mirror of
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 | 4.6074 | 0.0547 | 0.1578 |
3 | 2 | 4.1563 | 0.1124 | 0.2044 |
4 | 3 | 3.9679 | 0.1478 | 0.2350 |
5 | 4 | 3.8170 | 0.1763 | 0.2710 |
6 | 5 | 3.6989 | 0.2028 | 0.3032 |
7 | 6 | 3.5978 | 0.2254 | 0.3226 |
8 | 7 | 3.5157 | 0.2402 | 0.3374 |
9 | 8 | 3.4484 | 0.2533 | 0.3500 |
10 | 9 | 3.3836 | 0.2676 | 0.3654 |
11 | 10 | 3.3250 | 0.2772 | 0.3702 |
12 | 11 | 3.2734 | 0.2856 | 0.3754 |
13 | 12 | 3.2272 | 0.2952 | 0.3894 |
14 | 13 | 3.1709 | 0.3062 | 0.3962 |
15 | 14 | 3.1301 | 0.3120 | 0.4046 |
16 | 15 | 3.0864 | 0.3202 | 0.4088 |
17 | 16 | 3.0506 | 0.3290 | 0.4176 |
18 | 17 | 3.0160 | 0.3323 | 0.4218 |
19 | 18 | 2.9731 | 0.3407 | 0.4278 |
20 | 19 | 2.9413 | 0.3456 | 0.4344 |
21 | 20 | 2.9136 | 0.3507 | 0.4358 |
22 | 21 | 2.8727 | 0.3576 | 0.4430 |
23 | 22 | 2.8516 | 0.3590 | 0.4540 |
24 | 23 | 2.8170 | 0.3685 | 0.4580 |
25 | 24 | 2.7890 | 0.3705 | 0.4640 |
26 | 25 | 2.7573 | 0.3780 | 0.4656 |
27 | 26 | 2.7376 | 0.3784 | 0.4732 |
28 | 27 | 2.7114 | 0.3847 | 0.4670 |
29 | 28 | 2.6828 | 0.3906 | 0.4764 |
30 | 29 | 2.6626 | 0.3939 | 0.4786 |
31 | 30 | 2.6419 | 0.3950 | 0.4872 |
32 | 31 | 2.6216 | 0.3987 | 0.4852 |
33 | 32 | 2.5982 | 0.4045 | 0.4824 |
34 | 33 | 2.5840 | 0.4046 | 0.4854 |
35 | 34 | 2.5644 | 0.4081 | 0.4924 |
36 | 35 | 2.5458 | 0.4127 | 0.4946 |
37 | 36 | 2.5134 | 0.4160 | 0.4988 |
38 | 37 | 2.5084 | 0.4167 | 0.5036 |
39 | 38 | 2.4897 | 0.4212 | 0.4976 |
40 | 39 | 2.4652 | 0.4273 | 0.5074 |
41 | 40 | 2.4615 | 0.4237 | 0.5134 |
42 | 41 | 2.4363 | 0.4289 | 0.5086 |
43 | 42 | 2.4234 | 0.4295 | 0.5092 |
44 | 43 | 2.4064 | 0.4361 | 0.5196 |
45 | 44 | 2.3978 | 0.4370 | 0.5192 |
46 | 45 | 2.3786 | 0.4417 | 0.5208 |
47 | 46 | 2.3667 | 0.4410 | 0.5174 |
48 | 47 | 2.3488 | 0.4456 | 0.5160 |
49 | 48 | 2.3337 | 0.4487 | 0.5264 |
50 | 49 | 2.3312 | 0.4475 | 0.5266 |
51 | 50 | 2.3168 | 0.4485 | 0.5308 |
52 | 51 | 2.2953 | 0.4518 | 0.5256 |
53 | 52 | 2.2883 | 0.4547 | 0.5372 |
54 | 53 | 2.2752 | 0.4562 | 0.5366 |
55 | 54 | 2.2618 | 0.4597 | 0.5326 |
56 | 55 | 2.2544 | 0.4626 | 0.5354 |
57 | 56 | 2.2380 | 0.4627 | 0.5380 |
58 | 57 | 2.2333 | 0.4633 | 0.5336 |
59 | 58 | 2.2207 | 0.4688 | 0.5390 |
60 | 59 | 2.1986 | 0.4729 | 0.5416 |
61 | 60 | 2.1960 | 0.4704 | 0.5414 |
62 | 61 | 2.1960 | 0.4707 | 0.5428 |
63 | 62 | 2.1758 | 0.4724 | 0.5446 |
64 | 63 | 2.1738 | 0.4738 | 0.5514 |
65 | 64 | 2.1662 | 0.4737 | 0.5448 |
66 | 65 | 2.1475 | 0.4785 | 0.5488 |
67 | 66 | 2.1472 | 0.4814 | 0.5514 |
68 | 67 | 2.1357 | 0.4832 | 0.5582 |
69 | 68 | 2.1253 | 0.4842 | 0.5596 |
70 | 69 | 2.1140 | 0.4860 | 0.5478 |
71 | 70 | 2.1137 | 0.4853 | 0.5584 |
72 | 71 | 2.0957 | 0.4888 | 0.5562 |
73 | 72 | 2.0897 | 0.4909 | 0.5596 |
74 | 73 | 2.0864 | 0.4918 | 0.5612 |
75 | 74 | 2.0690 | 0.4976 | 0.5698 |
76 | 75 | 2.0675 | 0.4941 | 0.5682 |
77 | 76 | 2.0561 | 0.4970 | 0.5658 |
78 | 77 | 2.0533 | 0.4948 | 0.5764 |
79 | 78 | 2.0432 | 0.4972 | 0.5644 |
80 | 79 | 2.0489 | 0.4972 | 0.5666 |
81 | 80 | 2.0201 | 0.5056 | 0.5644 |
82 | 81 | 2.0214 | 0.5036 | 0.5674 |
83 | 82 | 2.0096 | 0.5073 | 0.5730 |
84 | 83 | 2.0077 | 0.5092 | 0.5688 |
85 | 84 | 2.0094 | 0.5044 | 0.5738 |
86 | 85 | 1.9985 | 0.5082 | 0.5678 |
87 | 86 | 1.9833 | 0.5087 | 0.5746 |
88 | 87 | 1.9836 | 0.5125 | 0.5796 |
89 | 88 | 1.9709 | 0.5097 | 0.5756 |
90 | 89 | 1.9678 | 0.5139 | 0.5770 |
91 | 90 | 1.9649 | 0.5172 | 0.5742 |
92 | 91 | 1.9673 | 0.5125 | 0.5780 |
93 | 92 | 1.9466 | 0.5203 | 0.5722 |
94 | 93 | 1.9361 | 0.5179 | 0.5734 |
95 | 94 | 1.9479 | 0.5180 | 0.5816 |
96 | 95 | 1.9321 | 0.5217 | 0.5814 |
97 | 96 | 1.9335 | 0.5190 | 0.5792 |
98 | 97 | 1.9159 | 0.5239 | 0.5800 |
99 | 98 | 1.9212 | 0.5224 | 0.5778 |
100 | 99 | 1.9087 | 0.5268 | 0.5802 |
101 | 100 | 1.9042 | 0.5278 | 0.5810 |
102 | 101 | 1.9115 | 0.5236 | 0.5846 |
103 | 102 | 1.8980 | 0.5268 | 0.5826 |
104 | 103 | 1.8854 | 0.5292 | 0.5874 |
105 | 104 | 1.8930 | 0.5265 | 0.5786 |
106 | 105 | 1.8709 | 0.5337 | 0.5856 |
107 | 106 | 1.8809 | 0.5293 | 0.5898 |
108 | 107 | 1.8683 | 0.5328 | 0.5894 |
109 | 108 | 1.8601 | 0.5355 | 0.5872 |
110 | 109 | 1.8631 | 0.5341 | 0.5856 |
111 | 110 | 1.8637 | 0.5336 | 0.5888 |
112 | 111 | 1.8581 | 0.5326 | 0.5882 |
113 | 112 | 1.8390 | 0.5381 | 0.5906 |
114 | 113 | 1.8485 | 0.5368 | 0.5938 |
115 | 114 | 1.8326 | 0.5417 | 0.5866 |
116 | 115 | 1.8387 | 0.5374 | 0.5904 |
117 | 116 | 1.8311 | 0.5421 | 0.5968 |
118 | 117 | 1.8233 | 0.5411 | 0.5890 |
119 | 118 | 1.8262 | 0.5413 | 0.5964 |
120 | 119 | 1.8138 | 0.5447 | 0.5924 |
121 | 120 | 1.8114 | 0.5465 | 0.5948 |
122 | 121 | 1.8136 | 0.5432 | 0.5922 |
123 | 122 | 1.8049 | 0.5447 | 0.5950 |
124 | 123 | 1.7954 | 0.5493 | 0.5956 |
125 | 124 | 1.7919 | 0.5507 | 0.5962 |
126 | 125 | 1.7956 | 0.5467 | 0.5958 |
127 | 126 | 1.7877 | 0.5484 | 0.5914 |
128 | 127 | 1.7734 | 0.5535 | 0.5980 |
129 | 128 | 1.7765 | 0.5524 | 0.6002 |
130 | 129 | 1.7678 | 0.5519 | 0.5980 |
131 | 130 | 1.7759 | 0.5527 | 0.6010 |
132 | 131 | 1.7753 | 0.5512 | 0.6022 |
133 | 132 | 1.7643 | 0.5565 | 0.6028 |
134 | 133 | 1.7624 | 0.5559 | 0.5974 |
135 | 134 | 1.7529 | 0.5557 | 0.5944 |
136 | 135 | 1.7587 | 0.5528 | 0.5984 |
137 | 136 | 1.7531 | 0.5567 | 0.6064 |
138 | 137 | 1.7536 | 0.5586 | 0.5988 |
139 | 138 | 1.7372 | 0.5629 | 0.6012 |
140 | 139 | 1.7428 | 0.5565 | 0.6018 |
141 | 140 | 1.7406 | 0.5603 | 0.6038 |
142 | 141 | 1.7321 | 0.5611 | 0.6040 |
143 | 142 | 1.7340 | 0.5612 | 0.6026 |
144 | 143 | 1.7267 | 0.5631 | 0.6034 |
145 | 144 | 1.7173 | 0.5621 | 0.6080 |
146 | 145 | 1.7122 | 0.5659 | 0.6070 |
147 | 146 | 1.7186 | 0.5637 | 0.6062 |
148 | 147 | 1.7066 | 0.5663 | 0.6014 |
149 | 148 | 1.7126 | 0.5628 | 0.6036 |
150 | 149 | 1.7107 | 0.5662 | 0.5956 |
151 | 150 | 1.7089 | 0.5659 | 0.5994 |
152 | 151 | 1.6942 | 0.5692 | 0.6056 |
153 | 152 | 1.6980 | 0.5687 | 0.6062 |
154 | 153 | 1.6943 | 0.5687 | 0.6066 |
155 | 154 | 1.7027 | 0.5668 | 0.6046 |
156 | 155 | 1.6839 | 0.5710 | 0.6096 |
157 | 156 | 1.6788 | 0.5746 | 0.6106 |
158 | 157 | 1.6788 | 0.5731 | 0.6076 |
159 | 158 | 1.6827 | 0.5730 | 0.6058 |
160 | 159 | 1.6802 | 0.5714 | 0.6032 |
161 | 160 | 1.6743 | 0.5751 | 0.6118 |
162 | 161 | 1.6720 | 0.5732 | 0.6096 |
163 | 162 | 1.6639 | 0.5764 | 0.6104 |
164 | 163 | 1.6738 | 0.5711 | 0.6122 |
165 | 164 | 1.6577 | 0.5797 | 0.6140 |
166 | 165 | 1.6620 | 0.5753 | 0.6084 |
167 | 166 | 1.6664 | 0.5742 | 0.6076 |
168 | 167 | 1.6534 | 0.5792 | 0.6106 |
169 | 168 | 1.6562 | 0.5758 | 0.6126 |
170 | 169 | 1.6549 | 0.5774 | 0.6138 |
171 | 170 | 1.6508 | 0.5776 | 0.6108 |
172 | 171 | 1.6413 | 0.5818 | 0.6108 |
173 | 172 | 1.6455 | 0.5794 | 0.6114 |
174 | 173 | 1.6434 | 0.5789 | 0.6190 |
175 | 174 | 1.6314 | 0.5808 | 0.6070 |
176 | 175 | 1.6276 | 0.5848 | 0.6114 |
177 | 176 | 1.6344 | 0.5802 | 0.6142 |
178 | 177 | 1.6161 | 0.5875 | 0.6096 |
179 | 178 | 1.6254 | 0.5840 | 0.6094 |
180 | 179 | 1.6227 | 0.5852 | 0.6128 |
181 | 180 | 1.6202 | 0.5860 | 0.6166 |
182 | 181 | 1.6200 | 0.5832 | 0.6078 |
183 | 182 | 1.6187 | 0.5841 | 0.6150 |
184 | 183 | 1.6207 | 0.5835 | 0.6172 |
185 | 184 | 1.6136 | 0.5851 | 0.6154 |
186 | 185 | 1.4693 | 0.6237 | 0.6198 |
187 | 186 | 1.4354 | 0.6313 | 0.6212 |
188 | 187 | 1.4070 | 0.6402 | 0.6168 |
189 | 188 | 1.3808 | 0.6467 | 0.6148 |
190 | 189 | 1.3586 | 0.6530 | 0.6200 |
191 | 190 | 1.3428 | 0.6534 | 0.6200 |
192 | 191 | 1.3196 | 0.6654 | 0.6130 |
193 | 192 | 1.2930 | 0.6706 | 0.6108 |
194 | 193 | 1.2756 | 0.6752 | 0.6174 |
195 | 194 | 1.2655 | 0.6767 | 0.6144 |
196 | 195 | 1.2453 | 0.6838 | 0.6170 |
197 | 196 | 1.2317 | 0.6904 | 0.6122 |
198 | 197 | 1.2176 | 0.6928 | 0.6124 |