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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 | 4.6111 | 0.0538 | 0.1608 |
3 | 2 | 4.1559 | 0.1114 | 0.2030 |
4 | 3 | 3.9703 | 0.1442 | 0.2336 |
5 | 4 | 3.8264 | 0.1750 | 0.2598 |
6 | 5 | 3.7044 | 0.2010 | 0.2902 |
7 | 6 | 3.6032 | 0.2213 | 0.3148 |
8 | 7 | 3.5218 | 0.2407 | 0.3342 |
9 | 8 | 3.4564 | 0.2507 | 0.3424 |
10 | 9 | 3.3911 | 0.2658 | 0.3610 |
11 | 10 | 3.3287 | 0.2782 | 0.3706 |
12 | 11 | 3.2699 | 0.2885 | 0.3732 |
13 | 12 | 3.2283 | 0.2963 | 0.3962 |
14 | 13 | 3.1751 | 0.3052 | 0.3926 |
15 | 14 | 3.1289 | 0.3133 | 0.4000 |
16 | 15 | 3.0908 | 0.3202 | 0.4042 |
17 | 16 | 3.0526 | 0.3272 | 0.4122 |
18 | 17 | 3.0164 | 0.3329 | 0.4152 |
19 | 18 | 2.9783 | 0.3390 | 0.4196 |
20 | 19 | 2.9448 | 0.3441 | 0.4300 |
21 | 20 | 2.9201 | 0.3482 | 0.4364 |
22 | 21 | 2.8793 | 0.3555 | 0.4348 |
23 | 22 | 2.8604 | 0.3577 | 0.4438 |
24 | 23 | 2.8210 | 0.3666 | 0.4484 |
25 | 24 | 2.7928 | 0.3715 | 0.4586 |
26 | 25 | 2.7671 | 0.3747 | 0.4600 |
27 | 26 | 2.7419 | 0.3788 | 0.4642 |
28 | 27 | 2.7217 | 0.3787 | 0.4660 |
29 | 28 | 2.6930 | 0.3880 | 0.4764 |
30 | 29 | 2.6717 | 0.3903 | 0.4742 |
31 | 30 | 2.6498 | 0.3911 | 0.4750 |
32 | 31 | 2.6302 | 0.3980 | 0.4860 |
33 | 32 | 2.6118 | 0.4003 | 0.4800 |
34 | 33 | 2.5854 | 0.4038 | 0.4874 |
35 | 34 | 2.5717 | 0.4050 | 0.4908 |
36 | 35 | 2.5575 | 0.4084 | 0.4960 |
37 | 36 | 2.5282 | 0.4141 | 0.4948 |
38 | 37 | 2.5173 | 0.4158 | 0.4950 |
39 | 38 | 2.5056 | 0.4182 | 0.5022 |
40 | 39 | 2.4703 | 0.4245 | 0.5062 |
41 | 40 | 2.4708 | 0.4249 | 0.5120 |
42 | 41 | 2.4434 | 0.4290 | 0.5142 |
43 | 42 | 2.4372 | 0.4315 | 0.5166 |
44 | 43 | 2.4200 | 0.4322 | 0.5188 |
45 | 44 | 2.4063 | 0.4351 | 0.5182 |
46 | 45 | 2.3865 | 0.4411 | 0.5186 |
47 | 46 | 2.3711 | 0.4414 | 0.5156 |
48 | 47 | 2.3620 | 0.4407 | 0.5164 |
49 | 48 | 2.3432 | 0.4452 | 0.5272 |
50 | 49 | 2.3372 | 0.4445 | 0.5322 |
51 | 50 | 2.3217 | 0.4483 | 0.5338 |
52 | 51 | 2.3044 | 0.4530 | 0.5292 |
53 | 52 | 2.2928 | 0.4543 | 0.5276 |
54 | 53 | 2.2757 | 0.4571 | 0.5300 |
55 | 54 | 2.2708 | 0.4577 | 0.5274 |
56 | 55 | 2.2640 | 0.4584 | 0.5332 |
57 | 56 | 2.2497 | 0.4629 | 0.5252 |
58 | 57 | 2.2485 | 0.4592 | 0.5312 |
59 | 58 | 2.2349 | 0.4620 | 0.5386 |
60 | 59 | 2.2115 | 0.4699 | 0.5416 |
61 | 60 | 2.2043 | 0.4692 | 0.5408 |
62 | 61 | 2.2017 | 0.4706 | 0.5376 |
63 | 62 | 2.1880 | 0.4696 | 0.5480 |
64 | 63 | 2.1844 | 0.4736 | 0.5456 |
65 | 64 | 2.1790 | 0.4708 | 0.5426 |
66 | 65 | 2.1565 | 0.4759 | 0.5488 |
67 | 66 | 2.1488 | 0.4801 | 0.5416 |
68 | 67 | 2.1413 | 0.4808 | 0.5518 |
69 | 68 | 2.1324 | 0.4835 | 0.5514 |
70 | 69 | 2.1242 | 0.4843 | 0.5508 |
71 | 70 | 2.1191 | 0.4837 | 0.5552 |
72 | 71 | 2.0997 | 0.4878 | 0.5602 |
73 | 72 | 2.0966 | 0.4872 | 0.5550 |
74 | 73 | 2.0961 | 0.4895 | 0.5582 |
75 | 74 | 2.0721 | 0.4966 | 0.5566 |
76 | 75 | 2.0807 | 0.4909 | 0.5592 |
77 | 76 | 2.0687 | 0.4946 | 0.5604 |
78 | 77 | 2.0651 | 0.4947 | 0.5626 |
79 | 78 | 2.0502 | 0.4974 | 0.5610 |
80 | 79 | 2.0522 | 0.4973 | 0.5640 |
81 | 80 | 2.0374 | 0.5003 | 0.5618 |
82 | 81 | 2.0337 | 0.5022 | 0.5618 |
83 | 82 | 2.0189 | 0.5042 | 0.5680 |
84 | 83 | 2.0175 | 0.5032 | 0.5644 |
85 | 84 | 2.0183 | 0.5034 | 0.5672 |
86 | 85 | 2.0051 | 0.5092 | 0.5702 |
87 | 86 | 1.9990 | 0.5035 | 0.5664 |
88 | 87 | 1.9938 | 0.5080 | 0.5718 |
89 | 88 | 1.9846 | 0.5084 | 0.5692 |
90 | 89 | 1.9835 | 0.5099 | 0.5678 |
91 | 90 | 1.9742 | 0.5120 | 0.5676 |
92 | 91 | 1.9740 | 0.5108 | 0.5738 |
93 | 92 | 1.9645 | 0.5144 | 0.5712 |
94 | 93 | 1.9506 | 0.5175 | 0.5718 |
95 | 94 | 1.9542 | 0.5164 | 0.5746 |
96 | 95 | 1.9438 | 0.5196 | 0.5726 |
97 | 96 | 1.9368 | 0.5217 | 0.5780 |
98 | 97 | 1.9276 | 0.5197 | 0.5758 |
99 | 98 | 1.9334 | 0.5204 | 0.5768 |
100 | 99 | 1.9187 | 0.5243 | 0.5768 |
101 | 100 | 1.9175 | 0.5231 | 0.5780 |
102 | 101 | 1.9149 | 0.5203 | 0.5830 |
103 | 102 | 1.9107 | 0.5263 | 0.5834 |
104 | 103 | 1.8977 | 0.5255 | 0.5776 |
105 | 104 | 1.8954 | 0.5277 | 0.5802 |
106 | 105 | 1.8866 | 0.5295 | 0.5844 |
107 | 106 | 1.8882 | 0.5263 | 0.5852 |
108 | 107 | 1.8784 | 0.5333 | 0.5858 |
109 | 108 | 1.8616 | 0.5342 | 0.5852 |
110 | 109 | 1.8770 | 0.5305 | 0.5774 |
111 | 110 | 1.8643 | 0.5334 | 0.5852 |
112 | 111 | 1.8621 | 0.5331 | 0.5872 |
113 | 112 | 1.8582 | 0.5321 | 0.5812 |
114 | 113 | 1.8564 | 0.5342 | 0.5870 |
115 | 114 | 1.8455 | 0.5390 | 0.5898 |
116 | 115 | 1.8519 | 0.5321 | 0.5816 |
117 | 116 | 1.8404 | 0.5387 | 0.5902 |
118 | 117 | 1.8294 | 0.5408 | 0.5858 |
119 | 118 | 1.8390 | 0.5369 | 0.5922 |
120 | 119 | 1.8266 | 0.5399 | 0.5888 |
121 | 120 | 1.8137 | 0.5446 | 0.5902 |
122 | 121 | 1.8151 | 0.5451 | 0.5958 |
123 | 122 | 1.8175 | 0.5403 | 0.5960 |
124 | 123 | 1.8078 | 0.5458 | 0.5928 |
125 | 124 | 1.7997 | 0.5478 | 0.5898 |
126 | 125 | 1.8039 | 0.5476 | 0.5872 |
127 | 126 | 1.8014 | 0.5457 | 0.5890 |
128 | 127 | 1.7839 | 0.5519 | 0.5934 |
129 | 128 | 1.7815 | 0.5504 | 0.5904 |
130 | 129 | 1.7809 | 0.5520 | 0.5892 |
131 | 130 | 1.7806 | 0.5499 | 0.5942 |
132 | 131 | 1.7821 | 0.5511 | 0.5954 |
133 | 132 | 1.7769 | 0.5518 | 0.5990 |
134 | 133 | 1.7720 | 0.5532 | 0.5952 |
135 | 134 | 1.7655 | 0.5551 | 0.5926 |
136 | 135 | 1.7670 | 0.5521 | 0.5950 |
137 | 136 | 1.7605 | 0.5527 | 0.5968 |
138 | 137 | 1.7558 | 0.5557 | 0.5944 |
139 | 138 | 1.7414 | 0.5613 | 0.6026 |
140 | 139 | 1.7463 | 0.5579 | 0.6000 |
141 | 140 | 1.7467 | 0.5594 | 0.6010 |
142 | 141 | 1.7390 | 0.5618 | 0.6028 |
143 | 142 | 1.7412 | 0.5607 | 0.5946 |
144 | 143 | 1.7311 | 0.5611 | 0.6020 |
145 | 144 | 1.7229 | 0.5623 | 0.5978 |
146 | 145 | 1.7137 | 0.5656 | 0.6038 |
147 | 146 | 1.7292 | 0.5615 | 0.5966 |
148 | 147 | 1.7166 | 0.5665 | 0.6002 |
149 | 148 | 1.7154 | 0.5648 | 0.6074 |
150 | 149 | 1.7096 | 0.5663 | 0.5974 |
151 | 150 | 1.7152 | 0.5628 | 0.6008 |
152 | 151 | 1.6985 | 0.5681 | 0.6024 |
153 | 152 | 1.7017 | 0.5691 | 0.6026 |
154 | 153 | 1.7042 | 0.5650 | 0.5948 |
155 | 154 | 1.7008 | 0.5687 | 0.6068 |
156 | 155 | 1.6951 | 0.5696 | 0.6066 |
157 | 156 | 1.6916 | 0.5711 | 0.5988 |
158 | 157 | 1.6914 | 0.5719 | 0.6004 |
159 | 158 | 1.6868 | 0.5695 | 0.6088 |
160 | 159 | 1.6869 | 0.5705 | 0.6062 |
161 | 160 | 1.6741 | 0.5734 | 0.6084 |
162 | 161 | 1.6804 | 0.5705 | 0.5996 |
163 | 162 | 1.6662 | 0.5768 | 0.6074 |
164 | 163 | 1.6709 | 0.5735 | 0.6050 |
165 | 164 | 1.6682 | 0.5745 | 0.6134 |
166 | 165 | 1.6601 | 0.5762 | 0.6122 |
167 | 166 | 1.6725 | 0.5743 | 0.6064 |
168 | 167 | 1.6570 | 0.5776 | 0.6086 |
169 | 168 | 1.6607 | 0.5750 | 0.6082 |
170 | 169 | 1.6546 | 0.5776 | 0.6078 |
171 | 170 | 1.6564 | 0.5764 | 0.6086 |
172 | 171 | 1.6435 | 0.5812 | 0.6180 |
173 | 172 | 1.6503 | 0.5793 | 0.6080 |
174 | 173 | 1.6504 | 0.5808 | 0.6136 |
175 | 174 | 1.6414 | 0.5824 | 0.6080 |
176 | 175 | 1.6389 | 0.5813 | 0.6088 |
177 | 176 | 1.6362 | 0.5823 | 0.6116 |
178 | 177 | 1.6307 | 0.5820 | 0.6106 |
179 | 178 | 1.6327 | 0.5810 | 0.6066 |
180 | 179 | 1.6339 | 0.5838 | 0.6110 |
181 | 180 | 1.6287 | 0.5825 | 0.6072 |
182 | 181 | 1.6253 | 0.5861 | 0.6104 |
183 | 182 | 1.6195 | 0.5842 | 0.6140 |
184 | 183 | 1.4878 | 0.6207 | 0.6134 |
185 | 184 | 1.4375 | 0.6325 | 0.6142 |
186 | 185 | 1.4127 | 0.6400 | 0.6120 |
187 | 186 | 1.3909 | 0.6445 | 0.6078 |
188 | 187 | 1.3626 | 0.6535 | 0.6108 |
189 | 188 | 1.3415 | 0.6580 | 0.6126 |
190 | 189 | 1.3223 | 0.6629 | 0.6094 |
191 | 190 | 1.3053 | 0.6689 | 0.6142 |
192 | 191 | 1.2876 | 0.6744 | 0.6028 |
193 | 192 | 1.2726 | 0.6792 | 0.6110 |
194 | 193 | 1.2517 | 0.6822 | 0.6074 |
195 | 194 | 1.2265 | 0.6922 | 0.6070 |
196 | 195 | 1.2274 | 0.6890 | 0.5994 |