Filename,Depth,Activations-Params,Activation Function,Total Activations,Total Parameters,Batch Size,Max GPU Memory (MiB),Avg GPUTL,Avg GRACT,Avg SMACT,Avg SMOCC,Avg FP32A
input:1259_output:79_depth:8_arch:pyramid_batch:717.out,9,"[('linear', 629, 792540), ('ReLU', 629, 0), ('linear', 314, 197820), ('ReLU', 314, 0), ('linear', 157, 49455), ('ReLU', 157, 0), ('linear', 79, 12482), ('ReLU', 79, 0), ('linear', 79, 6320), ('ReLU', 79, 0), ('linear', 79, 6320), ('ReLU', 79, 0), ('linear', 79, 6320), ('ReLU', 79, 0), ('linear', 79, 6320), ('ReLU', 79, 0), ('linear', 79, 6320)]",ReLU,3069,1083897,717,1479,25.653846153846153,0.22060256410256415,0.09972727272727279,0.014621212121212132,0.05603076923076923
input:3503_output:95_depth:9_arch:uniform_batch:270.out,10,"[('linear', 3503, 12274512), ('ReLU', 3503, 0), ('linear', 3503, 12274512), ('ReLU', 3503, 0), ('linear', 3503, 12274512), ('ReLU', 3503, 0), ('linear', 3503, 12274512), ('ReLU', 3503, 0), ('linear', 3503, 12274512), ('ReLU', 3503, 0), ('linear', 3503, 12274512), ('ReLU', 3503, 0), ('linear', 3503, 12274512), ('ReLU', 3503, 0), ('linear', 3503, 12274512), ('ReLU', 3503, 0), ('linear', 3503, 12274512), ('ReLU', 3503, 0), ('linear', 95, 332880)]",ReLU,63149,110803488,270,3679,84.94871794871794,0.8397662337662338,0.7920571428571429,0.33285714285714274,0.45394029850746265
input:61_output:12_depth:5_arch:pyramid_batch:777.out,6,"[('linear', 30, 1860), ('ReLU', 30, 0), ('linear', 15, 465), ('ReLU', 15, 0), ('linear', 12, 192), ('ReLU', 12, 0), ('linear', 12, 156), ('ReLU', 12, 0), ('linear', 12, 156), ('ReLU', 12, 0), ('linear', 12, 156)]",ReLU,174,2985,777,1451,14.558441558441558,0.1407820512820513,0.004470588235294121,0.0010000000000000007,0.0010000000000000007
input:2039_output:479_depth:1_arch:uniform_batch:239.out,2,"[('linear', 2039, 4159560), ('ReLU', 2039, 0), ('linear', 479, 977160)]",ReLU,4557,5136720,239,1553,36.14102564102564,0.33906410256410247,0.2403823529411764,0.05113235294117649,0.13154545454545458
input:1428_output:311_depth:9_arch:gradual_batch:7.out,10,"[('linear', 1304, 1863416), ('ReLU', 1304, 0), ('linear', 1180, 1539900), ('ReLU', 1180, 0), ('linear', 1056, 1247136), ('ReLU', 1056, 0), ('linear', 932, 985124), ('ReLU', 932, 0), ('linear', 808, 753864), ('ReLU', 808, 0), ('linear', 684, 553356), ('ReLU', 684, 0), ('linear', 560, 383600), ('ReLU', 560, 0), ('linear', 436, 244596), ('ReLU', 436, 0), ('linear', 312, 136344), ('ReLU', 312, 0), ('linear', 311, 97343)]",ReLU,14855,7804679,7,1619,38.12658227848101,0.3795128205128204,0.22947222222222224,0.05374999999999994,0.033984848484848486
input:3783_output:605_depth:7_arch:gradual_batch:623.out,8,"[('linear', 3329, 12596936), ('ReLU', 3329, 0), ('linear', 2875, 9573750), ('ReLU', 2875, 0), ('linear', 2421, 6962796), ('ReLU', 2421, 0), ('linear', 1967, 4764074), ('ReLU', 1967, 0), ('linear', 1513, 2977584), ('ReLU', 1513, 0), ('linear', 1059, 1603326), ('ReLU', 1059, 0), ('linear', 605, 641300), ('ReLU', 605, 0), ('linear', 605, 366630)]",ReLU,28143,39486396,623,2271,63.51898734177215,0.6080649350649352,0.5757567567567566,0.21135135135135136,0.41120833333333345
input:2477_output:163_depth:3_arch:bottleneck_batch:654.out,5,"[('linear', 1238, 3067764), ('ReLU', 1238, 0), ('linear', 619, 766941), ('ReLU', 619, 0), ('linear', 309, 191580), ('ReLU', 309, 0), ('linear', 163, 50530), ('ReLU', 163, 0), ('linear', 163, 26732)]",ReLU,4821,4103547,654,1559,35.87179487179487,0.30834615384615377,0.23378260869565212,0.044550724637681186,0.16836923076923083
input:2643_output:140_depth:4_arch:gradual_batch:860.out,5,"[('linear', 2018, 5335592), ('ReLU', 2018, 0), ('linear', 1393, 2812467), ('ReLU', 1393, 0), ('linear', 768, 1070592), ('ReLU', 768, 0), ('linear', 143, 109967), ('ReLU', 143, 0), ('linear', 140, 20160)]",ReLU,8784,9348778,860,1683,35.85897435897436,0.3169999999999998,0.2897313432835822,0.08902985074626868,0.21668656716417914
input:1119_output:86_depth:3_arch:bottleneck_batch:208.out,5,"[('linear', 559, 626080), ('ReLU', 559, 0), ('linear', 279, 156240), ('ReLU', 279, 0), ('linear', 139, 38920), ('ReLU', 139, 0), ('linear', 86, 12040), ('ReLU', 86, 0), ('linear', 86, 7482)]",ReLU,2212,840762,208,1477,34.38461538461539,0.3190769230769231,0.08879411764705887,0.011632352941176477,0.03589855072463766
input:2520_output:46_depth:7_arch:gradual_batch:802.out,8,"[('linear', 2167, 5463007), ('ReLU', 2167, 0), ('linear', 1814, 3932752), ('ReLU', 1814, 0), ('linear', 1461, 2651715), ('ReLU', 1461, 0), ('linear', 1108, 1619896), ('ReLU', 1108, 0), ('linear', 755, 837295), ('ReLU', 755, 0), ('linear', 402, 303912), ('ReLU', 402, 0), ('linear', 49, 19747), ('ReLU', 49, 0), ('linear', 46, 2300)]",ReLU,15558,14830624,802,1793,44.285714285714285,0.40425974025974015,0.37876470588235295,0.10952941176470592,0.26244927536231877
input:1316_output:68_depth:9_arch:gradual_batch:362.out,10,"[('linear', 1178, 1551426), ('ReLU', 1178, 0), ('linear', 1040, 1226160), ('ReLU', 1040, 0), ('linear', 902, 938982), ('ReLU', 902, 0), ('linear', 764, 689892), ('ReLU', 764, 0), ('linear', 626, 478890), ('ReLU', 626, 0), ('linear', 488, 305976), ('ReLU', 488, 0), ('linear', 350, 171150), ('ReLU', 350, 0), ('linear', 212, 74412), ('ReLU', 212, 0), ('linear', 74, 15762), ('ReLU', 74, 0), ('linear', 68, 5100)]",ReLU,11336,5457750,362,1579,36.90909090909091,0.34657142857142853,0.241943661971831,0.05907042253521123,0.13832394366197187
input:1560_output:221_depth:6_arch:bottleneck_batch:738.out,8,"[('linear', 780, 1217580), ('ReLU', 780, 0), ('linear', 390, 304590), ('ReLU', 390, 0), ('linear', 221, 86411), ('ReLU', 221, 0), ('linear', 221, 49062), ('ReLU', 221, 0), ('linear', 221, 49062), ('ReLU', 221, 0), ('linear', 221, 49062), ('ReLU', 221, 0), ('linear', 221, 49062), ('ReLU', 221, 0), ('linear', 221, 49062)]",ReLU,4771,1853891,738,1501,30.21794871794872,0.26420779220779217,0.15667692307692307,0.02936923076923078,0.09683333333333337
input:81_output:10_depth:8_arch:gradual_batch:178.out,9,"[('linear', 73, 5986), ('ReLU', 73, 0), ('linear', 65, 4810), ('ReLU', 65, 0), ('linear', 57, 3762), ('ReLU', 57, 0), ('linear', 49, 2842), ('ReLU', 49, 0), ('linear', 41, 2050), ('ReLU', 41, 0), ('linear', 33, 1386), ('ReLU', 33, 0), ('linear', 25, 850), ('ReLU', 25, 0), ('linear', 17, 442), ('ReLU', 17, 0), ('linear', 10, 180)]",ReLU,730,22308,178,1451,29.285714285714285,0.28751948051948045,0.012439393939393948,0.0010000000000000007,0.0019852941176470604
input:893_output:70_depth:4_arch:gradual_batch:334.out,5,"[('linear', 688, 615072), ('ReLU', 688, 0), ('linear', 483, 332787), ('ReLU', 483, 0), ('linear', 278, 134552), ('ReLU', 278, 0), ('linear', 73, 20367), ('ReLU', 73, 0), ('linear', 70, 5180)]",ReLU,3114,1107958,334,1477,33.714285714285715,0.3108961038961037,0.11507246376811597,0.018768115942028988,0.06043478260869566
input:2390_output:229_depth:8_arch:bottleneck_batch:643.out,10,"[('linear', 1195, 2857245), ('ReLU', 1195, 0), ('linear', 597, 714012), ('ReLU', 597, 0), ('linear', 298, 178204), ('ReLU', 298, 0), ('linear', 229, 68471), ('ReLU', 229, 0), ('linear', 229, 52670), ('ReLU', 229, 0), ('linear', 229, 52670), ('ReLU', 229, 0), ('linear', 229, 52670), ('ReLU', 229, 0), ('linear', 229, 52670), ('ReLU', 229, 0), ('linear', 229, 52670), ('ReLU', 229, 0), ('linear', 229, 52670)]",ReLU,7157,4133952,643,1557,36.675324675324674,0.32014102564102576,0.2267727272727273,0.045742424242424244,0.14889393939393938
input:3478_output:791_depth:5_arch:uniform_batch:509.out,6,"[('linear', 3478, 12099962), ('ReLU', 3478, 0), ('linear', 3478, 12099962), ('ReLU', 3478, 0), ('linear', 3478, 12099962), ('ReLU', 3478, 0), ('linear', 3478, 12099962), ('ReLU', 3478, 0), ('linear', 3478, 12099962), ('ReLU', 3478, 0), ('linear', 791, 2751889)]",ReLU,35571,63251699,509,2765,75.62820512820512,0.7316753246753249,0.6984729729729734,0.2872972972972973,0.4621232876712328
input:334_output:65_depth:9_arch:pyramid_batch:96.out,10,"[('linear', 167, 55945), ('ReLU', 167, 0), ('linear', 83, 13944), ('ReLU', 83, 0), ('linear', 65, 5460), ('ReLU', 65, 0), ('linear', 65, 4290), ('ReLU', 65, 0), ('linear', 65, 4290), ('ReLU', 65, 0), ('linear', 65, 4290), ('ReLU', 65, 0), ('linear', 65, 4290), ('ReLU', 65, 0), ('linear', 65, 4290), ('ReLU', 65, 0), ('linear', 65, 4290), ('ReLU', 65, 0), ('linear', 65, 4290)]",ReLU,1475,105379,96,1453,37.6025641025641,0.36589743589743595,0.02289705882352939,0.0019852941176470604,0.004000000000000003
input:2603_output:528_depth:1_arch:gradual_batch:230.out,2,"[('linear', 528, 1374912), ('ReLU', 528, 0), ('linear', 528, 279312)]",ReLU,1584,1654224,230,1493,30.974025974025974,0.25503896103896095,0.12443939393939396,0.021166666666666677,0.0747121212121212
input:1497_output:33_depth:9_arch:gradual_batch:812.out,10,"[('linear', 1335, 1999830), ('ReLU', 1335, 0), ('linear', 1173, 1567128), ('ReLU', 1173, 0), ('linear', 1011, 1186914), ('ReLU', 1011, 0), ('linear', 849, 859188), ('ReLU', 849, 0), ('linear', 687, 583950), ('ReLU', 687, 0), ('linear', 525, 361200), ('ReLU', 525, 0), ('linear', 363, 190938), ('ReLU', 363, 0), ('linear', 201, 73164), ('ReLU', 201, 0), ('linear', 39, 7878), ('ReLU', 39, 0), ('linear', 33, 1320)]",ReLU,12399,6831510,812,1597,36.26923076923077,0.34085714285714286,0.2810298507462687,0.06468656716417906,0.19501408450704222
input:2565_output:273_depth:3_arch:uniform_batch:445.out,4,"[('linear', 2565, 6581790), ('ReLU', 2565, 0), ('linear', 2565, 6581790), ('ReLU', 2565, 0), ('linear', 2565, 6581790), ('ReLU', 2565, 0), ('linear', 273, 700518)]",ReLU,15663,20445888,445,1887,54.896103896103895,0.518961038961039,0.5063823529411764,0.20091176470588243,0.30792957746478883
input:2623_output:621_depth:6_arch:gradual_batch:847.out,7,"[('linear', 2290, 6008960), ('ReLU', 2290, 0), ('linear', 1957, 4483487), ('ReLU', 1957, 0), ('linear', 1624, 3179792), ('ReLU', 1624, 0), ('linear', 1291, 2097875), ('ReLU', 1291, 0), ('linear', 958, 1237736), ('ReLU', 958, 0), ('linear', 625, 599375), ('ReLU', 625, 0), ('linear', 621, 388746)]",ReLU,18111,17995971,847,1865,47.58227848101266,0.4372820512820512,0.4099863013698629,0.14498630136986296,0.30941791044776135
input:3694_output:129_depth:5_arch:uniform_batch:117.out,6,"[('linear', 3694, 13649330), ('ReLU', 3694, 0), ('linear', 3694, 13649330), ('ReLU', 3694, 0), ('linear', 3694, 13649330), ('ReLU', 3694, 0), ('linear', 3694, 13649330), ('ReLU', 3694, 0), ('linear', 3694, 13649330), ('ReLU', 3694, 0), ('linear', 129, 476655)]",ReLU,37069,68723305,117,2821,82.17948717948718,0.8067272727272731,0.7579420289855072,0.38813235294117665,0.3174347826086958
input:1287_output:270_depth:3_arch:uniform_batch:126.out,4,"[('linear', 1287, 1657656), ('ReLU', 1287, 0), ('linear', 1287, 1657656), ('ReLU', 1287, 0), ('linear', 1287, 1657656), ('ReLU', 1287, 0), ('linear', 270, 347760)]",ReLU,7992,5320728,126,1575,41.76923076923077,0.3949358974358974,0.2713857142857144,0.057699999999999946,0.09668115942028996
input:288_output:50_depth:6_arch:pyramid_batch:622.out,7,"[('linear', 144, 41616), ('ReLU', 144, 0), ('linear', 72, 10440), ('ReLU', 72, 0), ('linear', 50, 3650), ('ReLU', 50, 0), ('linear', 50, 2550), ('ReLU', 50, 0), ('linear', 50, 2550), ('ReLU', 50, 0), ('linear', 50, 2550), ('ReLU', 50, 0), ('linear', 50, 2550)]",ReLU,882,65906,622,1455,16.03846153846154,0.15354545454545454,0.02665151515151515,0.0020151515151515167,0.005640625000000003
input:1978_output:178_depth:2_arch:gradual_batch:459.out,3,"[('linear', 1078, 2133362), ('ReLU', 1078, 0), ('linear', 178, 192062), ('ReLU', 178, 0), ('linear', 178, 31862)]",ReLU,2690,2357286,459,1515,30.205128205128204,0.25279487179487187,0.1573731343283582,0.03164179104477612,0.10820895522388059
input:1935_output:321_depth:3_arch:uniform_batch:319.out,4,"[('linear', 1935, 3746160), ('ReLU', 1935, 0), ('linear', 1935, 3746160), ('ReLU', 1935, 0), ('linear', 1935, 3746160), ('ReLU', 1935, 0), ('linear', 321, 621456)]",ReLU,11931,11859936,319,1713,47.83116883116883,0.44583333333333347,0.4102394366197185,0.12811267605633794,0.23247142857142852
input:3360_output:824_depth:3_arch:pyramid_batch:343.out,4,"[('linear', 1680, 5646480), ('ReLU', 1680, 0), ('linear', 840, 1412040), ('ReLU', 840, 0), ('linear', 824, 692984), ('ReLU', 824, 0), ('linear', 824, 679800)]",ReLU,7512,8431304,343,1641,37.80769230769231,0.32592307692307687,0.2777971014492755,0.06685507246376808,0.15552941176470592
input:3911_output:783_depth:7_arch:gradual_batch:393.out,8,"[('linear', 3465, 13555080), ('ReLU', 3465, 0), ('linear', 3019, 10463854), ('ReLU', 3019, 0), ('linear', 2573, 7770460), ('ReLU', 2573, 0), ('linear', 2127, 5474898), ('ReLU', 2127, 0), ('linear', 1681, 3577168), ('ReLU', 1681, 0), ('linear', 1235, 2077270), ('ReLU', 1235, 0), ('linear', 789, 975204), ('ReLU', 789, 0), ('linear', 783, 618570)]",ReLU,30561,44512504,393,2341,69.0253164556962,0.6728311688311687,0.6148142857142858,0.25040579710144933,0.39038571428571417
input:175_output:30_depth:1_arch:pyramid_batch:541.out,2,"[('linear', 87, 15312), ('ReLU', 87, 0), ('linear', 30, 2640)]",ReLU,204,17952,541,1453,8.333333333333334,0.07403896103896103,0.007906250000000005,0.0010000000000000007,0.0016875000000000013
input:666_output:24_depth:7_arch:gradual_batch:862.out,8,"[('linear', 575, 383525), ('ReLU', 575, 0), ('linear', 484, 278784), ('ReLU', 484, 0), ('linear', 393, 190605), ('ReLU', 393, 0), ('linear', 302, 118988), ('ReLU', 302, 0), ('linear', 211, 63933), ('ReLU', 211, 0), ('linear', 120, 25440), ('ReLU', 120, 0), ('linear', 29, 3509), ('ReLU', 29, 0), ('linear', 24, 720)]",ReLU,4252,1065504,862,1481,25.94871794871795,0.23573076923076938,0.12027692307692307,0.021723076923076925,0.07421538461538461
input:3791_output:934_depth:6_arch:pyramid_batch:188.out,7,"[('linear', 1895, 7185840), ('ReLU', 1895, 0), ('linear', 947, 1795512), ('ReLU', 947, 0), ('linear', 934, 885432), ('ReLU', 934, 0), ('linear', 934, 873290), ('ReLU', 934, 0), ('linear', 934, 873290), ('ReLU', 934, 0), ('linear', 934, 873290), ('ReLU', 934, 0), ('linear', 934, 873290)]",ReLU,14090,13359944,188,1739,52.4025974025974,0.4775064935064933,0.4039857142857144,0.12478571428571435,0.17481159420289863
input:120_output:11_depth:3_arch:gradual_batch:10.out,4,"[('linear', 84, 10164), ('ReLU', 84, 0), ('linear', 48, 4080), ('ReLU', 48, 0), ('linear', 12, 588), ('ReLU', 12, 0), ('linear', 11, 143)]",ReLU,299,14975,10,1451,25.115384615384617,0.24544871794871811,0.003969696969696972,0.0010000000000000007,0
input:1184_output:70_depth:9_arch:bottleneck_batch:884.out,11,"[('linear', 592, 701520), ('ReLU', 592, 0), ('linear', 296, 175528), ('ReLU', 296, 0), ('linear', 148, 43956), ('ReLU', 148, 0), ('linear', 74, 11026), ('ReLU', 74, 0), ('linear', 70, 5250), ('ReLU', 70, 0), ('linear', 70, 4970), ('ReLU', 70, 0), ('linear', 70, 4970), ('ReLU', 70, 0), ('linear', 70, 4970), ('ReLU', 70, 0), ('linear', 70, 4970), ('ReLU', 70, 0), ('linear', 70, 4970), ('ReLU', 70, 0), ('linear', 70, 4970)]",ReLU,3130,967100,884,1479,24.935897435897434,0.2180779220779221,0.0989857142857143,0.014442857142857155,0.05508695652173912
input:2179_output:119_depth:3_arch:pyramid_batch:894.out,4,"[('linear', 1089, 2374020), ('ReLU', 1089, 0), ('linear', 544, 592960), ('ReLU', 544, 0), ('linear', 272, 148240), ('ReLU', 272, 0), ('linear', 119, 32487)]",ReLU,3929,3147707,894,1537,29.94871794871795,0.25137179487179473,0.18637142857142858,0.0401,0.14160869565217396
input:710_output:155_depth:8_arch:bottleneck_batch:979.out,10,"[('linear', 355, 252405), ('ReLU', 355, 0), ('linear', 177, 63012), ('ReLU', 177, 0), ('linear', 155, 27590), ('ReLU', 155, 0), ('linear', 155, 24180), ('ReLU', 155, 0), ('linear', 155, 24180), ('ReLU', 155, 0), ('linear', 155, 24180), ('ReLU', 155, 0), ('linear', 155, 24180), ('ReLU', 155, 0), ('linear', 155, 24180), ('ReLU', 155, 0), ('linear', 155, 24180), ('ReLU', 155, 0), ('linear', 155, 24180)]",ReLU,3389,512267,979,1485,20.576923076923077,0.1897532467532468,0.07839999999999998,0.011476923076923084,0.03580597014925373
input:3339_output:506_depth:2_arch:pyramid_batch:135.out,3,"[('linear', 1669, 5574460), ('ReLU', 1669, 0), ('linear', 834, 1392780), ('ReLU', 834, 0), ('linear', 506, 422510)]",ReLU,5512,7389750,135,1605,44.8051948051948,0.4002337662337664,0.3270142857142857,0.07088571428571426,0.11320000000000009
input:3020_output:364_depth:9_arch:gradual_batch:51.out,10,"[('linear', 2725, 8232225), ('ReLU', 2725, 0), ('linear', 2430, 6624180), ('ReLU', 2430, 0), ('linear', 2135, 5190185), ('ReLU', 2135, 0), ('linear', 1840, 3930240), ('ReLU', 1840, 0), ('linear', 1545, 2844345), ('ReLU', 1545, 0), ('linear', 1250, 1932500), ('ReLU', 1250, 0), ('linear', 955, 1194705), ('ReLU', 955, 0), ('linear', 660, 630960), ('ReLU', 660, 0), ('linear', 365, 241265), ('ReLU', 365, 0), ('linear', 364, 133224)]",ReLU,28174,30953829,51,2079,70.31168831168831,0.691532467532467,0.5953188405797102,0.2612028985507247,0.15004411764705888
input:2754_output:469_depth:4_arch:gradual_batch:566.out,5,"[('linear', 2183, 6014165), ('ReLU', 2183, 0), ('linear', 1612, 3520608), ('ReLU', 1612, 0), ('linear', 1041, 1679133), ('ReLU', 1041, 0), ('linear', 470, 489740), ('ReLU', 470, 0), ('linear', 469, 220899)]",ReLU,11081,11924545,566,1719,41.94805194805195,0.3667402597402598,0.33688571428571434,0.10694285714285717,0.21514492753623193
input:670_output:35_depth:4_arch:uniform_batch:411.out,5,"[('linear', 670, 449570), ('ReLU', 670, 0), ('linear', 670, 449570), ('ReLU', 670, 0), ('linear', 670, 449570), ('ReLU', 670, 0), ('linear', 670, 449570), ('ReLU', 670, 0), ('linear', 35, 23485)]",ReLU,5395,1821765,411,1491,34.14102564102564,0.3219743589743591,0.18172058823529408,0.032176470588235306,0.10830434782608708
input:2253_output:366_depth:10_arch:pyramid_batch:718.out,11,"[('linear', 1126, 2538004), ('ReLU', 1126, 0), ('linear', 563, 634501), ('ReLU', 563, 0), ('linear', 366, 206424), ('ReLU', 366, 0), ('linear', 366, 134322), ('ReLU', 366, 0), ('linear', 366, 134322), ('ReLU', 366, 0), ('linear', 366, 134322), ('ReLU', 366, 0), ('linear', 366, 134322), ('ReLU', 366, 0), ('linear', 366, 134322), ('ReLU', 366, 0), ('linear', 366, 134322), ('ReLU', 366, 0), ('linear', 366, 134322), ('ReLU', 366, 0), ('linear', 366, 134322)]",ReLU,9600,4453505,718,1561,34.82051282051282,0.31637662337662326,0.23767164179104483,0.04816417910447762,0.1558939393939394
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input:444_output:41_depth:4_arch:bottleneck_batch:152.out,6,"[('linear', 222, 98790), ('ReLU', 222, 0), ('linear', 111, 24753), ('ReLU', 111, 0), ('linear', 55, 6160), ('ReLU', 55, 0), ('linear', 41, 2296), ('ReLU', 41, 0), ('linear', 41, 1722), ('ReLU', 41, 0), ('linear', 41, 1722)]",ReLU,981,135443,152,1453,32.311688311688314,0.304846153846154,0.02596969696969699,0.0020000000000000013,0.0059857142857142895
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input:3810_output:541_depth:5_arch:pyramid_batch:534.out,6,"[('linear', 1905, 7259955), ('ReLU', 1905, 0), ('linear', 952, 1814512), ('ReLU', 952, 0), ('linear', 541, 515573), ('ReLU', 541, 0), ('linear', 541, 293222), ('ReLU', 541, 0), ('linear', 541, 293222), ('ReLU', 541, 0), ('linear', 541, 293222)]",ReLU,9501,10469706,534,1697,37.26923076923077,0.31490909090909097,0.27421428571428574,0.08225714285714289,0.1668999999999999
input:270_output:44_depth:8_arch:uniform_batch:864.out,9,"[('linear', 270, 73170), ('ReLU', 270, 0), ('linear', 270, 73170), ('ReLU', 270, 0), ('linear', 270, 73170), ('ReLU', 270, 0), ('linear', 270, 73170), ('ReLU', 270, 0), ('linear', 270, 73170), ('ReLU', 270, 0), ('linear', 270, 73170), ('ReLU', 270, 0), ('linear', 270, 73170), ('ReLU', 270, 0), ('linear', 270, 73170), ('ReLU', 270, 0), ('linear', 44, 11924)]",ReLU,4364,597284,864,1471,24.371794871794872,0.23489743589743597,0.10972857142857144,0.017557142857142854,0.05069014084507044
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input:2365_output:515_depth:4_arch:pyramid_batch:190.out,5,"[('linear', 1182, 2796612), ('ReLU', 1182, 0), ('linear', 591, 699153), ('ReLU', 591, 0), ('linear', 515, 304880), ('ReLU', 515, 0), ('linear', 515, 265740), ('ReLU', 515, 0), ('linear', 515, 265740)]",ReLU,6121,4332125,190,1555,38.17948717948718,0.33910256410256406,0.2184084507042254,0.03866197183098593,0.08700000000000002
input:758_output:41_depth:9_arch:pyramid_batch:991.out,10,"[('linear', 379, 287661), ('ReLU', 379, 0), ('linear', 189, 71820), ('ReLU', 189, 0), ('linear', 94, 17860), ('ReLU', 94, 0), ('linear', 47, 4465), ('ReLU', 47, 0), ('linear', 41, 1968), ('ReLU', 41, 0), ('linear', 41, 1722), ('ReLU', 41, 0), ('linear', 41, 1722), ('ReLU', 41, 0), ('linear', 41, 1722), ('ReLU', 41, 0), ('linear', 41, 1722), ('ReLU', 41, 0), ('linear', 41, 1722)]",ReLU,1869,392384,991,1477,17.246753246753247,0.16630769230769232,0.05246153846153845,0.006507692307692312,0.02253124999999999
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input:3758_output:154_depth:2_arch:uniform_batch:967.out,3,"[('linear', 3758, 14126322), ('ReLU', 3758, 0), ('linear', 3758, 14126322), ('ReLU', 3758, 0), ('linear', 154, 578886)]",ReLU,15186,28831530,967,2069,52.22077922077922,0.4741168831168831,0.4641428571428572,0.1773623188405797,0.3552898550724638
input:3254_output:784_depth:10_arch:pyramid_batch:181.out,11,"[('linear', 1627, 5295885), ('ReLU', 1627, 0), ('linear', 813, 1323564), ('ReLU', 813, 0), ('linear', 784, 638176), ('ReLU', 784, 0), ('linear', 784, 615440), ('ReLU', 784, 0), ('linear', 784, 615440), ('ReLU', 784, 0), ('linear', 784, 615440), ('ReLU', 784, 0), ('linear', 784, 615440), ('ReLU', 784, 0), ('linear', 784, 615440), ('ReLU', 784, 0), ('linear', 784, 615440), ('ReLU', 784, 0), ('linear', 784, 615440), ('ReLU', 784, 0), ('linear', 784, 615440)]",ReLU,18208,12181145,181,1709,51.25974025974026,0.4688076923076923,0.3851594202898549,0.10176811594202896,0.154060606060606
input:835_output:7_depth:5_arch:uniform_batch:548.out,6,"[('linear', 835, 698060), ('ReLU', 835, 0), ('linear', 835, 698060), ('ReLU', 835, 0), ('linear', 835, 698060), ('ReLU', 835, 0), ('linear', 835, 698060), ('ReLU', 835, 0), ('linear', 835, 698060), ('ReLU', 835, 0), ('linear', 7, 5852)]",ReLU,8357,3496152,548,1537,35.79220779220779,0.3359871794871796,0.23129577464788742,0.05245070422535209,0.1608115942028985
input:2525_output:374_depth:5_arch:gradual_batch:498.out,6,"[('linear', 2095, 5291970), ('ReLU', 2095, 0), ('linear', 1665, 3489840), ('ReLU', 1665, 0), ('linear', 1235, 2057510), ('ReLU', 1235, 0), ('linear', 805, 994980), ('ReLU', 805, 0), ('linear', 375, 302250), ('ReLU', 375, 0), ('linear', 374, 140624)]",ReLU,12724,12277174,498,1717,43.794871794871796,0.39674358974358964,0.36535714285714294,0.10824285714285722,0.2315072463768116
input:4094_output:894_depth:7_arch:pyramid_batch:816.out,8,"[('linear', 2047, 8382465), ('ReLU', 2047, 0), ('linear', 1023, 2095104), ('ReLU', 1023, 0), ('linear', 894, 915456), ('ReLU', 894, 0), ('linear', 894, 800130), ('ReLU', 894, 0), ('linear', 894, 800130), ('ReLU', 894, 0), ('linear', 894, 800130), ('ReLU', 894, 0), ('linear', 894, 800130), ('ReLU', 894, 0), ('linear', 894, 800130)]",ReLU,15974,15393675,816,1805,41.91025641025641,0.3636883116883116,0.33154794520547964,0.11072222222222222,0.2293472222222224
input:1375_output:35_depth:7_arch:pyramid_batch:680.out,8,"[('linear', 687, 945312), ('ReLU', 687, 0), ('linear', 343, 235984), ('ReLU', 343, 0), ('linear', 171, 58824), ('ReLU', 171, 0), ('linear', 85, 14620), ('ReLU', 85, 0), ('linear', 42, 3612), ('ReLU', 42, 0), ('linear', 35, 1505), ('ReLU', 35, 0), ('linear', 35, 1260), ('ReLU', 35, 0), ('linear', 35, 1260)]",ReLU,2831,1262377,680,1477,28.346153846153847,0.25146153846153846,0.11038461538461537,0.021107692307692317,0.06390909090909092
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input:987_output:63_depth:9_arch:uniform_batch:95.out,10,"[('linear', 987, 975156), ('ReLU', 987, 0), ('linear', 987, 975156), ('ReLU', 987, 0), ('linear', 987, 975156), ('ReLU', 987, 0), ('linear', 987, 975156), ('ReLU', 987, 0), ('linear', 987, 975156), ('ReLU', 987, 0), ('linear', 987, 975156), ('ReLU', 987, 0), ('linear', 987, 975156), ('ReLU', 987, 0), ('linear', 987, 975156), ('ReLU', 987, 0), ('linear', 987, 975156), ('ReLU', 987, 0), ('linear', 63, 62244)]",ReLU,17829,8838648,95,1637,47.63636363636363,0.45948717948717954,0.3375588235294118,0.07711764705882351,0.09101428571428571
input:1183_output:196_depth:7_arch:gradual_batch:483.out,8,"[('linear', 1042, 1233728), ('ReLU', 1042, 0), ('linear', 901, 939743), ('ReLU', 901, 0), ('linear', 760, 685520), ('ReLU', 760, 0), ('linear', 619, 471059), ('ReLU', 619, 0), ('linear', 478, 296360), ('ReLU', 478, 0), ('linear', 337, 161423), ('ReLU', 337, 0), ('linear', 196, 66248), ('ReLU', 196, 0), ('linear', 196, 38612)]",ReLU,8862,3892693,483,1541,37.282051282051285,0.34533333333333344,0.23411594202898545,0.055376811594202845,0.14512857142857138
input:864_output:214_depth:5_arch:pyramid_batch:270.out,6,"[('linear', 432, 373680), ('ReLU', 432, 0), ('linear', 216, 93528), ('ReLU', 216, 0), ('linear', 214, 46438), ('ReLU', 214, 0), ('linear', 214, 46010), ('ReLU', 214, 0), ('linear', 214, 46010), ('ReLU', 214, 0), ('linear', 214, 46010)]",ReLU,2794,651676,270,1477,32.103896103896105,0.29746753246753244,0.09132812500000002,0.008890625000000004,0.03289062500000001
input:2016_output:222_depth:5_arch:bottleneck_batch:70.out,7,"[('linear', 1008, 2033136), ('ReLU', 1008, 0), ('linear', 504, 508536), ('ReLU', 504, 0), ('linear', 252, 127260), ('ReLU', 252, 0), ('linear', 222, 56166), ('ReLU', 222, 0), ('linear', 222, 49506), ('ReLU', 222, 0), ('linear', 222, 49506), ('ReLU', 222, 0), ('linear', 222, 49506)]",ReLU,5082,2873616,70,1517,38.701298701298704,0.3634230769230772,0.12633333333333333,0.022855072463768094,0.04311764705882355
input:1206_output:203_depth:10_arch:uniform_batch:926.out,11,"[('linear', 1206, 1455642), ('ReLU', 1206, 0), ('linear', 1206, 1455642), ('ReLU', 1206, 0), ('linear', 1206, 1455642), ('ReLU', 1206, 0), ('linear', 1206, 1455642), ('ReLU', 1206, 0), ('linear', 1206, 1455642), ('ReLU', 1206, 0), ('linear', 1206, 1455642), ('ReLU', 1206, 0), ('linear', 1206, 1455642), ('ReLU', 1206, 0), ('linear', 1206, 1455642), ('ReLU', 1206, 0), ('linear', 1206, 1455642), ('ReLU', 1206, 0), ('linear', 1206, 1455642), ('ReLU', 1206, 0), ('linear', 203, 245021)]",ReLU,24323,14801441,926,1817,46.688311688311686,0.45079220779220786,0.4073750000000001,0.13963888888888887,0.3064583333333334
input:1457_output:220_depth:8_arch:bottleneck_batch:220.out,10,"[('linear', 728, 1061424), ('ReLU', 728, 0), ('linear', 364, 265356), ('ReLU', 364, 0), ('linear', 220, 80300), ('ReLU', 220, 0), ('linear', 220, 48620), ('ReLU', 220, 0), ('linear', 220, 48620), ('ReLU', 220, 0), ('linear', 220, 48620), ('ReLU', 220, 0), ('linear', 220, 48620), ('ReLU', 220, 0), ('linear', 220, 48620), ('ReLU', 220, 0), ('linear', 220, 48620), ('ReLU', 220, 0), ('linear', 220, 48620)]",ReLU,5484,1747420,220,1499,37.53846153846154,0.3518461538461538,0.12698591549295776,0.016619718309859154,0.0511857142857143
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input:1131_output:39_depth:1_arch:gradual_batch:131.out,2,"[('linear', 39, 44148), ('ReLU', 39, 0), ('linear', 39, 1560)]",ReLU,117,45708,131,1453,23.126582278481013,0.2100769230769231,0.01400000000000001,0.0020000000000000013,0.003929577464788735
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input:23_output:2_depth:4_arch:pyramid_batch:693.out,5,"[('linear', 11, 264), ('ReLU', 11, 0), ('linear', 5, 60), ('ReLU', 5, 0), ('linear', 2, 12), ('ReLU', 2, 0), ('linear', 2, 6), ('ReLU', 2, 0), ('linear', 2, 6)]",ReLU,42,348,693,1451,14.333333333333334,0.13918181818181816,0.00210144927536232,0,0.0010000000000000007
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input:3807_output:150_depth:1_arch:gradual_batch:922.out,2,"[('linear', 150, 571200), ('ReLU', 150, 0), ('linear', 150, 22650)]",ReLU,450,593850,922,1487,15.987012987012987,0.08562337662337663,0.03794029850746269,0.006582089552238811,0.025212121212121196
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input:195_output:6_depth:1_arch:gradual_batch:847.out,2,"[('linear', 6, 1176), ('ReLU', 6, 0), ('linear', 6, 42)]",ReLU,18,1218,847,1453,7.0256410256410255,0.05805128205128209,0.0028571428571428593,0,0.0010000000000000007
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input:2826_output:244_depth:4_arch:gradual_batch:988.out,5,"[('linear', 2181, 6165687), ('ReLU', 2181, 0), ('linear', 1536, 3351552), ('ReLU', 1536, 0), ('linear', 891, 1369467), ('ReLU', 891, 0), ('linear', 246, 219432), ('ReLU', 246, 0), ('linear', 244, 60268)]",ReLU,9952,11166406,988,1723,35.51282051282051,0.3088205128205128,0.2835616438356164,0.0787945205479452,0.20304109589041103
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input:3994_output:654_depth:1_arch:gradual_batch:505.out,2,"[('linear', 654, 2612730), ('ReLU', 654, 0), ('linear', 654, 428370)]",ReLU,1962,3041100,505,1533,29.818181818181817,0.2197142857142858,0.15538461538461532,0.02958461538461539,0.1172063492063492
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input:153_output:5_depth:4_arch:gradual_batch:777.out,5,"[('linear', 116, 17864), ('ReLU', 116, 0), ('linear', 79, 9243), ('ReLU', 79, 0), ('linear', 42, 3360), ('ReLU', 42, 0), ('linear', 5, 215), ('ReLU', 5, 0), ('linear', 5, 30)]",ReLU,489,30712,777,1453,11.935897435897436,0.11178205128205125,0.016196969696969703,0.0013787878787878797,0.003471428571428574
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input:3166_output:569_depth:1_arch:pyramid_batch:658.out,2,"[('linear', 1583, 5013361), ('ReLU', 1583, 0), ('linear', 569, 901296)]",ReLU,3735,5914657,658,1595,36.12820512820513,0.3085844155844155,0.27237878787878783,0.05824242424242423,0.20061538461538464
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input:1038_output:190_depth:3_arch:uniform_batch:433.out,4,"[('linear', 1038, 1078482), ('ReLU', 1038, 0), ('linear', 1038, 1078482), ('ReLU', 1038, 0), ('linear', 1038, 1078482), ('ReLU', 1038, 0), ('linear', 190, 197410)]",ReLU,6418,3432856,433,1539,36.8974358974359,0.3458701298701299,0.24175362318840576,0.0691304347826087,0.16533333333333325
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input:667_output:39_depth:1_arch:uniform_batch:339.out,2,"[('linear', 667, 445556), ('ReLU', 667, 0), ('linear', 39, 26052)]",ReLU,1373,471608,339,1475,20.397435897435898,0.18205128205128215,0.05352238805970154,0.008835820895522392,0.026161764705882336
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input:436_output:87_depth:2_arch:uniform_batch:261.out,3,"[('linear', 436, 190532), ('ReLU', 436, 0), ('linear', 436, 190532), ('ReLU', 436, 0), ('linear', 87, 38019)]",ReLU,1831,419083,261,1461,25.05263157894737,0.23549350649350645,0.06763636363636362,0.009833333333333338,0.0269848484848485
input:3996_output:722_depth:3_arch:gradual_batch:173.out,4,"[('linear', 2905, 11611285), ('ReLU', 2905, 0), ('linear', 1814, 5271484), ('ReLU', 1814, 0), ('linear', 723, 1312245), ('ReLU', 723, 0), ('linear', 722, 522728)]",ReLU,11606,18717742,173,1853,58.1025641025641,0.5430129870129872,0.471904109589041,0.19519444444444445,0.20946575342465745
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input:802_output:89_depth:1_arch:pyramid_batch:801.out,2,"[('linear', 401, 322003), ('ReLU', 401, 0), ('linear', 89, 35778)]",ReLU,891,357781,801,1473,13.666666666666666,0.11014285714285714,0.03923076923076922,0.006015384615384619,0.024803030303030292
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input:1627_output:168_depth:8_arch:uniform_batch:88.out,9,"[('linear', 1627, 2648756), ('ReLU', 1627, 0), ('linear', 1627, 2648756), ('ReLU', 1627, 0), ('linear', 1627, 2648756), ('ReLU', 1627, 0), ('linear', 1627, 2648756), ('ReLU', 1627, 0), ('linear', 1627, 2648756), ('ReLU', 1627, 0), ('linear', 1627, 2648756), ('ReLU', 1627, 0), ('linear', 1627, 2648756), ('ReLU', 1627, 0), ('linear', 1627, 2648756), ('ReLU', 1627, 0), ('linear', 168, 273504)]",ReLU,26200,21463552,88,1937,73.46753246753246,0.7198441558441558,0.5365285714285712,0.2343428571428571,0.16930985915492958
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input:2383_output:340_depth:6_arch:gradual_batch:663.out,7,"[('linear', 2043, 4870512), ('ReLU', 2043, 0), ('linear', 1703, 3480932), ('ReLU', 1703, 0), ('linear', 1363, 2322552), ('ReLU', 1363, 0), ('linear', 1023, 1395372), ('ReLU', 1023, 0), ('linear', 683, 699392), ('ReLU', 683, 0), ('linear', 343, 234612), ('ReLU', 343, 0), ('linear', 340, 116960)]",ReLU,14656,13120332,663,1747,45.15584415584416,0.40616666666666656,0.3699166666666669,0.1085000000000001,0.2503472222222222
input:1994_output:459_depth:7_arch:pyramid_batch:579.out,8,"[('linear', 997, 1989015), ('ReLU', 997, 0), ('linear', 498, 497004), ('ReLU', 498, 0), ('linear', 459, 229041), ('ReLU', 459, 0), ('linear', 459, 211140), ('ReLU', 459, 0), ('linear', 459, 211140), ('ReLU', 459, 0), ('linear', 459, 211140), ('ReLU', 459, 0), ('linear', 459, 211140), ('ReLU', 459, 0), ('linear', 459, 211140)]",ReLU,8039,3770760,579,1559,36.6025641025641,0.3253717948717948,0.2303239436619719,0.043577464788732354,0.1409154929577465
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input:3226_output:695_depth:2_arch:bottleneck_batch:386.out,4,"[('linear', 1613, 5205151), ('ReLU', 1613, 0), ('linear', 806, 1300884), ('ReLU', 806, 0), ('linear', 695, 560865), ('ReLU', 695, 0), ('linear', 695, 483720)]",ReLU,6923,7550620,386,1615,37.756410256410255,0.3212435897435897,0.27201408450704234,0.06561971830985913,0.1534788732394366
input:592_output:7_depth:9_arch:uniform_batch:492.out,10,"[('linear', 592, 351056), ('ReLU', 592, 0), ('linear', 592, 351056), ('ReLU', 592, 0), ('linear', 592, 351056), ('ReLU', 592, 0), ('linear', 592, 351056), ('ReLU', 592, 0), ('linear', 592, 351056), ('ReLU', 592, 0), ('linear', 592, 351056), ('ReLU', 592, 0), ('linear', 592, 351056), ('ReLU', 592, 0), ('linear', 592, 351056), ('ReLU', 592, 0), ('linear', 592, 351056), ('ReLU', 592, 0), ('linear', 7, 4151)]",ReLU,10663,3163655,492,1535,36.51282051282051,0.35256410256410275,0.22513432835820898,0.03982089552238804,0.13368656716417915
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input:143_output:32_depth:2_arch:gradual_batch:336.out,3,"[('linear', 88, 12672), ('ReLU', 88, 0), ('linear', 33, 2937), ('ReLU', 33, 0), ('linear', 32, 1088)]",ReLU,274,16697,336,1451,13.846153846153847,0.12043589743589735,0.010000000000000005,0.0010000000000000007,0.0018805970149253744
input:2491_output:89_depth:3_arch:bottleneck_batch:623.out,5,"[('linear', 1245, 3102540), ('ReLU', 1245, 0), ('linear', 622, 775012), ('ReLU', 622, 0), ('linear', 311, 193753), ('ReLU', 311, 0), ('linear', 155, 48360), ('ReLU', 155, 0), ('linear', 89, 13884)]",ReLU,4755,4133549,623,1549,35.64102564102564,0.30071794871794877,0.2270294117647059,0.04589705882352938,0.16668181818181824
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input:2437_output:285_depth:8_arch:gradual_batch:920.out,9,"[('linear', 2168, 5285584), ('ReLU', 2168, 0), ('linear', 1899, 4118931), ('ReLU', 1899, 0), ('linear', 1630, 3097000), ('ReLU', 1630, 0), ('linear', 1361, 2219791), ('ReLU', 1361, 0), ('linear', 1092, 1487304), ('ReLU', 1092, 0), ('linear', 823, 899539), ('ReLU', 823, 0), ('linear', 554, 456496), ('ReLU', 554, 0), ('linear', 285, 158175), ('ReLU', 285, 0), ('linear', 285, 81510)]",ReLU,19909,17804330,920,1845,47.11392405063291,0.4433333333333334,0.40111428571428553,0.1361571428571429,0.29732352941176465
input:4082_output:824_depth:2_arch:pyramid_batch:573.out,3,"[('linear', 2041, 8333403), ('ReLU', 2041, 0), ('linear', 1020, 2082840), ('ReLU', 1020, 0), ('linear', 824, 841304)]",ReLU,6946,11257547,573,1693,37.44303797468354,0.3136363636363635,0.2910270270270269,0.08244594594594594,0.1915945945945946
input:3793_output:924_depth:9_arch:bottleneck_batch:888.out,11,"[('linear', 1896, 7193424), ('ReLU', 1896, 0), ('linear', 948, 1798356), ('ReLU', 948, 0), ('linear', 924, 876876), ('ReLU', 924, 0), ('linear', 924, 854700), ('ReLU', 924, 0), ('linear', 924, 854700), ('ReLU', 924, 0), ('linear', 924, 854700), ('ReLU', 924, 0), ('linear', 924, 854700), ('ReLU', 924, 0), ('linear', 924, 854700), ('ReLU', 924, 0), ('linear', 924, 854700), ('ReLU', 924, 0), ('linear', 924, 854700), ('ReLU', 924, 0), ('linear', 924, 854700)]",ReLU,21396,16706256,888,1825,42.70886075949367,0.38722077922077897,0.3632777777777777,0.10431944444444445,0.24887500000000007
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input:4028_output:86_depth:1_arch:uniform_batch:268.out,2,"[('linear', 4028, 16228812), ('ReLU', 4028, 0), ('linear', 86, 346494)]",ReLU,8142,16575306,268,1781,47.467532467532465,0.43110526315789494,0.39414925373134324,0.13704477611940302,0.1947164179104477
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input:2929_output:582_depth:9_arch:uniform_batch:222.out,10,"[('linear', 2929, 8581970), ('ReLU', 2929, 0), ('linear', 2929, 8581970), ('ReLU', 2929, 0), ('linear', 2929, 8581970), ('ReLU', 2929, 0), ('linear', 2929, 8581970), ('ReLU', 2929, 0), ('linear', 2929, 8581970), ('ReLU', 2929, 0), ('linear', 2929, 8581970), ('ReLU', 2929, 0), ('linear', 2929, 8581970), ('ReLU', 2929, 0), ('linear', 2929, 8581970), ('ReLU', 2929, 0), ('linear', 2929, 8581970), ('ReLU', 2929, 0), ('linear', 582, 1705260)]",ReLU,53304,78942990,222,3057,81.15189873417721,0.800141025641026,0.7694931506849321,0.3281506849315066,0.40377941176470583
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input:2068_output:202_depth:4_arch:uniform_batch:679.out,5,"[('linear', 2068, 4278692), ('ReLU', 2068, 0), ('linear', 2068, 4278692), ('ReLU', 2068, 0), ('linear', 2068, 4278692), ('ReLU', 2068, 0), ('linear', 2068, 4278692), ('ReLU', 2068, 0), ('linear', 202, 417938)]",ReLU,16746,17532706,679,1835,50.57692307692308,0.47610389610389636,0.4465571428571427,0.14948571428571417,0.32708333333333317
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input:2874_output:664_depth:8_arch:gradual_batch:518.out,9,"[('linear', 2598, 7469250), ('ReLU', 2598, 0), ('linear', 2322, 6034878), ('ReLU', 2322, 0), ('linear', 2046, 4752858), ('ReLU', 2046, 0), ('linear', 1770, 3623190), ('ReLU', 1770, 0), ('linear', 1494, 2645874), ('ReLU', 1494, 0), ('linear', 1218, 1820910), ('ReLU', 1218, 0), ('linear', 942, 1148298), ('ReLU', 942, 0), ('linear', 666, 628038), ('ReLU', 666, 0), ('linear', 664, 442888)]",ReLU,26776,28566184,518,2065,60.56410256410256,0.5748205128205128,0.5337746478873241,0.20245714285714292,0.3614571428571428
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input:743_output:67_depth:1_arch:gradual_batch:642.out,2,"[('linear', 67, 49848), ('ReLU', 67, 0), ('linear', 67, 4556)]",ReLU,201,54404,642,1453,11.126582278481013,0.08661538461538464,0.015761194029850753,0.002522388059701494,0.00544615384615385
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input:2610_output:246_depth:1_arch:pyramid_batch:358.out,2,"[('linear', 1305, 3407355), ('ReLU', 1305, 0), ('linear', 246, 321276)]",ReLU,2856,3728631,358,1543,35.6025641025641,0.30325974025974023,0.21866153846153852,0.047138461538461504,0.14281538461538465
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input:2761_output:49_depth:8_arch:uniform_batch:61.out,9,"[('linear', 2761, 7625882), ('ReLU', 2761, 0), ('linear', 2761, 7625882), ('ReLU', 2761, 0), ('linear', 2761, 7625882), ('ReLU', 2761, 0), ('linear', 2761, 7625882), ('ReLU', 2761, 0), ('linear', 2761, 7625882), ('ReLU', 2761, 0), ('linear', 2761, 7625882), ('ReLU', 2761, 0), ('linear', 2761, 7625882), ('ReLU', 2761, 0), ('linear', 2761, 7625882), ('ReLU', 2761, 0), ('linear', 49, 135338)]",ReLU,44225,61142394,61,2659,85.88311688311688,0.8400129870129864,0.761074626865672,0.3739545454545455,0.20838805970149268
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input:2329_output:473_depth:5_arch:gradual_batch:92.out,6,"[('linear', 1958, 4562140), ('ReLU', 1958, 0), ('linear', 1587, 3108933), ('ReLU', 1587, 0), ('linear', 1216, 1931008), ('ReLU', 1216, 0), ('linear', 845, 1028365), ('ReLU', 845, 0), ('linear', 474, 401004), ('ReLU', 474, 0), ('linear', 473, 224675)]",ReLU,12633,11256125,92,1685,53.36363636363637,0.5070129870129871,0.4012835820895521,0.12238805970149264,0.1202388059701493
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input:929_output:55_depth:4_arch:uniform_batch:584.out,5,"[('linear', 929, 863970), ('ReLU', 929, 0), ('linear', 929, 863970), ('ReLU', 929, 0), ('linear', 929, 863970), ('ReLU', 929, 0), ('linear', 929, 863970), ('ReLU', 929, 0), ('linear', 55, 51150)]",ReLU,7487,3507030,584,1533,36.1025641025641,0.3401282051282051,0.2573582089552239,0.05968656716417913,0.17179411764705876
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input:2357_output:278_depth:4_arch:gradual_batch:23.out,5,"[('linear', 1838, 4334004), ('ReLU', 1838, 0), ('linear', 1319, 2425641), ('ReLU', 1319, 0), ('linear', 800, 1056000), ('ReLU', 800, 0), ('linear', 281, 225081), ('ReLU', 281, 0), ('linear', 278, 78396)]",ReLU,8754,8119122,23,1627,43.90909090909091,0.4246753246753247,0.301830985915493,0.08008450704225357,0.0439714285714286
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input:2199_output:295_depth:9_arch:uniform_batch:174.out,10,"[('linear', 2199, 4837800), ('ReLU', 2199, 0), ('linear', 2199, 4837800), ('ReLU', 2199, 0), ('linear', 2199, 4837800), ('ReLU', 2199, 0), ('linear', 2199, 4837800), ('ReLU', 2199, 0), ('linear', 2199, 4837800), ('ReLU', 2199, 0), ('linear', 2199, 4837800), ('ReLU', 2199, 0), ('linear', 2199, 4837800), ('ReLU', 2199, 0), ('linear', 2199, 4837800), ('ReLU', 2199, 0), ('linear', 2199, 4837800), ('ReLU', 2199, 0), ('linear', 295, 649000)]",ReLU,39877,44189200,174,2383,76.34615384615384,0.7548181818181814,0.6804202898550725,0.25963235294117654,0.3455588235294118
input:313_output:22_depth:9_arch:pyramid_batch:582.out,10,"[('linear', 156, 48984), ('ReLU', 156, 0), ('linear', 78, 12246), ('ReLU', 78, 0), ('linear', 39, 3081), ('ReLU', 39, 0), ('linear', 22, 880), ('ReLU', 22, 0), ('linear', 22, 506), ('ReLU', 22, 0), ('linear', 22, 506), ('ReLU', 22, 0), ('linear', 22, 506), ('ReLU', 22, 0), ('linear', 22, 506), ('ReLU', 22, 0), ('linear', 22, 506), ('ReLU', 22, 0), ('linear', 22, 506)]",ReLU,832,68227,582,1453,20.545454545454547,0.19611688311688316,0.021923076923076917,0.0020000000000000013,0.004651515151515155
input:647_output:103_depth:10_arch:pyramid_batch:436.out,11,"[('linear', 323, 209304), ('ReLU', 323, 0), ('linear', 161, 52164), ('ReLU', 161, 0), ('linear', 103, 16686), ('ReLU', 103, 0), ('linear', 103, 10712), ('ReLU', 103, 0), ('linear', 103, 10712), ('ReLU', 103, 0), ('linear', 103, 10712), ('ReLU', 103, 0), ('linear', 103, 10712), ('ReLU', 103, 0), ('linear', 103, 10712), ('ReLU', 103, 0), ('linear', 103, 10712), ('ReLU', 103, 0), ('linear', 103, 10712), ('ReLU', 103, 0), ('linear', 103, 10712)]",ReLU,2719,363850,436,1459,27.743589743589745,0.2604805194805196,0.07728358208955227,0.007641791044776125,0.02287878787878788
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input:2859_output:668_depth:9_arch:bottleneck_batch:706.out,11,"[('linear', 1429, 4086940), ('ReLU', 1429, 0), ('linear', 714, 1021020), ('ReLU', 714, 0), ('linear', 668, 477620), ('ReLU', 668, 0), ('linear', 668, 446892), ('ReLU', 668, 0), ('linear', 668, 446892), ('ReLU', 668, 0), ('linear', 668, 446892), ('ReLU', 668, 0), ('linear', 668, 446892), ('ReLU', 668, 0), ('linear', 668, 446892), ('ReLU', 668, 0), ('linear', 668, 446892), ('ReLU', 668, 0), ('linear', 668, 446892), ('ReLU', 668, 0), ('linear', 668, 446892)]",ReLU,15642,9160716,706,1659,37.753246753246756,0.3240641025641025,0.2578028169014085,0.06346478873239436,0.17824242424242423
input:1790_output:55_depth:6_arch:uniform_batch:486.out,7,"[('linear', 1790, 3205890), ('ReLU', 1790, 0), ('linear', 1790, 3205890), ('ReLU', 1790, 0), ('linear', 1790, 3205890), ('ReLU', 1790, 0), ('linear', 1790, 3205890), ('ReLU', 1790, 0), ('linear', 1790, 3205890), ('ReLU', 1790, 0), ('linear', 1790, 3205890), ('ReLU', 1790, 0), ('linear', 55, 98505)]",ReLU,21535,19333845,486,1899,55.51948051948052,0.5347792207792209,0.4967101449275363,0.18142028985507241,0.31907142857142834
input:3920_output:49_depth:6_arch:bottleneck_batch:276.out,8,"[('linear', 1960, 7685160), ('ReLU', 1960, 0), ('linear', 980, 1921780), ('ReLU', 980, 0), ('linear', 490, 480690), ('ReLU', 490, 0), ('linear', 245, 120295), ('ReLU', 245, 0), ('linear', 122, 30012), ('ReLU', 122, 0), ('linear', 61, 7503), ('ReLU', 61, 0), ('linear', 49, 3038), ('ReLU', 49, 0), ('linear', 49, 2450)]",ReLU,7863,10250928,276,1669,41.717948717948715,0.36602564102564106,0.29604054054054046,0.07939189189189196,0.1433698630136986
input:2582_output:632_depth:1_arch:pyramid_batch:398.out,2,"[('linear', 1291, 3334653), ('ReLU', 1291, 0), ('linear', 632, 816544)]",ReLU,3214,4151197,398,1545,36.14102564102564,0.31649350649350655,0.24938805970149253,0.05864179104477612,0.16195384615384614
input:2895_output:410_depth:4_arch:gradual_batch:987.out,5,"[('linear', 2274, 6585504), ('ReLU', 2274, 0), ('linear', 1653, 3760575), ('ReLU', 1653, 0), ('linear', 1032, 1706928), ('ReLU', 1032, 0), ('linear', 411, 424563), ('ReLU', 411, 0), ('linear', 410, 168920)]",ReLU,11150,12646490,987,1765,39.32051282051282,0.3309350649350649,0.3046197183098593,0.09687142857142861,0.2235915492957747
input:2487_output:442_depth:5_arch:uniform_batch:347.out,6,"[('linear', 2487, 6187656), ('ReLU', 2487, 0), ('linear', 2487, 6187656), ('ReLU', 2487, 0), ('linear', 2487, 6187656), ('ReLU', 2487, 0), ('linear', 2487, 6187656), ('ReLU', 2487, 0), ('linear', 2487, 6187656), ('ReLU', 2487, 0), ('linear', 442, 1099696)]",ReLU,25312,32037976,347,2093,67.21794871794872,0.6344230769230766,0.5973055555555553,0.22772222222222224,0.36343661971830976
input:3649_output:312_depth:6_arch:bottleneck_batch:5.out,8,"[('linear', 1824, 6657600), ('ReLU', 1824, 0), ('linear', 912, 1664400), ('ReLU', 912, 0), ('linear', 456, 416328), ('ReLU', 456, 0), ('linear', 312, 142584), ('ReLU', 312, 0), ('linear', 312, 97656), ('ReLU', 312, 0), ('linear', 312, 97656), ('ReLU', 312, 0), ('linear', 312, 97656), ('ReLU', 312, 0), ('linear', 312, 97656)]",ReLU,9192,9271536,5,1631,42.53846153846154,0.4188051948051948,0.2747042253521126,0.07878873239436618,0.031901408450704244
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input:696_output:81_depth:10_arch:uniform_batch:664.out,11,"[('linear', 696, 485112), ('ReLU', 696, 0), ('linear', 696, 485112), ('ReLU', 696, 0), ('linear', 696, 485112), ('ReLU', 696, 0), ('linear', 696, 485112), ('ReLU', 696, 0), ('linear', 696, 485112), ('ReLU', 696, 0), ('linear', 696, 485112), ('ReLU', 696, 0), ('linear', 696, 485112), ('ReLU', 696, 0), ('linear', 696, 485112), ('ReLU', 696, 0), ('linear', 696, 485112), ('ReLU', 696, 0), ('linear', 696, 485112), ('ReLU', 696, 0), ('linear', 81, 56457)]",ReLU,14001,4907577,664,1577,36.27272727272727,0.33916666666666645,0.24107142857142858,0.05305714285714284,0.14782191780821916
input:3564_output:779_depth:6_arch:pyramid_batch:701.out,7,"[('linear', 1782, 6352830), ('ReLU', 1782, 0), ('linear', 891, 1588653), ('ReLU', 891, 0), ('linear', 779, 694868), ('ReLU', 779, 0), ('linear', 779, 607620), ('ReLU', 779, 0), ('linear', 779, 607620), ('ReLU', 779, 0), ('linear', 779, 607620), ('ReLU', 779, 0), ('linear', 779, 607620)]",ReLU,12357,11066831,701,1701,36.24050632911393,0.31628571428571434,0.2629166666666667,0.07239436619718312,0.1931549295774648
input:1221_output:216_depth:5_arch:pyramid_batch:396.out,6,"[('linear', 610, 745420), ('ReLU', 610, 0), ('linear', 305, 186355), ('ReLU', 305, 0), ('linear', 216, 66096), ('ReLU', 216, 0), ('linear', 216, 46872), ('ReLU', 216, 0), ('linear', 216, 46872), ('ReLU', 216, 0), ('linear', 216, 46872)]",ReLU,3342,1138487,396,1483,32.48051948051948,0.29384415584415585,0.12600000000000003,0.01829850746268656,0.06005633802816903
input:196_output:29_depth:5_arch:uniform_batch:909.out,6,"[('linear', 196, 38612), ('ReLU', 196, 0), ('linear', 196, 38612), ('ReLU', 196, 0), ('linear', 196, 38612), ('ReLU', 196, 0), ('linear', 196, 38612), ('ReLU', 196, 0), ('linear', 196, 38612), ('ReLU', 196, 0), ('linear', 29, 5713)]",ReLU,1989,198773,909,1461,15.602564102564102,0.14585897435897438,0.05538235294117647,0.00769117647058824,0.02042028985507247
input:2076_output:365_depth:3_arch:bottleneck_batch:237.out,5,"[('linear', 1038, 2155926), ('ReLU', 1038, 0), ('linear', 519, 539241), ('ReLU', 519, 0), ('linear', 365, 189800), ('ReLU', 365, 0), ('linear', 365, 133590), ('ReLU', 365, 0), ('linear', 365, 133590)]",ReLU,4939,3152147,237,1523,37.51282051282051,0.3387692307692308,0.18679411764705897,0.031323529411764715,0.09263768115942027
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input:2507_output:625_depth:6_arch:pyramid_batch:773.out,7,"[('linear', 1253, 3142524), ('ReLU', 1253, 0), ('linear', 626, 785004), ('ReLU', 626, 0), ('linear', 625, 391875), ('ReLU', 625, 0), ('linear', 625, 391250), ('ReLU', 625, 0), ('linear', 625, 391250), ('ReLU', 625, 0), ('linear', 625, 391250), ('ReLU', 625, 0), ('linear', 625, 391250)]",ReLU,9383,5884403,773,1603,35.84415584415584,0.31387179487179484,0.2517941176470589,0.05557352941176473,0.17656716417910456
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input:383_output:49_depth:3_arch:uniform_batch:203.out,4,"[('linear', 383, 147072), ('ReLU', 383, 0), ('linear', 383, 147072), ('ReLU', 383, 0), ('linear', 383, 147072), ('ReLU', 383, 0), ('linear', 49, 18816)]",ReLU,2347,460032,203,1459,32.311688311688314,0.3107142857142857,0.07325000000000001,0.006897058823529417,0.024238805970149234
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input:1454_output:222_depth:7_arch:uniform_batch:901.out,8,"[('linear', 1454, 2115570), ('ReLU', 1454, 0), ('linear', 1454, 2115570), ('ReLU', 1454, 0), ('linear', 1454, 2115570), ('ReLU', 1454, 0), ('linear', 1454, 2115570), ('ReLU', 1454, 0), ('linear', 1454, 2115570), ('ReLU', 1454, 0), ('linear', 1454, 2115570), ('ReLU', 1454, 0), ('linear', 1454, 2115570), ('ReLU', 1454, 0), ('linear', 222, 323010)]",ReLU,20578,15132000,901,1835,46.65384615384615,0.43829487179487187,0.42586956521739133,0.13842028985507243,0.31176056338028174
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input:1369_output:131_depth:8_arch:uniform_batch:521.out,9,"[('linear', 1369, 1875530), ('ReLU', 1369, 0), ('linear', 1369, 1875530), ('ReLU', 1369, 0), ('linear', 1369, 1875530), ('ReLU', 1369, 0), ('linear', 1369, 1875530), ('ReLU', 1369, 0), ('linear', 1369, 1875530), ('ReLU', 1369, 0), ('linear', 1369, 1875530), ('ReLU', 1369, 0), ('linear', 1369, 1875530), ('ReLU', 1369, 0), ('linear', 1369, 1875530), ('ReLU', 1369, 0), ('linear', 131, 179470)]",ReLU,22035,15183710,521,1855,51.72727272727273,0.4893461538461538,0.4561911764705884,0.17166176470588235,0.29177941176470584
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input:3938_output:543_depth:1_arch:gradual_batch:273.out,2,"[('linear', 543, 2138877), ('ReLU', 543, 0), ('linear', 543, 295392)]",ReLU,1629,2434269,273,1513,32.721518987341774,0.2600129870129869,0.14603030303030295,0.02727272727272728,0.08846969696969696
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input:2385_output:216_depth:8_arch:bottleneck_batch:357.out,10,"[('linear', 1192, 2844112), ('ReLU', 1192, 0), ('linear', 596, 711028), ('ReLU', 596, 0), ('linear', 298, 177906), ('ReLU', 298, 0), ('linear', 216, 64584), ('ReLU', 216, 0), ('linear', 216, 46872), ('ReLU', 216, 0), ('linear', 216, 46872), ('ReLU', 216, 0), ('linear', 216, 46872), ('ReLU', 216, 0), ('linear', 216, 46872), ('ReLU', 216, 0), ('linear', 216, 46872), ('ReLU', 216, 0), ('linear', 216, 46872)]",ReLU,6980,4078862,357,1543,36.58974358974359,0.3322727272727273,0.20022388059701493,0.04734328358208952,0.11331343283582092
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input:1045_output:88_depth:9_arch:bottleneck_batch:399.out,11,"[('linear', 522, 546012), ('ReLU', 522, 0), ('linear', 261, 136503), ('ReLU', 261, 0), ('linear', 130, 34060), ('ReLU', 130, 0), ('linear', 88, 11528), ('ReLU', 88, 0), ('linear', 88, 7832), ('ReLU', 88, 0), ('linear', 88, 7832), ('ReLU', 88, 0), ('linear', 88, 7832), ('ReLU', 88, 0), ('linear', 88, 7832), ('ReLU', 88, 0), ('linear', 88, 7832), ('ReLU', 88, 0), ('linear', 88, 7832), ('ReLU', 88, 0), ('linear', 88, 7832)]",ReLU,3146,782927,399,1479,31.987179487179485,0.2965641025641025,0.0896,0.01154285714285715,0.037152777777777764
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input:239_output:50_depth:1_arch:uniform_batch:764.out,2,"[('linear', 239, 57360), ('ReLU', 239, 0), ('linear', 50, 12000)]",ReLU,528,69360,764,1455,9.597402597402597,0.08512987012987015,0.016815384615384617,0.0020000000000000013,0.005363636363636366
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input:1443_output:170_depth:1_arch:gradual_batch:839.out,2,"[('linear', 170, 245480), ('ReLU', 170, 0), ('linear', 170, 29070)]",ReLU,510,274550,839,1477,13.189873417721518,0.08947435897435896,0.029865671641791044,0.0045970149253731375,0.01746268656716418
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input:2665_output:584_depth:7_arch:uniform_batch:986.out,8,"[('linear', 2665, 7104890), ('ReLU', 2665, 0), ('linear', 2665, 7104890), ('ReLU', 2665, 0), ('linear', 2665, 7104890), ('ReLU', 2665, 0), ('linear', 2665, 7104890), ('ReLU', 2665, 0), ('linear', 2665, 7104890), ('ReLU', 2665, 0), ('linear', 2665, 7104890), ('ReLU', 2665, 0), ('linear', 2665, 7104890), ('ReLU', 2665, 0), ('linear', 584, 1556944)]",ReLU,37894,51291174,986,2571,69.15384615384616,0.6727236842105258,0.630232876712329,0.2672361111111112,0.49895774647887314
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input:164_output:37_depth:10_arch:uniform_batch:464.out,11,"[('linear', 164, 27060), ('ReLU', 164, 0), ('linear', 164, 27060), ('ReLU', 164, 0), ('linear', 164, 27060), ('ReLU', 164, 0), ('linear', 164, 27060), ('ReLU', 164, 0), ('linear', 164, 27060), ('ReLU', 164, 0), ('linear', 164, 27060), ('ReLU', 164, 0), ('linear', 164, 27060), ('ReLU', 164, 0), ('linear', 164, 27060), ('ReLU', 164, 0), ('linear', 164, 27060), ('ReLU', 164, 0), ('linear', 164, 27060), ('ReLU', 164, 0), ('linear', 37, 6105)]",ReLU,3317,276705,464,1459,27.2987012987013,0.2618076923076924,0.09681159420289855,0.00859420289855073,0.02476470588235292
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input:338_output:5_depth:3_arch:uniform_batch:755.out,4,"[('linear', 338, 114582), ('ReLU', 338, 0), ('linear', 338, 114582), ('ReLU', 338, 0), ('linear', 338, 114582), ('ReLU', 338, 0), ('linear', 5, 1695)]",ReLU,2033,345441,755,1461,16.649350649350648,0.14706493506493512,0.05387878787878789,0.008378787878787885,0.028388059701492545
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input:1903_output:5_depth:10_arch:bottleneck_batch:711.out,12,"[('linear', 951, 1810704), ('ReLU', 951, 0), ('linear', 475, 452200), ('ReLU', 475, 0), ('linear', 237, 112812), ('ReLU', 237, 0), ('linear', 118, 28084), ('ReLU', 118, 0), ('linear', 59, 7021), ('ReLU', 59, 0), ('linear', 29, 1740), ('ReLU', 29, 0), ('linear', 14, 420), ('ReLU', 14, 0), ('linear', 7, 105), ('ReLU', 7, 0), ('linear', 5, 40), ('ReLU', 5, 0), ('linear', 5, 30), ('ReLU', 5, 0), ('linear', 5, 30), ('ReLU', 5, 0), ('linear', 5, 30)]",ReLU,3815,2413216,711,1517,35.69230769230769,0.306397435897436,0.15033823529411763,0.030058823529411773,0.10017910447761198
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input:1777_output:60_depth:9_arch:gradual_batch:451.out,10,"[('linear', 1587, 2821686), ('ReLU', 1587, 0), ('linear', 1397, 2218436), ('ReLU', 1397, 0), ('linear', 1207, 1687386), ('ReLU', 1207, 0), ('linear', 1017, 1228536), ('ReLU', 1017, 0), ('linear', 827, 841886), ('ReLU', 827, 0), ('linear', 637, 527436), ('ReLU', 637, 0), ('linear', 447, 285186), ('ReLU', 447, 0), ('linear', 257, 115136), ('ReLU', 257, 0), ('linear', 67, 17286), ('ReLU', 67, 0), ('linear', 60, 4080)]",ReLU,14946,9747054,451,1663,43.41025641025641,0.4058974358974359,0.33928985507246384,0.09718840579710149,0.2013478260869565
input:2589_output:299_depth:7_arch:uniform_batch:149.out,8,"[('linear', 2589, 6705510), ('ReLU', 2589, 0), ('linear', 2589, 6705510), ('ReLU', 2589, 0), ('linear', 2589, 6705510), ('ReLU', 2589, 0), ('linear', 2589, 6705510), ('ReLU', 2589, 0), ('linear', 2589, 6705510), ('ReLU', 2589, 0), ('linear', 2589, 6705510), ('ReLU', 2589, 0), ('linear', 2589, 6705510), ('ReLU', 2589, 0), ('linear', 299, 774410)]",ReLU,36545,47712980,149,2415,77.34177215189874,0.7718311688311686,0.7242058823529408,0.28741176470588253,0.32770000000000005
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input:1971_output:302_depth:1_arch:uniform_batch:193.out,2,"[('linear', 1971, 3886812), ('ReLU', 1971, 0), ('linear', 302, 595544)]",ReLU,4244,4482356,193,1553,37.66233766233766,0.3405974025974025,0.23385294117647074,0.04935294117647063,0.12223529411764705
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input:1775_output:153_depth:1_arch:uniform_batch:328.out,2,"[('linear', 1775, 3152400), ('ReLU', 1775, 0), ('linear', 153, 271728)]",ReLU,3703,3424128,328,1541,35.5,0.3139871794871794,0.22089393939393948,0.04512121212121208,0.14026865671641786
input:125_output:6_depth:9_arch:uniform_batch:526.out,10,"[('linear', 125, 15750), ('ReLU', 125, 0), ('linear', 125, 15750), ('ReLU', 125, 0), ('linear', 125, 15750), ('ReLU', 125, 0), ('linear', 125, 15750), ('ReLU', 125, 0), ('linear', 125, 15750), ('ReLU', 125, 0), ('linear', 125, 15750), ('ReLU', 125, 0), ('linear', 125, 15750), ('ReLU', 125, 0), ('linear', 125, 15750), ('ReLU', 125, 0), ('linear', 125, 15750), ('ReLU', 125, 0), ('linear', 6, 756)]",ReLU,2256,142506,526,1457,20.103896103896105,0.19016666666666662,0.05075000000000001,0.004647058823529414,0.010969230769230776
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input:1920_output:368_depth:3_arch:bottleneck_batch:980.out,5,"[('linear', 960, 1844160), ('ReLU', 960, 0), ('linear', 480, 461280), ('ReLU', 480, 0), ('linear', 368, 177008), ('ReLU', 368, 0), ('linear', 368, 135792), ('ReLU', 368, 0), ('linear', 368, 135792)]",ReLU,4720,2754032,980,1521,29.21794871794872,0.2523333333333334,0.17101470588235296,0.0369264705882353,0.12323880597014927
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input:2343_output:32_depth:6_arch:bottleneck_batch:670.out,8,"[('linear', 1171, 2744824), ('ReLU', 1171, 0), ('linear', 585, 685620), ('ReLU', 585, 0), ('linear', 292, 171112), ('ReLU', 292, 0), ('linear', 146, 42778), ('ReLU', 146, 0), ('linear', 73, 10731), ('ReLU', 73, 0), ('linear', 36, 2664), ('ReLU', 36, 0), ('linear', 32, 1184), ('ReLU', 32, 0), ('linear', 32, 1056)]",ReLU,4702,3659969,670,1537,36.32911392405063,0.31805128205128186,0.20986363636363636,0.04401515151515149,0.14950746268656714
input:3678_output:512_depth:10_arch:gradual_batch:212.out,11,"[('linear', 3362, 12368798), ('ReLU', 3362, 0), ('linear', 3046, 10243698), ('ReLU', 3046, 0), ('linear', 2730, 8318310), ('ReLU', 2730, 0), ('linear', 2414, 6592634), ('ReLU', 2414, 0), ('linear', 2098, 5066670), ('ReLU', 2098, 0), ('linear', 1782, 3740418), ('ReLU', 1782, 0), ('linear', 1466, 2613878), ('ReLU', 1466, 0), ('linear', 1150, 1687050), ('ReLU', 1150, 0), ('linear', 834, 959934), ('ReLU', 834, 0), ('linear', 518, 432530), ('ReLU', 518, 0), ('linear', 512, 265728)]",ReLU,39312,52289648,212,2509,77.12987012987013,0.7474805194805196,0.6941449275362322,0.28384057971014487,0.3433636363636365
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input:2423_output:91_depth:8_arch:uniform_batch:391.out,9,"[('linear', 2423, 5873352), ('ReLU', 2423, 0), ('linear', 2423, 5873352), ('ReLU', 2423, 0), ('linear', 2423, 5873352), ('ReLU', 2423, 0), ('linear', 2423, 5873352), ('ReLU', 2423, 0), ('linear', 2423, 5873352), ('ReLU', 2423, 0), ('linear', 2423, 5873352), ('ReLU', 2423, 0), ('linear', 2423, 5873352), ('ReLU', 2423, 0), ('linear', 2423, 5873352), ('ReLU', 2423, 0), ('linear', 91, 220584)]",ReLU,38859,47207400,391,2455,72.92405063291139,0.71974358974359,0.6771641791044777,0.25205970149253726,0.4070857142857145
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input:2700_output:532_depth:8_arch:pyramid_batch:51.out,9,"[('linear', 1350, 3646350), ('ReLU', 1350, 0), ('linear', 675, 911925), ('ReLU', 675, 0), ('linear', 532, 359632), ('ReLU', 532, 0), ('linear', 532, 283556), ('ReLU', 532, 0), ('linear', 532, 283556), ('ReLU', 532, 0), ('linear', 532, 283556), ('ReLU', 532, 0), ('linear', 532, 283556), ('ReLU', 532, 0), ('linear', 532, 283556), ('ReLU', 532, 0), ('linear', 532, 283556)]",ReLU,10966,6619243,51,1589,38.18987341772152,0.3673076923076926,0.22602739726027393,0.04863013698630134,0.05056944444444449
input:532_output:44_depth:10_arch:gradual_batch:271.out,11,"[('linear', 484, 257972), ('ReLU', 484, 0), ('linear', 436, 211460), ('ReLU', 436, 0), ('linear', 388, 169556), ('ReLU', 388, 0), ('linear', 340, 132260), ('ReLU', 340, 0), ('linear', 292, 99572), ('ReLU', 292, 0), ('linear', 244, 71492), ('ReLU', 244, 0), ('linear', 196, 48020), ('ReLU', 196, 0), ('linear', 148, 29156), ('ReLU', 148, 0), ('linear', 100, 14900), ('ReLU', 100, 0), ('linear', 52, 5252), ('ReLU', 52, 0), ('linear', 44, 2332)]",ReLU,5404,1041972,271,1473,37.857142857142854,0.3622727272727273,0.11900000000000006,0.015584615384615393,0.045878787878787915
input:2878_output:35_depth:7_arch:uniform_batch:613.out,8,"[('linear', 2878, 8285762), ('ReLU', 2878, 0), ('linear', 2878, 8285762), ('ReLU', 2878, 0), ('linear', 2878, 8285762), ('ReLU', 2878, 0), ('linear', 2878, 8285762), ('ReLU', 2878, 0), ('linear', 2878, 8285762), ('ReLU', 2878, 0), ('linear', 2878, 8285762), ('ReLU', 2878, 0), ('linear', 2878, 8285762), ('ReLU', 2878, 0), ('linear', 35, 100765)]",ReLU,40327,58101099,613,2673,73.53164556962025,0.7046666666666666,0.702565217391304,0.22557971014492756,0.4926956521739132
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input:3622_output:588_depth:1_arch:pyramid_batch:188.out,2,"[('linear', 1811, 6561253), ('ReLU', 1811, 0), ('linear', 588, 1065456)]",ReLU,4210,7626709,188,1623,37.44871794871795,0.32374358974358963,0.2782285714285715,0.0644571428571428,0.11842028985507254
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input:1479_output:102_depth:6_arch:gradual_batch:105.out,7,"[('linear', 1250, 1850000), ('ReLU', 1250, 0), ('linear', 1021, 1277271), ('ReLU', 1021, 0), ('linear', 792, 809424), ('ReLU', 792, 0), ('linear', 563, 446459), ('ReLU', 563, 0), ('linear', 334, 188376), ('ReLU', 334, 0), ('linear', 105, 35175), ('ReLU', 105, 0), ('linear', 102, 10812)]",ReLU,8232,4617517,105,1559,38.87179487179487,0.36850000000000005,0.20347945205479454,0.03816438356164382,0.07204225352112684
input:2801_output:172_depth:1_arch:pyramid_batch:14.out,2,"[('linear', 1400, 3922800), ('ReLU', 1400, 0), ('linear', 172, 240972)]",ReLU,2972,4163772,14,1535,37.8974358974359,0.3693376623376624,0.1833846153846153,0.0430769230769231,0.039582089552238825
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input:2387_output:175_depth:2_arch:bottleneck_batch:271.out,4,"[('linear', 1193, 2848884), ('ReLU', 1193, 0), ('linear', 596, 711624), ('ReLU', 596, 0), ('linear', 298, 177906), ('ReLU', 298, 0), ('linear', 175, 52325)]",ReLU,4349,3790739,271,1533,37.38461538461539,0.3327692307692308,0.20391428571428571,0.036514285714285694,0.12050724637681161
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input:1653_output:25_depth:9_arch:bottleneck_batch:338.out,11,"[('linear', 826, 1366204), ('ReLU', 826, 0), ('linear', 413, 341551), ('ReLU', 413, 0), ('linear', 206, 85284), ('ReLU', 206, 0), ('linear', 103, 21321), ('ReLU', 103, 0), ('linear', 51, 5304), ('ReLU', 51, 0), ('linear', 25, 1300), ('ReLU', 25, 0), ('linear', 25, 650), ('ReLU', 25, 0), ('linear', 25, 650), ('ReLU', 25, 0), ('linear', 25, 650), ('ReLU', 25, 0), ('linear', 25, 650), ('ReLU', 25, 0), ('linear', 25, 650)]",ReLU,3473,1824214,338,1495,38.27272727272727,0.33993589743589736,0.12206153846153842,0.0176923076923077,0.06698484848484852
input:467_output:103_depth:7_arch:uniform_batch:346.out,8,"[('linear', 467, 218556), ('ReLU', 467, 0), ('linear', 467, 218556), ('ReLU', 467, 0), ('linear', 467, 218556), ('ReLU', 467, 0), ('linear', 467, 218556), ('ReLU', 467, 0), ('linear', 467, 218556), ('ReLU', 467, 0), ('linear', 467, 218556), ('ReLU', 467, 0), ('linear', 467, 218556), ('ReLU', 467, 0), ('linear', 103, 48204)]",ReLU,6641,1578096,346,1487,36.532467532467535,0.35039743589743594,0.16595454545454538,0.023772727272727254,0.08470149253731343
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input:3154_output:137_depth:10_arch:uniform_batch:1014.out,11,"[('linear', 3154, 9950870), ('ReLU', 3154, 0), ('linear', 3154, 9950870), ('ReLU', 3154, 0), ('linear', 3154, 9950870), ('ReLU', 3154, 0), ('linear', 3154, 9950870), ('ReLU', 3154, 0), ('linear', 3154, 9950870), ('ReLU', 3154, 0), ('linear', 3154, 9950870), ('ReLU', 3154, 0), ('linear', 3154, 9950870), ('ReLU', 3154, 0), ('linear', 3154, 9950870), ('ReLU', 3154, 0), ('linear', 3154, 9950870), ('ReLU', 3154, 0), ('linear', 3154, 9950870), ('ReLU', 3154, 0), ('linear', 137, 432235)]",ReLU,63217,99940935,1014,3541,78.73417721518987,0.7749870129870131,0.7386575342465755,0.21026027397260275,0.5905277777777781
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input:2968_output:692_depth:7_arch:bottleneck_batch:220.out,9,"[('linear', 1484, 4405996), ('ReLU', 1484, 0), ('linear', 742, 1101870), ('ReLU', 742, 0), ('linear', 692, 514156), ('ReLU', 692, 0), ('linear', 692, 479556), ('ReLU', 692, 0), ('linear', 692, 479556), ('ReLU', 692, 0), ('linear', 692, 479556), ('ReLU', 692, 0), ('linear', 692, 479556), ('ReLU', 692, 0), ('linear', 692, 479556), ('ReLU', 692, 0), ('linear', 692, 479556)]",ReLU,13448,8899358,220,1647,45.02564102564103,0.41548051948051956,0.30956521739130444,0.07060869565217394,0.13629999999999995
input:1531_output:220_depth:8_arch:bottleneck_batch:471.out,10,"[('linear', 765, 1171980), ('ReLU', 765, 0), ('linear', 382, 292612), ('ReLU', 382, 0), ('linear', 220, 84260), ('ReLU', 220, 0), ('linear', 220, 48620), ('ReLU', 220, 0), ('linear', 220, 48620), ('ReLU', 220, 0), ('linear', 220, 48620), ('ReLU', 220, 0), ('linear', 220, 48620), ('ReLU', 220, 0), ('linear', 220, 48620), ('ReLU', 220, 0), ('linear', 220, 48620), ('ReLU', 220, 0), ('linear', 220, 48620)]",ReLU,5594,1889192,471,1503,36.84615384615385,0.32846153846153836,0.17113432835820896,0.03014925373134328,0.08143283582089553
input:104_output:24_depth:1_arch:pyramid_batch:374.out,2,"[('linear', 52, 5460), ('ReLU', 52, 0), ('linear', 24, 1272)]",ReLU,128,6732,374,1451,8.833333333333334,0.08076623376623376,0.004417910447761197,0,0.0010000000000000007
input:674_output:79_depth:3_arch:uniform_batch:287.out,4,"[('linear', 674, 454950), ('ReLU', 674, 0), ('linear', 674, 454950), ('ReLU', 674, 0), ('linear', 674, 454950), ('ReLU', 674, 0), ('linear', 79, 53325)]",ReLU,4123,1418175,287,1495,33.76923076923077,0.31872727272727264,0.15087878787878792,0.025424242424242433,0.08362121212121215
input:2167_output:412_depth:7_arch:gradual_batch:743.out,8,"[('linear', 1917, 4156056), ('ReLU', 1917, 0), ('linear', 1667, 3197306), ('ReLU', 1667, 0), ('linear', 1417, 2363556), ('ReLU', 1417, 0), ('linear', 1167, 1654806), ('ReLU', 1167, 0), ('linear', 917, 1071056), ('ReLU', 917, 0), ('linear', 667, 612306), ('ReLU', 667, 0), ('linear', 417, 278556), ('ReLU', 417, 0), ('linear', 412, 172216)]",ReLU,16750,13505858,743,1763,42.84615384615385,0.40564935064935065,0.3710142857142857,0.10268571428571427,0.2614347826086956
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input:1974_output:386_depth:4_arch:uniform_batch:608.out,5,"[('linear', 1974, 3898650), ('ReLU', 1974, 0), ('linear', 1974, 3898650), ('ReLU', 1974, 0), ('linear', 1974, 3898650), ('ReLU', 1974, 0), ('linear', 1974, 3898650), ('ReLU', 1974, 0), ('linear', 386, 762350)]",ReLU,16178,16356950,608,1815,48.94871794871795,0.46091025641025635,0.42536111111111125,0.15513888888888894,0.29655882352941165
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input:2831_output:251_depth:3_arch:gradual_batch:109.out,4,"[('linear', 1971, 5581872), ('ReLU', 1971, 0), ('linear', 1111, 2190892), ('ReLU', 1111, 0), ('linear', 251, 279112), ('ReLU', 251, 0), ('linear', 251, 63252)]",ReLU,6917,8115128,109,1627,45.41558441558441,0.4194545454545456,0.3218235294117646,0.0761617647058823,0.10255072463768114
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input:3519_output:874_depth:3_arch:pyramid_batch:51.out,4,"[('linear', 1759, 6191680), ('ReLU', 1759, 0), ('linear', 879, 1547040), ('ReLU', 879, 0), ('linear', 874, 769120), ('ReLU', 874, 0), ('linear', 874, 764750)]",ReLU,7898,9272590,51,1633,46.324675324675326,0.435551282051282,0.3441884057971017,0.10068115942028992,0.07568055555555554
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input:3531_output:12_depth:5_arch:bottleneck_batch:735.out,7,"[('linear', 1765, 6233980), ('ReLU', 1765, 0), ('linear', 882, 1557612), ('ReLU', 882, 0), ('linear', 441, 389403), ('ReLU', 441, 0), ('linear', 220, 97240), ('ReLU', 220, 0), ('linear', 110, 24310), ('ReLU', 110, 0), ('linear', 55, 6105), ('ReLU', 55, 0), ('linear', 12, 672)]",ReLU,6958,8309322,735,1635,36.90909090909091,0.30534615384615393,0.27124285714285723,0.07561428571428573,0.17970000000000008
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input:3582_output:271_depth:4_arch:gradual_batch:421.out,5,"[('linear', 2755, 9871165), ('ReLU', 2755, 0), ('linear', 1928, 5313568), ('ReLU', 1928, 0), ('linear', 1101, 2123829), ('ReLU', 1101, 0), ('linear', 274, 301948), ('ReLU', 274, 0), ('linear', 271, 74525)]",ReLU,12387,17685035,421,1813,48.74683544303797,0.44967948717948714,0.41621917808219155,0.16854794520547953,0.25422222222222224
input:1888_output:454_depth:5_arch:uniform_batch:36.out,6,"[('linear', 1888, 3566432), ('ReLU', 1888, 0), ('linear', 1888, 3566432), ('ReLU', 1888, 0), ('linear', 1888, 3566432), ('ReLU', 1888, 0), ('linear', 1888, 3566432), ('ReLU', 1888, 0), ('linear', 1888, 3566432), ('ReLU', 1888, 0), ('linear', 454, 857606)]",ReLU,19334,18689766,36,1829,62.97435897435897,0.6168205128205134,0.5291830985915491,0.2681830985915494,0.1355714285714285
input:1854_output:394_depth:6_arch:uniform_batch:388.out,7,"[('linear', 1854, 3439170), ('ReLU', 1854, 0), ('linear', 1854, 3439170), ('ReLU', 1854, 0), ('linear', 1854, 3439170), ('ReLU', 1854, 0), ('linear', 1854, 3439170), ('ReLU', 1854, 0), ('linear', 1854, 3439170), ('ReLU', 1854, 0), ('linear', 1854, 3439170), ('ReLU', 1854, 0), ('linear', 394, 730870)]",ReLU,22642,21365890,388,1913,60.12820512820513,0.5875844155844155,0.5034305555555556,0.19891549295774658,0.3229545454545454
input:3586_output:7_depth:6_arch:bottleneck_batch:771.out,8,"[('linear', 1793, 6431491), ('ReLU', 1793, 0), ('linear', 896, 1607424), ('ReLU', 896, 0), ('linear', 448, 401856), ('ReLU', 448, 0), ('linear', 224, 100576), ('ReLU', 224, 0), ('linear', 112, 25200), ('ReLU', 112, 0), ('linear', 56, 6328), ('ReLU', 56, 0), ('linear', 28, 1596), ('ReLU', 28, 0), ('linear', 7, 203)]",ReLU,7121,8574674,771,1663,36.45454545454545,0.30892207792207793,0.26256944444444447,0.06212500000000002,0.1937903225806451
input:805_output:150_depth:5_arch:gradual_batch:254.out,6,"[('linear', 674, 543244), ('ReLU', 674, 0), ('linear', 543, 366525), ('ReLU', 543, 0), ('linear', 412, 224128), ('ReLU', 412, 0), ('linear', 281, 116053), ('ReLU', 281, 0), ('linear', 150, 42300), ('ReLU', 150, 0), ('linear', 150, 22650)]",ReLU,4270,1314900,254,1483,37.12820512820513,0.35168831168831155,0.134734375,0.019718750000000007,0.05931249999999996
input:3664_output:7_depth:10_arch:bottleneck_batch:696.out,12,"[('linear', 1832, 6714280), ('ReLU', 1832, 0), ('linear', 916, 1679028), ('ReLU', 916, 0), ('linear', 458, 419986), ('ReLU', 458, 0), ('linear', 229, 105111), ('ReLU', 229, 0), ('linear', 114, 26220), ('ReLU', 114, 0), ('linear', 57, 6555), ('ReLU', 57, 0), ('linear', 28, 1624), ('ReLU', 28, 0), ('linear', 14, 406), ('ReLU', 14, 0), ('linear', 7, 105), ('ReLU', 7, 0), ('linear', 7, 56), ('ReLU', 7, 0), ('linear', 7, 56), ('ReLU', 7, 0), ('linear', 7, 56)]",ReLU,7345,8953483,696,1645,36.246753246753244,0.30874025974025965,0.24126470588235288,0.06211764705882357,0.16491176470588242
input:2271_output:210_depth:7_arch:pyramid_batch:616.out,8,"[('linear', 1135, 2578720), ('ReLU', 1135, 0), ('linear', 567, 644112), ('ReLU', 567, 0), ('linear', 283, 160744), ('ReLU', 283, 0), ('linear', 210, 59640), ('ReLU', 210, 0), ('linear', 210, 44310), ('ReLU', 210, 0), ('linear', 210, 44310), ('ReLU', 210, 0), ('linear', 210, 44310), ('ReLU', 210, 0), ('linear', 210, 44310)]",ReLU,5860,3620456,616,1541,35.835443037974684,0.3204545454545457,0.2222424242424242,0.03933333333333331,0.14677272727272728
input:462_output:3_depth:4_arch:uniform_batch:430.out,5,"[('linear', 462, 213906), ('ReLU', 462, 0), ('linear', 462, 213906), ('ReLU', 462, 0), ('linear', 462, 213906), ('ReLU', 462, 0), ('linear', 462, 213906), ('ReLU', 462, 0), ('linear', 3, 1389)]",ReLU,3699,857013,430,1473,28.08974358974359,0.2707307692307692,0.11548529411764707,0.015088235294117658,0.06134328358208953
input:1575_output:245_depth:10_arch:uniform_batch:697.out,11,"[('linear', 1575, 2482200), ('ReLU', 1575, 0), ('linear', 1575, 2482200), ('ReLU', 1575, 0), ('linear', 1575, 2482200), ('ReLU', 1575, 0), ('linear', 1575, 2482200), ('ReLU', 1575, 0), ('linear', 1575, 2482200), ('ReLU', 1575, 0), ('linear', 1575, 2482200), ('ReLU', 1575, 0), ('linear', 1575, 2482200), ('ReLU', 1575, 0), ('linear', 1575, 2482200), ('ReLU', 1575, 0), ('linear', 1575, 2482200), ('ReLU', 1575, 0), ('linear', 1575, 2482200), ('ReLU', 1575, 0), ('linear', 245, 386120)]",ReLU,31745,25208120,697,2013,58.50632911392405,0.574320512820513,0.5475797101449277,0.16469565217391302,0.3802602739726028
input:3926_output:825_depth:9_arch:uniform_batch:216.out,10,"[('linear', 3926, 15417402), ('ReLU', 3926, 0), ('linear', 3926, 15417402), ('ReLU', 3926, 0), ('linear', 3926, 15417402), ('ReLU', 3926, 0), ('linear', 3926, 15417402), ('ReLU', 3926, 0), ('linear', 3926, 15417402), ('ReLU', 3926, 0), ('linear', 3926, 15417402), ('ReLU', 3926, 0), ('linear', 3926, 15417402), ('ReLU', 3926, 0), ('linear', 3926, 15417402), ('ReLU', 3926, 0), ('linear', 3926, 15417402), ('ReLU', 3926, 0), ('linear', 825, 3239775)]",ReLU,71493,141996393,216,4251,85.32911392405063,0.8620000000000003,0.8356956521739135,0.3487246376811595,0.4413661971830988
input:3981_output:366_depth:4_arch:bottleneck_batch:557.out,6,"[('linear', 1990, 7924180), ('ReLU', 1990, 0), ('linear', 995, 1981045), ('ReLU', 995, 0), ('linear', 497, 495012), ('ReLU', 497, 0), ('linear', 366, 182268), ('ReLU', 366, 0), ('linear', 366, 134322), ('ReLU', 366, 0), ('linear', 366, 134322)]",ReLU,8794,10851149,557,1683,36.756410256410255,0.3163896103896105,0.2805833333333333,0.07662500000000004,0.1719027777777778
input:2055_output:334_depth:3_arch:uniform_batch:54.out,4,"[('linear', 2055, 4225080), ('ReLU', 2055, 0), ('linear', 2055, 4225080), ('ReLU', 2055, 0), ('linear', 2055, 4225080), ('ReLU', 2055, 0), ('linear', 334, 686704)]",ReLU,12664,13361944,54,1745,56.883116883116884,0.549662337662338,0.48064179104477606,0.18779104477611944,0.1232352941176471
input:3883_output:154_depth:9_arch:pyramid_batch:999.out,10,"[('linear', 1941, 7538844), ('ReLU', 1941, 0), ('linear', 970, 1883740), ('ReLU', 970, 0), ('linear', 485, 470935), ('ReLU', 485, 0), ('linear', 242, 117612), ('ReLU', 242, 0), ('linear', 154, 37422), ('ReLU', 154, 0), ('linear', 154, 23870), ('ReLU', 154, 0), ('linear', 154, 23870), ('ReLU', 154, 0), ('linear', 154, 23870), ('ReLU', 154, 0), ('linear', 154, 23870), ('ReLU', 154, 0), ('linear', 154, 23870)]",ReLU,8970,10167903,999,1687,35.97435897435897,0.3012051282051283,0.2744782608695652,0.08155072463768118,0.18684507042253518
input:2750_output:346_depth:9_arch:gradual_batch:697.out,10,"[('linear', 2483, 6830733), ('ReLU', 2483, 0), ('linear', 2216, 5504544), ('ReLU', 2216, 0), ('linear', 1949, 4320933), ('ReLU', 1949, 0), ('linear', 1682, 3279900), ('ReLU', 1682, 0), ('linear', 1415, 2381445), ('ReLU', 1415, 0), ('linear', 1148, 1625568), ('ReLU', 1148, 0), ('linear', 881, 1012269), ('ReLU', 881, 0), ('linear', 614, 541548), ('ReLU', 614, 0), ('linear', 347, 213405), ('ReLU', 347, 0), ('linear', 346, 120408)]",ReLU,25816,25830753,697,2035,57.44155844155844,0.524948051948052,0.49072058823529424,0.14585294117647046,0.3636470588235294
input:394_output:97_depth:9_arch:uniform_batch:420.out,10,"[('linear', 394, 155630), ('ReLU', 394, 0), ('linear', 394, 155630), ('ReLU', 394, 0), ('linear', 394, 155630), ('ReLU', 394, 0), ('linear', 394, 155630), ('ReLU', 394, 0), ('linear', 394, 155630), ('ReLU', 394, 0), ('linear', 394, 155630), ('ReLU', 394, 0), ('linear', 394, 155630), ('ReLU', 394, 0), ('linear', 394, 155630), ('ReLU', 394, 0), ('linear', 394, 155630), ('ReLU', 394, 0), ('linear', 97, 38315)]",ReLU,7189,1438985,420,1483,36.5,0.3524871794871795,0.17992424242424243,0.02407575757575757,0.09484615384615382
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input:2266_output:422_depth:6_arch:uniform_batch:191.out,7,"[('linear', 2266, 5137022), ('ReLU', 2266, 0), ('linear', 2266, 5137022), ('ReLU', 2266, 0), ('linear', 2266, 5137022), ('ReLU', 2266, 0), ('linear', 2266, 5137022), ('ReLU', 2266, 0), ('linear', 2266, 5137022), ('ReLU', 2266, 0), ('linear', 2266, 5137022), ('ReLU', 2266, 0), ('linear', 422, 956674)]",ReLU,27614,31778806,191,2099,68.67948717948718,0.6611666666666666,0.6350140845070426,0.22176056338028172,0.3177391304347826
input:3177_output:736_depth:7_arch:bottleneck_batch:513.out,9,"[('linear', 1588, 5046664), ('ReLU', 1588, 0), ('linear', 794, 1261666), ('ReLU', 794, 0), ('linear', 736, 585120), ('ReLU', 736, 0), ('linear', 736, 542432), ('ReLU', 736, 0), ('linear', 736, 542432), ('ReLU', 736, 0), ('linear', 736, 542432), ('ReLU', 736, 0), ('linear', 736, 542432), ('ReLU', 736, 0), ('linear', 736, 542432), ('ReLU', 736, 0), ('linear', 736, 542432)]",ReLU,14332,10148042,513,1671,39.41025641025641,0.3446410256410256,0.2986811594202898,0.08052173913043476,0.18631506849315063
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input:3178_output:301_depth:4_arch:bottleneck_batch:255.out,6,"[('linear', 1589, 5051431), ('ReLU', 1589, 0), ('linear', 794, 1262460), ('ReLU', 794, 0), ('linear', 397, 315615), ('ReLU', 397, 0), ('linear', 301, 119798), ('ReLU', 301, 0), ('linear', 301, 90902), ('ReLU', 301, 0), ('linear', 301, 90902)]",ReLU,7065,6931108,255,1599,38.26923076923077,0.3327012987012988,0.25073239436619715,0.04923943661971828,0.11431884057971016
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input:2013_output:470_depth:1_arch:gradual_batch:287.out,2,"[('linear', 470, 946580), ('ReLU', 470, 0), ('linear', 470, 221370)]",ReLU,1410,1167950,287,1477,28.61038961038961,0.23882051282051278,0.09177272727272728,0.014500000000000011,0.055151515151515125
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input:363_output:23_depth:3_arch:uniform_batch:325.out,4,"[('linear', 363, 132132), ('ReLU', 363, 0), ('linear', 363, 132132), ('ReLU', 363, 0), ('linear', 363, 132132), ('ReLU', 363, 0), ('linear', 23, 8372)]",ReLU,2201,404768,325,1461,25.78205128205128,0.2584285714285714,0.07815151515151518,0.01246969696969698,0.030242424242424234
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input:2445_output:90_depth:4_arch:uniform_batch:468.out,5,"[('linear', 2445, 5980470), ('ReLU', 2445, 0), ('linear', 2445, 5980470), ('ReLU', 2445, 0), ('linear', 2445, 5980470), ('ReLU', 2445, 0), ('linear', 2445, 5980470), ('ReLU', 2445, 0), ('linear', 90, 220140)]",ReLU,19650,24142020,468,1975,60.25974025974026,0.5788441558441558,0.534442857142857,0.20137142857142867,0.34452054794520554
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input:3015_output:678_depth:3_arch:bottleneck_batch:694.out,5,"[('linear', 1507, 4545112), ('ReLU', 1507, 0), ('linear', 753, 1135524), ('ReLU', 753, 0), ('linear', 678, 511212), ('ReLU', 678, 0), ('linear', 678, 460362), ('ReLU', 678, 0), ('linear', 678, 460362)]",ReLU,7910,7112572,694,1619,35.922077922077925,0.31698701298701315,0.26929166666666676,0.06668055555555555,0.1902957746478873
input:2602_output:86_depth:4_arch:uniform_batch:503.out,5,"[('linear', 2602, 6773006), ('ReLU', 2602, 0), ('linear', 2602, 6773006), ('ReLU', 2602, 0), ('linear', 2602, 6773006), ('ReLU', 2602, 0), ('linear', 2602, 6773006), ('ReLU', 2602, 0), ('linear', 86, 223858)]",ReLU,20902,27315882,503,2021,60.48101265822785,0.5776923076923076,0.5512142857142857,0.18355714285714286,0.3595454545454545
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input:866_output:177_depth:10_arch:pyramid_batch:460.out,11,"[('linear', 433, 375411), ('ReLU', 433, 0), ('linear', 216, 93744), ('ReLU', 216, 0), ('linear', 177, 38409), ('ReLU', 177, 0), ('linear', 177, 31506), ('ReLU', 177, 0), ('linear', 177, 31506), ('ReLU', 177, 0), ('linear', 177, 31506), ('ReLU', 177, 0), ('linear', 177, 31506), ('ReLU', 177, 0), ('linear', 177, 31506), ('ReLU', 177, 0), ('linear', 177, 31506), ('ReLU', 177, 0), ('linear', 177, 31506), ('ReLU', 177, 0), ('linear', 177, 31506)]",ReLU,4307,759612,460,1481,30.584415584415584,0.2783376623376624,0.12192187499999997,0.01245312500000001,0.04245588235294117
input:1164_output:35_depth:10_arch:bottleneck_batch:715.out,12,"[('linear', 582, 678030), ('ReLU', 582, 0), ('linear', 291, 169653), ('ReLU', 291, 0), ('linear', 145, 42340), ('ReLU', 145, 0), ('linear', 72, 10512), ('ReLU', 72, 0), ('linear', 36, 2628), ('ReLU', 36, 0), ('linear', 35, 1295), ('ReLU', 35, 0), ('linear', 35, 1260), ('ReLU', 35, 0), ('linear', 35, 1260), ('ReLU', 35, 0), ('linear', 35, 1260), ('ReLU', 35, 0), ('linear', 35, 1260), ('ReLU', 35, 0), ('linear', 35, 1260), ('ReLU', 35, 0), ('linear', 35, 1260)]",ReLU,2707,912018,715,1477,26.653846153846153,0.23675641025641028,0.09094117647058826,0.013500000000000009,0.05182352941176475
input:2183_output:278_depth:10_arch:uniform_batch:796.out,11,"[('linear', 2183, 4767672), ('ReLU', 2183, 0), ('linear', 2183, 4767672), ('ReLU', 2183, 0), ('linear', 2183, 4767672), ('ReLU', 2183, 0), ('linear', 2183, 4767672), ('ReLU', 2183, 0), ('linear', 2183, 4767672), ('ReLU', 2183, 0), ('linear', 2183, 4767672), ('ReLU', 2183, 0), ('linear', 2183, 4767672), ('ReLU', 2183, 0), ('linear', 2183, 4767672), ('ReLU', 2183, 0), ('linear', 2183, 4767672), ('ReLU', 2183, 0), ('linear', 2183, 4767672), ('ReLU', 2183, 0), ('linear', 278, 607152)]",ReLU,43938,48283872,796,2485,69.53164556962025,0.6919871794871794,0.675342857142857,0.24211428571428578,0.46416901408450706
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input:3903_output:618_depth:1_arch:uniform_batch:106.out,2,"[('linear', 3903, 15237312), ('ReLU', 3903, 0), ('linear', 618, 2412672)]",ReLU,8424,17649984,106,1811,60.56962025316456,0.5826363636363636,0.5016027397260275,0.22354794520547955,0.16735616438356152
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input:3227_output:302_depth:4_arch:pyramid_batch:329.out,5,"[('linear', 1613, 5206764), ('ReLU', 1613, 0), ('linear', 806, 1300884), ('ReLU', 806, 0), ('linear', 403, 325221), ('ReLU', 403, 0), ('linear', 302, 122008), ('ReLU', 302, 0), ('linear', 302, 91506)]",ReLU,6550,7046383,329,1599,37.36708860759494,0.32776923076923087,0.2609,0.06357142857142857,0.1423142857142857
input:861_output:122_depth:9_arch:uniform_batch:367.out,10,"[('linear', 861, 742182), ('ReLU', 861, 0), ('linear', 861, 742182), ('ReLU', 861, 0), ('linear', 861, 742182), ('ReLU', 861, 0), ('linear', 861, 742182), ('ReLU', 861, 0), ('linear', 861, 742182), ('ReLU', 861, 0), ('linear', 861, 742182), ('ReLU', 861, 0), ('linear', 861, 742182), ('ReLU', 861, 0), ('linear', 861, 742182), ('ReLU', 861, 0), ('linear', 861, 742182), ('ReLU', 861, 0), ('linear', 122, 105164)]",ReLU,15620,6784802,367,1595,38.782051282051285,0.3716538461538463,0.300970588235294,0.0697794117647059,0.1573939393939393
input:1966_output:150_depth:5_arch:bottleneck_batch:581.out,7,"[('linear', 983, 1933561), ('ReLU', 983, 0), ('linear', 491, 483144), ('ReLU', 491, 0), ('linear', 245, 120540), ('ReLU', 245, 0), ('linear', 150, 36900), ('ReLU', 150, 0), ('linear', 150, 22650), ('ReLU', 150, 0), ('linear', 150, 22650), ('ReLU', 150, 0), ('linear', 150, 22650)]",ReLU,4488,2642095,581,1517,33.91139240506329,0.30396153846153845,0.18741428571428567,0.03594285714285712,0.11738095238095242
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input:1341_output:274_depth:10_arch:gradual_batch:41.out,11,"[('linear', 1235, 1657370), ('ReLU', 1235, 0), ('linear', 1129, 1395444), ('ReLU', 1129, 0), ('linear', 1023, 1155990), ('ReLU', 1023, 0), ('linear', 917, 939008), ('ReLU', 917, 0), ('linear', 811, 744498), ('ReLU', 811, 0), ('linear', 705, 572460), ('ReLU', 705, 0), ('linear', 599, 422894), ('ReLU', 599, 0), ('linear', 493, 295800), ('ReLU', 493, 0), ('linear', 387, 191178), ('ReLU', 387, 0), ('linear', 281, 109028), ('ReLU', 281, 0), ('linear', 274, 77268)]",ReLU,15434,7560938,41,1599,38.64102564102564,0.3781666666666665,0.24519178082191767,0.056972602739726014,0.056319444444444464
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input:1990_output:264_depth:3_arch:gradual_batch:141.out,4,"[('linear', 1415, 2817265), ('ReLU', 1415, 0), ('linear', 840, 1189440), ('ReLU', 840, 0), ('linear', 265, 222865), ('ReLU', 265, 0), ('linear', 264, 70224)]",ReLU,5304,4299794,141,1555,38.80769230769231,0.35644155844155834,0.20376811594202898,0.03930434782608696,0.09202941176470582
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input:2816_output:288_depth:5_arch:pyramid_batch:168.out,6,"[('linear', 1408, 3966336), ('ReLU', 1408, 0), ('linear', 704, 991936), ('ReLU', 704, 0), ('linear', 352, 248160), ('ReLU', 352, 0), ('linear', 288, 101664), ('ReLU', 288, 0), ('linear', 288, 83232), ('ReLU', 288, 0), ('linear', 288, 83232)]",ReLU,6368,5474560,168,1565,38.8051948051948,0.3487012987012985,0.2221323529411765,0.04229411764705883,0.09392647058823522
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input:625_output:35_depth:9_arch:uniform_batch:128.out,10,"[('linear', 625, 391250), ('ReLU', 625, 0), ('linear', 625, 391250), ('ReLU', 625, 0), ('linear', 625, 391250), ('ReLU', 625, 0), ('linear', 625, 391250), ('ReLU', 625, 0), ('linear', 625, 391250), ('ReLU', 625, 0), ('linear', 625, 391250), ('ReLU', 625, 0), ('linear', 625, 391250), ('ReLU', 625, 0), ('linear', 625, 391250), ('ReLU', 625, 0), ('linear', 625, 391250), ('ReLU', 625, 0), ('linear', 35, 21910)]",ReLU,11285,3543160,128,1535,39.02597402597402,0.3746794871794871,0.19008955223880605,0.031089552238805954,0.06177611940298504
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input:3568_output:99_depth:1_arch:pyramid_batch:546.out,2,"[('linear', 1784, 6367096), ('ReLU', 1784, 0), ('linear', 99, 176715)]",ReLU,3667,6543811,546,1605,36.35443037974684,0.3065641025641027,0.27404477611940303,0.08213432835820896,0.1890447761194029
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input:2991_output:83_depth:1_arch:bottleneck_batch:676.out,3,"[('linear', 1495, 4473040), ('ReLU', 1495, 0), ('linear', 747, 1117512), ('ReLU', 747, 0), ('linear', 83, 62084)]",ReLU,4567,5652636,676,1601,36.717948717948715,0.31583333333333324,0.27238805970149244,0.0661044776119403,0.19110447761194027
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input:687_output:110_depth:9_arch:bottleneck_batch:239.out,11,"[('linear', 343, 235984), ('ReLU', 343, 0), ('linear', 171, 58824), ('ReLU', 171, 0), ('linear', 110, 18920), ('ReLU', 110, 0), ('linear', 110, 12210), ('ReLU', 110, 0), ('linear', 110, 12210), ('ReLU', 110, 0), ('linear', 110, 12210), ('ReLU', 110, 0), ('linear', 110, 12210), ('ReLU', 110, 0), ('linear', 110, 12210), ('ReLU', 110, 0), ('linear', 110, 12210), ('ReLU', 110, 0), ('linear', 110, 12210), ('ReLU', 110, 0), ('linear', 110, 12210)]",ReLU,2898,411408,239,1459,34.794871794871796,0.33555128205128215,0.06749999999999999,0.005867647058823533,0.01849999999999999
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input:3852_output:834_depth:1_arch:gradual_batch:938.out,2,"[('linear', 834, 3213402), ('ReLU', 834, 0), ('linear', 834, 696390)]",ReLU,2502,3909792,938,1555,26.20253164556962,0.20214102564102565,0.17251515151515154,0.038606060606060595,0.14122727272727273
input:249_output:50_depth:9_arch:pyramid_batch:145.out,10,"[('linear', 124, 31000), ('ReLU', 124, 0), ('linear', 62, 7750), ('ReLU', 62, 0), ('linear', 50, 3150), ('ReLU', 50, 0), ('linear', 50, 2550), ('ReLU', 50, 0), ('linear', 50, 2550), ('ReLU', 50, 0), ('linear', 50, 2550), ('ReLU', 50, 0), ('linear', 50, 2550), ('ReLU', 50, 0), ('linear', 50, 2550), ('ReLU', 50, 0), ('linear', 50, 2550), ('ReLU', 50, 0), ('linear', 50, 2550)]",ReLU,1122,59750,145,1453,33.93589743589744,0.33120512820512826,0.01790277777777779,0.0019861111111111125,0.003000000000000002
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input:3541_output:662_depth:3_arch:gradual_batch:754.out,4,"[('linear', 2582, 9145444), ('ReLU', 2582, 0), ('linear', 1623, 4192209), ('ReLU', 1623, 0), ('linear', 664, 1078336), ('ReLU', 664, 0), ('linear', 662, 440230)]",ReLU,10400,14856219,754,1787,40.139240506329116,0.3632207792207793,0.32541428571428577,0.11213043478260873,0.22823188405797107
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input:778_output:41_depth:4_arch:bottleneck_batch:683.out,6,"[('linear', 389, 303031), ('ReLU', 389, 0), ('linear', 194, 75660), ('ReLU', 194, 0), ('linear', 97, 18915), ('ReLU', 97, 0), ('linear', 48, 4704), ('ReLU', 48, 0), ('linear', 41, 2009), ('ReLU', 41, 0), ('linear', 41, 1722)]",ReLU,1579,406041,683,1475,19.153846153846153,0.1660897435897435,0.05931884057971018,0.008913043478260876,0.028753623188405786
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input:1074_output:81_depth:3_arch:uniform_batch:915.out,4,"[('linear', 1074, 1154550), ('ReLU', 1074, 0), ('linear', 1074, 1154550), ('ReLU', 1074, 0), ('linear', 1074, 1154550), ('ReLU', 1074, 0), ('linear', 81, 87075)]",ReLU,6525,3550725,915,1553,33.97435897435897,0.31501282051282065,0.2510895522388059,0.056044776119402985,0.18975384615384616
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input:473_output:91_depth:3_arch:bottleneck_batch:409.out,5,"[('linear', 236, 111864), ('ReLU', 236, 0), ('linear', 118, 27966), ('ReLU', 118, 0), ('linear', 91, 10829), ('ReLU', 91, 0), ('linear', 91, 8372), ('ReLU', 91, 0), ('linear', 91, 8372)]",ReLU,1163,167403,409,1455,19.17721518987342,0.17891025641025637,0.040621212121212134,0.004666666666666669,0.011156250000000006
input:903_output:39_depth:9_arch:uniform_batch:7.out,10,"[('linear', 903, 816312), ('ReLU', 903, 0), ('linear', 903, 816312), ('ReLU', 903, 0), ('linear', 903, 816312), ('ReLU', 903, 0), ('linear', 903, 816312), ('ReLU', 903, 0), ('linear', 903, 816312), ('ReLU', 903, 0), ('linear', 903, 816312), ('ReLU', 903, 0), ('linear', 903, 816312), ('ReLU', 903, 0), ('linear', 903, 816312), ('ReLU', 903, 0), ('linear', 903, 816312), ('ReLU', 903, 0), ('linear', 39, 35256)]",ReLU,16293,7382064,7,1611,38.717948717948715,0.3770256410256406,0.23387500000000003,0.055875000000000036,0.03325373134328355
input:2385_output:97_depth:8_arch:bottleneck_batch:628.out,10,"[('linear', 1192, 2844112), ('ReLU', 1192, 0), ('linear', 596, 711028), ('ReLU', 596, 0), ('linear', 298, 177906), ('ReLU', 298, 0), ('linear', 149, 44551), ('ReLU', 149, 0), ('linear', 97, 14550), ('ReLU', 97, 0), ('linear', 97, 9506), ('ReLU', 97, 0), ('linear', 97, 9506), ('ReLU', 97, 0), ('linear', 97, 9506), ('ReLU', 97, 0), ('linear', 97, 9506), ('ReLU', 97, 0), ('linear', 97, 9506)]",ReLU,5537,3839677,628,1551,35.82051282051282,0.31634615384615405,0.2174788732394366,0.04308450704225348,0.14943661971830988
input:2979_output:604_depth:1_arch:gradual_batch:936.out,2,"[('linear', 604, 1799920), ('ReLU', 604, 0), ('linear', 604, 365420)]",ReLU,1812,2165340,936,1527,22.756410256410255,0.16680519480519476,0.12118750000000003,0.02565625000000001,0.09378125000000005
input:1390_output:320_depth:2_arch:uniform_batch:914.out,3,"[('linear', 1390, 1933490), ('ReLU', 1390, 0), ('linear', 1390, 1933490), ('ReLU', 1390, 0), ('linear', 320, 445120)]",ReLU,5880,4312100,914,1573,33.62820512820513,0.30664102564102563,0.26245312500000006,0.07434375,0.20753030303030306
input:2640_output:489_depth:7_arch:pyramid_batch:962.out,8,"[('linear', 1320, 3486120), ('ReLU', 1320, 0), ('linear', 660, 871860), ('ReLU', 660, 0), ('linear', 489, 323229), ('ReLU', 489, 0), ('linear', 489, 239610), ('ReLU', 489, 0), ('linear', 489, 239610), ('ReLU', 489, 0), ('linear', 489, 239610), ('ReLU', 489, 0), ('linear', 489, 239610), ('ReLU', 489, 0), ('linear', 489, 239610)]",ReLU,9339,5879259,962,1601,34.8974358974359,0.3138181818181818,0.23660869565217382,0.04621739130434781,0.17576470588235293
input:368_output:36_depth:2_arch:bottleneck_batch:362.out,4,"[('linear', 184, 67896), ('ReLU', 184, 0), ('linear', 92, 17020), ('ReLU', 92, 0), ('linear', 46, 4278), ('ReLU', 46, 0), ('linear', 36, 1692)]",ReLU,680,90886,362,1453,18.818181818181817,0.1754935064935065,0.02456923076923078,0.0020000000000000013,0.005772727272727277
input:2072_output:362_depth:9_arch:bottleneck_batch:684.out,11,"[('linear', 1036, 2147628), ('ReLU', 1036, 0), ('linear', 518, 537166), ('ReLU', 518, 0), ('linear', 362, 187878), ('ReLU', 362, 0), ('linear', 362, 131406), ('ReLU', 362, 0), ('linear', 362, 131406), ('ReLU', 362, 0), ('linear', 362, 131406), ('ReLU', 362, 0), ('linear', 362, 131406), ('ReLU', 362, 0), ('linear', 362, 131406), ('ReLU', 362, 0), ('linear', 362, 131406), ('ReLU', 362, 0), ('linear', 362, 131406), ('ReLU', 362, 0), ('linear', 362, 131406)]",ReLU,9262,3923920,684,1559,37.18181818181818,0.33021794871794863,0.24098507462686558,0.048865671641791,0.15214705882352939
input:1763_output:2_depth:2_arch:gradual_batch:639.out,3,"[('linear', 883, 1557612), ('ReLU', 883, 0), ('linear', 3, 2652), ('ReLU', 3, 0), ('linear', 2, 8)]",ReLU,1774,1560272,639,1493,24.153846153846153,0.19344871794871799,0.09628358208955226,0.017089552238805976,0.07126562500000004
input:3968_output:190_depth:2_arch:pyramid_batch:310.out,3,"[('linear', 1984, 7874496), ('ReLU', 1984, 0), ('linear', 992, 1969120), ('ReLU', 992, 0), ('linear', 190, 188670)]",ReLU,6142,10032286,310,1677,38.44871794871795,0.3253333333333334,0.29985507246376814,0.08182608695652176,0.14972058823529408
input:2108_output:16_depth:4_arch:uniform_batch:858.out,5,"[('linear', 2108, 4445772), ('ReLU', 2108, 0), ('linear', 2108, 4445772), ('ReLU', 2108, 0), ('linear', 2108, 4445772), ('ReLU', 2108, 0), ('linear', 2108, 4445772), ('ReLU', 2108, 0), ('linear', 16, 33744)]",ReLU,16880,17816832,858,1837,49.31578947368421,0.442320512820513,0.42827941176470596,0.1501029411764706,0.31514925373134317
input:1743_output:10_depth:10_arch:gradual_batch:660.out,11,"[('linear', 1570, 2738080), ('ReLU', 1570, 0), ('linear', 1397, 2194687), ('ReLU', 1397, 0), ('linear', 1224, 1711152), ('ReLU', 1224, 0), ('linear', 1051, 1287475), ('ReLU', 1051, 0), ('linear', 878, 923656), ('ReLU', 878, 0), ('linear', 705, 619695), ('ReLU', 705, 0), ('linear', 532, 375592), ('ReLU', 532, 0), ('linear', 359, 191347), ('ReLU', 359, 0), ('linear', 186, 66960), ('ReLU', 186, 0), ('linear', 13, 2431), ('ReLU', 13, 0), ('linear', 10, 140)]",ReLU,15840,10111215,660,1697,41.11538461538461,0.38498701298701304,0.31624637681159423,0.09181159420289851,0.21302941176470602
input:2771_output:37_depth:1_arch:pyramid_batch:218.out,2,"[('linear', 1385, 3839220), ('ReLU', 1385, 0), ('linear', 37, 51282)]",ReLU,2807,3890502,218,1537,37.35897435897436,0.32905194805194793,0.21738805970149258,0.0463582089552239,0.1250454545454545
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input:2117_output:10_depth:1_arch:bottleneck_batch:961.out,3,"[('linear', 1058, 2240844), ('ReLU', 1058, 0), ('linear', 529, 560211), ('ReLU', 529, 0), ('linear', 10, 5300)]",ReLU,3184,2806355,961,1533,27.08974358974359,0.22173076923076934,0.16962121212121212,0.038151515151515145,0.12990769230769228
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input:3123_output:232_depth:7_arch:gradual_batch:996.out,8,"[('linear', 2710, 8466040), ('ReLU', 2710, 0), ('linear', 2297, 6227167), ('ReLU', 2297, 0), ('linear', 1884, 4329432), ('ReLU', 1884, 0), ('linear', 1471, 2772835), ('ReLU', 1471, 0), ('linear', 1058, 1557376), ('ReLU', 1058, 0), ('linear', 645, 683055), ('ReLU', 645, 0), ('linear', 232, 149872), ('ReLU', 232, 0), ('linear', 232, 54056)]",ReLU,20826,24239833,996,1963,51.9746835443038,0.49072727272727273,0.43138888888888893,0.15899999999999992,0.33130985915492955
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input:1551_output:183_depth:3_arch:gradual_batch:259.out,4,"[('linear', 1095, 1699440), ('ReLU', 1095, 0), ('linear', 639, 700344), ('ReLU', 639, 0), ('linear', 183, 117120), ('ReLU', 183, 0), ('linear', 183, 33672)]",ReLU,4017,2550576,259,1515,37.89873417721519,0.3416025641025641,0.19177464788732396,0.04411267605633799,0.10402941176470591
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input:3304_output:69_depth:2_arch:gradual_batch:799.out,3,"[('linear', 1687, 5575535), ('ReLU', 1687, 0), ('linear', 70, 118160), ('ReLU', 70, 0), ('linear', 69, 4899)]",ReLU,3583,5698594,799,1605,35.922077922077925,0.29288311688311697,0.25010606060606055,0.05301515151515152,0.19853846153846152
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input:69_output:7_depth:5_arch:bottleneck_batch:734.out,7,"[('linear', 34, 2380), ('ReLU', 34, 0), ('linear', 17, 595), ('ReLU', 17, 0), ('linear', 8, 144), ('ReLU', 8, 0), ('linear', 7, 63), ('ReLU', 7, 0), ('linear', 7, 56), ('ReLU', 7, 0), ('linear', 7, 56), ('ReLU', 7, 0), ('linear', 7, 56)]",ReLU,167,3350,734,1451,15.487179487179487,0.14778205128205124,0.00613636363636364,0.0010000000000000007,0.0010000000000000007
input:3490_output:120_depth:5_arch:pyramid_batch:57.out,6,"[('linear', 1745, 6091795), ('ReLU', 1745, 0), ('linear', 872, 1522512), ('ReLU', 872, 0), ('linear', 436, 380628), ('ReLU', 436, 0), ('linear', 218, 95266), ('ReLU', 218, 0), ('linear', 120, 26280), ('ReLU', 120, 0), ('linear', 120, 14520)]",ReLU,6902,8131001,57,1615,43.37179487179487,0.41017948717948727,0.30029729729729715,0.07883783783783788,0.061876712328767104
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input:227_output:12_depth:8_arch:gradual_batch:505.out,9,"[('linear', 201, 45828), ('ReLU', 201, 0), ('linear', 175, 35350), ('ReLU', 175, 0), ('linear', 149, 26224), ('ReLU', 149, 0), ('linear', 123, 18450), ('ReLU', 123, 0), ('linear', 97, 12028), ('ReLU', 97, 0), ('linear', 71, 6958), ('ReLU', 71, 0), ('linear', 45, 3240), ('ReLU', 45, 0), ('linear', 19, 874), ('ReLU', 19, 0), ('linear', 12, 240)]",ReLU,1772,149192,505,1455,23.23076923076923,0.2204743589743589,0.04882089552238803,0.004373134328358212,0.012424242424242431
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