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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 | 4.6077 | 0.0546 | 0.1604 |
3 | 2 | 4.1562 | 0.1120 | 0.2026 |
4 | 3 | 3.9681 | 0.1472 | 0.2350 |
5 | 4 | 3.8167 | 0.1763 | 0.2744 |
6 | 5 | 3.6988 | 0.2034 | 0.3030 |
7 | 6 | 3.5973 | 0.2255 | 0.3252 |
8 | 7 | 3.5159 | 0.2397 | 0.3332 |
9 | 8 | 3.4483 | 0.2536 | 0.3508 |
10 | 9 | 3.3837 | 0.2683 | 0.3628 |
11 | 10 | 3.3255 | 0.2772 | 0.3698 |
12 | 11 | 3.2735 | 0.2867 | 0.3746 |
13 | 12 | 3.2275 | 0.2949 | 0.3888 |
14 | 13 | 3.1712 | 0.3055 | 0.3964 |
15 | 14 | 3.1305 | 0.3128 | 0.4042 |
16 | 15 | 3.0866 | 0.3205 | 0.4092 |
17 | 16 | 3.0513 | 0.3278 | 0.4190 |
18 | 17 | 3.0167 | 0.3332 | 0.4212 |
19 | 18 | 2.9732 | 0.3402 | 0.4272 |
20 | 19 | 2.9419 | 0.3453 | 0.4326 |
21 | 20 | 2.9142 | 0.3506 | 0.4362 |
22 | 21 | 2.8729 | 0.3571 | 0.4448 |
23 | 22 | 2.8522 | 0.3586 | 0.4512 |
24 | 23 | 2.8178 | 0.3672 | 0.4580 |
25 | 24 | 2.7895 | 0.3708 | 0.4614 |
26 | 25 | 2.7577 | 0.3762 | 0.4670 |
27 | 26 | 2.7384 | 0.3792 | 0.4694 |
28 | 27 | 2.7118 | 0.3846 | 0.4644 |
29 | 28 | 2.6840 | 0.3897 | 0.4796 |
30 | 29 | 2.6636 | 0.3927 | 0.4774 |
31 | 30 | 2.6425 | 0.3951 | 0.4850 |
32 | 31 | 2.6216 | 0.3994 | 0.4844 |
33 | 32 | 2.5993 | 0.4026 | 0.4816 |
34 | 33 | 2.5851 | 0.4040 | 0.4880 |
35 | 34 | 2.5656 | 0.4081 | 0.4948 |
36 | 35 | 2.5463 | 0.4118 | 0.4900 |
37 | 36 | 2.5147 | 0.4150 | 0.4968 |
38 | 37 | 2.5086 | 0.4165 | 0.5052 |
39 | 38 | 2.4905 | 0.4222 | 0.5034 |
40 | 39 | 2.4662 | 0.4264 | 0.5072 |
41 | 40 | 2.4616 | 0.4234 | 0.5136 |
42 | 41 | 2.4374 | 0.4285 | 0.5088 |
43 | 42 | 2.4241 | 0.4296 | 0.5134 |
44 | 43 | 2.4073 | 0.4345 | 0.5224 |
45 | 44 | 2.3990 | 0.4375 | 0.5158 |
46 | 45 | 2.3791 | 0.4414 | 0.5200 |
47 | 46 | 2.3682 | 0.4405 | 0.5196 |
48 | 47 | 2.3491 | 0.4462 | 0.5186 |
49 | 48 | 2.3331 | 0.4487 | 0.5226 |
50 | 49 | 2.3316 | 0.4484 | 0.5264 |
51 | 50 | 2.3175 | 0.4485 | 0.5340 |
52 | 51 | 2.2964 | 0.4528 | 0.5232 |
53 | 52 | 2.2896 | 0.4549 | 0.5360 |
54 | 53 | 2.2755 | 0.4570 | 0.5388 |
55 | 54 | 2.2627 | 0.4599 | 0.5324 |
56 | 55 | 2.2564 | 0.4627 | 0.5324 |
57 | 56 | 2.2388 | 0.4629 | 0.5344 |
58 | 57 | 2.2338 | 0.4636 | 0.5340 |
59 | 58 | 2.2214 | 0.4671 | 0.5392 |
60 | 59 | 2.1993 | 0.4733 | 0.5444 |
61 | 60 | 2.1975 | 0.4714 | 0.5390 |
62 | 61 | 2.1975 | 0.4699 | 0.5468 |
63 | 62 | 2.1759 | 0.4727 | 0.5434 |
64 | 63 | 2.1753 | 0.4734 | 0.5536 |
65 | 64 | 2.1677 | 0.4733 | 0.5476 |
66 | 65 | 2.1491 | 0.4780 | 0.5500 |
67 | 66 | 2.1484 | 0.4800 | 0.5514 |
68 | 67 | 2.1369 | 0.4816 | 0.5596 |
69 | 68 | 2.1256 | 0.4838 | 0.5624 |
70 | 69 | 2.1146 | 0.4852 | 0.5500 |
71 | 70 | 2.1154 | 0.4852 | 0.5576 |
72 | 71 | 2.0956 | 0.4901 | 0.5600 |
73 | 72 | 2.0916 | 0.4917 | 0.5580 |
74 | 73 | 2.0882 | 0.4910 | 0.5584 |
75 | 74 | 2.0697 | 0.4964 | 0.5676 |
76 | 75 | 2.0688 | 0.4934 | 0.5666 |
77 | 76 | 2.0577 | 0.4965 | 0.5642 |
78 | 77 | 2.0537 | 0.4971 | 0.5778 |
79 | 78 | 2.0444 | 0.4978 | 0.5652 |
80 | 79 | 2.0512 | 0.4975 | 0.5646 |
81 | 80 | 2.0210 | 0.5041 | 0.5660 |
82 | 81 | 2.0231 | 0.5040 | 0.5720 |
83 | 82 | 2.0095 | 0.5089 | 0.5682 |
84 | 83 | 2.0095 | 0.5082 | 0.5648 |
85 | 84 | 2.0118 | 0.5046 | 0.5736 |
86 | 85 | 2.0007 | 0.5088 | 0.5680 |
87 | 86 | 1.9840 | 0.5096 | 0.5768 |
88 | 87 | 1.9849 | 0.5109 | 0.5808 |
89 | 88 | 1.9696 | 0.5126 | 0.5774 |
90 | 89 | 1.9696 | 0.5127 | 0.5774 |
91 | 90 | 1.9654 | 0.5163 | 0.5742 |
92 | 91 | 1.9694 | 0.5130 | 0.5810 |
93 | 92 | 1.9479 | 0.5184 | 0.5802 |
94 | 93 | 1.9384 | 0.5165 | 0.5754 |
95 | 94 | 1.9491 | 0.5184 | 0.5758 |
96 | 95 | 1.9340 | 0.5206 | 0.5808 |
97 | 96 | 1.9357 | 0.5202 | 0.5818 |
98 | 97 | 1.9184 | 0.5227 | 0.5818 |
99 | 98 | 1.9236 | 0.5230 | 0.5794 |
100 | 99 | 1.9093 | 0.5272 | 0.5810 |
101 | 100 | 1.9060 | 0.5261 | 0.5816 |
102 | 101 | 1.9126 | 0.5250 | 0.5834 |
103 | 102 | 1.8998 | 0.5265 | 0.5876 |
104 | 103 | 1.8860 | 0.5286 | 0.5870 |
105 | 104 | 1.8931 | 0.5260 | 0.5814 |
106 | 105 | 1.8725 | 0.5332 | 0.5832 |
107 | 106 | 1.8825 | 0.5288 | 0.5890 |
108 | 107 | 1.8686 | 0.5326 | 0.5828 |
109 | 108 | 1.8618 | 0.5357 | 0.5866 |
110 | 109 | 1.8650 | 0.5327 | 0.5864 |
111 | 110 | 1.8650 | 0.5323 | 0.5890 |
112 | 111 | 1.8599 | 0.5324 | 0.5900 |
113 | 112 | 1.8388 | 0.5383 | 0.5956 |
114 | 113 | 1.8511 | 0.5352 | 0.5892 |
115 | 114 | 1.8351 | 0.5405 | 0.5898 |
116 | 115 | 1.8404 | 0.5353 | 0.5888 |
117 | 116 | 1.8306 | 0.5420 | 0.5898 |
118 | 117 | 1.8264 | 0.5391 | 0.5894 |
119 | 118 | 1.8264 | 0.5401 | 0.5974 |
120 | 119 | 1.8160 | 0.5438 | 0.5904 |
121 | 120 | 1.8124 | 0.5454 | 0.5942 |
122 | 121 | 1.8160 | 0.5427 | 0.5946 |
123 | 122 | 1.8064 | 0.5425 | 0.5948 |
124 | 123 | 1.7980 | 0.5481 | 0.5910 |
125 | 124 | 1.7924 | 0.5502 | 0.5964 |
126 | 125 | 1.7964 | 0.5468 | 0.5954 |
127 | 126 | 1.7880 | 0.5482 | 0.5952 |
128 | 127 | 1.7740 | 0.5531 | 0.6026 |
129 | 128 | 1.7796 | 0.5511 | 0.5986 |
130 | 129 | 1.7655 | 0.5525 | 0.5950 |
131 | 130 | 1.7783 | 0.5514 | 0.5976 |
132 | 131 | 1.7767 | 0.5504 | 0.6026 |
133 | 132 | 1.7648 | 0.5560 | 0.6026 |
134 | 133 | 1.7626 | 0.5542 | 0.6000 |
135 | 134 | 1.7522 | 0.5573 | 0.5984 |
136 | 135 | 1.7612 | 0.5517 | 0.5992 |
137 | 136 | 1.7531 | 0.5547 | 0.6026 |
138 | 137 | 1.7547 | 0.5583 | 0.5976 |
139 | 138 | 1.7402 | 0.5614 | 0.6046 |
140 | 139 | 1.7428 | 0.5571 | 0.6006 |
141 | 140 | 1.7429 | 0.5607 | 0.6010 |
142 | 141 | 1.7342 | 0.5601 | 0.6022 |
143 | 142 | 1.7358 | 0.5618 | 0.5996 |
144 | 143 | 1.7270 | 0.5628 | 0.5994 |
145 | 144 | 1.7169 | 0.5639 | 0.6084 |
146 | 145 | 1.7150 | 0.5639 | 0.6068 |
147 | 146 | 1.7220 | 0.5613 | 0.6072 |
148 | 147 | 1.7083 | 0.5656 | 0.6058 |
149 | 148 | 1.7125 | 0.5638 | 0.6040 |
150 | 149 | 1.7112 | 0.5656 | 0.5996 |
151 | 150 | 1.7102 | 0.5671 | 0.6006 |
152 | 151 | 1.6961 | 0.5697 | 0.6044 |
153 | 152 | 1.6990 | 0.5685 | 0.6098 |
154 | 153 | 1.6944 | 0.5668 | 0.6048 |
155 | 154 | 1.7036 | 0.5656 | 0.6062 |
156 | 155 | 1.6863 | 0.5687 | 0.6072 |
157 | 156 | 1.6810 | 0.5717 | 0.6072 |
158 | 157 | 1.6790 | 0.5719 | 0.6056 |
159 | 158 | 1.6849 | 0.5723 | 0.6068 |
160 | 159 | 1.6784 | 0.5719 | 0.6020 |
161 | 160 | 1.6758 | 0.5738 | 0.6148 |
162 | 161 | 1.6734 | 0.5725 | 0.6062 |
163 | 162 | 1.6648 | 0.5765 | 0.6100 |
164 | 163 | 1.6751 | 0.5718 | 0.6158 |
165 | 164 | 1.6592 | 0.5786 | 0.6108 |
166 | 165 | 1.6635 | 0.5762 | 0.6076 |
167 | 166 | 1.6669 | 0.5753 | 0.6078 |
168 | 167 | 1.6521 | 0.5779 | 0.6150 |
169 | 168 | 1.6601 | 0.5736 | 0.6100 |
170 | 169 | 1.6533 | 0.5771 | 0.6090 |
171 | 170 | 1.6541 | 0.5764 | 0.6118 |
172 | 171 | 1.6430 | 0.5811 | 0.6122 |
173 | 172 | 1.6458 | 0.5806 | 0.6152 |
174 | 173 | 1.6429 | 0.5771 | 0.6154 |
175 | 174 | 1.6353 | 0.5815 | 0.6070 |
176 | 175 | 1.4995 | 0.6175 | 0.6154 |
177 | 176 | 1.4639 | 0.6250 | 0.6114 |
178 | 177 | 1.4281 | 0.6384 | 0.6168 |
179 | 178 | 1.4122 | 0.6394 | 0.6142 |
180 | 179 | 1.3911 | 0.6478 | 0.6180 |
181 | 180 | 1.3687 | 0.6499 | 0.6104 |
182 | 181 | 1.3488 | 0.6541 | 0.6122 |
183 | 182 | 1.3238 | 0.6639 | 0.6138 |
184 | 183 | 1.3070 | 0.6695 | 0.6104 |
185 | 184 | 1.2816 | 0.6758 | 0.6118 |
186 | 185 | 1.2792 | 0.6763 | 0.6076 |
187 | 186 | 1.2562 | 0.6828 | 0.6048 |
188 | 187 | 1.2411 | 0.6843 | 0.6034 |
189 | 188 | 1.2257 | 0.6927 | 0.6080 |
190 | 189 | 1.2153 | 0.6941 | 0.6074 |
191 | 190 | 1.1942 | 0.6998 | 0.6042 |