Length of each vector in 'wordTable' in cifar10 word vector mat file

[h44rd]

Hello! The 'wordTable' array is of size 50x10 and each vector is of length 10. So that makes 50 of those 10 sized vectors for 10 labels for each class of the cifar10 dataset. Are we to assume that each label corresponds to 5 consecutive vectors unser wordTable?

Here's what I got after loading the file in python using scipy.io : Edit: Did you use them as column vectors each of length 50 in matlab?

{'label_names': array([[array([u'airplane'], dtype='<U8')], [array([u'automobile'], dtype='<U10')], [array([u'bird'], dtype='<U4')], [array([u'cat'], dtype='<U3')], [array([u'deer'], dtype='<U4')], [array([u'dog'], dtype='<U3')], [array([u'frog'], dtype='<U4')], [array([u'horse'], dtype='<U5')], [array([u'ship'], dtype='<U4')], [array([u'truck'], dtype='<U5')]], dtype=object), '__version__': '1.0', 'wordTable': array([[ 0.28280996, -0.08772559, 0.28325901, 0.16423676, 0.43568801, 0.52946829, -0.14651059, 0.42759301, 0.21541024, 0.70915033], [-0.51432268, -0.59360444, -0.57669598, -0.78003787, -0.17006516, -0.49164704, -0.11895317, 0.03204856, -0.01420721, -1.07441509], [ 0.9651997 , 0.03974471, 0.71434592, 0.43051113, -0.62672115, 0.61443807, 0.67301031, -0.34206112, 0.04537034, 0.25386705], [ 0.86302662, 0.39547958, -0.61298676, -0.20870869, -0.73001855, -0.14960934, -0.24154434, -0.74521204, -0.30615593, 0.35809463], [ 0.60355038, -0.50454941, -0.00836504, -0.55492622, -0.36466426, -0.28504473, -0.06630194, -0.8892813 , -0.30485392, -0.30954861], [-1.46234866, -0.94521867, 0.25885337, -0.19743346, 0.51713551, 0.11030252, -0.00683143, 0.35698289, -0.27183619, 0.01628874], [-0.19269385, -0.41861358, -0.81938537, -0.83355991, -0.05101746, -0.48640227, -1.01385835, -0.22664335, -0.2218764 , -0.70623098], [-0.51237893, -0.72828783, 0.37563642, 0.00704123, 0.1228049 , 0.00903378, 0.57038238, 0.07548954, -0.2082739 , -0.49889461], [-0.1669145 , -0.13680478, -0.10437778, -0.78267819, -0.33047203, -0.58717721, 0.12539767, -0.36348611, -1.06333981, 0.2765591 ], [-0.97741556, -0.94418733, -0.59067514, -0.42050386, -0.50500897, -0.12855723, -0.41962759, 0.16064047, -0.0141957 , -0.74464132], [-0.25105067, 0.2856848 , 0.01821652, -0.00750424, -0.33371719, 0.54998174, 0.34300426, 0.03435373, -0.26466056, -0.19703163], [-0.34983861, -0.12106054, -0.28980219, 0.05475632, 0.42403003, 0.02868268, 0.36304066, 0.26073354, -0.17581829, -0.28214043], [ 0.19751942, -0.02339938, 0.98067547, 0.42121774, 0.6513656 , 1.10408714, 0.18492069, 1.04193838, 0.40800489, 0.65606167], [-0.80773104, -0.39571058, 0.43902639, 1.26963896, 0.57091935, 0.7746584 , 0.94336569, 0.42625881, 0.18911455, -0.22408936], [-0.91158914, -0.72508707, -0.6618482 , -0.64136444, -0.46408472, -0.86490571, -1.03903103, -0.24030637, -0.1043115 , -0.72580406], [ 0.227851 , 0.82977603, -0.64554257, 0.07631227, -0.20292894, 0.43668873, 0.02593647, 1.18441657, 0.07768788, 1.16721255], [-0.55841608, 0.02809651, -0.55853389, -0.18741387, -0.65808441, -0.15025925, -0.52598543, -0.87348667, -0.25742728, -0.9005024 ], [-1.00989102, -0.28714813, -0.21961763, -0.24049851, 0.26126356, -0.13291989, 0.3563806 , -0.31493719, -0.68184562, -0.71536789], [-0.28815749, 0.11805415, 0.45805364, -0.35558257, 0.43120511, 0.09076979, 0.34383445, 0.26233314, -0.5809929 , -0.67841038], [-0.80710395, -0.2697015 , 0.218467 , -0.40822089, -0.24934911, -0.35425188, -0.48873672, -0.36258401, -1.77725692, -1.20241575], [ 0.40197878, -0.07162391, 0.23416021, 0.20778981, 0.54259604, -0.0247797 , 0.94101888, -0.26522703, -0.13484178, -0.09173897], [ 0.25549084, -0.75810557, 0.44386397, 0.41872453, -0.17202568, 0.47894008, 0.32233152, 0.12998055, 0.07838417, 0.04183284], [-0.93271425, -0.22040401, -0.66563202, -0.60401803, -0.2210677 , -0.29487831, -0.77198852, 0.16154797, 0.1668392 , -0.2738092 ], [-0.41995179, -0.10176781, -0.07693276, -0.58160993, 0.10184847, -0.35576828, 0.49344171, 0.00556062, -0.21484934, 0.0466606 ], [ 0.3843654 , 0.349087 , 0.21906601, 0.21604504, 0.2360339 , -0.05025914, 0.40163351, 0.18324564, -0.36443724, 0.291372 ], [-0.4760715 , -1.1672434 , 0.08620179, 0.64578047, -0.36957166, 0.62868043, 0.48013504, -0.14588857, -0.1164145 , -1.04442222], [ 0.54240553, -0.03472106, -0.45103651, -0.55493558, 0.18763352, -0.40026057, -0.66215365, -0.22989223, 0.33652726, 0.03487664], [-0.81530204, -0.76405669, 0.15767145, -0.12982401, 0.17791687, -0.0687399 , -0.32373903, 0.60642131, 0.14979977, -0.97000467], [ 0.17548916, 0.64544766, -0.2992654 , 0.18789192, -0.03846334, -0.01760107, 0.12336996, 0.1045006 , -0.3427308 , 0.36638338], [-0.45105624, -0.10577746, -0.51543863, 0.3434935 , 0.327451 , 0.24898434, 0.24168567, 0.4827166 , -0.97185917, -0.23426466], [-0.89716707, -0.45875206, -0.22951513, -0.7421138 , -0.31924707, -0.42063044, -0.19925396, 0.13047243, 0.69194583, -0.12438101], [-0.28012336, 0.05397336, -0.85562734, -0.79343135, 0.07553347, -0.37083946, -1.11941009, -0.11979431, -0.74983296, -0.88264129], [ 0.54515733, 0.08577241, 0.51988477, 0.02746326, 0.11410842, -0.32715424, 0.4768198 , -0.10040417, 0.15679916, 0.6063105 ], [ 0.54809033, 0.50144569, -0.04736498, -0.0647527 , -0.61856231, -0.33312997, -0.53010938, -0.64930085, -0.35949533, -0.1650465 ], [ 0.52655422, 1.47455755, 0.45739495, 0.11721971, 0.61554333, 0.24036195, 0.20352424, 2.07974809, 0.47055062, 1.37595976], [ 0.69054525, 0.27364357, 0.19832026, -0.17609367, 0.28638254, 0.00579298, 0.03770312, -0.13419068, 0.17248338, 0.33718526], [ 0.21752493, 0.15234034, -0.71629492, -1.20076149, -1.00462506, -1.03953402, -1.13847073, -0.10998479, 0.62965839, 0.53681239], [ 0.47043861, 0.36430187, 0.69119551, -0.43024742, 0.79532091, -0.49362428, 0.08905008, 0.33525244, -0.05841443, -0.30127272], [-0.0530615 , 1.05264302, -1.31090064, -0.77769556, -0.32279403, -0.62964483, -0.60791759, -0.30967147, -0.41596911, 0.58044774], [ 0.33615142, -0.41925519, -0.09288172, 0.1900825 , 0.11784375, 0.12953462, 0.2567348 , -0.28241954, 0.31054984, 0.0184946 ], [ 0.13398914, 0.47377312, -0.10460034, -0.32325648, -0.85359415, -0.18133441, 0.11677888, 0.05060886, -0.46966049, -0.25143361], [-0.20741925, -0.20163306, -0.5374689 , -0.11887594, -1.21580363, -0.29962169, -0.73361327, 0.18032846, 0.63224176, -0.01939694], [ 0.03756289, 0.27013022, 0.876364 , 0.06133109, -0.22894283, -0.44441508, -0.30709038, 0.5265993 , -0.01438219, -0.43874853], [ 0.79657306, -0.03505962, -0.42411881, 0.15329468, -0.72223772, -0.5958904 , -0.15745191, -0.98539767, 0.69216402, -0.80609777], [ 0.2000444 , -0.28847698, 0.3454237 , 0.01973301, -0.04572627, 0.71494609, -0.00909598, 0.39580976, 0.20623057, 0.04745119], [-0.77247662, -0.51598125, 0.77660055, 1.05929495, 0.29353323, 0.65749772, 0.84690912, 0.44087396, -0.63338121, 0.21054318], [-0.21317998, -0.160797 , -0.225194 , -0.53693936, -0.47072164, 0.02447487, -0.50723569, -0.31435238, -0.44676607, -0.05971221], [ 0.88350819, 0.73855237, 0.3856236 , 0.35518561, 0.65002572, 0.70722866, 0.38138791, 0.69334811, 0.93399838, 0.69636843], [-0.28680281, 0.27386508, -0.74956468, 0.01540415, -0.66157784, -0.66011164, -0.59207133, -0.67290192, 0.37931296, -0.28015278], [ 0.00286223, 0.35805877, -0.91603495, -0.48042684, -0.16685173, -0.75430891, -0.52845689, -0.0796812 , -0.86312152, 0.53248462]]), '__header__': 'MATLAB 5.0 MAT-file, Platform: MACI64, Created on: Fri Nov 30 20:10:49 2012', '__globals__': []}