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:597_depth:27_arch:pyramid_base_filters:408_batch:28_input_size:126_act:prelu_dropout:0.16442852978406014_dropout:True_batchnorm:False.out | 27 | [('conv2d', 408, 126, 126, 28, 11424), ('PReLU', 408, 126, 126, 28, 0), ('dropout', 408, 126, 126, 28, 0), ('conv2d', 433, 126, 126, 28, 1590409), ('PReLU', 433, 126, 126, 28, 0), ('dropout', 433, 126, 126, 28, 0), ('conv2d', 459, 126, 126, 28, 1789182), ('PReLU', 459, 126, 126, 28, 0), ('dropout', 459, 126, 126, 28, 0... | PReLU | 1,267,908,111 | 268,539,428 | 28 | 38,785 | 25 | 0.1628 | 0.731 | 0.1815 | 0 | 27 | 0 | 27 | 1 | 1 | OOM_CRASH | 5.04 | 361,138.96 | 1,024.4 | 362,168.4 |
input_channels:3_num_classes:596_depth:26_arch:dense_base_filters:426_batch:42_input_size:76_act:swish_dropout:0.46529984461245955_dropout:False_batchnorm:False.out | 25 | [('conv2d', 32, 76, 76, 42, 896), ('SiLU', 32, 76, 76, 42, 0), ('conv2d', 32, 76, 76, 42, 10112), ('SiLU', 32, 76, 76, 42, 0), ('conv2d', 32, 76, 76, 42, 19328), ('SiLU', 32, 76, 76, 42, 0), ('conv2d', 32, 76, 76, 42, 28544), ('SiLU', 32, 76, 76, 42, 0), ('conv2d', 65, 76, 76, 42, 8580), ('ReLU', 65, 76, 76, 42, 0), ('... | SiLU | 4,079,753 | 2,614,316 | 42 | 5,205 | 89.09375 | 0.886797 | 0.852679 | 0.428679 | 0.130286 | 25 | 0 | 0 | 1 | 1 | SUCCESSFUL | 2.94 | 3,302.04 | 9.97 | 3,314.95 |
input_channels:3_num_classes:608_depth:27_arch:uniform_base_filters:134_batch:8_input_size:192_act:tanh_dropout:0.23363647991396866_dropout:True_batchnorm:True.out | 27 | [('conv2d', 134, 192, 192, 8, 3752), ('batchnorm2d', 134, 192, 192, 8, 268), ('Tanh', 134, 192, 192, 8, 0), ('dropout', 134, 192, 192, 8, 0), ('conv2d', 134, 192, 192, 8, 161738), ('batchnorm2d', 134, 192, 192, 8, 268), ('Tanh', 134, 192, 192, 8, 0), ('dropout', 134, 192, 192, 8, 0), ('conv2d', 134, 192, 192, 8, 161738... | Tanh | 533,497,158 | 4,298,256 | 8 | 18,095 | 94.307692 | 0.931438 | 0.887214 | 0.384764 | 0.023036 | 27 | 27 | 27 | 1 | 1 | SUCCESSFUL | 3.36 | 40,702.56 | 16.4 | 40,722.32 |
input_channels:3_num_classes:649_depth:26_arch:dense_base_filters:170_batch:48_input_size:210_act:tanh_dropout:0.33639336773418127_dropout:True_batchnorm:False.out | 25 | [('conv2d', 32, 210, 210, 48, 896), ('Tanh', 32, 210, 210, 48, 0), ('dropout', 32, 210, 210, 48, 0), ('conv2d', 32, 210, 210, 48, 10112), ('Tanh', 32, 210, 210, 48, 0), ('dropout', 32, 210, 210, 48, 0), ('conv2d', 32, 210, 210, 48, 19328), ('Tanh', 32, 210, 210, 48, 0), ('dropout', 32, 210, 210, 48, 0), ('conv2d', 32, ... | Tanh | 43,837,403 | 2,651,734 | 48 | 32,079 | 94.5625 | 0.913438 | 0.919118 | 0.484216 | 0.118151 | 25 | 0 | 24 | 1 | 1 | SUCCESSFUL | 24 | 33,459.36 | 10.12 | 33,493.48 |
input_channels:3_num_classes:943_depth:27_arch:gradual_base_filters:339_batch:32_input_size:200_act:swish_dropout:0.2106810531232072_dropout:False_batchnorm:False.out | 27 | [('conv2d', 339, 200, 200, 32, 9492), ('SiLU', 339, 200, 200, 32, 0), ('conv2d', 350, 200, 200, 32, 1068200), ('SiLU', 350, 200, 200, 32, 0), ('conv2d', 362, 200, 200, 32, 1140662), ('SiLU', 362, 200, 200, 32, 0), ('conv2d', 374, 200, 200, 32, 1218866), ('SiLU', 374, 200, 200, 32, 0), ('conv2d', 387, 200, 200, 32, 1303... | SiLU | 1,166,322,691 | 72,868,039 | 32 | 38,847 | 17 | 0.0918 | 0.441 | 0.129 | 0.008 | 27 | 0 | 0 | 1 | 1 | OOM_CRASH | 14.72 | 427,119.68 | 277.97 | 427,412.37 |
input_channels:3_num_classes:568_depth:25_arch:pyramid_base_filters:400_batch:46_input_size:202_act:relu_dropout:0.16131347633282822_dropout:True_batchnorm:True.out | 25 | [('conv2d', 400, 202, 202, 46, 11200), ('batchnorm2d', 400, 202, 202, 46, 800), ('ReLU', 400, 202, 202, 46, 0), ('dropout', 400, 202, 202, 46, 0), ('conv2d', 427, 202, 202, 46, 1537627), ('batchnorm2d', 427, 202, 202, 46, 854), ('ReLU', 427, 202, 202, 46, 0), ('dropout', 427, 202, 202, 46, 0), ('conv2d', 455, 202, 202,... | ReLU | 3,982,636,670 | 243,336,338 | 46 | 37,301 | 54 | 0.191167 | 0.991 | 0.212 | 0.004 | 25 | 25 | 25 | 1 | 1 | OOM_CRASH | 21.62 | 1,747,143.48 | 928.25 | 1,748,093.35 |
input_channels:3_num_classes:911_depth:24_arch:bottleneck_base_filters:340_batch:30_input_size:122_act:prelu_dropout:0.365176415871699_dropout:False_batchnorm:True.out | 24 | [('conv2d', 680, 122, 122, 30, 19040), ('batchnorm2d', 680, 122, 122, 30, 1360), ('PReLU', 680, 122, 122, 30, 0), ('conv2d', 340, 122, 122, 30, 2081140), ('batchnorm2d', 340, 122, 122, 30, 680), ('PReLU', 340, 122, 122, 30, 0), ('conv2d', 367, 122, 122, 30, 1123387), ('batchnorm2d', 367, 122, 122, 30, 734), ('PReLU', 3... | PReLU | 969,130,724 | 203,664,706 | 30 | 39,279 | 33 | 0.119 | 0.329333 | 0.084333 | 0.004 | 24 | 24 | 0 | 1 | 1 | OOM_CRASH | 5.1 | 295,755 | 776.92 | 296,537.02 |
input_channels:3_num_classes:929_depth:17_arch:pyramid_base_filters:363_batch:42_input_size:68_act:tanh_dropout:0.10527885813452978_dropout:False_batchnorm:True.out | 17 | [('conv2d', 363, 68, 68, 42, 10164), ('batchnorm2d', 363, 68, 68, 42, 726), ('Tanh', 363, 68, 68, 42, 0), ('conv2d', 401, 68, 68, 42, 1310468), ('batchnorm2d', 401, 68, 68, 42, 802), ('Tanh', 401, 68, 68, 42, 0), ('conv2d', 444, 68, 68, 42, 1602840), ('batchnorm2d', 444, 68, 68, 42, 888), ('Tanh', 444, 68, 68, 42, 0), ... | Tanh | 218,071,547 | 146,885,086 | 42 | 39,231 | 93.615385 | 0.925677 | 0.982623 | 0.264226 | 0.328035 | 17 | 17 | 0 | 1 | 1 | SUCCESSFUL | 2.1 | 93,169.86 | 560.32 | 93,732.28 |
input_channels:3_num_classes:799_depth:22_arch:gradual_base_filters:348_batch:56_input_size:162_act:leaky_relu_dropout:0.4177925713204562_dropout:False_batchnorm:False.out | 22 | [('conv2d', 348, 162, 162, 56, 9744), ('LeakyReLU', 348, 162, 162, 56, 0), ('conv2d', 362, 162, 162, 56, 1134146), ('LeakyReLU', 362, 162, 162, 56, 0), ('conv2d', 377, 162, 162, 56, 1228643), ('LeakyReLU', 377, 162, 162, 56, 0), ('conv2d', 392, 162, 162, 56, 1330448), ('LeakyReLU', 392, 162, 162, 56, 0), ('conv2d', 408... | LeakyReLU | 633,112,664 | 60,480,000 | 56 | 39,119 | 26 | 0.06075 | 0.001 | 0.001 | 0.002 | 22 | 0 | 0 | 1 | 1 | OOM_CRASH | 16.8 | 405,741.84 | 230.71 | 405,989.35 |
input_channels:3_num_classes:680_depth:16_arch:gradual_base_filters:154_batch:4_input_size:180_act:softplus_dropout:0.27315637017535377_dropout:True_batchnorm:False.out | 16 | [('conv2d', 154, 180, 180, 4, 4312), ('Softplus', 154, 180, 180, 4, 0), ('dropout', 154, 180, 180, 4, 0), ('conv2d', 166, 180, 180, 4, 230242), ('Softplus', 166, 180, 180, 4, 0), ('dropout', 166, 180, 180, 4, 0), ('conv2d', 181, 180, 180, 4, 270595), ('Softplus', 181, 180, 180, 4, 0), ('dropout', 181, 180, 180, 4, 0), ... | Softplus | 469,575,077 | 13,910,972 | 4 | 10,847 | 93.96875 | 0.938556 | 0.924852 | 0.333296 | 0.021018 | 16 | 0 | 16 | 1 | 1 | SUCCESSFUL | 1.48 | 19,107.04 | 53.07 | 19,161.59 |
input_channels:3_num_classes:610_depth:19_arch:bottleneck_base_filters:347_batch:24_input_size:202_act:swish_dropout:0.27524210825385464_dropout:False_batchnorm:True.out | 19 | [('conv2d', 694, 202, 202, 24, 19432), ('batchnorm2d', 694, 202, 202, 24, 1388), ('SiLU', 694, 202, 202, 24, 0), ('conv2d', 347, 202, 202, 24, 2167709), ('batchnorm2d', 347, 202, 202, 24, 694), ('SiLU', 347, 202, 202, 24, 0), ('conv2d', 382, 202, 202, 24, 1193368), ('batchnorm2d', 382, 202, 202, 24, 764), ('SiLU', 382,... | SiLU | 2,092,758,627 | 154,615,871 | 24 | 40,109 | 38.625 | 0.2056 | 0.275667 | 0.056667 | 0.014 | 19 | 19 | 0 | 1 | 1 | OOM_CRASH | 11.28 | 510,927.12 | 589.81 | 511,528.21 |
input_channels:3_num_classes:960_depth:28_arch:pyramid_base_filters:441_batch:34_input_size:216_act:gelu_dropout:0.33406649473430183_dropout:True_batchnorm:True.out | 28 | [('conv2d', 441, 216, 216, 34, 12348), ('batchnorm2d', 441, 216, 216, 34, 882), ('GELU', 441, 216, 216, 34, 0), ('dropout', 441, 216, 216, 34, 0), ('conv2d', 465, 216, 216, 34, 1846050), ('batchnorm2d', 465, 216, 216, 34, 930), ('GELU', 465, 216, 216, 34, 0), ('dropout', 465, 216, 216, 34, 0), ('conv2d', 492, 216, 216,... | GELU | 5,317,481,490 | 294,025,422 | 34 | 39,089 | 55.222222 | 0.287 | 0.997 | 0.159 | 0.005333 | 28 | 28 | 28 | 1 | 1 | OOM_CRASH | 18.02 | 1,724,189.3 | 1,121.62 | 1,725,328.94 |
input_channels:3_num_classes:860_depth:26_arch:gradual_base_filters:420_batch:14_input_size:202_act:softplus_dropout:0.4372224527954164_dropout:True_batchnorm:False.out | 26 | [('conv2d', 420, 202, 202, 14, 11760), ('Softplus', 420, 202, 202, 14, 0), ('dropout', 420, 202, 202, 14, 0), ('conv2d', 432, 202, 202, 14, 1633392), ('Softplus', 432, 202, 202, 14, 0), ('dropout', 432, 202, 202, 14, 0), ('conv2d', 446, 202, 202, 14, 1734494), ('Softplus', 446, 202, 202, 14, 0), ('dropout', 446, 202, 2... | Softplus | 2,006,457,711 | 94,139,039 | 14 | 40,155 | 41.857143 | 0.1126 | 0.094333 | 0.029333 | 0.0245 | 26 | 0 | 26 | 1 | 1 | OOM_CRASH | 6.58 | 285,750.36 | 359.11 | 286,116.05 |
input_channels:3_num_classes:949_depth:24_arch:residual_base_filters:442_batch:34_input_size:48_act:gelu_dropout:0.3996514550843141_dropout:True_batchnorm:False.out | 18 | [('conv2d', 442, 48, 48, 34, 1768), ('conv2d', 442, 48, 48, 34, 12376), ('GELU', 442, 48, 48, 34, 0), ('dropout', 442, 48, 48, 34, 0), ('conv2d', 442, 48, 48, 34, 1758718), ('GELU', 442, 48, 48, 34, 0), ('dropout', 442, 48, 48, 34, 0), ('conv2d', 471, 24, 24, 34, 208653), ('conv2d', 471, 24, 24, 34, 1874109), ('GELU', ... | GELU | 12,321,274 | 29,097,607 | 34 | 4,055 | 90.859375 | 0.89019 | 0.87537 | 0.346722 | 0.023945 | 18 | 0 | 12 | 1 | 1 | SUCCESSFUL | 1.02 | 5,022.14 | 111 | 5,134.16 |
input_channels:3_num_classes:691_depth:21_arch:gradual_base_filters:493_batch:48_input_size:38_act:relu_dropout:0.10927154751205924_dropout:True_batchnorm:True.out | 21 | [('conv2d', 493, 38, 38, 48, 13804), ('batchnorm2d', 493, 38, 38, 48, 986), ('ReLU', 493, 38, 38, 48, 0), ('dropout', 493, 38, 38, 48, 0), ('conv2d', 510, 38, 38, 48, 2263380), ('batchnorm2d', 510, 38, 38, 48, 1020), ('ReLU', 510, 38, 38, 48, 0), ('dropout', 510, 38, 38, 48, 0), ('conv2d', 527, 38, 38, 48, 2419457), ('... | ReLU | 85,660,433 | 93,535,734 | 48 | 18,677 | 92.030303 | 0.930266 | 0.946339 | 0.270475 | 0.010296 | 21 | 21 | 21 | 1 | 1 | SUCCESSFUL | 0.96 | 39,212.16 | 356.81 | 39,569.93 |
input_channels:3_num_classes:584_depth:15_arch:hourglass_base_filters:223_batch:40_input_size:118_act:relu_dropout:0.4012752096743759_dropout:False_batchnorm:False.out | 15 | [('conv2d', 223, 118, 118, 40, 6244), ('ReLU', 223, 118, 118, 40, 0), ('conv2d', 306, 118, 118, 40, 614448), ('ReLU', 306, 118, 118, 40, 0), ('conv2d', 420, 118, 118, 40, 1157100), ('ReLU', 420, 118, 118, 40, 0), ('conv2d', 576, 118, 118, 40, 2177856), ('ReLU', 576, 118, 118, 40, 0), ('conv2d', 791, 118, 118, 40, 41013... | ReLU | 295,301,583 | 89,111,190 | 40 | 38,411 | 71.466667 | 0.681385 | 0.8398 | 0.2236 | 0.308875 | 15 | 0 | 0 | 1 | 1 | OOM_CRASH | 6.4 | 135,178 | 339.93 | 135,524.33 |
input_channels:3_num_classes:810_depth:19_arch:pyramid_base_filters:289_batch:18_input_size:124_act:swish_dropout:0.31187858869553453_dropout:False_batchnorm:True.out | 19 | [('conv2d', 289, 124, 124, 18, 8092), ('batchnorm2d', 289, 124, 124, 18, 578), ('SiLU', 289, 124, 124, 18, 0), ('conv2d', 320, 124, 124, 18, 832640), ('batchnorm2d', 320, 124, 124, 18, 640), ('SiLU', 320, 124, 124, 18, 0), ('conv2d', 355, 124, 124, 18, 1022755), ('batchnorm2d', 355, 124, 124, 18, 710), ('SiLU', 355, 12... | SiLU | 747,046,427 | 146,558,694 | 18 | 39,681 | 23.6 | 0.143 | 0.001 | 0 | 0.007 | 19 | 19 | 0 | 1 | 1 | OOM_CRASH | 3.24 | 136,788.12 | 559.08 | 137,350.44 |
input_channels:3_num_classes:630_depth:24_arch:gradual_base_filters:464_batch:10_input_size:214_act:mish_dropout:0.37093445616810394_dropout:False_batchnorm:True.out | 24 | [('conv2d', 464, 214, 214, 10, 12992), ('batchnorm2d', 464, 214, 214, 10, 928), ('Mish', 464, 214, 214, 10, 0), ('conv2d', 478, 214, 214, 10, 1996606), ('batchnorm2d', 478, 214, 214, 10, 956), ('Mish', 478, 214, 214, 10, 0), ('conv2d', 493, 214, 214, 10, 2121379), ('batchnorm2d', 493, 214, 214, 10, 986), ('Mish', 493, ... | Mish | 2,232,694,593 | 99,162,999 | 10 | 40,117 | 14.2 | 0.1154 | 0.042 | 0.0165 | 0.001 | 24 | 24 | 0 | 1 | 1 | OOM_CRASH | 5.2 | 227,121.4 | 378.28 | 227,504.88 |
input_channels:3_num_classes:727_depth:21_arch:dense_base_filters:385_batch:10_input_size:222_act:softplus_dropout:0.20319321253072442_dropout:False_batchnorm:True.out | 21 | [('conv2d', 32, 222, 222, 10, 896), ('batchnorm2d', 32, 222, 222, 10, 64), ('Softplus', 32, 222, 222, 10, 0), ('conv2d', 32, 222, 222, 10, 10112), ('batchnorm2d', 32, 222, 222, 10, 64), ('Softplus', 32, 222, 222, 10, 0), ('conv2d', 32, 222, 222, 10, 19328), ('batchnorm2d', 32, 222, 222, 10, 64), ('Softplus', 32, 222, 2... | Softplus | 47,462,523 | 1,895,028 | 10 | 8,515 | 93.53125 | 0.928794 | 0.820929 | 0.417857 | 0.109793 | 21 | 21 | 0 | 1 | 1 | SUCCESSFUL | 5.6 | 6,890.5 | 7.23 | 6,903.33 |
input_channels:3_num_classes:861_depth:28_arch:dense_base_filters:262_batch:10_input_size:80_act:swish_dropout:0.33627793906362646_dropout:False_batchnorm:True.out | 29 | [('conv2d', 32, 80, 80, 10, 896), ('batchnorm2d', 32, 80, 80, 10, 64), ('SiLU', 32, 80, 80, 10, 0), ('conv2d', 32, 80, 80, 10, 10112), ('batchnorm2d', 32, 80, 80, 10, 64), ('SiLU', 32, 80, 80, 10, 0), ('conv2d', 32, 80, 80, 10, 19328), ('batchnorm2d', 32, 80, 80, 10, 64), ('SiLU', 32, 80, 80, 10, 0), ('conv2d', 32, 80,... | SiLU | 7,394,555 | 3,781,120 | 10 | 3,171 | 88.646154 | 0.881968 | 0.690204 | 0.323481 | 0.025296 | 29 | 29 | 0 | 1 | 1 | SUCCESSFUL | 0.7 | 1,207.7 | 14.42 | 1,222.82 |
input_channels:3_num_classes:826_depth:22_arch:gradual_base_filters:90_batch:10_input_size:62_act:leaky_relu_dropout:0.4602407392060889_dropout:False_batchnorm:True.out | 22 | [('conv2d', 90, 62, 62, 10, 2520), ('batchnorm2d', 90, 62, 62, 10, 180), ('LeakyReLU', 90, 62, 62, 10, 0), ('conv2d', 96, 62, 62, 10, 77856), ('batchnorm2d', 96, 62, 62, 10, 192), ('LeakyReLU', 96, 62, 62, 10, 0), ('conv2d', 103, 62, 62, 10, 89095), ('batchnorm2d', 103, 62, 62, 10, 206), ('LeakyReLU', 103, 62, 62, 10, ... | LeakyReLU | 53,049,251 | 9,922,675 | 10 | 4,733 | 94.21875 | 0.908156 | 0.866661 | 0.313929 | 0.015218 | 22 | 22 | 0 | 1 | 1 | SUCCESSFUL | 0.4 | 5,396.4 | 37.85 | 5,434.65 |
input_channels:3_num_classes:678_depth:16_arch:dense_base_filters:436_batch:22_input_size:158_act:elu_dropout:0.49450231591879723_dropout:True_batchnorm:False.out | 17 | [('conv2d', 32, 158, 158, 22, 896), ('ELU', 32, 158, 158, 22, 0), ('dropout', 32, 158, 158, 22, 0), ('conv2d', 32, 158, 158, 22, 10112), ('ELU', 32, 158, 158, 22, 0), ('dropout', 32, 158, 158, 22, 0), ('conv2d', 32, 158, 158, 22, 19328), ('ELU', 32, 158, 158, 22, 0), ('dropout', 32, 158, 158, 22, 0), ('conv2d', 32, 158... | ELU | 20,022,933 | 1,205,840 | 22 | 6,827 | 91.323077 | 0.912492 | 0.901509 | 0.482667 | 0.122855 | 17 | 0 | 16 | 1 | 1 | SUCCESSFUL | 6.38 | 6,265.6 | 4.6 | 6,276.58 |
input_channels:3_num_classes:626_depth:24_arch:residual_base_filters:139_batch:50_input_size:192_act:gelu_dropout:0.2272887109901002_dropout:True_batchnorm:False.out | 30 | [('conv2d', 139, 192, 192, 50, 556), ('conv2d', 139, 192, 192, 50, 3892), ('GELU', 139, 192, 192, 50, 0), ('dropout', 139, 192, 192, 50, 0), ('conv2d', 139, 192, 192, 50, 174028), ('GELU', 139, 192, 192, 50, 0), ('dropout', 139, 192, 192, 50, 0), ('conv2d', 155, 96, 96, 50, 21700), ('conv2d', 155, 96, 96, 50, 194060), ... | GELU | 66,480,493 | 11,632,796 | 50 | 19,081 | 95.328125 | 0.914203 | 0.897224 | 0.436793 | 0.038393 | 30 | 0 | 20 | 1 | 1 | SUCCESSFUL | 21 | 39,851.5 | 44.38 | 39,916.88 |
input_channels:3_num_classes:871_depth:18_arch:gradual_base_filters:481_batch:38_input_size:138_act:selu_dropout:0.21709634444792486_dropout:False_batchnorm:True.out | 18 | [('conv2d', 481, 138, 138, 38, 13468), ('batchnorm2d', 481, 138, 138, 38, 962), ('SELU', 481, 138, 138, 38, 0), ('conv2d', 500, 138, 138, 38, 2165000), ('batchnorm2d', 500, 138, 138, 38, 1000), ('SELU', 500, 138, 138, 38, 0), ('conv2d', 521, 138, 138, 38, 2345021), ('batchnorm2d', 521, 138, 138, 38, 1042), ('SELU', 521... | SELU | 711,124,699 | 76,502,466 | 38 | 39,967 | 33.285714 | 0.1202 | 0.4035 | 0.108 | 0.016 | 18 | 18 | 0 | 1 | 1 | OOM_CRASH | 8.36 | 274,889.34 | 291.83 | 275,189.53 |
input_channels:3_num_classes:744_depth:23_arch:bottleneck_base_filters:255_batch:12_input_size:90_act:mish_dropout:0.3056576819916058_dropout:True_batchnorm:True.out | 23 | [('conv2d', 510, 90, 90, 12, 14280), ('batchnorm2d', 510, 90, 90, 12, 1020), ('Mish', 510, 90, 90, 12, 0), ('dropout', 510, 90, 90, 12, 0), ('conv2d', 255, 90, 90, 12, 1170705), ('batchnorm2d', 255, 90, 90, 12, 510), ('Mish', 255, 90, 90, 12, 0), ('dropout', 255, 90, 90, 12, 0), ('conv2d', 280, 90, 90, 12, 642880), ('b... | Mish | 601,055,750 | 164,066,127 | 12 | 35,211 | 94.353846 | 0.933266 | 0.962582 | 0.228109 | 0.020481 | 23 | 23 | 23 | 1 | 1 | SUCCESSFUL | 1.08 | 68,785.32 | 625.86 | 69,412.26 |
input_channels:3_num_classes:762_depth:17_arch:dense_base_filters:91_batch:56_input_size:148_act:softplus_dropout:0.1949870313614993_dropout:False_batchnorm:False.out | 17 | [('conv2d', 32, 148, 148, 56, 896), ('Softplus', 32, 148, 148, 56, 0), ('conv2d', 32, 148, 148, 56, 10112), ('Softplus', 32, 148, 148, 56, 0), ('conv2d', 32, 148, 148, 56, 19328), ('Softplus', 32, 148, 148, 56, 0), ('conv2d', 32, 148, 148, 56, 28544), ('Softplus', 32, 148, 148, 56, 0), ('conv2d', 65, 148, 148, 56, 8580... | Softplus | 12,662,485 | 1,243,640 | 56 | 12,987 | 92.153846 | 0.90827 | 0.875455 | 0.457327 | 0.142321 | 17 | 0 | 0 | 1 | 1 | SUCCESSFUL | 14 | 11,897.76 | 4.74 | 11,916.5 |
input_channels:3_num_classes:555_depth:29_arch:dense_base_filters:90_batch:22_input_size:136_act:leaky_relu_dropout:0.35344707717931323_dropout:True_batchnorm:True.out | 29 | [('conv2d', 32, 136, 136, 22, 896), ('batchnorm2d', 32, 136, 136, 22, 64), ('LeakyReLU', 32, 136, 136, 22, 0), ('dropout', 32, 136, 136, 22, 0), ('conv2d', 32, 136, 136, 22, 10112), ('batchnorm2d', 32, 136, 136, 22, 64), ('LeakyReLU', 32, 136, 136, 22, 0), ('dropout', 32, 136, 136, 22, 0), ('conv2d', 32, 136, 136, 22, ... | LeakyReLU | 27,283,543 | 3,525,916 | 22 | 10,035 | 93.047619 | 0.920794 | 0.818259 | 0.4115 | 0.112981 | 29 | 29 | 28 | 1 | 1 | SUCCESSFUL | 4.62 | 8,671.08 | 13.45 | 8,689.15 |
input_channels:3_num_classes:997_depth:28_arch:gradual_base_filters:510_batch:50_input_size:208_act:tanh_dropout:0.10351772805410314_dropout:True_batchnorm:False.out | 28 | [('conv2d', 510, 208, 208, 50, 14280), ('Tanh', 510, 208, 208, 50, 0), ('dropout', 510, 208, 208, 50, 0), ('conv2d', 522, 208, 208, 50, 2396502), ('Tanh', 522, 208, 208, 50, 0), ('dropout', 522, 208, 208, 50, 0), ('conv2d', 535, 208, 208, 50, 2513965), ('Tanh', 535, 208, 208, 50, 0), ('dropout', 535, 208, 208, 50, 0), ... | Tanh | 2,641,659,566 | 133,818,614 | 50 | 37,001 | 37.833333 | 0.1456 | 0 | 0 | 0.180333 | 28 | 0 | 28 | 1 | 1 | OOM_CRASH | 25 | 1,343,617 | 510.48 | 1,344,152.48 |
input_channels:3_num_classes:541_depth:28_arch:gradual_base_filters:143_batch:62_input_size:160_act:tanh_dropout:0.3892361542231405_dropout:False_batchnorm:False.out | 28 | [('conv2d', 143, 160, 160, 62, 4004), ('Tanh', 143, 160, 160, 62, 0), ('conv2d', 149, 160, 160, 62, 191912), ('Tanh', 149, 160, 160, 62, 0), ('conv2d', 157, 160, 160, 62, 210694), ('Tanh', 157, 160, 160, 62, 0), ('conv2d', 164, 160, 160, 62, 231896), ('Tanh', 164, 160, 160, 62, 0), ('conv2d', 172, 160, 160, 62, 254044)... | Tanh | 418,100,798 | 23,490,178 | 62 | 39,253 | 34.375 | 0.1072 | 0.161 | 0.069 | 0.0065 | 28 | 0 | 0 | 1 | 1 | OOM_CRASH | 17.98 | 296,656.36 | 89.61 | 296,763.95 |
input_channels:3_num_classes:706_depth:25_arch:uniform_base_filters:282_batch:8_input_size:62_act:prelu_dropout:0.13852366223785717_dropout:False_batchnorm:True.out | 25 | [('conv2d', 282, 62, 62, 8, 7896), ('batchnorm2d', 282, 62, 62, 8, 564), ('PReLU', 282, 62, 62, 8, 0), ('conv2d', 282, 62, 62, 8, 715998), ('batchnorm2d', 282, 62, 62, 8, 564), ('PReLU', 282, 62, 62, 8, 0), ('conv2d', 282, 62, 62, 8, 715998), ('batchnorm2d', 282, 62, 62, 8, 564), ('PReLU', 282, 62, 62, 8, 0), ('conv2d'... | PReLU | 81,302,294 | 17,405,746 | 8 | 5,211 | 93.4 | 0.912266 | 0.891453 | 0.325377 | 0.013741 | 25 | 25 | 0 | 1 | 1 | SUCCESSFUL | 0.32 | 6,616.4 | 66.4 | 6,683.12 |
input_channels:3_num_classes:665_depth:17_arch:dense_base_filters:325_batch:60_input_size:84_act:prelu_dropout:0.45836260758461467_dropout:True_batchnorm:False.out | 17 | [('conv2d', 32, 84, 84, 60, 896), ('PReLU', 32, 84, 84, 60, 0), ('dropout', 32, 84, 84, 60, 0), ('conv2d', 32, 84, 84, 60, 10112), ('PReLU', 32, 84, 84, 60, 0), ('dropout', 32, 84, 84, 60, 0), ('conv2d', 32, 84, 84, 60, 19328), ('PReLU', 32, 84, 84, 60, 0), ('dropout', 32, 84, 84, 60, 0), ('conv2d', 32, 84, 84, 60, 285... | PReLU | 5,660,691 | 1,199,990 | 60 | 5,633 | 86.78125 | 0.850578 | 0.818058 | 0.423596 | 0.126283 | 17 | 0 | 16 | 1 | 1 | SUCCESSFUL | 4.8 | 4,830.6 | 4.58 | 4,839.98 |
input_channels:3_num_classes:777_depth:19_arch:bottleneck_base_filters:82_batch:48_input_size:166_act:relu_dropout:0.3962006625877318_dropout:True_batchnorm:True.out | 19 | [('conv2d', 164, 166, 166, 48, 4592), ('batchnorm2d', 164, 166, 166, 48, 328), ('ReLU', 164, 166, 166, 48, 0), ('dropout', 164, 166, 166, 48, 0), ('conv2d', 82, 166, 166, 48, 121114), ('batchnorm2d', 82, 166, 166, 48, 164), ('ReLU', 82, 166, 166, 48, 0), ('dropout', 82, 166, 166, 48, 0), ('conv2d', 98, 166, 166, 48, 72... | ReLU | 1,124,067,618 | 74,663,247 | 48 | 39,667 | 28.5 | 0.08 | 0.247 | 0.107 | 0 | 19 | 19 | 19 | 1 | 1 | OOM_CRASH | 15.36 | 514,557.12 | 284.82 | 514,857.3 |
input_channels:3_num_classes:880_depth:22_arch:dense_base_filters:97_batch:54_input_size:44_act:prelu_dropout:0.4893746902985828_dropout:False_batchnorm:False.out | 21 | [('conv2d', 32, 44, 44, 54, 896), ('PReLU', 32, 44, 44, 54, 0), ('conv2d', 32, 44, 44, 54, 10112), ('PReLU', 32, 44, 44, 54, 0), ('conv2d', 32, 44, 44, 54, 19328), ('PReLU', 32, 44, 44, 54, 0), ('conv2d', 32, 44, 44, 54, 28544), ('PReLU', 32, 44, 44, 54, 0), ('conv2d', 65, 44, 44, 54, 8580), ('ReLU', 65, 44, 44, 54, 0)... | PReLU | 1,245,249 | 1,982,052 | 54 | 3,053 | 78.703125 | 0.767781 | 0.692259 | 0.333833 | 0.041352 | 21 | 0 | 0 | 1 | 1 | SUCCESSFUL | 1.08 | 1,206.36 | 7.56 | 1,215 |
input_channels:3_num_classes:890_depth:17_arch:dense_base_filters:280_batch:18_input_size:78_act:gelu_dropout:0.38704688589771274_dropout:False_batchnorm:True.out | 17 | [('conv2d', 32, 78, 78, 18, 896), ('batchnorm2d', 32, 78, 78, 18, 64), ('GELU', 32, 78, 78, 18, 0), ('conv2d', 32, 78, 78, 18, 10112), ('batchnorm2d', 32, 78, 78, 18, 64), ('GELU', 32, 78, 78, 18, 0), ('conv2d', 32, 78, 78, 18, 19328), ('batchnorm2d', 32, 78, 78, 18, 64), ('GELU', 32, 78, 78, 18, 0), ('conv2d', 32, 78,... | GELU | 5,277,057 | 1,302,394 | 18 | 2,839 | 87 | 0.842587 | 0.65649 | 0.294314 | 0.102161 | 17 | 17 | 0 | 1 | 1 | SUCCESSFUL | 1.26 | 1,303.92 | 4.97 | 1,310.15 |
input_channels:3_num_classes:746_depth:27_arch:bottleneck_base_filters:429_batch:46_input_size:214_act:relu_dropout:0.3732839184822435_dropout:False_batchnorm:True.out | 27 | [('conv2d', 858, 214, 214, 46, 24024), ('batchnorm2d', 858, 214, 214, 46, 1716), ('ReLU', 858, 214, 214, 46, 0), ('conv2d', 429, 214, 214, 46, 3313167), ('batchnorm2d', 429, 214, 214, 46, 858), ('ReLU', 429, 214, 214, 46, 0), ('conv2d', 455, 214, 214, 46, 1757210), ('batchnorm2d', 455, 214, 214, 46, 910), ('ReLU', 455,... | ReLU | 3,705,769,944 | 269,086,317 | 46 | 38,021 | 43.571429 | 0.179167 | 0.482 | 0.1025 | 0.011 | 27 | 27 | 0 | 1 | 1 | OOM_CRASH | 23.92 | 1,734,063.38 | 1,026.48 | 1,735,113.78 |
input_channels:3_num_classes:969_depth:16_arch:pyramid_base_filters:504_batch:44_input_size:104_act:selu_dropout:0.14265877404187366_dropout:True_batchnorm:False.out | 16 | [('conv2d', 504, 104, 104, 44, 14112), ('SELU', 504, 104, 104, 44, 0), ('dropout', 504, 104, 104, 44, 0), ('conv2d', 550, 104, 104, 44, 2495350), ('SELU', 550, 104, 104, 44, 0), ('dropout', 550, 104, 104, 44, 0), ('conv2d', 600, 104, 104, 44, 2970600), ('SELU', 600, 104, 104, 44, 0), ('dropout', 600, 104, 104, 44, 0), ... | SELU | 546,817,510 | 169,215,856 | 44 | 39,741 | 35 | 0.1555 | 0 | 0 | 0 | 16 | 0 | 16 | 1 | 1 | OOM_CRASH | 5.28 | 244,750.44 | 645.51 | 245,401.23 |
input_channels:3_num_classes:637_depth:21_arch:pyramid_base_filters:446_batch:10_input_size:90_act:mish_dropout:0.2301846342724402_dropout:True_batchnorm:False.out | 21 | [('conv2d', 446, 90, 90, 10, 12488), ('Mish', 446, 90, 90, 10, 0), ('dropout', 446, 90, 90, 10, 0), ('conv2d', 479, 90, 90, 10, 1923185), ('Mish', 479, 90, 90, 10, 0), ('dropout', 479, 90, 90, 10, 0), ('conv2d', 515, 90, 90, 10, 2220680), ('Mish', 515, 90, 90, 10, 0), ('dropout', 515, 90, 90, 10, 0), ('conv2d', 554, 90... | Mish | 516,864,178 | 213,450,660 | 10 | 27,289 | 93.848485 | 0.942359 | 0.981582 | 0.213491 | 0.01514 | 21 | 0 | 21 | 1 | 1 | SUCCESSFUL | 0.9 | 52,578.1 | 814.25 | 53,393.25 |
input_channels:3_num_classes:886_depth:22_arch:bottleneck_base_filters:143_batch:12_input_size:70_act:mish_dropout:0.3622668964535197_dropout:True_batchnorm:False.out | 22 | [('conv2d', 286, 70, 70, 12, 8008), ('Mish', 286, 70, 70, 12, 0), ('dropout', 286, 70, 70, 12, 0), ('conv2d', 143, 70, 70, 12, 368225), ('Mish', 143, 70, 70, 12, 0), ('dropout', 143, 70, 70, 12, 0), ('conv2d', 162, 70, 70, 12, 208656), ('Mish', 162, 70, 70, 12, 0), ('dropout', 162, 70, 70, 12, 0), ('conv2d', 184, 70, 7... | Mish | 211,301,376 | 116,415,570 | 12 | 22,333 | 95.8 | 0.932516 | 0.958536 | 0.231554 | 0.017685 | 22 | 0 | 22 | 1 | 1 | SUCCESSFUL | 0.72 | 25,793.52 | 444.09 | 26,238.33 |
input_channels:3_num_classes:988_depth:28_arch:uniform_base_filters:340_batch:30_input_size:46_act:selu_dropout:0.38119588288910244_dropout:True_batchnorm:False.out | 28 | [('conv2d', 340, 46, 46, 30, 9520), ('SELU', 340, 46, 46, 30, 0), ('dropout', 340, 46, 46, 30, 0), ('conv2d', 340, 46, 46, 30, 1040740), ('SELU', 340, 46, 46, 30, 0), ('dropout', 340, 46, 46, 30, 0), ('conv2d', 340, 46, 46, 30, 1040740), ('SELU', 340, 46, 46, 30, 0), ('dropout', 340, 46, 46, 30, 0), ('conv2d', 340, 46,... | SELU | 60,435,276 | 28,446,408 | 30 | 7,865 | 93.171875 | 0.933921 | 0.948145 | 0.3032 | 0.01634 | 28 | 0 | 28 | 1 | 1 | SUCCESSFUL | 0.6 | 18,443.1 | 108.51 | 18,552.21 |
input_channels:3_num_classes:685_depth:27_arch:residual_base_filters:304_batch:60_input_size:42_act:selu_dropout:0.4335691935341356_dropout:True_batchnorm:True.out | 18 | [('conv2d', 304, 42, 42, 60, 1216), ('batchnorm2d', 304, 42, 42, 60, 608), ('conv2d', 304, 42, 42, 60, 8512), ('batchnorm2d', 304, 42, 42, 60, 608), ('SELU', 304, 42, 42, 60, 0), ('dropout', 304, 42, 42, 60, 0), ('conv2d', 304, 42, 42, 60, 832048), ('batchnorm2d', 304, 42, 42, 60, 608), ('SELU', 304, 42, 42, 60, 0), ('... | SELU | 9,442,422 | 14,319,835 | 60 | 4,695 | 86.234375 | 0.853889 | 0.788691 | 0.356473 | 0.033 | 18 | 18 | 12 | 1 | 1 | SUCCESSFUL | 1.2 | 5,619 | 54.63 | 5,674.83 |
input_channels:3_num_classes:707_depth:22_arch:hourglass_base_filters:208_batch:56_input_size:168_act:selu_dropout:0.14052730764659424_dropout:True_batchnorm:False.out | 22 | [('conv2d', 208, 168, 168, 56, 5824), ('SELU', 208, 168, 168, 56, 0), ('dropout', 208, 168, 168, 56, 0), ('conv2d', 256, 168, 168, 56, 479488), ('SELU', 256, 168, 168, 56, 0), ('dropout', 256, 168, 168, 56, 0), ('conv2d', 315, 168, 168, 56, 726075), ('SELU', 315, 168, 168, 56, 0), ('dropout', 315, 168, 168, 56, 0), ('c... | SELU | 1,347,641,174 | 142,034,990 | 56 | 38,407 | 40.333333 | 0.0716 | 0.478 | 0.115 | 0.004 | 22 | 0 | 22 | 1 | 1 | OOM_CRASH | 17.92 | 767,698.96 | 541.82 | 768,258.7 |
input_channels:3_num_classes:711_depth:21_arch:bottleneck_base_filters:484_batch:14_input_size:188_act:elu_dropout:0.23539218363449452_dropout:True_batchnorm:True.out | 21 | [('conv2d', 968, 188, 188, 14, 27104), ('batchnorm2d', 968, 188, 188, 14, 1936), ('ELU', 968, 188, 188, 14, 0), ('dropout', 968, 188, 188, 14, 0), ('conv2d', 484, 188, 188, 14, 4217092), ('batchnorm2d', 484, 188, 188, 14, 968), ('ELU', 484, 188, 188, 14, 0), ('dropout', 484, 188, 188, 14, 0), ('conv2d', 520, 188, 188, ... | ELU | 3,091,896,447 | 217,210,887 | 14 | 38,935 | 51.333333 | 0.114 | 0.39 | 0.085667 | 0.019 | 21 | 21 | 21 | 1 | 1 | OOM_CRASH | 5.6 | 412,812.68 | 828.59 | 413,646.87 |
input_channels:3_num_classes:541_depth:28_arch:residual_base_filters:211_batch:24_input_size:84_act:relu_dropout:0.14522361544272241_dropout:False_batchnorm:True.out | 24 | [('conv2d', 211, 84, 84, 24, 844), ('batchnorm2d', 211, 84, 84, 24, 422), ('conv2d', 211, 84, 84, 24, 5908), ('batchnorm2d', 211, 84, 84, 24, 422), ('ReLU', 211, 84, 84, 24, 0), ('conv2d', 211, 84, 84, 24, 400900), ('batchnorm2d', 211, 84, 84, 24, 422), ('ReLU', 211, 84, 84, 24, 0), ('conv2d', 228, 42, 42, 24, 48336), ... | ReLU | 21,350,022 | 12,042,915 | 24 | 4,681 | 89.092308 | 0.904571 | 0.848547 | 0.38134 | 0.025426 | 24 | 24 | 0 | 1 | 1 | SUCCESSFUL | 1.92 | 5,375.28 | 45.94 | 5,423.14 |
input_channels:3_num_classes:602_depth:25_arch:hourglass_base_filters:170_batch:20_input_size:36_act:elu_dropout:0.2930957889094742_dropout:False_batchnorm:True.out | 25 | [('conv2d', 170, 36, 36, 20, 4760), ('batchnorm2d', 170, 36, 36, 20, 340), ('ELU', 170, 36, 36, 20, 0), ('conv2d', 209, 36, 36, 20, 319979), ('batchnorm2d', 209, 36, 36, 20, 418), ('ELU', 209, 36, 36, 20, 0), ('conv2d', 257, 36, 36, 20, 483674), ('batchnorm2d', 257, 36, 36, 20, 514), ('ELU', 257, 36, 36, 20, 0), ('conv... | ELU | 66,249,006 | 150,574,443 | 20 | 10,455 | 94.569231 | 0.926375 | 0.953423 | 0.240019 | 0.013 | 25 | 25 | 0 | 1 | 1 | SUCCESSFUL | 0.2 | 13,478.4 | 574.4 | 14,053 |
input_channels:3_num_classes:947_depth:23_arch:uniform_base_filters:148_batch:22_input_size:102_act:tanh_dropout:0.20222479019201178_dropout:True_batchnorm:False.out | 23 | [('conv2d', 148, 102, 102, 22, 4144), ('Tanh', 148, 102, 102, 22, 0), ('dropout', 148, 102, 102, 22, 0), ('conv2d', 148, 102, 102, 22, 197284), ('Tanh', 148, 102, 102, 22, 0), ('dropout', 148, 102, 102, 22, 0), ('conv2d', 148, 102, 102, 22, 197284), ('Tanh', 148, 102, 102, 22, 0), ('dropout', 148, 102, 102, 22, 0), ('c... | Tanh | 106,247,690 | 4,485,495 | 22 | 9,895 | 95.359375 | 0.914641 | 0.956453 | 0.365057 | 0.015519 | 23 | 0 | 23 | 1 | 1 | SUCCESSFUL | 2.64 | 23,777.6 | 17.11 | 23,797.35 |
input_channels:3_num_classes:538_depth:19_arch:bottleneck_base_filters:411_batch:34_input_size:190_act:mish_dropout:0.25703956463869293_dropout:False_batchnorm:False.out | 19 | [('conv2d', 822, 190, 190, 34, 23016), ('Mish', 822, 190, 190, 34, 0), ('conv2d', 411, 190, 190, 34, 3040989), ('Mish', 411, 190, 190, 34, 0), ('conv2d', 449, 190, 190, 34, 1661300), ('Mish', 449, 190, 190, 34, 0), ('conv2d', 491, 190, 190, 34, 1984622), ('Mish', 491, 190, 190, 34, 0), ('conv2d', 537, 190, 190, 34, 237... | Mish | 1,325,450,549 | 172,227,576 | 34 | 39,771 | 32.666667 | 0.2218 | 0.303 | 0.062667 | 0.0185 | 19 | 0 | 0 | 1 | 1 | OOM_CRASH | 13.94 | 515,731.38 | 657 | 516,402.32 |
input_channels:3_num_classes:582_depth:15_arch:bottleneck_base_filters:454_batch:34_input_size:118_act:relu_dropout:0.3663207416438604_dropout:False_batchnorm:False.out | 15 | [('conv2d', 908, 118, 118, 34, 25424), ('ReLU', 908, 118, 118, 34, 0), ('conv2d', 454, 118, 118, 34, 3710542), ('ReLU', 454, 118, 118, 34, 0), ('conv2d', 505, 118, 118, 34, 2063935), ('ReLU', 505, 118, 118, 34, 0), ('conv2d', 563, 118, 118, 34, 2559398), ('ReLU', 563, 118, 118, 34, 0), ('conv2d', 626, 118, 118, 34, 317... | ReLU | 415,801,491 | 137,245,938 | 34 | 40,097 | 32.571429 | 0.275 | 0.681 | 0.163 | 0.0515 | 15 | 0 | 0 | 1 | 1 | OOM_CRASH | 5.44 | 161,787.64 | 523.55 | 162,316.63 |
input_channels:3_num_classes:593_depth:27_arch:residual_base_filters:396_batch:10_input_size:134_act:prelu_dropout:0.10003309054852033_dropout:True_batchnorm:False.out | 30 | [('conv2d', 396, 134, 134, 10, 1584), ('conv2d', 396, 134, 134, 10, 11088), ('PReLU', 396, 134, 134, 10, 0), ('dropout', 396, 134, 134, 10, 0), ('conv2d', 396, 134, 134, 10, 1411740), ('PReLU', 396, 134, 134, 10, 0), ('dropout', 396, 134, 134, 10, 0), ('conv2d', 420, 67, 67, 10, 166740), ('conv2d', 420, 67, 67, 10, 149... | PReLU | 88,015,691 | 51,901,625 | 10 | 6,643 | 93.092308 | 0.932524 | 0.8792 | 0.354019 | 0.016481 | 30 | 0 | 20 | 1 | 1 | SUCCESSFUL | 2.1 | 10,552.2 | 197.99 | 10,752.29 |
input_channels:3_num_classes:997_depth:24_arch:gradual_base_filters:175_batch:14_input_size:110_act:mish_dropout:0.385754863756549_dropout:False_batchnorm:True.out | 24 | [('conv2d', 175, 110, 110, 14, 4900), ('batchnorm2d', 175, 110, 110, 14, 350), ('Mish', 175, 110, 110, 14, 0), ('conv2d', 184, 110, 110, 14, 289984), ('batchnorm2d', 184, 110, 110, 14, 368), ('Mish', 184, 110, 110, 14, 0), ('conv2d', 193, 110, 110, 14, 319801), ('batchnorm2d', 193, 110, 110, 14, 386), ('Mish', 193, 110... | Mish | 292,072,362 | 26,237,327 | 14 | 26,693 | 94.630769 | 0.941905 | 0.924741 | 0.303811 | 0.038093 | 24 | 24 | 0 | 1 | 1 | SUCCESSFUL | 1.96 | 41,595.54 | 100.09 | 41,697.59 |
input_channels:3_num_classes:891_depth:21_arch:bottleneck_base_filters:491_batch:58_input_size:144_act:gelu_dropout:0.3170383282268375_dropout:True_batchnorm:False.out | 21 | [('conv2d', 982, 144, 144, 58, 27496), ('GELU', 982, 144, 144, 58, 0), ('dropout', 982, 144, 144, 58, 0), ('conv2d', 491, 144, 144, 58, 4339949), ('GELU', 491, 144, 144, 58, 0), ('dropout', 491, 144, 144, 58, 0), ('conv2d', 527, 144, 144, 58, 2329340), ('GELU', 527, 144, 144, 58, 0), ('dropout', 527, 144, 144, 58, 0), ... | GELU | 1,369,139,560 | 219,716,383 | 58 | 40,215 | 15.75 | 0.1006 | 0.308333 | 0.078 | 0.015 | 21 | 0 | 21 | 1 | 1 | OOM_CRASH | 13.92 | 807,800.8 | 838.15 | 808,652.87 |
input_channels:3_num_classes:814_depth:28_arch:hourglass_base_filters:265_batch:14_input_size:100_act:elu_dropout:0.14598730671551402_dropout:True_batchnorm:True.out | 28 | [('conv2d', 265, 100, 100, 14, 7420), ('batchnorm2d', 265, 100, 100, 14, 530), ('ELU', 265, 100, 100, 14, 0), ('dropout', 265, 100, 100, 14, 0), ('conv2d', 306, 100, 100, 14, 730116), ('batchnorm2d', 306, 100, 100, 14, 612), ('ELU', 306, 100, 100, 14, 0), ('dropout', 306, 100, 100, 14, 0), ('conv2d', 354, 100, 100, 14,... | ELU | 906,401,893 | 216,240,746 | 14 | 40,225 | 44.75 | 0.179 | 0.6335 | 0.1355 | 0.030333 | 28 | 28 | 28 | 1 | 1 | OOM_CRASH | 1.54 | 121,017.68 | 824.89 | 121,844.11 |
input_channels:3_num_classes:603_depth:22_arch:dense_base_filters:405_batch:8_input_size:148_act:mish_dropout:0.4605520426003593_dropout:False_batchnorm:False.out | 21 | [('conv2d', 32, 148, 148, 8, 896), ('Mish', 32, 148, 148, 8, 0), ('conv2d', 32, 148, 148, 8, 10112), ('Mish', 32, 148, 148, 8, 0), ('conv2d', 32, 148, 148, 8, 19328), ('Mish', 32, 148, 148, 8, 0), ('conv2d', 32, 148, 148, 8, 28544), ('Mish', 32, 148, 148, 8, 0), ('conv2d', 65, 148, 148, 8, 8580), ('ReLU', 65, 148, 148,... | Mish | 14,064,151 | 1,821,946 | 8 | 3,927 | 90.65625 | 0.907111 | 0.831836 | 0.412091 | 0.125982 | 21 | 0 | 0 | 1 | 1 | SUCCESSFUL | 2 | 2,020.88 | 6.95 | 2,029.83 |
input_channels:3_num_classes:808_depth:23_arch:bottleneck_base_filters:94_batch:18_input_size:106_act:prelu_dropout:0.4347390973599665_dropout:True_batchnorm:True.out | 23 | [('conv2d', 188, 106, 106, 18, 5264), ('batchnorm2d', 188, 106, 106, 18, 376), ('PReLU', 188, 106, 106, 18, 0), ('dropout', 188, 106, 106, 18, 0), ('conv2d', 94, 106, 106, 18, 159142), ('batchnorm2d', 94, 106, 106, 18, 188), ('PReLU', 94, 106, 106, 18, 0), ('dropout', 94, 106, 106, 18, 0), ('conv2d', 108, 106, 106, 18,... | PReLU | 592,095,652 | 102,741,026 | 18 | 40,345 | 41.2 | 0.100667 | 0.305 | 0.067 | 0.012 | 23 | 23 | 23 | 1 | 1 | OOM_CRASH | 2.34 | 101,639.88 | 391.93 | 102,034.15 |
input_channels:3_num_classes:876_depth:17_arch:dense_base_filters:245_batch:54_input_size:44_act:mish_dropout:0.23060966757733545_dropout:False_batchnorm:True.out | 17 | [('conv2d', 32, 44, 44, 54, 896), ('batchnorm2d', 32, 44, 44, 54, 64), ('Mish', 32, 44, 44, 54, 0), ('conv2d', 32, 44, 44, 54, 10112), ('batchnorm2d', 32, 44, 44, 54, 64), ('Mish', 32, 44, 44, 54, 0), ('conv2d', 32, 44, 44, 54, 19328), ('batchnorm2d', 32, 44, 44, 54, 64), ('Mish', 32, 44, 44, 54, 0), ('conv2d', 32, 44,... | Mish | 1,680,713 | 1,296,094 | 54 | 2,871 | 74.692308 | 0.734766 | 0.584196 | 0.26425 | 0.056143 | 17 | 17 | 0 | 1 | 1 | SUCCESSFUL | 1.08 | 1,245.24 | 4.94 | 1,251.26 |
input_channels:3_num_classes:622_depth:18_arch:hourglass_base_filters:191_batch:8_input_size:122_act:leaky_relu_dropout:0.40521720062535804_dropout:False_batchnorm:True.out | 18 | [('conv2d', 191, 122, 122, 8, 5348), ('batchnorm2d', 191, 122, 122, 8, 382), ('LeakyReLU', 191, 122, 122, 8, 0), ('conv2d', 248, 122, 122, 8, 426560), ('batchnorm2d', 248, 122, 122, 8, 496), ('LeakyReLU', 248, 122, 122, 8, 0), ('conv2d', 323, 122, 122, 8, 721259), ('batchnorm2d', 323, 122, 122, 8, 646), ('LeakyReLU', 3... | LeakyReLU | 549,488,947 | 104,650,122 | 8 | 25,211 | 93.619048 | 0.925844 | 0.96663 | 0.211426 | 0.007534 | 18 | 18 | 0 | 1 | 1 | SUCCESSFUL | 1.36 | 44,717.52 | 399.21 | 45,118.09 |
input_channels:3_num_classes:944_depth:29_arch:hourglass_base_filters:388_batch:30_input_size:210_act:prelu_dropout:0.32777504814202674_dropout:False_batchnorm:True.out | 29 | [('conv2d', 388, 210, 210, 30, 10864), ('batchnorm2d', 388, 210, 210, 30, 776), ('PReLU', 388, 210, 210, 30, 0), ('conv2d', 436, 210, 210, 30, 1522948), ('batchnorm2d', 436, 210, 210, 30, 872), ('PReLU', 436, 210, 210, 30, 0), ('conv2d', 492, 210, 210, 30, 1931100), ('batchnorm2d', 492, 210, 210, 30, 984), ('PReLU', 49... | PReLU | 3,611,263,076 | 279,440,491 | 30 | 37,397 | 52.666667 | 0.209667 | 0.2345 | 0.053 | 0.0045 | 29 | 29 | 0 | 1 | 1 | OOM_CRASH | 15 | 1,102,069.8 | 1,065.98 | 1,103,150.78 |
input_channels:3_num_classes:976_depth:21_arch:dense_base_filters:447_batch:44_input_size:152_act:gelu_dropout:0.11660081361315036_dropout:True_batchnorm:False.out | 21 | [('conv2d', 32, 152, 152, 44, 896), ('GELU', 32, 152, 152, 44, 0), ('dropout', 32, 152, 152, 44, 0), ('conv2d', 32, 152, 152, 44, 10112), ('GELU', 32, 152, 152, 44, 0), ('dropout', 32, 152, 152, 44, 0), ('conv2d', 32, 152, 152, 44, 19328), ('GELU', 32, 152, 152, 44, 0), ('dropout', 32, 152, 152, 44, 0), ('conv2d', 32, ... | GELU | 20,749,921 | 2,037,540 | 44 | 14,827 | 95.444444 | 0.918683 | 0.883571 | 0.468089 | 0.123554 | 21 | 0 | 20 | 1 | 1 | SUCCESSFUL | 11.44 | 13,709.52 | 7.77 | 13,728.73 |
input_channels:3_num_classes:774_depth:26_arch:dense_base_filters:449_batch:48_input_size:124_act:relu_dropout:0.27724366166416214_dropout:False_batchnorm:False.out | 25 | [('conv2d', 32, 124, 124, 48, 896), ('ReLU', 32, 124, 124, 48, 0), ('conv2d', 32, 124, 124, 48, 10112), ('ReLU', 32, 124, 124, 48, 0), ('conv2d', 32, 124, 124, 48, 19328), ('ReLU', 32, 124, 124, 48, 0), ('conv2d', 32, 124, 124, 48, 28544), ('ReLU', 32, 124, 124, 48, 0), ('conv2d', 65, 124, 124, 48, 8580), ('ReLU', 65, ... | ReLU | 10,857,709 | 2,739,984 | 48 | 14,517 | 93.323077 | 0.922397 | 0.904286 | 0.478786 | 0.111655 | 25 | 0 | 0 | 1 | 1 | SUCCESSFUL | 8.64 | 10,044.96 | 10.45 | 10,064.05 |
input_channels:3_num_classes:759_depth:18_arch:dense_base_filters:335_batch:16_input_size:182_act:selu_dropout:0.37187184867330325_dropout:True_batchnorm:True.out | 17 | [('conv2d', 32, 182, 182, 16, 896), ('batchnorm2d', 32, 182, 182, 16, 64), ('SELU', 32, 182, 182, 16, 0), ('dropout', 32, 182, 182, 16, 0), ('conv2d', 32, 182, 182, 16, 10112), ('batchnorm2d', 32, 182, 182, 16, 64), ('SELU', 32, 182, 182, 16, 0), ('dropout', 32, 182, 182, 16, 0), ('conv2d', 32, 182, 182, 16, 19328), ('... | SELU | 36,140,251 | 1,243,444 | 16 | 7,413 | 93.15625 | 0.902781 | 0.795093 | 0.398963 | 0.107273 | 17 | 17 | 16 | 1 | 1 | SUCCESSFUL | 6.08 | 7,214.72 | 4.74 | 7,225.54 |
input_channels:3_num_classes:967_depth:28_arch:gradual_base_filters:361_batch:54_input_size:186_act:elu_dropout:0.10775129072246022_dropout:True_batchnorm:False.out | 28 | [('conv2d', 361, 186, 186, 54, 10108), ('ELU', 361, 186, 186, 54, 0), ('dropout', 361, 186, 186, 54, 0), ('conv2d', 372, 186, 186, 54, 1209000), ('ELU', 372, 186, 186, 54, 0), ('dropout', 372, 186, 186, 54, 0), ('conv2d', 384, 186, 186, 54, 1286016), ('ELU', 384, 186, 186, 54, 0), ('dropout', 384, 186, 186, 54, 0), ('c... | ELU | 1,643,381,959 | 82,664,451 | 54 | 38,585 | 44.5 | 0.0734 | 0.4685 | 0.1295 | 0 | 28 | 0 | 28 | 1 | 1 | OOM_CRASH | 21.6 | 902,736.36 | 315.34 | 903,073.3 |
input_channels:3_num_classes:543_depth:20_arch:residual_base_filters:160_batch:34_input_size:160_act:prelu_dropout:0.4519950671825036_dropout:True_batchnorm:True.out | 30 | [('conv2d', 160, 160, 160, 34, 640), ('batchnorm2d', 160, 160, 160, 34, 320), ('conv2d', 160, 160, 160, 34, 4480), ('batchnorm2d', 160, 160, 160, 34, 320), ('PReLU', 160, 160, 160, 34, 0), ('dropout', 160, 160, 160, 34, 0), ('conv2d', 160, 160, 160, 34, 230560), ('batchnorm2d', 160, 160, 160, 34, 320), ('PReLU', 160, 1... | PReLU | 77,268,339 | 18,534,214 | 34 | 14,577 | 95.222222 | 0.905891 | 0.885456 | 0.416158 | 0.033246 | 30 | 30 | 20 | 1 | 1 | SUCCESSFUL | 9.86 | 26,056.24 | 70.7 | 26,136.8 |
input_channels:3_num_classes:790_depth:29_arch:uniform_base_filters:302_batch:48_input_size:124_act:tanh_dropout:0.35985564721456087_dropout:True_batchnorm:True.out | 29 | [('conv2d', 302, 124, 124, 48, 8456), ('batchnorm2d', 302, 124, 124, 48, 604), ('Tanh', 302, 124, 124, 48, 0), ('dropout', 302, 124, 124, 48, 0), ('conv2d', 302, 124, 124, 48, 821138), ('batchnorm2d', 302, 124, 124, 48, 604), ('Tanh', 302, 124, 124, 48, 0), ('dropout', 302, 124, 124, 48, 0), ('conv2d', 302, 124, 124, 4... | Tanh | 538,653,914 | 23,257,206 | 48 | 39,519 | 37.666667 | 0.11075 | 0.003 | 0.001 | 0 | 29 | 29 | 29 | 1 | 1 | OOM_CRASH | 8.64 | 246,576 | 88.72 | 246,673.36 |
input_channels:3_num_classes:716_depth:16_arch:uniform_base_filters:231_batch:52_input_size:94_act:mish_dropout:0.2616497211953955_dropout:True_batchnorm:True.out | 16 | [('conv2d', 231, 94, 94, 52, 6468), ('batchnorm2d', 231, 94, 94, 52, 462), ('Mish', 231, 94, 94, 52, 0), ('dropout', 231, 94, 94, 52, 0), ('conv2d', 231, 94, 94, 52, 480480), ('batchnorm2d', 231, 94, 94, 52, 462), ('Mish', 231, 94, 94, 52, 0), ('dropout', 231, 94, 94, 52, 0), ('conv2d', 231, 94, 94, 52, 480480), ('batc... | Mish | 130,633,087 | 7,387,172 | 52 | 25,877 | 93.921875 | 0.93881 | 0.907547 | 0.405208 | 0.054091 | 16 | 16 | 16 | 1 | 1 | SUCCESSFUL | 5.2 | 64,782.12 | 28.18 | 64,815.5 |
input_channels:3_num_classes:784_depth:19_arch:residual_base_filters:396_batch:30_input_size:214_act:mish_dropout:0.3181247437800705_dropout:False_batchnorm:True.out | 27 | [('conv2d', 396, 214, 214, 30, 1584), ('batchnorm2d', 396, 214, 214, 30, 792), ('conv2d', 396, 214, 214, 30, 11088), ('batchnorm2d', 396, 214, 214, 30, 792), ('Mish', 396, 214, 214, 30, 0), ('conv2d', 396, 214, 214, 30, 1411740), ('batchnorm2d', 396, 214, 214, 30, 792), ('Mish', 396, 214, 214, 30, 0), ('conv2d', 431, 1... | Mish | 262,427,414 | 55,633,428 | 30 | 39,327 | 94.292308 | 0.927857 | 0.920691 | 0.349891 | 0.041109 | 27 | 27 | 0 | 1 | 1 | SUCCESSFUL | 15.6 | 82,589.1 | 212.22 | 82,816.92 |
input_channels:3_num_classes:782_depth:26_arch:gradual_base_filters:74_batch:60_input_size:132_act:elu_dropout:0.3441738132512452_dropout:True_batchnorm:False.out | 26 | [('conv2d', 74, 132, 132, 60, 2072), ('ELU', 74, 132, 132, 60, 0), ('dropout', 74, 132, 132, 60, 0), ('conv2d', 78, 132, 132, 60, 52026), ('ELU', 78, 132, 132, 60, 0), ('dropout', 78, 132, 132, 60, 0), ('conv2d', 84, 132, 132, 60, 59052), ('ELU', 84, 132, 132, 60, 0), ('dropout', 84, 132, 132, 60, 0), ('conv2d', 89, 13... | ELU | 249,234,825 | 9,255,259 | 60 | 40,191 | 37.666667 | 0.10875 | 0 | 0 | 0 | 26 | 0 | 26 | 1 | 1 | OOM_CRASH | 12 | 152,120.4 | 35.31 | 152,167.71 |
input_channels:3_num_classes:662_depth:16_arch:uniform_base_filters:72_batch:50_input_size:82_act:leaky_relu_dropout:0.11211466458099872_dropout:True_batchnorm:True.out | 16 | [('conv2d', 72, 82, 82, 50, 2016), ('batchnorm2d', 72, 82, 82, 50, 144), ('LeakyReLU', 72, 82, 82, 50, 0), ('dropout', 72, 82, 82, 50, 0), ('conv2d', 72, 82, 82, 50, 46728), ('batchnorm2d', 72, 82, 82, 50, 144), ('LeakyReLU', 72, 82, 82, 50, 0), ('dropout', 72, 82, 82, 50, 0), ('conv2d', 72, 82, 82, 50, 46728), ('batch... | LeakyReLU | 30,985,588 | 753,566 | 50 | 7,275 | 90.953125 | 0.892563 | 0.825321 | 0.348768 | 0.023636 | 16 | 16 | 16 | 1 | 1 | SUCCESSFUL | 4 | 14,775 | 2.87 | 14,781.87 |
input_channels:3_num_classes:953_depth:16_arch:pyramid_base_filters:510_batch:54_input_size:114_act:relu_dropout:0.22961523815911633_dropout:True_batchnorm:True.out | 16 | [('conv2d', 510, 114, 114, 54, 14280), ('batchnorm2d', 510, 114, 114, 54, 1020), ('ReLU', 510, 114, 114, 54, 0), ('dropout', 510, 114, 114, 54, 0), ('conv2d', 556, 114, 114, 54, 2552596), ('batchnorm2d', 556, 114, 114, 54, 1112), ('ReLU', 556, 114, 114, 54, 0), ('dropout', 556, 114, 114, 54, 0), ('conv2d', 606, 114, 11... | ReLU | 880,248,855 | 170,570,940 | 54 | 39,001 | 35.4 | 0.11725 | 0 | 0 | 0.001 | 16 | 16 | 16 | 1 | 1 | OOM_CRASH | 8.1 | 453,313.8 | 650.68 | 453,972.58 |
input_channels:3_num_classes:879_depth:24_arch:bottleneck_base_filters:459_batch:26_input_size:36_act:relu_dropout:0.41452705555648905_dropout:True_batchnorm:False.out | 24 | [('conv2d', 918, 36, 36, 26, 25704), ('ReLU', 918, 36, 36, 26, 0), ('dropout', 918, 36, 36, 26, 0), ('conv2d', 459, 36, 36, 26, 3792717), ('ReLU', 459, 36, 36, 26, 0), ('dropout', 459, 36, 36, 26, 0), ('conv2d', 489, 36, 36, 26, 2020548), ('ReLU', 489, 36, 36, 26, 0), ('dropout', 489, 36, 36, 26, 0), ('conv2d', 522, 36... | ReLU | 95,489,069 | 245,472,793 | 26 | 14,553 | 93.123077 | 0.923188 | 0.955414 | 0.227172 | 0.004778 | 24 | 0 | 24 | 1 | 1 | SUCCESSFUL | 0.26 | 25,255.36 | 936.4 | 26,192.02 |
input_channels:3_num_classes:505_depth:23_arch:dense_base_filters:470_batch:40_input_size:214_act:softplus_dropout:0.4925468778853237_dropout:True_batchnorm:True.out | 21 | [('conv2d', 32, 214, 214, 40, 896), ('batchnorm2d', 32, 214, 214, 40, 64), ('Softplus', 32, 214, 214, 40, 0), ('dropout', 32, 214, 214, 40, 0), ('conv2d', 32, 214, 214, 40, 10112), ('batchnorm2d', 32, 214, 214, 40, 64), ('Softplus', 32, 214, 214, 40, 0), ('dropout', 32, 214, 214, 40, 0), ('conv2d', 32, 214, 214, 40, 19... | Softplus | 55,826,911 | 1,766,712 | 40 | 25,175 | 94.640625 | 0.929698 | 0.837673 | 0.437 | 0.115673 | 21 | 21 | 20 | 1 | 1 | SUCCESSFUL | 20.8 | 29,189.2 | 6.74 | 29,216.74 |
input_channels:3_num_classes:702_depth:29_arch:uniform_base_filters:214_batch:12_input_size:206_act:tanh_dropout:0.2267691743392967_dropout:True_batchnorm:True.out | 29 | [('conv2d', 214, 206, 206, 12, 5992), ('batchnorm2d', 214, 206, 206, 12, 428), ('Tanh', 214, 206, 206, 12, 0), ('dropout', 214, 206, 206, 12, 0), ('conv2d', 214, 206, 206, 12, 412378), ('batchnorm2d', 214, 206, 206, 12, 428), ('Tanh', 214, 206, 206, 12, 0), ('dropout', 214, 206, 206, 12, 0), ('conv2d', 214, 206, 206, 1... | Tanh | 1,053,432,882 | 11,715,918 | 12 | 40,179 | 23.333333 | 0.11975 | 0.003 | 0.002 | 0.009 | 29 | 29 | 29 | 1 | 1 | OOM_CRASH | 5.88 | 120,555.84 | 44.69 | 120,606.41 |
input_channels:3_num_classes:647_depth:28_arch:pyramid_base_filters:237_batch:44_input_size:168_act:gelu_dropout:0.4634009482825281_dropout:False_batchnorm:True.out | 28 | [('conv2d', 237, 168, 168, 44, 6636), ('batchnorm2d', 237, 168, 168, 44, 474), ('GELU', 237, 168, 168, 44, 0), ('conv2d', 255, 168, 168, 44, 544170), ('batchnorm2d', 255, 168, 168, 44, 510), ('GELU', 255, 168, 168, 44, 0), ('conv2d', 276, 168, 168, 44, 633696), ('batchnorm2d', 276, 168, 168, 44, 552), ('GELU', 276, 168... | GELU | 1,914,013,750 | 207,677,117 | 44 | 38,575 | 27.4 | 0.1508 | 0.219333 | 0.052333 | 0.011 | 28 | 28 | 0 | 1 | 1 | OOM_CRASH | 14.08 | 856,695.4 | 792.23 | 857,501.71 |
input_channels:3_num_classes:863_depth:25_arch:pyramid_base_filters:242_batch:58_input_size:48_act:mish_dropout:0.15357933585844635_dropout:False_batchnorm:False.out | 25 | [('conv2d', 242, 48, 48, 58, 6776), ('Mish', 242, 48, 48, 58, 0), ('conv2d', 263, 48, 48, 58, 573077), ('Mish', 263, 48, 48, 58, 0), ('conv2d', 287, 48, 48, 58, 679616), ('Mish', 287, 48, 48, 58, 0), ('conv2d', 312, 48, 48, 58, 806208), ('Mish', 312, 48, 48, 58, 0), ('conv2d', 340, 48, 48, 58, 955060), ('Mish', 340, 48... | Mish | 93,274,134 | 184,445,514 | 58 | 39,235 | 93.712121 | 0.947672 | 0.963345 | 0.205741 | 0.014855 | 25 | 0 | 0 | 1 | 1 | SUCCESSFUL | 1.74 | 61,910.36 | 703.6 | 62,615.7 |
input_channels:3_num_classes:782_depth:21_arch:gradual_base_filters:427_batch:56_input_size:90_act:relu_dropout:0.43734424628686275_dropout:False_batchnorm:True.out | 21 | [('conv2d', 427, 90, 90, 56, 11956), ('batchnorm2d', 427, 90, 90, 56, 854), ('ReLU', 427, 90, 90, 56, 0), ('conv2d', 443, 90, 90, 56, 1702892), ('batchnorm2d', 443, 90, 90, 56, 886), ('ReLU', 443, 90, 90, 56, 0), ('conv2d', 460, 90, 90, 56, 1834480), ('batchnorm2d', 460, 90, 90, 56, 920), ('ReLU', 460, 90, 90, 56, 0), ... | ReLU | 324,407,464 | 76,482,008 | 56 | 40,267 | 13.833333 | 0.1418 | 0.3815 | 0.107 | 0.014 | 21 | 21 | 0 | 1 | 1 | OOM_CRASH | 5.04 | 184,802.24 | 291.76 | 185,099.04 |
input_channels:3_num_classes:897_depth:22_arch:hourglass_base_filters:330_batch:56_input_size:34_act:swish_dropout:0.2075464802786499_dropout:True_batchnorm:False.out | 22 | [('conv2d', 330, 34, 34, 56, 9240), ('SiLU', 330, 34, 34, 56, 0), ('dropout', 330, 34, 34, 56, 0), ('conv2d', 389, 34, 34, 56, 1155719), ('SiLU', 389, 34, 34, 56, 0), ('dropout', 389, 34, 34, 56, 0), ('conv2d', 459, 34, 34, 56, 1607418), ('SiLU', 459, 34, 34, 56, 0), ('dropout', 459, 34, 34, 56, 0), ('conv2d', 542, 34,... | SiLU | 65,963,484 | 183,780,567 | 56 | 18,795 | 94.369231 | 0.944222 | 0.967891 | 0.226073 | 0.009035 | 22 | 0 | 22 | 1 | 1 | SUCCESSFUL | 0.56 | 37,576.56 | 701.07 | 38,278.19 |
input_channels:3_num_classes:801_depth:23_arch:residual_base_filters:499_batch:44_input_size:62_act:selu_dropout:0.46422296797993157_dropout:True_batchnorm:True.out | 18 | [('conv2d', 499, 62, 62, 44, 1996), ('batchnorm2d', 499, 62, 62, 44, 998), ('conv2d', 499, 62, 62, 44, 13972), ('batchnorm2d', 499, 62, 62, 44, 998), ('SELU', 499, 62, 62, 44, 0), ('dropout', 499, 62, 62, 44, 0), ('conv2d', 499, 62, 62, 44, 2241508), ('batchnorm2d', 499, 62, 62, 44, 998), ('SELU', 499, 62, 62, 44, 0), ... | SELU | 33,295,260 | 36,387,421 | 44 | 8,913 | 92.907692 | 0.91681 | 0.92666 | 0.367434 | 0.026434 | 18 | 18 | 12 | 1 | 1 | SUCCESSFUL | 1.76 | 14,529.68 | 138.81 | 14,670.25 |
input_channels:3_num_classes:876_depth:16_arch:dense_base_filters:73_batch:40_input_size:164_act:prelu_dropout:0.23818180280680382_dropout:True_batchnorm:False.out | 17 | [('conv2d', 32, 164, 164, 40, 896), ('PReLU', 32, 164, 164, 40, 0), ('dropout', 32, 164, 164, 40, 0), ('conv2d', 32, 164, 164, 40, 10112), ('PReLU', 32, 164, 164, 40, 0), ('dropout', 32, 164, 164, 40, 0), ('conv2d', 32, 164, 164, 40, 19328), ('PReLU', 32, 164, 164, 40, 0), ('dropout', 32, 164, 164, 40, 0), ('conv2d', 3... | PReLU | 21,572,793 | 1,294,940 | 40 | 12,039 | 94.265625 | 0.907969 | 0.877891 | 0.4648 | 0.128036 | 17 | 0 | 16 | 1 | 1 | SUCCESSFUL | 12.4 | 12,273.6 | 4.94 | 12,290.94 |
input_channels:3_num_classes:864_depth:18_arch:uniform_base_filters:172_batch:20_input_size:82_act:elu_dropout:0.31379209649277523_dropout:False_batchnorm:False.out | 18 | [('conv2d', 172, 82, 82, 20, 4816), ('ELU', 172, 82, 82, 20, 0), ('conv2d', 172, 82, 82, 20, 266428), ('ELU', 172, 82, 82, 20, 0), ('conv2d', 172, 82, 82, 20, 266428), ('ELU', 172, 82, 82, 20, 0), ('conv2d', 172, 82, 82, 20, 266428), ('ELU', 172, 82, 82, 20, 0), ('conv2d', 172, 82, 82, 20, 266428), ('ELU', 172, 82, 82,... | ELU | 41,636,908 | 4,683,564 | 20 | 5,779 | 92.921875 | 0.909078 | 0.909556 | 0.326907 | 0.01787 | 18 | 0 | 0 | 1 | 1 | SUCCESSFUL | 1.6 | 9,529.8 | 17.87 | 9,549.27 |
input_channels:3_num_classes:931_depth:15_arch:gradual_base_filters:315_batch:44_input_size:182_act:leaky_relu_dropout:0.3131654404856161_dropout:True_batchnorm:True.out | 15 | [('conv2d', 315, 182, 182, 44, 8820), ('batchnorm2d', 315, 182, 182, 44, 630), ('LeakyReLU', 315, 182, 182, 44, 0), ('dropout', 315, 182, 182, 44, 0), ('conv2d', 335, 182, 182, 44, 950060), ('batchnorm2d', 335, 182, 182, 44, 670), ('LeakyReLU', 335, 182, 182, 44, 0), ('dropout', 335, 182, 182, 44, 0), ('conv2d', 356, 1... | LeakyReLU | 1,003,527,320 | 34,549,310 | 44 | 40,033 | 26.8 | 0.092 | 0 | 0 | 0.0845 | 15 | 15 | 15 | 1 | 1 | OOM_CRASH | 16.72 | 421,096.72 | 131.8 | 421,245.24 |
input_channels:3_num_classes:864_depth:23_arch:dense_base_filters:191_batch:6_input_size:100_act:mish_dropout:0.181452376453363_dropout:False_batchnorm:True.out | 21 | [('conv2d', 32, 100, 100, 6, 896), ('batchnorm2d', 32, 100, 100, 6, 64), ('Mish', 32, 100, 100, 6, 0), ('conv2d', 32, 100, 100, 6, 10112), ('batchnorm2d', 32, 100, 100, 6, 64), ('Mish', 32, 100, 100, 6, 0), ('conv2d', 32, 100, 100, 6, 19328), ('batchnorm2d', 32, 100, 100, 6, 64), ('Mish', 32, 100, 100, 6, 0), ('conv2d'... | Mish | 9,632,305 | 1,974,214 | 6 | 2,559 | 86.507937 | 0.863016 | 0.637164 | 0.272255 | 0.108655 | 21 | 21 | 0 | 1 | 1 | SUCCESSFUL | 0.66 | 838.98 | 7.53 | 847.17 |
input_channels:3_num_classes:647_depth:22_arch:uniform_base_filters:371_batch:12_input_size:160_act:gelu_dropout:0.44270229294039454_dropout:True_batchnorm:False.out | 22 | [('conv2d', 371, 160, 160, 12, 10388), ('GELU', 371, 160, 160, 12, 0), ('dropout', 371, 160, 160, 12, 0), ('conv2d', 371, 160, 160, 12, 1239140), ('GELU', 371, 160, 160, 12, 0), ('dropout', 371, 160, 160, 12, 0), ('conv2d', 371, 160, 160, 12, 1239140), ('GELU', 371, 160, 160, 12, 0), ('dropout', 371, 160, 160, 12, 0), ... | GELU | 626,843,265 | 26,273,012 | 12 | 26,743 | 94.430769 | 0.938859 | 0.90463 | 0.319259 | 0.020164 | 22 | 0 | 22 | 1 | 1 | SUCCESSFUL | 3.48 | 76,518.96 | 100.22 | 76,622.66 |
input_channels:3_num_classes:682_depth:18_arch:pyramid_base_filters:185_batch:56_input_size:180_act:prelu_dropout:0.3339589834027191_dropout:True_batchnorm:True.out | 18 | [('conv2d', 185, 180, 180, 56, 5180), ('batchnorm2d', 185, 180, 180, 56, 370), ('PReLU', 185, 180, 180, 56, 0), ('dropout', 185, 180, 180, 56, 0), ('conv2d', 211, 180, 180, 56, 351526), ('batchnorm2d', 211, 180, 180, 56, 422), ('PReLU', 211, 180, 180, 56, 0), ('dropout', 211, 180, 180, 56, 0), ('conv2d', 241, 180, 180,... | PReLU | 1,688,431,955 | 107,852,908 | 56 | 38,697 | 35.166667 | 0.0952 | 0.2855 | 0.087 | 0 | 18 | 18 | 18 | 1 | 1 | OOM_CRASH | 20.72 | 901,719.84 | 411.43 | 902,151.99 |
input_channels:3_num_classes:590_depth:24_arch:uniform_base_filters:226_batch:28_input_size:186_act:selu_dropout:0.4132057361104504_dropout:False_batchnorm:False.out | 24 | [('conv2d', 226, 186, 186, 28, 6328), ('SELU', 226, 186, 186, 28, 0), ('conv2d', 226, 186, 186, 28, 459910), ('SELU', 226, 186, 186, 28, 0), ('conv2d', 226, 186, 186, 28, 459910), ('SELU', 226, 186, 186, 28, 0), ('conv2d', 226, 186, 186, 28, 459910), ('SELU', 226, 186, 186, 28, 0), ('conv2d', 226, 186, 186, 28, 459910)... | SELU | 375,298,814 | 10,718,188 | 28 | 39,747 | 28.333333 | 0.13475 | 0.372 | 0.132 | 0 | 24 | 0 | 0 | 1 | 1 | OOM_CRASH | 11.2 | 120,258.6 | 40.89 | 120,310.69 |
input_channels:3_num_classes:669_depth:20_arch:dense_base_filters:398_batch:58_input_size:204_act:elu_dropout:0.22759033028955278_dropout:False_batchnorm:True.out | 21 | [('conv2d', 32, 204, 204, 58, 896), ('batchnorm2d', 32, 204, 204, 58, 64), ('ELU', 32, 204, 204, 58, 0), ('conv2d', 32, 204, 204, 58, 10112), ('batchnorm2d', 32, 204, 204, 58, 64), ('ELU', 32, 204, 204, 58, 0), ('conv2d', 32, 204, 204, 58, 19328), ('batchnorm2d', 32, 204, 204, 58, 64), ('ELU', 32, 204, 204, 58, 0), ('c... | ELU | 40,078,123 | 1,861,504 | 58 | 30,023 | 93.338462 | 0.911406 | 0.836075 | 0.426075 | 0.112055 | 21 | 21 | 0 | 1 | 1 | SUCCESSFUL | 27.84 | 33,746.72 | 7.1 | 33,781.66 |
input_channels:3_num_classes:962_depth:22_arch:pyramid_base_filters:372_batch:18_input_size:94_act:swish_dropout:0.3808637619937897_dropout:True_batchnorm:True.out | 22 | [('conv2d', 372, 94, 94, 18, 10416), ('batchnorm2d', 372, 94, 94, 18, 744), ('SiLU', 372, 94, 94, 18, 0), ('dropout', 372, 94, 94, 18, 0), ('conv2d', 401, 94, 94, 18, 1342949), ('batchnorm2d', 401, 94, 94, 18, 802), ('SiLU', 401, 94, 94, 18, 0), ('dropout', 401, 94, 94, 18, 0), ('conv2d', 434, 94, 94, 18, 1566740), ('b... | SiLU | 734,416,795 | 201,942,438 | 18 | 39,889 | 43.428571 | 0.1734 | 0.2195 | 0.055 | 0.0105 | 22 | 22 | 22 | 1 | 1 | OOM_CRASH | 1.8 | 126,070.92 | 770.35 | 126,843.07 |
input_channels:3_num_classes:797_depth:24_arch:uniform_base_filters:139_batch:56_input_size:206_act:prelu_dropout:0.3675350400517605_dropout:False_batchnorm:False.out | 24 | [('conv2d', 139, 206, 206, 56, 3892), ('PReLU', 139, 206, 206, 56, 0), ('conv2d', 139, 206, 206, 56, 174028), ('PReLU', 139, 206, 206, 56, 0), ('conv2d', 139, 206, 206, 56, 174028), ('PReLU', 139, 206, 206, 56, 0), ('conv2d', 139, 206, 206, 56, 174028), ('PReLU', 139, 206, 206, 56, 0), ('conv2d', 139, 206, 206, 56, 174... | PReLU | 283,134,725 | 4,118,116 | 56 | 39,891 | 23.6 | 0.11225 | 0.001 | 0.001 | 0.001 | 24 | 0 | 0 | 1 | 1 | OOM_CRASH | 27.44 | 181,451.76 | 15.71 | 181,494.91 |
input_channels:3_num_classes:574_depth:27_arch:uniform_base_filters:282_batch:24_input_size:166_act:leaky_relu_dropout:0.4806611444477529_dropout:True_batchnorm:False.out | 27 | [('conv2d', 282, 166, 166, 24, 7896), ('LeakyReLU', 282, 166, 166, 24, 0), ('dropout', 282, 166, 166, 24, 0), ('conv2d', 282, 166, 166, 24, 715998), ('LeakyReLU', 282, 166, 166, 24, 0), ('dropout', 282, 166, 166, 24, 0), ('conv2d', 282, 166, 166, 24, 715998), ('LeakyReLU', 282, 166, 166, 24, 0), ('dropout', 282, 166, 1... | LeakyReLU | 629,435,582 | 18,786,286 | 24 | 40,069 | 23 | 0.0866 | 0.368 | 0.121 | 0.049 | 27 | 0 | 27 | 1 | 1 | OOM_CRASH | 7.68 | 153,670.8 | 71.66 | 153,750.14 |
input_channels:3_num_classes:807_depth:15_arch:uniform_base_filters:137_batch:40_input_size:150_act:gelu_dropout:0.23022533198476747_dropout:True_batchnorm:True.out | 15 | [('conv2d', 137, 150, 150, 40, 3836), ('batchnorm2d', 137, 150, 150, 40, 274), ('GELU', 137, 150, 150, 40, 0), ('dropout', 137, 150, 150, 40, 0), ('conv2d', 137, 150, 150, 40, 169058), ('batchnorm2d', 137, 150, 150, 40, 274), ('GELU', 137, 150, 150, 40, 0), ('dropout', 137, 150, 150, 40, 0), ('conv2d', 137, 150, 150, 4... | GELU | 184,951,751 | 2,486,124 | 40 | 28,683 | 93.307692 | 0.928562 | 0.939655 | 0.391667 | 0.033218 | 15 | 15 | 15 | 1 | 1 | SUCCESSFUL | 10.4 | 70,553.2 | 9.48 | 70,573.08 |
input_channels:3_num_classes:802_depth:29_arch:dense_base_filters:95_batch:44_input_size:48_act:selu_dropout:0.23922953398325952_dropout:True_batchnorm:False.out | 30 | [('conv2d', 32, 48, 48, 44, 896), ('SELU', 32, 48, 48, 44, 0), ('dropout', 32, 48, 48, 44, 0), ('conv2d', 32, 48, 48, 44, 10112), ('SELU', 32, 48, 48, 44, 0), ('dropout', 32, 48, 48, 44, 0), ('conv2d', 32, 48, 48, 44, 19328), ('SELU', 32, 48, 48, 44, 0), ('dropout', 32, 48, 48, 44, 0), ('conv2d', 32, 48, 48, 44, 28544)... | SELU | 2,753,060 | 3,288,742 | 44 | 3,275 | 85.47619 | 0.846762 | 0.747491 | 0.352073 | 0.0296 | 30 | 0 | 28 | 1 | 1 | SUCCESSFUL | 1.32 | 1,889.36 | 12.55 | 1,903.23 |
input_channels:3_num_classes:741_depth:17_arch:hourglass_base_filters:320_batch:4_input_size:120_act:leaky_relu_dropout:0.22065617315782396_dropout:False_batchnorm:True.out | 17 | [('conv2d', 320, 120, 120, 4, 8960), ('batchnorm2d', 320, 120, 120, 4, 640), ('LeakyReLU', 320, 120, 120, 4, 0), ('conv2d', 403, 120, 120, 4, 1161043), ('batchnorm2d', 403, 120, 120, 4, 806), ('LeakyReLU', 403, 120, 120, 4, 0), ('conv2d', 508, 120, 120, 4, 1843024), ('batchnorm2d', 508, 120, 120, 4, 1016), ('LeakyReLU'... | LeakyReLU | 611,368,202 | 131,156,310 | 4 | 14,889 | 94.546875 | 0.933875 | 0.952564 | 0.224145 | 0.007137 | 17 | 17 | 0 | 1 | 1 | SUCCESSFUL | 0.64 | 24,876.6 | 500.32 | 25,377.56 |
input_channels:3_num_classes:500_depth:16_arch:hourglass_base_filters:85_batch:22_input_size:146_act:gelu_dropout:0.40897063301144365_dropout:False_batchnorm:True.out | 16 | [('conv2d', 85, 146, 146, 22, 2380), ('batchnorm2d', 85, 146, 146, 22, 170), ('GELU', 85, 146, 146, 22, 0), ('conv2d', 126, 146, 146, 22, 96516), ('batchnorm2d', 126, 146, 146, 22, 252), ('GELU', 126, 146, 146, 22, 0), ('conv2d', 188, 146, 146, 22, 213380), ('batchnorm2d', 188, 146, 146, 22, 376), ('GELU', 188, 146, 14... | GELU | 513,631,421 | 58,612,078 | 22 | 39,827 | 43.833333 | 0.2386 | 0.999 | 0.433 | 0.008 | 16 | 16 | 0 | 1 | 1 | OOM_CRASH | 5.28 | 114,948.46 | 223.59 | 115,177.33 |
input_channels:3_num_classes:958_depth:29_arch:residual_base_filters:322_batch:16_input_size:104_act:softplus_dropout:0.11980044241530044_dropout:True_batchnorm:True.out | 24 | [('conv2d', 322, 104, 104, 16, 1288), ('batchnorm2d', 322, 104, 104, 16, 644), ('conv2d', 322, 104, 104, 16, 9016), ('batchnorm2d', 322, 104, 104, 16, 644), ('Softplus', 322, 104, 104, 16, 0), ('dropout', 322, 104, 104, 16, 0), ('conv2d', 322, 104, 104, 16, 933478), ('batchnorm2d', 322, 104, 104, 16, 644), ('Softplus',... | Softplus | 61,200,429 | 24,350,410 | 16 | 5,955 | 92.476923 | 0.922905 | 0.873845 | 0.404351 | 0.033879 | 24 | 24 | 16 | 1 | 1 | SUCCESSFUL | 1.92 | 9,711.84 | 92.89 | 9,806.65 |
input_channels:3_num_classes:752_depth:27_arch:bottleneck_base_filters:83_batch:20_input_size:50_act:relu_dropout:0.4259747146035593_dropout:True_batchnorm:True.out | 27 | [('conv2d', 166, 50, 50, 20, 4648), ('batchnorm2d', 166, 50, 50, 20, 332), ('ReLU', 166, 50, 50, 20, 0), ('dropout', 166, 50, 50, 20, 0), ('conv2d', 83, 50, 50, 20, 124085), ('batchnorm2d', 83, 50, 50, 20, 166), ('ReLU', 83, 50, 50, 20, 0), ('dropout', 83, 50, 50, 20, 0), ('conv2d', 93, 50, 50, 20, 69564), ('batchnorm2... | ReLU | 151,263,314 | 120,461,887 | 20 | 16,697 | 93.107692 | 0.930641 | 0.945362 | 0.243 | 0.008304 | 27 | 27 | 27 | 1 | 1 | SUCCESSFUL | 0.6 | 28,851 | 459.53 | 29,311.13 |
input_channels:3_num_classes:788_depth:24_arch:residual_base_filters:432_batch:16_input_size:144_act:mish_dropout:0.12627433989764458_dropout:False_batchnorm:False.out | 30 | [('conv2d', 432, 144, 144, 16, 1728), ('conv2d', 432, 144, 144, 16, 12096), ('Mish', 432, 144, 144, 16, 0), ('conv2d', 432, 144, 144, 16, 1680048), ('Mish', 432, 144, 144, 16, 0), ('conv2d', 460, 72, 72, 16, 199180), ('conv2d', 460, 72, 72, 16, 1788940), ('Mish', 460, 72, 72, 16, 0), ('conv2d', 460, 72, 72, 16, 1904860... | Mish | 79,124,725 | 64,583,086 | 16 | 11,451 | 93.738462 | 0.933492 | 0.929981 | 0.339077 | 0.036464 | 30 | 0 | 0 | 1 | 1 | SUCCESSFUL | 3.84 | 17,385.6 | 246.36 | 17,635.8 |
input_channels:3_num_classes:577_depth:17_arch:residual_base_filters:81_batch:26_input_size:100_act:tanh_dropout:0.3376869939987167_dropout:False_batchnorm:False.out | 24 | [('conv2d', 81, 100, 100, 26, 324), ('conv2d', 81, 100, 100, 26, 2268), ('Tanh', 81, 100, 100, 26, 0), ('conv2d', 81, 100, 100, 26, 59130), ('Tanh', 81, 100, 100, 26, 0), ('conv2d', 97, 50, 50, 26, 7954), ('conv2d', 97, 50, 50, 26, 70810), ('Tanh', 97, 50, 50, 26, 0), ('conv2d', 97, 50, 50, 26, 84778), ('Tanh', 97, 50,... | Tanh | 8,191,820 | 4,991,771 | 26 | 3,087 | 87.90625 | 0.843766 | 0.723386 | 0.365702 | 0.035786 | 24 | 0 | 0 | 1 | 1 | SUCCESSFUL | 2.86 | 2,924.74 | 19.04 | 2,946.64 |
input_channels:3_num_classes:604_depth:27_arch:pyramid_base_filters:257_batch:16_input_size:202_act:relu_dropout:0.16058726869033357_dropout:False_batchnorm:False.out | 27 | [('conv2d', 257, 202, 202, 16, 7196), ('ReLU', 257, 202, 202, 16, 0), ('conv2d', 277, 202, 202, 16, 640978), ('ReLU', 277, 202, 202, 16, 0), ('conv2d', 299, 202, 202, 16, 745706), ('ReLU', 299, 202, 202, 16, 0), ('conv2d', 323, 202, 202, 16, 869516), ('ReLU', 323, 202, 202, 16, 0), ('conv2d', 349, 202, 202, 16, 1014892... | ReLU | 1,828,267,128 | 207,485,748 | 16 | 40,079 | 46 | 0.2535 | 0.765 | 0.1715 | 0.002 | 27 | 0 | 0 | 1 | 1 | OOM_CRASH | 7.52 | 334,765.6 | 791.5 | 335,564.62 |
input_channels:3_num_classes:571_depth:28_arch:bottleneck_base_filters:356_batch:8_input_size:200_act:prelu_dropout:0.4053674385994406_dropout:False_batchnorm:True.out | 28 | [('conv2d', 712, 200, 200, 8, 19936), ('batchnorm2d', 712, 200, 200, 8, 1424), ('PReLU', 712, 200, 200, 8, 0), ('conv2d', 356, 200, 200, 8, 2281604), ('batchnorm2d', 356, 200, 200, 8, 712), ('PReLU', 356, 200, 200, 8, 0), ('conv2d', 379, 200, 200, 8, 1214695), ('batchnorm2d', 379, 200, 200, 8, 758), ('PReLU', 379, 200,... | PReLU | 3,116,883,061 | 250,190,679 | 8 | 39,749 | 40.833333 | 0.179167 | 0.4445 | 0.107 | 0.003 | 28 | 28 | 0 | 1 | 1 | OOM_CRASH | 3.68 | 253,652.56 | 954.4 | 254,610.64 |
input_channels:3_num_classes:617_depth:26_arch:residual_base_filters:145_batch:40_input_size:132_act:swish_dropout:0.34385574937605257_dropout:False_batchnorm:True.out | 30 | [('conv2d', 145, 132, 132, 40, 580), ('batchnorm2d', 145, 132, 132, 40, 290), ('conv2d', 145, 132, 132, 40, 4060), ('batchnorm2d', 145, 132, 132, 40, 290), ('SiLU', 145, 132, 132, 40, 0), ('conv2d', 145, 132, 132, 40, 189370), ('batchnorm2d', 145, 132, 132, 40, 290), ('SiLU', 145, 132, 132, 40, 0), ('conv2d', 160, 66, ... | SiLU | 37,205,220 | 11,200,167 | 40 | 10,447 | 92.203125 | 0.914159 | 0.880038 | 0.39534 | 0.040018 | 30 | 30 | 0 | 1 | 1 | SUCCESSFUL | 8 | 15,611.6 | 42.73 | 15,662.33 |
input_channels:3_num_classes:739_depth:18_arch:gradual_base_filters:102_batch:46_input_size:182_act:softplus_dropout:0.4530523260043954_dropout:True_batchnorm:False.out | 18 | [('conv2d', 102, 182, 182, 46, 2856), ('Softplus', 102, 182, 182, 46, 0), ('dropout', 102, 182, 182, 46, 0), ('conv2d', 110, 182, 182, 46, 101090), ('Softplus', 110, 182, 182, 46, 0), ('dropout', 110, 182, 182, 46, 0), ('conv2d', 120, 182, 182, 46, 118920), ('Softplus', 120, 182, 182, 46, 0), ('dropout', 120, 182, 182,... | Softplus | 405,042,170 | 9,255,453 | 46 | 39,055 | 28.25 | 0.0668 | 0.081 | 0.04 | 0 | 18 | 0 | 18 | 1 | 1 | OOM_CRASH | 17.48 | 189,533.8 | 35.31 | 189,586.59 |
input_channels:3_num_classes:661_depth:21_arch:gradual_base_filters:149_batch:36_input_size:38_act:softplus_dropout:0.3902514150469646_dropout:True_batchnorm:True.out | 21 | [('conv2d', 149, 38, 38, 36, 4172), ('batchnorm2d', 149, 38, 38, 36, 298), ('Softplus', 149, 38, 38, 36, 0), ('dropout', 149, 38, 38, 36, 0), ('conv2d', 158, 38, 38, 36, 212036), ('batchnorm2d', 158, 38, 38, 36, 316), ('Softplus', 158, 38, 38, 36, 0), ('dropout', 158, 38, 38, 36, 0), ('conv2d', 168, 38, 38, 36, 239064)... | Softplus | 36,130,720 | 18,124,944 | 36 | 7,635 | 90.96875 | 0.927508 | 0.893852 | 0.327574 | 0.028839 | 21 | 21 | 21 | 1 | 1 | SUCCESSFUL | 0.72 | 12,404.52 | 69.14 | 12,474.38 |
input_channels:3_num_classes:710_depth:19_arch:bottleneck_base_filters:79_batch:62_input_size:218_act:relu_dropout:0.27516739999649503_dropout:False_batchnorm:False.out | 19 | [('conv2d', 158, 218, 218, 62, 4424), ('ReLU', 158, 218, 218, 62, 0), ('conv2d', 79, 218, 218, 62, 112417), ('ReLU', 79, 218, 218, 62, 0), ('conv2d', 94, 218, 218, 62, 66928), ('ReLU', 94, 218, 218, 62, 0), ('conv2d', 113, 218, 218, 62, 95711), ('ReLU', 113, 218, 218, 62, 0), ('conv2d', 135, 218, 218, 62, 137430), ('Re... | ReLU | 958,277,065 | 73,405,532 | 62 | 38,845 | 38.333333 | 0.0885 | 0.344 | 0.104 | 0.098 | 19 | 0 | 0 | 1 | 1 | OOM_CRASH | 33.48 | 679,929.2 | 280.02 | 680,242.7 |
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