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Martin Thoma 2017-05-17 11:18:57 +02:00
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tikz/validation-curve/baseline_cifar_test_acc.csv
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@ -1,147 +1,145 @@
epoch,min_acc,max_acc,mean_acc,mean_loss
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136,0.5545,0.6307,0.57000833333333334,1.7084000000000001
137,0.5593,0.6372,0.57392499999999991,1.6925583333333334
138,0.5563,0.6442,0.57198333333333329,1.6925833333333336
139,0.5569,0.6461,0.57404999999999995,1.6883249999999999
140,0.5575,0.6478,0.57469999999999999,1.6805333333333332
141,0.5598,0.6554,0.57656666666666667,1.6772833333333332
142,0.5592,0.6576,0.5779833333333334,1.6699083333333331
143,0.5591,0.6617,0.57941666666666658,1.6589583333333333

1 epoch min_acc max_acc mean_acc mean_loss
2 0 0.0537 0.0546 0.0542 0.0552 0.053959999999999994 0.054825000000000006 4.6112799999999989 4.6077916666666683
3 1 0.1114 0.1103 0.1121 0.1124 0.11168999999999998 0.11169166666666663 4.1557299999999993 4.157025
4 2 0.1434 0.1472 0.1445 0.1478 0.14391999999999999 0.14749999999999999 3.9700800000000003 3.9687333333333332
5 3 0.1746 0.1762 0.1764 0.1772 0.17521 0.17655000000000001 3.8258399999999995 3.8177833333333329
6 4 0.1994 0.2015 0.201 0.2035 0.20032 0.20285 3.7040500000000001 3.6989083333333332
7 5 0.2212 0.2231 0.2219 0.2255 0.22153999999999999 0.22484999999999997 3.6027300000000002 3.5978999999999997
8 6 0.2401 0.2393 0.2415 0.2405 0.24086000000000002 0.24000000000000002 3.5213799999999997 3.5159999999999996
9 7 0.2503 0.2524 0.2512 0.2551 0.25076000000000004 0.25333333333333335 3.4561900000000003 3.4482833333333338
10 8 0.2658 0.2672 0.2668 0.2691 0.26640000000000003 0.26779166666666659 3.3904299999999998 3.3834666666666666
11 9 0.2781 0.2762 0.2793 0.2787 0.27856000000000003 0.27752499999999997 3.3281299999999994 3.3248333333333329
12 10 0.287 0.2852 0.2885 0.2902 0.28768000000000005 0.28675 3.2696499999999999 3.2724833333333336
13 11 0.2956 0.2949 0.2971 0.2967 0.29620000000000002 0.29589166666666666 3.2279700000000005 3.2269583333333336
14 12 0.3031 0.3055 0.3054 0.3073 0.30431999999999998 0.30658333333333337 3.1749900000000002 3.1702750000000002
15 13 0.3133 0.3101 0.315 0.3128 0.31409999999999999 0.3118083333333333 3.1285499999999997 3.1299000000000006
16 14 0.3192 0.319 0.3202 0.3224 0.31972000000000006 0.32030833333333336 3.0905300000000002 3.0861666666666658
17 15 0.3268 0.3275 0.3282 0.3295 0.32769999999999999 0.32841666666666669 3.0524100000000001 3.0502083333333334
18 16 0.3318 0.3323 0.3334 0.335 0.33286000000000004 0.33329999999999999 3.0162500000000003 3.0159083333333325
19 17 0.3379 0.3398 0.3392 0.3419 0.33856999999999998 0.34082499999999999 2.9776599999999998 2.9724000000000004
20 18 0.3437 0.3445 0.3451 0.3466 0.34444000000000002 0.34541666666666665 2.9448299999999996 2.9410500000000002
21 19 0.3478 0.3498 0.3489 0.3513 0.34846000000000005 0.35055833333333336 2.9194600000000004 2.9137083333333336
22 20 0.3549 0.3564 0.3562 0.3581 0.35548000000000002 0.35722499999999996 2.8796400000000002 2.8725416666666668
23 21 0.3568 0.3583 0.3577 0.3623 0.35723000000000005 0.35945000000000005 2.8595700000000002 2.8512416666666667
24 22 0.3666 0.3663 0.368 0.3685 0.36710999999999994 0.36748333333333333 2.8205100000000001 2.8167749999999998
25 23 0.3692 0.3693 0.3715 0.3738 0.37012 0.37105000000000005 2.7927399999999998 2.788475
26 24 0.3746 0.3762 0.3764 0.3795 0.37530000000000002 0.37776666666666664 2.7666899999999996 2.7573500000000002
27 25 0.3778 0.3779 0.3788 0.3796 0.37816000000000005 0.3786416666666666 2.7414099999999997 2.7382999999999993
28 26 0.3787 0.3829 0.3813 0.3853 0.37997000000000003 0.3843583333333333 2.7214099999999997 2.7113333333333327
29 27 0.3875 0.3897 0.3894 0.3914 0.38843 0.39050000000000001 2.6928899999999998 2.6835166666666663
30 28 0.3896 0.3901 0.3915 0.3939 0.39075000000000004 0.39269166666666672 2.6716299999999995 2.6632166666666666
31 29 0.3911 0.3902 0.3922 0.3959 0.39154999999999995 0.39416666666666672 2.64933 2.6424749999999997
32 30 0.3968 0.3985 0.3986 0.4011 0.39773000000000003 0.39942500000000009 2.6296399999999998 2.6209916666666668
33 31 0.3993 0.4026 0.4004 0.4048 0.39980999999999994 0.40355000000000002 2.6114199999999999 2.5990250000000001
34 32 0.4031 0.4036 0.4051 0.4057 0.40404999999999996 0.40467500000000006 2.58466 2.5836166666666669
35 33 0.4043 0.407 0.4066 0.4091 0.40547999999999995 0.40831666666666666 2.57098 2.564516666666667
36 34 0.4073 0.411 0.4092 0.4139 0.40809999999999996 0.41207500000000002 2.55674 2.5460666666666665
37 35 0.4141 0.4139 0.4152 0.4167 0.41459999999999997 0.41548333333333337 2.5274200000000002 2.5146416666666669
38 36 0.4135 0.4157 0.4158 0.4196 0.41486999999999996 0.41700000000000004 2.51668 2.5082166666666668
39 37 0.4177 0.4204 0.419 0.4229 0.41830999999999996 0.42177500000000001 2.5046999999999997 2.4902333333333329
40 38 0.4245 0.4254 0.4266 0.4273 0.42523999999999995 0.42619166666666669 2.4697199999999997 2.4653416666666668
41 39 0.4224 0.4228 0.425 0.4257 0.42363000000000001 0.42379166666666673 2.4701599999999999 2.4610416666666666
42 40 0.4279 0.4283 0.4297 0.4308 0.42876999999999998 0.42915833333333331 2.4423700000000004 2.4362999999999997
43 41 0.4302 0.4275 0.4322 0.4303 0.43119999999999992 0.42939166666666667 2.4359100000000002 2.4245583333333331
44 42 0.432 0.4345 0.4333 0.4363 0.43247000000000002 0.43564166666666665 2.4190399999999999 2.4064916666666667
45 43 0.4322 0.4352 0.4351 0.4375 0.43355000000000005 0.43652500000000005 2.4058199999999998 2.3980166666666674
46 44 0.4397 0.4404 0.4415 0.4427 0.44059999999999999 0.4418333333333333 2.3861099999999995 2.3789166666666666
47 45 0.4399 0.4402 0.4422 0.4442 0.44108000000000003 0.44167499999999998 2.3705499999999997 2.367575
48 46 0.4404 0.4441 0.4418 0.4467 0.44139 0.44550833333333334 2.3622700000000001 2.3492333333333328
49 47 0.4448 0.4486 0.4461 0.4496 0.44536999999999993 0.44909166666666667 2.3427099999999998 2.3341333333333334
50 48 0.4435 0.4468 0.445 0.449 0.44428999999999996 0.44764166666666655 2.3372400000000004 2.3298833333333335
51 49 0.4483 0.4482 0.4495 0.4504 0.44903999999999999 0.44887499999999997 2.3217099999999999 2.3170583333333332
52 50 0.4515 0.4518 0.453 0.4535 0.45238999999999996 0.45280833333333331 2.30463 2.2958750000000001
53 51 0.4535 0.4536 0.4552 0.4562 0.45443 0.45491666666666669 2.29244 2.2885
54 52 0.4557 0.4542 0.4575 0.45674000000000003 0.45618333333333339 2.2755999999999998 2.2763166666666668
55 53 0.4571 0.4587 0.4592 0.4619 0.45813999999999994 0.46013333333333334 2.2698099999999997 2.2620416666666663
56 54 0.4568 0.458 0.4584 0.4641 0.45762000000000003 0.46239166666666676 2.2640099999999999 2.255408333333333
57 55 0.4624 0.4625 0.4639 0.4645 0.46310000000000001 0.46346666666666669 2.2497700000000003 2.2397499999999999
58 56 0.4589 0.4631 0.4605 0.4649 0.45985000000000004 0.46401666666666669 2.2478299999999996 2.2337666666666669
59 57 0.4613 0.4657 0.464 0.469 0.46265000000000001 0.46783333333333338 2.2339899999999995 2.2219833333333332
60 58 0.4688 0.4711 0.4745 0.46950000000000003 0.47245833333333337 2.2114000000000003 2.2007500000000002
61 59 0.4681 0.4703 0.4714 0.46950999999999998 0.47020000000000001 2.2039899999999997 2.1986333333333334
62 60 0.4682 0.4695 0.4709 0.4714 0.46981000000000001 0.47044166666666659 2.2023800000000002 2.1971166666666666
63 61 0.469 0.4711 0.4703 0.474 0.46947 0.47266666666666662 2.1879400000000002 2.1766916666666671
64 62 0.472 0.4718 0.4748 0.4749 0.47358 0.47350000000000003 2.1848100000000001 2.1755583333333335
65 63 0.4699 0.473 0.4714 0.4757 0.47077999999999998 0.47399999999999998 2.1791400000000003 2.1680333333333333
66 64 0.4736 0.4779 0.4767 0.4798 0.47519999999999996 0.47866666666666674 2.1570999999999998 2.150325
67 65 0.4797 0.4795 0.4822 0.4826 0.48064000000000007 0.48135833333333333 2.1487500000000006 2.1473333333333335
68 66 0.4789 0.4805 0.4819 0.4832 0.48026000000000002 0.48200833333333332 2.14188 2.1370499999999999
69 67 0.4818 0.482 0.4848 0.485 0.48333999999999994 0.48362500000000003 2.13164 2.1261750000000004
70 68 0.4827 0.4846 0.4847 0.4867 0.48351 0.48554166666666659 2.1248499999999999 2.1154250000000001
71 69 0.4823 0.4837 0.4843 0.4866 0.48324999999999996 0.48536666666666672 2.1196699999999997 2.1139250000000001
72 70 0.4864 0.4879 0.4886 0.4901 0.48743999999999998 0.48907499999999998 2.1002900000000002 2.0960916666666667
73 71 0.4864 0.4903 0.4883 0.4927 0.48715999999999998 0.49130833333333329 2.0980600000000003 2.0916083333333328
74 72 0.4883 0.4887 0.4904 0.4926 0.48932999999999999 0.49071666666666675 2.0968899999999997 2.0885416666666665
75 73 0.4951 0.495 0.4986 0.4976 0.49648999999999999 0.49664166666666665 2.0723799999999999 2.0696083333333335
76 74 0.4898 0.4932 0.493 0.4946 0.49135999999999996 0.49393333333333339 2.0800999999999998 2.0689166666666665
77 75 0.4935 0.4954 0.4958 0.4979 0.49465999999999993 0.4967166666666667 2.0692599999999999 2.0577916666666671
78 76 0.4935 0.4921 0.4953 0.4971 0.49433999999999995 0.49530833333333329 2.0657000000000001 2.0551333333333335
79 77 0.4972 0.4968 0.4995 0.501 0.49816000000000005 0.49815833333333343 2.0498800000000004 2.0446750000000002
80 78 0.4963 0.4962 0.4981 0.4992 0.49729999999999996 0.49753333333333333 2.0535799999999993 2.0507000000000004
81 79 0.4991 0.5023 0.501 0.507 0.50022999999999995 0.50418333333333332 2.03735 2.0230333333333332
82 80 0.5014 0.5026 0.5036 0.5044 0.50272000000000006 0.50367499999999998 2.0339500000000004 2.0228333333333333
83 81 0.5023 0.5068 0.5052 0.51 0.50441000000000003 0.50822500000000004 2.0187900000000001 2.0099333333333331
84 82 0.5021 0.5058 0.5035 0.5092 0.50269999999999992 0.50798333333333334 2.0187099999999996 2.0099333333333331
85 83 0.5018 0.5024 0.5045 0.5063 0.50319999999999998 0.50474166666666664 2.0187300000000001 2.0103916666666666
86 84 0.5068 0.5056 0.5092 0.5093 0.50788999999999995 0.50770833333333332 2.0068799999999998 2.0001250000000002
87 85 0.5035 0.5068 0.5065 0.51 0.50474999999999992 0.50872499999999998 1.9989700000000004 1.9865500000000003
88 86 0.5069 0.5089 0.5097 0.5126 0.50817000000000001 0.5112833333333332 1.99482 1.9862666666666666
89 87 0.507 0.5097 0.5091 0.5126 0.5079499999999999 0.51100833333333329 1.9860599999999997 1.9737750000000001
90 88 0.5093 0.5104 0.5112 0.5139 0.51012999999999997 0.51244166666666657 1.9839899999999999 1.9702
91 89 0.5105 0.5129 0.5126 0.5172 0.51132000000000011 0.51560833333333334 1.97455 1.9659083333333331
92 90 0.5103 0.5108 0.5114 0.5144 0.51064999999999983 0.5123833333333333 1.9739799999999998 1.9685666666666668
93 91 0.5144 0.5164 0.5162 0.5203 0.51531000000000005 0.51849999999999996 1.9652999999999998 1.9484000000000001
94 92 0.5163 0.5153 0.5182 0.5206 0.51695999999999998 0.51698333333333335 1.9506599999999998 1.9384083333333333
95 93 0.5159 0.5171 0.518 0.5201 0.51690999999999998 0.51856666666666673 1.9538599999999999 1.9485583333333334
96 94 0.517 0.5196 0.5204 0.5225 0.51882000000000006 0.52133333333333332 1.9455000000000002 1.9342249999999999
97 95 0.5201 0.5168 0.5224 0.5216 0.52149999999999985 0.51938333333333342 1.9372199999999999 1.9352916666666664
98 96 0.5189 0.5218 0.5207 0.5245 0.51968000000000003 0.52334999999999998 1.9283099999999997 1.919041666666667
99 97 0.5191 0.5219 0.5219 0.5232 0.52016000000000007 0.52249166666666669 1.9342699999999997 1.9242166666666665
100 98 0.524 0.5262 0.5253 0.5275 0.52446999999999999 0.52694166666666675 1.9196699999999995 1.9104749999999999
101 99 0.5215 0.524 0.5239 0.5286 0.52289999999999992 0.52660833333333334 1.9182600000000001 1.9067000000000001
102 100 0.5201 0.5216 0.5226 0.525 0.52124000000000004 0.52378333333333338 1.9147200000000002 1.9128166666666664
103 101 0.5244 0.5261 0.5279 0.5282 0.52617999999999998 0.52692499999999998 1.9097599999999999 1.8997499999999998
104 102 0.5244 0.5269 0.5274 0.5305 0.52557999999999994 0.52917499999999995 1.8989699999999998 1.8866999999999996
105 103 0.5266 0.5257 0.5288 0.5278 0.52798 0.52674166666666655 1.8970400000000001 1.8942500000000002
106 104 0.5295 0.5283 0.5307 0.5344 0.53022999999999998 0.53274166666666667 1.8873900000000003 1.8742249999999998
107 105 0.5247 0.5274 0.5264 0.531 0.52566000000000002 0.52960833333333335 1.8885100000000001 1.8826083333333334
108 106 0.5326 0.5298 0.5351 0.5353 0.53382999999999992 0.53270000000000006 1.8783799999999999 1.8704083333333335
109 107 0.533 0.5348 0.5354 0.5367 0.53461000000000003 0.53570833333333334 1.8624099999999999 1.8622249999999998
110 108 0.5287 0.5298 0.531 0.5341 0.53013999999999994 0.53300000000000003 1.8783100000000001 1.8660499999999998
111 109 0.532 0.5323 0.535 0.5339 0.53339999999999999 0.53311666666666657 1.8656999999999999 1.8654666666666671
112 110 0.5316 0.5286 0.5359 0.5346 0.53381000000000012 0.53282499999999999 1.8624399999999999 1.8599666666666665
113 111 0.5319 0.5359 0.5354 0.5387 0.53322999999999998 0.53752499999999992 1.8596499999999998 1.8418000000000001
114 112 0.5321 0.5341 0.5347 0.5368 0.53345999999999993 0.5357249999999999 1.8589800000000001 1.8513083333333336
115 113 0.5378 0.5402 0.5395 0.5427 0.53859999999999997 0.54129166666666662 1.8461799999999999 1.8353333333333335
116 114 0.5321 0.5353 0.534 0.538 0.53292000000000006 0.536775 1.8517600000000001 1.8405500000000001
117 115 0.5378 0.539 0.5402 0.5421 0.53891999999999984 0.54061666666666675 1.84145 1.8326
118 116 0.5385 0.5375 0.5408 0.5432 0.54010000000000002 0.54084999999999994 1.8305499999999999 1.8257083333333333
119 117 0.5363 0.5389 0.539 0.5425 0.53722999999999999 0.54093333333333327 1.84036 1.8272666666666664
120 118 0.5382 0.5436 0.5411 0.545 0.54007999999999989 0.54424166666666651 1.8269299999999997 1.8165333333333333
121 119 0.5439 0.5451 0.5454 0.5478 0.5446899999999999 0.54612499999999986 1.8145999999999998 1.8121333333333336
122 120 0.5425 0.5412 0.5467 0.5444 0.54466999999999988 0.542825 1.8151299999999999 1.81555
123 121 0.5403 0.5414 0.5421 0.5458 0.54115999999999997 0.54359999999999997 1.8177000000000003 1.8069999999999997
124 122 0.5444 0.5454 0.5466 0.5504 0.5456899999999999 0.54845833333333327 1.8098500000000002 1.7983083333333332
125 123 0.5459 0.5448 0.5491 0.5514 0.54747000000000001 0.54916666666666669 1.8013699999999999 1.7945499999999999
126 124 0.545 0.5456 0.5484 0.5492 0.54653000000000007 0.54709999999999992 1.8052700000000002 1.7973083333333328
127 125 0.5446 0.5474 0.5461 0.5495 0.54532999999999998 0.54817499999999997 1.8020300000000002 1.7905249999999999
128 126 0.5499 0.5485 0.5532 0.5545 0.55188999999999999 0.55249999999999999 1.7838600000000002 1.7768083333333335
129 127 0.547 0.5487 0.5508 0.5524 0.54883999999999999 0.55097499999999999 1.7821000000000002 1.7787750000000002
130 128 0.5497 0.55 0.5521 0.5533 0.55061000000000004 0.55195000000000005 1.7823199999999999 1.7690916666666665
131 129 0.5482 0.5477 0.5523 0.5843 0.54998999999999998 0.55660833333333326 1.7819400000000001 1.7579000000000002
132 130 0.5505 0.5502 0.5524 0.5934 0.55130000000000001 0.55818333333333325 1.7827999999999999 1.7478833333333335
133 131 0.5502 0.5524 0.5523 0.5988 0.55123 0.56248333333333334 1.7784200000000001 1.7380166666666665
134 132 0.5513 0.5516 0.5547 0.6103 0.55308000000000013 0.56409166666666666 1.7731599999999996 1.730175
135 133 0.5542 0.5525 0.589 0.6143 0.56874000000000002 0.56531666666666658 1.7118600000000002 1.7185249999999999
136 134 0.5508 0.5507 0.5986 0.6207 0.57032000000000005 0.5635 1.69787 1.7209416666666666
137 135 0.5511 0.5533 0.6058 0.6224 0.57356999999999991 0.56680000000000008 1.6840599999999999 1.7121500000000001
138 136 0.5549 0.5545 0.6105 0.6307 0.57695000000000007 0.57000833333333334 1.6732300000000002 1.7084000000000001
139 137 0.5597 0.5593 0.6187 0.6372 0.58373999999999993 0.57392499999999991 1.6515700000000002 1.6925583333333334
140 138 0.5579 0.5563 0.6253 0.6442 0.58523000000000014 0.57198333333333329 1.6480399999999999 1.6925833333333336
141 139 0.5577 0.5569 0.6278 0.6461 0.58607999999999993 0.57404999999999995 1.6409500000000001 1.6883249999999999
142 140 0.5607 0.5575 0.6354 0.6478 0.59082000000000012 0.57469999999999999 1.62686 1.6805333333333332
143 141 0.5585 0.5598 0.6418 0.6554 0.59217000000000009 0.57656666666666667 1.6197600000000001 1.6772833333333332
144 142 0.56 0.5592 0.6449 0.6576 0.59449000000000007 0.5779833333333334 1.60564 1.6699083333333331
145 143 0.5619 0.5591 0.648 0.6617 0.59639999999999993 0.57941666666666658 1.59541 1.6589583333333333
144 0.5637 0.6564 0.60081999999999991 1.58114
145 0.5608 0.6591 0.60026999999999997 1.5848800000000001

164
tikz/validation-curve/cifar100_baseline_20170426-2134-51_history.csv
View file

@ -1,164 +0,0 @@
epoch,loss,acc,val_acc
1,4.6114,0.0537,0.1608
2,4.1560,0.1117,0.2028
3,3.9704,0.1434,0.2336
4,3.8266,0.1749,0.2610
5,3.7046,0.1994,0.2892
6,3.6030,0.2215,0.3144
7,3.5214,0.2415,0.3348
8,3.4562,0.2507,0.3414
9,3.3904,0.2658,0.3592
10,3.3280,0.2781,0.3700
11,3.2697,0.2879,0.3734
12,3.2275,0.2964,0.3936
13,3.1748,0.3042,0.3936
14,3.1283,0.3138,0.3978
15,3.0902,0.3192,0.4052
16,3.0520,0.3282,0.4140
17,3.0158,0.3323,0.4158
18,2.9771,0.3392,0.4216
19,2.9443,0.3451,0.4300
20,2.9185,0.3482,0.4356
21,2.8788,0.3559,0.4398
22,2.8590,0.3568,0.4450
23,2.8197,0.3672,0.4496
24,2.7921,0.3701,0.4584
25,2.7660,0.3746,0.4614
26,2.7406,0.3783,0.4612
27,2.7205,0.3797,0.4636
28,2.6921,0.3884,0.4786
29,2.6707,0.3915,0.4738
30,2.6484,0.3916,0.4766
31,2.6285,0.3975,0.4860
32,2.6107,0.3994,0.4804
33,2.5839,0.4051,0.4870
34,2.5697,0.4050,0.4906
35,2.5559,0.4081,0.5018
36,2.5263,0.4141,0.5000
37,2.5163,0.4153,0.4966
38,2.5037,0.4190,0.5024
39,2.4689,0.4248,0.5058
40,2.4693,0.4250,0.5120
41,2.4406,0.4297,0.5100
42,2.4349,0.4307,0.5150
43,2.4179,0.4326,0.5182
44,2.4043,0.4344,0.5168
45,2.3853,0.4412,0.5198
46,2.3694,0.4412,0.5148
47,2.3607,0.4415,0.5138
48,2.3418,0.4454,0.5274
49,2.3358,0.4446,0.5326
50,2.3204,0.4493,0.5288
51,2.3033,0.4515,0.5266
52,2.2910,0.4541,0.5284
53,2.2743,0.4558,0.5292
54,2.2679,0.4592,0.5264
55,2.2628,0.4579,0.5312
56,2.2485,0.4629,0.5284
57,2.2464,0.4601,0.5322
58,2.2318,0.4640,0.5408
59,2.2101,0.4711,0.5384
60,2.2017,0.4696,0.5396
61,2.2004,0.4696,0.5350
62,2.1868,0.4703,0.5424
63,2.1835,0.4732,0.5468
64,2.1779,0.4711,0.5414
65,2.1560,0.4767,0.5510
66,2.1482,0.4809,0.5406
67,2.1398,0.4819,0.5556
68,2.1306,0.4836,0.5536
69,2.1238,0.4847,0.5504
70,2.1184,0.4830,0.5526
71,2.0987,0.4877,0.5562
72,2.0966,0.4874,0.5508
73,2.0971,0.4883,0.5564
74,2.0708,0.4986,0.5560
75,2.0787,0.4916,0.5618
76,2.0681,0.4946,0.5634
77,2.0646,0.4940,0.5630
78,2.0481,0.4992,0.5602
79,2.0531,0.4969,0.5614
80,2.0355,0.5010,0.5648
81,2.0324,0.5022,0.5610
82,2.0164,0.5052,0.5660
83,2.0173,0.5023,0.5614
84,2.0169,0.5045,0.5662
85,2.0056,0.5074,0.5700
86,1.9978,0.5065,0.5666
87,1.9951,0.5092,0.5692
88,1.9843,0.5081,0.5676
89,1.9830,0.5093,0.5708
90,1.9745,0.5119,0.5752
91,1.9726,0.5103,0.5742
92,1.9640,0.5153,0.5750
93,1.9492,0.5164,0.5712
94,1.9521,0.5180,0.5780
95,1.9444,0.5204,0.5706
96,1.9357,0.5213,0.5782
97,1.9268,0.5192,0.5798
98,1.9324,0.5200,0.5792
99,1.9184,0.5249,0.5810
100,1.9182,0.5236,0.5804
101,1.9139,0.5208,0.5792
102,1.9085,0.5261,0.5804
103,1.8971,0.5251,0.5776
104,1.8945,0.5288,0.5838
105,1.8846,0.5298,0.5800
106,1.8872,0.5259,0.5834
107,1.8769,0.5341,0.5884
108,1.8607,0.5354,0.5884
109,1.8766,0.5308,0.5836
110,1.8653,0.5339,0.5862
111,1.8596,0.5359,0.5932
112,1.8587,0.5343,0.5880
113,1.8573,0.5333,0.5858
114,1.8443,0.5391,0.5914
115,1.8501,0.5322,0.5872
116,1.8389,0.5400,0.5932
117,1.8288,0.5408,0.5846
118,1.8392,0.5369,0.5964
119,1.8262,0.5382,0.5912
120,1.8129,0.5449,0.5920
121,1.8135,0.5467,0.5958
122,1.8159,0.5419,0.5992
123,1.8075,0.5466,0.5980
124,1.7991,0.5486,0.5918
125,1.8038,0.5461,0.5916
126,1.8004,0.5461,0.5932
127,1.7827,0.5531,0.5940
128,1.7810,0.5491,0.5914
129,1.7806,0.5502,0.5882
130,1.7790,0.5523,0.5938
131,1.7826,0.5524,0.5928
132,1.7775,0.5523,0.5964
133,1.7711,0.5547,0.5994
134,1.7645,0.5564,0.5990
135,1.7662,0.5510,0.6020
136,1.7604,0.5529,0.5986
137,1.7558,0.5558,0.5968
138,1.7422,0.5597,0.6062
139,1.7449,0.5602,0.6004
140,1.7476,0.5577,0.6034
141,1.7394,0.5621,0.6020
142,1.7402,0.5594,0.5994
143,1.7328,0.5605,0.6002
144,1.7243,0.5619,0.6012
145,1.7125,0.5647,0.6036
146,1.7289,0.5620,0.6014
147,1.7144,0.5664,0.6014
148,1.7153,0.5641,0.6042
149,1.7108,0.5653,0.5992
150,1.5717,0.6002,0.6048
151,1.5381,0.6101,0.6078
152,1.5082,0.6196,0.6086
153,1.4858,0.6261,0.6040
154,1.4591,0.6321,0.6050
155,1.4377,0.6353,0.6056
156,1.4243,0.6378,0.5976
157,1.3932,0.6476,0.6026
158,1.3817,0.6523,0.6030
159,1.3641,0.6555,0.6048
160,1.3419,0.6632,0.6010
161,1.3248,0.6672,0.5978
162,1.3136,0.6700,0.6034
163,1.2970,0.6742,0.5964
1 epoch loss acc val_acc
2 1 4.6114 0.0537 0.1608
3 2 4.1560 0.1117 0.2028
4 3 3.9704 0.1434 0.2336
5 4 3.8266 0.1749 0.2610
6 5 3.7046 0.1994 0.2892
7 6 3.6030 0.2215 0.3144
8 7 3.5214 0.2415 0.3348
9 8 3.4562 0.2507 0.3414
10 9 3.3904 0.2658 0.3592
11 10 3.3280 0.2781 0.3700
12 11 3.2697 0.2879 0.3734
13 12 3.2275 0.2964 0.3936
14 13 3.1748 0.3042 0.3936
15 14 3.1283 0.3138 0.3978
16 15 3.0902 0.3192 0.4052
17 16 3.0520 0.3282 0.4140
18 17 3.0158 0.3323 0.4158
19 18 2.9771 0.3392 0.4216
20 19 2.9443 0.3451 0.4300
21 20 2.9185 0.3482 0.4356
22 21 2.8788 0.3559 0.4398
23 22 2.8590 0.3568 0.4450
24 23 2.8197 0.3672 0.4496
25 24 2.7921 0.3701 0.4584
26 25 2.7660 0.3746 0.4614
27 26 2.7406 0.3783 0.4612
28 27 2.7205 0.3797 0.4636
29 28 2.6921 0.3884 0.4786
30 29 2.6707 0.3915 0.4738
31 30 2.6484 0.3916 0.4766
32 31 2.6285 0.3975 0.4860
33 32 2.6107 0.3994 0.4804
34 33 2.5839 0.4051 0.4870
35 34 2.5697 0.4050 0.4906
36 35 2.5559 0.4081 0.5018
37 36 2.5263 0.4141 0.5000
38 37 2.5163 0.4153 0.4966
39 38 2.5037 0.4190 0.5024
40 39 2.4689 0.4248 0.5058
41 40 2.4693 0.4250 0.5120
42 41 2.4406 0.4297 0.5100
43 42 2.4349 0.4307 0.5150
44 43 2.4179 0.4326 0.5182
45 44 2.4043 0.4344 0.5168
46 45 2.3853 0.4412 0.5198
47 46 2.3694 0.4412 0.5148
48 47 2.3607 0.4415 0.5138
49 48 2.3418 0.4454 0.5274
50 49 2.3358 0.4446 0.5326
51 50 2.3204 0.4493 0.5288
52 51 2.3033 0.4515 0.5266
53 52 2.2910 0.4541 0.5284
54 53 2.2743 0.4558 0.5292
55 54 2.2679 0.4592 0.5264
56 55 2.2628 0.4579 0.5312
57 56 2.2485 0.4629 0.5284
58 57 2.2464 0.4601 0.5322
59 58 2.2318 0.4640 0.5408
60 59 2.2101 0.4711 0.5384
61 60 2.2017 0.4696 0.5396
62 61 2.2004 0.4696 0.5350
63 62 2.1868 0.4703 0.5424
64 63 2.1835 0.4732 0.5468
65 64 2.1779 0.4711 0.5414
66 65 2.1560 0.4767 0.5510
67 66 2.1482 0.4809 0.5406
68 67 2.1398 0.4819 0.5556
69 68 2.1306 0.4836 0.5536
70 69 2.1238 0.4847 0.5504
71 70 2.1184 0.4830 0.5526
72 71 2.0987 0.4877 0.5562
73 72 2.0966 0.4874 0.5508
74 73 2.0971 0.4883 0.5564
75 74 2.0708 0.4986 0.5560
76 75 2.0787 0.4916 0.5618
77 76 2.0681 0.4946 0.5634
78 77 2.0646 0.4940 0.5630
79 78 2.0481 0.4992 0.5602
80 79 2.0531 0.4969 0.5614
81 80 2.0355 0.5010 0.5648
82 81 2.0324 0.5022 0.5610
83 82 2.0164 0.5052 0.5660
84 83 2.0173 0.5023 0.5614
85 84 2.0169 0.5045 0.5662
86 85 2.0056 0.5074 0.5700
87 86 1.9978 0.5065 0.5666
88 87 1.9951 0.5092 0.5692
89 88 1.9843 0.5081 0.5676
90 89 1.9830 0.5093 0.5708
91 90 1.9745 0.5119 0.5752
92 91 1.9726 0.5103 0.5742
93 92 1.9640 0.5153 0.5750
94 93 1.9492 0.5164 0.5712
95 94 1.9521 0.5180 0.5780
96 95 1.9444 0.5204 0.5706
97 96 1.9357 0.5213 0.5782
98 97 1.9268 0.5192 0.5798
99 98 1.9324 0.5200 0.5792
100 99 1.9184 0.5249 0.5810
101 100 1.9182 0.5236 0.5804
102 101 1.9139 0.5208 0.5792
103 102 1.9085 0.5261 0.5804
104 103 1.8971 0.5251 0.5776
105 104 1.8945 0.5288 0.5838
106 105 1.8846 0.5298 0.5800
107 106 1.8872 0.5259 0.5834
108 107 1.8769 0.5341 0.5884
109 108 1.8607 0.5354 0.5884
110 109 1.8766 0.5308 0.5836
111 110 1.8653 0.5339 0.5862
112 111 1.8596 0.5359 0.5932
113 112 1.8587 0.5343 0.5880
114 113 1.8573 0.5333 0.5858
115 114 1.8443 0.5391 0.5914
116 115 1.8501 0.5322 0.5872
117 116 1.8389 0.5400 0.5932
118 117 1.8288 0.5408 0.5846
119 118 1.8392 0.5369 0.5964
120 119 1.8262 0.5382 0.5912
121 120 1.8129 0.5449 0.5920
122 121 1.8135 0.5467 0.5958
123 122 1.8159 0.5419 0.5992
124 123 1.8075 0.5466 0.5980
125 124 1.7991 0.5486 0.5918
126 125 1.8038 0.5461 0.5916
127 126 1.8004 0.5461 0.5932
128 127 1.7827 0.5531 0.5940
129 128 1.7810 0.5491 0.5914
130 129 1.7806 0.5502 0.5882
131 130 1.7790 0.5523 0.5938
132 131 1.7826 0.5524 0.5928
133 132 1.7775 0.5523 0.5964
134 133 1.7711 0.5547 0.5994
135 134 1.7645 0.5564 0.5990
136 135 1.7662 0.5510 0.6020
137 136 1.7604 0.5529 0.5986
138 137 1.7558 0.5558 0.5968
139 138 1.7422 0.5597 0.6062
140 139 1.7449 0.5602 0.6004
141 140 1.7476 0.5577 0.6034
142 141 1.7394 0.5621 0.6020
143 142 1.7402 0.5594 0.5994
144 143 1.7328 0.5605 0.6002
145 144 1.7243 0.5619 0.6012
146 145 1.7125 0.5647 0.6036
147 146 1.7289 0.5620 0.6014
148 147 1.7144 0.5664 0.6014
149 148 1.7153 0.5641 0.6042
150 149 1.7108 0.5653 0.5992
151 150 1.5717 0.6002 0.6048
152 151 1.5381 0.6101 0.6078
153 152 1.5082 0.6196 0.6086
154 153 1.4858 0.6261 0.6040
155 154 1.4591 0.6321 0.6050
156 155 1.4377 0.6353 0.6056
157 156 1.4243 0.6378 0.5976
158 157 1.3932 0.6476 0.6026
159 158 1.3817 0.6523 0.6030
160 159 1.3641 0.6555 0.6048
161 160 1.3419 0.6632 0.6010
162 161 1.3248 0.6672 0.5978
163 162 1.3136 0.6700 0.6034
164 163 1.2970 0.6742 0.5964

147
tikz/validation-curve/cifar100_baseline_20170426-2238-19_history.csv
View file

@ -1,147 +0,0 @@
epoch,loss,acc,val_acc
1,4.6116,0.0539,0.1624
2,4.1563,0.1116,0.2028
3,3.9702,0.1438,0.2344
4,3.8254,0.1747,0.2600
5,3.7039,0.2004,0.2918
6,3.6031,0.2213,0.3136
7,3.5217,0.2401,0.3350
8,3.4566,0.2507,0.3416
9,3.3906,0.2668,0.3604
10,3.3286,0.2785,0.3726
11,3.2700,0.2877,0.3724
12,3.2285,0.2963,0.3964
13,3.1759,0.3045,0.3950
14,3.1289,0.3148,0.3990
15,3.0910,0.3199,0.4042
16,3.0529,0.3268,0.4130
17,3.0169,0.3318,0.4134
18,2.9779,0.3383,0.4190
19,2.9453,0.3439,0.4308
20,2.9200,0.3489,0.4368
21,2.8802,0.3549,0.4368
22,2.8596,0.3570,0.4458
23,2.8206,0.3671,0.4530
24,2.7926,0.3702,0.4576
25,2.7664,0.3756,0.4624
26,2.7412,0.3786,0.4652
27,2.7217,0.3813,0.4600
28,2.6930,0.3889,0.4764
29,2.6717,0.3905,0.4742
30,2.6495,0.3912,0.4742
31,2.6292,0.3975,0.4864
32,2.6110,0.3993,0.4838
33,2.5843,0.4050,0.4838
34,2.5711,0.4066,0.4902
35,2.5568,0.4092,0.4976
36,2.5274,0.4152,0.4938
37,2.5168,0.4144,0.4934
38,2.5050,0.4182,0.5000
39,2.4697,0.4253,0.5074
40,2.4701,0.4248,0.5104
41,2.4423,0.4281,0.5106
42,2.4361,0.4310,0.5096
43,2.4188,0.4320,0.5180
44,2.4062,0.4332,0.5168
45,2.3863,0.4415,0.5168
46,2.3697,0.4400,0.5148
47,2.3625,0.4404,0.5160
48,2.3425,0.4461,0.5264
49,2.3372,0.4442,0.5304
50,2.3208,0.4487,0.5320
51,2.3042,0.4526,0.5244
52,2.2922,0.4546,0.5258
53,2.2757,0.4560,0.5290
54,2.2692,0.4583,0.5246
55,2.2643,0.4578,0.5260
56,2.2496,0.4632,0.5290
57,2.2475,0.4602,0.5328
58,2.2337,0.4635,0.5382
59,2.2111,0.4692,0.5390
60,2.2032,0.4681,0.5388
61,2.2019,0.4702,0.5336
62,2.1880,0.4695,0.5472
63,2.1838,0.4720,0.5462
64,2.1791,0.4712,0.5410
65,2.1567,0.4756,0.5446
66,2.1489,0.4805,0.5348
67,2.1429,0.4800,0.5546
68,2.1318,0.4818,0.5520
69,2.1249,0.4836,0.5482
70,2.1187,0.4835,0.5526
71,2.1009,0.4871,0.5556
72,2.0981,0.4878,0.5528
73,2.0962,0.4902,0.5534
74,2.0717,0.4957,0.5560
75,2.0795,0.4914,0.5586
76,2.0695,0.4943,0.5598
77,2.0664,0.4949,0.5592
78,2.0494,0.4979,0.5576
79,2.0536,0.4969,0.5596
80,2.0369,0.5003,0.5636
81,2.0342,0.5034,0.5592
82,2.0189,0.5040,0.5642
83,2.0184,0.5035,0.5604
84,2.0187,0.5040,0.5654
85,2.0068,0.5071,0.5674
86,1.9993,0.5046,0.5648
87,1.9941,0.5097,0.5714
88,1.9861,0.5091,0.5652
89,1.9830,0.5104,0.5656
90,1.9734,0.5115,0.5690
91,1.9736,0.5104,0.5678
92,1.9653,0.5146,0.5680
93,1.9508,0.5163,0.5690
94,1.9539,0.5169,0.5726
95,1.9460,0.5170,0.5746
96,1.9381,0.5211,0.5756
97,1.9284,0.5207,0.5752
98,1.9355,0.5201,0.5776
99,1.9203,0.5242,0.5764
100,1.9174,0.5220,0.5796
101,1.9146,0.5215,0.5764
102,1.9094,0.5279,0.5798
103,1.8993,0.5260,0.5746
104,1.8970,0.5288,0.5784
105,1.8881,0.5302,0.5786
106,1.8884,0.5252,0.5830
107,1.8779,0.5335,0.5820
108,1.8624,0.5348,0.5878
109,1.8782,0.5295,0.5806
110,1.8655,0.5325,0.5832
111,1.8627,0.5334,0.5856
112,1.8590,0.5354,0.5798
113,1.8600,0.5327,0.5818
114,1.8457,0.5379,0.5856
115,1.8509,0.5337,0.5828
116,1.8418,0.5387,0.5878
117,1.8301,0.5407,0.5836
118,1.8397,0.5371,0.5882
119,1.8290,0.5407,0.5850
120,1.8145,0.5444,0.5914
121,1.8154,0.5462,0.5922
122,1.8183,0.5413,0.5970
123,1.8106,0.5458,0.5918
124,1.8010,0.5472,0.5902
125,1.8053,0.5460,0.5868
126,1.8020,0.5452,0.5868
127,1.7834,0.5532,0.5886
128,1.7827,0.5486,0.5906
129,1.7834,0.5501,0.5862
130,1.7827,0.5498,0.5898
131,1.7828,0.5515,0.5930
132,1.7803,0.5509,0.5940
133,1.7740,0.5513,0.5930
134,1.6314,0.5886,0.5974
135,1.5933,0.5984,0.6020
136,1.5673,0.6058,0.5940
137,1.5454,0.6090,0.5982
138,1.5148,0.6169,0.5972
139,1.4984,0.6240,0.5976
140,1.4805,0.6264,0.5942
141,1.4560,0.6354,0.5932
142,1.4343,0.6418,0.5958
143,1.4151,0.6442,0.5950
144,1.4012,0.6473,0.5974
145,1.3811,0.6564,0.5984
146,1.3678,0.6580,0.5918
1 epoch loss acc val_acc
2 1 4.6116 0.0539 0.1624
3 2 4.1563 0.1116 0.2028
4 3 3.9702 0.1438 0.2344
5 4 3.8254 0.1747 0.2600
6 5 3.7039 0.2004 0.2918
7 6 3.6031 0.2213 0.3136
8 7 3.5217 0.2401 0.3350
9 8 3.4566 0.2507 0.3416
10 9 3.3906 0.2668 0.3604
11 10 3.3286 0.2785 0.3726
12 11 3.2700 0.2877 0.3724
13 12 3.2285 0.2963 0.3964
14 13 3.1759 0.3045 0.3950
15 14 3.1289 0.3148 0.3990
16 15 3.0910 0.3199 0.4042
17 16 3.0529 0.3268 0.4130
18 17 3.0169 0.3318 0.4134
19 18 2.9779 0.3383 0.4190
20 19 2.9453 0.3439 0.4308
21 20 2.9200 0.3489 0.4368
22 21 2.8802 0.3549 0.4368
23 22 2.8596 0.3570 0.4458
24 23 2.8206 0.3671 0.4530
25 24 2.7926 0.3702 0.4576
26 25 2.7664 0.3756 0.4624
27 26 2.7412 0.3786 0.4652
28 27 2.7217 0.3813 0.4600
29 28 2.6930 0.3889 0.4764
30 29 2.6717 0.3905 0.4742
31 30 2.6495 0.3912 0.4742
32 31 2.6292 0.3975 0.4864
33 32 2.6110 0.3993 0.4838
34 33 2.5843 0.4050 0.4838
35 34 2.5711 0.4066 0.4902
36 35 2.5568 0.4092 0.4976
37 36 2.5274 0.4152 0.4938
38 37 2.5168 0.4144 0.4934
39 38 2.5050 0.4182 0.5000
40 39 2.4697 0.4253 0.5074
41 40 2.4701 0.4248 0.5104
42 41 2.4423 0.4281 0.5106
43 42 2.4361 0.4310 0.5096
44 43 2.4188 0.4320 0.5180
45 44 2.4062 0.4332 0.5168
46 45 2.3863 0.4415 0.5168
47 46 2.3697 0.4400 0.5148
48 47 2.3625 0.4404 0.5160
49 48 2.3425 0.4461 0.5264
50 49 2.3372 0.4442 0.5304
51 50 2.3208 0.4487 0.5320
52 51 2.3042 0.4526 0.5244
53 52 2.2922 0.4546 0.5258
54 53 2.2757 0.4560 0.5290
55 54 2.2692 0.4583 0.5246
56 55 2.2643 0.4578 0.5260
57 56 2.2496 0.4632 0.5290
58 57 2.2475 0.4602 0.5328
59 58 2.2337 0.4635 0.5382
60 59 2.2111 0.4692 0.5390
61 60 2.2032 0.4681 0.5388
62 61 2.2019 0.4702 0.5336
63 62 2.1880 0.4695 0.5472
64 63 2.1838 0.4720 0.5462
65 64 2.1791 0.4712 0.5410
66 65 2.1567 0.4756 0.5446
67 66 2.1489 0.4805 0.5348
68 67 2.1429 0.4800 0.5546
69 68 2.1318 0.4818 0.5520
70 69 2.1249 0.4836 0.5482
71 70 2.1187 0.4835 0.5526
72 71 2.1009 0.4871 0.5556
73 72 2.0981 0.4878 0.5528
74 73 2.0962 0.4902 0.5534
75 74 2.0717 0.4957 0.5560
76 75 2.0795 0.4914 0.5586
77 76 2.0695 0.4943 0.5598
78 77 2.0664 0.4949 0.5592
79 78 2.0494 0.4979 0.5576
80 79 2.0536 0.4969 0.5596
81 80 2.0369 0.5003 0.5636
82 81 2.0342 0.5034 0.5592
83 82 2.0189 0.5040 0.5642
84 83 2.0184 0.5035 0.5604
85 84 2.0187 0.5040 0.5654
86 85 2.0068 0.5071 0.5674
87 86 1.9993 0.5046 0.5648
88 87 1.9941 0.5097 0.5714
89 88 1.9861 0.5091 0.5652
90 89 1.9830 0.5104 0.5656
91 90 1.9734 0.5115 0.5690
92 91 1.9736 0.5104 0.5678
93 92 1.9653 0.5146 0.5680
94 93 1.9508 0.5163 0.5690
95 94 1.9539 0.5169 0.5726
96 95 1.9460 0.5170 0.5746
97 96 1.9381 0.5211 0.5756
98 97 1.9284 0.5207 0.5752
99 98 1.9355 0.5201 0.5776
100 99 1.9203 0.5242 0.5764
101 100 1.9174 0.5220 0.5796
102 101 1.9146 0.5215 0.5764
103 102 1.9094 0.5279 0.5798
104 103 1.8993 0.5260 0.5746
105 104 1.8970 0.5288 0.5784
106 105 1.8881 0.5302 0.5786
107 106 1.8884 0.5252 0.5830
108 107 1.8779 0.5335 0.5820
109 108 1.8624 0.5348 0.5878
110 109 1.8782 0.5295 0.5806
111 110 1.8655 0.5325 0.5832
112 111 1.8627 0.5334 0.5856
113 112 1.8590 0.5354 0.5798
114 113 1.8600 0.5327 0.5818
115 114 1.8457 0.5379 0.5856
116 115 1.8509 0.5337 0.5828
117 116 1.8418 0.5387 0.5878
118 117 1.8301 0.5407 0.5836
119 118 1.8397 0.5371 0.5882
120 119 1.8290 0.5407 0.5850
121 120 1.8145 0.5444 0.5914
122 121 1.8154 0.5462 0.5922
123 122 1.8183 0.5413 0.5970
124 123 1.8106 0.5458 0.5918
125 124 1.8010 0.5472 0.5902
126 125 1.8053 0.5460 0.5868
127 126 1.8020 0.5452 0.5868
128 127 1.7834 0.5532 0.5886
129 128 1.7827 0.5486 0.5906
130 129 1.7834 0.5501 0.5862
131 130 1.7827 0.5498 0.5898
132 131 1.7828 0.5515 0.5930
133 132 1.7803 0.5509 0.5940
134 133 1.7740 0.5513 0.5930
135 134 1.6314 0.5886 0.5974
136 135 1.5933 0.5984 0.6020
137 136 1.5673 0.6058 0.5940
138 137 1.5454 0.6090 0.5982
139 138 1.5148 0.6169 0.5972
140 139 1.4984 0.6240 0.5976
141 140 1.4805 0.6264 0.5942
142 141 1.4560 0.6354 0.5932
143 142 1.4343 0.6418 0.5958
144 143 1.4151 0.6442 0.5950
145 144 1.4012 0.6473 0.5974
146 145 1.3811 0.6564 0.5984
147 146 1.3678 0.6580 0.5918

182
tikz/validation-curve/cifar100_baseline_20170426-2334-35_history.csv
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@ -1,182 +0,0 @@
epoch,loss,acc,val_acc
1,4.6111,0.0539,0.1606
2,4.1554,0.1121,0.2016
3,3.9698,0.1438,0.2324
4,3.8258,0.1750,0.2612
5,3.7040,0.2000,0.2908
6,3.6025,0.2217,0.3138
7,3.5213,0.2412,0.3348
8,3.4561,0.2507,0.3418
9,3.3904,0.2664,0.3570
10,3.3281,0.2784,0.3718
11,3.2696,0.2877,0.3764
12,3.2280,0.2971,0.3966
13,3.1749,0.3045,0.3930
14,3.1283,0.3144,0.4002
15,3.0904,0.3197,0.4080
16,3.0525,0.3277,0.4120
17,3.0162,0.3331,0.4172
18,2.9775,0.3379,0.4214
19,2.9446,0.3446,0.4296
20,2.9192,0.3487,0.4392
21,2.8795,0.3553,0.4390
22,2.8595,0.3572,0.4464
23,2.8201,0.3671,0.4504
24,2.7930,0.3704,0.4582
25,2.7666,0.3756,0.4608
26,2.7418,0.3781,0.4638
27,2.7214,0.3799,0.4654
28,2.6927,0.3883,0.4784
29,2.6717,0.3904,0.4746
30,2.6494,0.3914,0.4780
31,2.6299,0.3979,0.4856
32,2.6115,0.3998,0.4836
33,2.5850,0.4037,0.4880
34,2.5718,0.4058,0.4894
35,2.5569,0.4073,0.4994
36,2.5280,0.4147,0.4972
37,2.5168,0.4144,0.4994
38,2.5050,0.4187,0.5016
39,2.4704,0.4251,0.5062
40,2.4709,0.4240,0.5136
41,2.4422,0.4279,0.5088
42,2.4363,0.4320,0.5132
43,2.4196,0.4321,0.5208
44,2.4061,0.4330,0.5178
45,2.3868,0.4397,0.5206
46,2.3711,0.4401,0.5190
47,2.3627,0.4411,0.5178
48,2.3435,0.4450,0.5288
49,2.3377,0.4439,0.5316
50,2.3218,0.4489,0.5318
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52,2.2923,0.4548,0.5316
53,2.2754,0.4575,0.5326
54,2.2698,0.4586,0.5256
55,2.2644,0.4568,0.5334
56,2.2499,0.4630,0.5296
57,2.2486,0.4589,0.5352
58,2.2343,0.4623,0.5410
59,2.2115,0.4688,0.5424
60,2.2046,0.4697,0.5410
61,2.2029,0.4682,0.5360
62,2.1877,0.4695,0.5468
63,2.1851,0.4732,0.5458
64,2.1787,0.4705,0.5438
65,2.1570,0.4750,0.5508
66,2.1489,0.4797,0.5406
67,2.1423,0.4799,0.5528
68,2.1313,0.4831,0.5538
69,2.1251,0.4838,0.5540
70,2.1206,0.4830,0.5530
71,2.1012,0.4886,0.5578
72,2.0983,0.4867,0.5522
73,2.0967,0.4896,0.5534
74,2.0720,0.4973,0.5560
75,2.0802,0.4911,0.5628
76,2.0690,0.4954,0.5688
77,2.0655,0.4941,0.5604
78,2.0495,0.4977,0.5612
79,2.0530,0.4980,0.5626
80,2.0374,0.5006,0.5650
81,2.0344,0.5036,0.5654
82,2.0181,0.5051,0.5666
83,2.0192,0.5035,0.5624
84,2.0188,0.5034,0.5674
85,2.0066,0.5075,0.5662
86,1.9995,0.5044,0.5648
87,1.9954,0.5069,0.5722
88,1.9858,0.5082,0.5662
89,1.9832,0.5102,0.5686
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91,1.9741,0.5108,0.5732
92,1.9647,0.5154,0.5734
93,1.9502,0.5167,0.5694
94,1.9537,0.5169,0.5792
95,1.9455,0.5186,0.5728
96,1.9374,0.5223,0.5758
97,1.9283,0.5200,0.5770
98,1.9329,0.5219,0.5770
99,1.9197,0.5253,0.5750
100,1.9179,0.5233,0.5790
101,1.9152,0.5214,0.5802
102,1.9099,0.5264,0.5802
103,1.8992,0.5259,0.5746
104,1.8975,0.5267,0.5802
105,1.8868,0.5307,0.5822
106,1.8872,0.5263,0.5842
107,1.8781,0.5337,0.5840
108,1.8624,0.5354,0.5860
109,1.8786,0.5308,0.5842
110,1.8652,0.5341,0.5858
111,1.8622,0.5353,0.5892
112,1.8595,0.5337,0.5806
113,1.8596,0.5331,0.5830
114,1.8465,0.5395,0.5880
115,1.8522,0.5332,0.5880
116,1.8420,0.5388,0.5878
117,1.8306,0.5404,0.5846
118,1.8399,0.5390,0.5904
119,1.8271,0.5393,0.5884
120,1.8150,0.5451,0.5888
121,1.8148,0.5450,0.5932
122,1.8180,0.5410,0.5954
123,1.8104,0.5462,0.5938
124,1.8008,0.5478,0.5940
125,1.8053,0.5463,0.5896
126,1.8038,0.5456,0.5898
127,1.7835,0.5528,0.5960
128,1.7814,0.5499,0.5908
129,1.7831,0.5498,0.5886
130,1.7818,0.5494,0.5926
131,1.7841,0.5508,0.5944
132,1.7773,0.5502,0.5966
133,1.7724,0.5534,0.5986
134,1.7657,0.5542,0.5992
135,1.7687,0.5508,0.5978
136,1.7619,0.5511,0.5948
137,1.7594,0.5557,0.5972
138,1.7447,0.5620,0.6054
139,1.7465,0.5596,0.5986
140,1.7482,0.5584,0.6036
141,1.7401,0.5607,0.6008
142,1.7431,0.5593,0.5938
143,1.7323,0.5629,0.6024
144,1.7235,0.5627,0.6000
145,1.7126,0.5642,0.6022
146,1.7300,0.5611,0.5970
147,1.7172,0.5647,0.6012
148,1.7172,0.5643,0.6056
149,1.7110,0.5662,0.5992
150,1.7170,0.5639,0.6022
151,1.7009,0.5689,0.6020
152,1.7045,0.5676,0.6048
153,1.7047,0.5640,0.6010
154,1.7029,0.5670,0.6070
155,1.6971,0.5678,0.6066
156,1.6910,0.5715,0.6020
157,1.6912,0.5716,0.6082
158,1.6932,0.5685,0.6108
159,1.6872,0.5698,0.6104
160,1.6749,0.5732,0.6078
161,1.6833,0.5718,0.6064
162,1.6685,0.5748,0.6104
163,1.6718,0.5739,0.6064
164,1.6685,0.5766,0.6076
165,1.6639,0.5755,0.6096
166,1.6732,0.5738,0.6090
167,1.6586,0.5790,0.6076
168,1.6612,0.5747,0.6028
169,1.6548,0.5773,0.6072
170,1.5175,0.6128,0.6192
171,1.4743,0.6244,0.6092
172,1.4525,0.6299,0.6110
173,1.4321,0.6350,0.6048
174,1.4026,0.6451,0.6084
175,1.3816,0.6523,0.6084
176,1.3551,0.6564,0.6080
177,1.3437,0.6620,0.6034
178,1.3216,0.6638,0.6036
179,1.3099,0.6672,0.6056
180,1.2920,0.6710,0.6052
181,1.2751,0.6795,0.6012
1 epoch loss acc val_acc
2 1 4.6111 0.0539 0.1606
3 2 4.1554 0.1121 0.2016
4 3 3.9698 0.1438 0.2324
5 4 3.8258 0.1750 0.2612
6 5 3.7040 0.2000 0.2908
7 6 3.6025 0.2217 0.3138
8 7 3.5213 0.2412 0.3348
9 8 3.4561 0.2507 0.3418
10 9 3.3904 0.2664 0.3570
11 10 3.3281 0.2784 0.3718
12 11 3.2696 0.2877 0.3764
13 12 3.2280 0.2971 0.3966
14 13 3.1749 0.3045 0.3930
15 14 3.1283 0.3144 0.4002
16 15 3.0904 0.3197 0.4080
17 16 3.0525 0.3277 0.4120
18 17 3.0162 0.3331 0.4172
19 18 2.9775 0.3379 0.4214
20 19 2.9446 0.3446 0.4296
21 20 2.9192 0.3487 0.4392
22 21 2.8795 0.3553 0.4390
23 22 2.8595 0.3572 0.4464
24 23 2.8201 0.3671 0.4504
25 24 2.7930 0.3704 0.4582
26 25 2.7666 0.3756 0.4608
27 26 2.7418 0.3781 0.4638
28 27 2.7214 0.3799 0.4654
29 28 2.6927 0.3883 0.4784
30 29 2.6717 0.3904 0.4746
31 30 2.6494 0.3914 0.4780
32 31 2.6299 0.3979 0.4856
33 32 2.6115 0.3998 0.4836
34 33 2.5850 0.4037 0.4880
35 34 2.5718 0.4058 0.4894
36 35 2.5569 0.4073 0.4994
37 36 2.5280 0.4147 0.4972
38 37 2.5168 0.4144 0.4994
39 38 2.5050 0.4187 0.5016
40 39 2.4704 0.4251 0.5062
41 40 2.4709 0.4240 0.5136
42 41 2.4422 0.4279 0.5088
43 42 2.4363 0.4320 0.5132
44 43 2.4196 0.4321 0.5208
45 44 2.4061 0.4330 0.5178
46 45 2.3868 0.4397 0.5206
47 46 2.3711 0.4401 0.5190
48 47 2.3627 0.4411 0.5178
49 48 2.3435 0.4450 0.5288
50 49 2.3377 0.4439 0.5316
51 50 2.3218 0.4489 0.5318
52 51 2.3060 0.4525 0.5246
53 52 2.2923 0.4548 0.5316
54 53 2.2754 0.4575 0.5326
55 54 2.2698 0.4586 0.5256
56 55 2.2644 0.4568 0.5334
57 56 2.2499 0.4630 0.5296
58 57 2.2486 0.4589 0.5352
59 58 2.2343 0.4623 0.5410
60 59 2.2115 0.4688 0.5424
61 60 2.2046 0.4697 0.5410
62 61 2.2029 0.4682 0.5360
63 62 2.1877 0.4695 0.5468
64 63 2.1851 0.4732 0.5458
65 64 2.1787 0.4705 0.5438
66 65 2.1570 0.4750 0.5508
67 66 2.1489 0.4797 0.5406
68 67 2.1423 0.4799 0.5528
69 68 2.1313 0.4831 0.5538
70 69 2.1251 0.4838 0.5540
71 70 2.1206 0.4830 0.5530
72 71 2.1012 0.4886 0.5578
73 72 2.0983 0.4867 0.5522
74 73 2.0967 0.4896 0.5534
75 74 2.0720 0.4973 0.5560
76 75 2.0802 0.4911 0.5628
77 76 2.0690 0.4954 0.5688
78 77 2.0655 0.4941 0.5604
79 78 2.0495 0.4977 0.5612
80 79 2.0530 0.4980 0.5626
81 80 2.0374 0.5006 0.5650
82 81 2.0344 0.5036 0.5654
83 82 2.0181 0.5051 0.5666
84 83 2.0192 0.5035 0.5624
85 84 2.0188 0.5034 0.5674
86 85 2.0066 0.5075 0.5662
87 86 1.9995 0.5044 0.5648
88 87 1.9954 0.5069 0.5722
89 88 1.9858 0.5082 0.5662
90 89 1.9832 0.5102 0.5686
91 90 1.9738 0.5110 0.5714
92 91 1.9741 0.5108 0.5732
93 92 1.9647 0.5154 0.5734
94 93 1.9502 0.5167 0.5694
95 94 1.9537 0.5169 0.5792
96 95 1.9455 0.5186 0.5728
97 96 1.9374 0.5223 0.5758
98 97 1.9283 0.5200 0.5770
99 98 1.9329 0.5219 0.5770
100 99 1.9197 0.5253 0.5750
101 100 1.9179 0.5233 0.5790
102 101 1.9152 0.5214 0.5802
103 102 1.9099 0.5264 0.5802
104 103 1.8992 0.5259 0.5746
105 104 1.8975 0.5267 0.5802
106 105 1.8868 0.5307 0.5822
107 106 1.8872 0.5263 0.5842
108 107 1.8781 0.5337 0.5840
109 108 1.8624 0.5354 0.5860
110 109 1.8786 0.5308 0.5842
111 110 1.8652 0.5341 0.5858
112 111 1.8622 0.5353 0.5892
113 112 1.8595 0.5337 0.5806
114 113 1.8596 0.5331 0.5830
115 114 1.8465 0.5395 0.5880
116 115 1.8522 0.5332 0.5880
117 116 1.8420 0.5388 0.5878
118 117 1.8306 0.5404 0.5846
119 118 1.8399 0.5390 0.5904
120 119 1.8271 0.5393 0.5884
121 120 1.8150 0.5451 0.5888
122 121 1.8148 0.5450 0.5932
123 122 1.8180 0.5410 0.5954
124 123 1.8104 0.5462 0.5938
125 124 1.8008 0.5478 0.5940
126 125 1.8053 0.5463 0.5896
127 126 1.8038 0.5456 0.5898
128 127 1.7835 0.5528 0.5960
129 128 1.7814 0.5499 0.5908
130 129 1.7831 0.5498 0.5886
131 130 1.7818 0.5494 0.5926
132 131 1.7841 0.5508 0.5944
133 132 1.7773 0.5502 0.5966
134 133 1.7724 0.5534 0.5986
135 134 1.7657 0.5542 0.5992
136 135 1.7687 0.5508 0.5978
137 136 1.7619 0.5511 0.5948
138 137 1.7594 0.5557 0.5972
139 138 1.7447 0.5620 0.6054
140 139 1.7465 0.5596 0.5986
141 140 1.7482 0.5584 0.6036
142 141 1.7401 0.5607 0.6008
143 142 1.7431 0.5593 0.5938
144 143 1.7323 0.5629 0.6024
145 144 1.7235 0.5627 0.6000
146 145 1.7126 0.5642 0.6022
147 146 1.7300 0.5611 0.5970
148 147 1.7172 0.5647 0.6012
149 148 1.7172 0.5643 0.6056
150 149 1.7110 0.5662 0.5992
151 150 1.7170 0.5639 0.6022
152 151 1.7009 0.5689 0.6020
153 152 1.7045 0.5676 0.6048
154 153 1.7047 0.5640 0.6010
155 154 1.7029 0.5670 0.6070
156 155 1.6971 0.5678 0.6066
157 156 1.6910 0.5715 0.6020
158 157 1.6912 0.5716 0.6082
159 158 1.6932 0.5685 0.6108
160 159 1.6872 0.5698 0.6104
161 160 1.6749 0.5732 0.6078
162 161 1.6833 0.5718 0.6064
163 162 1.6685 0.5748 0.6104
164 163 1.6718 0.5739 0.6064
165 164 1.6685 0.5766 0.6076
166 165 1.6639 0.5755 0.6096
167 166 1.6732 0.5738 0.6090
168 167 1.6586 0.5790 0.6076
169 168 1.6612 0.5747 0.6028
170 169 1.6548 0.5773 0.6072
171 170 1.5175 0.6128 0.6192
172 171 1.4743 0.6244 0.6092
173 172 1.4525 0.6299 0.6110
174 173 1.4321 0.6350 0.6048
175 174 1.4026 0.6451 0.6084
176 175 1.3816 0.6523 0.6084
177 176 1.3551 0.6564 0.6080
178 177 1.3437 0.6620 0.6034
179 178 1.3216 0.6638 0.6036
180 179 1.3099 0.6672 0.6056
181 180 1.2920 0.6710 0.6052
182 181 1.2751 0.6795 0.6012

182
tikz/validation-curve/cifar100_baseline_20170427-0044-07_history.csv
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@ -1,182 +0,0 @@
epoch,loss,acc,val_acc
1,4.6113,0.0539,0.1606
2,4.1555,0.1116,0.2038
3,3.9700,0.1445,0.2350
4,3.8259,0.1746,0.2614
5,3.7042,0.2010,0.2904
6,3.6025,0.2212,0.3154
7,3.5213,0.2404,0.3348
8,3.4560,0.2508,0.3432
9,3.3902,0.2661,0.3588
10,3.3277,0.2785,0.3718
11,3.2692,0.2870,0.3724
12,3.2276,0.2960,0.3940
13,3.1745,0.3039,0.3932
14,3.1278,0.3145,0.3974
15,3.0901,0.3195,0.4026
16,3.0519,0.3279,0.4136
17,3.0153,0.3330,0.4156
18,2.9772,0.3385,0.4226
19,2.9448,0.3446,0.4330
20,2.9188,0.3478,0.4386
21,2.8794,0.3552,0.4378
22,2.8595,0.3571,0.4456
23,2.8200,0.3674,0.4526
24,2.7925,0.3698,0.4584
25,2.7665,0.3755,0.4636
26,2.7414,0.3780,0.4642
27,2.7208,0.3805,0.4610
28,2.6928,0.3888,0.4770
29,2.6712,0.3913,0.4734
30,2.6491,0.3915,0.4776
31,2.6293,0.3986,0.4832
32,2.6117,0.3999,0.4836
33,2.5844,0.4044,0.4848
34,2.5705,0.4054,0.4916
35,2.5565,0.4087,0.4998
36,2.5279,0.4149,0.4972
37,2.5163,0.4151,0.4960
38,2.5046,0.4186,0.4986
39,2.4699,0.4254,0.5102
40,2.4700,0.4229,0.5102
41,2.4426,0.4286,0.5098
42,2.4354,0.4319,0.5124
43,2.4191,0.4320,0.5172
44,2.4058,0.4340,0.5146
45,2.3862,0.4397,0.5198
46,2.3707,0.4399,0.5196
47,2.3623,0.4418,0.5164
48,2.3424,0.4456,0.5250
49,2.3369,0.4447,0.5330
50,2.3222,0.4487,0.5322
51,2.3040,0.4526,0.5276
52,2.2922,0.4545,0.5250
53,2.2752,0.4573,0.5292
54,2.2698,0.4573,0.5242
55,2.2634,0.4573,0.5330
56,2.2487,0.4631,0.5248
57,2.2472,0.4596,0.5332
58,2.2345,0.4626,0.5396
59,2.2109,0.4694,0.5402
60,2.2035,0.4703,0.5408
61,2.2014,0.4687,0.5344
62,2.1870,0.4699,0.5434
63,2.1847,0.4737,0.5466
64,2.1792,0.4699,0.5444
65,2.1578,0.4750,0.5486
66,2.1482,0.4801,0.5426
67,2.1417,0.4808,0.5536
68,2.1316,0.4830,0.5542
69,2.1241,0.4827,0.5490
70,2.1186,0.4835,0.5554
71,2.0990,0.4872,0.5586
72,2.0980,0.4868,0.5546
73,2.0965,0.4897,0.5548
74,2.0724,0.4955,0.5562
75,2.0797,0.4913,0.5602
76,2.0677,0.4958,0.5622
77,2.0651,0.4941,0.5634
78,2.0492,0.4980,0.5584
79,2.0540,0.4972,0.5600
80,2.0362,0.5004,0.5668
81,2.0346,0.5019,0.5648
82,2.0189,0.5049,0.5678
83,2.0178,0.5027,0.5622
84,2.0190,0.5032,0.5672
85,2.0066,0.5089,0.5684
86,1.9973,0.5048,0.5646
87,1.9935,0.5081,0.5750
88,1.9851,0.5070,0.5712
89,1.9827,0.5112,0.5692
90,1.9749,0.5126,0.5732
91,1.9736,0.5107,0.5776
92,1.9653,0.5162,0.5754
93,1.9492,0.5166,0.5734
94,1.9539,0.5162,0.5776
95,1.9432,0.5201,0.5748
96,1.9363,0.5221,0.5804
97,1.9277,0.5194,0.5782
98,1.9336,0.5199,0.5754
99,1.9179,0.5241,0.5750
100,1.9163,0.5238,0.5792
101,1.9129,0.5226,0.5840
102,1.9090,0.5264,0.5830
103,1.8984,0.5251,0.5788
104,1.8970,0.5276,0.5808
105,1.8858,0.5306,0.5804
106,1.8872,0.5251,0.5876
107,1.8772,0.5342,0.5850
108,1.8612,0.5346,0.5836
109,1.8774,0.5300,0.5828
110,1.8643,0.5320,0.5854
111,1.8620,0.5346,0.5924
112,1.8571,0.5333,0.5828
113,1.8576,0.5347,0.5812
114,1.8447,0.5383,0.5912
115,1.8507,0.5340,0.5872
116,1.8403,0.5379,0.5898
117,1.8290,0.5399,0.5882
118,1.8393,0.5386,0.5950
119,1.8252,0.5409,0.5886
120,1.8129,0.5445,0.5896
121,1.8140,0.5449,0.5950
122,1.8158,0.5421,0.5972
123,1.8087,0.5449,0.5994
124,1.8003,0.5491,0.5936
125,1.8022,0.5484,0.5918
126,1.8009,0.5448,0.5920
127,1.7822,0.5517,0.5906
128,1.7818,0.5475,0.5892
129,1.7811,0.5521,0.5918
130,1.7820,0.5502,0.5936
131,1.7809,0.5515,0.5928
132,1.7782,0.5511,0.5982
133,1.7734,0.5515,0.5988
134,1.7640,0.5560,0.5998
135,1.7646,0.5529,0.5974
136,1.7597,0.5531,0.6044
137,1.7581,0.5550,0.5994
138,1.7409,0.5622,0.6016
139,1.7468,0.5592,0.5978
140,1.7441,0.5602,0.6044
141,1.7377,0.5629,0.5962
142,1.7406,0.5596,0.5954
143,1.7297,0.5611,0.6078
144,1.7228,0.5631,0.5996
145,1.7122,0.5652,0.6022
146,1.7279,0.5618,0.6014
147,1.7125,0.5664,0.6022
148,1.7159,0.5628,0.6066
149,1.7109,0.5650,0.6026
150,1.7141,0.5632,0.6016
151,1.6975,0.5678,0.6024
152,1.7019,0.5676,0.6038
153,1.7038,0.5646,0.6062
154,1.7006,0.5672,0.6108
155,1.6969,0.5693,0.6080
156,1.6912,0.5715,0.6060
157,1.6904,0.5710,0.6066
158,1.6884,0.5695,0.6134
159,1.6855,0.5705,0.6072
160,1.6729,0.5733,0.6084
161,1.6807,0.5708,0.6018
162,1.6627,0.5784,0.6052
163,1.6681,0.5753,0.6102
164,1.6673,0.5753,0.6088
165,1.6587,0.5780,0.6054
166,1.6726,0.5726,0.6110
167,1.6565,0.5782,0.6108
168,1.6603,0.5744,0.6102
169,1.6524,0.5784,0.6110
170,1.5120,0.6146,0.6168
171,1.4692,0.6246,0.6108
172,1.4492,0.6324,0.6130
173,1.4283,0.6362,0.6104
174,1.4006,0.6448,0.6080
175,1.3785,0.6510,0.6112
176,1.3561,0.6554,0.6114
177,1.3413,0.6614,0.6070
178,1.3186,0.6656,0.6088
179,1.3090,0.6667,0.6020
180,1.2886,0.6751,0.6110
181,1.2711,0.6797,0.6056
1 epoch loss acc val_acc
2 1 4.6113 0.0539 0.1606
3 2 4.1555 0.1116 0.2038
4 3 3.9700 0.1445 0.2350
5 4 3.8259 0.1746 0.2614
6 5 3.7042 0.2010 0.2904
7 6 3.6025 0.2212 0.3154
8 7 3.5213 0.2404 0.3348
9 8 3.4560 0.2508 0.3432
10 9 3.3902 0.2661 0.3588
11 10 3.3277 0.2785 0.3718
12 11 3.2692 0.2870 0.3724
13 12 3.2276 0.2960 0.3940
14 13 3.1745 0.3039 0.3932
15 14 3.1278 0.3145 0.3974
16 15 3.0901 0.3195 0.4026
17 16 3.0519 0.3279 0.4136
18 17 3.0153 0.3330 0.4156
19 18 2.9772 0.3385 0.4226
20 19 2.9448 0.3446 0.4330
21 20 2.9188 0.3478 0.4386
22 21 2.8794 0.3552 0.4378
23 22 2.8595 0.3571 0.4456
24 23 2.8200 0.3674 0.4526
25 24 2.7925 0.3698 0.4584
26 25 2.7665 0.3755 0.4636
27 26 2.7414 0.3780 0.4642
28 27 2.7208 0.3805 0.4610
29 28 2.6928 0.3888 0.4770
30 29 2.6712 0.3913 0.4734
31 30 2.6491 0.3915 0.4776
32 31 2.6293 0.3986 0.4832
33 32 2.6117 0.3999 0.4836
34 33 2.5844 0.4044 0.4848
35 34 2.5705 0.4054 0.4916
36 35 2.5565 0.4087 0.4998
37 36 2.5279 0.4149 0.4972
38 37 2.5163 0.4151 0.4960
39 38 2.5046 0.4186 0.4986
40 39 2.4699 0.4254 0.5102
41 40 2.4700 0.4229 0.5102
42 41 2.4426 0.4286 0.5098
43 42 2.4354 0.4319 0.5124
44 43 2.4191 0.4320 0.5172
45 44 2.4058 0.4340 0.5146
46 45 2.3862 0.4397 0.5198
47 46 2.3707 0.4399 0.5196
48 47 2.3623 0.4418 0.5164
49 48 2.3424 0.4456 0.5250
50 49 2.3369 0.4447 0.5330
51 50 2.3222 0.4487 0.5322
52 51 2.3040 0.4526 0.5276
53 52 2.2922 0.4545 0.5250
54 53 2.2752 0.4573 0.5292
55 54 2.2698 0.4573 0.5242
56 55 2.2634 0.4573 0.5330
57 56 2.2487 0.4631 0.5248
58 57 2.2472 0.4596 0.5332
59 58 2.2345 0.4626 0.5396
60 59 2.2109 0.4694 0.5402
61 60 2.2035 0.4703 0.5408
62 61 2.2014 0.4687 0.5344
63 62 2.1870 0.4699 0.5434
64 63 2.1847 0.4737 0.5466
65 64 2.1792 0.4699 0.5444
66 65 2.1578 0.4750 0.5486
67 66 2.1482 0.4801 0.5426
68 67 2.1417 0.4808 0.5536
69 68 2.1316 0.4830 0.5542
70 69 2.1241 0.4827 0.5490
71 70 2.1186 0.4835 0.5554
72 71 2.0990 0.4872 0.5586
73 72 2.0980 0.4868 0.5546
74 73 2.0965 0.4897 0.5548
75 74 2.0724 0.4955 0.5562
76 75 2.0797 0.4913 0.5602
77 76 2.0677 0.4958 0.5622
78 77 2.0651 0.4941 0.5634
79 78 2.0492 0.4980 0.5584
80 79 2.0540 0.4972 0.5600
81 80 2.0362 0.5004 0.5668
82 81 2.0346 0.5019 0.5648
83 82 2.0189 0.5049 0.5678
84 83 2.0178 0.5027 0.5622
85 84 2.0190 0.5032 0.5672
86 85 2.0066 0.5089 0.5684
87 86 1.9973 0.5048 0.5646
88 87 1.9935 0.5081 0.5750
89 88 1.9851 0.5070 0.5712
90 89 1.9827 0.5112 0.5692
91 90 1.9749 0.5126 0.5732
92 91 1.9736 0.5107 0.5776
93 92 1.9653 0.5162 0.5754
94 93 1.9492 0.5166 0.5734
95 94 1.9539 0.5162 0.5776
96 95 1.9432 0.5201 0.5748
97 96 1.9363 0.5221 0.5804
98 97 1.9277 0.5194 0.5782
99 98 1.9336 0.5199 0.5754
100 99 1.9179 0.5241 0.5750
101 100 1.9163 0.5238 0.5792
102 101 1.9129 0.5226 0.5840
103 102 1.9090 0.5264 0.5830
104 103 1.8984 0.5251 0.5788
105 104 1.8970 0.5276 0.5808
106 105 1.8858 0.5306 0.5804
107 106 1.8872 0.5251 0.5876
108 107 1.8772 0.5342 0.5850
109 108 1.8612 0.5346 0.5836
110 109 1.8774 0.5300 0.5828
111 110 1.8643 0.5320 0.5854
112 111 1.8620 0.5346 0.5924
113 112 1.8571 0.5333 0.5828
114 113 1.8576 0.5347 0.5812
115 114 1.8447 0.5383 0.5912
116 115 1.8507 0.5340 0.5872
117 116 1.8403 0.5379 0.5898
118 117 1.8290 0.5399 0.5882
119 118 1.8393 0.5386 0.5950
120 119 1.8252 0.5409 0.5886
121 120 1.8129 0.5445 0.5896
122 121 1.8140 0.5449 0.5950
123 122 1.8158 0.5421 0.5972
124 123 1.8087 0.5449 0.5994
125 124 1.8003 0.5491 0.5936
126 125 1.8022 0.5484 0.5918
127 126 1.8009 0.5448 0.5920
128 127 1.7822 0.5517 0.5906
129 128 1.7818 0.5475 0.5892
130 129 1.7811 0.5521 0.5918
131 130 1.7820 0.5502 0.5936
132 131 1.7809 0.5515 0.5928
133 132 1.7782 0.5511 0.5982
134 133 1.7734 0.5515 0.5988
135 134 1.7640 0.5560 0.5998
136 135 1.7646 0.5529 0.5974
137 136 1.7597 0.5531 0.6044
138 137 1.7581 0.5550 0.5994
139 138 1.7409 0.5622 0.6016
140 139 1.7468 0.5592 0.5978
141 140 1.7441 0.5602 0.6044
142 141 1.7377 0.5629 0.5962
143 142 1.7406 0.5596 0.5954
144 143 1.7297 0.5611 0.6078
145 144 1.7228 0.5631 0.5996
146 145 1.7122 0.5652 0.6022
147 146 1.7279 0.5618 0.6014
148 147 1.7125 0.5664 0.6022
149 148 1.7159 0.5628 0.6066
150 149 1.7109 0.5650 0.6026
151 150 1.7141 0.5632 0.6016
152 151 1.6975 0.5678 0.6024
153 152 1.7019 0.5676 0.6038
154 153 1.7038 0.5646 0.6062
155 154 1.7006 0.5672 0.6108
156 155 1.6969 0.5693 0.6080
157 156 1.6912 0.5715 0.6060
158 157 1.6904 0.5710 0.6066
159 158 1.6884 0.5695 0.6134
160 159 1.6855 0.5705 0.6072
161 160 1.6729 0.5733 0.6084
162 161 1.6807 0.5708 0.6018
163 162 1.6627 0.5784 0.6052
164 163 1.6681 0.5753 0.6102
165 164 1.6673 0.5753 0.6088
166 165 1.6587 0.5780 0.6054
167 166 1.6726 0.5726 0.6110
168 167 1.6565 0.5782 0.6108
169 168 1.6603 0.5744 0.6102
170 169 1.6524 0.5784 0.6110
171 170 1.5120 0.6146 0.6168
172 171 1.4692 0.6246 0.6108
173 172 1.4492 0.6324 0.6130
174 173 1.4283 0.6362 0.6104
175 174 1.4006 0.6448 0.6080
176 175 1.3785 0.6510 0.6112
177 176 1.3561 0.6554 0.6114
178 177 1.3413 0.6614 0.6070
179 178 1.3186 0.6656 0.6088
180 179 1.3090 0.6667 0.6020
181 180 1.2886 0.6751 0.6110
182 181 1.2711 0.6797 0.6056

198
tikz/validation-curve/cifar100_baseline_20170427-0153-59_history.csv
View file

@ -1,198 +0,0 @@
epoch,loss,acc,val_acc
1,4.6113,0.0540,0.1614
2,4.1555,0.1120,0.2030
3,3.9698,0.1436,0.2356
4,3.8254,0.1760,0.2628
5,3.7037,0.1994,0.2922
6,3.6023,0.2215,0.3134
7,3.5211,0.2406,0.3360
8,3.4558,0.2511,0.3428
9,3.3897,0.2664,0.3568
10,3.3281,0.2788,0.3706
11,3.2697,0.2872,0.3738
12,3.2280,0.2957,0.3946
13,3.1751,0.3046,0.3930
14,3.1287,0.3138,0.4012
15,3.0903,0.3197,0.4064
16,3.0522,0.3280,0.4120
17,3.0164,0.3333,0.4162
18,2.9773,0.3382,0.4196
19,2.9452,0.3448,0.4284
20,2.9197,0.3483,0.4374
21,2.8798,0.3562,0.4394
22,2.8594,0.3574,0.4450
23,2.8205,0.3670,0.4482
24,2.7929,0.3695,0.4608
25,2.7663,0.3753,0.4620
26,2.7406,0.3779,0.4626
27,2.7208,0.3800,0.4630
28,2.6926,0.3875,0.4762
29,2.6717,0.3913,0.4756
30,2.6492,0.3918,0.4784
31,2.6294,0.3981,0.4848
32,2.6108,0.4003,0.4814
33,2.5845,0.4037,0.4876
34,2.5706,0.4060,0.4896
35,2.5567,0.4077,0.5006
36,2.5267,0.4147,0.4968
37,2.5164,0.4152,0.4964
38,2.5043,0.4185,0.5020
39,2.4694,0.4250,0.5104
40,2.4698,0.4234,0.5110
41,2.4419,0.4292,0.5110
42,2.4353,0.4310,0.5128
43,2.4190,0.4333,0.5174
44,2.4053,0.4338,0.5142
45,2.3861,0.4408,0.5154
46,2.3705,0.4416,0.5154
47,2.3621,0.4418,0.5146
48,2.3431,0.4453,0.5262
49,2.3377,0.4435,0.5318
50,2.3211,0.4495,0.5308
51,2.3043,0.4529,0.5284
52,2.2924,0.4545,0.5256
53,2.2763,0.4561,0.5284
54,2.2698,0.4579,0.5246
55,2.2645,0.4574,0.5310
56,2.2501,0.4626,0.5272
57,2.2475,0.4605,0.5306
58,2.2336,0.4627,0.5372
59,2.2115,0.4691,0.5402
60,2.2041,0.4692,0.5382
61,2.2035,0.4709,0.5336
62,2.1884,0.4690,0.5432
63,2.1851,0.4735,0.5470
64,2.1793,0.4714,0.5434
65,2.1569,0.4748,0.5496
66,2.1492,0.4805,0.5420
67,2.1425,0.4795,0.5550
68,2.1310,0.4834,0.5522
69,2.1256,0.4830,0.5492
70,2.1196,0.4833,0.5540
71,2.1000,0.4880,0.5564
72,2.0990,0.4866,0.5528
73,2.0976,0.4885,0.5568
74,2.0724,0.4951,0.5564
75,2.0798,0.4921,0.5620
76,2.0699,0.4935,0.5638
77,2.0661,0.4953,0.5606
78,2.0505,0.4986,0.5578
79,2.0542,0.4968,0.5638
80,2.0382,0.5003,0.5620
81,2.0335,0.5034,0.5604
82,2.0190,0.5049,0.5646
83,2.0192,0.5021,0.5612
84,2.0194,0.5018,0.5668
85,2.0074,0.5071,0.5676
86,1.9984,0.5048,0.5646
87,1.9958,0.5087,0.5672
88,1.9858,0.5079,0.5660
89,1.9848,0.5112,0.5720
90,1.9748,0.5106,0.5702
91,1.9743,0.5114,0.5704
92,1.9644,0.5154,0.5730
93,1.9504,0.5168,0.5670
94,1.9541,0.5174,0.5750
95,1.9463,0.5182,0.5732
96,1.9377,0.5201,0.5746
97,1.9287,0.5197,0.5754
98,1.9355,0.5197,0.5774
99,1.9210,0.5242,0.5776
100,1.9195,0.5227,0.5800
101,1.9142,0.5201,0.5796
102,1.9102,0.5267,0.5812
103,1.9002,0.5244,0.5778
104,1.8984,0.5284,0.5800
105,1.8874,0.5306,0.5796
106,1.8894,0.5247,0.5868
107,1.8779,0.5344,0.5836
108,1.8636,0.5351,0.5870
109,1.8784,0.5302,0.5816
110,1.8664,0.5335,0.5840
111,1.8630,0.5323,0.5878
112,1.8609,0.5326,0.5854
113,1.8603,0.5328,0.5808
114,1.8462,0.5393,0.5872
115,1.8519,0.5324,0.5844
116,1.8426,0.5395,0.5924
117,1.8307,0.5401,0.5878
118,1.8405,0.5364,0.5912
119,1.8268,0.5405,0.5902
120,1.8153,0.5440,0.5918
121,1.8160,0.5448,0.5930
122,1.8188,0.5420,0.5948
123,1.8100,0.5463,0.5908
124,1.8031,0.5466,0.5940
125,1.8079,0.5450,0.5888
126,1.8016,0.5457,0.5856
127,1.7847,0.5521,0.5924
128,1.7816,0.5491,0.5928
129,1.7839,0.5497,0.5898
130,1.7825,0.5504,0.5906
131,1.7823,0.5512,0.5942
132,1.7787,0.5515,0.5950
133,1.7729,0.5539,0.6006
134,1.7661,0.5563,0.5938
135,1.7667,0.5522,0.5952
136,1.7616,0.5525,0.5974
137,1.7595,0.5549,0.5996
138,1.7419,0.5615,0.6020
139,1.7498,0.5586,0.6016
140,1.7475,0.5588,0.5994
141,1.7417,0.5615,0.5992
142,1.7442,0.5585,0.5966
143,1.7332,0.5612,0.5996
144,1.7240,0.5630,0.5982
145,1.7147,0.5637,0.6026
146,1.7309,0.5608,0.6002
147,1.7149,0.5682,0.6006
148,1.7189,0.5630,0.6054
149,1.7138,0.5662,0.6022
150,1.7165,0.5636,0.6012
151,1.7001,0.5686,0.6056
152,1.7044,0.5677,0.6024
153,1.7049,0.5650,0.6010
154,1.7036,0.5677,0.6096
155,1.6959,0.5687,0.6068
156,1.6902,0.5723,0.6044
157,1.6911,0.5707,0.6048
158,1.6900,0.5697,0.6122
159,1.6864,0.5705,0.6086
160,1.6730,0.5741,0.6068
161,1.6835,0.5710,0.6048
162,1.6674,0.5793,0.6076
163,1.6717,0.5725,0.6014
164,1.6702,0.5742,0.6128
165,1.6624,0.5773,0.6092
166,1.6738,0.5721,0.6114
167,1.6582,0.5791,0.6134
168,1.6617,0.5752,0.6092
169,1.6539,0.5768,0.6066
170,1.6596,0.5768,0.6078
171,1.6439,0.5816,0.6178
172,1.6509,0.5788,0.6106
173,1.6532,0.5773,0.6138
174,1.6408,0.5819,0.6084
175,1.6432,0.5802,0.6122
176,1.6365,0.5824,0.6142
177,1.6296,0.5817,0.6116
178,1.6360,0.5802,0.6074
179,1.6325,0.5823,0.6124
180,1.6273,0.5827,0.6104
181,1.6293,0.5845,0.6100
182,1.6205,0.5858,0.6168
183,1.4877,0.6187,0.6098
184,1.4372,0.6328,0.6164
185,1.4129,0.6412,0.6130
186,1.3911,0.6441,0.6168
187,1.3616,0.6528,0.6130
188,1.3411,0.6588,0.6094
189,1.3230,0.6635,0.6120
190,1.3062,0.6677,0.6106
191,1.2862,0.6752,0.6116
192,1.2731,0.6777,0.6078
193,1.2507,0.6836,0.6014
194,1.2279,0.6898,0.6098
195,1.2241,0.6912,0.6066
196,1.2030,0.6941,0.6046
197,1.1954,0.6972,0.6012
1 epoch loss acc val_acc
2 1 4.6113 0.0540 0.1614
3 2 4.1555 0.1120 0.2030
4 3 3.9698 0.1436 0.2356
5 4 3.8254 0.1760 0.2628
6 5 3.7037 0.1994 0.2922
7 6 3.6023 0.2215 0.3134
8 7 3.5211 0.2406 0.3360
9 8 3.4558 0.2511 0.3428
10 9 3.3897 0.2664 0.3568
11 10 3.3281 0.2788 0.3706
12 11 3.2697 0.2872 0.3738
13 12 3.2280 0.2957 0.3946
14 13 3.1751 0.3046 0.3930
15 14 3.1287 0.3138 0.4012
16 15 3.0903 0.3197 0.4064
17 16 3.0522 0.3280 0.4120
18 17 3.0164 0.3333 0.4162
19 18 2.9773 0.3382 0.4196
20 19 2.9452 0.3448 0.4284
21 20 2.9197 0.3483 0.4374
22 21 2.8798 0.3562 0.4394
23 22 2.8594 0.3574 0.4450
24 23 2.8205 0.3670 0.4482
25 24 2.7929 0.3695 0.4608
26 25 2.7663 0.3753 0.4620
27 26 2.7406 0.3779 0.4626
28 27 2.7208 0.3800 0.4630
29 28 2.6926 0.3875 0.4762
30 29 2.6717 0.3913 0.4756
31 30 2.6492 0.3918 0.4784
32 31 2.6294 0.3981 0.4848
33 32 2.6108 0.4003 0.4814
34 33 2.5845 0.4037 0.4876
35 34 2.5706 0.4060 0.4896
36 35 2.5567 0.4077 0.5006
37 36 2.5267 0.4147 0.4968
38 37 2.5164 0.4152 0.4964
39 38 2.5043 0.4185 0.5020
40 39 2.4694 0.4250 0.5104
41 40 2.4698 0.4234 0.5110
42 41 2.4419 0.4292 0.5110
43 42 2.4353 0.4310 0.5128
44 43 2.4190 0.4333 0.5174
45 44 2.4053 0.4338 0.5142
46 45 2.3861 0.4408 0.5154
47 46 2.3705 0.4416 0.5154
48 47 2.3621 0.4418 0.5146
49 48 2.3431 0.4453 0.5262
50 49 2.3377 0.4435 0.5318
51 50 2.3211 0.4495 0.5308
52 51 2.3043 0.4529 0.5284
53 52 2.2924 0.4545 0.5256
54 53 2.2763 0.4561 0.5284
55 54 2.2698 0.4579 0.5246
56 55 2.2645 0.4574 0.5310
57 56 2.2501 0.4626 0.5272
58 57 2.2475 0.4605 0.5306
59 58 2.2336 0.4627 0.5372
60 59 2.2115 0.4691 0.5402
61 60 2.2041 0.4692 0.5382
62 61 2.2035 0.4709 0.5336
63 62 2.1884 0.4690 0.5432
64 63 2.1851 0.4735 0.5470
65 64 2.1793 0.4714 0.5434
66 65 2.1569 0.4748 0.5496
67 66 2.1492 0.4805 0.5420
68 67 2.1425 0.4795 0.5550
69 68 2.1310 0.4834 0.5522
70 69 2.1256 0.4830 0.5492
71 70 2.1196 0.4833 0.5540
72 71 2.1000 0.4880 0.5564
73 72 2.0990 0.4866 0.5528
74 73 2.0976 0.4885 0.5568
75 74 2.0724 0.4951 0.5564
76 75 2.0798 0.4921 0.5620
77 76 2.0699 0.4935 0.5638
78 77 2.0661 0.4953 0.5606
79 78 2.0505 0.4986 0.5578
80 79 2.0542 0.4968 0.5638
81 80 2.0382 0.5003 0.5620
82 81 2.0335 0.5034 0.5604
83 82 2.0190 0.5049 0.5646
84 83 2.0192 0.5021 0.5612
85 84 2.0194 0.5018 0.5668
86 85 2.0074 0.5071 0.5676
87 86 1.9984 0.5048 0.5646
88 87 1.9958 0.5087 0.5672
89 88 1.9858 0.5079 0.5660
90 89 1.9848 0.5112 0.5720
91 90 1.9748 0.5106 0.5702
92 91 1.9743 0.5114 0.5704
93 92 1.9644 0.5154 0.5730
94 93 1.9504 0.5168 0.5670
95 94 1.9541 0.5174 0.5750
96 95 1.9463 0.5182 0.5732
97 96 1.9377 0.5201 0.5746
98 97 1.9287 0.5197 0.5754
99 98 1.9355 0.5197 0.5774
100 99 1.9210 0.5242 0.5776
101 100 1.9195 0.5227 0.5800
102 101 1.9142 0.5201 0.5796
103 102 1.9102 0.5267 0.5812
104 103 1.9002 0.5244 0.5778
105 104 1.8984 0.5284 0.5800
106 105 1.8874 0.5306 0.5796
107 106 1.8894 0.5247 0.5868
108 107 1.8779 0.5344 0.5836
109 108 1.8636 0.5351 0.5870
110 109 1.8784 0.5302 0.5816
111 110 1.8664 0.5335 0.5840
112 111 1.8630 0.5323 0.5878
113 112 1.8609 0.5326 0.5854
114 113 1.8603 0.5328 0.5808
115 114 1.8462 0.5393 0.5872
116 115 1.8519 0.5324 0.5844
117 116 1.8426 0.5395 0.5924
118 117 1.8307 0.5401 0.5878
119 118 1.8405 0.5364 0.5912
120 119 1.8268 0.5405 0.5902
121 120 1.8153 0.5440 0.5918
122 121 1.8160 0.5448 0.5930
123 122 1.8188 0.5420 0.5948
124 123 1.8100 0.5463 0.5908
125 124 1.8031 0.5466 0.5940
126 125 1.8079 0.5450 0.5888
127 126 1.8016 0.5457 0.5856
128 127 1.7847 0.5521 0.5924
129 128 1.7816 0.5491 0.5928
130 129 1.7839 0.5497 0.5898
131 130 1.7825 0.5504 0.5906
132 131 1.7823 0.5512 0.5942
133 132 1.7787 0.5515 0.5950
134 133 1.7729 0.5539 0.6006
135 134 1.7661 0.5563 0.5938
136 135 1.7667 0.5522 0.5952
137 136 1.7616 0.5525 0.5974
138 137 1.7595 0.5549 0.5996
139 138 1.7419 0.5615 0.6020
140 139 1.7498 0.5586 0.6016
141 140 1.7475 0.5588 0.5994
142 141 1.7417 0.5615 0.5992
143 142 1.7442 0.5585 0.5966
144 143 1.7332 0.5612 0.5996
145 144 1.7240 0.5630 0.5982
146 145 1.7147 0.5637 0.6026
147 146 1.7309 0.5608 0.6002
148 147 1.7149 0.5682 0.6006
149 148 1.7189 0.5630 0.6054
150 149 1.7138 0.5662 0.6022
151 150 1.7165 0.5636 0.6012
152 151 1.7001 0.5686 0.6056
153 152 1.7044 0.5677 0.6024
154 153 1.7049 0.5650 0.6010
155 154 1.7036 0.5677 0.6096
156 155 1.6959 0.5687 0.6068
157 156 1.6902 0.5723 0.6044
158 157 1.6911 0.5707 0.6048
159 158 1.6900 0.5697 0.6122
160 159 1.6864 0.5705 0.6086
161 160 1.6730 0.5741 0.6068
162 161 1.6835 0.5710 0.6048
163 162 1.6674 0.5793 0.6076
164 163 1.6717 0.5725 0.6014
165 164 1.6702 0.5742 0.6128
166 165 1.6624 0.5773 0.6092
167 166 1.6738 0.5721 0.6114
168 167 1.6582 0.5791 0.6134
169 168 1.6617 0.5752 0.6092
170 169 1.6539 0.5768 0.6066
171 170 1.6596 0.5768 0.6078
172 171 1.6439 0.5816 0.6178
173 172 1.6509 0.5788 0.6106
174 173 1.6532 0.5773 0.6138
175 174 1.6408 0.5819 0.6084
176 175 1.6432 0.5802 0.6122
177 176 1.6365 0.5824 0.6142
178 177 1.6296 0.5817 0.6116
179 178 1.6360 0.5802 0.6074
180 179 1.6325 0.5823 0.6124
181 180 1.6273 0.5827 0.6104
182 181 1.6293 0.5845 0.6100
183 182 1.6205 0.5858 0.6168
184 183 1.4877 0.6187 0.6098
185 184 1.4372 0.6328 0.6164
186 185 1.4129 0.6412 0.6130
187 186 1.3911 0.6441 0.6168
188 187 1.3616 0.6528 0.6130
189 188 1.3411 0.6588 0.6094
190 189 1.3230 0.6635 0.6120
191 190 1.3062 0.6677 0.6106
192 191 1.2862 0.6752 0.6116
193 192 1.2731 0.6777 0.6078
194 193 1.2507 0.6836 0.6014
195 194 1.2279 0.6898 0.6098
196 195 1.2241 0.6912 0.6066
197 196 1.2030 0.6941 0.6046
198 197 1.1954 0.6972 0.6012

233
tikz/validation-curve/cifar100_baseline_20170427-0309-44_history.csv
View file

@ -1,233 +0,0 @@
epoch,loss,acc,val_acc
1,4.6113,0.0542,0.1618
2,4.1558,0.1114,0.2014
3,3.9698,0.1444,0.2340
4,3.8250,0.1764,0.2598
5,3.7032,0.2010,0.2932
6,3.6024,0.2219,0.3120
7,3.5211,0.2414,0.3366
8,3.4561,0.2503,0.3414
9,3.3904,0.2665,0.3592
10,3.3277,0.2786,0.3730
11,3.2695,0.2874,0.3736
12,3.2277,0.2956,0.3920
13,3.1746,0.3054,0.3942
14,3.1283,0.3143,0.4002
15,3.0902,0.3199,0.4062
16,3.0524,0.3276,0.4130
17,3.0168,0.3332,0.4146
18,2.9780,0.3383,0.4188
19,2.9447,0.3437,0.4292
20,2.9200,0.3488,0.4384
21,2.8795,0.3561,0.4372
22,2.8599,0.3576,0.4450
23,2.8209,0.3670,0.4504
24,2.7929,0.3698,0.4584
25,2.7672,0.3750,0.4594
26,2.7416,0.3779,0.4640
27,2.7215,0.3796,0.4646
28,2.6934,0.3881,0.4796
29,2.6721,0.3896,0.4750
30,2.6501,0.3914,0.4786
31,2.6298,0.3968,0.4856
32,2.6115,0.3993,0.4826
33,2.5848,0.4034,0.4850
34,2.5714,0.4053,0.4904
35,2.5571,0.4081,0.5006
36,2.5285,0.4143,0.4974
37,2.5171,0.4135,0.4972
38,2.5051,0.4179,0.5016
39,2.4695,0.4245,0.5100
40,2.4708,0.4224,0.5114
41,2.4428,0.4286,0.5146
42,2.4367,0.4302,0.5116
43,2.4192,0.4324,0.5164
44,2.4065,0.4331,0.5154
45,2.3860,0.4413,0.5226
46,2.3712,0.4422,0.5138
47,2.3632,0.4417,0.5136
48,2.3430,0.4454,0.5276
49,2.3374,0.4449,0.5332
50,2.3228,0.4489,0.5328
51,2.3054,0.4523,0.5254
52,2.2938,0.4540,0.5260
53,2.2760,0.4571,0.5304
54,2.2701,0.4571,0.5250
55,2.2641,0.4572,0.5302
56,2.2510,0.4624,0.5262
57,2.2484,0.4605,0.5362
58,2.2343,0.4631,0.5380
59,2.2122,0.4699,0.5408
60,2.2049,0.4697,0.5434
61,2.2030,0.4693,0.5362
62,2.1893,0.4693,0.5422
63,2.1859,0.4740,0.5444
64,2.1795,0.4709,0.5426
65,2.1573,0.4757,0.5502
66,2.1486,0.4811,0.5440
67,2.1419,0.4794,0.5564
68,2.1321,0.4848,0.5550
69,2.1254,0.4832,0.5500
70,2.1214,0.4823,0.5540
71,2.1019,0.4867,0.5582
72,2.0985,0.4864,0.5526
73,2.0972,0.4888,0.5572
74,2.0726,0.4968,0.5584
75,2.0807,0.4912,0.5604
76,2.0699,0.4939,0.5630
77,2.0666,0.4935,0.5598
78,2.0498,0.4995,0.5582
79,2.0540,0.4963,0.5622
80,2.0375,0.5006,0.5610
81,2.0331,0.5029,0.5614
82,2.0184,0.5052,0.5680
83,2.0187,0.5022,0.5608
84,2.0187,0.5030,0.5674
85,2.0078,0.5086,0.5682
86,1.9998,0.5046,0.5660
87,1.9952,0.5077,0.5718
88,1.9861,0.5079,0.5702
89,1.9838,0.5110,0.5674
90,1.9749,0.5109,0.5736
91,1.9740,0.5107,0.5724
92,1.9656,0.5162,0.5744
93,1.9505,0.5182,0.5704
94,1.9529,0.5177,0.5792
95,1.9467,0.5179,0.5758
96,1.9373,0.5215,0.5774
97,1.9291,0.5192,0.5776
98,1.9335,0.5209,0.5752
99,1.9198,0.5249,0.5770
100,1.9185,0.5239,0.5790
101,1.9151,0.5213,0.5824
102,1.9082,0.5269,0.5824
103,1.8982,0.5274,0.5774
104,1.8970,0.5266,0.5760
105,1.8871,0.5299,0.5822
106,1.8886,0.5261,0.5850
107,1.8783,0.5326,0.5884
108,1.8623,0.5346,0.5856
109,1.8775,0.5310,0.5824
110,1.8659,0.5347,0.5856
111,1.8622,0.5348,0.5922
112,1.8596,0.5327,0.5862
113,1.8575,0.5347,0.5892
114,1.8468,0.5391,0.5876
115,1.8521,0.5334,0.5864
116,1.8415,0.5395,0.5906
117,1.8303,0.5405,0.5874
118,1.8398,0.5363,0.5928
119,1.8258,0.5411,0.5910
120,1.8152,0.5449,0.5908
121,1.8143,0.5445,0.5936
122,1.8172,0.5411,0.5982
123,1.8101,0.5453,0.5952
124,1.8017,0.5472,0.5924
125,1.8053,0.5463,0.5890
126,1.8033,0.5446,0.5902
127,1.7846,0.5510,0.5964
128,1.7807,0.5508,0.5918
129,1.7805,0.5501,0.5898
130,1.7816,0.5511,0.5940
131,1.7819,0.5515,0.5920
132,1.7772,0.5510,0.5994
133,1.7748,0.5531,0.5996
134,1.7638,0.5555,0.5922
135,1.7678,0.5523,0.5970
136,1.7621,0.5531,0.5956
137,1.7582,0.5556,0.5934
138,1.7425,0.5606,0.5996
139,1.7477,0.5600,0.5990
140,1.7483,0.5588,0.5976
141,1.7402,0.5620,0.6010
142,1.7427,0.5585,0.5960
143,1.7312,0.5600,0.6034
144,1.7238,0.5624,0.5986
145,1.7148,0.5657,0.5998
146,1.7316,0.5616,0.5984
147,1.7168,0.5656,0.6000
148,1.7160,0.5650,0.6036
149,1.7104,0.5673,0.6016
150,1.7157,0.5630,0.6036
151,1.6986,0.5689,0.6064
152,1.7045,0.5687,0.6030
153,1.7038,0.5630,0.6042
154,1.7028,0.5680,0.6036
155,1.6970,0.5690,0.6080
156,1.6919,0.5697,0.6062
157,1.6923,0.5693,0.6066
158,1.6924,0.5693,0.6104
159,1.6864,0.5697,0.6096
160,1.6720,0.5762,0.6056
161,1.6831,0.5720,0.6088
162,1.6686,0.5767,0.6058
163,1.6710,0.5742,0.6102
164,1.6677,0.5771,0.6064
165,1.6609,0.5764,0.6066
166,1.6730,0.5743,0.6144
167,1.6584,0.5771,0.6102
168,1.6618,0.5729,0.6088
169,1.6533,0.5768,0.6100
170,1.6603,0.5786,0.6124
171,1.6444,0.5815,0.6144
172,1.6521,0.5804,0.6116
173,1.6512,0.5787,0.6172
174,1.6416,0.5811,0.6124
175,1.6407,0.5824,0.6126
176,1.6390,0.5808,0.6128
177,1.6291,0.5829,0.6100
178,1.6342,0.5800,0.6096
179,1.6321,0.5839,0.6140
180,1.6273,0.5806,0.6128
181,1.6280,0.5843,0.6106
182,1.6198,0.5864,0.6136
183,1.6252,0.5852,0.6156
184,1.6148,0.5891,0.6184
185,1.6177,0.5859,0.6158
186,1.6198,0.5871,0.6110
187,1.6082,0.5890,0.6154
188,1.6048,0.5876,0.6146
189,1.6110,0.5881,0.6162
190,1.6027,0.5871,0.6162
191,1.6111,0.5873,0.6130
192,1.6035,0.5894,0.6126
193,1.5864,0.5926,0.6184
194,1.5926,0.5917,0.6200
195,1.5926,0.5919,0.6186
196,1.5833,0.5910,0.6202
197,1.5875,0.5914,0.6184
198,1.5848,0.5953,0.6156
199,1.5879,0.5925,0.6208
200,1.5849,0.5925,0.6162
201,1.5737,0.5952,0.6198
202,1.5829,0.5932,0.6200
203,1.5752,0.5959,0.6136
204,1.5713,0.5952,0.6166
205,1.5625,0.5955,0.6230
206,1.5742,0.5949,0.6248
207,1.5679,0.5952,0.6254
208,1.5644,0.5974,0.6202
209,1.5579,0.6003,0.6166
210,1.5618,0.6002,0.6206
211,1.5544,0.6003,0.6114
212,1.5608,0.5976,0.6194
213,1.5614,0.5987,0.6166
214,1.5523,0.6008,0.6156
215,1.5485,0.6053,0.6194
216,1.5647,0.5949,0.6204
217,1.5455,0.6029,0.6222
218,1.5560,0.5989,0.6202
219,1.3991,0.6404,0.6232
220,1.3618,0.6505,0.6194
221,1.3388,0.6574,0.6246
222,1.3010,0.6661,0.6168
223,1.2868,0.6730,0.6200
224,1.2643,0.6768,0.6178
225,1.2462,0.6836,0.6168
226,1.2283,0.6869,0.6236
227,1.2019,0.6964,0.6186
228,1.1881,0.6978,0.6112
229,1.1769,0.7021,0.6204
230,1.1621,0.7064,0.6144
231,1.1498,0.7086,0.6132
232,1.1309,0.7129,0.6088
1 epoch loss acc val_acc
2 1 4.6113 0.0542 0.1618
3 2 4.1558 0.1114 0.2014
4 3 3.9698 0.1444 0.2340
5 4 3.8250 0.1764 0.2598
6 5 3.7032 0.2010 0.2932
7 6 3.6024 0.2219 0.3120
8 7 3.5211 0.2414 0.3366
9 8 3.4561 0.2503 0.3414
10 9 3.3904 0.2665 0.3592
11 10 3.3277 0.2786 0.3730
12 11 3.2695 0.2874 0.3736
13 12 3.2277 0.2956 0.3920
14 13 3.1746 0.3054 0.3942
15 14 3.1283 0.3143 0.4002
16 15 3.0902 0.3199 0.4062
17 16 3.0524 0.3276 0.4130
18 17 3.0168 0.3332 0.4146
19 18 2.9780 0.3383 0.4188
20 19 2.9447 0.3437 0.4292
21 20 2.9200 0.3488 0.4384
22 21 2.8795 0.3561 0.4372
23 22 2.8599 0.3576 0.4450
24 23 2.8209 0.3670 0.4504
25 24 2.7929 0.3698 0.4584
26 25 2.7672 0.3750 0.4594
27 26 2.7416 0.3779 0.4640
28 27 2.7215 0.3796 0.4646
29 28 2.6934 0.3881 0.4796
30 29 2.6721 0.3896 0.4750
31 30 2.6501 0.3914 0.4786
32 31 2.6298 0.3968 0.4856
33 32 2.6115 0.3993 0.4826
34 33 2.5848 0.4034 0.4850
35 34 2.5714 0.4053 0.4904
36 35 2.5571 0.4081 0.5006
37 36 2.5285 0.4143 0.4974
38 37 2.5171 0.4135 0.4972
39 38 2.5051 0.4179 0.5016
40 39 2.4695 0.4245 0.5100
41 40 2.4708 0.4224 0.5114
42 41 2.4428 0.4286 0.5146
43 42 2.4367 0.4302 0.5116
44 43 2.4192 0.4324 0.5164
45 44 2.4065 0.4331 0.5154
46 45 2.3860 0.4413 0.5226
47 46 2.3712 0.4422 0.5138
48 47 2.3632 0.4417 0.5136
49 48 2.3430 0.4454 0.5276
50 49 2.3374 0.4449 0.5332
51 50 2.3228 0.4489 0.5328
52 51 2.3054 0.4523 0.5254
53 52 2.2938 0.4540 0.5260
54 53 2.2760 0.4571 0.5304
55 54 2.2701 0.4571 0.5250
56 55 2.2641 0.4572 0.5302
57 56 2.2510 0.4624 0.5262
58 57 2.2484 0.4605 0.5362
59 58 2.2343 0.4631 0.5380
60 59 2.2122 0.4699 0.5408
61 60 2.2049 0.4697 0.5434
62 61 2.2030 0.4693 0.5362
63 62 2.1893 0.4693 0.5422
64 63 2.1859 0.4740 0.5444
65 64 2.1795 0.4709 0.5426
66 65 2.1573 0.4757 0.5502
67 66 2.1486 0.4811 0.5440
68 67 2.1419 0.4794 0.5564
69 68 2.1321 0.4848 0.5550
70 69 2.1254 0.4832 0.5500
71 70 2.1214 0.4823 0.5540
72 71 2.1019 0.4867 0.5582
73 72 2.0985 0.4864 0.5526
74 73 2.0972 0.4888 0.5572
75 74 2.0726 0.4968 0.5584
76 75 2.0807 0.4912 0.5604
77 76 2.0699 0.4939 0.5630
78 77 2.0666 0.4935 0.5598
79 78 2.0498 0.4995 0.5582
80 79 2.0540 0.4963 0.5622
81 80 2.0375 0.5006 0.5610
82 81 2.0331 0.5029 0.5614
83 82 2.0184 0.5052 0.5680
84 83 2.0187 0.5022 0.5608
85 84 2.0187 0.5030 0.5674
86 85 2.0078 0.5086 0.5682
87 86 1.9998 0.5046 0.5660
88 87 1.9952 0.5077 0.5718
89 88 1.9861 0.5079 0.5702
90 89 1.9838 0.5110 0.5674
91 90 1.9749 0.5109 0.5736
92 91 1.9740 0.5107 0.5724
93 92 1.9656 0.5162 0.5744
94 93 1.9505 0.5182 0.5704
95 94 1.9529 0.5177 0.5792
96 95 1.9467 0.5179 0.5758
97 96 1.9373 0.5215 0.5774
98 97 1.9291 0.5192 0.5776
99 98 1.9335 0.5209 0.5752
100 99 1.9198 0.5249 0.5770
101 100 1.9185 0.5239 0.5790
102 101 1.9151 0.5213 0.5824
103 102 1.9082 0.5269 0.5824
104 103 1.8982 0.5274 0.5774
105 104 1.8970 0.5266 0.5760
106 105 1.8871 0.5299 0.5822
107 106 1.8886 0.5261 0.5850
108 107 1.8783 0.5326 0.5884
109 108 1.8623 0.5346 0.5856
110 109 1.8775 0.5310 0.5824
111 110 1.8659 0.5347 0.5856
112 111 1.8622 0.5348 0.5922
113 112 1.8596 0.5327 0.5862
114 113 1.8575 0.5347 0.5892
115 114 1.8468 0.5391 0.5876
116 115 1.8521 0.5334 0.5864
117 116 1.8415 0.5395 0.5906
118 117 1.8303 0.5405 0.5874
119 118 1.8398 0.5363 0.5928
120 119 1.8258 0.5411 0.5910
121 120 1.8152 0.5449 0.5908
122 121 1.8143 0.5445 0.5936
123 122 1.8172 0.5411 0.5982
124 123 1.8101 0.5453 0.5952
125 124 1.8017 0.5472 0.5924
126 125 1.8053 0.5463 0.5890
127 126 1.8033 0.5446 0.5902
128 127 1.7846 0.5510 0.5964
129 128 1.7807 0.5508 0.5918
130 129 1.7805 0.5501 0.5898
131 130 1.7816 0.5511 0.5940
132 131 1.7819 0.5515 0.5920
133 132 1.7772 0.5510 0.5994
134 133 1.7748 0.5531 0.5996
135 134 1.7638 0.5555 0.5922
136 135 1.7678 0.5523 0.5970
137 136 1.7621 0.5531 0.5956
138 137 1.7582 0.5556 0.5934
139 138 1.7425 0.5606 0.5996
140 139 1.7477 0.5600 0.5990
141 140 1.7483 0.5588 0.5976
142 141 1.7402 0.5620 0.6010
143 142 1.7427 0.5585 0.5960
144 143 1.7312 0.5600 0.6034
145 144 1.7238 0.5624 0.5986
146 145 1.7148 0.5657 0.5998
147 146 1.7316 0.5616 0.5984
148 147 1.7168 0.5656 0.6000
149 148 1.7160 0.5650 0.6036
150 149 1.7104 0.5673 0.6016
151 150 1.7157 0.5630 0.6036
152 151 1.6986 0.5689 0.6064
153 152 1.7045 0.5687 0.6030
154 153 1.7038 0.5630 0.6042
155 154 1.7028 0.5680 0.6036
156 155 1.6970 0.5690 0.6080
157 156 1.6919 0.5697 0.6062
158 157 1.6923 0.5693 0.6066
159 158 1.6924 0.5693 0.6104
160 159 1.6864 0.5697 0.6096
161 160 1.6720 0.5762 0.6056
162 161 1.6831 0.5720 0.6088
163 162 1.6686 0.5767 0.6058
164 163 1.6710 0.5742 0.6102
165 164 1.6677 0.5771 0.6064
166 165 1.6609 0.5764 0.6066
167 166 1.6730 0.5743 0.6144
168 167 1.6584 0.5771 0.6102
169 168 1.6618 0.5729 0.6088
170 169 1.6533 0.5768 0.6100
171 170 1.6603 0.5786 0.6124
172 171 1.6444 0.5815 0.6144
173 172 1.6521 0.5804 0.6116
174 173 1.6512 0.5787 0.6172
175 174 1.6416 0.5811 0.6124
176 175 1.6407 0.5824 0.6126
177 176 1.6390 0.5808 0.6128
178 177 1.6291 0.5829 0.6100
179 178 1.6342 0.5800 0.6096
180 179 1.6321 0.5839 0.6140
181 180 1.6273 0.5806 0.6128
182 181 1.6280 0.5843 0.6106
183 182 1.6198 0.5864 0.6136
184 183 1.6252 0.5852 0.6156
185 184 1.6148 0.5891 0.6184
186 185 1.6177 0.5859 0.6158
187 186 1.6198 0.5871 0.6110
188 187 1.6082 0.5890 0.6154
189 188 1.6048 0.5876 0.6146
190 189 1.6110 0.5881 0.6162
191 190 1.6027 0.5871 0.6162
192 191 1.6111 0.5873 0.6130
193 192 1.6035 0.5894 0.6126
194 193 1.5864 0.5926 0.6184
195 194 1.5926 0.5917 0.6200
196 195 1.5926 0.5919 0.6186
197 196 1.5833 0.5910 0.6202
198 197 1.5875 0.5914 0.6184
199 198 1.5848 0.5953 0.6156
200 199 1.5879 0.5925 0.6208
201 200 1.5849 0.5925 0.6162
202 201 1.5737 0.5952 0.6198
203 202 1.5829 0.5932 0.6200
204 203 1.5752 0.5959 0.6136
205 204 1.5713 0.5952 0.6166
206 205 1.5625 0.5955 0.6230
207 206 1.5742 0.5949 0.6248
208 207 1.5679 0.5952 0.6254
209 208 1.5644 0.5974 0.6202
210 209 1.5579 0.6003 0.6166
211 210 1.5618 0.6002 0.6206
212 211 1.5544 0.6003 0.6114
213 212 1.5608 0.5976 0.6194
214 213 1.5614 0.5987 0.6166
215 214 1.5523 0.6008 0.6156
216 215 1.5485 0.6053 0.6194
217 216 1.5647 0.5949 0.6204
218 217 1.5455 0.6029 0.6222
219 218 1.5560 0.5989 0.6202
220 219 1.3991 0.6404 0.6232
221 220 1.3618 0.6505 0.6194
222 221 1.3388 0.6574 0.6246
223 222 1.3010 0.6661 0.6168
224 223 1.2868 0.6730 0.6200
225 224 1.2643 0.6768 0.6178
226 225 1.2462 0.6836 0.6168
227 226 1.2283 0.6869 0.6236
228 227 1.2019 0.6964 0.6186
229 228 1.1881 0.6978 0.6112
230 229 1.1769 0.7021 0.6204
231 230 1.1621 0.7064 0.6144
232 231 1.1498 0.7086 0.6132
233 232 1.1309 0.7129 0.6088

147
tikz/validation-curve/cifar100_baseline_20170427-0438-56_history.csv
View file

@ -1,147 +0,0 @@
epoch,loss,acc,val_acc
1,4.6111,0.0542,0.1628
2,4.1558,0.1116,0.2030
3,3.9703,0.1438,0.2332
4,3.8262,0.1746,0.2598
5,3.7040,0.2001,0.2934
6,3.6028,0.2215,0.3124
7,3.5214,0.2410,0.3356
8,3.4560,0.2509,0.3426
9,3.3902,0.2667,0.3586
10,3.3276,0.2786,0.3704
11,3.2692,0.2882,0.3740
12,3.2277,0.2962,0.3942
13,3.1744,0.3038,0.3928
14,3.1285,0.3138,0.3988
15,3.0903,0.3201,0.4080
16,3.0521,0.3280,0.4120
17,3.0156,0.3334,0.4142
18,2.9772,0.3387,0.4230
19,2.9442,0.3450,0.4296
20,2.9189,0.3487,0.4390
21,2.8793,0.3554,0.4380
22,2.8593,0.3571,0.4454
23,2.8205,0.3680,0.4528
24,2.7926,0.3710,0.4600
25,2.7667,0.3754,0.4636
26,2.7415,0.3782,0.4642
27,2.7217,0.3803,0.4644
28,2.6927,0.3894,0.4786
29,2.6714,0.3904,0.4758
30,2.6494,0.3922,0.4776
31,2.6301,0.3979,0.4852
32,2.6116,0.3998,0.4822
33,2.5844,0.4031,0.4854
34,2.5707,0.4061,0.4888
35,2.5562,0.4075,0.5002
36,2.5270,0.4147,0.4992
37,2.5161,0.4151,0.4962
38,2.5045,0.4183,0.5034
39,2.4693,0.4266,0.5096
40,2.4698,0.4231,0.5128
41,2.4422,0.4288,0.5110
42,2.4356,0.4322,0.5124
43,2.4187,0.4328,0.5186
44,2.4059,0.4336,0.5180
45,2.3856,0.4403,0.5200
46,2.3705,0.4414,0.5178
47,2.3622,0.4418,0.5154
48,2.3417,0.4448,0.5270
49,2.3373,0.4450,0.5334
50,2.3217,0.4494,0.5306
51,2.3047,0.4518,0.5290
52,2.2916,0.4548,0.5298
53,2.2756,0.4574,0.5322
54,2.2705,0.4591,0.5248
55,2.2644,0.4583,0.5324
56,2.2505,0.4634,0.5298
57,2.2474,0.4599,0.5326
58,2.2342,0.4631,0.5402
59,2.2108,0.4690,0.5404
60,2.2042,0.4698,0.5398
61,2.2027,0.4708,0.5376
62,2.1874,0.4695,0.5432
63,2.1853,0.4737,0.5472
64,2.1795,0.4712,0.5434
65,2.1570,0.4751,0.5490
66,2.1483,0.4822,0.5422
67,2.1405,0.4819,0.5530
68,2.1314,0.4840,0.5538
69,2.1246,0.4830,0.5504
70,2.1198,0.4843,0.5600
71,2.1007,0.4879,0.5578
72,2.0986,0.4864,0.5542
73,2.0980,0.4896,0.5572
74,2.0721,0.4977,0.5570
75,2.0810,0.4912,0.5596
76,2.0696,0.4946,0.5596
77,2.0660,0.4938,0.5612
78,2.0506,0.4972,0.5638
79,2.0540,0.4981,0.5662
80,2.0374,0.4991,0.5648
81,2.0335,0.5026,0.5638
82,2.0199,0.5023,0.5688
83,2.0199,0.5022,0.5624
84,2.0187,0.5037,0.5688
85,2.0061,0.5085,0.5690
86,1.9991,0.5052,0.5662
87,1.9943,0.5081,0.5712
88,1.9873,0.5070,0.5678
89,1.9850,0.5094,0.5694
90,1.9743,0.5108,0.5716
91,1.9742,0.5105,0.5760
92,1.9671,0.5144,0.5760
93,1.9518,0.5170,0.5702
94,1.9545,0.5165,0.5780
95,1.9451,0.5195,0.5788
96,1.9364,0.5224,0.5816
97,1.9287,0.5204,0.5772
98,1.9352,0.5191,0.5776
99,1.9191,0.5241,0.5794
100,1.9196,0.5215,0.5816
101,1.9134,0.5223,0.5848
102,1.9103,0.5258,0.5842
103,1.8993,0.5249,0.5756
104,1.8966,0.5286,0.5826
105,1.8887,0.5302,0.5874
106,1.8893,0.5253,0.5820
107,1.8790,0.5335,0.5876
108,1.8634,0.5346,0.5880
109,1.8795,0.5302,0.5844
110,1.8661,0.5350,0.5860
111,1.8630,0.5339,0.5880
112,1.8601,0.5335,0.5828
113,1.8586,0.5337,0.5842
114,1.8475,0.5381,0.5908
115,1.8511,0.5322,0.5854
116,1.8417,0.5381,0.5888
117,1.8303,0.5385,0.5924
118,1.8411,0.5377,0.5918
119,1.8265,0.5404,0.5878
120,1.8148,0.5452,0.5930
121,1.8153,0.5438,0.5936
122,1.8177,0.5411,0.5990
123,1.8113,0.5457,0.5932
124,1.8021,0.5477,0.5952
125,1.8051,0.5466,0.5878
126,1.8011,0.5458,0.5868
127,1.7843,0.5510,0.5920
128,1.7827,0.5481,0.5868
129,1.7818,0.5515,0.5916
130,1.7829,0.5498,0.5902
131,1.7827,0.5516,0.5928
132,1.7787,0.5504,0.5954
133,1.7730,0.5532,0.5960
134,1.6319,0.5890,0.5974
135,1.5957,0.5986,0.6036
136,1.5683,0.6042,0.6014
137,1.5464,0.6084,0.6010
138,1.5159,0.6187,0.5974
139,1.5005,0.6238,0.6002
140,1.4816,0.6278,0.5960
141,1.4585,0.6338,0.5922
142,1.4371,0.6416,0.5958
143,1.4176,0.6443,0.5956
144,1.4034,0.6465,0.5984
145,1.3833,0.6554,0.5992
146,1.3665,0.6591,0.5976
1 epoch loss acc val_acc
2 1 4.6111 0.0542 0.1628
3 2 4.1558 0.1116 0.2030
4 3 3.9703 0.1438 0.2332
5 4 3.8262 0.1746 0.2598
6 5 3.7040 0.2001 0.2934
7 6 3.6028 0.2215 0.3124
8 7 3.5214 0.2410 0.3356
9 8 3.4560 0.2509 0.3426
10 9 3.3902 0.2667 0.3586
11 10 3.3276 0.2786 0.3704
12 11 3.2692 0.2882 0.3740
13 12 3.2277 0.2962 0.3942
14 13 3.1744 0.3038 0.3928
15 14 3.1285 0.3138 0.3988
16 15 3.0903 0.3201 0.4080
17 16 3.0521 0.3280 0.4120
18 17 3.0156 0.3334 0.4142
19 18 2.9772 0.3387 0.4230
20 19 2.9442 0.3450 0.4296
21 20 2.9189 0.3487 0.4390
22 21 2.8793 0.3554 0.4380
23 22 2.8593 0.3571 0.4454
24 23 2.8205 0.3680 0.4528
25 24 2.7926 0.3710 0.4600
26 25 2.7667 0.3754 0.4636
27 26 2.7415 0.3782 0.4642
28 27 2.7217 0.3803 0.4644
29 28 2.6927 0.3894 0.4786
30 29 2.6714 0.3904 0.4758
31 30 2.6494 0.3922 0.4776
32 31 2.6301 0.3979 0.4852
33 32 2.6116 0.3998 0.4822
34 33 2.5844 0.4031 0.4854
35 34 2.5707 0.4061 0.4888
36 35 2.5562 0.4075 0.5002
37 36 2.5270 0.4147 0.4992
38 37 2.5161 0.4151 0.4962
39 38 2.5045 0.4183 0.5034
40 39 2.4693 0.4266 0.5096
41 40 2.4698 0.4231 0.5128
42 41 2.4422 0.4288 0.5110
43 42 2.4356 0.4322 0.5124
44 43 2.4187 0.4328 0.5186
45 44 2.4059 0.4336 0.5180
46 45 2.3856 0.4403 0.5200
47 46 2.3705 0.4414 0.5178
48 47 2.3622 0.4418 0.5154
49 48 2.3417 0.4448 0.5270
50 49 2.3373 0.4450 0.5334
51 50 2.3217 0.4494 0.5306
52 51 2.3047 0.4518 0.5290
53 52 2.2916 0.4548 0.5298
54 53 2.2756 0.4574 0.5322
55 54 2.2705 0.4591 0.5248
56 55 2.2644 0.4583 0.5324
57 56 2.2505 0.4634 0.5298
58 57 2.2474 0.4599 0.5326
59 58 2.2342 0.4631 0.5402
60 59 2.2108 0.4690 0.5404
61 60 2.2042 0.4698 0.5398
62 61 2.2027 0.4708 0.5376
63 62 2.1874 0.4695 0.5432
64 63 2.1853 0.4737 0.5472
65 64 2.1795 0.4712 0.5434
66 65 2.1570 0.4751 0.5490
67 66 2.1483 0.4822 0.5422
68 67 2.1405 0.4819 0.5530
69 68 2.1314 0.4840 0.5538
70 69 2.1246 0.4830 0.5504
71 70 2.1198 0.4843 0.5600
72 71 2.1007 0.4879 0.5578
73 72 2.0986 0.4864 0.5542
74 73 2.0980 0.4896 0.5572
75 74 2.0721 0.4977 0.5570
76 75 2.0810 0.4912 0.5596
77 76 2.0696 0.4946 0.5596
78 77 2.0660 0.4938 0.5612
79 78 2.0506 0.4972 0.5638
80 79 2.0540 0.4981 0.5662
81 80 2.0374 0.4991 0.5648
82 81 2.0335 0.5026 0.5638
83 82 2.0199 0.5023 0.5688
84 83 2.0199 0.5022 0.5624
85 84 2.0187 0.5037 0.5688
86 85 2.0061 0.5085 0.5690
87 86 1.9991 0.5052 0.5662
88 87 1.9943 0.5081 0.5712
89 88 1.9873 0.5070 0.5678
90 89 1.9850 0.5094 0.5694
91 90 1.9743 0.5108 0.5716
92 91 1.9742 0.5105 0.5760
93 92 1.9671 0.5144 0.5760
94 93 1.9518 0.5170 0.5702
95 94 1.9545 0.5165 0.5780
96 95 1.9451 0.5195 0.5788
97 96 1.9364 0.5224 0.5816
98 97 1.9287 0.5204 0.5772
99 98 1.9352 0.5191 0.5776
100 99 1.9191 0.5241 0.5794
101 100 1.9196 0.5215 0.5816
102 101 1.9134 0.5223 0.5848
103 102 1.9103 0.5258 0.5842
104 103 1.8993 0.5249 0.5756
105 104 1.8966 0.5286 0.5826
106 105 1.8887 0.5302 0.5874
107 106 1.8893 0.5253 0.5820
108 107 1.8790 0.5335 0.5876
109 108 1.8634 0.5346 0.5880
110 109 1.8795 0.5302 0.5844
111 110 1.8661 0.5350 0.5860
112 111 1.8630 0.5339 0.5880
113 112 1.8601 0.5335 0.5828
114 113 1.8586 0.5337 0.5842
115 114 1.8475 0.5381 0.5908
116 115 1.8511 0.5322 0.5854
117 116 1.8417 0.5381 0.5888
118 117 1.8303 0.5385 0.5924
119 118 1.8411 0.5377 0.5918
120 119 1.8265 0.5404 0.5878
121 120 1.8148 0.5452 0.5930
122 121 1.8153 0.5438 0.5936
123 122 1.8177 0.5411 0.5990
124 123 1.8113 0.5457 0.5932
125 124 1.8021 0.5477 0.5952
126 125 1.8051 0.5466 0.5878
127 126 1.8011 0.5458 0.5868
128 127 1.7843 0.5510 0.5920
129 128 1.7827 0.5481 0.5868
130 129 1.7818 0.5515 0.5916
131 130 1.7829 0.5498 0.5902
132 131 1.7827 0.5516 0.5928
133 132 1.7787 0.5504 0.5954
134 133 1.7730 0.5532 0.5960
135 134 1.6319 0.5890 0.5974
136 135 1.5957 0.5986 0.6036
137 136 1.5683 0.6042 0.6014
138 137 1.5464 0.6084 0.6010
139 138 1.5159 0.6187 0.5974
140 139 1.5005 0.6238 0.6002
141 140 1.4816 0.6278 0.5960
142 141 1.4585 0.6338 0.5922
143 142 1.4371 0.6416 0.5958
144 143 1.4176 0.6443 0.5956
145 144 1.4034 0.6465 0.5984
146 145 1.3833 0.6554 0.5992
147 146 1.3665 0.6591 0.5976

196
tikz/validation-curve/cifar100_baseline_20170427-0535-22_history.csv
View file

@ -1,196 +0,0 @@
epoch,loss,acc,val_acc
1,4.6111,0.0538,0.1608
2,4.1559,0.1114,0.2030
3,3.9703,0.1442,0.2336
4,3.8264,0.1750,0.2598
5,3.7044,0.2010,0.2902
6,3.6032,0.2213,0.3148
7,3.5218,0.2407,0.3342
8,3.4564,0.2507,0.3424
9,3.3911,0.2658,0.3610
10,3.3287,0.2782,0.3706
11,3.2699,0.2885,0.3732
12,3.2283,0.2963,0.3962
13,3.1751,0.3052,0.3926
14,3.1289,0.3133,0.4000
15,3.0908,0.3202,0.4042
16,3.0526,0.3272,0.4122
17,3.0164,0.3329,0.4152
18,2.9783,0.3390,0.4196
19,2.9448,0.3441,0.4300
20,2.9201,0.3482,0.4364
21,2.8793,0.3555,0.4348
22,2.8604,0.3577,0.4438
23,2.8210,0.3666,0.4484
24,2.7928,0.3715,0.4586
25,2.7671,0.3747,0.4600
26,2.7419,0.3788,0.4642
27,2.7217,0.3787,0.4660
28,2.6930,0.3880,0.4764
29,2.6717,0.3903,0.4742
30,2.6498,0.3911,0.4750
31,2.6302,0.3980,0.4860
32,2.6118,0.4003,0.4800
33,2.5854,0.4038,0.4874
34,2.5717,0.4050,0.4908
35,2.5575,0.4084,0.4960
36,2.5282,0.4141,0.4948
37,2.5173,0.4158,0.4950
38,2.5056,0.4182,0.5022
39,2.4703,0.4245,0.5062
40,2.4708,0.4249,0.5120
41,2.4434,0.4290,0.5142
42,2.4372,0.4315,0.5166
43,2.4200,0.4322,0.5188
44,2.4063,0.4351,0.5182
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46,2.3711,0.4414,0.5156
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52,2.2928,0.4543,0.5276
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55,2.2640,0.4584,0.5332
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57,2.2485,0.4592,0.5312
58,2.2349,0.4620,0.5386
59,2.2115,0.4699,0.5416
60,2.2043,0.4692,0.5408
61,2.2017,0.4706,0.5376
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64,2.1790,0.4708,0.5426
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66,2.1488,0.4801,0.5416
67,2.1413,0.4808,0.5518
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69,2.1242,0.4843,0.5508
70,2.1191,0.4837,0.5552
71,2.0997,0.4878,0.5602
72,2.0966,0.4872,0.5550
73,2.0961,0.4895,0.5582
74,2.0721,0.4966,0.5566
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80,2.0374,0.5003,0.5618
81,2.0337,0.5022,0.5618
82,2.0189,0.5042,0.5680
83,2.0175,0.5032,0.5644
84,2.0183,0.5034,0.5672
85,2.0051,0.5092,0.5702
86,1.9990,0.5035,0.5664
87,1.9938,0.5080,0.5718
88,1.9846,0.5084,0.5692
89,1.9835,0.5099,0.5678
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97,1.9276,0.5197,0.5758
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100,1.9175,0.5231,0.5780
101,1.9149,0.5203,0.5830
102,1.9107,0.5263,0.5834
103,1.8977,0.5255,0.5776
104,1.8954,0.5277,0.5802
105,1.8866,0.5295,0.5844
106,1.8882,0.5263,0.5852
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109,1.8770,0.5305,0.5774
110,1.8643,0.5334,0.5852
111,1.8621,0.5331,0.5872
112,1.8582,0.5321,0.5812
113,1.8564,0.5342,0.5870
114,1.8455,0.5390,0.5898
115,1.8519,0.5321,0.5816
116,1.8404,0.5387,0.5902
117,1.8294,0.5408,0.5858
118,1.8390,0.5369,0.5922
119,1.8266,0.5399,0.5888
120,1.8137,0.5446,0.5902
121,1.8151,0.5451,0.5958
122,1.8175,0.5403,0.5960
123,1.8078,0.5458,0.5928
124,1.7997,0.5478,0.5898
125,1.8039,0.5476,0.5872
126,1.8014,0.5457,0.5890
127,1.7839,0.5519,0.5934
128,1.7815,0.5504,0.5904
129,1.7809,0.5520,0.5892
130,1.7806,0.5499,0.5942
131,1.7821,0.5511,0.5954
132,1.7769,0.5518,0.5990
133,1.7720,0.5532,0.5952
134,1.7655,0.5551,0.5926
135,1.7670,0.5521,0.5950
136,1.7605,0.5527,0.5968
137,1.7558,0.5557,0.5944
138,1.7414,0.5613,0.6026
139,1.7463,0.5579,0.6000
140,1.7467,0.5594,0.6010
141,1.7390,0.5618,0.6028
142,1.7412,0.5607,0.5946
143,1.7311,0.5611,0.6020
144,1.7229,0.5623,0.5978
145,1.7137,0.5656,0.6038
146,1.7292,0.5615,0.5966
147,1.7166,0.5665,0.6002
148,1.7154,0.5648,0.6074
149,1.7096,0.5663,0.5974
150,1.7152,0.5628,0.6008
151,1.6985,0.5681,0.6024
152,1.7017,0.5691,0.6026
153,1.7042,0.5650,0.5948
154,1.7008,0.5687,0.6068
155,1.6951,0.5696,0.6066
156,1.6916,0.5711,0.5988
157,1.6914,0.5719,0.6004
158,1.6868,0.5695,0.6088
159,1.6869,0.5705,0.6062
160,1.6741,0.5734,0.6084
161,1.6804,0.5705,0.5996
162,1.6662,0.5768,0.6074
163,1.6709,0.5735,0.6050
164,1.6682,0.5745,0.6134
165,1.6601,0.5762,0.6122
166,1.6725,0.5743,0.6064
167,1.6570,0.5776,0.6086
168,1.6607,0.5750,0.6082
169,1.6546,0.5776,0.6078
170,1.6564,0.5764,0.6086
171,1.6435,0.5812,0.6180
172,1.6503,0.5793,0.6080
173,1.6504,0.5808,0.6136
174,1.6414,0.5824,0.6080
175,1.6389,0.5813,0.6088
176,1.6362,0.5823,0.6116
177,1.6307,0.5820,0.6106
178,1.6327,0.5810,0.6066
179,1.6339,0.5838,0.6110
180,1.6287,0.5825,0.6072
181,1.6253,0.5861,0.6104
182,1.6195,0.5842,0.6140
183,1.4878,0.6207,0.6134
184,1.4375,0.6325,0.6142
185,1.4127,0.6400,0.6120
186,1.3909,0.6445,0.6078
187,1.3626,0.6535,0.6108
188,1.3415,0.6580,0.6126
189,1.3223,0.6629,0.6094
190,1.3053,0.6689,0.6142
191,1.2876,0.6744,0.6028
192,1.2726,0.6792,0.6110
193,1.2517,0.6822,0.6074
194,1.2265,0.6922,0.6070
195,1.2274,0.6890,0.5994
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

147
tikz/validation-curve/cifar100_baseline_20170427-0650-46_history.csv
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@ -1,147 +0,0 @@
epoch,loss,acc,val_acc
1,4.6112,0.0540,0.1616
2,4.1556,0.1119,0.2024
3,3.9704,0.1439,0.2330
4,3.8257,0.1753,0.2630
5,3.7040,0.2008,0.2896
6,3.6028,0.2217,0.3128
7,3.5211,0.2412,0.3366
8,3.4566,0.2505,0.3446
9,3.3908,0.2668,0.3584
10,3.3283,0.2786,0.3710
11,3.2699,0.2871,0.3730
12,3.2282,0.2963,0.3956
13,3.1753,0.3040,0.3956
14,3.1291,0.3133,0.3992
15,3.0913,0.3195,0.4038
16,3.0530,0.3279,0.4108
17,3.0169,0.3325,0.4152
18,2.9783,0.3386,0.4200
19,2.9452,0.3440,0.4270
20,2.9202,0.3485,0.4400
21,2.8805,0.3549,0.4384
22,2.8599,0.3574,0.4466
23,2.8209,0.3668,0.4512
24,2.7931,0.3697,0.4580
25,2.7674,0.3749,0.4634
26,2.7420,0.3778,0.4638
27,2.7224,0.3799,0.4640
28,2.6934,0.3887,0.4774
29,2.6728,0.3912,0.4754
30,2.6496,0.3913,0.4780
31,2.6302,0.3975,0.4856
32,2.6118,0.4004,0.4842
33,2.5850,0.4041,0.4872
34,2.5715,0.4043,0.4900
35,2.5571,0.4076,0.5000
36,2.5274,0.4142,0.4968
37,2.5169,0.4144,0.4990
38,2.5046,0.4180,0.4992
39,2.4698,0.4262,0.5080
40,2.4704,0.4230,0.5116
41,2.4429,0.4291,0.5116
42,2.4361,0.4310,0.5128
43,2.4189,0.4324,0.5166
44,2.4063,0.4322,0.5172
45,2.3863,0.4406,0.5210
46,2.3706,0.4412,0.5178
47,2.3627,0.4417,0.5156
48,2.3434,0.4453,0.5284
49,2.3381,0.4437,0.5362
50,2.3230,0.4494,0.5328
51,2.3050,0.4518,0.5300
52,2.2933,0.4552,0.5282
53,2.2758,0.4557,0.5308
54,2.2703,0.4585,0.5250
55,2.2640,0.4572,0.5306
56,2.2502,0.4636,0.5296
57,2.2488,0.4591,0.5366
58,2.2351,0.4613,0.5394
59,2.2129,0.4690,0.5432
60,2.2051,0.4693,0.5412
61,2.2035,0.4693,0.5358
62,2.1882,0.4690,0.5456
63,2.1861,0.4741,0.5462
64,2.1795,0.4708,0.5416
65,2.1584,0.4736,0.5494
66,2.1495,0.4812,0.5424
67,2.1430,0.4795,0.5532
68,2.1324,0.4830,0.5534
69,2.1254,0.4840,0.5510
70,2.1210,0.4834,0.5574
71,2.1009,0.4864,0.5630
72,2.0981,0.4883,0.5548
73,2.0969,0.4904,0.5604
74,2.0744,0.4965,0.5580
75,2.0811,0.4898,0.5642
76,2.0704,0.4956,0.5624
77,2.0657,0.4946,0.5604
78,2.0510,0.4973,0.5602
79,2.0541,0.4975,0.5630
80,2.0390,0.4996,0.5678
81,2.0356,0.5036,0.5640
82,2.0200,0.5048,0.5646
83,2.0200,0.5022,0.5642
84,2.0196,0.5029,0.5638
85,2.0086,0.5078,0.5680
86,2.0001,0.5044,0.5686
87,1.9962,0.5079,0.5718
88,1.9884,0.5078,0.5686
89,1.9853,0.5094,0.5708
90,1.9753,0.5105,0.5726
91,1.9750,0.5105,0.5718
92,1.9665,0.5154,0.5726
93,1.9518,0.5168,0.5722
94,1.9549,0.5172,0.5780
95,1.9477,0.5178,0.5730
96,1.9390,0.5214,0.5760
97,1.9288,0.5189,0.5754
98,1.9348,0.5200,0.5772
99,1.9214,0.5240,0.5758
100,1.9187,0.5221,0.5826
101,1.9170,0.5216,0.5820
102,1.9109,0.5249,0.5788
103,1.8996,0.5262,0.5762
104,1.8990,0.5279,0.5776
105,1.8899,0.5304,0.5782
106,1.8897,0.5264,0.5832
107,1.8810,0.5339,0.5844
108,1.8627,0.5344,0.5882
109,1.8794,0.5297,0.5808
110,1.8679,0.5324,0.5844
111,1.8640,0.5316,0.5874
112,1.8615,0.5319,0.5846
113,1.8616,0.5333,0.5842
114,1.8475,0.5378,0.5884
115,1.8537,0.5326,0.5838
116,1.8423,0.5402,0.5914
117,1.8341,0.5399,0.5874
118,1.8434,0.5369,0.5904
119,1.8291,0.5390,0.5878
120,1.8155,0.5439,0.5904
121,1.8163,0.5432,0.5978
122,1.8181,0.5403,0.5984
123,1.8122,0.5444,0.5976
124,1.8036,0.5459,0.5922
125,1.8072,0.5468,0.5876
126,1.8031,0.5447,0.5880
127,1.7859,0.5499,0.5870
128,1.7848,0.5470,0.5914
129,1.7850,0.5502,0.5878
130,1.7831,0.5482,0.5890
131,1.7846,0.5505,0.5950
132,1.7801,0.5509,0.5964
133,1.7741,0.5532,0.5984
134,1.6330,0.5883,0.5972
135,1.5945,0.5982,0.6060
136,1.5691,0.6050,0.6026
137,1.5466,0.6089,0.5984
138,1.5157,0.6179,0.6002
139,1.4997,0.6237,0.6020
140,1.4828,0.6274,0.5946
141,1.4584,0.6333,0.5976
142,1.4368,0.6410,0.5976
143,1.4164,0.6449,0.5936
144,1.4041,0.6480,0.5988
145,1.3834,0.6529,0.5946
146,1.3695,0.6585,0.5974
1 epoch loss acc val_acc
2 1 4.6112 0.0540 0.1616
3 2 4.1556 0.1119 0.2024
4 3 3.9704 0.1439 0.2330
5 4 3.8257 0.1753 0.2630
6 5 3.7040 0.2008 0.2896
7 6 3.6028 0.2217 0.3128
8 7 3.5211 0.2412 0.3366
9 8 3.4566 0.2505 0.3446
10 9 3.3908 0.2668 0.3584
11 10 3.3283 0.2786 0.3710
12 11 3.2699 0.2871 0.3730
13 12 3.2282 0.2963 0.3956
14 13 3.1753 0.3040 0.3956
15 14 3.1291 0.3133 0.3992
16 15 3.0913 0.3195 0.4038
17 16 3.0530 0.3279 0.4108
18 17 3.0169 0.3325 0.4152
19 18 2.9783 0.3386 0.4200
20 19 2.9452 0.3440 0.4270
21 20 2.9202 0.3485 0.4400
22 21 2.8805 0.3549 0.4384
23 22 2.8599 0.3574 0.4466
24 23 2.8209 0.3668 0.4512
25 24 2.7931 0.3697 0.4580
26 25 2.7674 0.3749 0.4634
27 26 2.7420 0.3778 0.4638
28 27 2.7224 0.3799 0.4640
29 28 2.6934 0.3887 0.4774
30 29 2.6728 0.3912 0.4754
31 30 2.6496 0.3913 0.4780
32 31 2.6302 0.3975 0.4856
33 32 2.6118 0.4004 0.4842
34 33 2.5850 0.4041 0.4872
35 34 2.5715 0.4043 0.4900
36 35 2.5571 0.4076 0.5000
37 36 2.5274 0.4142 0.4968
38 37 2.5169 0.4144 0.4990
39 38 2.5046 0.4180 0.4992
40 39 2.4698 0.4262 0.5080
41 40 2.4704 0.4230 0.5116
42 41 2.4429 0.4291 0.5116
43 42 2.4361 0.4310 0.5128
44 43 2.4189 0.4324 0.5166
45 44 2.4063 0.4322 0.5172
46 45 2.3863 0.4406 0.5210
47 46 2.3706 0.4412 0.5178
48 47 2.3627 0.4417 0.5156
49 48 2.3434 0.4453 0.5284
50 49 2.3381 0.4437 0.5362
51 50 2.3230 0.4494 0.5328
52 51 2.3050 0.4518 0.5300
53 52 2.2933 0.4552 0.5282
54 53 2.2758 0.4557 0.5308
55 54 2.2703 0.4585 0.5250
56 55 2.2640 0.4572 0.5306
57 56 2.2502 0.4636 0.5296
58 57 2.2488 0.4591 0.5366
59 58 2.2351 0.4613 0.5394
60 59 2.2129 0.4690 0.5432
61 60 2.2051 0.4693 0.5412
62 61 2.2035 0.4693 0.5358
63 62 2.1882 0.4690 0.5456
64 63 2.1861 0.4741 0.5462
65 64 2.1795 0.4708 0.5416
66 65 2.1584 0.4736 0.5494
67 66 2.1495 0.4812 0.5424
68 67 2.1430 0.4795 0.5532
69 68 2.1324 0.4830 0.5534
70 69 2.1254 0.4840 0.5510
71 70 2.1210 0.4834 0.5574
72 71 2.1009 0.4864 0.5630
73 72 2.0981 0.4883 0.5548
74 73 2.0969 0.4904 0.5604
75 74 2.0744 0.4965 0.5580
76 75 2.0811 0.4898 0.5642
77 76 2.0704 0.4956 0.5624
78 77 2.0657 0.4946 0.5604
79 78 2.0510 0.4973 0.5602
80 79 2.0541 0.4975 0.5630
81 80 2.0390 0.4996 0.5678
82 81 2.0356 0.5036 0.5640
83 82 2.0200 0.5048 0.5646
84 83 2.0200 0.5022 0.5642
85 84 2.0196 0.5029 0.5638
86 85 2.0086 0.5078 0.5680
87 86 2.0001 0.5044 0.5686
88 87 1.9962 0.5079 0.5718
89 88 1.9884 0.5078 0.5686
90 89 1.9853 0.5094 0.5708
91 90 1.9753 0.5105 0.5726
92 91 1.9750 0.5105 0.5718
93 92 1.9665 0.5154 0.5726
94 93 1.9518 0.5168 0.5722
95 94 1.9549 0.5172 0.5780
96 95 1.9477 0.5178 0.5730
97 96 1.9390 0.5214 0.5760
98 97 1.9288 0.5189 0.5754
99 98 1.9348 0.5200 0.5772
100 99 1.9214 0.5240 0.5758
101 100 1.9187 0.5221 0.5826
102 101 1.9170 0.5216 0.5820
103 102 1.9109 0.5249 0.5788
104 103 1.8996 0.5262 0.5762
105 104 1.8990 0.5279 0.5776
106 105 1.8899 0.5304 0.5782
107 106 1.8897 0.5264 0.5832
108 107 1.8810 0.5339 0.5844
109 108 1.8627 0.5344 0.5882
110 109 1.8794 0.5297 0.5808
111 110 1.8679 0.5324 0.5844
112 111 1.8640 0.5316 0.5874
113 112 1.8615 0.5319 0.5846
114 113 1.8616 0.5333 0.5842
115 114 1.8475 0.5378 0.5884
116 115 1.8537 0.5326 0.5838
117 116 1.8423 0.5402 0.5914
118 117 1.8341 0.5399 0.5874
119 118 1.8434 0.5369 0.5904
120 119 1.8291 0.5390 0.5878
121 120 1.8155 0.5439 0.5904
122 121 1.8163 0.5432 0.5978
123 122 1.8181 0.5403 0.5984
124 123 1.8122 0.5444 0.5976
125 124 1.8036 0.5459 0.5922
126 125 1.8072 0.5468 0.5876
127 126 1.8031 0.5447 0.5880
128 127 1.7859 0.5499 0.5870
129 128 1.7848 0.5470 0.5914
130 129 1.7850 0.5502 0.5878
131 130 1.7831 0.5482 0.5890
132 131 1.7846 0.5505 0.5950
133 132 1.7801 0.5509 0.5964
134 133 1.7741 0.5532 0.5984
135 134 1.6330 0.5883 0.5972
136 135 1.5945 0.5982 0.6060
137 136 1.5691 0.6050 0.6026
138 137 1.5466 0.6089 0.5984
139 138 1.5157 0.6179 0.6002
140 139 1.4997 0.6237 0.6020
141 140 1.4828 0.6274 0.5946
142 141 1.4584 0.6333 0.5976
143 142 1.4368 0.6410 0.5976
144 143 1.4164 0.6449 0.5936
145 144 1.4041 0.6480 0.5988
146 145 1.3834 0.6529 0.5946
147 146 1.3695 0.6585 0.5974

157
tikz/validation-curve/cifar100_baseline_20170427-0746-59_history.csv
View file

@ -1,157 +0,0 @@
epoch,loss,acc,val_acc
1,4.6114,0.0540,0.1612
2,4.1555,0.1116,0.2024
3,3.9698,0.1438,0.2348
4,3.8260,0.1756,0.2608
5,3.7045,0.2001,0.2948
6,3.6027,0.2218,0.3154
7,3.5216,0.2405,0.3354
8,3.4561,0.2512,0.3414
9,3.3905,0.2667,0.3592
10,3.3285,0.2793,0.3706
11,3.2698,0.2881,0.3722
12,3.2282,0.2961,0.3954
13,3.1753,0.3031,0.3914
14,3.1287,0.3150,0.3994
15,3.0907,0.3195,0.4058
16,3.0525,0.3277,0.4142
17,3.0162,0.3331,0.4144
18,2.9778,0.3390,0.4230
19,2.9452,0.3446,0.4282
20,2.9192,0.3485,0.4386
21,2.8801,0.3554,0.4366
22,2.8592,0.3570,0.4464
23,2.8209,0.3669,0.4484
24,2.7929,0.3692,0.4584
25,2.7667,0.3764,0.4602
26,2.7415,0.3780,0.4634
27,2.7216,0.3798,0.4632
28,2.6932,0.3882,0.4782
29,2.6713,0.3910,0.4758
30,2.6488,0.3920,0.4770
31,2.6298,0.3975,0.4866
32,2.6118,0.3996,0.4842
33,2.5849,0.4042,0.4826
34,2.5708,0.4053,0.4866
35,2.5567,0.4084,0.4982
36,2.5268,0.4151,0.4984
37,2.5168,0.4155,0.4964
38,2.5046,0.4177,0.5006
39,2.4700,0.4250,0.5102
40,2.4697,0.4228,0.5096
41,2.4428,0.4287,0.5120
42,2.4355,0.4305,0.5136
43,2.4192,0.4329,0.5200
44,2.4055,0.4331,0.5176
45,2.3860,0.4398,0.5174
46,2.3707,0.4418,0.5156
47,2.3623,0.4414,0.5150
48,2.3425,0.4456,0.5294
49,2.3371,0.4439,0.5358
50,2.3216,0.4493,0.5314
51,2.3050,0.4529,0.5274
52,2.2928,0.4535,0.5314
53,2.2760,0.4574,0.5272
54,2.2699,0.4577,0.5236
55,2.2642,0.4579,0.5296
56,2.2495,0.4639,0.5272
57,2.2480,0.4605,0.5360
58,2.2335,0.4619,0.5386
59,2.2115,0.4696,0.5402
60,2.2043,0.4702,0.5376
61,2.2028,0.4705,0.5350
62,2.1886,0.4691,0.5434
63,2.1842,0.4748,0.5462
64,2.1797,0.4700,0.5442
65,2.1574,0.4746,0.5488
66,2.1489,0.4801,0.5430
67,2.1429,0.4789,0.5552
68,2.1318,0.4832,0.5496
69,2.1254,0.4828,0.5472
70,2.1195,0.4825,0.5556
71,2.0999,0.4870,0.5556
72,2.0988,0.4880,0.5508
73,2.0966,0.4887,0.5566
74,2.0733,0.4951,0.5598
75,2.0796,0.4930,0.5630
76,2.0698,0.4943,0.5630
77,2.0659,0.4944,0.5588
78,2.0505,0.4988,0.5610
79,2.0536,0.4980,0.5616
80,2.0380,0.5001,0.5644
81,2.0345,0.5014,0.5594
82,2.0194,0.5035,0.5702
83,2.0191,0.5031,0.5632
84,2.0192,0.5021,0.5674
85,2.0082,0.5068,0.5658
86,1.9994,0.5047,0.5670
87,1.9948,0.5074,0.5754
88,1.9871,0.5081,0.5716
89,1.9856,0.5093,0.5690
90,1.9754,0.5114,0.5696
91,1.9744,0.5104,0.5742
92,1.9656,0.5158,0.5738
93,1.9521,0.5173,0.5698
94,1.9544,0.5159,0.5750
95,1.9463,0.5191,0.5766
96,1.9375,0.5211,0.5800
97,1.9290,0.5196,0.5786
98,1.9359,0.5196,0.5762
99,1.9204,0.5247,0.5740
100,1.9190,0.5230,0.5808
101,1.9160,0.5205,0.5802
102,1.9105,0.5244,0.5814
103,1.9007,0.5253,0.5774
104,1.8980,0.5287,0.5804
105,1.8889,0.5304,0.5800
106,1.8899,0.5253,0.5826
107,1.8791,0.5351,0.5822
108,1.8638,0.5330,0.5852
109,1.8805,0.5287,0.5848
110,1.8661,0.5325,0.5836
111,1.8636,0.5332,0.5840
112,1.8619,0.5328,0.5820
113,1.8609,0.5321,0.5850
114,1.8471,0.5379,0.5882
115,1.8530,0.5334,0.5848
116,1.8430,0.5378,0.5886
117,1.8322,0.5394,0.5888
118,1.8417,0.5365,0.5936
119,1.8270,0.5408,0.5872
120,1.8162,0.5454,0.5856
121,1.8166,0.5425,0.5930
122,1.8197,0.5405,0.5960
123,1.8099,0.5459,0.5954
124,1.8023,0.5468,0.5938
125,1.8067,0.5462,0.5864
126,1.8027,0.5451,0.5848
127,1.7834,0.5522,0.5928
128,1.7828,0.5479,0.5926
129,1.7829,0.5504,0.5878
130,1.7832,0.5488,0.5906
131,1.7840,0.5509,0.5942
132,1.7793,0.5522,0.5938
133,1.7739,0.5533,0.5958
134,1.6327,0.5880,0.5980
135,1.5942,0.5967,0.6018
136,1.5697,0.6053,0.5980
137,1.5471,0.6105,0.5924
138,1.5157,0.6166,0.5954
139,1.4998,0.6253,0.5998
140,1.4822,0.6259,0.5944
141,1.4576,0.6347,0.5934
142,1.4374,0.6413,0.5988
143,1.4170,0.6447,0.5930
144,1.4041,0.6468,0.5960
145,1.3831,0.6544,0.6030
146,1.3665,0.6583,0.6008
147,1.3489,0.6625,0.5952
148,1.3403,0.6659,0.5980
149,1.3258,0.6697,0.5836
150,1.3090,0.6726,0.5880
151,1.2885,0.6805,0.5948
152,1.2874,0.6773,0.5926
153,1.2644,0.6850,0.5930
154,1.2502,0.6892,0.5908
155,1.2376,0.6912,0.5882
156,1.2286,0.6926,0.5824
1 epoch loss acc val_acc
2 1 4.6114 0.0540 0.1612
3 2 4.1555 0.1116 0.2024
4 3 3.9698 0.1438 0.2348
5 4 3.8260 0.1756 0.2608
6 5 3.7045 0.2001 0.2948
7 6 3.6027 0.2218 0.3154
8 7 3.5216 0.2405 0.3354
9 8 3.4561 0.2512 0.3414
10 9 3.3905 0.2667 0.3592
11 10 3.3285 0.2793 0.3706
12 11 3.2698 0.2881 0.3722
13 12 3.2282 0.2961 0.3954
14 13 3.1753 0.3031 0.3914
15 14 3.1287 0.3150 0.3994
16 15 3.0907 0.3195 0.4058
17 16 3.0525 0.3277 0.4142
18 17 3.0162 0.3331 0.4144
19 18 2.9778 0.3390 0.4230
20 19 2.9452 0.3446 0.4282
21 20 2.9192 0.3485 0.4386
22 21 2.8801 0.3554 0.4366
23 22 2.8592 0.3570 0.4464
24 23 2.8209 0.3669 0.4484
25 24 2.7929 0.3692 0.4584
26 25 2.7667 0.3764 0.4602
27 26 2.7415 0.3780 0.4634
28 27 2.7216 0.3798 0.4632
29 28 2.6932 0.3882 0.4782
30 29 2.6713 0.3910 0.4758
31 30 2.6488 0.3920 0.4770
32 31 2.6298 0.3975 0.4866
33 32 2.6118 0.3996 0.4842
34 33 2.5849 0.4042 0.4826
35 34 2.5708 0.4053 0.4866
36 35 2.5567 0.4084 0.4982
37 36 2.5268 0.4151 0.4984
38 37 2.5168 0.4155 0.4964
39 38 2.5046 0.4177 0.5006
40 39 2.4700 0.4250 0.5102
41 40 2.4697 0.4228 0.5096
42 41 2.4428 0.4287 0.5120
43 42 2.4355 0.4305 0.5136
44 43 2.4192 0.4329 0.5200
45 44 2.4055 0.4331 0.5176
46 45 2.3860 0.4398 0.5174
47 46 2.3707 0.4418 0.5156
48 47 2.3623 0.4414 0.5150
49 48 2.3425 0.4456 0.5294
50 49 2.3371 0.4439 0.5358
51 50 2.3216 0.4493 0.5314
52 51 2.3050 0.4529 0.5274
53 52 2.2928 0.4535 0.5314
54 53 2.2760 0.4574 0.5272
55 54 2.2699 0.4577 0.5236
56 55 2.2642 0.4579 0.5296
57 56 2.2495 0.4639 0.5272
58 57 2.2480 0.4605 0.5360
59 58 2.2335 0.4619 0.5386
60 59 2.2115 0.4696 0.5402
61 60 2.2043 0.4702 0.5376
62 61 2.2028 0.4705 0.5350
63 62 2.1886 0.4691 0.5434
64 63 2.1842 0.4748 0.5462
65 64 2.1797 0.4700 0.5442
66 65 2.1574 0.4746 0.5488
67 66 2.1489 0.4801 0.5430
68 67 2.1429 0.4789 0.5552
69 68 2.1318 0.4832 0.5496
70 69 2.1254 0.4828 0.5472
71 70 2.1195 0.4825 0.5556
72 71 2.0999 0.4870 0.5556
73 72 2.0988 0.4880 0.5508
74 73 2.0966 0.4887 0.5566
75 74 2.0733 0.4951 0.5598
76 75 2.0796 0.4930 0.5630
77 76 2.0698 0.4943 0.5630
78 77 2.0659 0.4944 0.5588
79 78 2.0505 0.4988 0.5610
80 79 2.0536 0.4980 0.5616
81 80 2.0380 0.5001 0.5644
82 81 2.0345 0.5014 0.5594
83 82 2.0194 0.5035 0.5702
84 83 2.0191 0.5031 0.5632
85 84 2.0192 0.5021 0.5674
86 85 2.0082 0.5068 0.5658
87 86 1.9994 0.5047 0.5670
88 87 1.9948 0.5074 0.5754
89 88 1.9871 0.5081 0.5716
90 89 1.9856 0.5093 0.5690
91 90 1.9754 0.5114 0.5696
92 91 1.9744 0.5104 0.5742
93 92 1.9656 0.5158 0.5738
94 93 1.9521 0.5173 0.5698
95 94 1.9544 0.5159 0.5750
96 95 1.9463 0.5191 0.5766
97 96 1.9375 0.5211 0.5800
98 97 1.9290 0.5196 0.5786
99 98 1.9359 0.5196 0.5762
100 99 1.9204 0.5247 0.5740
101 100 1.9190 0.5230 0.5808
102 101 1.9160 0.5205 0.5802
103 102 1.9105 0.5244 0.5814
104 103 1.9007 0.5253 0.5774
105 104 1.8980 0.5287 0.5804
106 105 1.8889 0.5304 0.5800
107 106 1.8899 0.5253 0.5826
108 107 1.8791 0.5351 0.5822
109 108 1.8638 0.5330 0.5852
110 109 1.8805 0.5287 0.5848
111 110 1.8661 0.5325 0.5836
112 111 1.8636 0.5332 0.5840
113 112 1.8619 0.5328 0.5820
114 113 1.8609 0.5321 0.5850
115 114 1.8471 0.5379 0.5882
116 115 1.8530 0.5334 0.5848
117 116 1.8430 0.5378 0.5886
118 117 1.8322 0.5394 0.5888
119 118 1.8417 0.5365 0.5936
120 119 1.8270 0.5408 0.5872
121 120 1.8162 0.5454 0.5856
122 121 1.8166 0.5425 0.5930
123 122 1.8197 0.5405 0.5960
124 123 1.8099 0.5459 0.5954
125 124 1.8023 0.5468 0.5938
126 125 1.8067 0.5462 0.5864
127 126 1.8027 0.5451 0.5848
128 127 1.7834 0.5522 0.5928
129 128 1.7828 0.5479 0.5926
130 129 1.7829 0.5504 0.5878
131 130 1.7832 0.5488 0.5906
132 131 1.7840 0.5509 0.5942
133 132 1.7793 0.5522 0.5938
134 133 1.7739 0.5533 0.5958
135 134 1.6327 0.5880 0.5980
136 135 1.5942 0.5967 0.6018
137 136 1.5697 0.6053 0.5980
138 137 1.5471 0.6105 0.5924
139 138 1.5157 0.6166 0.5954
140 139 1.4998 0.6253 0.5998
141 140 1.4822 0.6259 0.5944
142 141 1.4576 0.6347 0.5934
143 142 1.4374 0.6413 0.5988
144 143 1.4170 0.6447 0.5930
145 144 1.4041 0.6468 0.5960
146 145 1.3831 0.6544 0.6030
147 146 1.3665 0.6583 0.6008
148 147 1.3489 0.6625 0.5952
149 148 1.3403 0.6659 0.5980
150 149 1.3258 0.6697 0.5836
151 150 1.3090 0.6726 0.5880
152 151 1.2885 0.6805 0.5948
153 152 1.2874 0.6773 0.5926
154 153 1.2644 0.6850 0.5930
155 154 1.2502 0.6892 0.5908
156 155 1.2376 0.6912 0.5882
157 156 1.2286 0.6926 0.5824

206
tikz/validation-curve/cifar100_baseline_20170428-1555-42_history.csv Normal file
View file

@ -0,0 +1,206 @@
epoch,loss,acc,val_acc
1,4.6100,0.0552,0.1606
2,4.1605,0.1103,0.2104
3,3.9724,0.1476,0.2412
4,3.8213,0.1767,0.2732
5,3.6986,0.2015,0.2986
6,3.5986,0.2231,0.3240
7,3.5173,0.2402,0.3346
8,3.4492,0.2551,0.3528
9,3.3826,0.2691,0.3594
10,3.3242,0.2783,0.3682
11,3.2695,0.2902,0.3736
12,3.2261,0.2967,0.3888
13,3.1690,0.3071,0.3964
14,3.1297,0.3107,0.4062
15,3.0864,0.3211,0.4102
16,3.0475,0.3275,0.4190
17,3.0151,0.3350,0.4222
18,2.9717,0.3403,0.4268
19,2.9395,0.3459,0.4330
20,2.9139,0.3509,0.4408
21,2.8745,0.3581,0.4432
22,2.8503,0.3608,0.4518
23,2.8153,0.3663,0.4586
24,2.7865,0.3732,0.4590
25,2.7587,0.3778,0.4638
26,2.7410,0.3779,0.4652
27,2.7116,0.3829,0.4768
28,2.6860,0.3899,0.4782
29,2.6641,0.3907,0.4750
30,2.6449,0.3902,0.4874
31,2.6196,0.4008,0.4868
32,2.6022,0.4035,0.4922
33,2.5804,0.4036,0.4858
34,2.5637,0.4090,0.4894
35,2.5463,0.4110,0.4984
36,2.5188,0.4148,0.4962
37,2.5075,0.4190,0.5012
38,2.4921,0.4204,0.5020
39,2.4639,0.4262,0.5066
40,2.4608,0.4247,0.5080
41,2.4353,0.4308,0.5098
42,2.4269,0.4299,0.5100
43,2.4072,0.4355,0.5158
44,2.3973,0.4367,0.5142
45,2.3790,0.4404,0.5138
46,2.3677,0.4442,0.5140
47,2.3499,0.4441,0.5200
48,2.3353,0.4493,0.5196
49,2.3238,0.4490,0.5260
50,2.3171,0.4504,0.5256
51,2.2966,0.4528,0.5304
52,2.2860,0.4558,0.5260
53,2.2772,0.4542,0.5312
54,2.2609,0.4613,0.5258
55,2.2578,0.4585,0.5312
56,2.2455,0.4634,0.5304
57,2.2359,0.4648,0.5318
58,2.2247,0.4672,0.5334
59,2.2070,0.4694,0.5372
60,2.2062,0.4681,0.5378
61,2.1972,0.4707,0.5402
62,2.1799,0.4740,0.5434
63,2.1758,0.4731,0.5480
64,2.1718,0.4746,0.5452
65,2.1538,0.4791,0.5462
66,2.1465,0.4800,0.5456
67,2.1377,0.4805,0.5508
68,2.1295,0.4850,0.5558
69,2.1195,0.4850,0.5486
70,2.1110,0.4866,0.5534
71,2.0981,0.4879,0.5550
72,2.0920,0.4927,0.5566
73,2.0920,0.4887,0.5578
74,2.0693,0.4975,0.5576
75,2.0716,0.4932,0.5582
76,2.0622,0.4969,0.5588
77,2.0610,0.4921,0.5572
78,2.0498,0.5010,0.5614
79,2.0496,0.4978,0.5656
80,2.0306,0.5028,0.5688
81,2.0261,0.5034,0.5678
82,2.0108,0.5094,0.5688
83,2.0131,0.5065,0.5638
84,2.0086,0.5055,0.5692
85,2.0030,0.5056,0.5702
86,1.9972,0.5074,0.5764
87,1.9911,0.5096,0.5756
88,1.9819,0.5106,0.5742
89,1.9780,0.5124,0.5764
90,1.9694,0.5133,0.5718
91,1.9697,0.5108,0.5782
92,1.9537,0.5164,0.5672
93,1.9427,0.5195,0.5772
94,1.9474,0.5171,0.5792
95,1.9404,0.5196,0.5834
96,1.9371,0.5216,0.5814
97,1.9278,0.5230,0.5784
98,1.9292,0.5229,0.5770
99,1.9177,0.5266,0.5794
100,1.9136,0.5252,0.5816
101,1.9191,0.5219,0.5846
102,1.9053,0.5267,0.5806
103,1.8891,0.5302,0.5842
104,1.8991,0.5262,0.5812
105,1.8834,0.5301,0.5876
106,1.8868,0.5286,0.5880
107,1.8771,0.5314,0.5916
108,1.8667,0.5348,0.5900
109,1.8697,0.5302,0.5894
110,1.8650,0.5334,0.5868
111,1.8641,0.5286,0.5950
112,1.8487,0.5365,0.5888
113,1.8547,0.5365,0.5834
114,1.8418,0.5404,0.5966
115,1.8419,0.5377,0.5888
116,1.8384,0.5397,0.5964
117,1.8316,0.5383,0.5942
118,1.8336,0.5395,0.5962
119,1.8204,0.5443,0.5886
120,1.8107,0.5455,0.5898
121,1.8179,0.5421,0.5898
122,1.8113,0.5423,0.5932
123,1.8027,0.5462,0.5998
124,1.8049,0.5451,0.5958
125,1.7986,0.5492,0.5902
126,1.7996,0.5480,0.5938
127,1.7848,0.5495,0.5944
128,1.7809,0.5506,0.5962
129,1.7759,0.5533,0.5956
130,1.7862,0.5482,0.5958
131,1.7750,0.5514,0.6026
132,1.7764,0.5528,0.6004
133,1.7737,0.5516,0.5952
134,1.7662,0.5542,0.6032
135,1.7711,0.5525,0.5994
136,1.7573,0.5551,0.6010
137,1.7616,0.5557,0.5968
138,1.7450,0.5618,0.6014
139,1.7500,0.5593,0.6012
140,1.7432,0.5569,0.6080
141,1.7428,0.5583,0.5990
142,1.7412,0.5604,0.6042
143,1.7374,0.5606,0.6020
144,1.7258,0.5610,0.6102
145,1.7186,0.5656,0.6034
146,1.7189,0.5662,0.6050
147,1.7253,0.5655,0.6008
148,1.7153,0.5656,0.6068
149,1.7096,0.5675,0.6012
150,1.7157,0.5638,0.6012
151,1.6993,0.5680,0.6016
152,1.6976,0.5679,0.6054
153,1.7044,0.5657,0.6012
154,1.7034,0.5694,0.6086
155,1.6939,0.5668,0.6116
156,1.6912,0.5686,0.6116
157,1.6894,0.5697,0.6060
158,1.6905,0.5691,0.6068
159,1.6895,0.5679,0.6104
160,1.6807,0.5731,0.6120
161,1.6820,0.5737,0.6078
162,1.6685,0.5769,0.6094
163,1.6749,0.5722,0.6088
164,1.6653,0.5750,0.6062
165,1.6648,0.5750,0.6118
166,1.6673,0.5740,0.6096
167,1.6669,0.5749,0.6140
168,1.6666,0.5759,0.6096
169,1.6539,0.5762,0.6110
170,1.6543,0.5787,0.6120
171,1.6463,0.5801,0.6086
172,1.6547,0.5773,0.6078
173,1.6515,0.5806,0.6128
174,1.6407,0.5818,0.6124
175,1.6461,0.5796,0.6144
176,1.6420,0.5799,0.6080
177,1.6252,0.5831,0.6110
178,1.6328,0.5841,0.6112
179,1.6347,0.5828,0.6100
180,1.6238,0.5840,0.6136
181,1.6336,0.5808,0.6196
182,1.6220,0.5837,0.6218
183,1.6229,0.5846,0.6212
184,1.6210,0.5848,0.6218
185,1.6193,0.5839,0.6182
186,1.6124,0.5850,0.6174
187,1.6080,0.5882,0.6142
188,1.6152,0.5863,0.6160
189,1.6093,0.5863,0.6158
190,1.6014,0.5910,0.6186
191,1.6018,0.5906,0.6162
192,1.6072,0.5876,0.6142
193,1.5938,0.5898,0.6162
194,1.4595,0.6256,0.6240
195,1.4157,0.6374,0.6232
196,1.3936,0.6417,0.6226
197,1.3629,0.6509,0.6186
198,1.3382,0.6594,0.6198
199,1.3197,0.6635,0.6202
200,1.2995,0.6706,0.6174
201,1.2791,0.6732,0.6168
202,1.2659,0.6793,0.6198
203,1.2463,0.6848,0.6182
204,1.2345,0.6880,0.6172
205,1.2124,0.6939,0.6136
1 epoch loss acc val_acc
2 1 4.6100 0.0552 0.1606
3 2 4.1605 0.1103 0.2104
4 3 3.9724 0.1476 0.2412
5 4 3.8213 0.1767 0.2732
6 5 3.6986 0.2015 0.2986
7 6 3.5986 0.2231 0.3240
8 7 3.5173 0.2402 0.3346
9 8 3.4492 0.2551 0.3528
10 9 3.3826 0.2691 0.3594
11 10 3.3242 0.2783 0.3682
12 11 3.2695 0.2902 0.3736
13 12 3.2261 0.2967 0.3888
14 13 3.1690 0.3071 0.3964
15 14 3.1297 0.3107 0.4062
16 15 3.0864 0.3211 0.4102
17 16 3.0475 0.3275 0.4190
18 17 3.0151 0.3350 0.4222
19 18 2.9717 0.3403 0.4268
20 19 2.9395 0.3459 0.4330
21 20 2.9139 0.3509 0.4408
22 21 2.8745 0.3581 0.4432
23 22 2.8503 0.3608 0.4518
24 23 2.8153 0.3663 0.4586
25 24 2.7865 0.3732 0.4590
26 25 2.7587 0.3778 0.4638
27 26 2.7410 0.3779 0.4652
28 27 2.7116 0.3829 0.4768
29 28 2.6860 0.3899 0.4782
30 29 2.6641 0.3907 0.4750
31 30 2.6449 0.3902 0.4874
32 31 2.6196 0.4008 0.4868
33 32 2.6022 0.4035 0.4922
34 33 2.5804 0.4036 0.4858
35 34 2.5637 0.4090 0.4894
36 35 2.5463 0.4110 0.4984
37 36 2.5188 0.4148 0.4962
38 37 2.5075 0.4190 0.5012
39 38 2.4921 0.4204 0.5020
40 39 2.4639 0.4262 0.5066
41 40 2.4608 0.4247 0.5080
42 41 2.4353 0.4308 0.5098
43 42 2.4269 0.4299 0.5100
44 43 2.4072 0.4355 0.5158
45 44 2.3973 0.4367 0.5142
46 45 2.3790 0.4404 0.5138
47 46 2.3677 0.4442 0.5140
48 47 2.3499 0.4441 0.5200
49 48 2.3353 0.4493 0.5196
50 49 2.3238 0.4490 0.5260
51 50 2.3171 0.4504 0.5256
52 51 2.2966 0.4528 0.5304
53 52 2.2860 0.4558 0.5260
54 53 2.2772 0.4542 0.5312
55 54 2.2609 0.4613 0.5258
56 55 2.2578 0.4585 0.5312
57 56 2.2455 0.4634 0.5304
58 57 2.2359 0.4648 0.5318
59 58 2.2247 0.4672 0.5334
60 59 2.2070 0.4694 0.5372
61 60 2.2062 0.4681 0.5378
62 61 2.1972 0.4707 0.5402
63 62 2.1799 0.4740 0.5434
64 63 2.1758 0.4731 0.5480
65 64 2.1718 0.4746 0.5452
66 65 2.1538 0.4791 0.5462
67 66 2.1465 0.4800 0.5456
68 67 2.1377 0.4805 0.5508
69 68 2.1295 0.4850 0.5558
70 69 2.1195 0.4850 0.5486
71 70 2.1110 0.4866 0.5534
72 71 2.0981 0.4879 0.5550
73 72 2.0920 0.4927 0.5566
74 73 2.0920 0.4887 0.5578
75 74 2.0693 0.4975 0.5576
76 75 2.0716 0.4932 0.5582
77 76 2.0622 0.4969 0.5588
78 77 2.0610 0.4921 0.5572
79 78 2.0498 0.5010 0.5614
80 79 2.0496 0.4978 0.5656
81 80 2.0306 0.5028 0.5688
82 81 2.0261 0.5034 0.5678
83 82 2.0108 0.5094 0.5688
84 83 2.0131 0.5065 0.5638
85 84 2.0086 0.5055 0.5692
86 85 2.0030 0.5056 0.5702
87 86 1.9972 0.5074 0.5764
88 87 1.9911 0.5096 0.5756
89 88 1.9819 0.5106 0.5742
90 89 1.9780 0.5124 0.5764
91 90 1.9694 0.5133 0.5718
92 91 1.9697 0.5108 0.5782
93 92 1.9537 0.5164 0.5672
94 93 1.9427 0.5195 0.5772
95 94 1.9474 0.5171 0.5792
96 95 1.9404 0.5196 0.5834
97 96 1.9371 0.5216 0.5814
98 97 1.9278 0.5230 0.5784
99 98 1.9292 0.5229 0.5770
100 99 1.9177 0.5266 0.5794
101 100 1.9136 0.5252 0.5816
102 101 1.9191 0.5219 0.5846
103 102 1.9053 0.5267 0.5806
104 103 1.8891 0.5302 0.5842
105 104 1.8991 0.5262 0.5812
106 105 1.8834 0.5301 0.5876
107 106 1.8868 0.5286 0.5880
108 107 1.8771 0.5314 0.5916
109 108 1.8667 0.5348 0.5900
110 109 1.8697 0.5302 0.5894
111 110 1.8650 0.5334 0.5868
112 111 1.8641 0.5286 0.5950
113 112 1.8487 0.5365 0.5888
114 113 1.8547 0.5365 0.5834
115 114 1.8418 0.5404 0.5966
116 115 1.8419 0.5377 0.5888
117 116 1.8384 0.5397 0.5964
118 117 1.8316 0.5383 0.5942
119 118 1.8336 0.5395 0.5962
120 119 1.8204 0.5443 0.5886
121 120 1.8107 0.5455 0.5898
122 121 1.8179 0.5421 0.5898
123 122 1.8113 0.5423 0.5932
124 123 1.8027 0.5462 0.5998
125 124 1.8049 0.5451 0.5958
126 125 1.7986 0.5492 0.5902
127 126 1.7996 0.5480 0.5938
128 127 1.7848 0.5495 0.5944
129 128 1.7809 0.5506 0.5962
130 129 1.7759 0.5533 0.5956
131 130 1.7862 0.5482 0.5958
132 131 1.7750 0.5514 0.6026
133 132 1.7764 0.5528 0.6004
134 133 1.7737 0.5516 0.5952
135 134 1.7662 0.5542 0.6032
136 135 1.7711 0.5525 0.5994
137 136 1.7573 0.5551 0.6010
138 137 1.7616 0.5557 0.5968
139 138 1.7450 0.5618 0.6014
140 139 1.7500 0.5593 0.6012
141 140 1.7432 0.5569 0.6080
142 141 1.7428 0.5583 0.5990
143 142 1.7412 0.5604 0.6042
144 143 1.7374 0.5606 0.6020
145 144 1.7258 0.5610 0.6102
146 145 1.7186 0.5656 0.6034
147 146 1.7189 0.5662 0.6050
148 147 1.7253 0.5655 0.6008
149 148 1.7153 0.5656 0.6068
150 149 1.7096 0.5675 0.6012
151 150 1.7157 0.5638 0.6012
152 151 1.6993 0.5680 0.6016
153 152 1.6976 0.5679 0.6054
154 153 1.7044 0.5657 0.6012
155 154 1.7034 0.5694 0.6086
156 155 1.6939 0.5668 0.6116
157 156 1.6912 0.5686 0.6116
158 157 1.6894 0.5697 0.6060
159 158 1.6905 0.5691 0.6068
160 159 1.6895 0.5679 0.6104
161 160 1.6807 0.5731 0.6120
162 161 1.6820 0.5737 0.6078
163 162 1.6685 0.5769 0.6094
164 163 1.6749 0.5722 0.6088
165 164 1.6653 0.5750 0.6062
166 165 1.6648 0.5750 0.6118
167 166 1.6673 0.5740 0.6096
168 167 1.6669 0.5749 0.6140
169 168 1.6666 0.5759 0.6096
170 169 1.6539 0.5762 0.6110
171 170 1.6543 0.5787 0.6120
172 171 1.6463 0.5801 0.6086
173 172 1.6547 0.5773 0.6078
174 173 1.6515 0.5806 0.6128
175 174 1.6407 0.5818 0.6124
176 175 1.6461 0.5796 0.6144
177 176 1.6420 0.5799 0.6080
178 177 1.6252 0.5831 0.6110
179 178 1.6328 0.5841 0.6112
180 179 1.6347 0.5828 0.6100
181 180 1.6238 0.5840 0.6136
182 181 1.6336 0.5808 0.6196
183 182 1.6220 0.5837 0.6218
184 183 1.6229 0.5846 0.6212
185 184 1.6210 0.5848 0.6218
186 185 1.6193 0.5839 0.6182
187 186 1.6124 0.5850 0.6174
188 187 1.6080 0.5882 0.6142
189 188 1.6152 0.5863 0.6160
190 189 1.6093 0.5863 0.6158
191 190 1.6014 0.5910 0.6186
192 191 1.6018 0.5906 0.6162
193 192 1.6072 0.5876 0.6142
194 193 1.5938 0.5898 0.6162
195 194 1.4595 0.6256 0.6240
196 195 1.4157 0.6374 0.6232
197 196 1.3936 0.6417 0.6226
198 197 1.3629 0.6509 0.6186
199 198 1.3382 0.6594 0.6198
200 199 1.3197 0.6635 0.6202
201 200 1.2995 0.6706 0.6174
202 201 1.2791 0.6732 0.6168
203 202 1.2659 0.6793 0.6198
204 203 1.2463 0.6848 0.6182
205 204 1.2345 0.6880 0.6172
206 205 1.2124 0.6939 0.6136

185
tikz/validation-curve/cifar100_baseline_20170428-1722-15_history.csv Normal file
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@ -0,0 +1,185 @@
epoch,loss,acc,val_acc
1,4.6098,0.0546,0.1606
2,4.1608,0.1105,0.2088
3,3.9721,0.1474,0.2408
4,3.8208,0.1762,0.2754
5,3.6987,0.2022,0.2962
6,3.5988,0.2235,0.3220
7,3.5175,0.2396,0.3342
8,3.4496,0.2541,0.3516
9,3.3833,0.2680,0.3626
10,3.3250,0.2774,0.3682
11,3.2700,0.2890,0.3716
12,3.2268,0.2960,0.3900
13,3.1697,0.3063,0.3932
14,3.1303,0.3101,0.4042
15,3.0873,0.3224,0.4094
16,3.0479,0.3283,0.4174
17,3.0162,0.3343,0.4216
18,2.9721,0.3408,0.4268
19,2.9402,0.3456,0.4340
20,2.9151,0.3508,0.4418
21,2.8746,0.3571,0.4420
22,2.8511,0.3623,0.4468
23,2.8164,0.3676,0.4582
24,2.7875,0.3738,0.4578
25,2.7591,0.3795,0.4616
26,2.7407,0.3780,0.4638
27,2.7118,0.3831,0.4746
28,2.6867,0.3900,0.4768
29,2.6653,0.3901,0.4732
30,2.6463,0.3907,0.4872
31,2.6212,0.4011,0.4886
32,2.6027,0.4034,0.4926
33,2.5812,0.4046,0.4880
34,2.5644,0.4091,0.4930
35,2.5466,0.4110,0.4968
36,2.5192,0.4139,0.4946
37,2.5070,0.4196,0.4992
38,2.4922,0.4220,0.5022
39,2.4644,0.4257,0.5066
40,2.4615,0.4257,0.5084
41,2.4368,0.4303,0.5112
42,2.4280,0.4293,0.5100
43,2.4075,0.4356,0.5144
44,2.3976,0.4374,0.5132
45,2.3798,0.4411,0.5152
46,2.3686,0.4427,0.5138
47,2.3507,0.4442,0.5186
48,2.3370,0.4486,0.5226
49,2.3245,0.4484,0.5272
50,2.3178,0.4482,0.5260
51,2.2972,0.4532,0.5286
52,2.2875,0.4562,0.5290
53,2.2775,0.4545,0.5344
54,2.2620,0.4619,0.5264
55,2.2586,0.4580,0.5290
56,2.2466,0.4625,0.5276
57,2.2348,0.4643,0.5338
58,2.2263,0.4657,0.5416
59,2.2081,0.4688,0.5402
60,2.2072,0.4705,0.5372
61,2.1978,0.4714,0.5364
62,2.1812,0.4739,0.5428
63,2.1777,0.4718,0.5484
64,2.1721,0.4752,0.5422
65,2.1544,0.4784,0.5478
66,2.1480,0.4795,0.5462
67,2.1380,0.4819,0.5482
68,2.1303,0.4838,0.5562
69,2.1203,0.4865,0.5462
70,2.1113,0.4863,0.5530
71,2.0978,0.4897,0.5472
72,2.0939,0.4917,0.5580
73,2.0919,0.4892,0.5590
74,2.0691,0.4950,0.5574
75,2.0722,0.4940,0.5560
76,2.0621,0.4966,0.5614
77,2.0613,0.4934,0.5598
78,2.0495,0.5003,0.5618
79,2.0507,0.4983,0.5718
80,2.0312,0.5023,0.5670
81,2.0262,0.5044,0.5720
82,2.0107,0.5100,0.5668
83,2.0123,0.5058,0.5652
84,2.0090,0.5061,0.5676
85,2.0018,0.5062,0.5728
86,1.9987,0.5068,0.5766
87,1.9934,0.5089,0.5766
88,1.9817,0.5117,0.5754
89,1.9785,0.5104,0.5782
90,1.9692,0.5129,0.5746
91,1.9686,0.5122,0.5816
92,1.9538,0.5166,0.5726
93,1.9426,0.5206,0.5770
94,1.9470,0.5181,0.5826
95,1.9419,0.5196,0.5814
96,1.9373,0.5197,0.5806
97,1.9262,0.5218,0.5774
98,1.9303,0.5232,0.5816
99,1.9194,0.5263,0.5790
100,1.9157,0.5240,0.5770
101,1.9197,0.5216,0.5804
102,1.9040,0.5261,0.5874
103,1.8907,0.5302,0.5878
104,1.8996,0.5272,0.5800
105,1.8862,0.5283,0.5870
106,1.8872,0.5274,0.5886
107,1.8799,0.5298,0.5880
108,1.8686,0.5358,0.5888
109,1.8711,0.5298,0.5886
110,1.8669,0.5325,0.5840
111,1.8646,0.5331,0.5894
112,1.8509,0.5362,0.5880
113,1.8561,0.5366,0.5818
114,1.8421,0.5402,0.5922
115,1.8425,0.5357,0.5900
116,1.8390,0.5390,0.5958
117,1.8313,0.5375,0.5944
118,1.8382,0.5389,0.5930
119,1.8215,0.5438,0.5958
120,1.8103,0.5467,0.5938
121,1.8187,0.5428,0.5898
122,1.8140,0.5414,0.5936
123,1.8035,0.5454,0.5962
124,1.8048,0.5448,0.5964
125,1.7997,0.5471,0.5900
126,1.8007,0.5474,0.5904
127,1.7873,0.5485,0.5962
128,1.7847,0.5487,0.5974
129,1.7770,0.5523,0.5872
130,1.7861,0.5477,0.5910
131,1.7756,0.5522,0.6012
132,1.7786,0.5524,0.5964
133,1.7739,0.5533,0.5940
134,1.7685,0.5525,0.5996
135,1.7725,0.5513,0.5978
136,1.7590,0.5533,0.5988
137,1.7639,0.5545,0.5964
138,1.7467,0.5593,0.6042
139,1.7512,0.5611,0.6068
140,1.7430,0.5598,0.6014
141,1.7465,0.5575,0.6040
142,1.7426,0.5598,0.6040
143,1.7382,0.5592,0.6010
144,1.7282,0.5591,0.6070
145,1.7168,0.5644,0.6034
146,1.7208,0.5645,0.6032
147,1.7254,0.5631,0.6024
148,1.7165,0.5649,0.6044
149,1.7115,0.5661,0.5994
150,1.7200,0.5628,0.6054
151,1.6989,0.5700,0.6092
152,1.6985,0.5688,0.6058
153,1.7027,0.5674,0.5970
154,1.7054,0.5669,0.6104
155,1.6966,0.5672,0.6136
156,1.6905,0.5695,0.6086
157,1.6910,0.5707,0.6014
158,1.6932,0.5672,0.6128
159,1.6931,0.5675,0.6122
160,1.6799,0.5731,0.6088
161,1.6845,0.5731,0.6104
162,1.6702,0.5757,0.6076
163,1.6776,0.5727,0.6084
164,1.6666,0.5756,0.6106
165,1.6672,0.5750,0.6032
166,1.6683,0.5758,0.6078
167,1.5234,0.6149,0.6114
168,1.4793,0.6226,0.6070
169,1.4591,0.6263,0.6140
170,1.4398,0.6359,0.6114
171,1.4115,0.6405,0.6120
172,1.3865,0.6468,0.6142
173,1.3715,0.6524,0.6148
174,1.3494,0.6575,0.6106
175,1.3257,0.6652,0.6072
176,1.3191,0.6658,0.6098
177,1.3048,0.6690,0.6084
178,1.2799,0.6769,0.6108
179,1.2726,0.6790,0.6088
180,1.2512,0.6853,0.6102
181,1.2305,0.6926,0.6094
182,1.2197,0.6925,0.6074
183,1.2091,0.6946,0.6054
184,1.1976,0.6975,0.6026
1 epoch loss acc val_acc
2 1 4.6098 0.0546 0.1606
3 2 4.1608 0.1105 0.2088
4 3 3.9721 0.1474 0.2408
5 4 3.8208 0.1762 0.2754
6 5 3.6987 0.2022 0.2962
7 6 3.5988 0.2235 0.3220
8 7 3.5175 0.2396 0.3342
9 8 3.4496 0.2541 0.3516
10 9 3.3833 0.2680 0.3626
11 10 3.3250 0.2774 0.3682
12 11 3.2700 0.2890 0.3716
13 12 3.2268 0.2960 0.3900
14 13 3.1697 0.3063 0.3932
15 14 3.1303 0.3101 0.4042
16 15 3.0873 0.3224 0.4094
17 16 3.0479 0.3283 0.4174
18 17 3.0162 0.3343 0.4216
19 18 2.9721 0.3408 0.4268
20 19 2.9402 0.3456 0.4340
21 20 2.9151 0.3508 0.4418
22 21 2.8746 0.3571 0.4420
23 22 2.8511 0.3623 0.4468
24 23 2.8164 0.3676 0.4582
25 24 2.7875 0.3738 0.4578
26 25 2.7591 0.3795 0.4616
27 26 2.7407 0.3780 0.4638
28 27 2.7118 0.3831 0.4746
29 28 2.6867 0.3900 0.4768
30 29 2.6653 0.3901 0.4732
31 30 2.6463 0.3907 0.4872
32 31 2.6212 0.4011 0.4886
33 32 2.6027 0.4034 0.4926
34 33 2.5812 0.4046 0.4880
35 34 2.5644 0.4091 0.4930
36 35 2.5466 0.4110 0.4968
37 36 2.5192 0.4139 0.4946
38 37 2.5070 0.4196 0.4992
39 38 2.4922 0.4220 0.5022
40 39 2.4644 0.4257 0.5066
41 40 2.4615 0.4257 0.5084
42 41 2.4368 0.4303 0.5112
43 42 2.4280 0.4293 0.5100
44 43 2.4075 0.4356 0.5144
45 44 2.3976 0.4374 0.5132
46 45 2.3798 0.4411 0.5152
47 46 2.3686 0.4427 0.5138
48 47 2.3507 0.4442 0.5186
49 48 2.3370 0.4486 0.5226
50 49 2.3245 0.4484 0.5272
51 50 2.3178 0.4482 0.5260
52 51 2.2972 0.4532 0.5286
53 52 2.2875 0.4562 0.5290
54 53 2.2775 0.4545 0.5344
55 54 2.2620 0.4619 0.5264
56 55 2.2586 0.4580 0.5290
57 56 2.2466 0.4625 0.5276
58 57 2.2348 0.4643 0.5338
59 58 2.2263 0.4657 0.5416
60 59 2.2081 0.4688 0.5402
61 60 2.2072 0.4705 0.5372
62 61 2.1978 0.4714 0.5364
63 62 2.1812 0.4739 0.5428
64 63 2.1777 0.4718 0.5484
65 64 2.1721 0.4752 0.5422
66 65 2.1544 0.4784 0.5478
67 66 2.1480 0.4795 0.5462
68 67 2.1380 0.4819 0.5482
69 68 2.1303 0.4838 0.5562
70 69 2.1203 0.4865 0.5462
71 70 2.1113 0.4863 0.5530
72 71 2.0978 0.4897 0.5472
73 72 2.0939 0.4917 0.5580
74 73 2.0919 0.4892 0.5590
75 74 2.0691 0.4950 0.5574
76 75 2.0722 0.4940 0.5560
77 76 2.0621 0.4966 0.5614
78 77 2.0613 0.4934 0.5598
79 78 2.0495 0.5003 0.5618
80 79 2.0507 0.4983 0.5718
81 80 2.0312 0.5023 0.5670
82 81 2.0262 0.5044 0.5720
83 82 2.0107 0.5100 0.5668
84 83 2.0123 0.5058 0.5652
85 84 2.0090 0.5061 0.5676
86 85 2.0018 0.5062 0.5728
87 86 1.9987 0.5068 0.5766
88 87 1.9934 0.5089 0.5766
89 88 1.9817 0.5117 0.5754
90 89 1.9785 0.5104 0.5782
91 90 1.9692 0.5129 0.5746
92 91 1.9686 0.5122 0.5816
93 92 1.9538 0.5166 0.5726
94 93 1.9426 0.5206 0.5770
95 94 1.9470 0.5181 0.5826
96 95 1.9419 0.5196 0.5814
97 96 1.9373 0.5197 0.5806
98 97 1.9262 0.5218 0.5774
99 98 1.9303 0.5232 0.5816
100 99 1.9194 0.5263 0.5790
101 100 1.9157 0.5240 0.5770
102 101 1.9197 0.5216 0.5804
103 102 1.9040 0.5261 0.5874
104 103 1.8907 0.5302 0.5878
105 104 1.8996 0.5272 0.5800
106 105 1.8862 0.5283 0.5870
107 106 1.8872 0.5274 0.5886
108 107 1.8799 0.5298 0.5880
109 108 1.8686 0.5358 0.5888
110 109 1.8711 0.5298 0.5886
111 110 1.8669 0.5325 0.5840
112 111 1.8646 0.5331 0.5894
113 112 1.8509 0.5362 0.5880
114 113 1.8561 0.5366 0.5818
115 114 1.8421 0.5402 0.5922
116 115 1.8425 0.5357 0.5900
117 116 1.8390 0.5390 0.5958
118 117 1.8313 0.5375 0.5944
119 118 1.8382 0.5389 0.5930
120 119 1.8215 0.5438 0.5958
121 120 1.8103 0.5467 0.5938
122 121 1.8187 0.5428 0.5898
123 122 1.8140 0.5414 0.5936
124 123 1.8035 0.5454 0.5962
125 124 1.8048 0.5448 0.5964
126 125 1.7997 0.5471 0.5900
127 126 1.8007 0.5474 0.5904
128 127 1.7873 0.5485 0.5962
129 128 1.7847 0.5487 0.5974
130 129 1.7770 0.5523 0.5872
131 130 1.7861 0.5477 0.5910
132 131 1.7756 0.5522 0.6012
133 132 1.7786 0.5524 0.5964
134 133 1.7739 0.5533 0.5940
135 134 1.7685 0.5525 0.5996
136 135 1.7725 0.5513 0.5978
137 136 1.7590 0.5533 0.5988
138 137 1.7639 0.5545 0.5964
139 138 1.7467 0.5593 0.6042
140 139 1.7512 0.5611 0.6068
141 140 1.7430 0.5598 0.6014
142 141 1.7465 0.5575 0.6040
143 142 1.7426 0.5598 0.6040
144 143 1.7382 0.5592 0.6010
145 144 1.7282 0.5591 0.6070
146 145 1.7168 0.5644 0.6034
147 146 1.7208 0.5645 0.6032
148 147 1.7254 0.5631 0.6024
149 148 1.7165 0.5649 0.6044
150 149 1.7115 0.5661 0.5994
151 150 1.7200 0.5628 0.6054
152 151 1.6989 0.5700 0.6092
153 152 1.6985 0.5688 0.6058
154 153 1.7027 0.5674 0.5970
155 154 1.7054 0.5669 0.6104
156 155 1.6966 0.5672 0.6136
157 156 1.6905 0.5695 0.6086
158 157 1.6910 0.5707 0.6014
159 158 1.6932 0.5672 0.6128
160 159 1.6931 0.5675 0.6122
161 160 1.6799 0.5731 0.6088
162 161 1.6845 0.5731 0.6104
163 162 1.6702 0.5757 0.6076
164 163 1.6776 0.5727 0.6084
165 164 1.6666 0.5756 0.6106
166 165 1.6672 0.5750 0.6032
167 166 1.6683 0.5758 0.6078
168 167 1.5234 0.6149 0.6114
169 168 1.4793 0.6226 0.6070
170 169 1.4591 0.6263 0.6140
171 170 1.4398 0.6359 0.6114
172 171 1.4115 0.6405 0.6120
173 172 1.3865 0.6468 0.6142
174 173 1.3715 0.6524 0.6148
175 174 1.3494 0.6575 0.6106
176 175 1.3257 0.6652 0.6072
177 176 1.3191 0.6658 0.6098
178 177 1.3048 0.6690 0.6084
179 178 1.2799 0.6769 0.6108
180 179 1.2726 0.6790 0.6088
181 180 1.2512 0.6853 0.6102
182 181 1.2305 0.6926 0.6094
183 182 1.2197 0.6925 0.6074
184 183 1.2091 0.6946 0.6054
185 184 1.1976 0.6975 0.6026

145
tikz/validation-curve/cifar100_smooth_20170428-1955-01_history.csv Normal file
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@ -0,0 +1,145 @@
epoch,loss,acc,val_acc
1,4.6073,0.0550,0.1612
2,4.1564,0.1118,0.2052
3,3.9685,0.1474,0.2362
4,3.8177,0.1762,0.2726
5,3.6993,0.2028,0.3012
6,3.5984,0.2253,0.3220
7,3.5162,0.2400,0.3350
8,3.4482,0.2528,0.3496
9,3.3840,0.2676,0.3644
10,3.3251,0.2780,0.3688
11,3.2733,0.2868,0.3734
12,3.2273,0.2956,0.3876
13,3.1708,0.3059,0.3954
14,3.1301,0.3122,0.4050
15,3.0862,0.3203,0.4094
16,3.0512,0.3289,0.4204
17,3.0161,0.3336,0.4216
18,2.9724,0.3416,0.4258
19,2.9419,0.3445,0.4308
20,2.9141,0.3499,0.4378
21,2.8724,0.3569,0.4432
22,2.8519,0.3589,0.4532
23,2.8169,0.3675,0.4580
24,2.7890,0.3693,0.4624
25,2.7578,0.3774,0.4674
26,2.7383,0.3781,0.4706
27,2.7117,0.3848,0.4650
28,2.6832,0.3900,0.4764
29,2.6631,0.3930,0.4750
30,2.6418,0.3959,0.4850
31,2.6211,0.3986,0.4834
32,2.5987,0.4033,0.4812
33,2.5847,0.4049,0.4888
34,2.5653,0.4086,0.4934
35,2.5462,0.4111,0.4964
36,2.5147,0.4154,0.4984
37,2.5090,0.4159,0.5010
38,2.4904,0.4218,0.5008
39,2.4661,0.4266,0.5086
40,2.4617,0.4233,0.5156
41,2.4370,0.4284,0.5096
42,2.4245,0.4275,0.5128
43,2.4069,0.4358,0.5238
44,2.3986,0.4355,0.5142
45,2.3783,0.4427,0.5196
46,2.3684,0.4402,0.5216
47,2.3489,0.4466,0.5160
48,2.3334,0.4496,0.5262
49,2.3309,0.4475,0.5284
50,2.3174,0.4486,0.5302
51,2.2969,0.4532,0.5250
52,2.2891,0.4548,0.5340
53,2.2765,0.4560,0.5370
54,2.2627,0.4605,0.5318
55,2.2550,0.4637,0.5336
56,2.2390,0.4635,0.5346
57,2.2328,0.4639,0.5338
58,2.2217,0.4690,0.5386
59,2.2004,0.4720,0.5406
60,2.1974,0.4703,0.5370
61,2.1979,0.4700,0.5446
62,2.1771,0.4724,0.5446
63,2.1760,0.4737,0.5562
64,2.1682,0.4744,0.5488
65,2.1508,0.4786,0.5460
66,2.1477,0.4816,0.5502
67,2.1373,0.4819,0.5590
68,2.1258,0.4827,0.5594
69,2.1144,0.4848,0.5492
70,2.1142,0.4844,0.5576
71,2.0964,0.4887,0.5562
72,2.0917,0.4924,0.5584
73,2.0886,0.4919,0.5592
74,2.0699,0.4972,0.5652
75,2.0686,0.4946,0.5694
76,2.0562,0.4979,0.5656
77,2.0541,0.4958,0.5768
78,2.0440,0.4989,0.5634
79,2.0514,0.4968,0.5668
80,2.0222,0.5041,0.5668
81,2.0218,0.5031,0.5710
82,2.0103,0.5076,0.5726
83,2.0098,0.5082,0.5682
84,2.0107,0.5037,0.5712
85,1.9995,0.5077,0.5710
86,1.9856,0.5075,0.5738
87,1.9853,0.5118,0.5784
88,1.9737,0.5112,0.5774
89,1.9689,0.5128,0.5738
90,1.9658,0.5153,0.5742
91,1.9690,0.5122,0.5832
92,1.9479,0.5181,0.5746
93,1.9377,0.5153,0.5812
94,1.9497,0.5186,0.5784
95,1.9331,0.5225,0.5794
96,1.9355,0.5204,0.5798
97,1.9173,0.5238,0.5800
98,1.9240,0.5224,0.5820
99,1.9074,0.5274,0.5794
100,1.9067,0.5254,0.5832
101,1.9118,0.5237,0.5864
102,1.8994,0.5271,0.5888
103,1.8869,0.5290,0.5872
104,1.8926,0.5264,0.5822
105,1.8723,0.5328,0.5864
106,1.8823,0.5291,0.5914
107,1.8687,0.5343,0.5822
108,1.8619,0.5355,0.5896
109,1.8645,0.5339,0.5840
110,1.8654,0.5339,0.5888
111,1.8608,0.5326,0.5908
112,1.8408,0.5373,0.5956
113,1.8514,0.5355,0.5884
114,1.8336,0.5412,0.5934
115,1.8400,0.5373,0.5956
116,1.8321,0.5401,0.5984
117,1.8245,0.5413,0.5924
118,1.8260,0.5409,0.6024
119,1.8144,0.5436,0.5908
120,1.8128,0.5460,0.5946
121,1.8159,0.5438,0.5948
122,1.8067,0.5432,0.5950
123,1.7979,0.5482,0.5932
124,1.7919,0.5514,0.5924
125,1.7971,0.5482,0.5984
126,1.7887,0.5481,0.5936
127,1.7775,0.5536,0.6018
128,1.7779,0.5512,0.5982
129,1.7683,0.5519,0.5984
130,1.6517,0.5836,0.5964
131,1.6083,0.5934,0.6018
132,1.5891,0.5982,0.5950
133,1.5555,0.6096,0.6046
134,1.5331,0.6143,0.6022
135,1.5108,0.6207,0.6024
136,1.4987,0.6222,0.6008
137,1.4699,0.6307,0.6014
138,1.4543,0.6354,0.6008
139,1.4297,0.6442,0.5972
140,1.4200,0.6460,0.5986
141,1.4044,0.6457,0.5972
142,1.3813,0.6554,0.5986
143,1.3702,0.6566,0.5954
144,1.3523,0.6608,0.5922
1 epoch loss acc val_acc
2 1 4.6073 0.0550 0.1612
3 2 4.1564 0.1118 0.2052
4 3 3.9685 0.1474 0.2362
5 4 3.8177 0.1762 0.2726
6 5 3.6993 0.2028 0.3012
7 6 3.5984 0.2253 0.3220
8 7 3.5162 0.2400 0.3350
9 8 3.4482 0.2528 0.3496
10 9 3.3840 0.2676 0.3644
11 10 3.3251 0.2780 0.3688
12 11 3.2733 0.2868 0.3734
13 12 3.2273 0.2956 0.3876
14 13 3.1708 0.3059 0.3954
15 14 3.1301 0.3122 0.4050
16 15 3.0862 0.3203 0.4094
17 16 3.0512 0.3289 0.4204
18 17 3.0161 0.3336 0.4216
19 18 2.9724 0.3416 0.4258
20 19 2.9419 0.3445 0.4308
21 20 2.9141 0.3499 0.4378
22 21 2.8724 0.3569 0.4432
23 22 2.8519 0.3589 0.4532
24 23 2.8169 0.3675 0.4580
25 24 2.7890 0.3693 0.4624
26 25 2.7578 0.3774 0.4674
27 26 2.7383 0.3781 0.4706
28 27 2.7117 0.3848 0.4650
29 28 2.6832 0.3900 0.4764
30 29 2.6631 0.3930 0.4750
31 30 2.6418 0.3959 0.4850
32 31 2.6211 0.3986 0.4834
33 32 2.5987 0.4033 0.4812
34 33 2.5847 0.4049 0.4888
35 34 2.5653 0.4086 0.4934
36 35 2.5462 0.4111 0.4964
37 36 2.5147 0.4154 0.4984
38 37 2.5090 0.4159 0.5010
39 38 2.4904 0.4218 0.5008
40 39 2.4661 0.4266 0.5086
41 40 2.4617 0.4233 0.5156
42 41 2.4370 0.4284 0.5096
43 42 2.4245 0.4275 0.5128
44 43 2.4069 0.4358 0.5238
45 44 2.3986 0.4355 0.5142
46 45 2.3783 0.4427 0.5196
47 46 2.3684 0.4402 0.5216
48 47 2.3489 0.4466 0.5160
49 48 2.3334 0.4496 0.5262
50 49 2.3309 0.4475 0.5284
51 50 2.3174 0.4486 0.5302
52 51 2.2969 0.4532 0.5250
53 52 2.2891 0.4548 0.5340
54 53 2.2765 0.4560 0.5370
55 54 2.2627 0.4605 0.5318
56 55 2.2550 0.4637 0.5336
57 56 2.2390 0.4635 0.5346
58 57 2.2328 0.4639 0.5338
59 58 2.2217 0.4690 0.5386
60 59 2.2004 0.4720 0.5406
61 60 2.1974 0.4703 0.5370
62 61 2.1979 0.4700 0.5446
63 62 2.1771 0.4724 0.5446
64 63 2.1760 0.4737 0.5562
65 64 2.1682 0.4744 0.5488
66 65 2.1508 0.4786 0.5460
67 66 2.1477 0.4816 0.5502
68 67 2.1373 0.4819 0.5590
69 68 2.1258 0.4827 0.5594
70 69 2.1144 0.4848 0.5492
71 70 2.1142 0.4844 0.5576
72 71 2.0964 0.4887 0.5562
73 72 2.0917 0.4924 0.5584
74 73 2.0886 0.4919 0.5592
75 74 2.0699 0.4972 0.5652
76 75 2.0686 0.4946 0.5694
77 76 2.0562 0.4979 0.5656
78 77 2.0541 0.4958 0.5768
79 78 2.0440 0.4989 0.5634
80 79 2.0514 0.4968 0.5668
81 80 2.0222 0.5041 0.5668
82 81 2.0218 0.5031 0.5710
83 82 2.0103 0.5076 0.5726
84 83 2.0098 0.5082 0.5682
85 84 2.0107 0.5037 0.5712
86 85 1.9995 0.5077 0.5710
87 86 1.9856 0.5075 0.5738
88 87 1.9853 0.5118 0.5784
89 88 1.9737 0.5112 0.5774
90 89 1.9689 0.5128 0.5738
91 90 1.9658 0.5153 0.5742
92 91 1.9690 0.5122 0.5832
93 92 1.9479 0.5181 0.5746
94 93 1.9377 0.5153 0.5812
95 94 1.9497 0.5186 0.5784
96 95 1.9331 0.5225 0.5794
97 96 1.9355 0.5204 0.5798
98 97 1.9173 0.5238 0.5800
99 98 1.9240 0.5224 0.5820
100 99 1.9074 0.5274 0.5794
101 100 1.9067 0.5254 0.5832
102 101 1.9118 0.5237 0.5864
103 102 1.8994 0.5271 0.5888
104 103 1.8869 0.5290 0.5872
105 104 1.8926 0.5264 0.5822
106 105 1.8723 0.5328 0.5864
107 106 1.8823 0.5291 0.5914
108 107 1.8687 0.5343 0.5822
109 108 1.8619 0.5355 0.5896
110 109 1.8645 0.5339 0.5840
111 110 1.8654 0.5339 0.5888
112 111 1.8608 0.5326 0.5908
113 112 1.8408 0.5373 0.5956
114 113 1.8514 0.5355 0.5884
115 114 1.8336 0.5412 0.5934
116 115 1.8400 0.5373 0.5956
117 116 1.8321 0.5401 0.5984
118 117 1.8245 0.5413 0.5924
119 118 1.8260 0.5409 0.6024
120 119 1.8144 0.5436 0.5908
121 120 1.8128 0.5460 0.5946
122 121 1.8159 0.5438 0.5948
123 122 1.8067 0.5432 0.5950
124 123 1.7979 0.5482 0.5932
125 124 1.7919 0.5514 0.5924
126 125 1.7971 0.5482 0.5984
127 126 1.7887 0.5481 0.5936
128 127 1.7775 0.5536 0.6018
129 128 1.7779 0.5512 0.5982
130 129 1.7683 0.5519 0.5984
131 130 1.6517 0.5836 0.5964
132 131 1.6083 0.5934 0.6018
133 132 1.5891 0.5982 0.5950
134 133 1.5555 0.6096 0.6046
135 134 1.5331 0.6143 0.6022
136 135 1.5108 0.6207 0.6024
137 136 1.4987 0.6222 0.6008
138 137 1.4699 0.6307 0.6014
139 138 1.4543 0.6354 0.6008
140 139 1.4297 0.6442 0.5972
141 140 1.4200 0.6460 0.5986
142 141 1.4044 0.6457 0.5972
143 142 1.3813 0.6554 0.5986
144 143 1.3702 0.6566 0.5954
145 144 1.3523 0.6608 0.5922

169
tikz/validation-curve/cifar100_smooth_20170428-2040-17_history.csv Normal file
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@ -0,0 +1,169 @@
epoch,loss,acc,val_acc
1,4.6075,0.0549,0.1590
2,4.1567,0.1119,0.2044
3,3.9684,0.1476,0.2366
4,3.8176,0.1769,0.2734
5,3.6992,0.2035,0.2986
6,3.5983,0.2247,0.3228
7,3.5156,0.2403,0.3340
8,3.4483,0.2524,0.3506
9,3.3839,0.2672,0.3640
10,3.3253,0.2771,0.3714
11,3.2734,0.2862,0.3718
12,3.2273,0.2957,0.3866
13,3.1706,0.3073,0.3952
14,3.1303,0.3118,0.4044
15,3.0860,0.3196,0.4060
16,3.0511,0.3287,0.4192
17,3.0162,0.3323,0.4236
18,2.9727,0.3407,0.4268
19,2.9413,0.3453,0.4318
20,2.9138,0.3507,0.4392
21,2.8723,0.3569,0.4428
22,2.8514,0.3592,0.4508
23,2.8175,0.3683,0.4576
24,2.7892,0.3703,0.4612
25,2.7572,0.3771,0.4708
26,2.7386,0.3793,0.4666
27,2.7123,0.3847,0.4634
28,2.6834,0.3907,0.4770
29,2.6634,0.3929,0.4788
30,2.6424,0.3947,0.4842
31,2.6220,0.3992,0.4830
32,2.5995,0.4027,0.4838
33,2.5851,0.4047,0.4866
34,2.5653,0.4090,0.4936
35,2.5462,0.4116,0.4968
36,2.5148,0.4154,0.4962
37,2.5093,0.4157,0.5038
38,2.4900,0.4219,0.5014
39,2.4662,0.4260,0.5118
40,2.4620,0.4234,0.5146
41,2.4371,0.4287,0.5110
42,2.4252,0.4287,0.5100
43,2.4072,0.4357,0.5222
44,2.3989,0.4360,0.5206
45,2.3799,0.4424,0.5176
46,2.3682,0.4415,0.5178
47,2.3497,0.4455,0.5156
48,2.3344,0.4495,0.5296
49,2.3321,0.4468,0.5292
50,2.3176,0.4491,0.5296
51,2.2960,0.4520,0.5230
52,2.2900,0.4546,0.5388
53,2.2771,0.4573,0.5366
54,2.2631,0.4587,0.5322
55,2.2551,0.4633,0.5334
56,2.2393,0.4631,0.5364
57,2.2342,0.4641,0.5332
58,2.2220,0.4682,0.5420
59,2.1999,0.4729,0.5414
60,2.1975,0.4703,0.5380
61,2.1975,0.4712,0.5456
62,2.1766,0.4733,0.5452
63,2.1760,0.4732,0.5512
64,2.1676,0.4731,0.5472
65,2.1508,0.4781,0.5492
66,2.1492,0.4824,0.5518
67,2.1382,0.4815,0.5576
68,2.1264,0.4844,0.5648
69,2.1152,0.4856,0.5462
70,2.1149,0.4846,0.5594
71,2.0962,0.4896,0.5560
72,2.0920,0.4910,0.5590
73,2.0886,0.4904,0.5582
74,2.0700,0.4971,0.5682
75,2.0678,0.4937,0.5686
76,2.0582,0.4975,0.5674
77,2.0552,0.4955,0.5758
78,2.0441,0.4976,0.5660
79,2.0520,0.4985,0.5638
80,2.0231,0.5047,0.5638
81,2.0232,0.5036,0.5686
82,2.0098,0.5081,0.5728
83,2.0107,0.5084,0.5668
84,2.0113,0.5040,0.5738
85,1.9994,0.5087,0.5688
86,1.9842,0.5087,0.5720
87,1.9860,0.5104,0.5768
88,1.9729,0.5109,0.5770
89,1.9685,0.5120,0.5730
90,1.9651,0.5156,0.5750
91,1.9682,0.5120,0.5782
92,1.9476,0.5175,0.5760
93,1.9379,0.5164,0.5792
94,1.9493,0.5186,0.5804
95,1.9334,0.5224,0.5810
96,1.9348,0.5193,0.5810
97,1.9185,0.5241,0.5812
98,1.9243,0.5228,0.5784
99,1.9093,0.5271,0.5780
100,1.9048,0.5279,0.5798
101,1.9105,0.5246,0.5816
102,1.8990,0.5275,0.5858
103,1.8860,0.5295,0.5844
104,1.8941,0.5257,0.5824
105,1.8724,0.5341,0.5832
106,1.8820,0.5309,0.5868
107,1.8696,0.5335,0.5868
108,1.8623,0.5350,0.5870
109,1.8663,0.5335,0.5852
110,1.8669,0.5332,0.5842
111,1.8594,0.5333,0.5884
112,1.8406,0.5372,0.5956
113,1.8514,0.5351,0.5864
114,1.8341,0.5427,0.5908
115,1.8413,0.5366,0.5942
116,1.8321,0.5400,0.5926
117,1.8246,0.5416,0.5900
118,1.8253,0.5423,0.5996
119,1.8163,0.5444,0.5880
120,1.8151,0.5451,0.5914
121,1.8153,0.5426,0.5926
122,1.8050,0.5442,0.5964
123,1.7975,0.5499,0.5898
124,1.7927,0.5494,0.5912
125,1.7977,0.5477,0.5982
126,1.7888,0.5489,0.5926
127,1.7753,0.5512,0.6004
128,1.7783,0.5503,0.5968
129,1.7688,0.5513,0.5984
130,1.7788,0.5520,0.5960
131,1.7768,0.5503,0.5976
132,1.7653,0.5568,0.6018
133,1.7634,0.5556,0.5980
134,1.7540,0.5558,0.5940
135,1.7612,0.5540,0.5962
136,1.7546,0.5559,0.6010
137,1.7543,0.5581,0.5984
138,1.7392,0.5624,0.6040
139,1.7441,0.5572,0.5978
140,1.7424,0.5603,0.6002
141,1.7324,0.5606,0.5996
142,1.7354,0.5615,0.6000
143,1.7291,0.5612,0.6008
144,1.7189,0.5641,0.6036
145,1.7133,0.5652,0.6084
146,1.7209,0.5626,0.6066
147,1.7092,0.5640,0.6004
148,1.7151,0.5635,0.6056
149,1.7120,0.5647,0.5984
150,1.7098,0.5641,0.6030
151,1.6928,0.5714,0.6048
152,1.6981,0.5688,0.6052
153,1.6946,0.5674,0.6056
154,1.7033,0.5654,0.6024
155,1.6855,0.5704,0.6072
156,1.6806,0.5735,0.6076
157,1.5460,0.6078,0.6138
158,1.5167,0.6156,0.6066
159,1.4789,0.6254,0.6066
160,1.4643,0.6262,0.6058
161,1.4332,0.6371,0.6064
162,1.4149,0.6424,0.6050
163,1.3989,0.6470,0.6080
164,1.3773,0.6499,0.6052
165,1.3636,0.6583,0.6056
166,1.3410,0.6632,0.6024
167,1.3237,0.6655,0.6082
168,1.3118,0.6694,0.5982
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

198
tikz/validation-curve/cifar100_smooth_20170428-2132-50_history.csv Normal file
View file

@ -0,0 +1,198 @@
epoch,loss,acc,val_acc
1,4.6074,0.0547,0.1578
2,4.1563,0.1124,0.2044
3,3.9679,0.1478,0.2350
4,3.8170,0.1763,0.2710
5,3.6989,0.2028,0.3032
6,3.5978,0.2254,0.3226
7,3.5157,0.2402,0.3374
8,3.4484,0.2533,0.3500
9,3.3836,0.2676,0.3654
10,3.3250,0.2772,0.3702
11,3.2734,0.2856,0.3754
12,3.2272,0.2952,0.3894
13,3.1709,0.3062,0.3962
14,3.1301,0.3120,0.4046
15,3.0864,0.3202,0.4088
16,3.0506,0.3290,0.4176
17,3.0160,0.3323,0.4218
18,2.9731,0.3407,0.4278
19,2.9413,0.3456,0.4344
20,2.9136,0.3507,0.4358
21,2.8727,0.3576,0.4430
22,2.8516,0.3590,0.4540
23,2.8170,0.3685,0.4580
24,2.7890,0.3705,0.4640
25,2.7573,0.3780,0.4656
26,2.7376,0.3784,0.4732
27,2.7114,0.3847,0.4670
28,2.6828,0.3906,0.4764
29,2.6626,0.3939,0.4786
30,2.6419,0.3950,0.4872
31,2.6216,0.3987,0.4852
32,2.5982,0.4045,0.4824
33,2.5840,0.4046,0.4854
34,2.5644,0.4081,0.4924
35,2.5458,0.4127,0.4946
36,2.5134,0.4160,0.4988
37,2.5084,0.4167,0.5036
38,2.4897,0.4212,0.4976
39,2.4652,0.4273,0.5074
40,2.4615,0.4237,0.5134
41,2.4363,0.4289,0.5086
42,2.4234,0.4295,0.5092
43,2.4064,0.4361,0.5196
44,2.3978,0.4370,0.5192
45,2.3786,0.4417,0.5208
46,2.3667,0.4410,0.5174
47,2.3488,0.4456,0.5160
48,2.3337,0.4487,0.5264
49,2.3312,0.4475,0.5266
50,2.3168,0.4485,0.5308
51,2.2953,0.4518,0.5256
52,2.2883,0.4547,0.5372
53,2.2752,0.4562,0.5366
54,2.2618,0.4597,0.5326
55,2.2544,0.4626,0.5354
56,2.2380,0.4627,0.5380
57,2.2333,0.4633,0.5336
58,2.2207,0.4688,0.5390
59,2.1986,0.4729,0.5416
60,2.1960,0.4704,0.5414
61,2.1960,0.4707,0.5428
62,2.1758,0.4724,0.5446
63,2.1738,0.4738,0.5514
64,2.1662,0.4737,0.5448
65,2.1475,0.4785,0.5488
66,2.1472,0.4814,0.5514
67,2.1357,0.4832,0.5582
68,2.1253,0.4842,0.5596
69,2.1140,0.4860,0.5478
70,2.1137,0.4853,0.5584
71,2.0957,0.4888,0.5562
72,2.0897,0.4909,0.5596
73,2.0864,0.4918,0.5612
74,2.0690,0.4976,0.5698
75,2.0675,0.4941,0.5682
76,2.0561,0.4970,0.5658
77,2.0533,0.4948,0.5764
78,2.0432,0.4972,0.5644
79,2.0489,0.4972,0.5666
80,2.0201,0.5056,0.5644
81,2.0214,0.5036,0.5674
82,2.0096,0.5073,0.5730
83,2.0077,0.5092,0.5688
84,2.0094,0.5044,0.5738
85,1.9985,0.5082,0.5678
86,1.9833,0.5087,0.5746
87,1.9836,0.5125,0.5796
88,1.9709,0.5097,0.5756
89,1.9678,0.5139,0.5770
90,1.9649,0.5172,0.5742
91,1.9673,0.5125,0.5780
92,1.9466,0.5203,0.5722
93,1.9361,0.5179,0.5734
94,1.9479,0.5180,0.5816
95,1.9321,0.5217,0.5814
96,1.9335,0.5190,0.5792
97,1.9159,0.5239,0.5800
98,1.9212,0.5224,0.5778
99,1.9087,0.5268,0.5802
100,1.9042,0.5278,0.5810
101,1.9115,0.5236,0.5846
102,1.8980,0.5268,0.5826
103,1.8854,0.5292,0.5874
104,1.8930,0.5265,0.5786
105,1.8709,0.5337,0.5856
106,1.8809,0.5293,0.5898
107,1.8683,0.5328,0.5894
108,1.8601,0.5355,0.5872
109,1.8631,0.5341,0.5856
110,1.8637,0.5336,0.5888
111,1.8581,0.5326,0.5882
112,1.8390,0.5381,0.5906
113,1.8485,0.5368,0.5938
114,1.8326,0.5417,0.5866
115,1.8387,0.5374,0.5904
116,1.8311,0.5421,0.5968
117,1.8233,0.5411,0.5890
118,1.8262,0.5413,0.5964
119,1.8138,0.5447,0.5924
120,1.8114,0.5465,0.5948
121,1.8136,0.5432,0.5922
122,1.8049,0.5447,0.5950
123,1.7954,0.5493,0.5956
124,1.7919,0.5507,0.5962
125,1.7956,0.5467,0.5958
126,1.7877,0.5484,0.5914
127,1.7734,0.5535,0.5980
128,1.7765,0.5524,0.6002
129,1.7678,0.5519,0.5980
130,1.7759,0.5527,0.6010
131,1.7753,0.5512,0.6022
132,1.7643,0.5565,0.6028
133,1.7624,0.5559,0.5974
134,1.7529,0.5557,0.5944
135,1.7587,0.5528,0.5984
136,1.7531,0.5567,0.6064
137,1.7536,0.5586,0.5988
138,1.7372,0.5629,0.6012
139,1.7428,0.5565,0.6018
140,1.7406,0.5603,0.6038
141,1.7321,0.5611,0.6040
142,1.7340,0.5612,0.6026
143,1.7267,0.5631,0.6034
144,1.7173,0.5621,0.6080
145,1.7122,0.5659,0.6070
146,1.7186,0.5637,0.6062
147,1.7066,0.5663,0.6014
148,1.7126,0.5628,0.6036
149,1.7107,0.5662,0.5956
150,1.7089,0.5659,0.5994
151,1.6942,0.5692,0.6056
152,1.6980,0.5687,0.6062
153,1.6943,0.5687,0.6066
154,1.7027,0.5668,0.6046
155,1.6839,0.5710,0.6096
156,1.6788,0.5746,0.6106
157,1.6788,0.5731,0.6076
158,1.6827,0.5730,0.6058
159,1.6802,0.5714,0.6032
160,1.6743,0.5751,0.6118
161,1.6720,0.5732,0.6096
162,1.6639,0.5764,0.6104
163,1.6738,0.5711,0.6122
164,1.6577,0.5797,0.6140
165,1.6620,0.5753,0.6084
166,1.6664,0.5742,0.6076
167,1.6534,0.5792,0.6106
168,1.6562,0.5758,0.6126
169,1.6549,0.5774,0.6138
170,1.6508,0.5776,0.6108
171,1.6413,0.5818,0.6108
172,1.6455,0.5794,0.6114
173,1.6434,0.5789,0.6190
174,1.6314,0.5808,0.6070
175,1.6276,0.5848,0.6114
176,1.6344,0.5802,0.6142
177,1.6161,0.5875,0.6096
178,1.6254,0.5840,0.6094
179,1.6227,0.5852,0.6128
180,1.6202,0.5860,0.6166
181,1.6200,0.5832,0.6078
182,1.6187,0.5841,0.6150
183,1.6207,0.5835,0.6172
184,1.6136,0.5851,0.6154
185,1.4693,0.6237,0.6198
186,1.4354,0.6313,0.6212
187,1.4070,0.6402,0.6168
188,1.3808,0.6467,0.6148
189,1.3586,0.6530,0.6200
190,1.3428,0.6534,0.6200
191,1.3196,0.6654,0.6130
192,1.2930,0.6706,0.6108
193,1.2756,0.6752,0.6174
194,1.2655,0.6767,0.6144
195,1.2453,0.6838,0.6170
196,1.2317,0.6904,0.6122
197,1.2176,0.6928,0.6124
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

193
tikz/validation-curve/cifar100_smooth_20170428-2234-51_history.csv Normal file
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@ -0,0 +1,193 @@
epoch,loss,acc,val_acc
1,4.6073,0.0549,0.1590
2,4.1562,0.1120,0.2062
3,3.9678,0.1473,0.2358
4,3.8168,0.1767,0.2722
5,3.6992,0.2033,0.3030
6,3.5974,0.2255,0.3234
7,3.5156,0.2403,0.3352
8,3.4476,0.2530,0.3498
9,3.3832,0.2681,0.3638
10,3.3243,0.2787,0.3690
11,3.2723,0.2872,0.3730
12,3.2264,0.2960,0.3850
13,3.1701,0.3070,0.3934
14,3.1287,0.3122,0.4056
15,3.0851,0.3203,0.4084
16,3.0500,0.3295,0.4194
17,3.0151,0.3332,0.4230
18,2.9720,0.3405,0.4266
19,2.9405,0.3458,0.4348
20,2.9132,0.3509,0.4346
21,2.8718,0.3575,0.4436
22,2.8506,0.3583,0.4520
23,2.8166,0.3672,0.4580
24,2.7886,0.3718,0.4622
25,2.7565,0.3776,0.4688
26,2.7369,0.3796,0.4674
27,2.7103,0.3850,0.4638
28,2.6824,0.3914,0.4782
29,2.6627,0.3934,0.4776
30,2.6412,0.3949,0.4864
31,2.6206,0.3986,0.4850
32,2.5977,0.4031,0.4810
33,2.5834,0.4057,0.4892
34,2.5642,0.4074,0.4934
35,2.5454,0.4133,0.4954
36,2.5132,0.4165,0.4968
37,2.5077,0.4181,0.5040
38,2.4894,0.4215,0.5028
39,2.4651,0.4255,0.5086
40,2.4599,0.4249,0.5142
41,2.4360,0.4286,0.5108
42,2.4232,0.4303,0.5118
43,2.4052,0.4350,0.5232
44,2.3972,0.4362,0.5188
45,2.3786,0.4425,0.5184
46,2.3666,0.4410,0.5206
47,2.3481,0.4456,0.5160
48,2.3335,0.4492,0.5292
49,2.3313,0.4468,0.5276
50,2.3164,0.4496,0.5312
51,2.2948,0.4528,0.5242
52,2.2877,0.4557,0.5360
53,2.2756,0.4554,0.5368
54,2.2619,0.4599,0.5324
55,2.2542,0.4633,0.5332
56,2.2382,0.4639,0.5358
57,2.2330,0.4649,0.5302
58,2.2207,0.4673,0.5420
59,2.1983,0.4741,0.5434
60,2.1967,0.4700,0.5452
61,2.1968,0.4695,0.5450
62,2.1756,0.4729,0.5442
63,2.1744,0.4749,0.5510
64,2.1672,0.4730,0.5488
65,2.1487,0.4789,0.5478
66,2.1472,0.4822,0.5522
67,2.1363,0.4825,0.5572
68,2.1254,0.4836,0.5606
69,2.1138,0.4849,0.5460
70,2.1141,0.4854,0.5592
71,2.0960,0.4890,0.5538
72,2.0910,0.4908,0.5554
73,2.0876,0.4902,0.5576
74,2.0687,0.4964,0.5664
75,2.0675,0.4946,0.5648
76,2.0564,0.4959,0.5630
77,2.0527,0.4966,0.5732
78,2.0429,0.4975,0.5646
79,2.0497,0.4992,0.5656
80,2.0212,0.5048,0.5666
81,2.0215,0.5043,0.5682
82,2.0095,0.5083,0.5728
83,2.0082,0.5081,0.5666
84,2.0102,0.5063,0.5742
85,1.9991,0.5085,0.5684
86,1.9829,0.5100,0.5746
87,1.9846,0.5119,0.5764
88,1.9716,0.5112,0.5776
89,1.9679,0.5117,0.5748
90,1.9640,0.5163,0.5716
91,1.9683,0.5128,0.5806
92,1.9464,0.5199,0.5774
93,1.9379,0.5160,0.5804
94,1.9489,0.5196,0.5814
95,1.9316,0.5223,0.5802
96,1.9347,0.5191,0.5792
97,1.9174,0.5235,0.5820
98,1.9228,0.5222,0.5768
99,1.9094,0.5262,0.5788
100,1.9040,0.5259,0.5816
101,1.9112,0.5242,0.5842
102,1.8978,0.5282,0.5886
103,1.8845,0.5281,0.5852
104,1.8934,0.5278,0.5810
105,1.8714,0.5344,0.5870
106,1.8809,0.5298,0.5904
107,1.8696,0.5316,0.5842
108,1.8612,0.5350,0.5878
109,1.8652,0.5340,0.5850
110,1.8643,0.5325,0.5870
111,1.8574,0.5326,0.5876
112,1.8398,0.5383,0.5974
113,1.8492,0.5341,0.5902
114,1.8335,0.5411,0.5900
115,1.8404,0.5362,0.5934
116,1.8299,0.5411,0.5922
117,1.8233,0.5424,0.5906
118,1.8245,0.5425,0.6010
119,1.8151,0.5444,0.5942
120,1.8122,0.5478,0.5962
121,1.8143,0.5427,0.5960
122,1.8050,0.5458,0.5930
123,1.7966,0.5504,0.5920
124,1.7922,0.5495,0.5918
125,1.7971,0.5456,0.5968
126,1.7892,0.5475,0.5936
127,1.7744,0.5530,0.6020
128,1.7776,0.5513,0.6022
129,1.7676,0.5505,0.5960
130,1.7763,0.5519,0.6004
131,1.7762,0.5514,0.5984
132,1.7642,0.5563,0.6026
133,1.7620,0.5554,0.5982
134,1.7513,0.5567,0.5962
135,1.7596,0.5522,0.5968
136,1.7548,0.5555,0.6046
137,1.7541,0.5584,0.5976
138,1.7398,0.5601,0.6032
139,1.7447,0.5582,0.6022
140,1.7409,0.5600,0.6000
141,1.7332,0.5618,0.6008
142,1.7340,0.5615,0.6036
143,1.7296,0.5631,0.6016
144,1.7179,0.5643,0.6072
145,1.7122,0.5655,0.6072
146,1.7190,0.5633,0.6056
147,1.7088,0.5664,0.5968
148,1.7145,0.5632,0.5998
149,1.7110,0.5652,0.5992
150,1.7088,0.5659,0.6032
151,1.6937,0.5710,0.6072
152,1.6959,0.5683,0.6096
153,1.6943,0.5678,0.6068
154,1.7033,0.5676,0.6052
155,1.6855,0.5690,0.6052
156,1.6785,0.5742,0.6084
157,1.6772,0.5716,0.6046
158,1.6827,0.5716,0.6052
159,1.6813,0.5708,0.6036
160,1.6734,0.5740,0.6074
161,1.6737,0.5727,0.6086
162,1.6639,0.5766,0.6092
163,1.6734,0.5711,0.6130
164,1.6575,0.5800,0.6144
165,1.6630,0.5737,0.6070
166,1.6654,0.5759,0.6094
167,1.6528,0.5788,0.6122
168,1.6576,0.5750,0.6172
169,1.6549,0.5756,0.6146
170,1.6509,0.5756,0.6112
171,1.6415,0.5830,0.6112
172,1.6446,0.5802,0.6104
173,1.6435,0.5815,0.6154
174,1.6334,0.5825,0.6072
175,1.6261,0.5859,0.6116
176,1.6336,0.5816,0.6116
177,1.6166,0.5853,0.6098
178,1.6244,0.5861,0.6068
179,1.6214,0.5848,0.6088
180,1.4886,0.6200,0.6138
181,1.4532,0.6316,0.6164
182,1.4114,0.6413,0.6156
183,1.3942,0.6442,0.6150
184,1.3731,0.6504,0.6164
185,1.3409,0.6589,0.6142
186,1.3336,0.6611,0.6144
187,1.3136,0.6667,0.6056
188,1.2914,0.6733,0.6100
189,1.2770,0.6761,0.6114
190,1.2684,0.6787,0.6084
191,1.2503,0.6840,0.6054
192,1.2362,0.6893,0.6046
1 epoch loss acc val_acc
2 1 4.6073 0.0549 0.1590
3 2 4.1562 0.1120 0.2062
4 3 3.9678 0.1473 0.2358
5 4 3.8168 0.1767 0.2722
6 5 3.6992 0.2033 0.3030
7 6 3.5974 0.2255 0.3234
8 7 3.5156 0.2403 0.3352
9 8 3.4476 0.2530 0.3498
10 9 3.3832 0.2681 0.3638
11 10 3.3243 0.2787 0.3690
12 11 3.2723 0.2872 0.3730
13 12 3.2264 0.2960 0.3850
14 13 3.1701 0.3070 0.3934
15 14 3.1287 0.3122 0.4056
16 15 3.0851 0.3203 0.4084
17 16 3.0500 0.3295 0.4194
18 17 3.0151 0.3332 0.4230
19 18 2.9720 0.3405 0.4266
20 19 2.9405 0.3458 0.4348
21 20 2.9132 0.3509 0.4346
22 21 2.8718 0.3575 0.4436
23 22 2.8506 0.3583 0.4520
24 23 2.8166 0.3672 0.4580
25 24 2.7886 0.3718 0.4622
26 25 2.7565 0.3776 0.4688
27 26 2.7369 0.3796 0.4674
28 27 2.7103 0.3850 0.4638
29 28 2.6824 0.3914 0.4782
30 29 2.6627 0.3934 0.4776
31 30 2.6412 0.3949 0.4864
32 31 2.6206 0.3986 0.4850
33 32 2.5977 0.4031 0.4810
34 33 2.5834 0.4057 0.4892
35 34 2.5642 0.4074 0.4934
36 35 2.5454 0.4133 0.4954
37 36 2.5132 0.4165 0.4968
38 37 2.5077 0.4181 0.5040
39 38 2.4894 0.4215 0.5028
40 39 2.4651 0.4255 0.5086
41 40 2.4599 0.4249 0.5142
42 41 2.4360 0.4286 0.5108
43 42 2.4232 0.4303 0.5118
44 43 2.4052 0.4350 0.5232
45 44 2.3972 0.4362 0.5188
46 45 2.3786 0.4425 0.5184
47 46 2.3666 0.4410 0.5206
48 47 2.3481 0.4456 0.5160
49 48 2.3335 0.4492 0.5292
50 49 2.3313 0.4468 0.5276
51 50 2.3164 0.4496 0.5312
52 51 2.2948 0.4528 0.5242
53 52 2.2877 0.4557 0.5360
54 53 2.2756 0.4554 0.5368
55 54 2.2619 0.4599 0.5324
56 55 2.2542 0.4633 0.5332
57 56 2.2382 0.4639 0.5358
58 57 2.2330 0.4649 0.5302
59 58 2.2207 0.4673 0.5420
60 59 2.1983 0.4741 0.5434
61 60 2.1967 0.4700 0.5452
62 61 2.1968 0.4695 0.5450
63 62 2.1756 0.4729 0.5442
64 63 2.1744 0.4749 0.5510
65 64 2.1672 0.4730 0.5488
66 65 2.1487 0.4789 0.5478
67 66 2.1472 0.4822 0.5522
68 67 2.1363 0.4825 0.5572
69 68 2.1254 0.4836 0.5606
70 69 2.1138 0.4849 0.5460
71 70 2.1141 0.4854 0.5592
72 71 2.0960 0.4890 0.5538
73 72 2.0910 0.4908 0.5554
74 73 2.0876 0.4902 0.5576
75 74 2.0687 0.4964 0.5664
76 75 2.0675 0.4946 0.5648
77 76 2.0564 0.4959 0.5630
78 77 2.0527 0.4966 0.5732
79 78 2.0429 0.4975 0.5646
80 79 2.0497 0.4992 0.5656
81 80 2.0212 0.5048 0.5666
82 81 2.0215 0.5043 0.5682
83 82 2.0095 0.5083 0.5728
84 83 2.0082 0.5081 0.5666
85 84 2.0102 0.5063 0.5742
86 85 1.9991 0.5085 0.5684
87 86 1.9829 0.5100 0.5746
88 87 1.9846 0.5119 0.5764
89 88 1.9716 0.5112 0.5776
90 89 1.9679 0.5117 0.5748
91 90 1.9640 0.5163 0.5716
92 91 1.9683 0.5128 0.5806
93 92 1.9464 0.5199 0.5774
94 93 1.9379 0.5160 0.5804
95 94 1.9489 0.5196 0.5814
96 95 1.9316 0.5223 0.5802
97 96 1.9347 0.5191 0.5792
98 97 1.9174 0.5235 0.5820
99 98 1.9228 0.5222 0.5768
100 99 1.9094 0.5262 0.5788
101 100 1.9040 0.5259 0.5816
102 101 1.9112 0.5242 0.5842
103 102 1.8978 0.5282 0.5886
104 103 1.8845 0.5281 0.5852
105 104 1.8934 0.5278 0.5810
106 105 1.8714 0.5344 0.5870
107 106 1.8809 0.5298 0.5904
108 107 1.8696 0.5316 0.5842
109 108 1.8612 0.5350 0.5878
110 109 1.8652 0.5340 0.5850
111 110 1.8643 0.5325 0.5870
112 111 1.8574 0.5326 0.5876
113 112 1.8398 0.5383 0.5974
114 113 1.8492 0.5341 0.5902
115 114 1.8335 0.5411 0.5900
116 115 1.8404 0.5362 0.5934
117 116 1.8299 0.5411 0.5922
118 117 1.8233 0.5424 0.5906
119 118 1.8245 0.5425 0.6010
120 119 1.8151 0.5444 0.5942
121 120 1.8122 0.5478 0.5962
122 121 1.8143 0.5427 0.5960
123 122 1.8050 0.5458 0.5930
124 123 1.7966 0.5504 0.5920
125 124 1.7922 0.5495 0.5918
126 125 1.7971 0.5456 0.5968
127 126 1.7892 0.5475 0.5936
128 127 1.7744 0.5530 0.6020
129 128 1.7776 0.5513 0.6022
130 129 1.7676 0.5505 0.5960
131 130 1.7763 0.5519 0.6004
132 131 1.7762 0.5514 0.5984
133 132 1.7642 0.5563 0.6026
134 133 1.7620 0.5554 0.5982
135 134 1.7513 0.5567 0.5962
136 135 1.7596 0.5522 0.5968
137 136 1.7548 0.5555 0.6046
138 137 1.7541 0.5584 0.5976
139 138 1.7398 0.5601 0.6032
140 139 1.7447 0.5582 0.6022
141 140 1.7409 0.5600 0.6000
142 141 1.7332 0.5618 0.6008
143 142 1.7340 0.5615 0.6036
144 143 1.7296 0.5631 0.6016
145 144 1.7179 0.5643 0.6072
146 145 1.7122 0.5655 0.6072
147 146 1.7190 0.5633 0.6056
148 147 1.7088 0.5664 0.5968
149 148 1.7145 0.5632 0.5998
150 149 1.7110 0.5652 0.5992
151 150 1.7088 0.5659 0.6032
152 151 1.6937 0.5710 0.6072
153 152 1.6959 0.5683 0.6096
154 153 1.6943 0.5678 0.6068
155 154 1.7033 0.5676 0.6052
156 155 1.6855 0.5690 0.6052
157 156 1.6785 0.5742 0.6084
158 157 1.6772 0.5716 0.6046
159 158 1.6827 0.5716 0.6052
160 159 1.6813 0.5708 0.6036
161 160 1.6734 0.5740 0.6074
162 161 1.6737 0.5727 0.6086
163 162 1.6639 0.5766 0.6092
164 163 1.6734 0.5711 0.6130
165 164 1.6575 0.5800 0.6144
166 165 1.6630 0.5737 0.6070
167 166 1.6654 0.5759 0.6094
168 167 1.6528 0.5788 0.6122
169 168 1.6576 0.5750 0.6172
170 169 1.6549 0.5756 0.6146
171 170 1.6509 0.5756 0.6112
172 171 1.6415 0.5830 0.6112
173 172 1.6446 0.5802 0.6104
174 173 1.6435 0.5815 0.6154
175 174 1.6334 0.5825 0.6072
176 175 1.6261 0.5859 0.6116
177 176 1.6336 0.5816 0.6116
178 177 1.6166 0.5853 0.6098
179 178 1.6244 0.5861 0.6068
180 179 1.6214 0.5848 0.6088
181 180 1.4886 0.6200 0.6138
182 181 1.4532 0.6316 0.6164
183 182 1.4114 0.6413 0.6156
184 183 1.3942 0.6442 0.6150
185 184 1.3731 0.6504 0.6164
186 185 1.3409 0.6589 0.6142
187 186 1.3336 0.6611 0.6144
188 187 1.3136 0.6667 0.6056
189 188 1.2914 0.6733 0.6100
190 189 1.2770 0.6761 0.6114
191 190 1.2684 0.6787 0.6084
192 191 1.2503 0.6840 0.6054
193 192 1.2362 0.6893 0.6046

191
tikz/validation-curve/cifar100_smooth_20170428-2334-59_history.csv Normal file
View file

@ -0,0 +1,191 @@
epoch,loss,acc,val_acc
1,4.6073,0.0546,0.1588
2,4.1564,0.1122,0.2028
3,3.9684,0.1474,0.2358
4,3.8173,0.1765,0.2716
5,3.6989,0.2035,0.3014
6,3.5975,0.2251,0.3228
7,3.5154,0.2398,0.3336
8,3.4483,0.2528,0.3512
9,3.3836,0.2678,0.3622
10,3.3246,0.2779,0.3714
11,3.2730,0.2852,0.3744
12,3.2271,0.2962,0.3854
13,3.1704,0.3064,0.3966
14,3.1299,0.3120,0.4014
15,3.0863,0.3202,0.4092
16,3.0511,0.3285,0.4172
17,3.0162,0.3324,0.4228
18,2.9730,0.3418,0.4280
19,2.9415,0.3446,0.4348
20,2.9142,0.3501,0.4356
21,2.8723,0.3564,0.4444
22,2.8513,0.3593,0.4508
23,2.8171,0.3671,0.4554
24,2.7891,0.3701,0.4620
25,2.7573,0.3782,0.4708
26,2.7380,0.3786,0.4680
27,2.7115,0.3849,0.4654
28,2.6831,0.3912,0.4762
29,2.6632,0.3929,0.4776
30,2.6427,0.3949,0.4836
31,2.6216,0.3996,0.4828
32,2.5993,0.4035,0.4806
33,2.5846,0.4040,0.4900
34,2.5651,0.4087,0.4940
35,2.5470,0.4122,0.4950
36,2.5142,0.4156,0.4962
37,2.5091,0.4169,0.5032
38,2.4911,0.4213,0.4990
39,2.4664,0.4264,0.5080
40,2.4617,0.4237,0.5128
41,2.4365,0.4297,0.5118
42,2.4239,0.4303,0.5110
43,2.4069,0.4354,0.5204
44,2.3983,0.4352,0.5214
45,2.3792,0.4426,0.5172
46,2.3683,0.4430,0.5210
47,2.3499,0.4462,0.5206
48,2.3355,0.4487,0.5260
49,2.3316,0.4478,0.5258
50,2.3170,0.4485,0.5314
51,2.2960,0.4532,0.5218
52,2.2899,0.4541,0.5376
53,2.2763,0.4575,0.5380
54,2.2626,0.4598,0.5352
55,2.2555,0.4629,0.5322
56,2.2393,0.4642,0.5332
57,2.2341,0.4639,0.5304
58,2.2224,0.4690,0.5400
59,2.1997,0.4724,0.5428
60,2.1982,0.4692,0.5446
61,2.1974,0.4705,0.5460
62,2.1767,0.4717,0.5470
63,2.1760,0.4745,0.5500
64,2.1684,0.4731,0.5464
65,2.1497,0.4793,0.5482
66,2.1472,0.4813,0.5512
67,2.1373,0.4820,0.5630
68,2.1251,0.4832,0.5638
69,2.1147,0.4859,0.5508
70,2.1154,0.4837,0.5574
71,2.0960,0.4893,0.5586
72,2.0922,0.4906,0.5562
73,2.0874,0.4902,0.5580
74,2.0704,0.4972,0.5690
75,2.0683,0.4935,0.5648
76,2.0566,0.4958,0.5640
77,2.0549,0.4953,0.5700
78,2.0432,0.4990,0.5620
79,2.0511,0.4980,0.5672
80,2.0218,0.5070,0.5674
81,2.0228,0.5036,0.5684
82,2.0099,0.5081,0.5724
83,2.0093,0.5079,0.5662
84,2.0117,0.5041,0.5722
85,1.9998,0.5084,0.5706
86,1.9847,0.5092,0.5720
87,1.9858,0.5120,0.5762
88,1.9715,0.5104,0.5762
89,1.9677,0.5133,0.5736
90,1.9652,0.5165,0.5720
91,1.9682,0.5137,0.5764
92,1.9481,0.5175,0.5792
93,1.9373,0.5170,0.5776
94,1.9481,0.5177,0.5790
95,1.9331,0.5207,0.5762
96,1.9346,0.5198,0.5792
97,1.9186,0.5230,0.5842
98,1.9226,0.5220,0.5760
99,1.9093,0.5267,0.5782
100,1.9045,0.5286,0.5864
101,1.9114,0.5237,0.5840
102,1.8988,0.5271,0.5872
103,1.8870,0.5292,0.5862
104,1.8944,0.5271,0.5826
105,1.8737,0.5335,0.5866
106,1.8806,0.5294,0.5894
107,1.8691,0.5324,0.5840
108,1.8600,0.5366,0.5854
109,1.8654,0.5338,0.5838
110,1.8666,0.5331,0.5874
111,1.8583,0.5346,0.5878
112,1.8408,0.5359,0.5910
113,1.8509,0.5365,0.5932
114,1.8349,0.5413,0.5904
115,1.8399,0.5367,0.5886
116,1.8323,0.5403,0.5940
117,1.8248,0.5419,0.5884
118,1.8251,0.5409,0.5960
119,1.8159,0.5443,0.5912
120,1.8117,0.5458,0.5934
121,1.8153,0.5430,0.5942
122,1.8063,0.5434,0.5944
123,1.7969,0.5496,0.5930
124,1.7927,0.5495,0.5912
125,1.7967,0.5470,0.5990
126,1.7882,0.5484,0.5962
127,1.7745,0.5545,0.6010
128,1.7789,0.5516,0.5996
129,1.7681,0.5530,0.5996
130,1.7786,0.5528,0.6032
131,1.7762,0.5515,0.6010
132,1.7654,0.5551,0.6004
133,1.7641,0.5556,0.6010
134,1.7533,0.5558,0.5956
135,1.7618,0.5509,0.5972
136,1.7547,0.5559,0.6002
137,1.7550,0.5594,0.5994
138,1.7385,0.5618,0.6034
139,1.7431,0.5563,0.5984
140,1.7423,0.5611,0.5976
141,1.7341,0.5601,0.5996
142,1.7363,0.5598,0.6006
143,1.7282,0.5627,0.6014
144,1.7199,0.5638,0.6052
145,1.7151,0.5636,0.6066
146,1.7204,0.5641,0.6018
147,1.7083,0.5655,0.5994
148,1.7128,0.5634,0.6030
149,1.7125,0.5658,0.5970
150,1.7106,0.5659,0.6020
151,1.6939,0.5699,0.6072
152,1.6975,0.5718,0.6034
153,1.6942,0.5674,0.6080
154,1.7039,0.5641,0.6014
155,1.6850,0.5688,0.6032
156,1.6796,0.5737,0.6066
157,1.6797,0.5712,0.6050
158,1.6851,0.5713,0.6050
159,1.6805,0.5709,0.6040
160,1.6739,0.5733,0.6086
161,1.6744,0.5731,0.6088
162,1.6644,0.5771,0.6100
163,1.6741,0.5727,0.6144
164,1.6603,0.5781,0.6150
165,1.6627,0.5752,0.6114
166,1.6659,0.5761,0.6082
167,1.6545,0.5781,0.6172
168,1.6606,0.5746,0.6156
169,1.6542,0.5767,0.6108
170,1.6511,0.5781,0.6106
171,1.6421,0.5805,0.6118
172,1.6461,0.5803,0.6106
173,1.6437,0.5778,0.6160
174,1.6345,0.5821,0.6056
175,1.6286,0.5841,0.6126
176,1.6336,0.5823,0.6140
177,1.6180,0.5858,0.6124
178,1.6266,0.5852,0.6074
179,1.4899,0.6195,0.6178
180,1.4507,0.6280,0.6176
181,1.4259,0.6378,0.6118
182,1.4010,0.6406,0.6162
183,1.3791,0.6475,0.6140
184,1.3550,0.6548,0.6128
185,1.3347,0.6622,0.6154
186,1.3222,0.6637,0.6140
187,1.3022,0.6702,0.6090
188,1.2827,0.6775,0.6146
189,1.2716,0.6768,0.6146
190,1.2569,0.6798,0.6120
1 epoch loss acc val_acc
2 1 4.6073 0.0546 0.1588
3 2 4.1564 0.1122 0.2028
4 3 3.9684 0.1474 0.2358
5 4 3.8173 0.1765 0.2716
6 5 3.6989 0.2035 0.3014
7 6 3.5975 0.2251 0.3228
8 7 3.5154 0.2398 0.3336
9 8 3.4483 0.2528 0.3512
10 9 3.3836 0.2678 0.3622
11 10 3.3246 0.2779 0.3714
12 11 3.2730 0.2852 0.3744
13 12 3.2271 0.2962 0.3854
14 13 3.1704 0.3064 0.3966
15 14 3.1299 0.3120 0.4014
16 15 3.0863 0.3202 0.4092
17 16 3.0511 0.3285 0.4172
18 17 3.0162 0.3324 0.4228
19 18 2.9730 0.3418 0.4280
20 19 2.9415 0.3446 0.4348
21 20 2.9142 0.3501 0.4356
22 21 2.8723 0.3564 0.4444
23 22 2.8513 0.3593 0.4508
24 23 2.8171 0.3671 0.4554
25 24 2.7891 0.3701 0.4620
26 25 2.7573 0.3782 0.4708
27 26 2.7380 0.3786 0.4680
28 27 2.7115 0.3849 0.4654
29 28 2.6831 0.3912 0.4762
30 29 2.6632 0.3929 0.4776
31 30 2.6427 0.3949 0.4836
32 31 2.6216 0.3996 0.4828
33 32 2.5993 0.4035 0.4806
34 33 2.5846 0.4040 0.4900
35 34 2.5651 0.4087 0.4940
36 35 2.5470 0.4122 0.4950
37 36 2.5142 0.4156 0.4962
38 37 2.5091 0.4169 0.5032
39 38 2.4911 0.4213 0.4990
40 39 2.4664 0.4264 0.5080
41 40 2.4617 0.4237 0.5128
42 41 2.4365 0.4297 0.5118
43 42 2.4239 0.4303 0.5110
44 43 2.4069 0.4354 0.5204
45 44 2.3983 0.4352 0.5214
46 45 2.3792 0.4426 0.5172
47 46 2.3683 0.4430 0.5210
48 47 2.3499 0.4462 0.5206
49 48 2.3355 0.4487 0.5260
50 49 2.3316 0.4478 0.5258
51 50 2.3170 0.4485 0.5314
52 51 2.2960 0.4532 0.5218
53 52 2.2899 0.4541 0.5376
54 53 2.2763 0.4575 0.5380
55 54 2.2626 0.4598 0.5352
56 55 2.2555 0.4629 0.5322
57 56 2.2393 0.4642 0.5332
58 57 2.2341 0.4639 0.5304
59 58 2.2224 0.4690 0.5400
60 59 2.1997 0.4724 0.5428
61 60 2.1982 0.4692 0.5446
62 61 2.1974 0.4705 0.5460
63 62 2.1767 0.4717 0.5470
64 63 2.1760 0.4745 0.5500
65 64 2.1684 0.4731 0.5464
66 65 2.1497 0.4793 0.5482
67 66 2.1472 0.4813 0.5512
68 67 2.1373 0.4820 0.5630
69 68 2.1251 0.4832 0.5638
70 69 2.1147 0.4859 0.5508
71 70 2.1154 0.4837 0.5574
72 71 2.0960 0.4893 0.5586
73 72 2.0922 0.4906 0.5562
74 73 2.0874 0.4902 0.5580
75 74 2.0704 0.4972 0.5690
76 75 2.0683 0.4935 0.5648
77 76 2.0566 0.4958 0.5640
78 77 2.0549 0.4953 0.5700
79 78 2.0432 0.4990 0.5620
80 79 2.0511 0.4980 0.5672
81 80 2.0218 0.5070 0.5674
82 81 2.0228 0.5036 0.5684
83 82 2.0099 0.5081 0.5724
84 83 2.0093 0.5079 0.5662
85 84 2.0117 0.5041 0.5722
86 85 1.9998 0.5084 0.5706
87 86 1.9847 0.5092 0.5720
88 87 1.9858 0.5120 0.5762
89 88 1.9715 0.5104 0.5762
90 89 1.9677 0.5133 0.5736
91 90 1.9652 0.5165 0.5720
92 91 1.9682 0.5137 0.5764
93 92 1.9481 0.5175 0.5792
94 93 1.9373 0.5170 0.5776
95 94 1.9481 0.5177 0.5790
96 95 1.9331 0.5207 0.5762
97 96 1.9346 0.5198 0.5792
98 97 1.9186 0.5230 0.5842
99 98 1.9226 0.5220 0.5760
100 99 1.9093 0.5267 0.5782
101 100 1.9045 0.5286 0.5864
102 101 1.9114 0.5237 0.5840
103 102 1.8988 0.5271 0.5872
104 103 1.8870 0.5292 0.5862
105 104 1.8944 0.5271 0.5826
106 105 1.8737 0.5335 0.5866
107 106 1.8806 0.5294 0.5894
108 107 1.8691 0.5324 0.5840
109 108 1.8600 0.5366 0.5854
110 109 1.8654 0.5338 0.5838
111 110 1.8666 0.5331 0.5874
112 111 1.8583 0.5346 0.5878
113 112 1.8408 0.5359 0.5910
114 113 1.8509 0.5365 0.5932
115 114 1.8349 0.5413 0.5904
116 115 1.8399 0.5367 0.5886
117 116 1.8323 0.5403 0.5940
118 117 1.8248 0.5419 0.5884
119 118 1.8251 0.5409 0.5960
120 119 1.8159 0.5443 0.5912
121 120 1.8117 0.5458 0.5934
122 121 1.8153 0.5430 0.5942
123 122 1.8063 0.5434 0.5944
124 123 1.7969 0.5496 0.5930
125 124 1.7927 0.5495 0.5912
126 125 1.7967 0.5470 0.5990
127 126 1.7882 0.5484 0.5962
128 127 1.7745 0.5545 0.6010
129 128 1.7789 0.5516 0.5996
130 129 1.7681 0.5530 0.5996
131 130 1.7786 0.5528 0.6032
132 131 1.7762 0.5515 0.6010
133 132 1.7654 0.5551 0.6004
134 133 1.7641 0.5556 0.6010
135 134 1.7533 0.5558 0.5956
136 135 1.7618 0.5509 0.5972
137 136 1.7547 0.5559 0.6002
138 137 1.7550 0.5594 0.5994
139 138 1.7385 0.5618 0.6034
140 139 1.7431 0.5563 0.5984
141 140 1.7423 0.5611 0.5976
142 141 1.7341 0.5601 0.5996
143 142 1.7363 0.5598 0.6006
144 143 1.7282 0.5627 0.6014
145 144 1.7199 0.5638 0.6052
146 145 1.7151 0.5636 0.6066
147 146 1.7204 0.5641 0.6018
148 147 1.7083 0.5655 0.5994
149 148 1.7128 0.5634 0.6030
150 149 1.7125 0.5658 0.5970
151 150 1.7106 0.5659 0.6020
152 151 1.6939 0.5699 0.6072
153 152 1.6975 0.5718 0.6034
154 153 1.6942 0.5674 0.6080
155 154 1.7039 0.5641 0.6014
156 155 1.6850 0.5688 0.6032
157 156 1.6796 0.5737 0.6066
158 157 1.6797 0.5712 0.6050
159 158 1.6851 0.5713 0.6050
160 159 1.6805 0.5709 0.6040
161 160 1.6739 0.5733 0.6086
162 161 1.6744 0.5731 0.6088
163 162 1.6644 0.5771 0.6100
164 163 1.6741 0.5727 0.6144
165 164 1.6603 0.5781 0.6150
166 165 1.6627 0.5752 0.6114
167 166 1.6659 0.5761 0.6082
168 167 1.6545 0.5781 0.6172
169 168 1.6606 0.5746 0.6156
170 169 1.6542 0.5767 0.6108
171 170 1.6511 0.5781 0.6106
172 171 1.6421 0.5805 0.6118
173 172 1.6461 0.5803 0.6106
174 173 1.6437 0.5778 0.6160
175 174 1.6345 0.5821 0.6056
176 175 1.6286 0.5841 0.6126
177 176 1.6336 0.5823 0.6140
178 177 1.6180 0.5858 0.6124
179 178 1.6266 0.5852 0.6074
180 179 1.4899 0.6195 0.6178
181 180 1.4507 0.6280 0.6176
182 181 1.4259 0.6378 0.6118
183 182 1.4010 0.6406 0.6162
184 183 1.3791 0.6475 0.6140
185 184 1.3550 0.6548 0.6128
186 185 1.3347 0.6622 0.6154
187 186 1.3222 0.6637 0.6140
188 187 1.3022 0.6702 0.6090
189 188 1.2827 0.6775 0.6146
190 189 1.2716 0.6768 0.6146
191 190 1.2569 0.6798 0.6120

147
tikz/validation-curve/cifar100_smooth_20170429-0034-33_history.csv Normal file
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@ -0,0 +1,147 @@
epoch,loss,acc,val_acc
1,4.6073,0.0548,0.1592
2,4.1563,0.1114,0.2036
3,3.9677,0.1477,0.2394
4,3.8165,0.1772,0.2724
5,3.6986,0.2033,0.3028
6,3.5975,0.2248,0.3242
7,3.5157,0.2393,0.3360
8,3.4478,0.2538,0.3518
9,3.3834,0.2672,0.3648
10,3.3248,0.2771,0.3682
11,3.2728,0.2857,0.3734
12,3.2270,0.2956,0.3872
13,3.1704,0.3072,0.3962
14,3.1299,0.3118,0.4060
15,3.0863,0.3199,0.4098
16,3.0506,0.3280,0.4230
17,3.0162,0.3333,0.4206
18,2.9725,0.3398,0.4282
19,2.9417,0.3458,0.4338
20,2.9139,0.3498,0.4334
21,2.8726,0.3574,0.4426
22,2.8520,0.3590,0.4532
23,2.8173,0.3669,0.4566
24,2.7891,0.3705,0.4594
25,2.7579,0.3773,0.4672
26,2.7382,0.3789,0.4684
27,2.7116,0.3838,0.4644
28,2.6840,0.3901,0.4770
29,2.6638,0.3934,0.4772
30,2.6423,0.3945,0.4836
31,2.6216,0.3992,0.4842
32,2.5986,0.4034,0.4818
33,2.5847,0.4048,0.4880
34,2.5654,0.4070,0.4934
35,2.5466,0.4117,0.4956
36,2.5141,0.4167,0.4984
37,2.5087,0.4162,0.5038
38,2.4902,0.4228,0.5008
39,2.4657,0.4261,0.5080
40,2.4611,0.4228,0.5128
41,2.4368,0.4283,0.5104
42,2.4250,0.4292,0.5122
43,2.4073,0.4355,0.5210
44,2.3984,0.4368,0.5184
45,2.3787,0.4421,0.5206
46,2.3674,0.4411,0.5180
47,2.3492,0.4451,0.5156
48,2.3340,0.4492,0.5262
49,2.3311,0.4473,0.5258
50,2.3173,0.4487,0.5310
51,2.2958,0.4535,0.5254
52,2.2890,0.4551,0.5338
53,2.2773,0.4563,0.5392
54,2.2619,0.4601,0.5316
55,2.2553,0.4625,0.5310
56,2.2382,0.4633,0.5322
57,2.2338,0.4645,0.5356
58,2.2213,0.4680,0.5388
59,2.1997,0.4731,0.5428
60,2.1968,0.4703,0.5422
61,2.1978,0.4695,0.5460
62,2.1756,0.4716,0.5442
63,2.1761,0.4733,0.5492
64,2.1674,0.4739,0.5466
65,2.1503,0.4790,0.5474
66,2.1479,0.4820,0.5506
67,2.1374,0.4814,0.5590
68,2.1260,0.4837,0.5602
69,2.1152,0.4846,0.5456
70,2.1151,0.4856,0.5558
71,2.0958,0.4888,0.5564
72,2.0918,0.4913,0.5590
73,2.0884,0.4906,0.5574
74,2.0699,0.4970,0.5684
75,2.0690,0.4942,0.5682
76,2.0569,0.4965,0.5678
77,2.0536,0.4954,0.5750
78,2.0444,0.4968,0.5602
79,2.0518,0.4962,0.5658
80,2.0222,0.5032,0.5682
81,2.0218,0.5026,0.5678
82,2.0092,0.5087,0.5716
83,2.0104,0.5092,0.5664
84,2.0113,0.5024,0.5762
85,2.0015,0.5058,0.5688
86,1.9857,0.5098,0.5748
87,1.9851,0.5118,0.5766
88,1.9741,0.5108,0.5756
89,1.9687,0.5122,0.5738
90,1.9667,0.5154,0.5764
91,1.9687,0.5115,0.5830
92,1.9474,0.5192,0.5780
93,1.9376,0.5174,0.5794
94,1.9493,0.5186,0.5806
95,1.9334,0.5217,0.5790
96,1.9360,0.5181,0.5788
97,1.9170,0.5225,0.5810
98,1.9225,0.5219,0.5810
99,1.9095,0.5270,0.5788
100,1.9048,0.5274,0.5818
101,1.9123,0.5246,0.5824
102,1.8996,0.5262,0.5884
103,1.8868,0.5292,0.5864
104,1.8943,0.5261,0.5776
105,1.8731,0.5320,0.5864
106,1.8822,0.5306,0.5926
107,1.8694,0.5330,0.5872
108,1.8605,0.5360,0.5898
109,1.8658,0.5341,0.5848
110,1.8663,0.5325,0.5882
111,1.8606,0.5344,0.5900
112,1.8412,0.5380,0.5932
113,1.8517,0.5355,0.5898
114,1.8344,0.5403,0.5934
115,1.8417,0.5369,0.5938
116,1.8311,0.5406,0.5920
117,1.8246,0.5404,0.5902
118,1.8261,0.5409,0.6018
119,1.8157,0.5450,0.5878
120,1.8143,0.5455,0.5952
121,1.8143,0.5444,0.5980
122,1.8058,0.5440,0.5964
123,1.7977,0.5464,0.5936
124,1.7926,0.5495,0.5946
125,1.7968,0.5478,0.5968
126,1.7892,0.5478,0.5958
127,1.7758,0.5532,0.6012
128,1.7793,0.5512,0.5970
129,1.7692,0.5500,0.5978
130,1.6518,0.5843,0.6024
131,1.6087,0.5931,0.5992
132,1.5910,0.5988,0.5936
133,1.5563,0.6103,0.6002
134,1.5344,0.6130,0.6018
135,1.5109,0.6201,0.6054
136,1.5003,0.6224,0.5998
137,1.4698,0.6305,0.6036
138,1.4527,0.6372,0.6002
139,1.4305,0.6428,0.5990
140,1.4186,0.6461,0.6008
141,1.4050,0.6478,0.6008
142,1.3801,0.6539,0.5962
143,1.3684,0.6576,0.6010
144,1.3533,0.6617,0.5914
145,1.3360,0.6660,0.5930
146,1.3238,0.6684,0.5956
1 epoch loss acc val_acc
2 1 4.6073 0.0548 0.1592
3 2 4.1563 0.1114 0.2036
4 3 3.9677 0.1477 0.2394
5 4 3.8165 0.1772 0.2724
6 5 3.6986 0.2033 0.3028
7 6 3.5975 0.2248 0.3242
8 7 3.5157 0.2393 0.3360
9 8 3.4478 0.2538 0.3518
10 9 3.3834 0.2672 0.3648
11 10 3.3248 0.2771 0.3682
12 11 3.2728 0.2857 0.3734
13 12 3.2270 0.2956 0.3872
14 13 3.1704 0.3072 0.3962
15 14 3.1299 0.3118 0.4060
16 15 3.0863 0.3199 0.4098
17 16 3.0506 0.3280 0.4230
18 17 3.0162 0.3333 0.4206
19 18 2.9725 0.3398 0.4282
20 19 2.9417 0.3458 0.4338
21 20 2.9139 0.3498 0.4334
22 21 2.8726 0.3574 0.4426
23 22 2.8520 0.3590 0.4532
24 23 2.8173 0.3669 0.4566
25 24 2.7891 0.3705 0.4594
26 25 2.7579 0.3773 0.4672
27 26 2.7382 0.3789 0.4684
28 27 2.7116 0.3838 0.4644
29 28 2.6840 0.3901 0.4770
30 29 2.6638 0.3934 0.4772
31 30 2.6423 0.3945 0.4836
32 31 2.6216 0.3992 0.4842
33 32 2.5986 0.4034 0.4818
34 33 2.5847 0.4048 0.4880
35 34 2.5654 0.4070 0.4934
36 35 2.5466 0.4117 0.4956
37 36 2.5141 0.4167 0.4984
38 37 2.5087 0.4162 0.5038
39 38 2.4902 0.4228 0.5008
40 39 2.4657 0.4261 0.5080
41 40 2.4611 0.4228 0.5128
42 41 2.4368 0.4283 0.5104
43 42 2.4250 0.4292 0.5122
44 43 2.4073 0.4355 0.5210
45 44 2.3984 0.4368 0.5184
46 45 2.3787 0.4421 0.5206
47 46 2.3674 0.4411 0.5180
48 47 2.3492 0.4451 0.5156
49 48 2.3340 0.4492 0.5262
50 49 2.3311 0.4473 0.5258
51 50 2.3173 0.4487 0.5310
52 51 2.2958 0.4535 0.5254
53 52 2.2890 0.4551 0.5338
54 53 2.2773 0.4563 0.5392
55 54 2.2619 0.4601 0.5316
56 55 2.2553 0.4625 0.5310
57 56 2.2382 0.4633 0.5322
58 57 2.2338 0.4645 0.5356
59 58 2.2213 0.4680 0.5388
60 59 2.1997 0.4731 0.5428
61 60 2.1968 0.4703 0.5422
62 61 2.1978 0.4695 0.5460
63 62 2.1756 0.4716 0.5442
64 63 2.1761 0.4733 0.5492
65 64 2.1674 0.4739 0.5466
66 65 2.1503 0.4790 0.5474
67 66 2.1479 0.4820 0.5506
68 67 2.1374 0.4814 0.5590
69 68 2.1260 0.4837 0.5602
70 69 2.1152 0.4846 0.5456
71 70 2.1151 0.4856 0.5558
72 71 2.0958 0.4888 0.5564
73 72 2.0918 0.4913 0.5590
74 73 2.0884 0.4906 0.5574
75 74 2.0699 0.4970 0.5684
76 75 2.0690 0.4942 0.5682
77 76 2.0569 0.4965 0.5678
78 77 2.0536 0.4954 0.5750
79 78 2.0444 0.4968 0.5602
80 79 2.0518 0.4962 0.5658
81 80 2.0222 0.5032 0.5682
82 81 2.0218 0.5026 0.5678
83 82 2.0092 0.5087 0.5716
84 83 2.0104 0.5092 0.5664
85 84 2.0113 0.5024 0.5762
86 85 2.0015 0.5058 0.5688
87 86 1.9857 0.5098 0.5748
88 87 1.9851 0.5118 0.5766
89 88 1.9741 0.5108 0.5756
90 89 1.9687 0.5122 0.5738
91 90 1.9667 0.5154 0.5764
92 91 1.9687 0.5115 0.5830
93 92 1.9474 0.5192 0.5780
94 93 1.9376 0.5174 0.5794
95 94 1.9493 0.5186 0.5806
96 95 1.9334 0.5217 0.5790
97 96 1.9360 0.5181 0.5788
98 97 1.9170 0.5225 0.5810
99 98 1.9225 0.5219 0.5810
100 99 1.9095 0.5270 0.5788
101 100 1.9048 0.5274 0.5818
102 101 1.9123 0.5246 0.5824
103 102 1.8996 0.5262 0.5884
104 103 1.8868 0.5292 0.5864
105 104 1.8943 0.5261 0.5776
106 105 1.8731 0.5320 0.5864
107 106 1.8822 0.5306 0.5926
108 107 1.8694 0.5330 0.5872
109 108 1.8605 0.5360 0.5898
110 109 1.8658 0.5341 0.5848
111 110 1.8663 0.5325 0.5882
112 111 1.8606 0.5344 0.5900
113 112 1.8412 0.5380 0.5932
114 113 1.8517 0.5355 0.5898
115 114 1.8344 0.5403 0.5934
116 115 1.8417 0.5369 0.5938
117 116 1.8311 0.5406 0.5920
118 117 1.8246 0.5404 0.5902
119 118 1.8261 0.5409 0.6018
120 119 1.8157 0.5450 0.5878
121 120 1.8143 0.5455 0.5952
122 121 1.8143 0.5444 0.5980
123 122 1.8058 0.5440 0.5964
124 123 1.7977 0.5464 0.5936
125 124 1.7926 0.5495 0.5946
126 125 1.7968 0.5478 0.5968
127 126 1.7892 0.5478 0.5958
128 127 1.7758 0.5532 0.6012
129 128 1.7793 0.5512 0.5970
130 129 1.7692 0.5500 0.5978
131 130 1.6518 0.5843 0.6024
132 131 1.6087 0.5931 0.5992
133 132 1.5910 0.5988 0.5936
134 133 1.5563 0.6103 0.6002
135 134 1.5344 0.6130 0.6018
136 135 1.5109 0.6201 0.6054
137 136 1.5003 0.6224 0.5998
138 137 1.4698 0.6305 0.6036
139 138 1.4527 0.6372 0.6002
140 139 1.4305 0.6428 0.5990
141 140 1.4186 0.6461 0.6008
142 141 1.4050 0.6478 0.6008
143 142 1.3801 0.6539 0.5962
144 143 1.3684 0.6576 0.6010
145 144 1.3533 0.6617 0.5914
146 145 1.3360 0.6660 0.5930
147 146 1.3238 0.6684 0.5956

191
tikz/validation-curve/cifar100_smooth_20170429-0120-25_history.csv Normal file
View file

@ -0,0 +1,191 @@
epoch,loss,acc,val_acc
1,4.6077,0.0546,0.1604
2,4.1562,0.1120,0.2026
3,3.9681,0.1472,0.2350
4,3.8167,0.1763,0.2744
5,3.6988,0.2034,0.3030
6,3.5973,0.2255,0.3252
7,3.5159,0.2397,0.3332
8,3.4483,0.2536,0.3508
9,3.3837,0.2683,0.3628
10,3.3255,0.2772,0.3698
11,3.2735,0.2867,0.3746
12,3.2275,0.2949,0.3888
13,3.1712,0.3055,0.3964
14,3.1305,0.3128,0.4042
15,3.0866,0.3205,0.4092
16,3.0513,0.3278,0.4190
17,3.0167,0.3332,0.4212
18,2.9732,0.3402,0.4272
19,2.9419,0.3453,0.4326
20,2.9142,0.3506,0.4362
21,2.8729,0.3571,0.4448
22,2.8522,0.3586,0.4512
23,2.8178,0.3672,0.4580
24,2.7895,0.3708,0.4614
25,2.7577,0.3762,0.4670
26,2.7384,0.3792,0.4694
27,2.7118,0.3846,0.4644
28,2.6840,0.3897,0.4796
29,2.6636,0.3927,0.4774
30,2.6425,0.3951,0.4850
31,2.6216,0.3994,0.4844
32,2.5993,0.4026,0.4816
33,2.5851,0.4040,0.4880
34,2.5656,0.4081,0.4948
35,2.5463,0.4118,0.4900
36,2.5147,0.4150,0.4968
37,2.5086,0.4165,0.5052
38,2.4905,0.4222,0.5034
39,2.4662,0.4264,0.5072
40,2.4616,0.4234,0.5136
41,2.4374,0.4285,0.5088
42,2.4241,0.4296,0.5134
43,2.4073,0.4345,0.5224
44,2.3990,0.4375,0.5158
45,2.3791,0.4414,0.5200
46,2.3682,0.4405,0.5196
47,2.3491,0.4462,0.5186
48,2.3331,0.4487,0.5226
49,2.3316,0.4484,0.5264
50,2.3175,0.4485,0.5340
51,2.2964,0.4528,0.5232
52,2.2896,0.4549,0.5360
53,2.2755,0.4570,0.5388
54,2.2627,0.4599,0.5324
55,2.2564,0.4627,0.5324
56,2.2388,0.4629,0.5344
57,2.2338,0.4636,0.5340
58,2.2214,0.4671,0.5392
59,2.1993,0.4733,0.5444
60,2.1975,0.4714,0.5390
61,2.1975,0.4699,0.5468
62,2.1759,0.4727,0.5434
63,2.1753,0.4734,0.5536
64,2.1677,0.4733,0.5476
65,2.1491,0.4780,0.5500
66,2.1484,0.4800,0.5514
67,2.1369,0.4816,0.5596
68,2.1256,0.4838,0.5624
69,2.1146,0.4852,0.5500
70,2.1154,0.4852,0.5576
71,2.0956,0.4901,0.5600
72,2.0916,0.4917,0.5580
73,2.0882,0.4910,0.5584
74,2.0697,0.4964,0.5676
75,2.0688,0.4934,0.5666
76,2.0577,0.4965,0.5642
77,2.0537,0.4971,0.5778
78,2.0444,0.4978,0.5652
79,2.0512,0.4975,0.5646
80,2.0210,0.5041,0.5660
81,2.0231,0.5040,0.5720
82,2.0095,0.5089,0.5682
83,2.0095,0.5082,0.5648
84,2.0118,0.5046,0.5736
85,2.0007,0.5088,0.5680
86,1.9840,0.5096,0.5768
87,1.9849,0.5109,0.5808
88,1.9696,0.5126,0.5774
89,1.9696,0.5127,0.5774
90,1.9654,0.5163,0.5742
91,1.9694,0.5130,0.5810
92,1.9479,0.5184,0.5802
93,1.9384,0.5165,0.5754
94,1.9491,0.5184,0.5758
95,1.9340,0.5206,0.5808
96,1.9357,0.5202,0.5818
97,1.9184,0.5227,0.5818
98,1.9236,0.5230,0.5794
99,1.9093,0.5272,0.5810
100,1.9060,0.5261,0.5816
101,1.9126,0.5250,0.5834
102,1.8998,0.5265,0.5876
103,1.8860,0.5286,0.5870
104,1.8931,0.5260,0.5814
105,1.8725,0.5332,0.5832
106,1.8825,0.5288,0.5890
107,1.8686,0.5326,0.5828
108,1.8618,0.5357,0.5866
109,1.8650,0.5327,0.5864
110,1.8650,0.5323,0.5890
111,1.8599,0.5324,0.5900
112,1.8388,0.5383,0.5956
113,1.8511,0.5352,0.5892
114,1.8351,0.5405,0.5898
115,1.8404,0.5353,0.5888
116,1.8306,0.5420,0.5898
117,1.8264,0.5391,0.5894
118,1.8264,0.5401,0.5974
119,1.8160,0.5438,0.5904
120,1.8124,0.5454,0.5942
121,1.8160,0.5427,0.5946
122,1.8064,0.5425,0.5948
123,1.7980,0.5481,0.5910
124,1.7924,0.5502,0.5964
125,1.7964,0.5468,0.5954
126,1.7880,0.5482,0.5952
127,1.7740,0.5531,0.6026
128,1.7796,0.5511,0.5986
129,1.7655,0.5525,0.5950
130,1.7783,0.5514,0.5976
131,1.7767,0.5504,0.6026
132,1.7648,0.5560,0.6026
133,1.7626,0.5542,0.6000
134,1.7522,0.5573,0.5984
135,1.7612,0.5517,0.5992
136,1.7531,0.5547,0.6026
137,1.7547,0.5583,0.5976
138,1.7402,0.5614,0.6046
139,1.7428,0.5571,0.6006
140,1.7429,0.5607,0.6010
141,1.7342,0.5601,0.6022
142,1.7358,0.5618,0.5996
143,1.7270,0.5628,0.5994
144,1.7169,0.5639,0.6084
145,1.7150,0.5639,0.6068
146,1.7220,0.5613,0.6072
147,1.7083,0.5656,0.6058
148,1.7125,0.5638,0.6040
149,1.7112,0.5656,0.5996
150,1.7102,0.5671,0.6006
151,1.6961,0.5697,0.6044
152,1.6990,0.5685,0.6098
153,1.6944,0.5668,0.6048
154,1.7036,0.5656,0.6062
155,1.6863,0.5687,0.6072
156,1.6810,0.5717,0.6072
157,1.6790,0.5719,0.6056
158,1.6849,0.5723,0.6068
159,1.6784,0.5719,0.6020
160,1.6758,0.5738,0.6148
161,1.6734,0.5725,0.6062
162,1.6648,0.5765,0.6100
163,1.6751,0.5718,0.6158
164,1.6592,0.5786,0.6108
165,1.6635,0.5762,0.6076
166,1.6669,0.5753,0.6078
167,1.6521,0.5779,0.6150
168,1.6601,0.5736,0.6100
169,1.6533,0.5771,0.6090
170,1.6541,0.5764,0.6118
171,1.6430,0.5811,0.6122
172,1.6458,0.5806,0.6152
173,1.6429,0.5771,0.6154
174,1.6353,0.5815,0.6070
175,1.4995,0.6175,0.6154
176,1.4639,0.6250,0.6114
177,1.4281,0.6384,0.6168
178,1.4122,0.6394,0.6142
179,1.3911,0.6478,0.6180
180,1.3687,0.6499,0.6104
181,1.3488,0.6541,0.6122
182,1.3238,0.6639,0.6138
183,1.3070,0.6695,0.6104
184,1.2816,0.6758,0.6118
185,1.2792,0.6763,0.6076
186,1.2562,0.6828,0.6048
187,1.2411,0.6843,0.6034
188,1.2257,0.6927,0.6080
189,1.2153,0.6941,0.6074
190,1.1942,0.6998,0.6042
1 epoch loss acc val_acc
2 1 4.6077 0.0546 0.1604
3 2 4.1562 0.1120 0.2026
4 3 3.9681 0.1472 0.2350
5 4 3.8167 0.1763 0.2744
6 5 3.6988 0.2034 0.3030
7 6 3.5973 0.2255 0.3252
8 7 3.5159 0.2397 0.3332
9 8 3.4483 0.2536 0.3508
10 9 3.3837 0.2683 0.3628
11 10 3.3255 0.2772 0.3698
12 11 3.2735 0.2867 0.3746
13 12 3.2275 0.2949 0.3888
14 13 3.1712 0.3055 0.3964
15 14 3.1305 0.3128 0.4042
16 15 3.0866 0.3205 0.4092
17 16 3.0513 0.3278 0.4190
18 17 3.0167 0.3332 0.4212
19 18 2.9732 0.3402 0.4272
20 19 2.9419 0.3453 0.4326
21 20 2.9142 0.3506 0.4362
22 21 2.8729 0.3571 0.4448
23 22 2.8522 0.3586 0.4512
24 23 2.8178 0.3672 0.4580
25 24 2.7895 0.3708 0.4614
26 25 2.7577 0.3762 0.4670
27 26 2.7384 0.3792 0.4694
28 27 2.7118 0.3846 0.4644
29 28 2.6840 0.3897 0.4796
30 29 2.6636 0.3927 0.4774
31 30 2.6425 0.3951 0.4850
32 31 2.6216 0.3994 0.4844
33 32 2.5993 0.4026 0.4816
34 33 2.5851 0.4040 0.4880
35 34 2.5656 0.4081 0.4948
36 35 2.5463 0.4118 0.4900
37 36 2.5147 0.4150 0.4968
38 37 2.5086 0.4165 0.5052
39 38 2.4905 0.4222 0.5034
40 39 2.4662 0.4264 0.5072
41 40 2.4616 0.4234 0.5136
42 41 2.4374 0.4285 0.5088
43 42 2.4241 0.4296 0.5134
44 43 2.4073 0.4345 0.5224
45 44 2.3990 0.4375 0.5158
46 45 2.3791 0.4414 0.5200
47 46 2.3682 0.4405 0.5196
48 47 2.3491 0.4462 0.5186
49 48 2.3331 0.4487 0.5226
50 49 2.3316 0.4484 0.5264
51 50 2.3175 0.4485 0.5340
52 51 2.2964 0.4528 0.5232
53 52 2.2896 0.4549 0.5360
54 53 2.2755 0.4570 0.5388
55 54 2.2627 0.4599 0.5324
56 55 2.2564 0.4627 0.5324
57 56 2.2388 0.4629 0.5344
58 57 2.2338 0.4636 0.5340
59 58 2.2214 0.4671 0.5392
60 59 2.1993 0.4733 0.5444
61 60 2.1975 0.4714 0.5390
62 61 2.1975 0.4699 0.5468
63 62 2.1759 0.4727 0.5434
64 63 2.1753 0.4734 0.5536
65 64 2.1677 0.4733 0.5476
66 65 2.1491 0.4780 0.5500
67 66 2.1484 0.4800 0.5514
68 67 2.1369 0.4816 0.5596
69 68 2.1256 0.4838 0.5624
70 69 2.1146 0.4852 0.5500
71 70 2.1154 0.4852 0.5576
72 71 2.0956 0.4901 0.5600
73 72 2.0916 0.4917 0.5580
74 73 2.0882 0.4910 0.5584
75 74 2.0697 0.4964 0.5676
76 75 2.0688 0.4934 0.5666
77 76 2.0577 0.4965 0.5642
78 77 2.0537 0.4971 0.5778
79 78 2.0444 0.4978 0.5652
80 79 2.0512 0.4975 0.5646
81 80 2.0210 0.5041 0.5660
82 81 2.0231 0.5040 0.5720
83 82 2.0095 0.5089 0.5682
84 83 2.0095 0.5082 0.5648
85 84 2.0118 0.5046 0.5736
86 85 2.0007 0.5088 0.5680
87 86 1.9840 0.5096 0.5768
88 87 1.9849 0.5109 0.5808
89 88 1.9696 0.5126 0.5774
90 89 1.9696 0.5127 0.5774
91 90 1.9654 0.5163 0.5742
92 91 1.9694 0.5130 0.5810
93 92 1.9479 0.5184 0.5802
94 93 1.9384 0.5165 0.5754
95 94 1.9491 0.5184 0.5758
96 95 1.9340 0.5206 0.5808
97 96 1.9357 0.5202 0.5818
98 97 1.9184 0.5227 0.5818
99 98 1.9236 0.5230 0.5794
100 99 1.9093 0.5272 0.5810
101 100 1.9060 0.5261 0.5816
102 101 1.9126 0.5250 0.5834
103 102 1.8998 0.5265 0.5876
104 103 1.8860 0.5286 0.5870
105 104 1.8931 0.5260 0.5814
106 105 1.8725 0.5332 0.5832
107 106 1.8825 0.5288 0.5890
108 107 1.8686 0.5326 0.5828
109 108 1.8618 0.5357 0.5866
110 109 1.8650 0.5327 0.5864
111 110 1.8650 0.5323 0.5890
112 111 1.8599 0.5324 0.5900
113 112 1.8388 0.5383 0.5956
114 113 1.8511 0.5352 0.5892
115 114 1.8351 0.5405 0.5898
116 115 1.8404 0.5353 0.5888
117 116 1.8306 0.5420 0.5898
118 117 1.8264 0.5391 0.5894
119 118 1.8264 0.5401 0.5974
120 119 1.8160 0.5438 0.5904
121 120 1.8124 0.5454 0.5942
122 121 1.8160 0.5427 0.5946
123 122 1.8064 0.5425 0.5948
124 123 1.7980 0.5481 0.5910
125 124 1.7924 0.5502 0.5964
126 125 1.7964 0.5468 0.5954
127 126 1.7880 0.5482 0.5952
128 127 1.7740 0.5531 0.6026
129 128 1.7796 0.5511 0.5986
130 129 1.7655 0.5525 0.5950
131 130 1.7783 0.5514 0.5976
132 131 1.7767 0.5504 0.6026
133 132 1.7648 0.5560 0.6026
134 133 1.7626 0.5542 0.6000
135 134 1.7522 0.5573 0.5984
136 135 1.7612 0.5517 0.5992
137 136 1.7531 0.5547 0.6026
138 137 1.7547 0.5583 0.5976
139 138 1.7402 0.5614 0.6046
140 139 1.7428 0.5571 0.6006
141 140 1.7429 0.5607 0.6010
142 141 1.7342 0.5601 0.6022
143 142 1.7358 0.5618 0.5996
144 143 1.7270 0.5628 0.5994
145 144 1.7169 0.5639 0.6084
146 145 1.7150 0.5639 0.6068
147 146 1.7220 0.5613 0.6072
148 147 1.7083 0.5656 0.6058
149 148 1.7125 0.5638 0.6040
150 149 1.7112 0.5656 0.5996
151 150 1.7102 0.5671 0.6006
152 151 1.6961 0.5697 0.6044
153 152 1.6990 0.5685 0.6098
154 153 1.6944 0.5668 0.6048
155 154 1.7036 0.5656 0.6062
156 155 1.6863 0.5687 0.6072
157 156 1.6810 0.5717 0.6072
158 157 1.6790 0.5719 0.6056
159 158 1.6849 0.5723 0.6068
160 159 1.6784 0.5719 0.6020
161 160 1.6758 0.5738 0.6148
162 161 1.6734 0.5725 0.6062
163 162 1.6648 0.5765 0.6100
164 163 1.6751 0.5718 0.6158
165 164 1.6592 0.5786 0.6108
166 165 1.6635 0.5762 0.6076
167 166 1.6669 0.5753 0.6078
168 167 1.6521 0.5779 0.6150
169 168 1.6601 0.5736 0.6100
170 169 1.6533 0.5771 0.6090
171 170 1.6541 0.5764 0.6118
172 171 1.6430 0.5811 0.6122
173 172 1.6458 0.5806 0.6152
174 173 1.6429 0.5771 0.6154
175 174 1.6353 0.5815 0.6070
176 175 1.4995 0.6175 0.6154
177 176 1.4639 0.6250 0.6114
178 177 1.4281 0.6384 0.6168
179 178 1.4122 0.6394 0.6142
180 179 1.3911 0.6478 0.6180
181 180 1.3687 0.6499 0.6104
182 181 1.3488 0.6541 0.6122
183 182 1.3238 0.6639 0.6138
184 183 1.3070 0.6695 0.6104
185 184 1.2816 0.6758 0.6118
186 185 1.2792 0.6763 0.6076
187 186 1.2562 0.6828 0.6048
188 187 1.2411 0.6843 0.6034
189 188 1.2257 0.6927 0.6080
190 189 1.2153 0.6941 0.6074
191 190 1.1942 0.6998 0.6042

170
tikz/validation-curve/cifar100_smooth_20170429-0219-57_history.csv Normal file
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@ -0,0 +1,170 @@
epoch,loss,acc,val_acc
1,4.6073,0.0550,0.1584
2,4.1561,0.1119,0.2056
3,3.9676,0.1477,0.2390
4,3.8163,0.1765,0.2752
5,3.6979,0.2030,0.3024
6,3.5973,0.2253,0.3222
7,3.5153,0.2401,0.3338
8,3.4473,0.2529,0.3506
9,3.3830,0.2672,0.3636
10,3.3242,0.2779,0.3712
11,3.2723,0.2860,0.3736
12,3.2263,0.2966,0.3882
13,3.1695,0.3064,0.3932
14,3.1291,0.3125,0.4038
15,3.0853,0.3205,0.4102
16,3.0499,0.3279,0.4196
17,3.0149,0.3341,0.4214
18,2.9712,0.3414,0.4276
19,2.9402,0.3466,0.4328
20,2.9118,0.3506,0.4368
21,2.8708,0.3576,0.4456
22,2.8501,0.3591,0.4508
23,2.8157,0.3671,0.4570
24,2.7872,0.3710,0.4624
25,2.7553,0.3788,0.4688
26,2.7371,0.3782,0.4716
27,2.7097,0.3853,0.4668
28,2.6819,0.3914,0.4772
29,2.6616,0.3935,0.4764
30,2.6403,0.3944,0.4854
31,2.6196,0.4000,0.4844
32,2.5971,0.4048,0.4824
33,2.5827,0.4050,0.4880
34,2.5630,0.4080,0.4952
35,2.5449,0.4122,0.4950
36,2.5125,0.4156,0.4982
37,2.5071,0.4165,0.5046
38,2.4886,0.4220,0.5022
39,2.4643,0.4254,0.5070
40,2.4595,0.4237,0.5140
41,2.4349,0.4292,0.5122
42,2.4229,0.4292,0.5148
43,2.4051,0.4360,0.5208
44,2.3974,0.4362,0.5202
45,2.3782,0.4424,0.5180
46,2.3665,0.4425,0.5204
47,2.3483,0.4467,0.5196
48,2.3328,0.4493,0.5272
49,2.3293,0.4472,0.5270
50,2.3165,0.4484,0.5304
51,2.2949,0.4527,0.5252
52,2.2875,0.4554,0.5378
53,2.2757,0.4566,0.5374
54,2.2610,0.4599,0.5320
55,2.2534,0.4641,0.5324
56,2.2382,0.4636,0.5328
57,2.2331,0.4640,0.5302
58,2.2194,0.4690,0.5398
59,2.1987,0.4732,0.5418
60,2.1965,0.4714,0.5406
61,2.1965,0.4708,0.5436
62,2.1748,0.4729,0.5444
63,2.1742,0.4739,0.5508
64,2.1657,0.4733,0.5488
65,2.1490,0.4798,0.5476
66,2.1447,0.4818,0.5500
67,2.1363,0.4832,0.5592
68,2.1238,0.4833,0.5628
69,2.1131,0.4864,0.5466
70,2.1138,0.4864,0.5570
71,2.0946,0.4894,0.5560
72,2.0901,0.4909,0.5560
73,2.0874,0.4913,0.5542
74,2.0691,0.4964,0.5660
75,2.0681,0.4946,0.5650
76,2.0560,0.4972,0.5652
77,2.0522,0.4957,0.5742
78,2.0423,0.4977,0.5656
79,2.0499,0.4971,0.5664
80,2.0200,0.5045,0.5700
81,2.0212,0.5037,0.5658
82,2.0091,0.5084,0.5718
83,2.0082,0.5085,0.5672
84,2.0096,0.5049,0.5732
85,1.9977,0.5093,0.5696
86,1.9829,0.5085,0.5722
87,1.9841,0.5118,0.5782
88,1.9717,0.5105,0.5750
89,1.9679,0.5135,0.5750
90,1.9642,0.5161,0.5710
91,1.9674,0.5144,0.5790
92,1.9461,0.5189,0.5712
93,1.9372,0.5154,0.5764
94,1.9470,0.5197,0.5768
95,1.9318,0.5217,0.5782
96,1.9333,0.5189,0.5816
97,1.9156,0.5243,0.5852
98,1.9228,0.5224,0.5804
99,1.9075,0.5275,0.5814
100,1.9034,0.5275,0.5832
101,1.9116,0.5240,0.5828
102,1.8968,0.5277,0.5888
103,1.8847,0.5295,0.5888
104,1.8910,0.5276,0.5802
105,1.8711,0.5331,0.5874
106,1.8818,0.5307,0.5918
107,1.8672,0.5353,0.5872
108,1.8603,0.5360,0.5866
109,1.8635,0.5337,0.5848
110,1.8643,0.5333,0.5868
111,1.8570,0.5329,0.5874
112,1.8394,0.5371,0.5956
113,1.8488,0.5357,0.5908
114,1.8326,0.5417,0.5872
115,1.8401,0.5364,0.5946
116,1.8310,0.5407,0.5910
117,1.8237,0.5415,0.5884
118,1.8253,0.5408,0.5976
119,1.8159,0.5447,0.5930
120,1.8108,0.5470,0.5950
121,1.8144,0.5412,0.5946
122,1.8052,0.5447,0.5962
123,1.7971,0.5497,0.5948
124,1.7908,0.5502,0.5948
125,1.7962,0.5456,0.6000
126,1.7878,0.5479,0.5948
127,1.7755,0.5530,0.6008
128,1.7761,0.5511,0.6000
129,1.7655,0.5526,0.5980
130,1.7753,0.5520,0.6010
131,1.7762,0.5507,0.6002
132,1.7650,0.5553,0.6018
133,1.7628,0.5557,0.5962
134,1.7511,0.5562,0.5976
135,1.7606,0.5523,0.5954
136,1.7529,0.5563,0.6032
137,1.7544,0.5583,0.5976
138,1.7389,0.5620,0.6064
139,1.7434,0.5574,0.6014
140,1.7413,0.5593,0.6016
141,1.7349,0.5623,0.5956
142,1.7343,0.5616,0.6032
143,1.7282,0.5624,0.6042
144,1.7182,0.5638,0.6064
145,1.7134,0.5644,0.6118
146,1.7202,0.5627,0.6072
147,1.7064,0.5648,0.5972
148,1.7122,0.5607,0.6040
149,1.7110,0.5652,0.5982
150,1.7081,0.5649,0.6038
151,1.6939,0.5707,0.6078
152,1.6974,0.5700,0.6062
153,1.6926,0.5683,0.6062
154,1.7019,0.5656,0.6090
155,1.6858,0.5709,0.6042
156,1.6791,0.5732,0.6078
157,1.5469,0.6076,0.6098
158,1.5187,0.6147,0.6100
159,1.4783,0.6251,0.6030
160,1.4644,0.6264,0.6058
161,1.4317,0.6391,0.6090
162,1.4138,0.6413,0.6082
163,1.4000,0.6450,0.6074
164,1.3757,0.6504,0.6036
165,1.3640,0.6547,0.6064
166,1.3416,0.6621,0.6044
167,1.3245,0.6668,0.6042
168,1.3104,0.6706,0.6004
169,1.2889,0.6742,0.6024
1 epoch loss acc val_acc
2 1 4.6073 0.0550 0.1584
3 2 4.1561 0.1119 0.2056
4 3 3.9676 0.1477 0.2390
5 4 3.8163 0.1765 0.2752
6 5 3.6979 0.2030 0.3024
7 6 3.5973 0.2253 0.3222
8 7 3.5153 0.2401 0.3338
9 8 3.4473 0.2529 0.3506
10 9 3.3830 0.2672 0.3636
11 10 3.3242 0.2779 0.3712
12 11 3.2723 0.2860 0.3736
13 12 3.2263 0.2966 0.3882
14 13 3.1695 0.3064 0.3932
15 14 3.1291 0.3125 0.4038
16 15 3.0853 0.3205 0.4102
17 16 3.0499 0.3279 0.4196
18 17 3.0149 0.3341 0.4214
19 18 2.9712 0.3414 0.4276
20 19 2.9402 0.3466 0.4328
21 20 2.9118 0.3506 0.4368
22 21 2.8708 0.3576 0.4456
23 22 2.8501 0.3591 0.4508
24 23 2.8157 0.3671 0.4570
25 24 2.7872 0.3710 0.4624
26 25 2.7553 0.3788 0.4688
27 26 2.7371 0.3782 0.4716
28 27 2.7097 0.3853 0.4668
29 28 2.6819 0.3914 0.4772
30 29 2.6616 0.3935 0.4764
31 30 2.6403 0.3944 0.4854
32 31 2.6196 0.4000 0.4844
33 32 2.5971 0.4048 0.4824
34 33 2.5827 0.4050 0.4880
35 34 2.5630 0.4080 0.4952
36 35 2.5449 0.4122 0.4950
37 36 2.5125 0.4156 0.4982
38 37 2.5071 0.4165 0.5046
39 38 2.4886 0.4220 0.5022
40 39 2.4643 0.4254 0.5070
41 40 2.4595 0.4237 0.5140
42 41 2.4349 0.4292 0.5122
43 42 2.4229 0.4292 0.5148
44 43 2.4051 0.4360 0.5208
45 44 2.3974 0.4362 0.5202
46 45 2.3782 0.4424 0.5180
47 46 2.3665 0.4425 0.5204
48 47 2.3483 0.4467 0.5196
49 48 2.3328 0.4493 0.5272
50 49 2.3293 0.4472 0.5270
51 50 2.3165 0.4484 0.5304
52 51 2.2949 0.4527 0.5252
53 52 2.2875 0.4554 0.5378
54 53 2.2757 0.4566 0.5374
55 54 2.2610 0.4599 0.5320
56 55 2.2534 0.4641 0.5324
57 56 2.2382 0.4636 0.5328
58 57 2.2331 0.4640 0.5302
59 58 2.2194 0.4690 0.5398
60 59 2.1987 0.4732 0.5418
61 60 2.1965 0.4714 0.5406
62 61 2.1965 0.4708 0.5436
63 62 2.1748 0.4729 0.5444
64 63 2.1742 0.4739 0.5508
65 64 2.1657 0.4733 0.5488
66 65 2.1490 0.4798 0.5476
67 66 2.1447 0.4818 0.5500
68 67 2.1363 0.4832 0.5592
69 68 2.1238 0.4833 0.5628
70 69 2.1131 0.4864 0.5466
71 70 2.1138 0.4864 0.5570
72 71 2.0946 0.4894 0.5560
73 72 2.0901 0.4909 0.5560
74 73 2.0874 0.4913 0.5542
75 74 2.0691 0.4964 0.5660
76 75 2.0681 0.4946 0.5650
77 76 2.0560 0.4972 0.5652
78 77 2.0522 0.4957 0.5742
79 78 2.0423 0.4977 0.5656
80 79 2.0499 0.4971 0.5664
81 80 2.0200 0.5045 0.5700
82 81 2.0212 0.5037 0.5658
83 82 2.0091 0.5084 0.5718
84 83 2.0082 0.5085 0.5672
85 84 2.0096 0.5049 0.5732
86 85 1.9977 0.5093 0.5696
87 86 1.9829 0.5085 0.5722
88 87 1.9841 0.5118 0.5782
89 88 1.9717 0.5105 0.5750
90 89 1.9679 0.5135 0.5750
91 90 1.9642 0.5161 0.5710
92 91 1.9674 0.5144 0.5790
93 92 1.9461 0.5189 0.5712
94 93 1.9372 0.5154 0.5764
95 94 1.9470 0.5197 0.5768
96 95 1.9318 0.5217 0.5782
97 96 1.9333 0.5189 0.5816
98 97 1.9156 0.5243 0.5852
99 98 1.9228 0.5224 0.5804
100 99 1.9075 0.5275 0.5814
101 100 1.9034 0.5275 0.5832
102 101 1.9116 0.5240 0.5828
103 102 1.8968 0.5277 0.5888
104 103 1.8847 0.5295 0.5888
105 104 1.8910 0.5276 0.5802
106 105 1.8711 0.5331 0.5874
107 106 1.8818 0.5307 0.5918
108 107 1.8672 0.5353 0.5872
109 108 1.8603 0.5360 0.5866
110 109 1.8635 0.5337 0.5848
111 110 1.8643 0.5333 0.5868
112 111 1.8570 0.5329 0.5874
113 112 1.8394 0.5371 0.5956
114 113 1.8488 0.5357 0.5908
115 114 1.8326 0.5417 0.5872
116 115 1.8401 0.5364 0.5946
117 116 1.8310 0.5407 0.5910
118 117 1.8237 0.5415 0.5884
119 118 1.8253 0.5408 0.5976
120 119 1.8159 0.5447 0.5930
121 120 1.8108 0.5470 0.5950
122 121 1.8144 0.5412 0.5946
123 122 1.8052 0.5447 0.5962
124 123 1.7971 0.5497 0.5948
125 124 1.7908 0.5502 0.5948
126 125 1.7962 0.5456 0.6000
127 126 1.7878 0.5479 0.5948
128 127 1.7755 0.5530 0.6008
129 128 1.7761 0.5511 0.6000
130 129 1.7655 0.5526 0.5980
131 130 1.7753 0.5520 0.6010
132 131 1.7762 0.5507 0.6002
133 132 1.7650 0.5553 0.6018
134 133 1.7628 0.5557 0.5962
135 134 1.7511 0.5562 0.5976
136 135 1.7606 0.5523 0.5954
137 136 1.7529 0.5563 0.6032
138 137 1.7544 0.5583 0.5976
139 138 1.7389 0.5620 0.6064
140 139 1.7434 0.5574 0.6014
141 140 1.7413 0.5593 0.6016
142 141 1.7349 0.5623 0.5956
143 142 1.7343 0.5616 0.6032
144 143 1.7282 0.5624 0.6042
145 144 1.7182 0.5638 0.6064
146 145 1.7134 0.5644 0.6118
147 146 1.7202 0.5627 0.6072
148 147 1.7064 0.5648 0.5972
149 148 1.7122 0.5607 0.6040
150 149 1.7110 0.5652 0.5982
151 150 1.7081 0.5649 0.6038
152 151 1.6939 0.5707 0.6078
153 152 1.6974 0.5700 0.6062
154 153 1.6926 0.5683 0.6062
155 154 1.7019 0.5656 0.6090
156 155 1.6858 0.5709 0.6042
157 156 1.6791 0.5732 0.6078
158 157 1.5469 0.6076 0.6098
159 158 1.5187 0.6147 0.6100
160 159 1.4783 0.6251 0.6030
161 160 1.4644 0.6264 0.6058
162 161 1.4317 0.6391 0.6090
163 162 1.4138 0.6413 0.6082
164 163 1.4000 0.6450 0.6074
165 164 1.3757 0.6504 0.6036
166 165 1.3640 0.6547 0.6064
167 166 1.3416 0.6621 0.6044
168 167 1.3245 0.6668 0.6042
169 168 1.3104 0.6706 0.6004
170 169 1.2889 0.6742 0.6024

167
tikz/validation-curve/cifar100_smooth_20170429-0312-56_history.csv Normal file
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@ -0,0 +1,167 @@
epoch,loss,acc,val_acc
1,4.6073,0.0550,0.1602
2,4.1562,0.1119,0.2058
3,3.9683,0.1476,0.2368
4,3.8180,0.1769,0.2740
5,3.6996,0.2023,0.3012
6,3.5983,0.2247,0.3224
7,3.5159,0.2400,0.3348
8,3.4481,0.2529,0.3494
9,3.3837,0.2678,0.3646
10,3.3249,0.2773,0.3698
11,3.2731,0.2865,0.3734
12,3.2270,0.2958,0.3870
13,3.1701,0.3071,0.3958
14,3.1296,0.3121,0.4064
15,3.0858,0.3197,0.4084
16,3.0505,0.3283,0.4170
17,3.0160,0.3328,0.4200
18,2.9720,0.3419,0.4292
19,2.9409,0.3455,0.4322
20,2.9130,0.3513,0.4374
21,2.8714,0.3573,0.4450
22,2.8509,0.3598,0.4512
23,2.8162,0.3679,0.4598
24,2.7880,0.3703,0.4608
25,2.7563,0.3781,0.4736
26,2.7370,0.3779,0.4684
27,2.7106,0.3848,0.4694
28,2.6818,0.3903,0.4754
29,2.6620,0.3932,0.4758
30,2.6418,0.3953,0.4876
31,2.6199,0.3985,0.4844
32,2.5970,0.4037,0.4794
33,2.5833,0.4054,0.4870
34,2.5634,0.4084,0.4952
35,2.5454,0.4139,0.4958
36,2.5125,0.4160,0.4992
37,2.5079,0.4168,0.5042
38,2.4888,0.4229,0.5030
39,2.4649,0.4264,0.5074
40,2.4603,0.4231,0.5170
41,2.4351,0.4294,0.5122
42,2.4234,0.4302,0.5124
43,2.4054,0.4363,0.5202
44,2.3976,0.4374,0.5194
45,2.3786,0.4417,0.5192
46,2.3672,0.4418,0.5206
47,2.3488,0.4450,0.5192
48,2.3333,0.4496,0.5278
49,2.3303,0.4475,0.5276
50,2.3169,0.4491,0.5278
51,2.2952,0.4533,0.5238
52,2.2886,0.4541,0.5364
53,2.2763,0.4565,0.5334
54,2.2617,0.4603,0.5348
55,2.2545,0.4633,0.5334
56,2.2376,0.4645,0.5340
57,2.2333,0.4638,0.5328
58,2.2214,0.4674,0.5400
59,2.1993,0.4745,0.5418
60,2.1967,0.4706,0.5400
61,2.1965,0.4706,0.5468
62,2.1753,0.4731,0.5440
63,2.1755,0.4727,0.5528
64,2.1669,0.4747,0.5470
65,2.1501,0.4784,0.5496
66,2.1467,0.4815,0.5504
67,2.1362,0.4826,0.5588
68,2.1249,0.4820,0.5578
69,2.1152,0.4867,0.5492
70,2.1141,0.4855,0.5566
71,2.0955,0.4885,0.5562
72,2.0918,0.4903,0.5572
73,2.0880,0.4907,0.5598
74,2.0696,0.4959,0.5676
75,2.0686,0.4932,0.5654
76,2.0573,0.4974,0.5644
77,2.0550,0.4958,0.5714
78,2.0433,0.4968,0.5640
79,2.0505,0.4971,0.5690
80,2.0209,0.5039,0.5658
81,2.0227,0.5041,0.5674
82,2.0093,0.5071,0.5706
83,2.0099,0.5073,0.5690
84,2.0108,0.5061,0.5706
85,1.9996,0.5081,0.5674
86,1.9850,0.5089,0.5716
87,1.9863,0.5126,0.5770
88,1.9733,0.5118,0.5736
89,1.9690,0.5123,0.5712
90,1.9652,0.5162,0.5694
91,1.9697,0.5119,0.5770
92,1.9470,0.5198,0.5766
93,1.9380,0.5158,0.5796
94,1.9490,0.5201,0.5788
95,1.9324,0.5216,0.5822
96,1.9348,0.5197,0.5780
97,1.9179,0.5245,0.5782
98,1.9236,0.5221,0.5756
99,1.9092,0.5274,0.5754
100,1.9068,0.5266,0.5814
101,1.9105,0.5244,0.5824
102,1.8992,0.5268,0.5816
103,1.8855,0.5305,0.5858
104,1.8926,0.5272,0.5794
105,1.8722,0.5338,0.5866
106,1.8812,0.5310,0.5886
107,1.8688,0.5333,0.5824
108,1.8619,0.5359,0.5860
109,1.8659,0.5324,0.5836
110,1.8653,0.5339,0.5838
111,1.8589,0.5342,0.5876
112,1.8403,0.5387,0.5916
113,1.8507,0.5360,0.5904
114,1.8335,0.5418,0.5900
115,1.8397,0.5380,0.5896
116,1.8319,0.5406,0.5874
117,1.8243,0.5432,0.5888
118,1.8247,0.5425,0.5954
119,1.8159,0.5443,0.5892
120,1.8118,0.5463,0.5934
121,1.8153,0.5425,0.5924
122,1.8064,0.5434,0.5932
123,1.7975,0.5496,0.5936
124,1.7930,0.5499,0.5914
125,1.7978,0.5470,0.5978
126,1.7896,0.5495,0.5936
127,1.7746,0.5534,0.6014
128,1.7774,0.5514,0.5978
129,1.7676,0.5518,0.5976
130,1.7774,0.5519,0.5966
131,1.7743,0.5524,0.5996
132,1.7665,0.5559,0.6032
133,1.7626,0.5561,0.5992
134,1.7523,0.5565,0.5992
135,1.7611,0.5507,0.5932
136,1.7536,0.5567,0.6000
137,1.7541,0.5601,0.5942
138,1.7384,0.5630,0.6054
139,1.7447,0.5568,0.5994
140,1.7422,0.5592,0.5962
141,1.7333,0.5603,0.5970
142,1.7375,0.5600,0.6012
143,1.7275,0.5631,0.5984
144,1.7198,0.5638,0.6040
145,1.7134,0.5642,0.6046
146,1.7208,0.5646,0.6016
147,1.7071,0.5657,0.5956
148,1.7133,0.5622,0.6004
149,1.7124,0.5674,0.5964
150,1.5710,0.6021,0.6052
151,1.5330,0.6116,0.6070
152,1.5058,0.6181,0.6048
153,1.4832,0.6286,0.6108
154,1.4589,0.6304,0.6092
155,1.4390,0.6349,0.6110
156,1.4229,0.6397,0.6064
157,1.4004,0.6460,0.6086
158,1.3837,0.6504,0.6024
159,1.3590,0.6584,0.5986
160,1.3427,0.6606,0.6032
161,1.3290,0.6652,0.6054
162,1.3147,0.6708,0.5998
163,1.2970,0.6729,0.5942
164,1.2817,0.6774,0.6018
165,1.2696,0.6802,0.5984
166,1.2524,0.6858,0.5980
1 epoch loss acc val_acc
2 1 4.6073 0.0550 0.1602
3 2 4.1562 0.1119 0.2058
4 3 3.9683 0.1476 0.2368
5 4 3.8180 0.1769 0.2740
6 5 3.6996 0.2023 0.3012
7 6 3.5983 0.2247 0.3224
8 7 3.5159 0.2400 0.3348
9 8 3.4481 0.2529 0.3494
10 9 3.3837 0.2678 0.3646
11 10 3.3249 0.2773 0.3698
12 11 3.2731 0.2865 0.3734
13 12 3.2270 0.2958 0.3870
14 13 3.1701 0.3071 0.3958
15 14 3.1296 0.3121 0.4064
16 15 3.0858 0.3197 0.4084
17 16 3.0505 0.3283 0.4170
18 17 3.0160 0.3328 0.4200
19 18 2.9720 0.3419 0.4292
20 19 2.9409 0.3455 0.4322
21 20 2.9130 0.3513 0.4374
22 21 2.8714 0.3573 0.4450
23 22 2.8509 0.3598 0.4512
24 23 2.8162 0.3679 0.4598
25 24 2.7880 0.3703 0.4608
26 25 2.7563 0.3781 0.4736
27 26 2.7370 0.3779 0.4684
28 27 2.7106 0.3848 0.4694
29 28 2.6818 0.3903 0.4754
30 29 2.6620 0.3932 0.4758
31 30 2.6418 0.3953 0.4876
32 31 2.6199 0.3985 0.4844
33 32 2.5970 0.4037 0.4794
34 33 2.5833 0.4054 0.4870
35 34 2.5634 0.4084 0.4952
36 35 2.5454 0.4139 0.4958
37 36 2.5125 0.4160 0.4992
38 37 2.5079 0.4168 0.5042
39 38 2.4888 0.4229 0.5030
40 39 2.4649 0.4264 0.5074
41 40 2.4603 0.4231 0.5170
42 41 2.4351 0.4294 0.5122
43 42 2.4234 0.4302 0.5124
44 43 2.4054 0.4363 0.5202
45 44 2.3976 0.4374 0.5194
46 45 2.3786 0.4417 0.5192
47 46 2.3672 0.4418 0.5206
48 47 2.3488 0.4450 0.5192
49 48 2.3333 0.4496 0.5278
50 49 2.3303 0.4475 0.5276
51 50 2.3169 0.4491 0.5278
52 51 2.2952 0.4533 0.5238
53 52 2.2886 0.4541 0.5364
54 53 2.2763 0.4565 0.5334
55 54 2.2617 0.4603 0.5348
56 55 2.2545 0.4633 0.5334
57 56 2.2376 0.4645 0.5340
58 57 2.2333 0.4638 0.5328
59 58 2.2214 0.4674 0.5400
60 59 2.1993 0.4745 0.5418
61 60 2.1967 0.4706 0.5400
62 61 2.1965 0.4706 0.5468
63 62 2.1753 0.4731 0.5440
64 63 2.1755 0.4727 0.5528
65 64 2.1669 0.4747 0.5470
66 65 2.1501 0.4784 0.5496
67 66 2.1467 0.4815 0.5504
68 67 2.1362 0.4826 0.5588
69 68 2.1249 0.4820 0.5578
70 69 2.1152 0.4867 0.5492
71 70 2.1141 0.4855 0.5566
72 71 2.0955 0.4885 0.5562
73 72 2.0918 0.4903 0.5572
74 73 2.0880 0.4907 0.5598
75 74 2.0696 0.4959 0.5676
76 75 2.0686 0.4932 0.5654
77 76 2.0573 0.4974 0.5644
78 77 2.0550 0.4958 0.5714
79 78 2.0433 0.4968 0.5640
80 79 2.0505 0.4971 0.5690
81 80 2.0209 0.5039 0.5658
82 81 2.0227 0.5041 0.5674
83 82 2.0093 0.5071 0.5706
84 83 2.0099 0.5073 0.5690
85 84 2.0108 0.5061 0.5706
86 85 1.9996 0.5081 0.5674
87 86 1.9850 0.5089 0.5716
88 87 1.9863 0.5126 0.5770
89 88 1.9733 0.5118 0.5736
90 89 1.9690 0.5123 0.5712
91 90 1.9652 0.5162 0.5694
92 91 1.9697 0.5119 0.5770
93 92 1.9470 0.5198 0.5766
94 93 1.9380 0.5158 0.5796
95 94 1.9490 0.5201 0.5788
96 95 1.9324 0.5216 0.5822
97 96 1.9348 0.5197 0.5780
98 97 1.9179 0.5245 0.5782
99 98 1.9236 0.5221 0.5756
100 99 1.9092 0.5274 0.5754
101 100 1.9068 0.5266 0.5814
102 101 1.9105 0.5244 0.5824
103 102 1.8992 0.5268 0.5816
104 103 1.8855 0.5305 0.5858
105 104 1.8926 0.5272 0.5794
106 105 1.8722 0.5338 0.5866
107 106 1.8812 0.5310 0.5886
108 107 1.8688 0.5333 0.5824
109 108 1.8619 0.5359 0.5860
110 109 1.8659 0.5324 0.5836
111 110 1.8653 0.5339 0.5838
112 111 1.8589 0.5342 0.5876
113 112 1.8403 0.5387 0.5916
114 113 1.8507 0.5360 0.5904
115 114 1.8335 0.5418 0.5900
116 115 1.8397 0.5380 0.5896
117 116 1.8319 0.5406 0.5874
118 117 1.8243 0.5432 0.5888
119 118 1.8247 0.5425 0.5954
120 119 1.8159 0.5443 0.5892
121 120 1.8118 0.5463 0.5934
122 121 1.8153 0.5425 0.5924
123 122 1.8064 0.5434 0.5932
124 123 1.7975 0.5496 0.5936
125 124 1.7930 0.5499 0.5914
126 125 1.7978 0.5470 0.5978
127 126 1.7896 0.5495 0.5936
128 127 1.7746 0.5534 0.6014
129 128 1.7774 0.5514 0.5978
130 129 1.7676 0.5518 0.5976
131 130 1.7774 0.5519 0.5966
132 131 1.7743 0.5524 0.5996
133 132 1.7665 0.5559 0.6032
134 133 1.7626 0.5561 0.5992
135 134 1.7523 0.5565 0.5992
136 135 1.7611 0.5507 0.5932
137 136 1.7536 0.5567 0.6000
138 137 1.7541 0.5601 0.5942
139 138 1.7384 0.5630 0.6054
140 139 1.7447 0.5568 0.5994
141 140 1.7422 0.5592 0.5962
142 141 1.7333 0.5603 0.5970
143 142 1.7375 0.5600 0.6012
144 143 1.7275 0.5631 0.5984
145 144 1.7198 0.5638 0.6040
146 145 1.7134 0.5642 0.6046
147 146 1.7208 0.5646 0.6016
148 147 1.7071 0.5657 0.5956
149 148 1.7133 0.5622 0.6004
150 149 1.7124 0.5674 0.5964
151 150 1.5710 0.6021 0.6052
152 151 1.5330 0.6116 0.6070
153 152 1.5058 0.6181 0.6048
154 153 1.4832 0.6286 0.6108
155 154 1.4589 0.6304 0.6092
156 155 1.4390 0.6349 0.6110
157 156 1.4229 0.6397 0.6064
158 157 1.4004 0.6460 0.6086
159 158 1.3837 0.6504 0.6024
160 159 1.3590 0.6584 0.5986
161 160 1.3427 0.6606 0.6032
162 161 1.3290 0.6652 0.6054
163 162 1.3147 0.6708 0.5998
164 163 1.2970 0.6729 0.5942
165 164 1.2817 0.6774 0.6018
166 165 1.2696 0.6802 0.5984
167 166 1.2524 0.6858 0.5980

169
tikz/validation-curve/cifar100_smooth_20170429-0404-54_history.csv Normal file
View file

@ -0,0 +1,169 @@
epoch,loss,acc,val_acc
1,4.6073,0.0546,0.1590
2,4.1562,0.1120,0.2044
3,3.9676,0.1473,0.2380
4,3.8174,0.1762,0.2714
5,3.6992,0.2026,0.3006
6,3.5976,0.2253,0.3218
7,3.5159,0.2405,0.3342
8,3.4483,0.2533,0.3498
9,3.3836,0.2676,0.3636
10,3.3251,0.2762,0.3716
11,3.2732,0.2859,0.3736
12,3.2275,0.2964,0.3850
13,3.1706,0.3066,0.3950
14,3.1306,0.3115,0.4062
15,3.0863,0.3190,0.4100
16,3.0508,0.3286,0.4190
17,3.0162,0.3331,0.4238
18,2.9729,0.3402,0.4278
19,2.9417,0.3445,0.4334
20,2.9137,0.3504,0.4360
21,2.8722,0.3568,0.4420
22,2.8515,0.3591,0.4488
23,2.8175,0.3682,0.4586
24,2.7890,0.3710,0.4624
25,2.7571,0.3772,0.4684
26,2.7378,0.3796,0.4664
27,2.7117,0.3837,0.4636
28,2.6829,0.3907,0.4778
29,2.6632,0.3926,0.4732
30,2.6416,0.3944,0.4846
31,2.6215,0.3994,0.4852
32,2.5980,0.4041,0.4814
33,2.5842,0.4048,0.4836
34,2.5644,0.4084,0.4930
35,2.5461,0.4124,0.4946
36,2.5136,0.4149,0.4970
37,2.5083,0.4161,0.5048
38,2.4898,0.4213,0.4972
39,2.4657,0.4263,0.5088
40,2.4609,0.4231,0.5118
41,2.4364,0.4291,0.5090
42,2.4242,0.4290,0.5130
43,2.4055,0.4363,0.5200
44,2.3981,0.4364,0.5168
45,2.3790,0.4410,0.5194
46,2.3671,0.4406,0.5194
47,2.3494,0.4453,0.5172
48,2.3336,0.4487,0.5272
49,2.3309,0.4475,0.5234
50,2.3164,0.4489,0.5308
51,2.2954,0.4524,0.5224
52,2.2888,0.4536,0.5376
53,2.2756,0.4567,0.5352
54,2.2622,0.4596,0.5354
55,2.2547,0.4638,0.5354
56,2.2383,0.4640,0.5344
57,2.2331,0.4631,0.5304
58,2.2218,0.4673,0.5390
59,2.2000,0.4729,0.5420
60,2.1969,0.4699,0.5396
61,2.1965,0.4705,0.5454
62,2.1758,0.4711,0.5462
63,2.1759,0.4737,0.5526
64,2.1672,0.4757,0.5478
65,2.1497,0.4779,0.5488
66,2.1473,0.4826,0.5528
67,2.1373,0.4818,0.5622
68,2.1260,0.4838,0.5610
69,2.1151,0.4849,0.5502
70,2.1141,0.4854,0.5586
71,2.0954,0.4891,0.5592
72,2.0915,0.4914,0.5562
73,2.0880,0.4926,0.5588
74,2.0706,0.4960,0.5668
75,2.0690,0.4941,0.5648
76,2.0578,0.4954,0.5700
77,2.0546,0.4962,0.5720
78,2.0450,0.4973,0.5638
79,2.0516,0.4967,0.5634
80,2.0221,0.5032,0.5674
81,2.0222,0.5037,0.5710
82,2.0115,0.5068,0.5698
83,2.0101,0.5085,0.5642
84,2.0103,0.5048,0.5756
85,2.0009,0.5072,0.5694
86,1.9844,0.5096,0.5706
87,1.9850,0.5112,0.5756
88,1.9724,0.5107,0.5732
89,1.9699,0.5121,0.5756
90,1.9658,0.5162,0.5720
91,1.9683,0.5116,0.5788
92,1.9483,0.5194,0.5756
93,1.9375,0.5160,0.5754
94,1.9500,0.5183,0.5776
95,1.9335,0.5216,0.5792
96,1.9362,0.5168,0.5810
97,1.9179,0.5231,0.5816
98,1.9237,0.5226,0.5786
99,1.9090,0.5271,0.5800
100,1.9059,0.5269,0.5826
101,1.9116,0.5241,0.5776
102,1.8993,0.5264,0.5846
103,1.8878,0.5269,0.5868
104,1.8938,0.5271,0.5784
105,1.8715,0.5339,0.5882
106,1.8829,0.5297,0.5938
107,1.8686,0.5324,0.5868
108,1.8614,0.5367,0.5836
109,1.8671,0.5338,0.5844
110,1.8659,0.5332,0.5874
111,1.8605,0.5326,0.5886
112,1.8413,0.5387,0.5908
113,1.8512,0.5352,0.5926
114,1.8358,0.5426,0.5902
115,1.8400,0.5371,0.5924
116,1.8317,0.5412,0.5890
117,1.8261,0.5419,0.5940
118,1.8258,0.5406,0.5986
119,1.8175,0.5436,0.5892
120,1.8121,0.5459,0.5932
121,1.8156,0.5429,0.5952
122,1.8070,0.5436,0.5942
123,1.7989,0.5487,0.5902
124,1.7947,0.5498,0.5916
125,1.7980,0.5465,0.5964
126,1.7888,0.5480,0.5916
127,1.7746,0.5535,0.6010
128,1.7781,0.5508,0.6002
129,1.7678,0.5523,0.5990
130,1.7784,0.5508,0.6042
131,1.7753,0.5502,0.5970
132,1.7656,0.5557,0.6002
133,1.7628,0.5558,0.5992
134,1.7530,0.5558,0.5970
135,1.7618,0.5528,0.5962
136,1.7537,0.5569,0.6020
137,1.7554,0.5575,0.5970
138,1.7398,0.5598,0.6050
139,1.7440,0.5569,0.5972
140,1.7425,0.5589,0.5982
141,1.7335,0.5608,0.5986
142,1.7349,0.5619,0.6008
143,1.7284,0.5634,0.5978
144,1.7190,0.5646,0.6040
145,1.7142,0.5644,0.6114
146,1.7219,0.5624,0.6064
147,1.7078,0.5649,0.6034
148,1.7144,0.5634,0.6042
149,1.7122,0.5658,0.5992
150,1.7098,0.5650,0.6028
151,1.6932,0.5709,0.6056
152,1.6983,0.5700,0.6044
153,1.6943,0.5680,0.6036
154,1.7051,0.5657,0.6034
155,1.6868,0.5692,0.6042
156,1.6810,0.5727,0.6098
157,1.5464,0.6088,0.6132
158,1.5187,0.6136,0.6072
159,1.4790,0.6239,0.6040
160,1.4632,0.6278,0.6058
161,1.4334,0.6368,0.6088
162,1.4136,0.6435,0.6080
163,1.4002,0.6447,0.6124
164,1.3765,0.6499,0.6096
165,1.3641,0.6563,0.6072
166,1.3425,0.6633,0.6086
167,1.3234,0.6661,0.6064
168,1.3099,0.6716,0.6030
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