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tikz/validation-curve: Add

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Martin Thoma 2017-04-22 11:35:38 +02:00
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tikz/validation-curve/baseline_cifar_test_acc.csv Normal file
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epoch,min_acc,max_acc,mean_acc
0,0.1568,0.1602,0.15858
1,0.2042,0.2068,0.20544000000000001
2,0.2352,0.238,0.23674000000000003
3,0.2706,0.2736,0.27199999999999996
4,0.2982,0.3036,0.3014
5,0.319,0.324,0.32228000000000001
6,0.3328,0.3364,0.33423999999999998
7,0.3484,0.3512,0.35004000000000002
8,0.3614,0.3652,0.36327999999999999
9,0.369,0.3738,0.37051999999999996
10,0.372,0.3756,0.37378
11,0.3846,0.3902,0.38756000000000002
12,0.3934,0.3966,0.39498
13,0.4042,0.4076,0.40506000000000003
14,0.4078,0.412,0.40969999999999995
15,0.4174,0.4218,0.41950000000000004
16,0.4212,0.4238,0.42265999999999992
17,0.4254,0.4288,0.42718
18,0.4304,0.4346,0.43290000000000006
19,0.4352,0.4384,0.43674000000000002
20,0.4404,0.4448,0.44284000000000001
21,0.4504,0.4538,0.45234000000000008
22,0.4568,0.4598,0.45820000000000005
23,0.4582,0.4626,0.46053999999999995
24,0.467,0.4712,0.46899999999999997
25,0.4656,0.4702,0.46821999999999997
26,0.4626,0.4688,0.46597999999999995
27,0.4754,0.4798,0.47782000000000002
28,0.4742,0.4804,0.47700000000000004
29,0.4824,0.4868,0.48498000000000002
30,0.4832,0.4872,0.48469999999999996
31,0.4806,0.4832,0.48204000000000002
32,0.4836,0.49,0.48746
33,0.491,0.4956,0.49335999999999991
34,0.4922,0.4974,0.49493999999999999
35,0.4934,0.4994,0.49637999999999999
36,0.5018,0.5058,0.50356000000000001
37,0.4968,0.5004,0.49917999999999996
38,0.5048,0.51,0.50773999999999997
39,0.512,0.5168,0.51473999999999998
40,0.5088,0.5142,0.51116000000000006
41,0.5088,0.5162,0.51322000000000001
42,0.5188,0.522,0.51998000000000011
43,0.5154,0.5212,0.51927999999999996
44,0.5166,0.521,0.51933999999999991
45,0.5164,0.5206,0.51879999999999993
46,0.5128,0.517,0.51537999999999995
47,0.5238,0.529,0.52617999999999998
48,0.525,0.5302,0.52716000000000007
49,0.5296,0.5328,0.53092000000000006
50,0.5222,0.5296,0.5242
51,0.5326,0.5382,0.53537999999999997
52,0.5354,0.5392,0.53723999999999994
53,0.5314,0.5374,0.53436000000000017
54,0.53,0.5352,0.53246000000000004
55,0.532,0.5376,0.53526000000000007
56,0.5298,0.5352,0.53271999999999997
57,0.5372,0.545,0.54073999999999989
58,0.5398,0.5446,0.54256000000000004
59,0.5372,0.5432,0.54023999999999994
60,0.5428,0.5492,0.54580000000000006
61,0.5424,0.5458,0.54398000000000002
62,0.551,0.5552,0.55227999999999999
63,0.5462,0.5526,0.54804000000000008
64,0.5436,0.5508,0.54665999999999992
65,0.5488,0.5554,0.55169999999999997
66,0.5568,0.5622,0.55935999999999997
67,0.5582,0.5636,0.56081999999999999
68,0.5428,0.551,0.54724000000000006
69,0.5526,0.5582,0.55600000000000005
70,0.5514,0.5584,0.55547999999999997
71,0.5552,0.56,0.5575
72,0.5564,0.5606,0.55841999999999992
73,0.5646,0.5722,0.56792000000000009
74,0.563,0.5686,0.56599999999999995
75,0.563,0.5684,0.56606000000000001
76,0.5718,0.5768,0.57445999999999997
77,0.5624,0.568,0.56405999999999989
78,0.561,0.569,0.56473999999999991
79,0.5636,0.5688,0.56577999999999995
80,0.566,0.5714,0.56859999999999999
81,0.5698,0.575,0.57208000000000003
82,0.5626,0.571,0.56596000000000013
83,0.5706,0.576,0.57323999999999997
84,0.5654,0.5718,0.56840000000000002
85,0.572,0.5772,0.57462000000000002
86,0.5752,0.5796,0.57754000000000016
87,0.5722,0.5776,0.57552000000000003
88,0.5728,0.5776,0.57532000000000005
89,0.5708,0.5762,0.57294
90,0.5758,0.5834,0.57894000000000001
91,0.5728,0.5802,0.5769200000000001
92,0.5748,0.58,0.57747999999999988
93,0.5746,0.5842,0.57962000000000002
94,0.5766,0.5822,0.57956000000000008
95,0.5786,0.584,0.58087999999999995
96,0.5798,0.5842,0.5821400000000001
97,0.5746,0.5844,0.57982
98,0.5762,0.581,0.57896000000000014
99,0.5774,0.584,0.58103999999999989
100,0.5806,0.5862,0.58306000000000002
101,0.5816,0.5868,0.58489999999999998
102,0.5844,0.5894,0.58663999999999994
103,0.5756,0.5836,0.57948
104,0.5818,0.5878,0.58545999999999998
105,0.5866,0.5914,0.58879999999999988
106,0.5836,0.5896,0.58565999999999996
107,0.5836,0.5908,0.58691999999999989
108,0.5834,0.5876,0.58543999999999996
109,0.5856,0.5896,0.58725999999999989
110,0.585,0.591,0.58901999999999988
111,0.5882,0.5954,0.59261999999999992
112,0.587,0.5912,0.58904000000000001
113,0.5878,0.593,0.58989999999999998
114,0.5882,0.5956,0.59096000000000004
115,0.5908,0.5996,0.59308000000000005
116,0.586,0.5918,0.58954000000000006
117,0.5972,0.6044,0.59936000000000011
118,0.5872,0.5938,0.59095999999999993
119,0.5908,0.5972,0.59432000000000007
120,0.5904,0.5956,0.59358
121,0.5912,0.597,0.59382000000000001
122,0.5884,0.5958,0.59230000000000005
123,0.5918,0.5952,0.59323999999999999
124,0.5944,0.6046,0.59677999999999998
125,0.59,0.5982,0.59389999999999998
1 epoch min_acc max_acc mean_acc
2 0 0.1568 0.1602 0.15858
3 1 0.2042 0.2068 0.20544000000000001
4 2 0.2352 0.238 0.23674000000000003
5 3 0.2706 0.2736 0.27199999999999996
6 4 0.2982 0.3036 0.3014
7 5 0.319 0.324 0.32228000000000001
8 6 0.3328 0.3364 0.33423999999999998
9 7 0.3484 0.3512 0.35004000000000002
10 8 0.3614 0.3652 0.36327999999999999
11 9 0.369 0.3738 0.37051999999999996
12 10 0.372 0.3756 0.37378
13 11 0.3846 0.3902 0.38756000000000002
14 12 0.3934 0.3966 0.39498
15 13 0.4042 0.4076 0.40506000000000003
16 14 0.4078 0.412 0.40969999999999995
17 15 0.4174 0.4218 0.41950000000000004
18 16 0.4212 0.4238 0.42265999999999992
19 17 0.4254 0.4288 0.42718
20 18 0.4304 0.4346 0.43290000000000006
21 19 0.4352 0.4384 0.43674000000000002
22 20 0.4404 0.4448 0.44284000000000001
23 21 0.4504 0.4538 0.45234000000000008
24 22 0.4568 0.4598 0.45820000000000005
25 23 0.4582 0.4626 0.46053999999999995
26 24 0.467 0.4712 0.46899999999999997
27 25 0.4656 0.4702 0.46821999999999997
28 26 0.4626 0.4688 0.46597999999999995
29 27 0.4754 0.4798 0.47782000000000002
30 28 0.4742 0.4804 0.47700000000000004
31 29 0.4824 0.4868 0.48498000000000002
32 30 0.4832 0.4872 0.48469999999999996
33 31 0.4806 0.4832 0.48204000000000002
34 32 0.4836 0.49 0.48746
35 33 0.491 0.4956 0.49335999999999991
36 34 0.4922 0.4974 0.49493999999999999
37 35 0.4934 0.4994 0.49637999999999999
38 36 0.5018 0.5058 0.50356000000000001
39 37 0.4968 0.5004 0.49917999999999996
40 38 0.5048 0.51 0.50773999999999997
41 39 0.512 0.5168 0.51473999999999998
42 40 0.5088 0.5142 0.51116000000000006
43 41 0.5088 0.5162 0.51322000000000001
44 42 0.5188 0.522 0.51998000000000011
45 43 0.5154 0.5212 0.51927999999999996
46 44 0.5166 0.521 0.51933999999999991
47 45 0.5164 0.5206 0.51879999999999993
48 46 0.5128 0.517 0.51537999999999995
49 47 0.5238 0.529 0.52617999999999998
50 48 0.525 0.5302 0.52716000000000007
51 49 0.5296 0.5328 0.53092000000000006
52 50 0.5222 0.5296 0.5242
53 51 0.5326 0.5382 0.53537999999999997
54 52 0.5354 0.5392 0.53723999999999994
55 53 0.5314 0.5374 0.53436000000000017
56 54 0.53 0.5352 0.53246000000000004
57 55 0.532 0.5376 0.53526000000000007
58 56 0.5298 0.5352 0.53271999999999997
59 57 0.5372 0.545 0.54073999999999989
60 58 0.5398 0.5446 0.54256000000000004
61 59 0.5372 0.5432 0.54023999999999994
62 60 0.5428 0.5492 0.54580000000000006
63 61 0.5424 0.5458 0.54398000000000002
64 62 0.551 0.5552 0.55227999999999999
65 63 0.5462 0.5526 0.54804000000000008
66 64 0.5436 0.5508 0.54665999999999992
67 65 0.5488 0.5554 0.55169999999999997
68 66 0.5568 0.5622 0.55935999999999997
69 67 0.5582 0.5636 0.56081999999999999
70 68 0.5428 0.551 0.54724000000000006
71 69 0.5526 0.5582 0.55600000000000005
72 70 0.5514 0.5584 0.55547999999999997
73 71 0.5552 0.56 0.5575
74 72 0.5564 0.5606 0.55841999999999992
75 73 0.5646 0.5722 0.56792000000000009
76 74 0.563 0.5686 0.56599999999999995
77 75 0.563 0.5684 0.56606000000000001
78 76 0.5718 0.5768 0.57445999999999997
79 77 0.5624 0.568 0.56405999999999989
80 78 0.561 0.569 0.56473999999999991
81 79 0.5636 0.5688 0.56577999999999995
82 80 0.566 0.5714 0.56859999999999999
83 81 0.5698 0.575 0.57208000000000003
84 82 0.5626 0.571 0.56596000000000013
85 83 0.5706 0.576 0.57323999999999997
86 84 0.5654 0.5718 0.56840000000000002
87 85 0.572 0.5772 0.57462000000000002
88 86 0.5752 0.5796 0.57754000000000016
89 87 0.5722 0.5776 0.57552000000000003
90 88 0.5728 0.5776 0.57532000000000005
91 89 0.5708 0.5762 0.57294
92 90 0.5758 0.5834 0.57894000000000001
93 91 0.5728 0.5802 0.5769200000000001
94 92 0.5748 0.58 0.57747999999999988
95 93 0.5746 0.5842 0.57962000000000002
96 94 0.5766 0.5822 0.57956000000000008
97 95 0.5786 0.584 0.58087999999999995
98 96 0.5798 0.5842 0.5821400000000001
99 97 0.5746 0.5844 0.57982
100 98 0.5762 0.581 0.57896000000000014
101 99 0.5774 0.584 0.58103999999999989
102 100 0.5806 0.5862 0.58306000000000002
103 101 0.5816 0.5868 0.58489999999999998
104 102 0.5844 0.5894 0.58663999999999994
105 103 0.5756 0.5836 0.57948
106 104 0.5818 0.5878 0.58545999999999998
107 105 0.5866 0.5914 0.58879999999999988
108 106 0.5836 0.5896 0.58565999999999996
109 107 0.5836 0.5908 0.58691999999999989
110 108 0.5834 0.5876 0.58543999999999996
111 109 0.5856 0.5896 0.58725999999999989
112 110 0.585 0.591 0.58901999999999988
113 111 0.5882 0.5954 0.59261999999999992
114 112 0.587 0.5912 0.58904000000000001
115 113 0.5878 0.593 0.58989999999999998
116 114 0.5882 0.5956 0.59096000000000004
117 115 0.5908 0.5996 0.59308000000000005
118 116 0.586 0.5918 0.58954000000000006
119 117 0.5972 0.6044 0.59936000000000011
120 118 0.5872 0.5938 0.59095999999999993
121 119 0.5908 0.5972 0.59432000000000007
122 120 0.5904 0.5956 0.59358
123 121 0.5912 0.597 0.59382000000000001
124 122 0.5884 0.5958 0.59230000000000005
125 123 0.5918 0.5952 0.59323999999999999
126 124 0.5944 0.6046 0.59677999999999998
127 125 0.59 0.5982 0.59389999999999998