benchmark.csv

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nf_resnet50,79.12999998291015,6.773333347320556,43.3966666595459,67.31999986572265,31.49010591511268,63.46600000976562,67.79999999511719,52.095999984130856,67.48199999755859,56.35600000976562,73.80199999267577,75.86599999511719,66.96799999511718,74.79800001708985,61.653999990234375,37.101999990234376,48.564000001220705,71.85599997314453,51.86599999267578,21.478000002441405,64.17400000732422,70.68800001464844,25.00200000244141,46.12799998413086,31.99199998901367,23.68000000366211,44.851999990234376,20.010000001220703,55.46599999633789,47.79799998779297,51.85999998779297,40.24399999145508,46.02,69.98599998535157,60.22800001708984,34.68199999389648,59.51799997802734,70.37799997314453,70.84999998535156,18.88200000427246,62.854000014648435,65.14599998046874,35.13199999267578,73.69999999023437,53.61999998413086,38.01199999145508,65.29199999023437,61.07799998046875,72.31399997558594,18.627999992675782,52.549999987792965,41.073999987792966,32.0440000012207,10.091999999389648,37.97399998779297,52.1140000012207,72.44399998046875,67.19800000976562,57.740000002441406,37.870000003662106,21.363999998168943,58.355999992675784,39.40799999511719,69.15600001464844,48.62200000854492,46.884000004882814,60.58000001708984,56.6640000012207,39.227999998779296,49.254,61.02399998779297,74.65599997802734,55.53199999511719,70.55599998291015,69.91399998291016,32.734000008544925,35.1479999987793,50.703999982910155,15.040000001220704,75.99799999267579,53.038000009765625,70.50200001220703,39.92199999511719,69.80799997802734,69.58600000732422,20.07599999572754,63.95599998413086,48.659999990234375,68.17599997070313,61.41200001220703,75.27200000732422,13.774000001831055,70.45799997070313,63.13199999267578,63.462000009765624,38.69000000610352,76.68999998779297,33.932000008544925,71.55999999511718,56.9820000024414,52.74082104814068,75.38199999267579,47.462,51.1300000012207,55.98799998779297,71.87600001464844,66.51599997558594,74.00999999267579,10.970000000610352,51.5,68.89000001220703,61.80999998291016,43.15199999633789,14.404000001220703,68.01599999267579,35.01999999755859,61.51600000488281,57.45999999267578,10.738000000152589,11.775999996948242,57.80800000366211,72.37799997070313,65.29600001708984,51.12000000610352,28.14599999145508,66.212,67.91599998779297,55.46600000732422,12.57200000076294,56.9920000012207,76.12800001464844,31.993999993896484,63.60199999511719,42.03999999755859,74.30599998535156,63.116,73.22199997070312,54.323999993896486,9.825999998321532,72.79799999755859,69.86999998779297,44.61999998657227,68.81800000976563,37.854000001220705,64.2460000036621,70.83999999023438,67.03200001708984,70.778,46.81999999389649,8.024,60.6759999987793,52.849119997299184,45.078125,36.71875,94.921875,64.91745448179272,80.0,97.94642857142856,44.84375,44.875,23.4375,42.109375,67.8125,56.875,57.49999999999999,92.85714285714286,30.625000000000004,98.828125,55.3125,71.625,0.25573394495412843,31.293957800511507,0.11988491048593453,0.16942501068115234,21.215405,0.0019461645397859176,0.002198913181316556,0.0029571591059084725,0.00856817894788865,0.03174522937624821,0.07878175156510006,0.11469733352660383,0.13279413625947442,0.16456464050445546,0.4674333375619171,0.8851257427328559,0.005636294706133242,0.2381397701118739,0.5701503856419475,0.7225830912102367,0.8499431319552034,0.9244281561823392,0.9563755846877836,0.9808922027311369,0.9936054593692748,0.9991659297914801,1.0005307721472143,0.5081530731741691,0.8523985743522644,0.3152724802494049,0.06308450605659607,0.1939773559570312,0.9403631423117672,0.9671543836593628,0.861556351184845,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.8169564008712769,0.8169564008712769,0.8589905726304631,0.8589905726304631,0.0,0.9078291058540344,,,,,0.8036296963691711,0.803635835647583,0.8449781803910094,0.8449856008443631,0.003662109375,0.9318397641181946,,,,,0.8523985743522644,0.8524022698402405,0.8962563225055273,0.8962609581353984,0.002685546875,0.9434951543807985,,,,,0.7236243486404419,0.7236246466636658,0.7607031013474086,0.7607034317568668,0.00042724609375,0.9573220610618592,,,,,0.8392366170883179,0.8392414450645447,0.8822393809479279,0.8822446785960818,0.0047607421875,0.95637446641922,,,,,0.7685148119926453,0.7685161828994751,0.807893766997482,0.8078953018219955,0.002197265625,0.9530389904975892,,,,,0.8160361647605896,0.8160421848297119,0.857850129713466,0.8578567525582558,0.0064697265625,0.9529688358306884,,,,,0.612866997718811,0.6128823757171631,0.6442485131853275,0.6442647888870555,0.0187835693359375,0.961384117603302,,,,,0.7523685693740845,0.7524150609970093,0.7908931856190701,0.7909421580038439,0.013977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resnet50_untrained,0.066,0.21333333333333335,0.62,0.12,0.1100434278527776,0.086,0.088,0.09,0.082,0.078,0.074,0.078,0.088,0.072,0.092,0.11,0.094,0.084,0.104,0.116,0.094,0.082,0.098,0.086,0.112,0.098,0.108,0.116,0.092,0.132,0.08,0.098,0.11,0.074,0.09,0.076,0.076,0.102,0.09,0.088,0.088,0.086,0.092,0.116,0.086,0.076,0.074,0.096,0.132,0.118,0.1,0.076,0.094,0.102,0.086,0.08,0.132,0.08,0.088,0.102,0.084,0.094,0.076,0.136,0.13,0.096,0.082,0.084,0.098,0.108,0.14,0.142,0.082,0.074,0.088,0.092,0.116,0.076,0.074,0.13,0.104,0.074,0.146,0.086,0.132,0.114,0.086,0.08,0.078,0.112,0.076,0.088,0.122,0.08,0.124,0.122,0.098,0.074,0.076,0.09,0.09585263157894734,0.094,0.086,0.1,0.09,0.094,0.088,0.098,0.096,0.098,0.102,0.088,0.106,0.082,0.09,0.076,0.086,0.096,0.084,0.098,0.084,0.1,0.102,0.088,0.11,0.088,0.086,0.084,0.09,0.084,0.092,0.1,0.096,0.072,0.092,0.098,0.1,0.1,0.08,0.09,0.092,0.1,0.088,0.1,0.096,0.09,0.094,0.094,0.082,0.09,0.086,0.092,7.734375,6.25,6.25,6.475840336134453,6.25,5.803571428571429,6.171875,6.25,6.875000000000001,6.25,5.78125,6.25,6.25,6.25,6.25,6.5625,6.015625,9.25,0.6511627906976745,0.1458599744245559,0.09590792838874984,0.00011539459228515625,4.564033,1.5151515151515151,1.5151515151515151,1.5151515151515151,1.5151515151515151,1.5151515151515151,1.5151515151515151,1.5151515151515151,1.5151515151515151,1.5151515151515151,1.5151515151515151,1.5151515151515151,1.5151515151515151,1.4848484848484849,1.4848484848484849,1.4848484848484849,1.5151515151515151,1.5454545454545452,1.5757575757575757,1.5757575757575757,1.5454545454545452,1.5454545454545452,1.5454545454545452,0.9542155217270121,0.9542367458343506,0.9536927938461304,0.0,0.0,0.985919410320369,0.9882825016975404,0.9662010669708252,0.9536927938461304,0.9536927938461304,1.0027623484261217,1.0027623484261217,0.0,0.9662010669708252,,,,,0.9538697004318236,0.9538697004318236,1.0029483572378342,1.0029483572378342,0.0,0.9667529463768004,,,,,0.9538492560386658,0.9538492560386658,1.0029268609364803,1.0029268609364803,0.0,0.967799961566925,,,,,0.9540936946868896,0.9540936946868896,1.0029817734684252,1.0029817734684252,0.0,0.9765100479125975,,,,,0.9541295766830444,0.9541295766830444,1.0030194940700174,1.0030194940700174,0.0,0.976771354675293,,,,,0.9540821313858032,0.9540821313858032,1.0029696176599388,1.0029696176599388,0.0,0.9767441749572754,,,,,0.954102337360382,0.954102337360382,1.0029908589953869,1.0029908589953869,0.0,0.9762827157974244,,,,,0.9542117118835448,0.9542117118835448,1.0030715945436706,1.0030715945436706,0.0,0.9833827018737792,,,,,0.9542103409767152,0.9542103409767152,1.003070153440315,1.003070153440315,0.0,0.9833968281745912,,,,,0.9542139768600464,0.9542139768600464,1.0030739754970404,1.0030739754970404,0.0,0.983400583267212,,,,,0.9542101621627808,0.9542101621627808,1.0030699654703124,1.0030699654703124,0.0,0.9834769368171692,,,,,0.954202115535736,0.954202115535736,1.0030615068201827,1.0030615068201827,0.0,0.9833094477653505,,,,,0.9542080760002136,0.9542080760002136,1.0030677724869452,1.0030677724869452,0.0,0.9833268523216248,,,,,0.9542367458343506,0.9542367458343506,1.0030921085996038,1.0030921085996038,0.0,0.9882825016975404,,,,,0.954234540462494,0.954234540462494,1.0030897903163103,1.0030897903163103,0.0,0.9882771372795104,,,,,0.9542321562767028,0.9542321562767028,1.003087284064101,1.003087284064101,0.0,0.9882306456565856,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.0,11295.346977268093,4247.369056794454,0.9999878519006941,10.321973045735295,2.9167394352746555e-06,0.08811704389436266
lambda_resnet50ts,80.16999999267578,15.760000003051758,39.189999993896485,68.50999986572266,28.532688793143468,63.252000009765624,68.86400001708985,56.772000007324216,67.12599998046875,54.80399998291016,74.1319999975586,76.32600001220703,68.2479999975586,75.63399997070313,62.46800000488281,36.44599999511719,49.250000004882814,73.0100000024414,42.60199999633789,21.296000002441406,65.562,71.87999998779297,25.83799999694824,46.235999987792965,31.80999999633789,25.55400000244141,44.72399998779297,15.060000004882813,53.00600000854492,47.014,54.374,35.83600000488281,36.13999999145508,69.25400001708984,62.59399999267578,31.706000004882817,60.36799998535156,71.06000000976563,71.59799998291015,16.843999993286133,63.415999990234376,64.72600001953126,41.49799998535156,74.03199999023437,51.99199999267578,25.813999996948244,66.49400001708985,59.941999985351565,72.22599997070313,19.02199999389649,55.36199999389648,38.55999998901367,33.49999999572754,8.46399999633789,38.18400000488281,51.68599999267578,72.94800001708984,68.26399999023438,61.63199999633789,36.324,18.494000001831058,59.10599998779297,42.681999986572265,69.92599999267578,48.83799999755859,49.545999998779294,61.40200000732422,57.65599999267578,41.47600000366211,48.869999990234376,58.861999986572265,74.85599998535156,47.85999998779297,71.4820000048828,70.02799998779297,34.06599998779297,36.008,49.24400000610351,12.707999996948242,76.29,44.76600000488281,70.3519999975586,36.475999998168945,70.7520000024414,69.18199998535157,15.895999995117188,67.79999999023437,49.37799998657226,61.182,55.10799998535156,75.43200001953124,12.315999993286132,68.35199998291016,65.64399998291016,63.74600001953125,39.68000000854492,77.02800001464844,10.983999999694824,71.79599997558594,59.66799999633789,52.060126312586725,75.47999998779297,45.911999998779294,43.164000002441405,59.17599999633789,72.25000000732422,64.90399998535156,73.504,13.862000000915527,55.76400000732422,66.78400001708984,64.10399997558594,36.56400000244141,11.202000002441409,69.45799999267578,31.28799998901367,60.26799997070312,61.06599998779297,6.239999999694824,14.433999999389648,53.77600000488281,71.39999998046875,61.972,45.42200000854492,25.21799999633789,64.14600000244141,66.90599998291016,54.19399998535156,8.001999999084473,58.82999999023438,76.29599998291016,24.185999994506837,61.02399999389648,35.77400000610351,74.27999997314453,65.76400001220703,72.44400000244141,47.2180000012207,7.623999998321533,72.19799997558594,68.57399997802735,36.26400000732422,67.41999998535157,29.73600000366211,62.6720000012207,70.33599999511719,62.895999982910155,71.05000001464843,48.41199998901367,5.586000000457764,56.513999990234375,51.031159995233146,43.984375,37.65625,96.640625,64.08412114845939,81.5625,98.83928571428572,43.984375,40.625,19.0625,41.5625,73.671875,60.62499999999999,54.01785714285714,89.64285714285715,36.25,98.90625,52.890625,69.625,0.22950819672131148,23.349584398976983,0.3556585677749413,1.0,108.20808,0.0021953349135097806,0.001920918049321058,0.004914556567743486,0.021778720221523162,0.04016465012216758,0.05241362106004601,0.05455906199801084,0.0735187726144483,0.1849070724812304,0.5542971186735661,0.9056005989017967,0.004016465012216757,0.1954347012776775,0.4944243483507968,0.6455781464825702,0.7926406384412227,0.8991143818987113,0.936160658777359,0.9650492701147009,0.9861544216086733,0.9949108148232105,0.9997505301539176,0.5055456810826691,0.8982314467430115,0.3898117542266845,0.0018058541269162357,0.0416666679084301,0.9617288758676685,0.964953601360321,0.8380225300788879,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.7935490012168884,0.7935490012168884,0.8703441871307109,0.8703441871307109,0.0,0.8380225300788879,,,,,0.7431769967079163,0.7431125044822693,0.7828432780168146,0.7828660053269397,0.0416666679084301,0.9117827415466307,,,,,0.7705404162406921,0.7705349922180176,0.8104673379112578,0.810466453500506,0.0078125,0.9311127662658693,,,,,0.8179269433021545,0.8179269433021545,0.8600110515661477,0.8600110515661477,0.0,0.9451487064361572,,,,,0.8106372356414795,0.8106372356414795,0.8523462726978093,0.8523462726978093,0.0,0.9554324150085448,,,,,0.8982314467430115,0.8982314467430115,0.944447395197092,0.944447395197092,0.0,0.9473357796669006,,,,,0.5741305947303772,0.5741305947303772,0.603549237681665,0.603549237681665,0.0,0.9597917795181274,,,,,0.8704563975334167,0.8704563975334167,0.9150588733442132,0.9150588733442132,0.0,0.9601496458053588,,,,,0.8595839738845825,0.8595839738845825,0.9036293430853568,0.9036293430853568,0.0,0.9597142934799194,,,,,0.3898117542266845,0.3898099958896637,0.4097718493857115,0.4097700014601613,0.0001220703125,0.9594137072563172,,,,,0.7563718557357788,0.7563714981079102,0.7951014580435546,0.7951010827527872,9.155273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