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https://github.com/MartinThoma/LaTeX-examples.git
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4.7 KiB
4.7 KiB
1 | epoch | loss | acc | val_acc |
---|---|---|---|---|
2 | 1 | 4.6073 | 0.0546 | 0.1588 |
3 | 2 | 4.1564 | 0.1122 | 0.2028 |
4 | 3 | 3.9684 | 0.1474 | 0.2358 |
5 | 4 | 3.8173 | 0.1765 | 0.2716 |
6 | 5 | 3.6989 | 0.2035 | 0.3014 |
7 | 6 | 3.5975 | 0.2251 | 0.3228 |
8 | 7 | 3.5154 | 0.2398 | 0.3336 |
9 | 8 | 3.4483 | 0.2528 | 0.3512 |
10 | 9 | 3.3836 | 0.2678 | 0.3622 |
11 | 10 | 3.3246 | 0.2779 | 0.3714 |
12 | 11 | 3.2730 | 0.2852 | 0.3744 |
13 | 12 | 3.2271 | 0.2962 | 0.3854 |
14 | 13 | 3.1704 | 0.3064 | 0.3966 |
15 | 14 | 3.1299 | 0.3120 | 0.4014 |
16 | 15 | 3.0863 | 0.3202 | 0.4092 |
17 | 16 | 3.0511 | 0.3285 | 0.4172 |
18 | 17 | 3.0162 | 0.3324 | 0.4228 |
19 | 18 | 2.9730 | 0.3418 | 0.4280 |
20 | 19 | 2.9415 | 0.3446 | 0.4348 |
21 | 20 | 2.9142 | 0.3501 | 0.4356 |
22 | 21 | 2.8723 | 0.3564 | 0.4444 |
23 | 22 | 2.8513 | 0.3593 | 0.4508 |
24 | 23 | 2.8171 | 0.3671 | 0.4554 |
25 | 24 | 2.7891 | 0.3701 | 0.4620 |
26 | 25 | 2.7573 | 0.3782 | 0.4708 |
27 | 26 | 2.7380 | 0.3786 | 0.4680 |
28 | 27 | 2.7115 | 0.3849 | 0.4654 |
29 | 28 | 2.6831 | 0.3912 | 0.4762 |
30 | 29 | 2.6632 | 0.3929 | 0.4776 |
31 | 30 | 2.6427 | 0.3949 | 0.4836 |
32 | 31 | 2.6216 | 0.3996 | 0.4828 |
33 | 32 | 2.5993 | 0.4035 | 0.4806 |
34 | 33 | 2.5846 | 0.4040 | 0.4900 |
35 | 34 | 2.5651 | 0.4087 | 0.4940 |
36 | 35 | 2.5470 | 0.4122 | 0.4950 |
37 | 36 | 2.5142 | 0.4156 | 0.4962 |
38 | 37 | 2.5091 | 0.4169 | 0.5032 |
39 | 38 | 2.4911 | 0.4213 | 0.4990 |
40 | 39 | 2.4664 | 0.4264 | 0.5080 |
41 | 40 | 2.4617 | 0.4237 | 0.5128 |
42 | 41 | 2.4365 | 0.4297 | 0.5118 |
43 | 42 | 2.4239 | 0.4303 | 0.5110 |
44 | 43 | 2.4069 | 0.4354 | 0.5204 |
45 | 44 | 2.3983 | 0.4352 | 0.5214 |
46 | 45 | 2.3792 | 0.4426 | 0.5172 |
47 | 46 | 2.3683 | 0.4430 | 0.5210 |
48 | 47 | 2.3499 | 0.4462 | 0.5206 |
49 | 48 | 2.3355 | 0.4487 | 0.5260 |
50 | 49 | 2.3316 | 0.4478 | 0.5258 |
51 | 50 | 2.3170 | 0.4485 | 0.5314 |
52 | 51 | 2.2960 | 0.4532 | 0.5218 |
53 | 52 | 2.2899 | 0.4541 | 0.5376 |
54 | 53 | 2.2763 | 0.4575 | 0.5380 |
55 | 54 | 2.2626 | 0.4598 | 0.5352 |
56 | 55 | 2.2555 | 0.4629 | 0.5322 |
57 | 56 | 2.2393 | 0.4642 | 0.5332 |
58 | 57 | 2.2341 | 0.4639 | 0.5304 |
59 | 58 | 2.2224 | 0.4690 | 0.5400 |
60 | 59 | 2.1997 | 0.4724 | 0.5428 |
61 | 60 | 2.1982 | 0.4692 | 0.5446 |
62 | 61 | 2.1974 | 0.4705 | 0.5460 |
63 | 62 | 2.1767 | 0.4717 | 0.5470 |
64 | 63 | 2.1760 | 0.4745 | 0.5500 |
65 | 64 | 2.1684 | 0.4731 | 0.5464 |
66 | 65 | 2.1497 | 0.4793 | 0.5482 |
67 | 66 | 2.1472 | 0.4813 | 0.5512 |
68 | 67 | 2.1373 | 0.4820 | 0.5630 |
69 | 68 | 2.1251 | 0.4832 | 0.5638 |
70 | 69 | 2.1147 | 0.4859 | 0.5508 |
71 | 70 | 2.1154 | 0.4837 | 0.5574 |
72 | 71 | 2.0960 | 0.4893 | 0.5586 |
73 | 72 | 2.0922 | 0.4906 | 0.5562 |
74 | 73 | 2.0874 | 0.4902 | 0.5580 |
75 | 74 | 2.0704 | 0.4972 | 0.5690 |
76 | 75 | 2.0683 | 0.4935 | 0.5648 |
77 | 76 | 2.0566 | 0.4958 | 0.5640 |
78 | 77 | 2.0549 | 0.4953 | 0.5700 |
79 | 78 | 2.0432 | 0.4990 | 0.5620 |
80 | 79 | 2.0511 | 0.4980 | 0.5672 |
81 | 80 | 2.0218 | 0.5070 | 0.5674 |
82 | 81 | 2.0228 | 0.5036 | 0.5684 |
83 | 82 | 2.0099 | 0.5081 | 0.5724 |
84 | 83 | 2.0093 | 0.5079 | 0.5662 |
85 | 84 | 2.0117 | 0.5041 | 0.5722 |
86 | 85 | 1.9998 | 0.5084 | 0.5706 |
87 | 86 | 1.9847 | 0.5092 | 0.5720 |
88 | 87 | 1.9858 | 0.5120 | 0.5762 |
89 | 88 | 1.9715 | 0.5104 | 0.5762 |
90 | 89 | 1.9677 | 0.5133 | 0.5736 |
91 | 90 | 1.9652 | 0.5165 | 0.5720 |
92 | 91 | 1.9682 | 0.5137 | 0.5764 |
93 | 92 | 1.9481 | 0.5175 | 0.5792 |
94 | 93 | 1.9373 | 0.5170 | 0.5776 |
95 | 94 | 1.9481 | 0.5177 | 0.5790 |
96 | 95 | 1.9331 | 0.5207 | 0.5762 |
97 | 96 | 1.9346 | 0.5198 | 0.5792 |
98 | 97 | 1.9186 | 0.5230 | 0.5842 |
99 | 98 | 1.9226 | 0.5220 | 0.5760 |
100 | 99 | 1.9093 | 0.5267 | 0.5782 |
101 | 100 | 1.9045 | 0.5286 | 0.5864 |
102 | 101 | 1.9114 | 0.5237 | 0.5840 |
103 | 102 | 1.8988 | 0.5271 | 0.5872 |
104 | 103 | 1.8870 | 0.5292 | 0.5862 |
105 | 104 | 1.8944 | 0.5271 | 0.5826 |
106 | 105 | 1.8737 | 0.5335 | 0.5866 |
107 | 106 | 1.8806 | 0.5294 | 0.5894 |
108 | 107 | 1.8691 | 0.5324 | 0.5840 |
109 | 108 | 1.8600 | 0.5366 | 0.5854 |
110 | 109 | 1.8654 | 0.5338 | 0.5838 |
111 | 110 | 1.8666 | 0.5331 | 0.5874 |
112 | 111 | 1.8583 | 0.5346 | 0.5878 |
113 | 112 | 1.8408 | 0.5359 | 0.5910 |
114 | 113 | 1.8509 | 0.5365 | 0.5932 |
115 | 114 | 1.8349 | 0.5413 | 0.5904 |
116 | 115 | 1.8399 | 0.5367 | 0.5886 |
117 | 116 | 1.8323 | 0.5403 | 0.5940 |
118 | 117 | 1.8248 | 0.5419 | 0.5884 |
119 | 118 | 1.8251 | 0.5409 | 0.5960 |
120 | 119 | 1.8159 | 0.5443 | 0.5912 |
121 | 120 | 1.8117 | 0.5458 | 0.5934 |
122 | 121 | 1.8153 | 0.5430 | 0.5942 |
123 | 122 | 1.8063 | 0.5434 | 0.5944 |
124 | 123 | 1.7969 | 0.5496 | 0.5930 |
125 | 124 | 1.7927 | 0.5495 | 0.5912 |
126 | 125 | 1.7967 | 0.5470 | 0.5990 |
127 | 126 | 1.7882 | 0.5484 | 0.5962 |
128 | 127 | 1.7745 | 0.5545 | 0.6010 |
129 | 128 | 1.7789 | 0.5516 | 0.5996 |
130 | 129 | 1.7681 | 0.5530 | 0.5996 |
131 | 130 | 1.7786 | 0.5528 | 0.6032 |
132 | 131 | 1.7762 | 0.5515 | 0.6010 |
133 | 132 | 1.7654 | 0.5551 | 0.6004 |
134 | 133 | 1.7641 | 0.5556 | 0.6010 |
135 | 134 | 1.7533 | 0.5558 | 0.5956 |
136 | 135 | 1.7618 | 0.5509 | 0.5972 |
137 | 136 | 1.7547 | 0.5559 | 0.6002 |
138 | 137 | 1.7550 | 0.5594 | 0.5994 |
139 | 138 | 1.7385 | 0.5618 | 0.6034 |
140 | 139 | 1.7431 | 0.5563 | 0.5984 |
141 | 140 | 1.7423 | 0.5611 | 0.5976 |
142 | 141 | 1.7341 | 0.5601 | 0.5996 |
143 | 142 | 1.7363 | 0.5598 | 0.6006 |
144 | 143 | 1.7282 | 0.5627 | 0.6014 |
145 | 144 | 1.7199 | 0.5638 | 0.6052 |
146 | 145 | 1.7151 | 0.5636 | 0.6066 |
147 | 146 | 1.7204 | 0.5641 | 0.6018 |
148 | 147 | 1.7083 | 0.5655 | 0.5994 |
149 | 148 | 1.7128 | 0.5634 | 0.6030 |
150 | 149 | 1.7125 | 0.5658 | 0.5970 |
151 | 150 | 1.7106 | 0.5659 | 0.6020 |
152 | 151 | 1.6939 | 0.5699 | 0.6072 |
153 | 152 | 1.6975 | 0.5718 | 0.6034 |
154 | 153 | 1.6942 | 0.5674 | 0.6080 |
155 | 154 | 1.7039 | 0.5641 | 0.6014 |
156 | 155 | 1.6850 | 0.5688 | 0.6032 |
157 | 156 | 1.6796 | 0.5737 | 0.6066 |
158 | 157 | 1.6797 | 0.5712 | 0.6050 |
159 | 158 | 1.6851 | 0.5713 | 0.6050 |
160 | 159 | 1.6805 | 0.5709 | 0.6040 |
161 | 160 | 1.6739 | 0.5733 | 0.6086 |
162 | 161 | 1.6744 | 0.5731 | 0.6088 |
163 | 162 | 1.6644 | 0.5771 | 0.6100 |
164 | 163 | 1.6741 | 0.5727 | 0.6144 |
165 | 164 | 1.6603 | 0.5781 | 0.6150 |
166 | 165 | 1.6627 | 0.5752 | 0.6114 |
167 | 166 | 1.6659 | 0.5761 | 0.6082 |
168 | 167 | 1.6545 | 0.5781 | 0.6172 |
169 | 168 | 1.6606 | 0.5746 | 0.6156 |
170 | 169 | 1.6542 | 0.5767 | 0.6108 |
171 | 170 | 1.6511 | 0.5781 | 0.6106 |
172 | 171 | 1.6421 | 0.5805 | 0.6118 |
173 | 172 | 1.6461 | 0.5803 | 0.6106 |
174 | 173 | 1.6437 | 0.5778 | 0.6160 |
175 | 174 | 1.6345 | 0.5821 | 0.6056 |
176 | 175 | 1.6286 | 0.5841 | 0.6126 |
177 | 176 | 1.6336 | 0.5823 | 0.6140 |
178 | 177 | 1.6180 | 0.5858 | 0.6124 |
179 | 178 | 1.6266 | 0.5852 | 0.6074 |
180 | 179 | 1.4899 | 0.6195 | 0.6178 |
181 | 180 | 1.4507 | 0.6280 | 0.6176 |
182 | 181 | 1.4259 | 0.6378 | 0.6118 |
183 | 182 | 1.4010 | 0.6406 | 0.6162 |
184 | 183 | 1.3791 | 0.6475 | 0.6140 |
185 | 184 | 1.3550 | 0.6548 | 0.6128 |
186 | 185 | 1.3347 | 0.6622 | 0.6154 |
187 | 186 | 1.3222 | 0.6637 | 0.6140 |
188 | 187 | 1.3022 | 0.6702 | 0.6090 |
189 | 188 | 1.2827 | 0.6775 | 0.6146 |
190 | 189 | 1.2716 | 0.6768 | 0.6146 |
191 | 190 | 1.2569 | 0.6798 | 0.6120 |