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https://github.com/MartinThoma/LaTeX-examples.git
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4.2 KiB
4.2 KiB
1 | epoch | loss | acc | val_acc |
---|---|---|---|---|
2 | 1 | 4.6073 | 0.0546 | 0.1590 |
3 | 2 | 4.1562 | 0.1120 | 0.2044 |
4 | 3 | 3.9676 | 0.1473 | 0.2380 |
5 | 4 | 3.8174 | 0.1762 | 0.2714 |
6 | 5 | 3.6992 | 0.2026 | 0.3006 |
7 | 6 | 3.5976 | 0.2253 | 0.3218 |
8 | 7 | 3.5159 | 0.2405 | 0.3342 |
9 | 8 | 3.4483 | 0.2533 | 0.3498 |
10 | 9 | 3.3836 | 0.2676 | 0.3636 |
11 | 10 | 3.3251 | 0.2762 | 0.3716 |
12 | 11 | 3.2732 | 0.2859 | 0.3736 |
13 | 12 | 3.2275 | 0.2964 | 0.3850 |
14 | 13 | 3.1706 | 0.3066 | 0.3950 |
15 | 14 | 3.1306 | 0.3115 | 0.4062 |
16 | 15 | 3.0863 | 0.3190 | 0.4100 |
17 | 16 | 3.0508 | 0.3286 | 0.4190 |
18 | 17 | 3.0162 | 0.3331 | 0.4238 |
19 | 18 | 2.9729 | 0.3402 | 0.4278 |
20 | 19 | 2.9417 | 0.3445 | 0.4334 |
21 | 20 | 2.9137 | 0.3504 | 0.4360 |
22 | 21 | 2.8722 | 0.3568 | 0.4420 |
23 | 22 | 2.8515 | 0.3591 | 0.4488 |
24 | 23 | 2.8175 | 0.3682 | 0.4586 |
25 | 24 | 2.7890 | 0.3710 | 0.4624 |
26 | 25 | 2.7571 | 0.3772 | 0.4684 |
27 | 26 | 2.7378 | 0.3796 | 0.4664 |
28 | 27 | 2.7117 | 0.3837 | 0.4636 |
29 | 28 | 2.6829 | 0.3907 | 0.4778 |
30 | 29 | 2.6632 | 0.3926 | 0.4732 |
31 | 30 | 2.6416 | 0.3944 | 0.4846 |
32 | 31 | 2.6215 | 0.3994 | 0.4852 |
33 | 32 | 2.5980 | 0.4041 | 0.4814 |
34 | 33 | 2.5842 | 0.4048 | 0.4836 |
35 | 34 | 2.5644 | 0.4084 | 0.4930 |
36 | 35 | 2.5461 | 0.4124 | 0.4946 |
37 | 36 | 2.5136 | 0.4149 | 0.4970 |
38 | 37 | 2.5083 | 0.4161 | 0.5048 |
39 | 38 | 2.4898 | 0.4213 | 0.4972 |
40 | 39 | 2.4657 | 0.4263 | 0.5088 |
41 | 40 | 2.4609 | 0.4231 | 0.5118 |
42 | 41 | 2.4364 | 0.4291 | 0.5090 |
43 | 42 | 2.4242 | 0.4290 | 0.5130 |
44 | 43 | 2.4055 | 0.4363 | 0.5200 |
45 | 44 | 2.3981 | 0.4364 | 0.5168 |
46 | 45 | 2.3790 | 0.4410 | 0.5194 |
47 | 46 | 2.3671 | 0.4406 | 0.5194 |
48 | 47 | 2.3494 | 0.4453 | 0.5172 |
49 | 48 | 2.3336 | 0.4487 | 0.5272 |
50 | 49 | 2.3309 | 0.4475 | 0.5234 |
51 | 50 | 2.3164 | 0.4489 | 0.5308 |
52 | 51 | 2.2954 | 0.4524 | 0.5224 |
53 | 52 | 2.2888 | 0.4536 | 0.5376 |
54 | 53 | 2.2756 | 0.4567 | 0.5352 |
55 | 54 | 2.2622 | 0.4596 | 0.5354 |
56 | 55 | 2.2547 | 0.4638 | 0.5354 |
57 | 56 | 2.2383 | 0.4640 | 0.5344 |
58 | 57 | 2.2331 | 0.4631 | 0.5304 |
59 | 58 | 2.2218 | 0.4673 | 0.5390 |
60 | 59 | 2.2000 | 0.4729 | 0.5420 |
61 | 60 | 2.1969 | 0.4699 | 0.5396 |
62 | 61 | 2.1965 | 0.4705 | 0.5454 |
63 | 62 | 2.1758 | 0.4711 | 0.5462 |
64 | 63 | 2.1759 | 0.4737 | 0.5526 |
65 | 64 | 2.1672 | 0.4757 | 0.5478 |
66 | 65 | 2.1497 | 0.4779 | 0.5488 |
67 | 66 | 2.1473 | 0.4826 | 0.5528 |
68 | 67 | 2.1373 | 0.4818 | 0.5622 |
69 | 68 | 2.1260 | 0.4838 | 0.5610 |
70 | 69 | 2.1151 | 0.4849 | 0.5502 |
71 | 70 | 2.1141 | 0.4854 | 0.5586 |
72 | 71 | 2.0954 | 0.4891 | 0.5592 |
73 | 72 | 2.0915 | 0.4914 | 0.5562 |
74 | 73 | 2.0880 | 0.4926 | 0.5588 |
75 | 74 | 2.0706 | 0.4960 | 0.5668 |
76 | 75 | 2.0690 | 0.4941 | 0.5648 |
77 | 76 | 2.0578 | 0.4954 | 0.5700 |
78 | 77 | 2.0546 | 0.4962 | 0.5720 |
79 | 78 | 2.0450 | 0.4973 | 0.5638 |
80 | 79 | 2.0516 | 0.4967 | 0.5634 |
81 | 80 | 2.0221 | 0.5032 | 0.5674 |
82 | 81 | 2.0222 | 0.5037 | 0.5710 |
83 | 82 | 2.0115 | 0.5068 | 0.5698 |
84 | 83 | 2.0101 | 0.5085 | 0.5642 |
85 | 84 | 2.0103 | 0.5048 | 0.5756 |
86 | 85 | 2.0009 | 0.5072 | 0.5694 |
87 | 86 | 1.9844 | 0.5096 | 0.5706 |
88 | 87 | 1.9850 | 0.5112 | 0.5756 |
89 | 88 | 1.9724 | 0.5107 | 0.5732 |
90 | 89 | 1.9699 | 0.5121 | 0.5756 |
91 | 90 | 1.9658 | 0.5162 | 0.5720 |
92 | 91 | 1.9683 | 0.5116 | 0.5788 |
93 | 92 | 1.9483 | 0.5194 | 0.5756 |
94 | 93 | 1.9375 | 0.5160 | 0.5754 |
95 | 94 | 1.9500 | 0.5183 | 0.5776 |
96 | 95 | 1.9335 | 0.5216 | 0.5792 |
97 | 96 | 1.9362 | 0.5168 | 0.5810 |
98 | 97 | 1.9179 | 0.5231 | 0.5816 |
99 | 98 | 1.9237 | 0.5226 | 0.5786 |
100 | 99 | 1.9090 | 0.5271 | 0.5800 |
101 | 100 | 1.9059 | 0.5269 | 0.5826 |
102 | 101 | 1.9116 | 0.5241 | 0.5776 |
103 | 102 | 1.8993 | 0.5264 | 0.5846 |
104 | 103 | 1.8878 | 0.5269 | 0.5868 |
105 | 104 | 1.8938 | 0.5271 | 0.5784 |
106 | 105 | 1.8715 | 0.5339 | 0.5882 |
107 | 106 | 1.8829 | 0.5297 | 0.5938 |
108 | 107 | 1.8686 | 0.5324 | 0.5868 |
109 | 108 | 1.8614 | 0.5367 | 0.5836 |
110 | 109 | 1.8671 | 0.5338 | 0.5844 |
111 | 110 | 1.8659 | 0.5332 | 0.5874 |
112 | 111 | 1.8605 | 0.5326 | 0.5886 |
113 | 112 | 1.8413 | 0.5387 | 0.5908 |
114 | 113 | 1.8512 | 0.5352 | 0.5926 |
115 | 114 | 1.8358 | 0.5426 | 0.5902 |
116 | 115 | 1.8400 | 0.5371 | 0.5924 |
117 | 116 | 1.8317 | 0.5412 | 0.5890 |
118 | 117 | 1.8261 | 0.5419 | 0.5940 |
119 | 118 | 1.8258 | 0.5406 | 0.5986 |
120 | 119 | 1.8175 | 0.5436 | 0.5892 |
121 | 120 | 1.8121 | 0.5459 | 0.5932 |
122 | 121 | 1.8156 | 0.5429 | 0.5952 |
123 | 122 | 1.8070 | 0.5436 | 0.5942 |
124 | 123 | 1.7989 | 0.5487 | 0.5902 |
125 | 124 | 1.7947 | 0.5498 | 0.5916 |
126 | 125 | 1.7980 | 0.5465 | 0.5964 |
127 | 126 | 1.7888 | 0.5480 | 0.5916 |
128 | 127 | 1.7746 | 0.5535 | 0.6010 |
129 | 128 | 1.7781 | 0.5508 | 0.6002 |
130 | 129 | 1.7678 | 0.5523 | 0.5990 |
131 | 130 | 1.7784 | 0.5508 | 0.6042 |
132 | 131 | 1.7753 | 0.5502 | 0.5970 |
133 | 132 | 1.7656 | 0.5557 | 0.6002 |
134 | 133 | 1.7628 | 0.5558 | 0.5992 |
135 | 134 | 1.7530 | 0.5558 | 0.5970 |
136 | 135 | 1.7618 | 0.5528 | 0.5962 |
137 | 136 | 1.7537 | 0.5569 | 0.6020 |
138 | 137 | 1.7554 | 0.5575 | 0.5970 |
139 | 138 | 1.7398 | 0.5598 | 0.6050 |
140 | 139 | 1.7440 | 0.5569 | 0.5972 |
141 | 140 | 1.7425 | 0.5589 | 0.5982 |
142 | 141 | 1.7335 | 0.5608 | 0.5986 |
143 | 142 | 1.7349 | 0.5619 | 0.6008 |
144 | 143 | 1.7284 | 0.5634 | 0.5978 |
145 | 144 | 1.7190 | 0.5646 | 0.6040 |
146 | 145 | 1.7142 | 0.5644 | 0.6114 |
147 | 146 | 1.7219 | 0.5624 | 0.6064 |
148 | 147 | 1.7078 | 0.5649 | 0.6034 |
149 | 148 | 1.7144 | 0.5634 | 0.6042 |
150 | 149 | 1.7122 | 0.5658 | 0.5992 |
151 | 150 | 1.7098 | 0.5650 | 0.6028 |
152 | 151 | 1.6932 | 0.5709 | 0.6056 |
153 | 152 | 1.6983 | 0.5700 | 0.6044 |
154 | 153 | 1.6943 | 0.5680 | 0.6036 |
155 | 154 | 1.7051 | 0.5657 | 0.6034 |
156 | 155 | 1.6868 | 0.5692 | 0.6042 |
157 | 156 | 1.6810 | 0.5727 | 0.6098 |
158 | 157 | 1.5464 | 0.6088 | 0.6132 |
159 | 158 | 1.5187 | 0.6136 | 0.6072 |
160 | 159 | 1.4790 | 0.6239 | 0.6040 |
161 | 160 | 1.4632 | 0.6278 | 0.6058 |
162 | 161 | 1.4334 | 0.6368 | 0.6088 |
163 | 162 | 1.4136 | 0.6435 | 0.6080 |
164 | 163 | 1.4002 | 0.6447 | 0.6124 |
165 | 164 | 1.3765 | 0.6499 | 0.6096 |
166 | 165 | 1.3641 | 0.6563 | 0.6072 |
167 | 166 | 1.3425 | 0.6633 | 0.6086 |
168 | 167 | 1.3234 | 0.6661 | 0.6064 |
169 | 168 | 1.3099 | 0.6716 | 0.6030 |