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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 | 4.6075 | 0.0549 | 0.1590 |
3 | 2 | 4.1567 | 0.1119 | 0.2044 |
4 | 3 | 3.9684 | 0.1476 | 0.2366 |
5 | 4 | 3.8176 | 0.1769 | 0.2734 |
6 | 5 | 3.6992 | 0.2035 | 0.2986 |
7 | 6 | 3.5983 | 0.2247 | 0.3228 |
8 | 7 | 3.5156 | 0.2403 | 0.3340 |
9 | 8 | 3.4483 | 0.2524 | 0.3506 |
10 | 9 | 3.3839 | 0.2672 | 0.3640 |
11 | 10 | 3.3253 | 0.2771 | 0.3714 |
12 | 11 | 3.2734 | 0.2862 | 0.3718 |
13 | 12 | 3.2273 | 0.2957 | 0.3866 |
14 | 13 | 3.1706 | 0.3073 | 0.3952 |
15 | 14 | 3.1303 | 0.3118 | 0.4044 |
16 | 15 | 3.0860 | 0.3196 | 0.4060 |
17 | 16 | 3.0511 | 0.3287 | 0.4192 |
18 | 17 | 3.0162 | 0.3323 | 0.4236 |
19 | 18 | 2.9727 | 0.3407 | 0.4268 |
20 | 19 | 2.9413 | 0.3453 | 0.4318 |
21 | 20 | 2.9138 | 0.3507 | 0.4392 |
22 | 21 | 2.8723 | 0.3569 | 0.4428 |
23 | 22 | 2.8514 | 0.3592 | 0.4508 |
24 | 23 | 2.8175 | 0.3683 | 0.4576 |
25 | 24 | 2.7892 | 0.3703 | 0.4612 |
26 | 25 | 2.7572 | 0.3771 | 0.4708 |
27 | 26 | 2.7386 | 0.3793 | 0.4666 |
28 | 27 | 2.7123 | 0.3847 | 0.4634 |
29 | 28 | 2.6834 | 0.3907 | 0.4770 |
30 | 29 | 2.6634 | 0.3929 | 0.4788 |
31 | 30 | 2.6424 | 0.3947 | 0.4842 |
32 | 31 | 2.6220 | 0.3992 | 0.4830 |
33 | 32 | 2.5995 | 0.4027 | 0.4838 |
34 | 33 | 2.5851 | 0.4047 | 0.4866 |
35 | 34 | 2.5653 | 0.4090 | 0.4936 |
36 | 35 | 2.5462 | 0.4116 | 0.4968 |
37 | 36 | 2.5148 | 0.4154 | 0.4962 |
38 | 37 | 2.5093 | 0.4157 | 0.5038 |
39 | 38 | 2.4900 | 0.4219 | 0.5014 |
40 | 39 | 2.4662 | 0.4260 | 0.5118 |
41 | 40 | 2.4620 | 0.4234 | 0.5146 |
42 | 41 | 2.4371 | 0.4287 | 0.5110 |
43 | 42 | 2.4252 | 0.4287 | 0.5100 |
44 | 43 | 2.4072 | 0.4357 | 0.5222 |
45 | 44 | 2.3989 | 0.4360 | 0.5206 |
46 | 45 | 2.3799 | 0.4424 | 0.5176 |
47 | 46 | 2.3682 | 0.4415 | 0.5178 |
48 | 47 | 2.3497 | 0.4455 | 0.5156 |
49 | 48 | 2.3344 | 0.4495 | 0.5296 |
50 | 49 | 2.3321 | 0.4468 | 0.5292 |
51 | 50 | 2.3176 | 0.4491 | 0.5296 |
52 | 51 | 2.2960 | 0.4520 | 0.5230 |
53 | 52 | 2.2900 | 0.4546 | 0.5388 |
54 | 53 | 2.2771 | 0.4573 | 0.5366 |
55 | 54 | 2.2631 | 0.4587 | 0.5322 |
56 | 55 | 2.2551 | 0.4633 | 0.5334 |
57 | 56 | 2.2393 | 0.4631 | 0.5364 |
58 | 57 | 2.2342 | 0.4641 | 0.5332 |
59 | 58 | 2.2220 | 0.4682 | 0.5420 |
60 | 59 | 2.1999 | 0.4729 | 0.5414 |
61 | 60 | 2.1975 | 0.4703 | 0.5380 |
62 | 61 | 2.1975 | 0.4712 | 0.5456 |
63 | 62 | 2.1766 | 0.4733 | 0.5452 |
64 | 63 | 2.1760 | 0.4732 | 0.5512 |
65 | 64 | 2.1676 | 0.4731 | 0.5472 |
66 | 65 | 2.1508 | 0.4781 | 0.5492 |
67 | 66 | 2.1492 | 0.4824 | 0.5518 |
68 | 67 | 2.1382 | 0.4815 | 0.5576 |
69 | 68 | 2.1264 | 0.4844 | 0.5648 |
70 | 69 | 2.1152 | 0.4856 | 0.5462 |
71 | 70 | 2.1149 | 0.4846 | 0.5594 |
72 | 71 | 2.0962 | 0.4896 | 0.5560 |
73 | 72 | 2.0920 | 0.4910 | 0.5590 |
74 | 73 | 2.0886 | 0.4904 | 0.5582 |
75 | 74 | 2.0700 | 0.4971 | 0.5682 |
76 | 75 | 2.0678 | 0.4937 | 0.5686 |
77 | 76 | 2.0582 | 0.4975 | 0.5674 |
78 | 77 | 2.0552 | 0.4955 | 0.5758 |
79 | 78 | 2.0441 | 0.4976 | 0.5660 |
80 | 79 | 2.0520 | 0.4985 | 0.5638 |
81 | 80 | 2.0231 | 0.5047 | 0.5638 |
82 | 81 | 2.0232 | 0.5036 | 0.5686 |
83 | 82 | 2.0098 | 0.5081 | 0.5728 |
84 | 83 | 2.0107 | 0.5084 | 0.5668 |
85 | 84 | 2.0113 | 0.5040 | 0.5738 |
86 | 85 | 1.9994 | 0.5087 | 0.5688 |
87 | 86 | 1.9842 | 0.5087 | 0.5720 |
88 | 87 | 1.9860 | 0.5104 | 0.5768 |
89 | 88 | 1.9729 | 0.5109 | 0.5770 |
90 | 89 | 1.9685 | 0.5120 | 0.5730 |
91 | 90 | 1.9651 | 0.5156 | 0.5750 |
92 | 91 | 1.9682 | 0.5120 | 0.5782 |
93 | 92 | 1.9476 | 0.5175 | 0.5760 |
94 | 93 | 1.9379 | 0.5164 | 0.5792 |
95 | 94 | 1.9493 | 0.5186 | 0.5804 |
96 | 95 | 1.9334 | 0.5224 | 0.5810 |
97 | 96 | 1.9348 | 0.5193 | 0.5810 |
98 | 97 | 1.9185 | 0.5241 | 0.5812 |
99 | 98 | 1.9243 | 0.5228 | 0.5784 |
100 | 99 | 1.9093 | 0.5271 | 0.5780 |
101 | 100 | 1.9048 | 0.5279 | 0.5798 |
102 | 101 | 1.9105 | 0.5246 | 0.5816 |
103 | 102 | 1.8990 | 0.5275 | 0.5858 |
104 | 103 | 1.8860 | 0.5295 | 0.5844 |
105 | 104 | 1.8941 | 0.5257 | 0.5824 |
106 | 105 | 1.8724 | 0.5341 | 0.5832 |
107 | 106 | 1.8820 | 0.5309 | 0.5868 |
108 | 107 | 1.8696 | 0.5335 | 0.5868 |
109 | 108 | 1.8623 | 0.5350 | 0.5870 |
110 | 109 | 1.8663 | 0.5335 | 0.5852 |
111 | 110 | 1.8669 | 0.5332 | 0.5842 |
112 | 111 | 1.8594 | 0.5333 | 0.5884 |
113 | 112 | 1.8406 | 0.5372 | 0.5956 |
114 | 113 | 1.8514 | 0.5351 | 0.5864 |
115 | 114 | 1.8341 | 0.5427 | 0.5908 |
116 | 115 | 1.8413 | 0.5366 | 0.5942 |
117 | 116 | 1.8321 | 0.5400 | 0.5926 |
118 | 117 | 1.8246 | 0.5416 | 0.5900 |
119 | 118 | 1.8253 | 0.5423 | 0.5996 |
120 | 119 | 1.8163 | 0.5444 | 0.5880 |
121 | 120 | 1.8151 | 0.5451 | 0.5914 |
122 | 121 | 1.8153 | 0.5426 | 0.5926 |
123 | 122 | 1.8050 | 0.5442 | 0.5964 |
124 | 123 | 1.7975 | 0.5499 | 0.5898 |
125 | 124 | 1.7927 | 0.5494 | 0.5912 |
126 | 125 | 1.7977 | 0.5477 | 0.5982 |
127 | 126 | 1.7888 | 0.5489 | 0.5926 |
128 | 127 | 1.7753 | 0.5512 | 0.6004 |
129 | 128 | 1.7783 | 0.5503 | 0.5968 |
130 | 129 | 1.7688 | 0.5513 | 0.5984 |
131 | 130 | 1.7788 | 0.5520 | 0.5960 |
132 | 131 | 1.7768 | 0.5503 | 0.5976 |
133 | 132 | 1.7653 | 0.5568 | 0.6018 |
134 | 133 | 1.7634 | 0.5556 | 0.5980 |
135 | 134 | 1.7540 | 0.5558 | 0.5940 |
136 | 135 | 1.7612 | 0.5540 | 0.5962 |
137 | 136 | 1.7546 | 0.5559 | 0.6010 |
138 | 137 | 1.7543 | 0.5581 | 0.5984 |
139 | 138 | 1.7392 | 0.5624 | 0.6040 |
140 | 139 | 1.7441 | 0.5572 | 0.5978 |
141 | 140 | 1.7424 | 0.5603 | 0.6002 |
142 | 141 | 1.7324 | 0.5606 | 0.5996 |
143 | 142 | 1.7354 | 0.5615 | 0.6000 |
144 | 143 | 1.7291 | 0.5612 | 0.6008 |
145 | 144 | 1.7189 | 0.5641 | 0.6036 |
146 | 145 | 1.7133 | 0.5652 | 0.6084 |
147 | 146 | 1.7209 | 0.5626 | 0.6066 |
148 | 147 | 1.7092 | 0.5640 | 0.6004 |
149 | 148 | 1.7151 | 0.5635 | 0.6056 |
150 | 149 | 1.7120 | 0.5647 | 0.5984 |
151 | 150 | 1.7098 | 0.5641 | 0.6030 |
152 | 151 | 1.6928 | 0.5714 | 0.6048 |
153 | 152 | 1.6981 | 0.5688 | 0.6052 |
154 | 153 | 1.6946 | 0.5674 | 0.6056 |
155 | 154 | 1.7033 | 0.5654 | 0.6024 |
156 | 155 | 1.6855 | 0.5704 | 0.6072 |
157 | 156 | 1.6806 | 0.5735 | 0.6076 |
158 | 157 | 1.5460 | 0.6078 | 0.6138 |
159 | 158 | 1.5167 | 0.6156 | 0.6066 |
160 | 159 | 1.4789 | 0.6254 | 0.6066 |
161 | 160 | 1.4643 | 0.6262 | 0.6058 |
162 | 161 | 1.4332 | 0.6371 | 0.6064 |
163 | 162 | 1.4149 | 0.6424 | 0.6050 |
164 | 163 | 1.3989 | 0.6470 | 0.6080 |
165 | 164 | 1.3773 | 0.6499 | 0.6052 |
166 | 165 | 1.3636 | 0.6583 | 0.6056 |
167 | 166 | 1.3410 | 0.6632 | 0.6024 |
168 | 167 | 1.3237 | 0.6655 | 0.6082 |
169 | 168 | 1.3118 | 0.6694 | 0.5982 |