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side,learnable_edges,method,metric,mean,ci_low,ci_high
4,32,overclamp_clean,classification_error,0.08125,0.046875,0.121875
4,32,overclamp_clean,classification_error_auc,0.12231770833333333,0.08546744791666668,0.162421875
4,32,overclamp_clean,reached_stable_zero_error,0.55,0.4,0.7
4,32,overclamp_clean,restricted_epochs_to_stable_zero_error,325.0,242.75,406.0
4,32,overclamp_clean,restricted_updates_to_stable_zero_error,2204.1,1613.571875,2792.2581249999994
4,32,overclamp_clean,restricted_edge_updates_to_stable_zero_error,70531.2,51905.439999999995,89672.82
4,32,overclamp_clean,restricted_teaching_signal_reads_to_stable_zero_error,70531.2,51851.9,89208.9
4,32,overclamp_clean,restricted_learning_time_to_stable_zero_seconds,6.694091762066566,4.843300584881907,8.637111274578398
4,32,overclamp,classification_error,0.33125,0.27291666666666664,0.3875
4,32,overclamp,classification_error_auc,0.3322482638888889,0.2749479166666667,0.38772634548611107
4,32,overclamp,reached_stable_zero_error,0.2,0.10833333333333332,0.3
4,32,overclamp,restricted_epochs_to_stable_zero_error,493.33333333333337,434.5833333333333,546.1666666666666
4,32,overclamp,restricted_updates_to_stable_zero_error,2836.9666666666662,2456.41625,3190.2262499999997
4,32,overclamp,restricted_edge_updates_to_stable_zero_error,90782.93333333332,78459.52666666667,102126.42666666665
4,32,overclamp,restricted_teaching_signal_reads_to_stable_zero_error,90782.93333333332,78492.72666666668,102031.26
4,32,overclamp,restricted_learning_time_to_stable_zero_seconds,11.322735346286258,9.668668177363983,12.854332706727966
4,32,overclamp_sdil,classification_error,0.08020833333333333,0.046875,0.11979166666666666
4,32,overclamp_sdil,classification_error_auc,0.12251736111111111,0.08586805555555556,0.1628914930555555
4,32,overclamp_sdil,reached_stable_zero_error,0.55,0.4,0.7
4,32,overclamp_sdil,restricted_epochs_to_stable_zero_error,326.41666666666663,245.24791666666667,406.66666666666663
4,32,overclamp_sdil,restricted_updates_to_stable_zero_error,2211.7,1627.9312499999999,2797.1129166666665
4,32,overclamp_sdil,restricted_edge_updates_to_stable_zero_error,70774.4,52070.50666666667,89738.68666666663
4,32,overclamp_sdil,restricted_teaching_signal_reads_to_stable_zero_error,141548.8,104315.17333333335,179502.6933333333
4,32,overclamp_sdil,restricted_learning_time_to_stable_zero_seconds,6.706841827408098,4.855938048841957,8.602373322590896
8,128,overclamp_clean,classification_error,0.00625,0.0,0.015625
8,128,overclamp_clean,classification_error_auc,0.05901041666666666,0.040156250000000004,0.08049479166666666
8,128,overclamp_clean,reached_stable_zero_error,0.95,0.875,1.0
8,128,overclamp_clean,restricted_epochs_to_stable_zero_error,175.5,129.75,226.00624999999945
8,128,overclamp_clean,restricted_updates_to_stable_zero_error,1396.625,1035.1225,1810.6568749999994
8,128,overclamp_clean,restricted_edge_updates_to_stable_zero_error,178768.0,131506.80000000002,230954.63999999993
8,128,overclamp_clean,restricted_teaching_signal_reads_to_stable_zero_error,178768.0,131526.32,230561.35999999987
8,128,overclamp_clean,restricted_learning_time_to_stable_zero_seconds,4.830059691735569,3.4644031059106157,6.415083058794295
8,128,overclamp,classification_error,0.3572916666666667,0.3052083333333333,0.4072916666666666
8,128,overclamp,classification_error_auc,0.3455295138888889,0.29606770833333335,0.3943682725694443
8,128,overclamp,reached_stable_zero_error,0.2,0.11666666666666665,0.29166666666666663
8,128,overclamp,restricted_epochs_to_stable_zero_error,496.5,447.6666666666667,540.0833333333334
8,128,overclamp,restricted_updates_to_stable_zero_error,3512.325,3130.9231250000003,3873.138749999999
8,128,overclamp,restricted_edge_updates_to_stable_zero_error,449577.6,400346.29333333333,495696.90666666656
8,128,overclamp,restricted_teaching_signal_reads_to_stable_zero_error,449577.6,400729.30666666664,495790.0266666667
8,128,overclamp,restricted_learning_time_to_stable_zero_seconds,12.382452183371704,10.841769207163392,13.852293614151728
8,128,overclamp_sdil,classification_error,0.00625,0.0,0.015625
8,128,overclamp_sdil,classification_error_auc,0.05963541666666668,0.04057291666666667,0.08153710937499994
8,128,overclamp_sdil,reached_stable_zero_error,0.95,0.875,1.0
8,128,overclamp_sdil,restricted_epochs_to_stable_zero_error,176.58333333333331,130.58333333333334,228.33333333333331
8,128,overclamp_sdil,restricted_updates_to_stable_zero_error,1405.4416666666666,1031.9054166666667,1820.7799999999997
8,128,overclamp_sdil,restricted_edge_updates_to_stable_zero_error,179896.53333333333,132331.70666666667,233217.35999999996
8,128,overclamp_sdil,restricted_teaching_signal_reads_to_stable_zero_error,359793.06666666665,264248.48,465636.4799999999
8,128,overclamp_sdil,restricted_learning_time_to_stable_zero_seconds,4.855381836348128,3.458883266552342,6.427283350714492
12,288,overclamp_clean,classification_error,0.00625,0.0,0.015625
12,288,overclamp_clean,classification_error_auc,0.042395833333333334,0.031640625,0.05377669270833329
12,288,overclamp_clean,reached_stable_zero_error,0.95,0.875,1.0
12,288,overclamp_clean,restricted_epochs_to_stable_zero_error,175.25,124.5,229.75
12,288,overclamp_clean,restricted_updates_to_stable_zero_error,1402.0,996.0,1842.0
12,288,overclamp_clean,restricted_edge_updates_to_stable_zero_error,403776.0,286272.0,529934.3999999987
12,288,overclamp_clean,restricted_teaching_signal_reads_to_stable_zero_error,403776.0,288561.60000000003,530496.0
12,288,overclamp_clean,restricted_learning_time_to_stable_zero_seconds,5.71628421156082,4.017529676130967,7.586845066013982
12,288,overclamp,classification_error,0.3375,0.2885416666666667,0.38544270833333105
12,288,overclamp,classification_error_auc,0.3404513888888889,0.2936803385416667,0.38732725694444436
12,288,overclamp,reached_stable_zero_error,0.15833333333333333,0.09166666666666665,0.2333333333333333
12,288,overclamp,restricted_epochs_to_stable_zero_error,518.5,478.6666666666667,554.4166666666666
12,288,overclamp,restricted_updates_to_stable_zero_error,4075.9,3747.130833333333,4371.935833333333
12,288,overclamp,restricted_edge_updates_to_stable_zero_error,1173859.2,1077991.56,1259126.5199999998
12,288,overclamp,restricted_teaching_signal_reads_to_stable_zero_error,1173859.2,1078756.2,1259905.02
12,288,overclamp,restricted_learning_time_to_stable_zero_seconds,16.42190842273961,14.747728850822176,17.996643115248986
12,288,overclamp_sdil,classification_error,0.009375,0.0010416666666666667,0.019791666666666666
12,288,overclamp_sdil,classification_error_auc,0.042942708333333336,0.0321875,0.05434027777777778
12,288,overclamp_sdil,reached_stable_zero_error,0.925,0.8416666666666666,0.9916666666666666
12,288,overclamp_sdil,restricted_epochs_to_stable_zero_error,181.91666666666666,130.0,236.91874999999985
12,288,overclamp_sdil,restricted_updates_to_stable_zero_error,1455.3,1034.6412500000001,1906.6743749999987
12,288,overclamp_sdil,restricted_edge_updates_to_stable_zero_error,419126.4,298163.94,547192.8
12,288,overclamp_sdil,restricted_teaching_signal_reads_to_stable_zero_error,838252.8,600945.6,1094769.6
12,288,overclamp_sdil,restricted_learning_time_to_stable_zero_seconds,5.931565613030159,4.2101947700965345,7.846432153455605
16,512,overclamp_clean,classification_error,0.0125,0.003125,0.025
16,512,overclamp_clean,classification_error_auc,0.03703125,0.019348958333333336,0.05817708333333334
16,512,overclamp_clean,reached_stable_zero_error,0.9,0.8,0.975
16,512,overclamp_clean,restricted_epochs_to_stable_zero_error,127.0,66.75,196.25
16,512,overclamp_clean,restricted_updates_to_stable_zero_error,1015.4,532.463125,1565.40125
16,512,overclamp_clean,restricted_edge_updates_to_stable_zero_error,519884.8,272076.8,798733.1199999988
16,512,overclamp_clean,restricted_teaching_signal_reads_to_stable_zero_error,519884.8,274432.0,801043.8399999994
16,512,overclamp_clean,restricted_learning_time_to_stable_zero_seconds,34.82084931528862,18.659156051735636,53.63843481787298
16,512,overclamp,classification_error,0.4020833333333333,0.3552083333333333,0.44791666666666663
16,512,overclamp,classification_error_auc,0.4027604166666666,0.35742968750000004,0.44797764756944447
16,512,overclamp,reached_stable_zero_error,0.06666666666666667,0.016666666666666666,0.125
16,512,overclamp,restricted_epochs_to_stable_zero_error,562.5833333333334,529.75,590.3333333333334
16,512,overclamp,restricted_updates_to_stable_zero_error,4349.65,4063.0483333333336,4596.210625000001
16,512,overclamp,restricted_edge_updates_to_stable_zero_error,2227020.8,2080149.5466666669,2352291.0933333337
16,512,overclamp,restricted_teaching_signal_reads_to_stable_zero_error,2227020.8,2079853.333333333,2352661.44
16,512,overclamp,restricted_learning_time_to_stable_zero_seconds,173.64791361740978,159.73144830014044,186.21539449604305
16,512,overclamp_sdil,classification_error,0.0125,0.003125,0.025
16,512,overclamp_sdil,classification_error_auc,0.03586805555555556,0.018697699652777778,0.05558159722222222
16,512,overclamp_sdil,reached_stable_zero_error,0.9,0.8,0.975
16,512,overclamp_sdil,restricted_epochs_to_stable_zero_error,126.75,65.5,196.3354166666665
16,512,overclamp_sdil,restricted_updates_to_stable_zero_error,1013.5,530.3795833333334,1550.3849999999998
16,512,overclamp_sdil,restricted_edge_updates_to_stable_zero_error,518912.0,272503.4666666667,793489.0666666667
16,512,overclamp_sdil,restricted_teaching_signal_reads_to_stable_zero_error,1037824.0,544085.3333333333,1605232.2133333324
16,512,overclamp_sdil,restricted_learning_time_to_stable_zero_seconds,34.82653674711452,18.724034659901402,53.433058498483156
24,1152,overclamp_clean,classification_error,0.0125,0.003125,0.025
24,1152,overclamp_clean,classification_error_auc,0.038125000000000006,0.02421875,0.05388020833333333
24,1152,overclamp_clean,reached_stable_zero_error,0.9,0.8,0.975
24,1152,overclamp_clean,restricted_epochs_to_stable_zero_error,157.75,102.5,219.0
24,1152,overclamp_clean,restricted_updates_to_stable_zero_error,1262.0,811.95,1744.0
24,1152,overclamp_clean,restricted_edge_updates_to_stable_zero_error,1453824.0,944640.0,2022912.0
24,1152,overclamp_clean,restricted_teaching_signal_reads_to_stable_zero_error,1453824.0,935424.0,2029881.599999995
24,1152,overclamp_clean,restricted_learning_time_to_stable_zero_seconds,49.95834978711372,32.33328414289582,70.0759598991163
24,1152,overclamp,classification_error,0.453125,0.4208333333333333,0.484375
24,1152,overclamp,classification_error_auc,0.456171875,0.42444422743055554,0.48767361111111107
24,1152,overclamp,reached_stable_zero_error,0.03333333333333333,0.008333333333333333,0.06666666666666667
24,1152,overclamp,restricted_epochs_to_stable_zero_error,580.6666666666667,561.1666666666667,595.25
24,1152,overclamp,restricted_updates_to_stable_zero_error,4584.733333333334,4402.86625,4733.825208333333
24,1152,overclamp,restricted_edge_updates_to_stable_zero_error,5281612.8,5076786.96,5451187.44
24,1152,overclamp,restricted_teaching_signal_reads_to_stable_zero_error,5281612.8,5069529.12,5454472.5600000005
24,1152,overclamp,restricted_learning_time_to_stable_zero_seconds,198.5021026034656,187.6982941297391,208.31642221697527
24,1152,overclamp_sdil,classification_error,0.0125,0.003125,0.025
24,1152,overclamp_sdil,classification_error_auc,0.038888888888888896,0.02424435763888889,0.05529513888888889
24,1152,overclamp_sdil,reached_stable_zero_error,0.9,0.8,0.975
24,1152,overclamp_sdil,restricted_epochs_to_stable_zero_error,157.41666666666669,101.91666666666666,220.66666666666666
24,1152,overclamp_sdil,restricted_updates_to_stable_zero_error,1259.3333333333335,814.0,1753.3499999999988
24,1152,overclamp_sdil,restricted_edge_updates_to_stable_zero_error,1450752.0,931584.0,2026752.0
24,1152,overclamp_sdil,restricted_teaching_signal_reads_to_stable_zero_error,2901504.0,1858560.0,4045862.3999999966
24,1152,overclamp_sdil,restricted_learning_time_to_stable_zero_seconds,49.81015013120395,31.962821779374543,69.58022406475615
32,2048,overclamp_clean,classification_error,0.00625,0.0,0.015625
32,2048,overclamp_clean,classification_error_auc,0.04739583333333334,0.033489583333333336,0.06263020833333334
32,2048,overclamp_clean,reached_stable_zero_error,0.95,0.875,1.0
32,2048,overclamp_clean,restricted_epochs_to_stable_zero_error,201.75,148.5,258.5
32,2048,overclamp_clean,restricted_updates_to_stable_zero_error,1614.0,1194.0,2068.0
32,2048,overclamp_clean,restricted_edge_updates_to_stable_zero_error,3305472.0,2441216.0,4218880.0
32,2048,overclamp_clean,restricted_teaching_signal_reads_to_stable_zero_error,3305472.0,2433024.0,4222976.0
32,2048,overclamp_clean,restricted_learning_time_to_stable_zero_seconds,66.55174631846694,48.39995966640773,86.3040386186875
32,2048,overclamp,classification_error,0.46875,0.4395833333333334,0.496875
32,2048,overclamp,classification_error_auc,0.47010416666666666,0.4415625,0.49762196180555546
32,2048,overclamp,reached_stable_zero_error,0.025,0.0,0.05833333333333333
32,2048,overclamp,restricted_epochs_to_stable_zero_error,586.3333333333334,568.6666666666667,600.0
32,2048,overclamp,restricted_updates_to_stable_zero_error,4686.083333333334,4551.416666666667,4795.416666666667
32,2048,overclamp,restricted_edge_updates_to_stable_zero_error,9597098.666666668,9317034.666666668,9821013.333333334
32,2048,overclamp,restricted_teaching_signal_reads_to_stable_zero_error,9597098.666666668,9321301.333333334,9821013.333333334
32,2048,overclamp,restricted_learning_time_to_stable_zero_seconds,206.34409836292394,197.4930763843621,214.19155388584946
32,2048,overclamp_sdil,classification_error,0.008333333333333333,0.0010416666666666667,0.017708333333333333
32,2048,overclamp_sdil,classification_error_auc,0.0475,0.033402560763888894,0.06287326388888889
32,2048,overclamp_sdil,reached_stable_zero_error,0.9333333333333332,0.8583333333333332,0.9916666666666666
32,2048,overclamp_sdil,restricted_epochs_to_stable_zero_error,199.41666666666666,146.66666666666666,257.33333333333337
32,2048,overclamp_sdil,restricted_updates_to_stable_zero_error,1595.3333333333333,1167.3333333333335,2066.0
32,2048,overclamp_sdil,restricted_edge_updates_to_stable_zero_error,3267242.6666666665,2389333.333333333,4224341.333333333
32,2048,overclamp_sdil,restricted_teaching_signal_reads_to_stable_zero_error,6534485.333333333,4778666.666666667,8426905.599999994
32,2048,overclamp_sdil,restricted_learning_time_to_stable_zero_seconds,65.86935077626708,47.67382711660665,86.11764160301927
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