| { | |
| "Teacher": { | |
| "nuclear_norm": [ | |
| 215.39819152832033, | |
| 2851.8021923828123, | |
| 3029.737529296875, | |
| 3604.4050048828126, | |
| 4501.927802734375, | |
| 5501.485280761719, | |
| 10422.504853515626, | |
| 11719.479638671875, | |
| 12286.0675, | |
| 12919.732783203124, | |
| 13914.96623046875, | |
| 14889.798896484375, | |
| 15681.2775390625, | |
| 16384.064501953126, | |
| 16731.1759765625, | |
| 17220.32056640625, | |
| 17406.93095703125, | |
| 17763.9362109375, | |
| 18125.8908203125, | |
| 18568.76560546875, | |
| 18903.90712890625, | |
| 19124.79322265625, | |
| 19365.5128515625, | |
| 20041.0069921875, | |
| 20382.8232421875, | |
| 20998.215234375, | |
| 21824.415078125, | |
| 22616.92390625, | |
| 23871.78484375, | |
| 24756.01822265625, | |
| 26043.24041015625, | |
| 27493.13984375, | |
| 29502.76392578125, | |
| 31867.91501953125, | |
| 34864.04201171875, | |
| 37907.5835546875, | |
| 41436.5378515625, | |
| 45558.4750390625, | |
| 50203.843828125, | |
| 54394.035546875, | |
| 59148.9051171875, | |
| 63776.1983203125, | |
| 68797.88734375, | |
| 73928.1373828125, | |
| 80696.78296875, | |
| 85636.1775, | |
| 94171.178828125, | |
| 109243.540078125, | |
| 34275.0926953125 | |
| ], | |
| "nuclear_norm_norm": [ | |
| 0.18938496204327204, | |
| 2.5068139583860027, | |
| 2.6632741970541103, | |
| 3.1683568064608494, | |
| 3.9576363197623006, | |
| 4.836166669041685, | |
| 9.169131881835924, | |
| 10.31051038468997, | |
| 10.8085265346695, | |
| 11.365774697063143, | |
| 12.240561303173763, | |
| 13.097263622263656, | |
| 13.792606409879607, | |
| 14.410471283511665, | |
| 14.71527557817971, | |
| 15.144963407081109, | |
| 15.308875405430603, | |
| 15.622485696463416, | |
| 15.940234393446199, | |
| 16.329361464522176, | |
| 16.624071641596718, | |
| 16.81827933306402, | |
| 17.0296582499884, | |
| 17.623994679566575, | |
| 17.92452571971669, | |
| 18.465382913829284, | |
| 19.191762142938238, | |
| 19.88824196307456, | |
| 20.990940727615563, | |
| 21.76799936618859, | |
| 22.899201786522784, | |
| 24.173501628215647, | |
| 25.939423816164112, | |
| 28.01748809549424, | |
| 30.65041010406768, | |
| 33.32478769676928, | |
| 36.425506817498515, | |
| 40.04701442555954, | |
| 44.12926889230545, | |
| 47.8098971192491, | |
| 51.98742966848314, | |
| 56.051619921349904, | |
| 60.46189913482271, | |
| 64.96780407077563, | |
| 70.91370275574528, | |
| 75.24740923968874, | |
| 82.74766708793483, | |
| 95.99754806573338, | |
| 30.132615430111397 | |
| ], | |
| "effective_rank": [ | |
| 104.68822430656319, | |
| 153.0178871577944, | |
| 155.99100138283714, | |
| 162.35288965542853, | |
| 168.05127376921436, | |
| 169.8647309168205, | |
| 45.883681362000395, | |
| 43.976442745455195, | |
| 47.37738106152328, | |
| 50.856143136674845, | |
| 57.473396487581894, | |
| 62.753359785018866, | |
| 68.12988955539439, | |
| 72.3011121316112, | |
| 74.19121726539338, | |
| 76.83849227835478, | |
| 77.1075828319068, | |
| 78.7169113088604, | |
| 80.63618665650525, | |
| 83.3665993089321, | |
| 84.61455447574639, | |
| 85.50019297307902, | |
| 86.48400468611402, | |
| 82.61535873864176, | |
| 82.83628909143714, | |
| 85.14834945576057, | |
| 89.21815360286297, | |
| 92.1162109381387, | |
| 96.4824495708786, | |
| 99.64377890237193, | |
| 104.6984710062049, | |
| 109.91400384092303, | |
| 116.56542313968326, | |
| 124.41830913265814, | |
| 132.29885168258633, | |
| 139.5221041300434, | |
| 146.70116104140797, | |
| 153.56007693087355, | |
| 160.19336549034392, | |
| 165.43422190960885, | |
| 170.5454232963752, | |
| 174.90080684974913, | |
| 179.49783858146697, | |
| 183.3163698692555, | |
| 188.07808067489594, | |
| 204.66249743495086, | |
| 207.46555715399583, | |
| 201.4230347855607, | |
| 188.95649506439202 | |
| ], | |
| "matrix_entropy": [ | |
| 4.206888954639435, | |
| 4.4095111656188966, | |
| 4.394276475906372, | |
| 4.4014720582962035, | |
| 4.448635821342468, | |
| 4.4278244781494145, | |
| 0.16119862832129, | |
| 0.14880068644881247, | |
| 0.1644653544574976, | |
| 0.1853742992132902, | |
| 0.22367824047803878, | |
| 0.25594927549362184, | |
| 0.28600904166698454, | |
| 0.31191822558641435, | |
| 0.3239900061488152, | |
| 0.3412316106259823, | |
| 0.3455576267838478, | |
| 0.3576215890049934, | |
| 0.37000166803598405, | |
| 0.3862066526710987, | |
| 0.39502276986837387, | |
| 0.4010657924413681, | |
| 0.4112305188179016, | |
| 0.3728843565285206, | |
| 0.37763324320316316, | |
| 0.4013813292980194, | |
| 0.4295101180672646, | |
| 0.4456826329231262, | |
| 0.48114902824163436, | |
| 0.5181191864609719, | |
| 0.5736487838625908, | |
| 0.6406782740354537, | |
| 0.7381200289726257, | |
| 0.8465869337320328, | |
| 0.9973691415786743, | |
| 1.1541156655550002, | |
| 1.3347176855802536, | |
| 1.548744387626648, | |
| 1.7813004541397095, | |
| 1.981774070262909, | |
| 2.209675211906433, | |
| 2.4277997291088105, | |
| 2.657332750558853, | |
| 2.8757052540779116, | |
| 3.1578192281723023, | |
| 4.361954493522644, | |
| 4.546120362281799, | |
| 4.343451082706451, | |
| 4.141376276016235 | |
| ], | |
| "curvature": [ | |
| 2.1038391470909117, | |
| 2.0707355666160585, | |
| 2.0674334454536436, | |
| 2.058214844465256, | |
| 2.0462745320796967, | |
| 2.025733712911606, | |
| 2.017590970993042, | |
| 2.0167517137527464, | |
| 2.018733958005905, | |
| 2.0187633728981016, | |
| 2.0136014044284822, | |
| 2.013280643224716, | |
| 2.0006045055389405, | |
| 1.9938008749485017, | |
| 1.9914719998836516, | |
| 1.9894809532165527, | |
| 1.9878231489658356, | |
| 1.9846733844280242, | |
| 1.9850213050842285, | |
| 1.983310819864273, | |
| 1.9849828970432282, | |
| 1.9883981597423555, | |
| 1.9890693521499634, | |
| 1.991260941028595, | |
| 1.9929089963436126, | |
| 1.9917235195636749, | |
| 1.992165925502777, | |
| 1.993897123336792, | |
| 1.9907762444019317, | |
| 1.988698751926422, | |
| 1.9868079257011413, | |
| 1.9813048768043517, | |
| 1.9787288177013398, | |
| 1.9757376646995544, | |
| 1.975119923353195, | |
| 1.97794336438179, | |
| 1.9781843900680542, | |
| 1.9799584019184113, | |
| 1.9831022250652313, | |
| 1.985677297115326, | |
| 1.9858953535556794, | |
| 1.9861898219585419, | |
| 1.99049236536026, | |
| 1.994918452501297, | |
| 1.995727937221527, | |
| 1.9950733935832978, | |
| 1.9997023236751557, | |
| 1.9937973320484161, | |
| 2.0018574345111846 | |
| ] | |
| }, | |
| "Student-base": { | |
| "nuclear_norm": [ | |
| 134.1159073638916, | |
| 3088.664415283203, | |
| 8626.0771484375, | |
| 15335.546796875, | |
| 16313.38595703125, | |
| 17102.4166015625, | |
| 16923.4089453125, | |
| 17218.43642578125, | |
| 17610.453046875, | |
| 17841.9676953125, | |
| 18188.473193359376, | |
| 18200.562509765627, | |
| 18347.6771875, | |
| 18586.413076171873, | |
| 19068.83853515625, | |
| 19196.115654296875, | |
| 19278.36802734375, | |
| 19674.865078125, | |
| 20275.3494140625, | |
| 21110.41982421875, | |
| 22358.57615234375, | |
| 23753.94974609375, | |
| 25767.558203125, | |
| 28465.9199609375, | |
| 31328.13916015625, | |
| 34563.7403125, | |
| 37390.41837890625, | |
| 30135.5444140625, | |
| 22268.76875 | |
| ], | |
| "nuclear_norm_norm": [ | |
| 0.21530076723028377, | |
| 4.956817366276248, | |
| 13.86007003825687, | |
| 24.64720821965461, | |
| 26.21687546069463, | |
| 27.483097389709542, | |
| 27.19615118933892, | |
| 27.669191431037927, | |
| 28.298565117748858, | |
| 28.669621918966175, | |
| 29.2254280304181, | |
| 29.24495177852967, | |
| 29.4811498991221, | |
| 29.864186357099694, | |
| 30.637880496652766, | |
| 30.842052274433154, | |
| 30.97424680229767, | |
| 31.6104208399192, | |
| 32.57430035672776, | |
| 33.914259855062326, | |
| 35.9177275784045, | |
| 38.1567516937383, | |
| 41.38753461586843, | |
| 45.71599902552875, | |
| 50.30583472899395, | |
| 55.494709200250384, | |
| 60.02724747728068, | |
| 48.34740244059409, | |
| 35.73112867045441 | |
| ], | |
| "effective_rank": [ | |
| 101.89556546152103, | |
| 157.49070870997792, | |
| 19.010946708856554, | |
| 9.347370849376475, | |
| 11.13970986056293, | |
| 12.829767527683508, | |
| 11.68511920350916, | |
| 12.410690835975299, | |
| 13.492060549778348, | |
| 14.172808140979045, | |
| 15.211786978216553, | |
| 15.203071440965097, | |
| 15.585752293269802, | |
| 16.3389905422752, | |
| 17.93052561856718, | |
| 18.37219990649734, | |
| 18.53564101951342, | |
| 19.839788678272257, | |
| 21.830057623042986, | |
| 24.66010447065476, | |
| 28.769797277305667, | |
| 33.528044688169665, | |
| 40.36574552526144, | |
| 49.339740314691326, | |
| 58.458730710084666, | |
| 68.5535864485775, | |
| 76.48704348844431, | |
| 194.4376339061968, | |
| 176.89001092002044 | |
| ], | |
| "matrix_entropy": [ | |
| 3.985308578014374, | |
| 4.290987188816071, | |
| 0.051464302912354466, | |
| 0.018562843771651388, | |
| 0.022858670242130757, | |
| 0.027124252263456584, | |
| 0.024399575646966695, | |
| 0.02699633501470089, | |
| 0.029892794005572796, | |
| 0.031613017152994874, | |
| 0.03403875222429633, | |
| 0.034477595891803506, | |
| 0.036078126709908245, | |
| 0.03791934952139855, | |
| 0.041482673045247796, | |
| 0.0424128744751215, | |
| 0.04408358968794346, | |
| 0.047564293742179874, | |
| 0.05314187254756689, | |
| 0.061146744340658185, | |
| 0.0751984103396535, | |
| 0.09226739969104529, | |
| 0.11956568844616414, | |
| 0.16095545463263988, | |
| 0.21057505890727043, | |
| 0.27255637720227244, | |
| 0.33124074012041094, | |
| 4.462070336341858, | |
| 3.8148220062255858 | |
| ], | |
| "curvature": [ | |
| 2.1060247659683227, | |
| 2.0595999372005465, | |
| 2.036118335723877, | |
| 2.02845205783844, | |
| 2.0067318844795228, | |
| 1.9938671386241913, | |
| 1.9939209175109864, | |
| 1.9919767439365388, | |
| 1.9800768899917602, | |
| 1.9754509794712067, | |
| 1.9728212189674377, | |
| 1.9732410550117492, | |
| 1.9630587315559387, | |
| 1.960308324098587, | |
| 1.9524783933162688, | |
| 1.956511709690094, | |
| 1.9516983890533448, | |
| 1.94998197555542, | |
| 1.950312477350235, | |
| 1.9490781283378602, | |
| 1.9593964111804962, | |
| 1.9615025663375854, | |
| 1.9658828890323639, | |
| 1.9679645788669586, | |
| 1.9719377529621125, | |
| 1.975154412984848, | |
| 1.984947887659073, | |
| 1.9953895926475524, | |
| 2.000340918302536 | |
| ] | |
| }, | |
| "AMID": { | |
| "nuclear_norm": [ | |
| 134.1159073638916, | |
| 3149.7650842285157, | |
| 7754.902255859375, | |
| 14346.966953125, | |
| 15358.249951171874, | |
| 16155.40314453125, | |
| 15979.74173828125, | |
| 16263.111669921875, | |
| 16676.532138671875, | |
| 16911.491259765626, | |
| 17235.381416015625, | |
| 17247.418974609376, | |
| 17419.70537109375, | |
| 17662.910380859375, | |
| 18107.012421875, | |
| 18224.9460546875, | |
| 18318.333857421876, | |
| 18731.6803515625, | |
| 19353.922802734374, | |
| 20217.7469921875, | |
| 21533.1633984375, | |
| 22955.462890625, | |
| 25049.43146484375, | |
| 27760.07447265625, | |
| 30684.97427734375, | |
| 34121.50880859375, | |
| 37267.96671875, | |
| 31342.758828125, | |
| 22151.5580078125 | |
| ], | |
| "nuclear_norm_norm": [ | |
| 0.21530076723028377, | |
| 5.054909795098119, | |
| 12.458849365672046, | |
| 23.0570700342262, | |
| 24.68025234286616, | |
| 25.959298261066664, | |
| 25.677743461138157, | |
| 26.131911289318456, | |
| 26.795423819091244, | |
| 27.171958308957304, | |
| 27.69130519380061, | |
| 27.710837010084223, | |
| 27.98739468099267, | |
| 28.377606523134663, | |
| 29.089691868709266, | |
| 29.27886203671118, | |
| 29.428858663452402, | |
| 30.09195506510259, | |
| 31.090545311239637, | |
| 32.47668107582276, | |
| 34.58800988533921, | |
| 36.870179487923004, | |
| 40.230176466915445, | |
| 44.57874412678966, | |
| 49.26934976592784, | |
| 54.780635201198905, | |
| 59.82715576269222, | |
| 50.28514044601027, | |
| 35.54721082791627 | |
| ], | |
| "effective_rank": [ | |
| 101.89556546152103, | |
| 158.30565010352583, | |
| 25.826520656499962, | |
| 11.002560178245998, | |
| 13.234458934655265, | |
| 15.241621265250531, | |
| 13.880459109075934, | |
| 14.676606117090515, | |
| 15.986460696403155, | |
| 16.781893512183988, | |
| 17.910437925278934, | |
| 17.88932371360748, | |
| 18.410220250352385, | |
| 19.302663697932715, | |
| 21.022188528553546, | |
| 21.492092870749385, | |
| 21.719114898750902, | |
| 23.290174866296, | |
| 25.647870036198118, | |
| 28.991810398350225, | |
| 33.763286205908805, | |
| 39.09117060570135, | |
| 46.74520261084056, | |
| 56.35766976787022, | |
| 65.94230805942688, | |
| 76.79556486833582, | |
| 85.33983923272648, | |
| 191.82623715135367, | |
| 174.19752492412087 | |
| ], | |
| "matrix_entropy": [ | |
| 3.985308578014374, | |
| 4.300693428516388, | |
| 0.07838016103953123, | |
| 0.023350040148943662, | |
| 0.029003720488399266, | |
| 0.03439348472282291, | |
| 0.031056132465600968, | |
| 0.03423114735633135, | |
| 0.038138013351708654, | |
| 0.040382129661738875, | |
| 0.04318699050694704, | |
| 0.04377698676660657, | |
| 0.04603023901581764, | |
| 0.04833284106105566, | |
| 0.05230103403329849, | |
| 0.05342063974589109, | |
| 0.05549924213439226, | |
| 0.05986322019249201, | |
| 0.06692282535135746, | |
| 0.07690313212573528, | |
| 0.09576155714690686, | |
| 0.11732525981962681, | |
| 0.1526004895567894, | |
| 0.20343465641140937, | |
| 0.26635449066758154, | |
| 0.3472593621909618, | |
| 0.42888124257326127, | |
| 4.47415867805481, | |
| 3.7906008911132814 | |
| ], | |
| "curvature": [ | |
| 2.1060247659683227, | |
| 2.058927392959595, | |
| 2.0353119242191315, | |
| 2.0275551795959474, | |
| 2.0053143286705017, | |
| 1.991986289024353, | |
| 1.9918946206569672, | |
| 1.98974050283432, | |
| 1.9782931303977966, | |
| 1.9731854331493377, | |
| 1.970130306482315, | |
| 1.970510390996933, | |
| 1.9600944006443024, | |
| 1.9573215901851655, | |
| 1.9493862652778626, | |
| 1.9534480094909668, | |
| 1.9483650612831116, | |
| 1.9464766299724579, | |
| 1.9461959743499755, | |
| 1.9454628503322602, | |
| 1.954462583065033, | |
| 1.9554454636573793, | |
| 1.9576282012462616, | |
| 1.9584488797187805, | |
| 1.9599815618991852, | |
| 1.9619805753231048, | |
| 1.9697536134719849, | |
| 1.98136780500412, | |
| 1.9914460182189941 | |
| ] | |
| }, | |
| "CSD": { | |
| "nuclear_norm": [ | |
| 134.1159073638916, | |
| 3151.3405639648436, | |
| 8154.863032226563, | |
| 14748.448857421876, | |
| 15775.24146484375, | |
| 16587.678525390624, | |
| 16416.4564453125, | |
| 16700.8675390625, | |
| 17132.623154296874, | |
| 17377.273466796876, | |
| 17693.44908203125, | |
| 17708.5906640625, | |
| 17900.72869140625, | |
| 18139.33873046875, | |
| 18582.064267578124, | |
| 18709.0434375, | |
| 18799.260478515625, | |
| 19227.8245703125, | |
| 19844.949921875, | |
| 20712.5798046875, | |
| 21997.8591015625, | |
| 23382.62833984375, | |
| 25394.86470703125, | |
| 28065.2405078125, | |
| 30891.3939453125, | |
| 34157.333203125, | |
| 37049.58865234375, | |
| 30746.3189453125, | |
| 24273.4991796875 | |
| ], | |
| "nuclear_norm_norm": [ | |
| 0.21530076723028377, | |
| 5.057438300245401, | |
| 13.102121135395636, | |
| 23.702842897120334, | |
| 25.350892568726326, | |
| 26.654568213510277, | |
| 26.38020686276255, | |
| 26.836006626488533, | |
| 27.52902984634214, | |
| 27.92119013218618, | |
| 28.428323769361036, | |
| 28.45271716577252, | |
| 28.761123559587467, | |
| 29.143961347352562, | |
| 29.853899145247986, | |
| 30.057569169489838, | |
| 30.20245929082898, | |
| 30.88992994159361, | |
| 31.880447156435352, | |
| 33.27273824180261, | |
| 35.33589625584889, | |
| 37.5578638551169, | |
| 40.786622118213934, | |
| 45.07066709522531, | |
| 49.602699228733655, | |
| 54.84015713687703, | |
| 59.478689615793556, | |
| 49.327966815669434, | |
| 38.95600831439608 | |
| ], | |
| "effective_rank": [ | |
| 101.89556546152103, | |
| 158.65768514313837, | |
| 22.63864420724955, | |
| 10.379372785883033, | |
| 12.505205017776621, | |
| 14.446540363201118, | |
| 13.170209217204768, | |
| 13.921937218436192, | |
| 15.210843268168382, | |
| 15.989859993038285, | |
| 17.031546202835237, | |
| 17.02430533525294, | |
| 17.579519542511193, | |
| 18.41470778293937, | |
| 20.03630590595551, | |
| 20.519517795314968, | |
| 20.730500427843914, | |
| 22.273518410219296, | |
| 24.50955917106616, | |
| 27.71754435052324, | |
| 32.17884565921684, | |
| 37.15307792365566, | |
| 44.24777858712084, | |
| 53.42945826365736, | |
| 62.52109962330055, | |
| 72.79465425361293, | |
| 80.71430368145562, | |
| 190.19558084425017, | |
| 175.42833502861137 | |
| ], | |
| "matrix_entropy": [ | |
| 3.985308578014374, | |
| 4.303474781513214, | |
| 0.0649418768286705, | |
| 0.02148446380160749, | |
| 0.026788199972361326, | |
| 0.03197458431124687, | |
| 0.028902299851179123, | |
| 0.03190589159727097, | |
| 0.035736706145107745, | |
| 0.03795756436884403, | |
| 0.04051898047327995, | |
| 0.04108592290431261, | |
| 0.043426287416368725, | |
| 0.04550609119236469, | |
| 0.04919366400688887, | |
| 0.05024758771061897, | |
| 0.052131875902414325, | |
| 0.05640166599303484, | |
| 0.06286922134459019, | |
| 0.07218910574913025, | |
| 0.08940388169139624, | |
| 0.10903868772089481, | |
| 0.140659569427371, | |
| 0.1873337949067354, | |
| 0.24383326783776282, | |
| 0.31508811831474304, | |
| 0.38489997789263725, | |
| 4.415601627826691, | |
| 3.87267783164978 | |
| ], | |
| "curvature": [ | |
| 2.1060247659683227, | |
| 2.0588955593109133, | |
| 2.035234730243683, | |
| 2.0266445755958555, | |
| 2.003845125436783, | |
| 1.990453814268112, | |
| 1.9904914844036101, | |
| 1.9883171319961548, | |
| 1.9763399434089661, | |
| 1.9712075674533844, | |
| 1.968500862121582, | |
| 1.9691797268390656, | |
| 1.9592998099327088, | |
| 1.957155441045761, | |
| 1.9494735348224639, | |
| 1.953247058391571, | |
| 1.9484358310699463, | |
| 1.946689990758896, | |
| 1.9464551734924316, | |
| 1.9448475134372711, | |
| 1.9526001524925232, | |
| 1.9532876229286193, | |
| 1.9550496590137483, | |
| 1.9561502075195312, | |
| 1.9576808953285216, | |
| 1.9602966356277465, | |
| 1.9675381517410278, | |
| 1.9761706972122193, | |
| 1.9868453764915466 | |
| ] | |
| }, | |
| "NNM (ours)": { | |
| "nuclear_norm": [ | |
| 134.1159073638916, | |
| 3096.050927734375, | |
| 4703.507600097656, | |
| 10460.611416015625, | |
| 11430.029599609376, | |
| 12220.494462890625, | |
| 12036.503662109375, | |
| 12314.620390625, | |
| 12718.603154296876, | |
| 12978.2200390625, | |
| 13340.875595703124, | |
| 13351.215966796875, | |
| 13522.818017578125, | |
| 13758.117099609375, | |
| 14221.15, | |
| 14307.991708984375, | |
| 14375.2101171875, | |
| 14766.01890625, | |
| 15374.62037109375, | |
| 16246.965146484376, | |
| 17586.860302734374, | |
| 18977.51328125, | |
| 21027.520703125, | |
| 23779.61625, | |
| 26713.5416015625, | |
| 30182.36173828125, | |
| 33250.494296875, | |
| 31165.2317578125, | |
| 22164.470234375 | |
| ], | |
| "nuclear_norm_norm": [ | |
| 0.21530076723028377, | |
| 4.968722383367634, | |
| 7.5518023698094945, | |
| 16.80731407970536, | |
| 18.363424312839037, | |
| 19.63190560171747, | |
| 19.336966747541744, | |
| 19.782942547579967, | |
| 20.431768292725057, | |
| 20.84785371276804, | |
| 21.429509460246987, | |
| 21.446172525554942, | |
| 21.721599473022724, | |
| 22.099102828254644, | |
| 22.84164901636094, | |
| 22.98085985632664, | |
| 23.088810988199413, | |
| 23.715614478495276, | |
| 24.692137350323407, | |
| 26.091791769810985, | |
| 28.242167986411037, | |
| 30.473542729340483, | |
| 33.76293827458375, | |
| 38.17779687003605, | |
| 42.882884473208414, | |
| 48.4464316272541, | |
| 53.36713860842659, | |
| 50.00075026243401, | |
| 35.56598982201151 | |
| ], | |
| "effective_rank": [ | |
| 101.89556546152103, | |
| 156.8654093032029, | |
| 101.95800184552492, | |
| 21.322996496111333, | |
| 25.121587941599824, | |
| 28.59851795993426, | |
| 25.748837659469164, | |
| 27.15354339994008, | |
| 29.51408660884013, | |
| 31.126176599756494, | |
| 33.432115239546505, | |
| 33.351460358494364, | |
| 34.26543773402051, | |
| 35.807348225388324, | |
| 38.92742860183243, | |
| 39.55036211783274, | |
| 39.65404824459069, | |
| 42.10952540293695, | |
| 45.886105657824004, | |
| 51.219446627499316, | |
| 58.44399775869929, | |
| 65.85328275003977, | |
| 75.76071923776735, | |
| 87.71534331478726, | |
| 98.58309789032654, | |
| 110.06954862345312, | |
| 118.35724960240945, | |
| 191.39401209799428, | |
| 173.21733190014234 | |
| ], | |
| "matrix_entropy": [ | |
| 3.985308578014374, | |
| 4.255542757511139, | |
| 0.9008328014612198, | |
| 0.05777958162128925, | |
| 0.06930229377001523, | |
| 0.08068873282521963, | |
| 0.07138242065906525, | |
| 0.07830341205000878, | |
| 0.08660916045308113, | |
| 0.09189928609877825, | |
| 0.09905102573335171, | |
| 0.10020754769444466, | |
| 0.10545820824801921, | |
| 0.11061241798102855, | |
| 0.12021655403077602, | |
| 0.122106539234519, | |
| 0.1262555994093418, | |
| 0.13589366525411606, | |
| 0.15178135059773923, | |
| 0.1750113707780838, | |
| 0.21817997261881827, | |
| 0.26570635616779326, | |
| 0.3427540411055088, | |
| 0.4560862585902214, | |
| 0.589963196516037, | |
| 0.7575663489103317, | |
| 0.9168383121490479, | |
| 4.457416253089905, | |
| 3.772310936450958 | |
| ], | |
| "curvature": [ | |
| 2.1060247659683227, | |
| 2.0598296678066252, | |
| 2.0362573754787445, | |
| 2.0278285253047943, | |
| 2.0058377838134764, | |
| 1.9928903782367706, | |
| 1.9933051288127899, | |
| 1.9920068299770355, | |
| 1.9809003341197968, | |
| 1.9761052680015565, | |
| 1.9734528803825377, | |
| 1.9737603402137756, | |
| 1.9628500175476074, | |
| 1.9604456233978271, | |
| 1.9527271330356597, | |
| 1.9568486440181732, | |
| 1.9520790469646454, | |
| 1.949960036277771, | |
| 1.9497414922714233, | |
| 1.9477431178092957, | |
| 1.956837203502655, | |
| 1.9577617919445038, | |
| 1.9585282492637635, | |
| 1.9584717655181885, | |
| 1.9597941994667054, | |
| 1.961311241388321, | |
| 1.9688116979599, | |
| 1.977805539369583, | |
| 1.9884187698364257 | |
| ] | |
| } | |
| } |