Filename string | Depth int64 | Activations-Params string | Activation Function string | Total Activations int64 | Total Parameters int64 | Batch Size int64 | Max GPU Memory (MiB) int64 | Avg GPUTL float64 | Avg GRACT float64 | Avg SMACT float64 | Avg SMOCC float64 | Avg FP32A float64 | Conv2d Count int64 | BatchNorm2d Count int64 | Dropout Count int64 | AdaptiveAvgPool2d Count int64 | Linear Count int64 | Status string | Input Size (MB) float64 | Forward/Backward Pass Size (MB) float64 | Params Size (MB) float64 | Estimated Total Size (MB) float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
input_channels:3_num_classes:9_depth:6_arch:dense_base_filters:108_batch:8_input_size:20_act:prelu_dropout:0.3681996954115221_dropout:True_batchnorm:False.out | 4 | [('conv2d', 32, 20, 20, 8, 896), ('PReLU', 32, 20, 20, 8, 0), ('dropout', 32, 20, 20, 8, 0), ('conv2d', 32, 20, 20, 8, 10112), ('PReLU', 32, 20, 20, 8, 0), ('dropout', 32, 20, 20, 8, 0), ('conv2d', 32, 20, 20, 8, 19328), ('PReLU', 32, 20, 20, 8, 0), ('dropout', 32, 20, 20, 8, 0), ('conv2d', 32, 20, 20, 8, 28544), ('PRe... | PReLU | 153,749 | 60,068 | 8 | 1,727 | 32.365079 | 0.311359 | 0.102418 | 0.016 | 0.019185 | 4 | 0 | 4 | 1 | 1 | SUCCESSFUL | 0 | 15.68 | 0.23 | 15.91 |
input_channels:1_num_classes:493_depth:9_arch:hourglass_base_filters:119_batch:36_input_size:2_act:prelu_dropout:0.2816881315356107_dropout:True_batchnorm:True.out | 0 | [] | null | 0 | 0 | 36 | 0 | 100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | SUCCESSFUL | 0 | 0 | 0 | 0 |
input_channels:3_num_classes:400_depth:9_arch:gradual_base_filters:72_batch:56_input_size:16_act:softplus_dropout:0.3882411067060578_dropout:False_batchnorm:False.out | 9 | [('conv2d', 72, 16, 16, 56, 2016), ('Softplus', 72, 16, 16, 56, 0), ('conv2d', 86, 16, 16, 56, 55814), ('Softplus', 86, 16, 16, 56, 0), ('conv2d', 104, 16, 16, 56, 80600), ('Softplus', 104, 16, 16, 56, 0), ('conv2d', 125, 16, 16, 56, 117125), ('Softplus', 125, 16, 16, 56, 0), ('conv2d', 151, 16, 16, 56, 170026), ('Soft... | Softplus | 779,870 | 2,436,136 | 56 | 2,181 | 60.983871 | 0.569813 | 0.448879 | 0.140724 | 0.029828 | 9 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0 | 499.52 | 9.29 | 508.81 |
input_channels:1_num_classes:530_depth:27_arch:uniform_base_filters:82_batch:2_input_size:18_act:swish_dropout:0.18393647971268115_dropout:False_batchnorm:True.out | 27 | [('conv2d', 82, 18, 18, 2, 820), ('batchnorm2d', 82, 18, 18, 2, 164), ('SiLU', 82, 18, 18, 2, 0), ('conv2d', 82, 18, 18, 2, 60598), ('batchnorm2d', 82, 18, 18, 2, 164), ('SiLU', 82, 18, 18, 2, 0), ('conv2d', 82, 18, 18, 2, 60598), ('batchnorm2d', 82, 18, 18, 2, 164), ('SiLU', 82, 18, 18, 2, 0), ('conv2d', 82, 18, 18, 2... | SiLU | 2,153,150 | 1,624,786 | 2 | 1,779 | 38.285714 | 0.371667 | 0.155386 | 0.048491 | 0.012965 | 27 | 27 | 0 | 1 | 1 | SUCCESSFUL | 0 | 43.8 | 6.2 | 50 |
input_channels:1_num_classes:556_depth:24_arch:gradual_base_filters:111_batch:2_input_size:88_act:selu_dropout:0.4103192754641136_dropout:True_batchnorm:False.out | 24 | [('conv2d', 111, 88, 88, 2, 1110), ('SELU', 111, 88, 88, 2, 0), ('dropout', 111, 88, 88, 2, 0), ('conv2d', 117, 88, 88, 2, 117000), ('SELU', 117, 88, 88, 2, 0), ('dropout', 117, 88, 88, 2, 0), ('conv2d', 125, 88, 88, 2, 131750), ('SELU', 125, 88, 88, 2, 0), ('dropout', 125, 88, 88, 2, 0), ('conv2d', 133, 88, 88, 2, 149... | SELU | 135,444,120 | 14,201,694 | 2 | 3,055 | -1 | -1 | -1 | -1 | -1 | 24 | 0 | 24 | 1 | 1 | SUCCESSFUL | 0.06 | 2,755.6 | 54.18 | 2,809.84 |
input_channels:3_num_classes:971_depth:17_arch:bottleneck_base_filters:23_batch:58_input_size:96_act:swish_dropout:0.1667520310250234_dropout:True_batchnorm:False.out | 17 | [('conv2d', 46, 96, 96, 58, 1288), ('SiLU', 46, 96, 96, 58, 0), ('dropout', 46, 96, 96, 58, 0), ('conv2d', 23, 96, 96, 58, 9545), ('SiLU', 23, 96, 96, 58, 0), ('dropout', 23, 96, 96, 58, 0), ('conv2d', 30, 96, 96, 58, 6240), ('SiLU', 30, 96, 96, 58, 0), ('dropout', 30, 96, 96, 58, 0), ('conv2d', 40, 96, 96, 58, 10840),... | SiLU | 173,909,408 | 39,336,129 | 58 | 39,803 | 71.1 | 0.5851 | 0.793167 | 0.231 | 0.3905 | 17 | 0 | 17 | 1 | 1 | OOM_CRASH | 6.38 | 102,607.22 | 150.06 | 102,763.66 |
input_channels:3_num_classes:755_depth:23_arch:pyramid_base_filters:94_batch:34_input_size:8_act:tanh_dropout:0.14295329126488474_dropout:True_batchnorm:True.out | 23 | [('conv2d', 94, 8, 8, 34, 2632), ('batchnorm2d', 94, 8, 8, 34, 188), ('Tanh', 94, 8, 8, 34, 0), ('dropout', 94, 8, 8, 34, 0), ('conv2d', 107, 8, 8, 34, 90629), ('batchnorm2d', 107, 8, 8, 34, 214), ('Tanh', 107, 8, 8, 34, 0), ('dropout', 107, 8, 8, 34, 0), ('conv2d', 122, 8, 8, 34, 117608), ('batchnorm2d', 122, 8, 8, 34... | Tanh | 3,490,021 | 108,452,150 | 34 | 4,387 | -1 | -1 | -1 | -1 | -1 | 23 | 23 | 23 | 1 | 1 | SUCCESSFUL | 0 | 1,131.52 | 413.71 | 1,545.23 |
input_channels:3_num_classes:132_depth:1_arch:gradual_base_filters:36_batch:60_input_size:148_act:gelu_dropout:0.4831420387936496_dropout:False_batchnorm:True.out | 1 | [('conv2d', 36, 148, 148, 60, 1008), ('batchnorm2d', 36, 148, 148, 60, 72), ('GELU', 36, 148, 148, 60, 0), ('adaptive_avg_pool2d', 0, 0, 36, 60, 0), ('linear', 0, 0, 132, 60, 4884), ('softmax', 0, 0, 132, 60, 0)] | GELU | 2,365,932 | 5,964 | 60 | 2,489 | -1 | -1 | -1 | -1 | -1 | 1 | 1 | 0 | 1 | 1 | SUCCESSFUL | 15 | 1,444.2 | 0.02 | 1,459.22 |
input_channels:1_num_classes:523_depth:6_arch:gradual_base_filters:49_batch:16_input_size:206_act:prelu_dropout:0.180612432592394_dropout:True_batchnorm:False.out | 6 | [('conv2d', 49, 206, 206, 16, 490), ('PReLU', 49, 206, 206, 16, 0), ('dropout', 49, 206, 206, 16, 0), ('conv2d', 66, 206, 206, 16, 29172), ('PReLU', 66, 206, 206, 16, 0), ('dropout', 66, 206, 206, 16, 0), ('conv2d', 91, 206, 206, 16, 54145), ('PReLU', 91, 206, 206, 16, 0), ('dropout', 91, 206, 206, 16, 0), ('conv2d', 1... | PReLU | 93,190,734 | 852,428 | 16 | 11,035 | -1 | -1 | -1 | -1 | -1 | 6 | 0 | 6 | 1 | 1 | SUCCESSFUL | 2.56 | 15,167.68 | 3.25 | 15,173.49 |
input_channels:1_num_classes:296_depth:15_arch:bottleneck_base_filters:29_batch:28_input_size:88_act:mish_dropout:0.17767988218525432_dropout:True_batchnorm:False.out | 15 | [('conv2d', 58, 88, 88, 28, 580), ('Mish', 58, 88, 88, 28, 0), ('dropout', 58, 88, 88, 28, 0), ('conv2d', 29, 88, 88, 28, 15167), ('Mish', 29, 88, 88, 28, 0), ('dropout', 29, 88, 88, 28, 0), ('conv2d', 39, 88, 88, 28, 10218), ('Mish', 39, 88, 88, 28, 0), ('dropout', 39, 88, 88, 28, 0), ('conv2d', 53, 88, 88, 28, 18656)... | Mish | 133,144,694 | 33,665,048 | 28 | 17,699 | 95.609375 | 0.946143 | 0.962321 | 0.236857 | 0.022019 | 15 | 0 | 15 | 1 | 1 | SUCCESSFUL | 0.84 | 37,923.48 | 128.42 | 38,052.74 |
input_channels:3_num_classes:383_depth:28_arch:hourglass_base_filters:59_batch:44_input_size:28_act:elu_dropout:0.2686279382031246_dropout:False_batchnorm:True.out | 28 | [('conv2d', 59, 28, 28, 44, 1652), ('batchnorm2d', 59, 28, 28, 44, 118), ('ELU', 59, 28, 28, 44, 0), ('conv2d', 76, 28, 28, 44, 40432), ('batchnorm2d', 76, 28, 28, 44, 152), ('ELU', 76, 28, 28, 44, 0), ('conv2d', 97, 28, 28, 44, 66445), ('batchnorm2d', 97, 28, 28, 44, 194), ('ELU', 97, 28, 28, 44, 0), ('conv2d', 126, 2... | ELU | 32,411,385 | 111,327,342 | 44 | 11,087 | 92.651515 | 0.925672 | 0.911561 | 0.23707 | 0.01819 | 28 | 28 | 0 | 1 | 1 | SUCCESSFUL | 0.44 | 14,506.8 | 424.68 | 14,931.92 |
input_channels:3_num_classes:388_depth:15_arch:pyramid_base_filters:80_batch:50_input_size:106_act:leaky_relu_dropout:0.18465681610337925_dropout:True_batchnorm:False.out | 15 | [('conv2d', 80, 106, 106, 50, 2240), ('LeakyReLU', 80, 106, 106, 50, 0), ('dropout', 80, 106, 106, 50, 0), ('conv2d', 99, 106, 106, 50, 71379), ('LeakyReLU', 99, 106, 106, 50, 0), ('dropout', 99, 106, 106, 50, 0), ('conv2d', 123, 106, 106, 50, 109716), ('LeakyReLU', 123, 106, 106, 50, 0), ('dropout', 123, 106, 106, 50,... | LeakyReLU | 274,621,501 | 56,664,968 | 50 | 40,157 | 40.833333 | 0.123 | 0 | 0 | 0.001 | 15 | 0 | 15 | 1 | 1 | OOM_CRASH | 6.5 | 139,679.5 | 216.16 | 139,902.16 |
input_channels:3_num_classes:529_depth:5_arch:hourglass_base_filters:19_batch:36_input_size:74_act:selu_dropout:0.3699313853599695_dropout:False_batchnorm:False.out | 5 | [('conv2d', 19, 74, 74, 36, 532), ('SELU', 19, 74, 74, 36, 0), ('conv2d', 197, 74, 74, 36, 33884), ('SELU', 197, 74, 74, 36, 0), ('conv2d', 430, 74, 74, 36, 762820), ('SELU', 430, 74, 74, 36, 0), ('conv2d', 90, 74, 74, 36, 348390), ('SELU', 90, 74, 74, 36, 0), ('conv2d', 19, 74, 74, 36, 15409), ('SELU', 19, 74, 74, 36,... | SELU | 8,269,837 | 1,171,615 | 36 | 4,599 | -1 | -1 | -1 | -1 | -1 | 5 | 0 | 0 | 1 | 1 | SUCCESSFUL | 2.16 | 3,407.04 | 4.47 | 3,413.67 |
input_channels:3_num_classes:792_depth:5_arch:uniform_base_filters:119_batch:60_input_size:104_act:selu_dropout:0.24965875877902738_dropout:True_batchnorm:True.out | 5 | [('conv2d', 119, 104, 104, 60, 3332), ('batchnorm2d', 119, 104, 104, 60, 238), ('SELU', 119, 104, 104, 60, 0), ('dropout', 119, 104, 104, 60, 0), ('conv2d', 119, 104, 104, 60, 127568), ('batchnorm2d', 119, 104, 104, 60, 238), ('SELU', 119, 104, 104, 60, 0), ('dropout', 119, 104, 104, 60, 0), ('conv2d', 119, 104, 104, 6... | SELU | 25,743,783 | 609,834 | 60 | 8,245 | 92.125 | 0.872138 | 0.881927 | 0.454327 | 0.042927 | 5 | 5 | 5 | 1 | 1 | SUCCESSFUL | 7.2 | 14,730.6 | 2.33 | 14,740.13 |
input_channels:1_num_classes:849_depth:3_arch:uniform_base_filters:22_batch:38_input_size:34_act:swish_dropout:0.30873231037378746_dropout:False_batchnorm:True.out | 3 | [('conv2d', 22, 34, 34, 38, 220), ('batchnorm2d', 22, 34, 34, 38, 44), ('SiLU', 22, 34, 34, 38, 0), ('conv2d', 22, 34, 34, 38, 4378), ('batchnorm2d', 22, 34, 34, 38, 44), ('SiLU', 22, 34, 34, 38, 0), ('conv2d', 22, 34, 34, 38, 4378), ('batchnorm2d', 22, 34, 34, 38, 44), ('SiLU', 22, 34, 34, 38, 0), ('adaptive_avg_pool2... | SiLU | 230,608 | 28,635 | 38 | 1,783 | -1 | -1 | -1 | -1 | -1 | 3 | 3 | 0 | 1 | 1 | SUCCESSFUL | 0 | 88.92 | 0.11 | 89.03 |
input_channels:3_num_classes:528_depth:17_arch:bottleneck_base_filters:120_batch:22_input_size:122_act:selu_dropout:0.2934771094190024_dropout:True_batchnorm:False.out | 17 | [('conv2d', 240, 122, 122, 22, 6720), ('SELU', 240, 122, 122, 22, 0), ('dropout', 240, 122, 122, 22, 0), ('conv2d', 120, 122, 122, 22, 259320), ('SELU', 120, 122, 122, 22, 0), ('dropout', 120, 122, 122, 22, 0), ('conv2d', 143, 122, 122, 22, 154583), ('SELU', 143, 122, 122, 22, 0), ('dropout', 143, 122, 122, 22, 0), ('c... | SELU | 454,113,611 | 75,006,270 | 22 | 40,319 | -1 | -1 | -1 | -1 | -1 | 17 | 0 | 17 | 1 | 1 | OOM_CRASH | 3.74 | 101,628.56 | 286.13 | 101,918.43 |
input_channels:1_num_classes:877_depth:9_arch:pyramid_base_filters:87_batch:22_input_size:76_act:selu_dropout:0.4964468552716489_dropout:True_batchnorm:True.out | 9 | [('conv2d', 87, 76, 76, 22, 870), ('batchnorm2d', 87, 76, 76, 22, 174), ('SELU', 87, 76, 76, 22, 0), ('dropout', 87, 76, 76, 22, 0), ('conv2d', 123, 76, 76, 22, 96432), ('batchnorm2d', 123, 76, 76, 22, 246), ('SELU', 123, 76, 76, 22, 0), ('dropout', 123, 76, 76, 22, 0), ('conv2d', 175, 76, 76, 22, 193900), ('batchnorm2... | SELU | 107,690,939 | 27,275,684 | 22 | 12,739 | 94.476923 | 0.921422 | 0.967185 | 0.27513 | 0.017786 | 9 | 9 | 9 | 1 | 1 | SUCCESSFUL | 0.44 | 22,594.22 | 104.05 | 22,698.71 |
input_channels:3_num_classes:564_depth:13_arch:gradual_base_filters:85_batch:32_input_size:130_act:swish_dropout:0.20016538651264773_dropout:False_batchnorm:False.out | 13 | [('conv2d', 85, 130, 130, 32, 2380), ('SiLU', 85, 130, 130, 32, 0), ('conv2d', 96, 130, 130, 32, 73536), ('SiLU', 96, 130, 130, 32, 0), ('conv2d', 108, 130, 130, 32, 93420), ('SiLU', 108, 130, 130, 32, 0), ('conv2d', 122, 130, 130, 32, 118706), ('SiLU', 122, 130, 130, 32, 0), ('conv2d', 138, 130, 130, 32, 151662), ('Si... | SiLU | 86,090,097 | 4,930,539 | 32 | 18,567 | -1 | -1 | -1 | -1 | -1 | 13 | 0 | 0 | 1 | 1 | SUCCESSFUL | 6.08 | 31,527.04 | 18.81 | 31,551.93 |
input_channels:3_num_classes:480_depth:6_arch:residual_base_filters:98_batch:24_input_size:24_act:swish_dropout:0.28243353240925007_dropout:True_batchnorm:False.out | 9 | [('conv2d', 98, 24, 24, 24, 392), ('conv2d', 98, 24, 24, 24, 2744), ('SiLU', 98, 24, 24, 24, 0), ('dropout', 98, 24, 24, 24, 0), ('conv2d', 98, 24, 24, 24, 86534), ('SiLU', 98, 24, 24, 24, 0), ('dropout', 98, 24, 24, 24, 0), ('conv2d', 162, 12, 12, 24, 16038), ('conv2d', 162, 12, 12, 24, 143046), ('SiLU', 162, 12, 12, ... | SiLU | 830,813 | 1,702,548 | 24 | 1,841 | 52.833333 | 0.495937 | 0.321054 | 0.1145 | 0.011491 | 9 | 0 | 6 | 1 | 1 | SUCCESSFUL | 0.24 | 239.04 | 6.49 | 245.77 |
input_channels:3_num_classes:484_depth:29_arch:pyramid_base_filters:57_batch:54_input_size:48_act:prelu_dropout:0.17657262531759665_dropout:True_batchnorm:True.out | 29 | [('conv2d', 57, 48, 48, 54, 1596), ('batchnorm2d', 57, 48, 48, 54, 114), ('PReLU', 57, 48, 48, 54, 0), ('dropout', 57, 48, 48, 54, 0), ('conv2d', 64, 48, 48, 54, 32896), ('batchnorm2d', 64, 48, 48, 54, 128), ('PReLU', 64, 48, 48, 54, 0), ('dropout', 64, 48, 48, 54, 0), ('conv2d', 72, 48, 48, 54, 41544), ('batchnorm2d',... | PReLU | 139,450,074 | 119,737,226 | 54 | 39,777 | -1 | -1 | -1 | -1 | -1 | 29 | 29 | 29 | 1 | 1 | SUCCESSFUL | 1.62 | 71,814.06 | 456.76 | 72,272.44 |
input_channels:3_num_classes:561_depth:20_arch:dense_base_filters:90_batch:12_input_size:88_act:mish_dropout:0.4105454127970941_dropout:True_batchnorm:True.out | 21 | [('conv2d', 32, 88, 88, 12, 896), ('batchnorm2d', 32, 88, 88, 12, 64), ('Mish', 32, 88, 88, 12, 0), ('dropout', 32, 88, 88, 12, 0), ('conv2d', 32, 88, 88, 12, 10112), ('batchnorm2d', 32, 88, 88, 12, 64), ('Mish', 32, 88, 88, 12, 0), ('dropout', 32, 88, 88, 12, 0), ('conv2d', 32, 88, 88, 12, 19328), ('batchnorm2d', 32, ... | Mish | 9,441,635 | 1,799,080 | 12 | 3,247 | 90.109375 | 0.858781 | 0.671815 | 0.313981 | 0.046698 | 21 | 21 | 20 | 1 | 1 | SUCCESSFUL | 1.08 | 1,480.92 | 6.86 | 1,488.86 |
input_channels:3_num_classes:576_depth:12_arch:hourglass_base_filters:121_batch:14_input_size:86_act:softplus_dropout:0.11980044241530044_dropout:True_batchnorm:True.out | 12 | [('conv2d', 121, 86, 86, 14, 3388), ('batchnorm2d', 121, 86, 86, 14, 242), ('Softplus', 121, 86, 86, 14, 0), ('dropout', 121, 86, 86, 14, 0), ('conv2d', 193, 86, 86, 14, 210370), ('batchnorm2d', 193, 86, 86, 14, 386), ('Softplus', 193, 86, 86, 14, 0), ('dropout', 193, 86, 86, 14, 0), ('conv2d', 310, 86, 86, 14, 538780)... | Softplus | 189,102,201 | 44,526,975 | 14 | 13,071 | -1 | -1 | -1 | -1 | -1 | 12 | 12 | 12 | 1 | 1 | SUCCESSFUL | 1.12 | 25,247.88 | 169.86 | 25,418.86 |
input_channels:3_num_classes:974_depth:25_arch:hourglass_base_filters:16_batch:50_input_size:126_act:relu_dropout:0.3383564948624608_dropout:True_batchnorm:False.out | 25 | [('conv2d', 16, 126, 126, 50, 448), ('ReLU', 16, 126, 126, 50, 0), ('dropout', 16, 126, 126, 50, 0), ('conv2d', 23, 126, 126, 50, 3335), ('ReLU', 23, 126, 126, 50, 0), ('dropout', 23, 126, 126, 50, 0), ('conv2d', 35, 126, 126, 50, 7280), ('ReLU', 35, 126, 126, 50, 0), ('dropout', 35, 126, 126, 50, 0), ('conv2d', 53, 12... | ReLU | 407,602,388 | 60,953,163 | 50 | 39,299 | -1 | -1 | -1 | -1 | -1 | 25 | 0 | 25 | 1 | 1 | OOM_CRASH | 9 | 207,317 | 232.52 | 207,558.52 |
input_channels:3_num_classes:143_depth:29_arch:gradual_base_filters:80_batch:26_input_size:178_act:prelu_dropout:0.45098697386472986_dropout:True_batchnorm:True.out | 29 | [('conv2d', 80, 178, 178, 26, 2240), ('batchnorm2d', 80, 178, 178, 26, 160), ('PReLU', 80, 178, 178, 26, 0), ('dropout', 80, 178, 178, 26, 0), ('conv2d', 84, 178, 178, 26, 60564), ('batchnorm2d', 84, 178, 178, 26, 168), ('PReLU', 84, 178, 178, 26, 0), ('dropout', 84, 178, 178, 26, 0), ('conv2d', 89, 178, 178, 26, 67373... | PReLU | 713,777,820 | 11,288,527 | 26 | 39,609 | 20.6 | 0.0616 | 0.001 | 0 | 0.006 | 29 | 29 | 29 | 1 | 1 | OOM_CRASH | 9.36 | 176,984.86 | 43.06 | 177,037.28 |
input_channels:3_num_classes:244_depth:9_arch:residual_base_filters:127_batch:8_input_size:68_act:prelu_dropout:0.2399629643188093_dropout:False_batchnorm:True.out | 12 | [('conv2d', 127, 68, 68, 8, 508), ('batchnorm2d', 127, 68, 68, 8, 254), ('conv2d', 127, 68, 68, 8, 3556), ('batchnorm2d', 127, 68, 68, 8, 254), ('PReLU', 127, 68, 68, 8, 0), ('conv2d', 127, 68, 68, 8, 145288), ('batchnorm2d', 127, 68, 68, 8, 254), ('PReLU', 127, 68, 68, 8, 0), ('conv2d', 172, 34, 34, 8, 22016), ('batch... | PReLU | 9,202,568 | 3,294,502 | 8 | 2,227 | 75.53125 | 0.777556 | 0.608589 | 0.238714 | 0.020036 | 12 | 12 | 0 | 1 | 1 | SUCCESSFUL | 0.4 | 772.32 | 12.57 | 785.29 |
input_channels:3_num_classes:394_depth:12_arch:residual_base_filters:114_batch:52_input_size:182_act:swish_dropout:0.2725790138030001_dropout:True_batchnorm:True.out | 18 | [('conv2d', 114, 182, 182, 52, 456), ('batchnorm2d', 114, 182, 182, 52, 228), ('conv2d', 114, 182, 182, 52, 3192), ('batchnorm2d', 114, 182, 182, 52, 228), ('SiLU', 114, 182, 182, 52, 0), ('dropout', 114, 182, 182, 52, 0), ('conv2d', 114, 182, 182, 52, 117078), ('batchnorm2d', 114, 182, 182, 52, 228), ('SiLU', 114, 182... | SiLU | 78,269,047 | 6,050,428 | 52 | 21,007 | 92.8125 | 0.925254 | 0.9194 | 0.449426 | 0.048509 | 18 | 18 | 12 | 1 | 1 | SUCCESSFUL | 19.76 | 40,367.08 | 23.08 | 40,409.92 |
input_channels:3_num_classes:945_depth:20_arch:residual_base_filters:50_batch:34_input_size:152_act:swish_dropout:0.3946233262747114_dropout:False_batchnorm:False.out | 30 | [('conv2d', 50, 152, 152, 34, 200), ('conv2d', 50, 152, 152, 34, 1400), ('SiLU', 50, 152, 152, 34, 0), ('conv2d', 50, 152, 152, 34, 22550), ('SiLU', 50, 152, 152, 34, 0), ('conv2d', 60, 76, 76, 34, 3060), ('conv2d', 60, 76, 76, 34, 27060), ('SiLU', 60, 76, 76, 34, 0), ('conv2d', 60, 76, 76, 34, 32460), ('SiLU', 60, 76,... | SiLU | 11,712,970 | 4,060,348 | 34 | 4,051 | -1 | -1 | -1 | -1 | -1 | 30 | 0 | 0 | 1 | 1 | SUCCESSFUL | 8.84 | 5,468.56 | 15.49 | 5,492.89 |
input_channels:3_num_classes:259_depth:13_arch:pyramid_base_filters:120_batch:6_input_size:32_act:prelu_dropout:0.4014891192182001_dropout:False_batchnorm:True.out | 13 | [('conv2d', 120, 32, 32, 6, 3360), ('batchnorm2d', 120, 32, 32, 6, 240), ('PReLU', 120, 32, 32, 6, 0), ('conv2d', 149, 32, 32, 6, 161069), ('batchnorm2d', 149, 32, 32, 6, 298), ('PReLU', 149, 32, 32, 6, 0), ('conv2d', 185, 32, 32, 6, 248270), ('batchnorm2d', 185, 32, 32, 6, 370), ('PReLU', 185, 32, 32, 6, 0), ('conv2d'... | PReLU | 24,267,892 | 55,548,981 | 6 | 3,321 | -1 | -1 | -1 | -1 | -1 | 13 | 13 | 0 | 1 | 1 | SUCCESSFUL | 0.06 | 1,481.16 | 211.9 | 1,693.12 |
input_channels:1_num_classes:910_depth:26_arch:pyramid_base_filters:94_batch:12_input_size:166_act:swish_dropout:0.3069266731344562_dropout:False_batchnorm:True.out | 26 | [('conv2d', 94, 166, 166, 12, 940), ('batchnorm2d', 94, 166, 166, 12, 188), ('SiLU', 94, 166, 166, 12, 0), ('conv2d', 105, 166, 166, 12, 88935), ('batchnorm2d', 105, 166, 166, 12, 210), ('SiLU', 105, 166, 166, 12, 0), ('conv2d', 119, 166, 166, 12, 112574), ('batchnorm2d', 119, 166, 166, 12, 238), ('SiLU', 119, 166, 166... | SiLU | 1,282,928,331 | 126,594,542 | 12 | 39,975 | 39.5 | 0.125 | 0 | 0 | 0.006 | 26 | 26 | 0 | 1 | 1 | OOM_CRASH | 1.32 | 156,607.32 | 482.92 | 157,091.56 |
input_channels:3_num_classes:381_depth:9_arch:bottleneck_base_filters:84_batch:46_input_size:200_act:leaky_relu_dropout:0.10590671270312449_dropout:False_batchnorm:True.out | 9 | [('conv2d', 168, 200, 200, 46, 4704), ('batchnorm2d', 168, 200, 200, 46, 336), ('LeakyReLU', 168, 200, 200, 46, 0), ('conv2d', 84, 200, 200, 46, 127092), ('batchnorm2d', 84, 200, 200, 46, 168), ('LeakyReLU', 84, 200, 200, 46, 0), ('conv2d', 125, 200, 200, 46, 94625), ('batchnorm2d', 125, 200, 200, 46, 250), ('LeakyReLU... | LeakyReLU | 500,042,135 | 21,278,556 | 46 | 37,641 | -1 | -1 | -1 | -1 | -1 | 9 | 9 | 0 | 1 | 1 | OOM_CRASH | 21.16 | 233,987.74 | 81.17 | 234,090.07 |
input_channels:1_num_classes:568_depth:26_arch:bottleneck_base_filters:98_batch:62_input_size:92_act:relu_dropout:0.30913154956434763_dropout:True_batchnorm:False.out | 26 | [('conv2d', 196, 92, 92, 62, 1960), ('ReLU', 196, 92, 92, 62, 0), ('dropout', 196, 92, 92, 62, 0), ('conv2d', 98, 92, 92, 62, 172970), ('ReLU', 98, 92, 92, 62, 0), ('dropout', 98, 92, 92, 62, 0), ('conv2d', 110, 92, 92, 62, 97130), ('ReLU', 110, 92, 92, 62, 0), ('dropout', 110, 92, 92, 62, 0), ('conv2d', 124, 92, 92, 6... | ReLU | 387,688,005 | 122,187,987 | 62 | 39,425 | 16.2 | 0.097 | 0.051 | 0.014 | 0.061 | 26 | 0 | 26 | 1 | 1 | OOM_CRASH | 1.86 | 244,513.12 | 466.11 | 244,981.09 |
input_channels:1_num_classes:316_depth:16_arch:hourglass_base_filters:90_batch:52_input_size:88_act:leaky_relu_dropout:0.12161550930026395_dropout:True_batchnorm:False.out | 16 | [('conv2d', 90, 88, 88, 52, 900), ('LeakyReLU', 90, 88, 88, 52, 0), ('dropout', 90, 88, 88, 52, 0), ('conv2d', 133, 88, 88, 52, 107863), ('LeakyReLU', 133, 88, 88, 52, 0), ('dropout', 133, 88, 88, 52, 0), ('conv2d', 196, 88, 88, 52, 234808), ('LeakyReLU', 196, 88, 88, 52, 0), ('dropout', 196, 88, 88, 52, 0), ('conv2d',... | LeakyReLU | 190,224,338 | 60,197,165 | 52 | 37,103 | -1 | -1 | -1 | -1 | -1 | 16 | 0 | 16 | 1 | 1 | SUCCESSFUL | 1.56 | 100,623.12 | 229.63 | 100,854.31 |
input_channels:3_num_classes:958_depth:18_arch:uniform_base_filters:109_batch:28_input_size:82_act:swish_dropout:0.11840072669983162_dropout:True_batchnorm:True.out | 18 | [('conv2d', 109, 82, 82, 28, 3052), ('batchnorm2d', 109, 82, 82, 28, 218), ('SiLU', 109, 82, 82, 28, 0), ('dropout', 109, 82, 82, 28, 0), ('conv2d', 109, 82, 82, 28, 107038), ('batchnorm2d', 109, 82, 82, 28, 218), ('SiLU', 109, 82, 82, 28, 0), ('dropout', 109, 82, 82, 28, 0), ('conv2d', 109, 82, 82, 28, 107038), ('batc... | SiLU | 52,771,977 | 1,932,002 | 28 | 6,909 | 91.453125 | 0.908985 | 0.898189 | 0.445019 | 0.037691 | 18 | 18 | 18 | 1 | 1 | SUCCESSFUL | 2.24 | 14,091.56 | 7.37 | 14,101.17 |
input_channels:1_num_classes:796_depth:26_arch:uniform_base_filters:106_batch:52_input_size:168_act:swish_dropout:0.2827160159329529_dropout:True_batchnorm:True.out | 26 | [('conv2d', 106, 168, 168, 52, 1060), ('batchnorm2d', 106, 168, 168, 52, 212), ('SiLU', 106, 168, 168, 52, 0), ('dropout', 106, 168, 168, 52, 0), ('conv2d', 106, 168, 168, 52, 101230), ('batchnorm2d', 106, 168, 168, 52, 212), ('SiLU', 106, 168, 168, 52, 0), ('dropout', 106, 168, 168, 52, 0), ('conv2d', 106, 168, 168, 5... | SiLU | 311,143,074 | 2,622,494 | 52 | 40,033 | 19.833333 | 0.1755 | 0.131667 | 0.053 | 0.0275 | 26 | 26 | 26 | 1 | 1 | OOM_CRASH | 5.72 | 154,299.08 | 10 | 154,314.8 |
input_channels:3_num_classes:730_depth:3_arch:bottleneck_base_filters:103_batch:20_input_size:206_act:mish_dropout:0.305665620818719_dropout:True_batchnorm:True.out | 3 | [('conv2d', 206, 206, 206, 20, 5768), ('batchnorm2d', 206, 206, 206, 20, 412), ('Mish', 206, 206, 206, 20, 0), ('dropout', 206, 206, 206, 20, 0), ('conv2d', 103, 206, 206, 20, 191065), ('batchnorm2d', 103, 206, 206, 20, 206), ('Mish', 103, 206, 206, 20, 0), ('dropout', 103, 206, 206, 20, 0), ('conv2d', 459, 206, 206, 2... | Mish | 130,365,311 | 960,121 | 20 | 14,939 | 94.484375 | 0.930492 | 0.898073 | 0.497 | 0.081259 | 3 | 3 | 3 | 1 | 1 | SUCCESSFUL | 9.8 | 24,865.2 | 3.66 | 24,878.66 |
input_channels:3_num_classes:921_depth:27_arch:bottleneck_base_filters:83_batch:36_input_size:116_act:tanh_dropout:0.3961548947896737_dropout:False_batchnorm:True.out | 27 | [('conv2d', 166, 116, 116, 36, 4648), ('batchnorm2d', 166, 116, 116, 36, 332), ('Tanh', 166, 116, 116, 36, 0), ('conv2d', 83, 116, 116, 36, 124085), ('batchnorm2d', 83, 116, 116, 36, 166), ('Tanh', 83, 116, 116, 36, 0), ('conv2d', 93, 116, 116, 36, 69564), ('batchnorm2d', 93, 116, 116, 36, 186), ('Tanh', 93, 116, 116, ... | Tanh | 610,610,020 | 120,767,946 | 36 | 38,515 | 10.6 | 0.11975 | 0.282 | 0.109 | 0 | 27 | 27 | 0 | 1 | 1 | OOM_CRASH | 5.4 | 223,611.84 | 460.69 | 224,077.93 |
input_channels:3_num_classes:847_depth:4_arch:dense_base_filters:89_batch:32_input_size:210_act:leaky_relu_dropout:0.3196467712523273_dropout:False_batchnorm:True.out | 4 | [('conv2d', 32, 210, 210, 32, 896), ('batchnorm2d', 32, 210, 210, 32, 64), ('LeakyReLU', 32, 210, 210, 32, 0), ('conv2d', 32, 210, 210, 32, 10112), ('batchnorm2d', 32, 210, 210, 32, 64), ('LeakyReLU', 32, 210, 210, 32, 0), ('conv2d', 32, 210, 210, 32, 19328), ('batchnorm2d', 32, 210, 210, 32, 64), ('LeakyReLU', 32, 210... | LeakyReLU | 16,936,225 | 170,940 | 32 | 7,851 | 91.52381 | 0.892714 | 0.678418 | 0.365685 | 0.108911 | 4 | 4 | 0 | 1 | 1 | SUCCESSFUL | 16 | 6,923.52 | 0.65 | 6,940.17 |
input_channels:3_num_classes:786_depth:15_arch:hourglass_base_filters:90_batch:60_input_size:28_act:prelu_dropout:0.15888708436993754_dropout:False_batchnorm:True.out | 15 | [('conv2d', 90, 28, 28, 60, 2520), ('batchnorm2d', 90, 28, 28, 60, 180), ('PReLU', 90, 28, 28, 60, 0), ('conv2d', 140, 28, 28, 60, 113540), ('batchnorm2d', 140, 28, 28, 60, 280), ('PReLU', 140, 28, 28, 60, 0), ('conv2d', 219, 28, 28, 60, 276159), ('batchnorm2d', 219, 28, 28, 60, 438), ('PReLU', 219, 28, 28, 60, 0), ('c... | PReLU | 17,806,302 | 54,516,066 | 60 | 8,069 | 92.246154 | 0.909578 | 0.917167 | 0.252648 | 0.009782 | 15 | 15 | 0 | 1 | 1 | SUCCESSFUL | 0.6 | 10,867.8 | 207.96 | 11,076.36 |
input_channels:1_num_classes:140_depth:6_arch:hourglass_base_filters:53_batch:58_input_size:182_act:gelu_dropout:0.36769890553882567_dropout:False_batchnorm:True.out | 6 | [('conv2d', 53, 182, 182, 58, 530), ('batchnorm2d', 53, 182, 182, 58, 106), ('GELU', 53, 182, 182, 58, 0), ('conv2d', 179, 182, 182, 58, 85562), ('batchnorm2d', 179, 182, 182, 58, 358), ('GELU', 179, 182, 182, 58, 0), ('conv2d', 605, 182, 182, 58, 975260), ('batchnorm2d', 605, 182, 182, 58, 1210), ('GELU', 605, 182, 18... | GELU | 166,349,061 | 5,427,360 | 58 | 39,865 | 32.2 | 0.11 | 0 | 0 | 0.014 | 6 | 6 | 0 | 1 | 1 | OOM_CRASH | 7.54 | 98,147.02 | 20.7 | 98,175.26 |
input_channels:3_num_classes:849_depth:15_arch:gradual_base_filters:90_batch:16_input_size:156_act:tanh_dropout:0.4105692365276207_dropout:True_batchnorm:False.out | 15 | [('conv2d', 90, 156, 156, 16, 2520), ('Tanh', 90, 156, 156, 16, 0), ('dropout', 90, 156, 156, 16, 0), ('conv2d', 99, 156, 156, 16, 80289), ('Tanh', 99, 156, 156, 16, 0), ('dropout', 99, 156, 156, 16, 0), ('conv2d', 110, 156, 156, 16, 98120), ('Tanh', 110, 156, 156, 16, 0), ('dropout', 110, 156, 156, 16, 0), ('conv2d', ... | Tanh | 225,231,764 | 6,419,311 | 16 | 17,151 | 92.661538 | 0.930662 | 0.941625 | 0.372655 | 0.012 | 15 | 0 | 15 | 1 | 1 | SUCCESSFUL | 4.48 | 36,658.72 | 24.49 | 36,687.69 |
input_channels:1_num_classes:376_depth:23_arch:residual_base_filters:36_batch:38_input_size:32_act:relu_dropout:0.3420434179936367_dropout:True_batchnorm:False.out | 18 | [('conv2d', 36, 32, 32, 38, 72), ('conv2d', 36, 32, 32, 38, 360), ('ReLU', 36, 32, 32, 38, 0), ('dropout', 36, 32, 32, 38, 0), ('conv2d', 36, 32, 32, 38, 11700), ('ReLU', 36, 32, 32, 38, 0), ('dropout', 36, 32, 32, 38, 0), ('conv2d', 42, 16, 16, 38, 1554), ('conv2d', 42, 16, 16, 38, 13650), ('ReLU', 42, 16, 16, 38, 0),... | ReLU | 494,310 | 402,942 | 38 | 1,771 | 34.53125 | 0.344619 | 0.163466 | 0.051483 | 0.012439 | 18 | 0 | 12 | 1 | 1 | SUCCESSFUL | 0 | 224.96 | 1.54 | 226.5 |
input_channels:1_num_classes:247_depth:13_arch:residual_base_filters:109_batch:24_input_size:120_act:gelu_dropout:0.2671884922322525_dropout:True_batchnorm:True.out | 18 | [('conv2d', 109, 120, 120, 24, 218), ('batchnorm2d', 109, 120, 120, 24, 218), ('conv2d', 109, 120, 120, 24, 1090), ('batchnorm2d', 109, 120, 120, 24, 218), ('GELU', 109, 120, 120, 24, 0), ('dropout', 109, 120, 120, 24, 0), ('conv2d', 109, 120, 120, 24, 107038), ('batchnorm2d', 109, 120, 120, 24, 218), ('GELU', 109, 120... | GELU | 31,842,830 | 4,927,381 | 24 | 5,601 | 90.184615 | 0.909222 | 0.844759 | 0.386833 | 0.046648 | 18 | 18 | 12 | 1 | 1 | SUCCESSFUL | 1.2 | 7,579.68 | 18.8 | 7,599.68 |
input_channels:1_num_classes:701_depth:20_arch:residual_base_filters:81_batch:36_input_size:212_act:leaky_relu_dropout:0.47837839302742136_dropout:True_batchnorm:False.out | 30 | [('conv2d', 81, 212, 212, 36, 162), ('conv2d', 81, 212, 212, 36, 810), ('LeakyReLU', 81, 212, 212, 36, 0), ('dropout', 81, 212, 212, 36, 0), ('conv2d', 81, 212, 212, 36, 59130), ('LeakyReLU', 81, 212, 212, 36, 0), ('dropout', 81, 212, 212, 36, 0), ('conv2d', 95, 106, 106, 36, 7790), ('conv2d', 95, 106, 106, 36, 69350),... | LeakyReLU | 50,166,891 | 7,468,279 | 36 | 10,009 | 93.203125 | 0.904687 | 0.90183 | 0.514283 | 0.035963 | 30 | 0 | 20 | 1 | 1 | SUCCESSFUL | 6.12 | 21,652.2 | 28.49 | 21,686.81 |
input_channels:1_num_classes:632_depth:15_arch:bottleneck_base_filters:88_batch:50_input_size:128_act:prelu_dropout:0.2593714058776715_dropout:False_batchnorm:False.out | 15 | [('conv2d', 176, 128, 128, 50, 1760), ('PReLU', 176, 128, 128, 50, 0), ('conv2d', 88, 128, 128, 50, 139480), ('PReLU', 88, 128, 128, 50, 0), ('conv2d', 110, 128, 128, 50, 87230), ('PReLU', 110, 128, 128, 50, 0), ('conv2d', 137, 128, 128, 50, 135767), ('PReLU', 137, 128, 128, 50, 0), ('conv2d', 172, 128, 128, 50, 212248... | PReLU | 260,344,659 | 54,080,760 | 50 | 38,689 | 28.75 | 0.176 | 0.342 | 0.079 | 0.008 | 15 | 0 | 0 | 1 | 1 | OOM_CRASH | 3 | 148,970 | 206.3 | 149,179.3 |
input_channels:3_num_classes:900_depth:11_arch:gradual_base_filters:22_batch:16_input_size:24_act:prelu_dropout:0.13629239948865066_dropout:False_batchnorm:True.out | 11 | [('conv2d', 22, 24, 24, 16, 616), ('batchnorm2d', 22, 24, 24, 16, 44), ('PReLU', 22, 24, 24, 16, 0), ('conv2d', 27, 24, 24, 16, 5373), ('batchnorm2d', 27, 24, 24, 16, 54), ('PReLU', 27, 24, 24, 16, 0), ('conv2d', 33, 24, 24, 16, 8052), ('batchnorm2d', 33, 24, 24, 16, 66), ('PReLU', 33, 24, 24, 16, 0), ('conv2d', 40, 24... | PReLU | 1,431,028 | 789,198 | 16 | 1,881 | -1 | -1 | -1 | -1 | -1 | 11 | 11 | 0 | 1 | 1 | SUCCESSFUL | 0.16 | 232.8 | 3.01 | 235.97 |
input_channels:1_num_classes:562_depth:16_arch:pyramid_base_filters:127_batch:4_input_size:154_act:prelu_dropout:0.22185963872463882_dropout:False_batchnorm:True.out | 16 | [('conv2d', 127, 154, 154, 4, 1270), ('batchnorm2d', 127, 154, 154, 4, 254), ('PReLU', 127, 154, 154, 4, 0), ('conv2d', 151, 154, 154, 4, 172744), ('batchnorm2d', 151, 154, 154, 4, 302), ('PReLU', 151, 154, 154, 4, 0), ('conv2d', 179, 154, 154, 4, 243440), ('batchnorm2d', 179, 154, 154, 4, 358), ('PReLU', 179, 154, 154... | PReLU | 719,380,273 | 76,795,278 | 4 | 21,097 | -1 | -1 | -1 | -1 | -1 | 16 | 16 | 0 | 1 | 1 | SUCCESSFUL | 0.36 | 29,271.64 | 292.95 | 29,564.95 |
input_channels:1_num_classes:858_depth:28_arch:bottleneck_base_filters:61_batch:54_input_size:210_act:softplus_dropout:0.3080887444745063_dropout:False_batchnorm:False.out | 28 | [('conv2d', 122, 210, 210, 54, 1220), ('Softplus', 122, 210, 210, 54, 0), ('conv2d', 61, 210, 210, 54, 67039), ('Softplus', 61, 210, 210, 54, 0), ('conv2d', 69, 210, 210, 54, 37950), ('Softplus', 69, 210, 210, 54, 0), ('conv2d', 79, 210, 210, 54, 49138), ('Softplus', 79, 210, 210, 54, 0), ('conv2d', 90, 210, 210, 54, 6... | Softplus | 1,270,700,914 | 112,878,067 | 54 | 39,859 | 31.666667 | 0.229333 | 0.291 | 0.097667 | 0.016 | 28 | 0 | 0 | 1 | 1 | OOM_CRASH | 9.18 | 785,268 | 430.6 | 785,707.78 |
input_channels:1_num_classes:339_depth:11_arch:dense_base_filters:64_batch:60_input_size:112_act:selu_dropout:0.4414684804864618_dropout:False_batchnorm:True.out | 9 | [('conv2d', 32, 112, 112, 60, 320), ('batchnorm2d', 32, 112, 112, 60, 64), ('SELU', 32, 112, 112, 60, 0), ('conv2d', 32, 112, 112, 60, 9536), ('batchnorm2d', 32, 112, 112, 60, 64), ('SELU', 32, 112, 112, 60, 0), ('conv2d', 32, 112, 112, 60, 18752), ('batchnorm2d', 32, 112, 112, 60, 64), ('SELU', 32, 112, 112, 60, 0), (... | SELU | 8,430,438 | 260,115 | 60 | 6,221 | 87.765625 | 0.858714 | 0.691389 | 0.355556 | 0.091439 | 9 | 9 | 0 | 1 | 1 | SUCCESSFUL | 3 | 6,345.6 | 0.99 | 6,349.59 |
input_channels:3_num_classes:270_depth:10_arch:bottleneck_base_filters:62_batch:4_input_size:208_act:swish_dropout:0.30305657129535946_dropout:True_batchnorm:True.out | 10 | [('conv2d', 124, 208, 208, 4, 3472), ('batchnorm2d', 124, 208, 208, 4, 248), ('SiLU', 124, 208, 208, 4, 0), ('dropout', 124, 208, 208, 4, 0), ('conv2d', 62, 208, 208, 4, 69254), ('batchnorm2d', 62, 208, 208, 4, 124), ('SiLU', 62, 208, 208, 4, 0), ('dropout', 62, 208, 208, 4, 0), ('conv2d', 91, 208, 208, 4, 50869), ('ba... | SiLU | 744,315,784 | 22,159,833 | 4 | 17,509 | -1 | -1 | -1 | -1 | -1 | 10 | 10 | 10 | 1 | 1 | SUCCESSFUL | 2 | 28,393.36 | 84.53 | 28,479.89 |
input_channels:3_num_classes:295_depth:16_arch:hourglass_base_filters:85_batch:56_input_size:98_act:gelu_dropout:0.1052414251440259_dropout:True_batchnorm:False.out | 16 | [('conv2d', 85, 98, 98, 56, 2380), ('GELU', 85, 98, 98, 56, 0), ('dropout', 85, 98, 98, 56, 0), ('conv2d', 126, 98, 98, 56, 96516), ('GELU', 126, 98, 98, 56, 0), ('dropout', 126, 98, 98, 56, 0), ('conv2d', 188, 98, 98, 56, 213380), ('GELU', 188, 98, 98, 56, 0), ('dropout', 188, 98, 98, 56, 0), ('conv2d', 280, 98, 98, 5... | GELU | 231,418,659 | 58,578,384 | 56 | 40,351 | 59.846154 | 0.569182 | 0.874714 | 0.244857 | 0.212125 | 16 | 0 | 16 | 1 | 1 | OOM_CRASH | 6.16 | 131,830.16 | 223.46 | 132,059.78 |
input_channels:3_num_classes:176_depth:12_arch:dense_base_filters:94_batch:24_input_size:122_act:relu_dropout:0.27029909526290385_dropout:True_batchnorm:True.out | 13 | [('conv2d', 32, 122, 122, 24, 896), ('batchnorm2d', 32, 122, 122, 24, 64), ('ReLU', 32, 122, 122, 24, 0), ('dropout', 32, 122, 122, 24, 0), ('conv2d', 32, 122, 122, 24, 10112), ('batchnorm2d', 32, 122, 122, 24, 64), ('ReLU', 32, 122, 122, 24, 0), ('dropout', 32, 122, 122, 24, 0), ('conv2d', 32, 122, 122, 24, 19328), ('... | ReLU | 14,333,965 | 533,094 | 24 | 4,581 | 88.938462 | 0.883175 | 0.747556 | 0.374889 | 0.108855 | 13 | 13 | 12 | 1 | 1 | SUCCESSFUL | 4.08 | 4,120.8 | 2.03 | 4,126.91 |
input_channels:1_num_classes:215_depth:21_arch:pyramid_base_filters:85_batch:46_input_size:22_act:leaky_relu_dropout:0.17610559785192856_dropout:False_batchnorm:True.out | 21 | [('conv2d', 85, 22, 22, 46, 850), ('batchnorm2d', 85, 22, 22, 46, 170), ('LeakyReLU', 85, 22, 22, 46, 0), ('conv2d', 98, 22, 22, 46, 75068), ('batchnorm2d', 98, 22, 22, 46, 196), ('LeakyReLU', 98, 22, 22, 46, 0), ('conv2d', 115, 22, 22, 46, 101545), ('batchnorm2d', 115, 22, 22, 46, 230), ('LeakyReLU', 115, 22, 22, 46, ... | LeakyReLU | 17,410,218 | 91,768,911 | 46 | 7,655 | -1 | -1 | -1 | -1 | -1 | 21 | 21 | 0 | 1 | 1 | SUCCESSFUL | 0 | 8,146.6 | 350.07 | 8,496.67 |
input_channels:1_num_classes:552_depth:18_arch:residual_base_filters:26_batch:36_input_size:42_act:gelu_dropout:0.16535607523145082_dropout:True_batchnorm:False.out | 18 | [('conv2d', 26, 42, 42, 36, 52), ('conv2d', 26, 42, 42, 36, 260), ('GELU', 26, 42, 42, 36, 0), ('dropout', 26, 42, 42, 36, 0), ('conv2d', 26, 42, 42, 36, 6110), ('GELU', 26, 42, 42, 36, 0), ('dropout', 26, 42, 42, 36, 0), ('conv2d', 33, 21, 21, 36, 891), ('conv2d', 33, 21, 21, 36, 7755), ('GELU', 33, 21, 21, 36, 0), ('... | GELU | 678,175 | 356,442 | 36 | 1,797 | 46.630769 | 0.447078 | 0.228569 | 0.074397 | 0.030088 | 18 | 0 | 12 | 1 | 1 | SUCCESSFUL | 0.36 | 292.68 | 1.36 | 294.4 |
input_channels:3_num_classes:940_depth:3_arch:uniform_base_filters:109_batch:14_input_size:62_act:gelu_dropout:0.2707037299467515_dropout:True_batchnorm:False.out | 3 | [('conv2d', 109, 62, 62, 14, 3052), ('GELU', 109, 62, 62, 14, 0), ('dropout', 109, 62, 62, 14, 0), ('conv2d', 109, 62, 62, 14, 107038), ('GELU', 109, 62, 62, 14, 0), ('dropout', 109, 62, 62, 14, 0), ('conv2d', 109, 62, 62, 14, 107038), ('GELU', 109, 62, 62, 14, 0), ('dropout', 109, 62, 62, 14, 0), ('adaptive_avg_pool2d... | GELU | 3,772,953 | 320,528 | 14 | 1,997 | -1 | -1 | -1 | -1 | -1 | 3 | 0 | 3 | 1 | 1 | SUCCESSFUL | 0.56 | 537.32 | 1.22 | 539.1 |
input_channels:3_num_classes:731_depth:23_arch:dense_base_filters:34_batch:52_input_size:136_act:softplus_dropout:0.32164202158416144_dropout:False_batchnorm:False.out | 21 | [('conv2d', 32, 136, 136, 52, 896), ('Softplus', 32, 136, 136, 52, 0), ('conv2d', 32, 136, 136, 52, 10112), ('Softplus', 32, 136, 136, 52, 0), ('conv2d', 32, 136, 136, 52, 19328), ('Softplus', 32, 136, 136, 52, 0), ('conv2d', 32, 136, 136, 52, 28544), ('Softplus', 32, 136, 136, 52, 0), ('conv2d', 65, 136, 136, 52, 8580... | Softplus | 11,876,471 | 1,895,930 | 52 | 13,893 | 93.092308 | 0.895859 | 0.900545 | 0.464 | 0.140211 | 21 | 0 | 0 | 1 | 1 | SUCCESSFUL | 10.92 | 11,092.12 | 7.23 | 11,110.27 |
input_channels:3_num_classes:735_depth:9_arch:residual_base_filters:79_batch:12_input_size:196_act:relu_dropout:0.2096125964983238_dropout:False_batchnorm:False.out | 12 | [('conv2d', 79, 196, 196, 12, 316), ('conv2d', 79, 196, 196, 12, 2212), ('ReLU', 79, 196, 196, 12, 0), ('conv2d', 79, 196, 196, 12, 56248), ('ReLU', 79, 196, 196, 12, 0), ('conv2d', 113, 98, 98, 12, 9040), ('conv2d', 113, 98, 98, 12, 80456), ('ReLU', 113, 98, 98, 12, 0), ('conv2d', 113, 98, 98, 12, 115034), ('ReLU', 11... | ReLU | 31,178,688 | 1,721,798 | 12 | 4,355 | -1 | -1 | -1 | -1 | -1 | 12 | 0 | 0 | 1 | 1 | SUCCESSFUL | 5.28 | 5,137.92 | 6.57 | 5,149.77 |
input_channels:3_num_classes:551_depth:13_arch:gradual_base_filters:82_batch:28_input_size:174_act:swish_dropout:0.41939246141278974_dropout:True_batchnorm:False.out | 13 | [('conv2d', 82, 174, 174, 28, 2296), ('SiLU', 82, 174, 174, 28, 0), ('dropout', 82, 174, 174, 28, 0), ('conv2d', 92, 174, 174, 28, 67988), ('SiLU', 92, 174, 174, 28, 0), ('dropout', 92, 174, 174, 28, 0), ('conv2d', 105, 174, 174, 28, 87045), ('SiLU', 105, 174, 174, 28, 0), ('dropout', 105, 174, 174, 28, 0), ('conv2d', ... | SiLU | 225,436,560 | 4,693,837 | 28 | 29,557 | 94.34375 | 0.921369 | 0.955691 | 0.389345 | 0.023455 | 13 | 0 | 13 | 1 | 1 | SUCCESSFUL | 9.8 | 64,211.28 | 17.91 | 64,238.99 |
input_channels:3_num_classes:501_depth:16_arch:bottleneck_base_filters:31_batch:44_input_size:170_act:mish_dropout:0.3438762444708058_dropout:True_batchnorm:False.out | 16 | [('conv2d', 62, 170, 170, 44, 1736), ('Mish', 62, 170, 170, 44, 0), ('dropout', 62, 170, 170, 44, 0), ('conv2d', 31, 170, 170, 44, 17329), ('Mish', 31, 170, 170, 44, 0), ('dropout', 31, 170, 170, 44, 0), ('conv2d', 40, 170, 170, 44, 11200), ('Mish', 40, 170, 170, 44, 0), ('dropout', 40, 170, 170, 44, 0), ('conv2d', 54,... | Mish | 547,252,950 | 38,869,677 | 44 | 39,789 | 13.2 | 0.0455 | 0.221 | 0.05 | 0 | 16 | 0 | 16 | 1 | 1 | OOM_CRASH | 14.52 | 244,945.36 | 148.28 | 245,108.16 |
input_channels:1_num_classes:47_depth:6_arch:dense_base_filters:100_batch:34_input_size:24_act:leaky_relu_dropout:0.20504516485432342_dropout:False_batchnorm:False.out | 4 | [('conv2d', 32, 24, 24, 34, 320), ('LeakyReLU', 32, 24, 24, 34, 0), ('conv2d', 32, 24, 24, 34, 9536), ('LeakyReLU', 32, 24, 24, 34, 0), ('conv2d', 32, 24, 24, 34, 18752), ('LeakyReLU', 32, 24, 24, 34, 0), ('conv2d', 32, 24, 24, 34, 27968), ('LeakyReLU', 32, 24, 24, 34, 0), ('adaptive_avg_pool2d', 0, 0, 129, 34, 0), ('l... | LeakyReLU | 147,679 | 62,686 | 34 | 1,777 | -1 | -1 | -1 | -1 | -1 | 4 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0 | 76.84 | 0.24 | 77.08 |
input_channels:1_num_classes:988_depth:15_arch:gradual_base_filters:55_batch:58_input_size:190_act:leaky_relu_dropout:0.11620436019134202_dropout:True_batchnorm:True.out | 15 | [('conv2d', 55, 190, 190, 58, 550), ('batchnorm2d', 55, 190, 190, 58, 110), ('LeakyReLU', 55, 190, 190, 58, 0), ('dropout', 55, 190, 190, 58, 0), ('conv2d', 62, 190, 190, 58, 30752), ('batchnorm2d', 62, 190, 190, 58, 124), ('LeakyReLU', 62, 190, 190, 58, 0), ('dropout', 62, 190, 190, 58, 0), ('conv2d', 69, 190, 190, 58... | LeakyReLU | 315,083,073 | 3,463,408 | 58 | 39,563 | 12.285714 | 0.0528 | 0 | 0 | 0.031 | 15 | 15 | 15 | 1 | 1 | OOM_CRASH | 8.12 | 174,281.88 | 13.21 | 174,303.21 |
input_channels:1_num_classes:235_depth:14_arch:hourglass_base_filters:98_batch:10_input_size:2_act:mish_dropout:0.1855796925854969_dropout:False_batchnorm:False.out | 0 | [] | null | 0 | 0 | 10 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | SUCCESSFUL | 0 | 0 | 0 | 0 |
input_channels:1_num_classes:354_depth:5_arch:bottleneck_base_filters:83_batch:32_input_size:120_act:mish_dropout:0.13764020111240818_dropout:True_batchnorm:True.out | 5 | [('conv2d', 166, 120, 120, 32, 1660), ('batchnorm2d', 166, 120, 120, 32, 332), ('Mish', 166, 120, 120, 32, 0), ('dropout', 166, 120, 120, 32, 0), ('conv2d', 83, 120, 120, 32, 124085), ('batchnorm2d', 83, 120, 120, 32, 166), ('Mish', 83, 120, 120, 32, 0), ('dropout', 83, 120, 120, 32, 0), ('conv2d', 184, 120, 120, 32, 1... | Mish | 101,550,426 | 4,679,775 | 32 | 18,347 | 93.34375 | 0.917406 | 0.917704 | 0.336434 | 0.046527 | 5 | 5 | 5 | 1 | 1 | SUCCESSFUL | 1.6 | 30,990.72 | 17.85 | 31,010.17 |
input_channels:1_num_classes:782_depth:17_arch:gradual_base_filters:61_batch:18_input_size:92_act:mish_dropout:0.2708190536716335_dropout:False_batchnorm:False.out | 17 | [('conv2d', 61, 92, 92, 18, 610), ('Mish', 61, 92, 92, 18, 0), ('conv2d', 67, 92, 92, 18, 36850), ('Mish', 67, 92, 92, 18, 0), ('conv2d', 75, 92, 92, 18, 45300), ('Mish', 75, 92, 92, 18, 0), ('conv2d', 83, 92, 92, 18, 56108), ('Mish', 83, 92, 92, 18, 0), ('conv2d', 92, 92, 92, 18, 68816), ('Mish', 92, 92, 92, 18, 0), (... | Mish | 45,351,994 | 4,486,187 | 18 | 6,805 | 93.584615 | 0.914016 | 0.899862 | 0.356034 | 0.041768 | 17 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0.54 | 9,342.18 | 17.11 | 9,359.83 |
input_channels:1_num_classes:391_depth:26_arch:gradual_base_filters:92_batch:6_input_size:222_act:prelu_dropout:0.4588682674518151_dropout:False_batchnorm:False.out | 26 | [('conv2d', 92, 222, 222, 6, 920), ('PReLU', 92, 222, 222, 6, 0), ('conv2d', 97, 222, 222, 6, 80413), ('PReLU', 97, 222, 222, 6, 0), ('conv2d', 103, 222, 222, 6, 90022), ('PReLU', 103, 222, 222, 6, 0), ('conv2d', 110, 222, 222, 6, 102080), ('PReLU', 110, 222, 222, 6, 0), ('conv2d', 116, 222, 222, 6, 114956), ('PReLU', ... | PReLU | 547,152,158 | 12,085,322 | 6 | 23,317 | 94.092308 | 0.939262 | 0.903649 | 0.344316 | 0.024911 | 26 | 0 | 0 | 1 | 1 | SUCCESSFUL | 1.14 | 37,569.9 | 46.1 | 37,617.14 |
input_channels:1_num_classes:740_depth:14_arch:hourglass_base_filters:106_batch:50_input_size:4_act:softplus_dropout:0.3692841935831195_dropout:False_batchnorm:True.out | 0 | [] | null | 0 | 0 | 50 | 0 | 39.5 | 0.123 | 0 | 0 | 0.013 | 0 | 0 | 0 | 0 | 0 | SUCCESSFUL | 0 | 0 | 0 | 0 |
input_channels:3_num_classes:89_depth:25_arch:uniform_base_filters:86_batch:46_input_size:22_act:softplus_dropout:0.12084596729412836_dropout:True_batchnorm:True.out | 25 | [('conv2d', 86, 22, 22, 46, 2408), ('batchnorm2d', 86, 22, 22, 46, 172), ('Softplus', 86, 22, 22, 46, 0), ('dropout', 86, 22, 22, 46, 0), ('conv2d', 86, 22, 22, 46, 66650), ('batchnorm2d', 86, 22, 22, 46, 172), ('Softplus', 86, 22, 22, 46, 0), ('dropout', 86, 22, 22, 46, 0), ('conv2d', 86, 22, 22, 46, 66650), ('batchno... | Softplus | 4,162,664 | 1,614,051 | 46 | 2,535 | -1 | -1 | -1 | -1 | -1 | 25 | 25 | 25 | 1 | 1 | SUCCESSFUL | 0.46 | 1,826.2 | 6.16 | 1,832.82 |
input_channels:3_num_classes:622_depth:19_arch:dense_base_filters:127_batch:38_input_size:112_act:gelu_dropout:0.2443766473582223_dropout:False_batchnorm:False.out | 17 | [('conv2d', 32, 112, 112, 38, 896), ('GELU', 32, 112, 112, 38, 0), ('conv2d', 32, 112, 112, 38, 10112), ('GELU', 32, 112, 112, 38, 0), ('conv2d', 32, 112, 112, 38, 19328), ('GELU', 32, 112, 112, 38, 0), ('conv2d', 32, 112, 112, 38, 28544), ('GELU', 32, 112, 112, 38, 0), ('conv2d', 65, 112, 112, 38, 8580), ('ReLU', 65, ... | GELU | 7,252,125 | 1,180,640 | 38 | 6,639 | 90.630769 | 0.862815 | 0.830074 | 0.424111 | 0.121426 | 17 | 0 | 0 | 1 | 1 | SUCCESSFUL | 5.32 | 4,623.84 | 4.5 | 4,633.66 |
input_channels:1_num_classes:749_depth:22_arch:pyramid_base_filters:27_batch:4_input_size:2_act:softplus_dropout:0.2013728276178609_dropout:False_batchnorm:True.out | 0 | [] | null | 0 | 0 | 4 | 0 | 16 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | SUCCESSFUL | 0 | 0 | 0 | 0 |
input_channels:1_num_classes:916_depth:14_arch:gradual_base_filters:59_batch:22_input_size:40_act:mish_dropout:0.4735044141334601_dropout:True_batchnorm:True.out | 14 | [('conv2d', 59, 40, 40, 22, 590), ('batchnorm2d', 59, 40, 40, 22, 118), ('Mish', 59, 40, 40, 22, 0), ('dropout', 59, 40, 40, 22, 0), ('conv2d', 66, 40, 40, 22, 35112), ('batchnorm2d', 66, 40, 40, 22, 132), ('Mish', 66, 40, 40, 22, 0), ('dropout', 66, 40, 40, 22, 0), ('conv2d', 76, 40, 40, 22, 45220), ('batchnorm2d', 76... | Mish | 13,640,538 | 3,470,437 | 22 | 3,201 | 87.707692 | 0.8592 | 0.750534 | 0.301017 | 0.0415 | 14 | 14 | 14 | 1 | 1 | SUCCESSFUL | 0.22 | 2,861.76 | 13.24 | 2,875.22 |
input_channels:3_num_classes:356_depth:16_arch:bottleneck_base_filters:124_batch:10_input_size:184_act:prelu_dropout:0.40097073358179003_dropout:True_batchnorm:True.out | 16 | [('conv2d', 248, 184, 184, 10, 6944), ('batchnorm2d', 248, 184, 184, 10, 496), ('PReLU', 248, 184, 184, 10, 0), ('dropout', 248, 184, 184, 10, 0), ('conv2d', 124, 184, 184, 10, 276892), ('batchnorm2d', 124, 184, 184, 10, 248), ('PReLU', 124, 184, 184, 10, 0), ('dropout', 124, 184, 184, 10, 0), ('conv2d', 149, 184, 184,... | PReLU | 1,300,072,810 | 69,536,735 | 10 | 39,691 | -1 | -1 | -1 | -1 | -1 | 16 | 16 | 16 | 1 | 1 | OOM_CRASH | 3.9 | 123,984.6 | 265.26 | 124,253.76 |
input_channels:3_num_classes:223_depth:15_arch:bottleneck_base_filters:25_batch:38_input_size:16_act:prelu_dropout:0.39378810355024074_dropout:True_batchnorm:True.out | 15 | [('conv2d', 50, 16, 16, 38, 1400), ('batchnorm2d', 50, 16, 16, 38, 100), ('PReLU', 50, 16, 16, 38, 0), ('dropout', 50, 16, 16, 38, 0), ('conv2d', 25, 16, 16, 38, 11275), ('batchnorm2d', 25, 16, 16, 38, 50), ('PReLU', 25, 16, 16, 38, 0), ('dropout', 25, 16, 16, 38, 0), ('conv2d', 34, 16, 16, 38, 7684), ('batchnorm2d', 3... | PReLU | 5,648,277 | 31,752,869 | 38 | 3,301 | 84.4 | 0.849631 | 0.803298 | 0.262544 | 0.022737 | 15 | 15 | 15 | 1 | 1 | SUCCESSFUL | 0 | 2,046.68 | 121.13 | 2,167.81 |
input_channels:3_num_classes:513_depth:7_arch:bottleneck_base_filters:25_batch:14_input_size:2_act:tanh_dropout:0.3175702289858764_dropout:False_batchnorm:True.out | 0 | [] | null | 0 | 0 | 14 | 0 | -1 | -1 | -1 | -1 | -1 | 0 | 0 | 0 | 0 | 0 | SUCCESSFUL | 0 | 0 | 0 | 0 |
input_channels:3_num_classes:219_depth:23_arch:pyramid_base_filters:58_batch:6_input_size:172_act:prelu_dropout:0.35900288734539976_dropout:True_batchnorm:True.out | 23 | [('conv2d', 58, 172, 172, 6, 1624), ('batchnorm2d', 58, 172, 172, 6, 116), ('PReLU', 58, 172, 172, 6, 0), ('dropout', 58, 172, 172, 6, 0), ('conv2d', 67, 172, 172, 6, 35041), ('batchnorm2d', 67, 172, 172, 6, 134), ('PReLU', 67, 172, 172, 6, 0), ('dropout', 67, 172, 172, 6, 0), ('conv2d', 79, 172, 172, 6, 47716), ('batc... | PReLU | 1,403,467,152 | 89,206,347 | 6 | 39,867 | -1 | -1 | -1 | -1 | -1 | 23 | 23 | 23 | 1 | 1 | OOM_CRASH | 2.04 | 80,307 | 340.3 | 80,649.34 |
input_channels:3_num_classes:578_depth:5_arch:bottleneck_base_filters:59_batch:58_input_size:94_act:gelu_dropout:0.2746266550222032_dropout:True_batchnorm:False.out | 5 | [('conv2d', 118, 94, 94, 58, 3304), ('GELU', 118, 94, 94, 58, 0), ('dropout', 118, 94, 94, 58, 0), ('conv2d', 59, 94, 94, 58, 62717), ('GELU', 59, 94, 94, 58, 0), ('dropout', 59, 94, 94, 58, 0), ('conv2d', 143, 94, 94, 58, 76076), ('GELU', 143, 94, 94, 58, 0), ('dropout', 143, 94, 94, 58, 0), ('conv2d', 347, 94, 94, 58... | GELU | 40,029,079 | 3,710,397 | 58 | 16,755 | 93.5625 | 0.903375 | 0.965346 | 0.366327 | 0.027679 | 5 | 0 | 5 | 1 | 1 | SUCCESSFUL | 5.8 | 23,617.02 | 14.15 | 23,636.97 |
input_channels:1_num_classes:416_depth:9_arch:bottleneck_base_filters:101_batch:42_input_size:62_act:tanh_dropout:0.35943856093743654_dropout:False_batchnorm:False.out | 9 | [('conv2d', 202, 62, 62, 42, 2020), ('Tanh', 202, 62, 62, 42, 0), ('conv2d', 101, 62, 62, 42, 183719), ('Tanh', 101, 62, 62, 42, 0), ('conv2d', 147, 62, 62, 42, 133770), ('Tanh', 147, 62, 62, 42, 0), ('conv2d', 214, 62, 62, 42, 283336), ('Tanh', 214, 62, 62, 42, 0), ('conv2d', 312, 62, 62, 42, 601224), ('Tanh', 312, 62... | Tanh | 34,306,093 | 23,724,110 | 42 | 11,887 | 95.492063 | 0.939238 | 0.959288 | 0.262271 | 0.006052 | 9 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0.42 | 16,488.78 | 90.5 | 16,579.7 |
input_channels:1_num_classes:69_depth:16_arch:gradual_base_filters:16_batch:40_input_size:160_act:prelu_dropout:0.14794178032703753_dropout:False_batchnorm:True.out | 16 | [('conv2d', 16, 160, 160, 40, 160), ('batchnorm2d', 16, 160, 160, 40, 32), ('PReLU', 16, 160, 160, 40, 0), ('conv2d', 18, 160, 160, 40, 2610), ('batchnorm2d', 18, 160, 160, 40, 36), ('PReLU', 18, 160, 160, 40, 0), ('conv2d', 21, 160, 160, 40, 3423), ('batchnorm2d', 21, 160, 160, 40, 42), ('PReLU', 21, 160, 160, 40, 0),... | PReLU | 76,723,493 | 710,856 | 40 | 19,557 | -1 | -1 | -1 | -1 | -1 | 16 | 16 | 0 | 1 | 1 | SUCCESSFUL | 4 | 31,218.8 | 2.71 | 31,225.51 |
input_channels:1_num_classes:611_depth:12_arch:gradual_base_filters:56_batch:2_input_size:176_act:elu_dropout:0.23899109467139829_dropout:True_batchnorm:True.out | 12 | [('conv2d', 56, 176, 176, 2, 560), ('batchnorm2d', 56, 176, 176, 2, 112), ('ELU', 56, 176, 176, 2, 0), ('dropout', 56, 176, 176, 2, 0), ('conv2d', 65, 176, 176, 2, 32825), ('batchnorm2d', 65, 176, 176, 2, 130), ('ELU', 65, 176, 176, 2, 0), ('dropout', 65, 176, 176, 2, 0), ('conv2d', 75, 176, 176, 2, 43950), ('batchnorm... | ELU | 215,594,473 | 2,610,437 | 2 | 3,919 | 92.125 | 0.910125 | 0.841909 | 0.358164 | 0.030132 | 12 | 12 | 12 | 1 | 1 | SUCCESSFUL | 0.24 | 4,112.14 | 9.96 | 4,122.34 |
input_channels:1_num_classes:984_depth:4_arch:gradual_base_filters:61_batch:56_input_size:224_act:leaky_relu_dropout:0.2416507783327655_dropout:True_batchnorm:True.out | 4 | [('conv2d', 61, 224, 224, 56, 610), ('batchnorm2d', 61, 224, 224, 56, 122), ('LeakyReLU', 61, 224, 224, 56, 0), ('dropout', 61, 224, 224, 56, 0), ('conv2d', 94, 224, 224, 56, 51700), ('batchnorm2d', 94, 224, 224, 56, 188), ('LeakyReLU', 94, 224, 224, 56, 0), ('dropout', 94, 224, 224, 56, 0), ('conv2d', 146, 224, 224, 5... | LeakyReLU | 105,973,907 | 699,885 | 56 | 32,895 | 94.390625 | 0.917031 | 0.890396 | 0.431528 | 0.025352 | 4 | 4 | 4 | 1 | 1 | SUCCESSFUL | 10.64 | 56,595.84 | 2.67 | 56,609.15 |
input_channels:3_num_classes:27_depth:7_arch:bottleneck_base_filters:82_batch:40_input_size:114_act:selu_dropout:0.3167300233034853_dropout:False_batchnorm:True.out | 7 | [('conv2d', 164, 114, 114, 40, 4592), ('batchnorm2d', 164, 114, 114, 40, 328), ('SELU', 164, 114, 114, 40, 0), ('conv2d', 82, 114, 114, 40, 121114), ('batchnorm2d', 82, 114, 114, 40, 164), ('SELU', 82, 114, 114, 40, 0), ('conv2d', 140, 114, 114, 40, 103460), ('batchnorm2d', 140, 114, 114, 40, 280), ('SELU', 140, 114, 1... | SELU | 114,275,079 | 11,568,618 | 40 | 25,721 | 94.6 | 0.931797 | 0.947444 | 0.262704 | 0.018618 | 7 | 7 | 0 | 1 | 1 | SUCCESSFUL | 6 | 46,498.4 | 44.13 | 46,548.53 |
input_channels:3_num_classes:68_depth:23_arch:dense_base_filters:105_batch:58_input_size:68_act:tanh_dropout:0.4169778045448288_dropout:True_batchnorm:False.out | 21 | [('conv2d', 32, 68, 68, 58, 896), ('Tanh', 32, 68, 68, 58, 0), ('dropout', 32, 68, 68, 58, 0), ('conv2d', 32, 68, 68, 58, 10112), ('Tanh', 32, 68, 68, 58, 0), ('dropout', 32, 68, 68, 58, 0), ('conv2d', 32, 68, 68, 58, 19328), ('Tanh', 32, 68, 68, 58, 0), ('dropout', 32, 68, 68, 58, 0), ('conv2d', 32, 68, 68, 58, 28544)... | Tanh | 4,153,065 | 1,512,716 | 58 | 4,555 | 88.046875 | 0.8565 | 0.797186 | 0.396814 | 0.143673 | 21 | 0 | 20 | 1 | 1 | SUCCESSFUL | 2.9 | 3,616.88 | 5.77 | 3,625.55 |
input_channels:3_num_classes:504_depth:18_arch:residual_base_filters:73_batch:16_input_size:74_act:softplus_dropout:0.18990339432796072_dropout:False_batchnorm:False.out | 24 | [('conv2d', 73, 74, 74, 16, 292), ('conv2d', 73, 74, 74, 16, 2044), ('Softplus', 73, 74, 74, 16, 0), ('conv2d', 73, 74, 74, 16, 48034), ('Softplus', 73, 74, 74, 16, 0), ('conv2d', 87, 37, 37, 16, 6438), ('conv2d', 87, 37, 37, 16, 57246), ('Softplus', 87, 37, 37, 16, 0), ('conv2d', 87, 37, 37, 16, 68208), ('Softplus', 8... | Softplus | 4,055,404 | 3,851,172 | 16 | 2,171 | 76.650794 | 0.814277 | 0.599593 | 0.260627 | 0.039367 | 24 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0.96 | 890.88 | 14.69 | 906.53 |
input_channels:1_num_classes:503_depth:28_arch:pyramid_base_filters:64_batch:10_input_size:2_act:relu_dropout:0.3948658885729235_dropout:False_batchnorm:True.out | 0 | [] | null | 0 | 0 | 10 | 0 | -1 | -1 | -1 | -1 | -1 | 0 | 0 | 0 | 0 | 0 | SUCCESSFUL | 0 | 0 | 0 | 0 |
input_channels:3_num_classes:111_depth:15_arch:bottleneck_base_filters:20_batch:12_input_size:122_act:elu_dropout:0.22569329048005435_dropout:True_batchnorm:False.out | 15 | [('conv2d', 40, 122, 122, 12, 1120), ('ELU', 40, 122, 122, 12, 0), ('dropout', 40, 122, 122, 12, 0), ('conv2d', 20, 122, 122, 12, 7220), ('ELU', 20, 122, 122, 12, 0), ('dropout', 20, 122, 122, 12, 0), ('conv2d', 27, 122, 122, 12, 4887), ('ELU', 27, 122, 122, 12, 0), ('dropout', 27, 122, 122, 12, 0), ('conv2d', 38, 122,... | ELU | 232,593,961 | 29,076,277 | 12 | 13,581 | -1 | -1 | -1 | -1 | -1 | 15 | 0 | 15 | 1 | 1 | SUCCESSFUL | 2.04 | 28,392.72 | 110.92 | 28,505.68 |
input_channels:3_num_classes:200_depth:19_arch:hourglass_base_filters:98_batch:20_input_size:90_act:prelu_dropout:0.22962876393262396_dropout:True_batchnorm:True.out | 19 | [('conv2d', 98, 90, 90, 20, 2744), ('batchnorm2d', 98, 90, 90, 20, 196), ('PReLU', 98, 90, 90, 20, 0), ('dropout', 98, 90, 90, 20, 0), ('conv2d', 137, 90, 90, 20, 120971), ('batchnorm2d', 137, 90, 90, 20, 274), ('PReLU', 137, 90, 90, 20, 0), ('dropout', 137, 90, 90, 20, 0), ('conv2d', 192, 90, 90, 20, 236928), ('batchn... | PReLU | 334,854,498 | 80,797,896 | 20 | 27,469 | 92.523077 | 0.923561 | 0.966017 | 0.238155 | 0.009321 | 19 | 19 | 19 | 1 | 1 | SUCCESSFUL | 1.8 | 63,868.4 | 308.22 | 64,178.42 |
input_channels:3_num_classes:257_depth:21_arch:gradual_base_filters:65_batch:24_input_size:36_act:gelu_dropout:0.36069034897268715_dropout:False_batchnorm:True.out | 21 | [('conv2d', 65, 36, 36, 24, 1820), ('batchnorm2d', 65, 36, 36, 24, 130), ('GELU', 65, 36, 36, 24, 0), ('conv2d', 70, 36, 36, 24, 41020), ('batchnorm2d', 70, 36, 36, 24, 140), ('GELU', 70, 36, 36, 24, 0), ('conv2d', 76, 36, 36, 24, 47956), ('batchnorm2d', 76, 36, 36, 24, 152), ('GELU', 76, 36, 36, 24, 0), ('conv2d', 83,... | GELU | 13,585,522 | 6,021,899 | 24 | 3,659 | -1 | -1 | -1 | -1 | -1 | 21 | 21 | 0 | 1 | 1 | SUCCESSFUL | 0.24 | 3,316.8 | 22.97 | 3,340.01 |
input_channels:1_num_classes:414_depth:24_arch:bottleneck_base_filters:78_batch:62_input_size:86_act:swish_dropout:0.2395149741994831_dropout:True_batchnorm:False.out | 24 | [('conv2d', 156, 86, 86, 62, 1560), ('SiLU', 156, 86, 86, 62, 0), ('dropout', 156, 86, 86, 62, 0), ('conv2d', 78, 86, 86, 62, 109590), ('SiLU', 78, 86, 86, 62, 0), ('dropout', 78, 86, 86, 62, 0), ('conv2d', 89, 86, 86, 62, 62567), ('SiLU', 89, 86, 86, 62, 0), ('dropout', 89, 86, 86, 62, 0), ('conv2d', 103, 86, 86, 62, ... | SiLU | 289,533,816 | 100,231,793 | 62 | 39,405 | -1 | -1 | -1 | -1 | -1 | 24 | 0 | 24 | 1 | 1 | OOM_CRASH | 1.86 | 182,607.36 | 382.35 | 182,991.57 |
input_channels:3_num_classes:612_depth:7_arch:hourglass_base_filters:103_batch:48_input_size:58_act:tanh_dropout:0.12147000352234932_dropout:True_batchnorm:True.out | 7 | [('conv2d', 103, 58, 58, 48, 2884), ('batchnorm2d', 103, 58, 58, 48, 206), ('Tanh', 103, 58, 58, 48, 0), ('dropout', 103, 58, 58, 48, 0), ('conv2d', 279, 58, 58, 48, 258912), ('batchnorm2d', 279, 58, 58, 48, 558), ('Tanh', 279, 58, 58, 48, 0), ('dropout', 279, 58, 58, 48, 0), ('conv2d', 755, 58, 58, 48, 1896560), ('bat... | Tanh | 38,821,887 | 13,914,402 | 48 | 12,435 | 94.046875 | 0.932683 | 0.953536 | 0.298964 | 0.015176 | 7 | 7 | 7 | 1 | 1 | SUCCESSFUL | 1.92 | 17,771.04 | 53.08 | 17,826.04 |
input_channels:1_num_classes:377_depth:19_arch:bottleneck_base_filters:40_batch:58_input_size:172_act:tanh_dropout:0.4725083943290034_dropout:False_batchnorm:False.out | 19 | [('conv2d', 80, 172, 172, 58, 800), ('Tanh', 80, 172, 172, 58, 0), ('conv2d', 40, 172, 172, 58, 28840), ('Tanh', 40, 172, 172, 58, 0), ('conv2d', 49, 172, 172, 58, 17689), ('Tanh', 49, 172, 172, 58, 0), ('conv2d', 61, 172, 172, 58, 26962), ('Tanh', 61, 172, 172, 58, 0), ('conv2d', 77, 172, 172, 58, 42350), ('Tanh', 77,... | Tanh | 490,386,783 | 55,866,681 | 58 | 39,757 | 40.285714 | 0.197222 | 0.475333 | 0.154667 | 0.305 | 19 | 0 | 0 | 1 | 1 | OOM_CRASH | 6.38 | 325,497.16 | 213.11 | 325,716.65 |
input_channels:3_num_classes:227_depth:20_arch:uniform_base_filters:90_batch:56_input_size:200_act:leaky_relu_dropout:0.41929263755907076_dropout:True_batchnorm:False.out | 20 | [('conv2d', 90, 200, 200, 56, 2520), ('LeakyReLU', 90, 200, 200, 56, 0), ('dropout', 90, 200, 200, 56, 0), ('conv2d', 90, 200, 200, 56, 72990), ('LeakyReLU', 90, 200, 200, 56, 0), ('dropout', 90, 200, 200, 56, 0), ('conv2d', 90, 200, 200, 56, 72990), ('LeakyReLU', 90, 200, 200, 56, 0), ('dropout', 90, 200, 200, 56, 0),... | LeakyReLU | 216,000,544 | 1,409,987 | 56 | 39,631 | 93.84375 | 0.910385 | 0.951057 | 0.522865 | 0.016296 | 20 | 0 | 20 | 1 | 1 | SUCCESSFUL | 25.76 | 123,047.12 | 5.38 | 123,078.26 |
input_channels:1_num_classes:395_depth:11_arch:bottleneck_base_filters:58_batch:52_input_size:124_act:relu_dropout:0.16244100183207888_dropout:False_batchnorm:True.out | 11 | [('conv2d', 116, 124, 124, 52, 1160), ('batchnorm2d', 116, 124, 124, 52, 232), ('ReLU', 116, 124, 124, 52, 0), ('conv2d', 58, 124, 124, 52, 60610), ('batchnorm2d', 58, 124, 124, 52, 116), ('ReLU', 58, 124, 124, 52, 0), ('conv2d', 82, 124, 124, 52, 42886), ('batchnorm2d', 82, 124, 124, 52, 164), ('ReLU', 82, 124, 124, 5... | ReLU | 219,525,375 | 25,998,147 | 52 | 40,119 | -1 | -1 | -1 | -1 | -1 | 11 | 11 | 0 | 1 | 1 | OOM_CRASH | 3.12 | 116,122.24 | 99.18 | 116,224.54 |
input_channels:1_num_classes:781_depth:28_arch:residual_base_filters:67_batch:40_input_size:56_act:tanh_dropout:0.36302697241396853_dropout:False_batchnorm:False.out | 18 | [('conv2d', 67, 56, 56, 40, 134), ('conv2d', 67, 56, 56, 40, 670), ('Tanh', 67, 56, 56, 40, 0), ('conv2d', 67, 56, 56, 40, 40468), ('Tanh', 67, 56, 56, 40, 0), ('conv2d', 75, 28, 28, 40, 5100), ('conv2d', 75, 28, 28, 40, 45300), ('Tanh', 75, 28, 28, 40, 0), ('conv2d', 75, 28, 28, 40, 50700), ('Tanh', 75, 28, 28, 40, 0)... | Tanh | 1,910,480 | 1,015,574 | 40 | 2,195 | 71.061538 | 0.711381 | 0.495527 | 0.215436 | 0.023463 | 18 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0.4 | 1,049.2 | 3.87 | 1,053.47 |
input_channels:1_num_classes:241_depth:25_arch:pyramid_base_filters:46_batch:54_input_size:44_act:swish_dropout:0.22047628703151_dropout:True_batchnorm:False.out | 25 | [('conv2d', 46, 44, 44, 54, 460), ('SiLU', 46, 44, 44, 54, 0), ('dropout', 46, 44, 44, 54, 0), ('conv2d', 53, 44, 44, 54, 21995), ('SiLU', 53, 44, 44, 54, 0), ('dropout', 53, 44, 44, 54, 0), ('conv2d', 62, 44, 44, 54, 29636), ('SiLU', 62, 44, 44, 54, 0), ('dropout', 62, 44, 44, 54, 0), ('conv2d', 72, 44, 44, 54, 40248)... | SiLU | 70,842,417 | 91,656,775 | 54 | 21,683 | -1 | -1 | -1 | -1 | -1 | 25 | 0 | 25 | 1 | 1 | SUCCESSFUL | 0.54 | 38,914.56 | 349.64 | 39,264.74 |
input_channels:1_num_classes:285_depth:26_arch:gradual_base_filters:36_batch:44_input_size:66_act:tanh_dropout:0.24539447998167974_dropout:False_batchnorm:True.out | 26 | [('conv2d', 36, 66, 66, 44, 360), ('batchnorm2d', 36, 66, 66, 44, 72), ('Tanh', 36, 66, 66, 44, 0), ('conv2d', 38, 66, 66, 44, 12350), ('batchnorm2d', 38, 66, 66, 44, 76), ('Tanh', 38, 66, 66, 44, 0), ('conv2d', 42, 66, 66, 44, 14406), ('batchnorm2d', 42, 66, 66, 44, 84), ('Tanh', 42, 66, 66, 44, 0), ('conv2d', 45, 66,... | Tanh | 37,937,225 | 3,632,721 | 44 | 9,471 | -1 | -1 | -1 | -1 | -1 | 26 | 26 | 0 | 1 | 1 | SUCCESSFUL | 0.88 | 16,980.48 | 13.86 | 16,995.22 |
input_channels:1_num_classes:28_depth:28_arch:pyramid_base_filters:56_batch:34_input_size:140_act:softplus_dropout:0.20940471918261794_dropout:False_batchnorm:False.out | 28 | [('conv2d', 56, 140, 140, 34, 560), ('Softplus', 56, 140, 140, 34, 0), ('conv2d', 63, 140, 140, 34, 31815), ('Softplus', 63, 140, 140, 34, 0), ('conv2d', 72, 140, 140, 34, 40896), ('Softplus', 72, 140, 140, 34, 0), ('conv2d', 82, 140, 140, 34, 53218), ('Softplus', 82, 140, 140, 34, 0), ('conv2d', 93, 140, 140, 34, 6872... | Softplus | 568,715,456 | 113,049,577 | 34 | 40,261 | 31.75 | 0.1235 | 0.452333 | 0.195 | 0 | 28 | 0 | 0 | 1 | 1 | OOM_CRASH | 2.38 | 221,286.28 | 431.25 | 221,719.91 |
input_channels:1_num_classes:147_depth:16_arch:gradual_base_filters:24_batch:18_input_size:28_act:swish_dropout:0.30762017862038205_dropout:False_batchnorm:True.out | 16 | [('conv2d', 24, 28, 28, 18, 240), ('batchnorm2d', 24, 28, 28, 18, 48), ('SiLU', 24, 28, 28, 18, 0), ('conv2d', 27, 28, 28, 18, 5859), ('batchnorm2d', 27, 28, 28, 18, 54), ('SiLU', 27, 28, 28, 18, 0), ('conv2d', 31, 28, 28, 18, 7564), ('batchnorm2d', 31, 28, 28, 18, 62), ('SiLU', 31, 28, 28, 18, 0), ('conv2d', 36, 28, 2... | SiLU | 3,100,422 | 1,203,873 | 18 | 2,191 | 63.206349 | 0.618238 | 0.4104 | 0.138545 | 0.037685 | 16 | 16 | 0 | 1 | 1 | SUCCESSFUL | 0 | 567.72 | 4.59 | 572.31 |
input_channels:1_num_classes:395_depth:19_arch:gradual_base_filters:120_batch:58_input_size:134_act:leaky_relu_dropout:0.13786210270249746_dropout:True_batchnorm:True.out | 19 | [('conv2d', 120, 134, 134, 58, 1200), ('batchnorm2d', 120, 134, 134, 58, 240), ('LeakyReLU', 120, 134, 134, 58, 0), ('dropout', 120, 134, 134, 58, 0), ('conv2d', 129, 134, 134, 58, 139449), ('batchnorm2d', 129, 134, 134, 58, 258), ('LeakyReLU', 129, 134, 134, 58, 0), ('dropout', 129, 134, 134, 58, 0), ('conv2d', 139, 1... | LeakyReLU | 347,485,762 | 12,032,491 | 58 | 40,073 | -1 | -1 | -1 | -1 | -1 | 19 | 19 | 19 | 1 | 1 | OOM_CRASH | 4.06 | 192,205.04 | 45.9 | 192,255 |
input_channels:3_num_classes:545_depth:21_arch:hourglass_base_filters:55_batch:58_input_size:194_act:relu_dropout:0.45384507956947584_dropout:True_batchnorm:False.out | 21 | [('conv2d', 55, 194, 194, 58, 1540), ('ReLU', 55, 194, 194, 58, 0), ('dropout', 55, 194, 194, 58, 0), ('conv2d', 78, 194, 194, 58, 38688), ('ReLU', 78, 194, 194, 58, 0), ('dropout', 78, 194, 194, 58, 0), ('conv2d', 113, 194, 194, 58, 79439), ('ReLU', 113, 194, 194, 58, 0), ('dropout', 113, 194, 194, 58, 0), ('conv2d', ... | ReLU | 1,092,950,585 | 72,759,039 | 58 | 35,807 | -1 | -1 | -1 | -1 | -1 | 21 | 0 | 21 | 1 | 1 | OOM_CRASH | 24.94 | 644,848.06 | 277.55 | 645,150.55 |
input_channels:3_num_classes:281_depth:5_arch:residual_base_filters:16_batch:22_input_size:138_act:mish_dropout:0.38797485345141103_dropout:True_batchnorm:True.out | 6 | [('conv2d', 16, 138, 138, 22, 64), ('batchnorm2d', 16, 138, 138, 22, 32), ('conv2d', 16, 138, 138, 22, 448), ('batchnorm2d', 16, 138, 138, 22, 32), ('Mish', 16, 138, 138, 22, 0), ('dropout', 16, 138, 138, 22, 0), ('conv2d', 16, 138, 138, 22, 2320), ('batchnorm2d', 16, 138, 138, 22, 32), ('Mish', 16, 138, 138, 22, 0), (... | Mish | 5,047,264 | 37,985 | 22 | 2,263 | 80.03125 | 0.773619 | 0.423607 | 0.1885 | 0.077268 | 6 | 6 | 4 | 1 | 1 | SUCCESSFUL | 4.84 | 1,101.32 | 0.14 | 1,106.3 |
input_channels:1_num_classes:120_depth:28_arch:residual_base_filters:95_batch:6_input_size:168_act:gelu_dropout:0.46925513809118335_dropout:False_batchnorm:True.out | 30 | [('conv2d', 95, 168, 168, 6, 190), ('batchnorm2d', 95, 168, 168, 6, 190), ('conv2d', 95, 168, 168, 6, 950), ('batchnorm2d', 95, 168, 168, 6, 190), ('GELU', 95, 168, 168, 6, 0), ('conv2d', 95, 168, 168, 6, 81320), ('batchnorm2d', 95, 168, 168, 6, 190), ('GELU', 95, 168, 168, 6, 0), ('conv2d', 106, 84, 84, 6, 10176), ('b... | GELU | 39,747,878 | 5,206,040 | 6 | 3,045 | -1 | -1 | -1 | -1 | -1 | 30 | 30 | 0 | 1 | 1 | SUCCESSFUL | 0.66 | 2,501.82 | 19.86 | 2,522.34 |
input_channels:3_num_classes:214_depth:8_arch:uniform_base_filters:36_batch:12_input_size:114_act:relu_dropout:0.4187944862545373_dropout:False_batchnorm:False.out | 8 | [('conv2d', 36, 114, 114, 12, 1008), ('ReLU', 36, 114, 114, 12, 0), ('conv2d', 36, 114, 114, 12, 11700), ('ReLU', 36, 114, 114, 12, 0), ('conv2d', 36, 114, 114, 12, 11700), ('ReLU', 36, 114, 114, 12, 0), ('conv2d', 36, 114, 114, 12, 11700), ('ReLU', 36, 114, 114, 12, 0), ('conv2d', 36, 114, 114, 12, 11700), ('ReLU', 36... | ReLU | 7,486,160 | 90,826 | 12 | 2,009 | 78.784615 | 0.788323 | 0.737 | 0.310877 | 0.216474 | 8 | 0 | 0 | 1 | 1 | SUCCESSFUL | 1.8 | 1,028.04 | 0.35 | 1,030.19 |
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