410 |
60 | 59 | 2.2115 | 0.4688 | 0.5424 |
61 | 60 | 2.2046 | 0.4697 | 0.5410 |
62 | 61 | 2.2029 | 0.4682 | 0.5360 |
63 | 62 | 2.1877 | 0.4695 | 0.5468 |
64 | 63 | 2.1851 | 0.4732 | 0.5458 |
65 | 64 | 2.1787 | 0.4705 | 0.5438 |
66 | 65 | 2.1570 | 0.4750 | 0.5508 |
67 | 66 | 2.1489 | 0.4797 | 0.5406 |
68 | 67 | 2.1423 | 0.4799 | 0.5528 |
69 | 68 | 2.1313 | 0.4831 | 0.5538 |
70 | 69 | 2.1251 | 0.4838 | 0.5540 |
71 | 70 | 2.1206 | 0.4830 | 0.5530 |
72 | 71 | 2.1012 | 0.4886 | 0.5578 |
73 | 72 | 2.0983 | 0.4867 | 0.5522 |
74 | 73 | 2.0967 | 0.4896 | 0.5534 |
75 | 74 | 2.0720 | 0.4973 | 0.5560 |
76 | 75 | 2.0802 | 0.4911 | 0.5628 |
77 | 76 | 2.0690 | 0.4954 | 0.5688 |
78 | 77 | 2.0655 | 0.4941 | 0.5604 |
79 | 78 | 2.0495 | 0.4977 | 0.5612 |
80 | 79 | 2.0530 | 0.4980 | 0.5626 |
81 | 80 | 2.0374 | 0.5006 | 0.5650 |
82 | 81 | 2.0344 | 0.5036 | 0.5654 |
83 | 82 | 2.0181 | 0.5051 | 0.5666 |
84 | 83 | 2.0192 | 0.5035 | 0.5624 |
85 | 84 | 2.0188 | 0.5034 | 0.5674 |
86 | 85 | 2.0066 | 0.5075 | 0.5662 |
87 | 86 | 1.9995 | 0.5044 | 0.5648 |
88 | 87 | 1.9954 | 0.5069 | 0.5722 |
89 | 88 | 1.9858 | 0.5082 | 0.5662 |
90 | 89 | 1.9832 | 0.5102 | 0.5686 |
91 | 90 | 1.9738 | 0.5110 | 0.5714 |
92 | 91 | 1.9741 | 0.5108 | 0.5732 |
93 | 92 | 1.9647 | 0.5154 | 0.5734 |
94 | 93 | 1.9502 | 0.5167 | 0.5694 |
95 | 94 | 1.9537 | 0.5169 | 0.5792 |
96 | 95 | 1.9455 | 0.5186 | 0.5728 |
97 | 96 | 1.9374 | 0.5223 | 0.5758 |
98 | 97 | 1.9283 | 0.5200 | 0.5770 |
99 | 98 | 1.9329 | 0.5219 | 0.5770 |
100 | 99 | 1.9197 | 0.5253 | 0.5750 |
101 | 100 | 1.9179 | 0.5233 | 0.5790 |
102 | 101 | 1.9152 | 0.5214 | 0.5802 |
103 | 102 | 1.9099 | 0.5264 | 0.5802 |
104 | 103 | 1.8992 | 0.5259 | 0.5746 |
105 | 104 | 1.8975 | 0.5267 | 0.5802 |
106 | 105 | 1.8868 | 0.5307 | 0.5822 |
107 | 106 | 1.8872 | 0.5263 | 0.5842 |
108 | 107 | 1.8781 | 0.5337 | 0.5840 |
109 | 108 | 1.8624 | 0.5354 | 0.5860 |
110 | 109 | 1.8786 | 0.5308 | 0.5842 |
111 | 110 | 1.8652 | 0.5341 | 0.5858 |
112 | 111 | 1.8622 | 0.5353 | 0.5892 |
113 | 112 | 1.8595 | 0.5337 | 0.5806 |
114 | 113 | 1.8596 | 0.5331 | 0.5830 |
115 | 114 | 1.8465 | 0.5395 | 0.5880 |
116 | 115 | 1.8522 | 0.5332 | 0.5880 |
117 | 116 | 1.8420 | 0.5388 | 0.5878 |
118 | 117 | 1.8306 | 0.5404 | 0.5846 |
119 | 118 | 1.8399 | 0.5390 | 0.5904 |
120 | 119 | 1.8271 | 0.5393 | 0.5884 |
121 | 120 | 1.8150 | 0.5451 | 0.5888 |
122 | 121 | 1.8148 | 0.5450 | 0.5932 |
123 | 122 | 1.8180 | 0.5410 | 0.5954 |
124 | 123 | 1.8104 | 0.5462 | 0.5938 |
125 | 124 | 1.8008 | 0.5478 | 0.5940 |
126 | 125 | 1.8053 | 0.5463 | 0.5896 |
127 | 126 | 1.8038 | 0.5456 | 0.5898 |
128 | 127 | 1.7835 | 0.5528 | 0.5960 |
129 | 128 | 1.7814 | 0.5499 | 0.5908 |
130 | 129 | 1.7831 | 0.5498 | 0.5886 |
131 | 130 | 1.7818 | 0.5494 | 0.5926 |
132 | 131 | 1.7841 | 0.5508 | 0.5944 |
133 | 132 | 1.7773 | 0.5502 | 0.5966 |
134 | 133 | 1.7724 | 0.5534 | 0.5986 |
135 | 134 | 1.7657 | 0.5542 | 0.5992 |
136 | 135 | 1.7687 | 0.5508 | 0.5978 |
137 | 136 | 1.7619 | 0.5511 | 0.5948 |
138 | 137 | 1.7594 | 0.5557 | 0.5972 |
139 | 138 | 1.7447 | 0.5620 | 0.6054 |
140 | 139 | 1.7465 | 0.5596 | 0.5986 |
141 | 140 | 1.7482 | 0.5584 | 0.6036 |
142 | 141 | 1.7401 | 0.5607 | 0.6008 |
143 | 142 | 1.7431 | 0.5593 | 0.5938 |
144 | 143 | 1.7323 | 0.5629 | 0.6024 |
145 | 144 | 1.7235 | 0.5627 | 0.6000 |
146 | 145 | 1.7126 | 0.5642 | 0.6022 |
147 | 146 | 1.7300 | 0.5611 | 0.5970 |
148 | 147 | 1.7172 | 0.5647 | 0.6012 |
149 | 148 | 1.7172 | 0.5643 | 0.6056 |
150 | 149 | 1.7110 | 0.5662 | 0.5992 |
151 | 150 | 1.7170 | 0.5639 | 0.6022 |
152 | 151 | 1.7009 | 0.5689 | 0.6020 |
153 | 152 | 1.7045 | 0.5676 | 0.6048 |
154 | 153 | 1.7047 | 0.5640 | 0.6010 |
155 | 154 | 1.7029 | 0.5670 | 0.6070 |
156 | 155 | 1.6971 | 0.5678 | 0.6066 |
157 | 156 | 1.6910 | 0.5715 | 0.6020 |
158 | 157 | 1.6912 | 0.5716 | 0.6082 |
159 | 158 | 1.6932 | 0.5685 | 0.6108 |
160 | 159 | 1.6872 | 0.5698 | 0.6104 |
161 | 160 | 1.6749 | 0.5732 | 0.6078 |
162 | 161 | 1.6833 | 0.5718 | 0.6064 |
163 | 162 | 1.6685 | 0.5748 | 0.6104 |
164 | 163 | 1.6718 | 0.5739 | 0.6064 |
165 | 164 | 1.6685 | 0.5766 | 0.6076 |
166 | 165 | 1.6639 | 0.5755 | 0.6096 |
167 | 166 | 1.6732 | 0.5738 | 0.6090 |
168 | 167 | 1.6586 | 0.5790 | 0.6076 |
169 | 168 | 1.6612 | 0.5747 | 0.6028 |
170 | 169 | 1.6548 | 0.5773 | 0.6072 |
171 | 170 | 1.5175 | 0.6128 | 0.6192 |
172 | 171 | 1.4743 | 0.6244 | 0.6092 |
173 | 172 | 1.4525 | 0.6299 | 0.6110 |
174 | 173 | 1.4321 | 0.6350 | 0.6048 |
175 | 174 | 1.4026 | 0.6451 | 0.6084 |
176 | 175 | 1.3816 | 0.6523 | 0.6084 |
177 | 176 | 1.3551 | 0.6564 | 0.6080 |
178 | 177 | 1.3437 | 0.6620 | 0.6034 |
179 | 178 | 1.3216 | 0.6638 | 0.6036 |
180 | 179 | 1.3099 | 0.6672 | 0.6056 |
181 | 180 | 1.2920 | 0.6710 | 0.6052 |
182 | 181 | 1.2751 | 0.6795 | 0.6012 |