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:1_num_classes:417_depth:13_arch:residual_base_filters:32_batch:52_input_size:56_act:gelu_dropout:0.3019507091212862_dropout:True_batchnorm:True.out | 18 | [('conv2d', 32, 56, 56, 52, 64), ('batchnorm2d', 32, 56, 56, 52, 64), ('conv2d', 32, 56, 56, 52, 320), ('batchnorm2d', 32, 56, 56, 52, 64), ('GELU', 32, 56, 56, 52, 0), ('dropout', 32, 56, 56, 52, 0), ('conv2d', 32, 56, 56, 52, 9248), ('batchnorm2d', 32, 56, 56, 52, 64), ('GELU', 32, 56, 56, 52, 0), ('dropout', 32, 56,... | GELU | 2,285,372 | 903,223 | 52 | 2,215 | 65.080645 | 0.564286 | 0.36061 | 0.143672 | 0.037125 | 18 | 18 | 12 | 1 | 1 | SUCCESSFUL | 0.52 | 1,178.32 | 3.45 | 1,182.29 |
input_channels:1_num_classes:821_depth:27_arch:gradual_base_filters:64_batch:46_input_size:52_act:mish_dropout:0.1778854331956514_dropout:False_batchnorm:True.out | 27 | [('conv2d', 64, 52, 52, 46, 640), ('batchnorm2d', 64, 52, 52, 46, 128), ('Mish', 64, 52, 52, 46, 0), ('conv2d', 68, 52, 52, 46, 39236), ('batchnorm2d', 68, 52, 52, 46, 136), ('Mish', 68, 52, 52, 46, 0), ('conv2d', 72, 52, 52, 46, 44136), ('batchnorm2d', 72, 52, 52, 46, 144), ('Mish', 72, 52, 52, 46, 0), ('conv2d', 77, ... | Mish | 36,384,301 | 8,050,910 | 46 | 11,197 | 92.390625 | 0.903312 | 0.875727 | 0.337818 | 0.048926 | 27 | 27 | 0 | 1 | 1 | SUCCESSFUL | 0.46 | 17,025.52 | 30.71 | 17,056.69 |
input_channels:3_num_classes:992_depth:10_arch:dense_base_filters:20_batch:46_input_size:166_act:mish_dropout:0.10055840563309637_dropout:False_batchnorm:False.out | 9 | [('conv2d', 32, 166, 166, 46, 896), ('Mish', 32, 166, 166, 46, 0), ('conv2d', 32, 166, 166, 46, 10112), ('Mish', 32, 166, 166, 46, 0), ('conv2d', 32, 166, 166, 46, 19328), ('Mish', 32, 166, 166, 46, 0), ('conv2d', 32, 166, 166, 46, 28544), ('Mish', 32, 166, 166, 46, 0), ('conv2d', 65, 166, 166, 46, 8580), ('ReLU', 65, ... | Mish | 12,402,377 | 390,212 | 46 | 8,185 | -1 | -1 | -1 | -1 | -1 | 9 | 0 | 0 | 1 | 1 | SUCCESSFUL | 14.72 | 8,576.24 | 1.49 | 8,592.45 |
input_channels:1_num_classes:809_depth:13_arch:uniform_base_filters:94_batch:58_input_size:60_act:tanh_dropout:0.16491532987887836_dropout:False_batchnorm:False.out | 13 | [('conv2d', 94, 60, 60, 58, 940), ('Tanh', 94, 60, 60, 58, 0), ('conv2d', 94, 60, 60, 58, 79618), ('Tanh', 94, 60, 60, 58, 0), ('conv2d', 94, 60, 60, 58, 79618), ('Tanh', 94, 60, 60, 58, 0), ('conv2d', 94, 60, 60, 58, 79618), ('Tanh', 94, 60, 60, 58, 0), ('conv2d', 94, 60, 60, 58, 79618), ('Tanh', 94, 60, 60, 58, 0), (... | Tanh | 8,800,112 | 1,033,211 | 58 | 3,305 | -1 | -1 | -1 | -1 | -1 | 13 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0.58 | 5,840.6 | 3.94 | 5,845.12 |
input_channels:3_num_classes:814_depth:8_arch:bottleneck_base_filters:77_batch:12_input_size:178_act:gelu_dropout:0.18859743451491787_dropout:True_batchnorm:True.out | 8 | [('conv2d', 154, 178, 178, 12, 4312), ('batchnorm2d', 154, 178, 178, 12, 308), ('GELU', 154, 178, 178, 12, 0), ('dropout', 154, 178, 178, 12, 0), ('conv2d', 77, 178, 178, 12, 106799), ('batchnorm2d', 77, 178, 178, 12, 154), ('GELU', 77, 178, 178, 12, 0), ('dropout', 77, 178, 178, 12, 0), ('conv2d', 123, 178, 178, 12, 8... | GELU | 436,988,637 | 16,299,181 | 12 | 25,811 | 94.546875 | 0.94381 | 0.941582 | 0.274185 | 0.019085 | 8 | 8 | 8 | 1 | 1 | SUCCESSFUL | 4.32 | 50,009.28 | 62.18 | 50,075.78 |
input_channels:1_num_classes:514_depth:1_arch:hourglass_base_filters:56_batch:6_input_size:172_act:selu_dropout:0.1646742957700087_dropout:False_batchnorm:False.out | 1 | [('conv2d', 56, 172, 172, 6, 560), ('SELU', 56, 172, 172, 6, 0), ('adaptive_avg_pool2d', 0, 0, 56, 6, 0), ('linear', 0, 0, 514, 6, 29298), ('softmax', 0, 0, 514, 6, 0)] | SELU | 3,314,492 | 29,858 | 6 | 1,825 | 39.516667 | 0.343349 | 0.253073 | 0.159036 | 0.047722 | 1 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0.66 | 227.58 | 0.11 | 228.35 |
input_channels:1_num_classes:654_depth:24_arch:bottleneck_base_filters:76_batch:18_input_size:36_act:gelu_dropout:0.170458477829261_dropout:True_batchnorm:False.out | 24 | [('conv2d', 152, 36, 36, 18, 1520), ('GELU', 152, 36, 36, 18, 0), ('dropout', 152, 36, 36, 18, 0), ('conv2d', 76, 36, 36, 18, 104044), ('GELU', 76, 36, 36, 18, 0), ('dropout', 76, 36, 36, 18, 0), ('conv2d', 87, 36, 36, 18, 59595), ('GELU', 87, 36, 36, 18, 0), ('dropout', 87, 36, 36, 18, 0), ('conv2d', 101, 36, 36, 18, ... | GELU | 50,341,018 | 99,597,068 | 18 | 6,561 | -1 | -1 | -1 | -1 | -1 | 24 | 0 | 24 | 1 | 1 | SUCCESSFUL | 0 | 9,217.62 | 379.93 | 9,597.55 |
input_channels:1_num_classes:939_depth:14_arch:gradual_base_filters:55_batch:18_input_size:136_act:elu_dropout:0.46505080171104807_dropout:True_batchnorm:False.out | 14 | [('conv2d', 55, 136, 136, 18, 550), ('ELU', 55, 136, 136, 18, 0), ('dropout', 55, 136, 136, 18, 0), ('conv2d', 62, 136, 136, 18, 30752), ('ELU', 62, 136, 136, 18, 0), ('dropout', 62, 136, 136, 18, 0), ('conv2d', 71, 136, 136, 18, 39689), ('ELU', 71, 136, 136, 18, 0), ('dropout', 71, 136, 136, 18, 0), ('conv2d', 81, 136... | ELU | 112,531,836 | 3,178,455 | 18 | 11,197 | -1 | -1 | -1 | -1 | -1 | 14 | 0 | 14 | 1 | 1 | SUCCESSFUL | 1.26 | 20,605.14 | 12.12 | 20,618.52 |
input_channels:3_num_classes:76_depth:18_arch:pyramid_base_filters:49_batch:32_input_size:224_act:leaky_relu_dropout:0.13323178392026921_dropout:True_batchnorm:True.out | 18 | [('conv2d', 49, 224, 224, 32, 1372), ('batchnorm2d', 49, 224, 224, 32, 98), ('LeakyReLU', 49, 224, 224, 32, 0), ('dropout', 49, 224, 224, 32, 0), ('conv2d', 60, 224, 224, 32, 26520), ('batchnorm2d', 60, 224, 224, 32, 120), ('LeakyReLU', 60, 224, 224, 32, 0), ('dropout', 60, 224, 224, 32, 0), ('conv2d', 74, 224, 224, 32... | LeakyReLU | 1,739,704,088 | 59,726,514 | 32 | 38,023 | 33.333333 | 0.1078 | 0.101 | 0.032 | 0.009 | 18 | 18 | 18 | 1 | 1 | OOM_CRASH | 18.24 | 530,915.52 | 227.84 | 531,161.6 |
input_channels:1_num_classes:436_depth:25_arch:gradual_base_filters:121_batch:62_input_size:76_act:selu_dropout:0.4526254024649924_dropout:True_batchnorm:True.out | 25 | [('conv2d', 121, 76, 76, 62, 1210), ('batchnorm2d', 121, 76, 76, 62, 242), ('SELU', 121, 76, 76, 62, 0), ('dropout', 121, 76, 76, 62, 0), ('conv2d', 128, 76, 76, 62, 139520), ('batchnorm2d', 128, 76, 76, 62, 256), ('SELU', 128, 76, 76, 62, 0), ('dropout', 128, 76, 76, 62, 0), ('conv2d', 135, 76, 76, 62, 155655), ('batc... | SELU | 149,322,494 | 16,607,103 | 62 | 39,987 | -1 | -1 | -1 | -1 | -1 | 25 | 25 | 25 | 1 | 1 | SUCCESSFUL | 1.24 | 88,291.1 | 63.35 | 88,355.69 |
input_channels:1_num_classes:697_depth:4_arch:residual_base_filters:89_batch:20_input_size:28_act:gelu_dropout:0.3827014736228497_dropout:True_batchnorm:True.out | 6 | [('conv2d', 89, 28, 28, 20, 178), ('batchnorm2d', 89, 28, 28, 20, 178), ('conv2d', 89, 28, 28, 20, 890), ('batchnorm2d', 89, 28, 28, 20, 178), ('GELU', 89, 28, 28, 20, 0), ('dropout', 89, 28, 28, 20, 0), ('conv2d', 89, 28, 28, 20, 71378), ('batchnorm2d', 89, 28, 28, 20, 178), ('GELU', 89, 28, 28, 20, 0), ('dropout', 89... | GELU | 1,079,588 | 722,025 | 20 | 1,841 | -1 | -1 | -1 | -1 | -1 | 6 | 6 | 4 | 1 | 1 | SUCCESSFUL | 0 | 214 | 2.75 | 216.75 |
input_channels:1_num_classes:115_depth:12_arch:uniform_base_filters:74_batch:40_input_size:74_act:leaky_relu_dropout:0.16395058277636876_dropout:True_batchnorm:True.out | 12 | [('conv2d', 74, 74, 74, 40, 740), ('batchnorm2d', 74, 74, 74, 40, 148), ('LeakyReLU', 74, 74, 74, 40, 0), ('dropout', 74, 74, 74, 40, 0), ('conv2d', 74, 74, 74, 40, 49358), ('batchnorm2d', 74, 74, 74, 40, 148), ('LeakyReLU', 74, 74, 74, 40, 0), ('dropout', 74, 74, 74, 40, 0), ('conv2d', 74, 74, 74, 40, 49358), ('batchn... | LeakyReLU | 19,451,056 | 554,079 | 40 | 4,571 | -1 | -1 | -1 | -1 | -1 | 12 | 12 | 12 | 1 | 1 | SUCCESSFUL | 0.8 | 7,420 | 2.11 | 7,422.91 |
input_channels:1_num_classes:860_depth:18_arch:pyramid_base_filters:37_batch:34_input_size:140_act:prelu_dropout:0.4117418998542053_dropout:True_batchnorm:True.out | 18 | [('conv2d', 37, 140, 140, 34, 370), ('batchnorm2d', 37, 140, 140, 34, 74), ('PReLU', 37, 140, 140, 34, 0), ('dropout', 37, 140, 140, 34, 0), ('conv2d', 46, 140, 140, 34, 15364), ('batchnorm2d', 46, 140, 140, 34, 92), ('PReLU', 46, 140, 140, 34, 0), ('dropout', 46, 140, 140, 34, 0), ('conv2d', 57, 140, 140, 34, 23655), ... | PReLU | 630,652,958 | 55,104,866 | 34 | 38,217 | 23.2 | 0.05475 | 0.306 | 0.076 | 0 | 18 | 18 | 18 | 1 | 1 | OOM_CRASH | 2.38 | 204,488.58 | 210.21 | 204,701.17 |
input_channels:3_num_classes:441_depth:17_arch:residual_base_filters:77_batch:62_input_size:52_act:swish_dropout:0.1360643321000366_dropout:True_batchnorm:False.out | 18 | [('conv2d', 77, 52, 52, 62, 308), ('conv2d', 77, 52, 52, 62, 2156), ('SiLU', 77, 52, 52, 62, 0), ('dropout', 77, 52, 52, 62, 0), ('conv2d', 77, 52, 52, 62, 53438), ('SiLU', 77, 52, 52, 62, 0), ('dropout', 77, 52, 52, 62, 0), ('conv2d', 93, 26, 26, 62, 7254), ('conv2d', 93, 26, 26, 62, 64542), ('SiLU', 93, 26, 26, 62, 0... | SiLU | 2,861,067 | 2,018,731 | 62 | 2,625 | 71.328125 | 0.708778 | 0.650143 | 0.332891 | 0.031782 | 18 | 0 | 12 | 1 | 1 | SUCCESSFUL | 1.86 | 2,126.6 | 7.7 | 2,136.16 |
input_channels:3_num_classes:710_depth:12_arch:gradual_base_filters:74_batch:32_input_size:72_act:swish_dropout:0.37457166076128867_dropout:True_batchnorm:True.out | 12 | [('conv2d', 74, 72, 72, 32, 2072), ('batchnorm2d', 74, 72, 72, 32, 148), ('SiLU', 74, 72, 72, 32, 0), ('dropout', 74, 72, 72, 32, 0), ('conv2d', 84, 72, 72, 32, 56028), ('batchnorm2d', 84, 72, 72, 32, 168), ('SiLU', 84, 72, 72, 32, 0), ('dropout', 84, 72, 72, 32, 0), ('conv2d', 97, 72, 72, 32, 73429), ('batchnorm2d', 9... | SiLU | 43,920,606 | 3,778,005 | 32 | 8,593 | 93.015625 | 0.926429 | 0.876263 | 0.366228 | 0.029439 | 12 | 12 | 12 | 1 | 1 | SUCCESSFUL | 1.92 | 13,403.52 | 14.41 | 13,419.85 |
input_channels:3_num_classes:456_depth:1_arch:residual_base_filters:119_batch:14_input_size:140_act:swish_dropout:0.16893416363783711_dropout:False_batchnorm:True.out | 0 | [] | null | 0 | 0 | 14 | 1,451 | 11.730159 | 0.04354 | 0.002288 | 0.001 | 0 | 0 | 0 | 0 | 0 | 0 | SUCCESSFUL | 0 | 0 | 0 | 0 |
input_channels:1_num_classes:644_depth:27_arch:gradual_base_filters:116_batch:6_input_size:120_act:swish_dropout:0.29582516721561447_dropout:False_batchnorm:True.out | 27 | [('conv2d', 116, 120, 120, 6, 1160), ('batchnorm2d', 116, 120, 120, 6, 232), ('SiLU', 116, 120, 120, 6, 0), ('conv2d', 122, 120, 120, 6, 127490), ('batchnorm2d', 122, 120, 120, 6, 244), ('SiLU', 122, 120, 120, 6, 0), ('conv2d', 129, 120, 120, 6, 141771), ('batchnorm2d', 129, 120, 120, 6, 258), ('SiLU', 129, 120, 120, 6... | SiLU | 293,416,150 | 17,207,012 | 6 | 12,059 | -1 | -1 | -1 | -1 | -1 | 27 | 27 | 0 | 1 | 1 | SUCCESSFUL | 0.3 | 17,908.68 | 65.64 | 17,974.62 |
input_channels:1_num_classes:694_depth:20_arch:bottleneck_base_filters:39_batch:32_input_size:14_act:relu_dropout:0.1088288558822772_dropout:True_batchnorm:True.out | 20 | [('conv2d', 78, 14, 14, 32, 780), ('batchnorm2d', 78, 14, 14, 32, 156), ('ReLU', 78, 14, 14, 32, 0), ('dropout', 78, 14, 14, 32, 0), ('conv2d', 39, 14, 14, 32, 27417), ('batchnorm2d', 39, 14, 14, 32, 78), ('ReLU', 39, 14, 14, 32, 0), ('dropout', 39, 14, 14, 32, 0), ('conv2d', 48, 14, 14, 32, 16896), ('batchnorm2d', 48,... | ReLU | 6,851,290 | 60,330,901 | 32 | 3,763 | 86.107692 | 0.843313 | 0.770982 | 0.264214 | 0.010527 | 20 | 20 | 20 | 1 | 1 | SUCCESSFUL | 0 | 2,090.56 | 230.14 | 2,320.7 |
input_channels:1_num_classes:413_depth:10_arch:bottleneck_base_filters:22_batch:6_input_size:136_act:relu_dropout:0.4896252580910838_dropout:False_batchnorm:True.out | 10 | [('conv2d', 44, 136, 136, 6, 440), ('batchnorm2d', 44, 136, 136, 6, 88), ('ReLU', 44, 136, 136, 6, 0), ('conv2d', 22, 136, 136, 6, 8734), ('batchnorm2d', 22, 136, 136, 6, 44), ('ReLU', 22, 136, 136, 6, 0), ('conv2d', 36, 136, 136, 6, 7164), ('batchnorm2d', 36, 136, 136, 6, 72), ('ReLU', 36, 136, 136, 6, 0), ('conv2d', ... | ReLU | 173,901,455 | 13,618,783 | 6 | 7,329 | 95.206349 | 0.909662 | 0.920571 | 0.275679 | 0.013891 | 10 | 10 | 0 | 1 | 1 | SUCCESSFUL | 0.42 | 10,614.06 | 51.95 | 10,666.43 |
input_channels:3_num_classes:41_depth:12_arch:residual_base_filters:71_batch:56_input_size:32_act:prelu_dropout:0.3953876806993646_dropout:False_batchnorm:False.out | 18 | [('conv2d', 71, 32, 32, 56, 284), ('conv2d', 71, 32, 32, 56, 1988), ('PReLU', 71, 32, 32, 56, 0), ('conv2d', 71, 32, 32, 56, 45440), ('PReLU', 71, 32, 32, 56, 0), ('conv2d', 93, 16, 16, 56, 6696), ('conv2d', 93, 16, 16, 56, 59520), ('PReLU', 93, 16, 16, 56, 0), ('conv2d', 93, 16, 16, 56, 77934), ('PReLU', 93, 16, 16, 5... | PReLU | 786,610 | 3,056,355 | 56 | 1,953 | 59.365079 | 0.585571 | 0.431158 | 0.159 | 0.051018 | 18 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0.56 | 604.8 | 11.66 | 617.02 |
input_channels:3_num_classes:831_depth:20_arch:gradual_base_filters:99_batch:60_input_size:12_act:tanh_dropout:0.13371302105363947_dropout:True_batchnorm:True.out | 20 | [('conv2d', 99, 12, 12, 60, 2772), ('batchnorm2d', 99, 12, 12, 60, 198), ('Tanh', 99, 12, 12, 60, 0), ('dropout', 99, 12, 12, 60, 0), ('conv2d', 106, 12, 12, 60, 94552), ('batchnorm2d', 106, 12, 12, 60, 212), ('Tanh', 106, 12, 12, 60, 0), ('dropout', 106, 12, 12, 60, 0), ('conv2d', 115, 12, 12, 60, 109825), ('batchnorm... | Tanh | 2,567,583 | 10,079,235 | 60 | 2,485 | -1 | -1 | -1 | -1 | -1 | 20 | 20 | 20 | 1 | 1 | SUCCESSFUL | 0 | 1,468.8 | 38.45 | 1,507.25 |
input_channels:3_num_classes:971_depth:12_arch:gradual_base_filters:41_batch:60_input_size:128_act:elu_dropout:0.35364358790664574_dropout:False_batchnorm:True.out | 12 | [('conv2d', 41, 128, 128, 60, 1148), ('batchnorm2d', 41, 128, 128, 60, 82), ('ELU', 41, 128, 128, 60, 0), ('conv2d', 48, 128, 128, 60, 17760), ('batchnorm2d', 48, 128, 128, 60, 96), ('ELU', 48, 128, 128, 60, 0), ('conv2d', 56, 128, 128, 60, 24248), ('batchnorm2d', 56, 128, 128, 60, 112), ('ELU', 56, 128, 128, 60, 0), (... | ELU | 68,765,836 | 1,852,478 | 60 | 25,311 | 93.0625 | 0.911234 | 0.927604 | 0.394943 | 0.042759 | 12 | 12 | 0 | 1 | 1 | SUCCESSFUL | 11.4 | 41,971.2 | 7.07 | 41,989.67 |
input_channels:1_num_classes:542_depth:23_arch:residual_base_filters:76_batch:2_input_size:168_act:prelu_dropout:0.30200934816000374_dropout:True_batchnorm:True.out | 30 | [('conv2d', 76, 168, 168, 2, 152), ('batchnorm2d', 76, 168, 168, 2, 152), ('conv2d', 76, 168, 168, 2, 760), ('batchnorm2d', 76, 168, 168, 2, 152), ('PReLU', 76, 168, 168, 2, 0), ('dropout', 76, 168, 168, 2, 0), ('conv2d', 76, 168, 168, 2, 52060), ('batchnorm2d', 76, 168, 168, 2, 152), ('PReLU', 76, 168, 168, 2, 0), ('d... | PReLU | 41,237,269 | 5,169,172 | 2 | 2,187 | 57.59375 | 0.568175 | 0.330018 | 0.127404 | 0.019019 | 30 | 30 | 20 | 1 | 1 | SUCCESSFUL | 0.22 | 818 | 19.72 | 837.94 |
input_channels:3_num_classes:118_depth:24_arch:residual_base_filters:43_batch:56_input_size:128_act:softplus_dropout:0.2455096741425556_dropout:True_batchnorm:False.out | 30 | [('conv2d', 43, 128, 128, 56, 172), ('conv2d', 43, 128, 128, 56, 1204), ('Softplus', 43, 128, 128, 56, 0), ('dropout', 43, 128, 128, 56, 0), ('conv2d', 43, 128, 128, 56, 16684), ('Softplus', 43, 128, 128, 56, 0), ('dropout', 43, 128, 128, 56, 0), ('conv2d', 50, 64, 64, 56, 2200), ('conv2d', 50, 64, 64, 56, 19400), ('So... | Softplus | 9,654,259 | 2,037,562 | 56 | 4,291 | 82.78125 | 0.817603 | 0.723875 | 0.382661 | 0.093143 | 30 | 0 | 20 | 1 | 1 | SUCCESSFUL | 10.64 | 6,481.44 | 7.77 | 6,499.85 |
input_channels:3_num_classes:973_depth:1_arch:pyramid_base_filters:26_batch:50_input_size:146_act:gelu_dropout:0.41276025585383325_dropout:False_batchnorm:True.out | 1 | [('conv2d', 26, 146, 146, 50, 728), ('batchnorm2d', 26, 146, 146, 50, 52), ('GELU', 26, 146, 146, 50, 0), ('adaptive_avg_pool2d', 0, 0, 26, 50, 0), ('linear', 0, 0, 973, 50, 26271), ('softmax', 0, 0, 973, 50, 0)] | GELU | 1,664,620 | 27,051 | 50 | 2,181 | 33.31746 | 0.280046 | 0.133881 | 0.069 | 0.027333 | 1 | 1 | 0 | 1 | 1 | SUCCESSFUL | 12 | 846.5 | 0.1 | 858.6 |
input_channels:3_num_classes:249_depth:29_arch:uniform_base_filters:24_batch:30_input_size:152_act:gelu_dropout:0.3652254537054681_dropout:True_batchnorm:True.out | 29 | [('conv2d', 24, 152, 152, 30, 672), ('batchnorm2d', 24, 152, 152, 30, 48), ('GELU', 24, 152, 152, 30, 0), ('dropout', 24, 152, 152, 30, 0), ('conv2d', 24, 152, 152, 30, 5208), ('batchnorm2d', 24, 152, 152, 30, 48), ('GELU', 24, 152, 152, 30, 0), ('dropout', 24, 152, 152, 30, 0), ('conv2d', 24, 152, 152, 30, 5208), ('ba... | GELU | 64,322,058 | 154,113 | 30 | 8,117 | 92.6875 | 0.922095 | 0.575962 | 0.258717 | 0.165055 | 29 | 29 | 29 | 1 | 1 | SUCCESSFUL | 7.8 | 18,402.6 | 0.59 | 18,410.99 |
input_channels:3_num_classes:702_depth:9_arch:gradual_base_filters:91_batch:4_input_size:156_act:swish_dropout:0.4589236749595428_dropout:True_batchnorm:True.out | 9 | [('conv2d', 91, 156, 156, 4, 2548), ('batchnorm2d', 91, 156, 156, 4, 182), ('SiLU', 91, 156, 156, 4, 0), ('dropout', 91, 156, 156, 4, 0), ('conv2d', 108, 156, 156, 4, 88560), ('batchnorm2d', 108, 156, 156, 4, 216), ('SiLU', 108, 156, 156, 4, 0), ('dropout', 108, 156, 156, 4, 0), ('conv2d', 128, 156, 156, 4, 124544), ('... | SiLU | 175,220,967 | 3,447,648 | 4 | 5,385 | -1 | -1 | -1 | -1 | -1 | 9 | 9 | 9 | 1 | 1 | SUCCESSFUL | 1.12 | 6,684.12 | 13.15 | 6,698.39 |
input_channels:3_num_classes:381_depth:3_arch:residual_base_filters:90_batch:10_input_size:176_act:softplus_dropout:0.17071729379686074_dropout:False_batchnorm:True.out | 3 | [('conv2d', 90, 176, 176, 10, 360), ('batchnorm2d', 90, 176, 176, 10, 180), ('conv2d', 90, 176, 176, 10, 2520), ('batchnorm2d', 90, 176, 176, 10, 180), ('Softplus', 90, 176, 176, 10, 0), ('conv2d', 90, 176, 176, 10, 72990), ('batchnorm2d', 90, 176, 176, 10, 180), ('Softplus', 90, 176, 176, 10, 0), ('adaptive_avg_pool2d... | Softplus | 22,303,572 | 111,081 | 10 | 3,335 | 86.375 | 0.851302 | 0.75814 | 0.363684 | 0.062091 | 3 | 3 | 0 | 1 | 1 | SUCCESSFUL | 3.5 | 2,339.7 | 0.42 | 2,343.62 |
input_channels:1_num_classes:59_depth:9_arch:bottleneck_base_filters:58_batch:58_input_size:182_act:gelu_dropout:0.4683462168279916_dropout:False_batchnorm:False.out | 9 | [('conv2d', 116, 182, 182, 58, 1160), ('GELU', 116, 182, 182, 58, 0), ('conv2d', 58, 182, 182, 58, 60610), ('GELU', 58, 182, 182, 58, 0), ('conv2d', 90, 182, 182, 58, 47070), ('GELU', 90, 182, 182, 58, 0), ('conv2d', 141, 182, 182, 58, 114351), ('GELU', 141, 182, 182, 58, 0), ('conv2d', 220, 182, 182, 58, 279400), ('GE... | GELU | 242,336,613 | 16,908,240 | 58 | 40,029 | 35.25 | 0.07125 | 0.001 | 0 | 0.003 | 9 | 0 | 0 | 1 | 1 | OOM_CRASH | 7.54 | 160,852.56 | 64.5 | 160,924.6 |
input_channels:3_num_classes:871_depth:26_arch:dense_base_filters:78_batch:62_input_size:106_act:gelu_dropout:0.4573072011706769_dropout:True_batchnorm:False.out | 25 | [('conv2d', 32, 106, 106, 62, 896), ('GELU', 32, 106, 106, 62, 0), ('dropout', 32, 106, 106, 62, 0), ('conv2d', 32, 106, 106, 62, 10112), ('GELU', 32, 106, 106, 62, 0), ('dropout', 32, 106, 106, 62, 0), ('conv2d', 32, 106, 106, 62, 19328), ('GELU', 32, 106, 106, 62, 0), ('dropout', 32, 106, 106, 62, 0), ('conv2d', 32, ... | GELU | 11,171,031 | 2,808,466 | 62 | 11,651 | -1 | -1 | -1 | -1 | -1 | 25 | 0 | 24 | 1 | 1 | SUCCESSFUL | 8.06 | 11,012.44 | 10.71 | 11,031.21 |
input_channels:1_num_classes:405_depth:29_arch:bottleneck_base_filters:21_batch:62_input_size:58_act:gelu_dropout:0.20948548306074344_dropout:True_batchnorm:True.out | 29 | [('conv2d', 42, 58, 58, 62, 420), ('batchnorm2d', 42, 58, 58, 62, 84), ('GELU', 42, 58, 58, 62, 0), ('dropout', 42, 58, 58, 62, 0), ('conv2d', 21, 58, 58, 62, 7959), ('batchnorm2d', 21, 58, 58, 62, 42), ('GELU', 21, 58, 58, 62, 0), ('dropout', 21, 58, 58, 62, 0), ('conv2d', 24, 58, 58, 62, 4560), ('batchnorm2d', 24, 58... | GELU | 153,831,540 | 83,430,492 | 62 | 39,741 | 94.106061 | 0.913292 | 0.933679 | 0.241491 | 0.019241 | 29 | 29 | 29 | 1 | 1 | SUCCESSFUL | 0.62 | 90,957.1 | 318.26 | 91,275.98 |
input_channels:1_num_classes:356_depth:29_arch:gradual_base_filters:33_batch:32_input_size:208_act:softplus_dropout:0.13686197908478595_dropout:True_batchnorm:False.out | 29 | [('conv2d', 33, 208, 208, 32, 330), ('Softplus', 33, 208, 208, 32, 0), ('dropout', 33, 208, 208, 32, 0), ('conv2d', 35, 208, 208, 32, 10430), ('Softplus', 35, 208, 208, 32, 0), ('dropout', 35, 208, 208, 32, 0), ('conv2d', 38, 208, 208, 32, 12008), ('Softplus', 38, 208, 208, 32, 0), ('dropout', 38, 208, 208, 32, 0), ('c... | Softplus | 397,683,642 | 3,698,761 | 32 | 39,625 | 8.6 | 0.08825 | 0 | 0 | 0 | 29 | 0 | 29 | 1 | 1 | OOM_CRASH | 5.44 | 129,454.08 | 14.11 | 129,473.63 |
input_channels:1_num_classes:295_depth:24_arch:bottleneck_base_filters:40_batch:16_input_size:54_act:relu_dropout:0.4256894123976217_dropout:False_batchnorm:True.out | 24 | [('conv2d', 80, 54, 54, 16, 800), ('batchnorm2d', 80, 54, 54, 16, 160), ('ReLU', 80, 54, 54, 16, 0), ('conv2d', 40, 54, 54, 16, 28840), ('batchnorm2d', 40, 54, 54, 16, 80), ('ReLU', 40, 54, 54, 16, 0), ('conv2d', 47, 54, 54, 16, 16967), ('batchnorm2d', 47, 54, 54, 16, 94), ('ReLU', 47, 54, 54, 16, 0), ('conv2d', 56, 54... | ReLU | 94,716,911 | 78,374,227 | 16 | 9,847 | 94.5 | 0.927062 | 0.952614 | 0.241456 | 0.008714 | 24 | 24 | 0 | 1 | 1 | SUCCESSFUL | 0.16 | 15,416 | 298.97 | 15,715.13 |
input_channels:3_num_classes:495_depth:29_arch:dense_base_filters:44_batch:4_input_size:152_act:leaky_relu_dropout:0.39411791178831446_dropout:False_batchnorm:False.out | 30 | [('conv2d', 32, 152, 152, 4, 896), ('LeakyReLU', 32, 152, 152, 4, 0), ('conv2d', 32, 152, 152, 4, 10112), ('LeakyReLU', 32, 152, 152, 4, 0), ('conv2d', 32, 152, 152, 4, 19328), ('LeakyReLU', 32, 152, 152, 4, 0), ('conv2d', 32, 152, 152, 4, 28544), ('LeakyReLU', 32, 152, 152, 4, 0), ('conv2d', 65, 152, 152, 4, 8580), ('... | LeakyReLU | 20,748,862 | 3,141,075 | 4 | 3,259 | 91.936508 | 0.906953 | 0.78519 | 0.329776 | 0.145722 | 30 | 0 | 0 | 1 | 1 | SUCCESSFUL | 1.04 | 1,512.96 | 11.98 | 1,525.98 |
input_channels:3_num_classes:872_depth:6_arch:uniform_base_filters:68_batch:36_input_size:8_act:gelu_dropout:0.12499189350592613_dropout:True_batchnorm:False.out | 6 | [('conv2d', 68, 8, 8, 36, 1904), ('GELU', 68, 8, 8, 36, 0), ('dropout', 68, 8, 8, 36, 0), ('conv2d', 68, 8, 8, 36, 41684), ('GELU', 68, 8, 8, 36, 0), ('dropout', 68, 8, 8, 36, 0), ('conv2d', 68, 8, 8, 36, 41684), ('GELU', 68, 8, 8, 36, 0), ('dropout', 68, 8, 8, 36, 0), ('conv2d', 68, 8, 8, 36, 41684), ('GELU', 68, 8, 8... | GELU | 80,148 | 270,492 | 36 | 1,713 | -1 | -1 | -1 | -1 | -1 | 6 | 0 | 6 | 1 | 1 | SUCCESSFUL | 0 | 29.16 | 1.03 | 30.19 |
input_channels:1_num_classes:682_depth:12_arch:bottleneck_base_filters:21_batch:30_input_size:126_act:relu_dropout:0.33006735172777285_dropout:True_batchnorm:True.out | 12 | [('conv2d', 42, 126, 126, 30, 420), ('batchnorm2d', 42, 126, 126, 30, 84), ('ReLU', 42, 126, 126, 30, 0), ('dropout', 42, 126, 126, 30, 0), ('conv2d', 21, 126, 126, 30, 7959), ('batchnorm2d', 21, 126, 126, 30, 42), ('ReLU', 21, 126, 126, 30, 0), ('dropout', 21, 126, 126, 30, 0), ('conv2d', 31, 126, 126, 30, 5890), ('ba... | ReLU | 251,669,066 | 20,066,749 | 30 | 33,611 | -1 | -1 | -1 | -1 | -1 | 12 | 12 | 12 | 1 | 1 | SUCCESSFUL | 1.8 | 72,003 | 76.55 | 72,081.35 |
input_channels:1_num_classes:309_depth:8_arch:uniform_base_filters:31_batch:12_input_size:200_act:swish_dropout:0.38842981041192715_dropout:True_batchnorm:False.out | 8 | [('conv2d', 31, 200, 200, 12, 310), ('SiLU', 31, 200, 200, 12, 0), ('dropout', 31, 200, 200, 12, 0), ('conv2d', 31, 200, 200, 12, 8680), ('SiLU', 31, 200, 200, 12, 0), ('dropout', 31, 200, 200, 12, 0), ('conv2d', 31, 200, 200, 12, 8680), ('SiLU', 31, 200, 200, 12, 0), ('dropout', 31, 200, 200, 12, 0), ('conv2d', 31, 20... | SiLU | 29,760,649 | 70,958 | 12 | 3,003 | 89.5625 | 0.869719 | 0.799625 | 0.445321 | 0.122436 | 8 | 0 | 8 | 1 | 1 | SUCCESSFUL | 1.8 | 3,632.88 | 0.27 | 3,634.95 |
input_channels:3_num_classes:800_depth:16_arch:bottleneck_base_filters:79_batch:60_input_size:28_act:selu_dropout:0.339604493595135_dropout:True_batchnorm:False.out | 16 | [('conv2d', 158, 28, 28, 60, 4424), ('SELU', 158, 28, 28, 60, 0), ('dropout', 158, 28, 28, 60, 0), ('conv2d', 79, 28, 28, 60, 112417), ('SELU', 79, 28, 28, 60, 0), ('dropout', 79, 28, 28, 60, 0), ('conv2d', 98, 28, 28, 60, 69776), ('SELU', 98, 28, 28, 60, 0), ('dropout', 98, 28, 28, 60, 0), ('conv2d', 121, 28, 28, 60, ... | SELU | 19,463,696 | 57,145,024 | 60 | 8,117 | -1 | -1 | -1 | -1 | -1 | 16 | 0 | 16 | 1 | 1 | SUCCESSFUL | 0.6 | 11,879.4 | 217.99 | 12,097.99 |
input_channels:1_num_classes:190_depth:29_arch:gradual_base_filters:58_batch:46_input_size:30_act:gelu_dropout:0.44212332190853243_dropout:False_batchnorm:True.out | 29 | [('conv2d', 58, 30, 30, 46, 580), ('batchnorm2d', 58, 30, 30, 46, 116), ('GELU', 58, 30, 30, 46, 0), ('conv2d', 61, 30, 30, 46, 31903), ('batchnorm2d', 61, 30, 30, 46, 122), ('GELU', 61, 30, 30, 46, 0), ('conv2d', 65, 30, 30, 46, 35750), ('batchnorm2d', 65, 30, 30, 46, 130), ('GELU', 65, 30, 30, 46, 0), ('conv2d', 69, ... | GELU | 12,175,004 | 7,479,415 | 46 | 5,131 | -1 | -1 | -1 | -1 | -1 | 29 | 29 | 0 | 1 | 1 | SUCCESSFUL | 0 | 5,697.1 | 28.53 | 5,725.63 |
input_channels:3_num_classes:904_depth:13_arch:residual_base_filters:80_batch:28_input_size:10_act:gelu_dropout:0.11181078414830439_dropout:True_batchnorm:True.out | 6 | [('conv2d', 80, 10, 10, 28, 320), ('batchnorm2d', 80, 10, 10, 28, 160), ('conv2d', 80, 10, 10, 28, 2240), ('batchnorm2d', 80, 10, 10, 28, 160), ('GELU', 80, 10, 10, 28, 0), ('dropout', 80, 10, 10, 28, 0), ('conv2d', 80, 10, 10, 28, 57680), ('batchnorm2d', 80, 10, 10, 28, 160), ('GELU', 80, 10, 10, 28, 0), ('dropout', 8... | GELU | 107,410 | 329,986 | 28 | 1,775 | 28.152542 | 0.260952 | 0.080964 | 0.021673 | 0.004944 | 6 | 6 | 4 | 1 | 1 | SUCCESSFUL | 0 | 29.68 | 1.26 | 30.94 |
input_channels:1_num_classes:712_depth:7_arch:hourglass_base_filters:21_batch:12_input_size:80_act:selu_dropout:0.28029926194037796_dropout:False_batchnorm:True.out | 7 | [('conv2d', 21, 80, 80, 12, 210), ('batchnorm2d', 21, 80, 80, 12, 42), ('SELU', 21, 80, 80, 12, 0), ('conv2d', 96, 80, 80, 12, 18240), ('batchnorm2d', 96, 80, 80, 12, 192), ('SELU', 96, 80, 80, 12, 0), ('conv2d', 444, 80, 80, 12, 384060), ('batchnorm2d', 444, 80, 80, 12, 888), ('SELU', 444, 80, 80, 12, 0), ('conv2d', 6... | SELU | 28,897,445 | 4,369,717 | 12 | 4,015 | 92.746032 | 0.913603 | 0.890222 | 0.299093 | 0.031964 | 7 | 7 | 0 | 1 | 1 | SUCCESSFUL | 0.24 | 3,527.52 | 16.67 | 3,544.43 |
input_channels:1_num_classes:718_depth:7_arch:bottleneck_base_filters:115_batch:42_input_size:124_act:prelu_dropout:0.335454769115035_dropout:True_batchnorm:False.out | 7 | [('conv2d', 230, 124, 124, 42, 2300), ('PReLU', 230, 124, 124, 42, 0), ('dropout', 230, 124, 124, 42, 0), ('conv2d', 115, 124, 124, 42, 238165), ('PReLU', 115, 124, 124, 42, 0), ('dropout', 115, 124, 124, 42, 0), ('conv2d', 185, 124, 124, 42, 191660), ('PReLU', 185, 124, 124, 42, 0), ('dropout', 185, 124, 124, 42, 0), ... | PReLU | 155,269,551 | 15,516,497 | 42 | 37,877 | 92.815385 | 0.924308 | 0.92978 | 0.281136 | 0.007783 | 7 | 0 | 7 | 1 | 1 | SUCCESSFUL | 2.52 | 66,338.16 | 59.19 | 66,399.87 |
input_channels:3_num_classes:543_depth:16_arch:dense_base_filters:21_batch:30_input_size:156_act:selu_dropout:0.3669393163466069_dropout:False_batchnorm:False.out | 17 | [('conv2d', 32, 156, 156, 30, 896), ('SELU', 32, 156, 156, 30, 0), ('conv2d', 32, 156, 156, 30, 10112), ('SELU', 32, 156, 156, 30, 0), ('conv2d', 32, 156, 156, 30, 19328), ('SELU', 32, 156, 156, 30, 0), ('conv2d', 32, 156, 156, 30, 28544), ('SELU', 32, 156, 156, 30, 0), ('conv2d', 65, 156, 156, 30, 8580), ('ReLU', 65, ... | SELU | 14,067,743 | 1,145,090 | 30 | 8,303 | -1 | -1 | -1 | -1 | -1 | 17 | 0 | 0 | 1 | 1 | SUCCESSFUL | 8.4 | 7,081.2 | 4.37 | 7,093.97 |
input_channels:3_num_classes:549_depth:11_arch:dense_base_filters:32_batch:34_input_size:32_act:swish_dropout:0.4283378741271824_dropout:True_batchnorm:True.out | 9 | [('conv2d', 32, 32, 32, 34, 896), ('batchnorm2d', 32, 32, 32, 34, 64), ('SiLU', 32, 32, 32, 34, 0), ('dropout', 32, 32, 32, 34, 0), ('conv2d', 32, 32, 32, 34, 10112), ('batchnorm2d', 32, 32, 32, 34, 64), ('SiLU', 32, 32, 32, 34, 0), ('dropout', 32, 32, 32, 34, 0), ('conv2d', 32, 32, 32, 34, 19328), ('batchnorm2d', 32, ... | SiLU | 856,331 | 304,912 | 34 | 1,921 | -1 | -1 | -1 | -1 | -1 | 9 | 9 | 8 | 1 | 1 | SUCCESSFUL | 0.34 | 338.3 | 1.16 | 339.8 |
input_channels:3_num_classes:348_depth:4_arch:uniform_base_filters:77_batch:60_input_size:156_act:prelu_dropout:0.2682781222593933_dropout:True_batchnorm:False.out | 4 | [('conv2d', 77, 156, 156, 60, 2156), ('PReLU', 77, 156, 156, 60, 0), ('dropout', 77, 156, 156, 60, 0), ('conv2d', 77, 156, 156, 60, 53438), ('PReLU', 77, 156, 156, 60, 0), ('dropout', 77, 156, 156, 60, 0), ('conv2d', 77, 156, 156, 60, 53438), ('PReLU', 77, 156, 156, 60, 0), ('dropout', 77, 156, 156, 60, 0), ('conv2d', ... | PReLU | 22,487,237 | 189,614 | 60 | 8,567 | -1 | -1 | -1 | -1 | -1 | 4 | 0 | 4 | 1 | 1 | SUCCESSFUL | 16.8 | 13,725 | 0.72 | 13,742.52 |
input_channels:1_num_classes:361_depth:27_arch:pyramid_base_filters:71_batch:26_input_size:184_act:swish_dropout:0.4960894569235962_dropout:True_batchnorm:True.out | 27 | [('conv2d', 71, 184, 184, 26, 710), ('batchnorm2d', 71, 184, 184, 26, 142), ('SiLU', 71, 184, 184, 26, 0), ('dropout', 71, 184, 184, 26, 0), ('conv2d', 80, 184, 184, 26, 51200), ('batchnorm2d', 80, 184, 184, 26, 160), ('SiLU', 80, 184, 184, 26, 0), ('dropout', 80, 184, 184, 26, 0), ('conv2d', 91, 184, 184, 26, 65611), ... | SiLU | 2,017,278,434 | 118,241,778 | 26 | 39,749 | -1 | -1 | -1 | -1 | -1 | 27 | 27 | 27 | 1 | 1 | OOM_CRASH | 3.38 | 500,194.76 | 451.06 | 500,649.2 |
input_channels:1_num_classes:688_depth:26_arch:uniform_base_filters:58_batch:20_input_size:114_act:mish_dropout:0.24775332092310595_dropout:True_batchnorm:True.out | 26 | [('conv2d', 58, 114, 114, 20, 580), ('batchnorm2d', 58, 114, 114, 20, 116), ('Mish', 58, 114, 114, 20, 0), ('dropout', 58, 114, 114, 20, 0), ('conv2d', 58, 114, 114, 20, 30334), ('batchnorm2d', 58, 114, 114, 20, 116), ('Mish', 58, 114, 114, 20, 0), ('dropout', 58, 114, 114, 20, 0), ('conv2d', 58, 114, 114, 20, 30334), ... | Mish | 78,393,306 | 802,538 | 20 | 7,203 | 93.625 | 0.930238 | 0.772585 | 0.403849 | 0.054073 | 26 | 26 | 26 | 1 | 1 | SUCCESSFUL | 1 | 14,952.2 | 3.06 | 14,956.26 |
input_channels:1_num_classes:987_depth:24_arch:bottleneck_base_filters:36_batch:34_input_size:78_act:softplus_dropout:0.10730842456287962_dropout:True_batchnorm:True.out | 24 | [('conv2d', 72, 78, 78, 34, 720), ('batchnorm2d', 72, 78, 78, 34, 144), ('Softplus', 72, 78, 78, 34, 0), ('dropout', 72, 78, 78, 34, 0), ('conv2d', 36, 78, 78, 34, 23364), ('batchnorm2d', 36, 78, 78, 34, 72), ('Softplus', 36, 78, 78, 34, 0), ('dropout', 36, 78, 78, 34, 0), ('conv2d', 42, 78, 78, 34, 13650), ('batchnorm... | Softplus | 256,407,788 | 76,847,283 | 34 | 39,181 | -1 | -1 | -1 | -1 | -1 | 24 | 24 | 24 | 1 | 1 | OOM_CRASH | 0.68 | 83,139.86 | 293.15 | 83,433.69 |
input_channels:3_num_classes:827_depth:25_arch:dense_base_filters:105_batch:16_input_size:88_act:relu_dropout:0.12861080970915229_dropout:True_batchnorm:False.out | 25 | [('conv2d', 32, 88, 88, 16, 896), ('ReLU', 32, 88, 88, 16, 0), ('dropout', 32, 88, 88, 16, 0), ('conv2d', 32, 88, 88, 16, 10112), ('ReLU', 32, 88, 88, 16, 0), ('dropout', 32, 88, 88, 16, 0), ('conv2d', 32, 88, 88, 16, 19328), ('ReLU', 32, 88, 88, 16, 0), ('dropout', 32, 88, 88, 16, 0), ('conv2d', 32, 88, 88, 16, 28544)... | ReLU | 7,699,895 | 2,777,402 | 16 | 3,931 | -1 | -1 | -1 | -1 | -1 | 25 | 0 | 24 | 1 | 1 | SUCCESSFUL | 1.44 | 1,958.72 | 10.59 | 1,970.75 |
input_channels:1_num_classes:253_depth:29_arch:residual_base_filters:83_batch:44_input_size:214_act:tanh_dropout:0.39196445132119384_dropout:False_batchnorm:True.out | 30 | [('conv2d', 83, 214, 214, 44, 166), ('batchnorm2d', 83, 214, 214, 44, 166), ('conv2d', 83, 214, 214, 44, 830), ('batchnorm2d', 83, 214, 214, 44, 166), ('Tanh', 83, 214, 214, 44, 0), ('conv2d', 83, 214, 214, 44, 62084), ('batchnorm2d', 83, 214, 214, 44, 166), ('Tanh', 83, 214, 214, 44, 0), ('conv2d', 92, 107, 107, 44, 7... | Tanh | 56,422,586 | 4,042,653 | 44 | 14,565 | -1 | -1 | -1 | -1 | -1 | 30 | 30 | 0 | 1 | 1 | SUCCESSFUL | 7.48 | 26,043.16 | 15.42 | 26,066.06 |
input_channels:1_num_classes:470_depth:25_arch:pyramid_base_filters:115_batch:26_input_size:104_act:mish_dropout:0.365347321877984_dropout:False_batchnorm:True.out | 25 | [('conv2d', 115, 104, 104, 26, 1150), ('batchnorm2d', 115, 104, 104, 26, 230), ('Mish', 115, 104, 104, 26, 0), ('conv2d', 129, 104, 104, 26, 133644), ('batchnorm2d', 129, 104, 104, 26, 258), ('Mish', 129, 104, 104, 26, 0), ('conv2d', 144, 104, 104, 26, 167328), ('batchnorm2d', 144, 104, 104, 26, 288), ('Mish', 144, 104... | Mish | 513,427,469 | 130,120,201 | 26 | 40,139 | 28.2 | 0.129 | 0 | 0 | 0.01 | 25 | 25 | 0 | 1 | 1 | OOM_CRASH | 1.04 | 135,794.1 | 496.37 | 136,291.51 |
input_channels:1_num_classes:367_depth:22_arch:hourglass_base_filters:47_batch:32_input_size:186_act:relu_dropout:0.21386555241383168_dropout:True_batchnorm:True.out | 22 | [('conv2d', 47, 186, 186, 32, 470), ('batchnorm2d', 47, 186, 186, 32, 94), ('ReLU', 47, 186, 186, 32, 0), ('dropout', 47, 186, 186, 32, 0), ('conv2d', 66, 186, 186, 32, 27984), ('batchnorm2d', 66, 186, 186, 32, 132), ('ReLU', 66, 186, 186, 32, 0), ('dropout', 66, 186, 186, 32, 0), ('conv2d', 93, 186, 186, 32, 55335), (... | ReLU | 1,352,012,461 | 73,265,598 | 32 | 39,449 | 7 | 0.03925 | 0.366 | 0.094 | 0 | 22 | 22 | 22 | 1 | 1 | OOM_CRASH | 4.16 | 412,601.28 | 279.49 | 412,884.93 |
input_channels:3_num_classes:583_depth:2_arch:residual_base_filters:39_batch:12_input_size:140_act:swish_dropout:0.2326553996518017_dropout:True_batchnorm:True.out | 3 | [('conv2d', 39, 140, 140, 12, 156), ('batchnorm2d', 39, 140, 140, 12, 78), ('conv2d', 39, 140, 140, 12, 1092), ('batchnorm2d', 39, 140, 140, 12, 78), ('SiLU', 39, 140, 140, 12, 0), ('dropout', 39, 140, 140, 12, 0), ('conv2d', 39, 140, 140, 12, 13728), ('batchnorm2d', 39, 140, 140, 12, 78), ('SiLU', 39, 140, 140, 12, 0)... | SiLU | 7,645,205 | 38,530 | 12 | 2,183 | 75.714286 | 0.743569 | 0.517033 | 0.247183 | 0.103382 | 3 | 3 | 2 | 1 | 1 | SUCCESSFUL | 2.64 | 909.84 | 0.15 | 912.63 |
input_channels:3_num_classes:508_depth:13_arch:pyramid_base_filters:44_batch:22_input_size:102_act:swish_dropout:0.4959208854346966_dropout:True_batchnorm:True.out | 13 | [('conv2d', 44, 102, 102, 22, 1232), ('batchnorm2d', 44, 102, 102, 22, 88), ('SiLU', 44, 102, 102, 22, 0), ('dropout', 44, 102, 102, 22, 0), ('conv2d', 59, 102, 102, 22, 23423), ('batchnorm2d', 59, 102, 102, 22, 118), ('SiLU', 59, 102, 102, 22, 0), ('dropout', 59, 102, 102, 22, 0), ('conv2d', 79, 102, 102, 22, 42028), ... | SiLU | 242,415,740 | 35,605,147 | 22 | 29,321 | 95.59375 | 0.930453 | 0.953075 | 0.253038 | 0.01583 | 13 | 13 | 13 | 1 | 1 | SUCCESSFUL | 2.64 | 50,860.7 | 135.82 | 50,999.16 |
input_channels:1_num_classes:463_depth:12_arch:bottleneck_base_filters:87_batch:42_input_size:136_act:tanh_dropout:0.2502750921702941_dropout:True_batchnorm:False.out | 12 | [('conv2d', 174, 136, 136, 42, 1740), ('Tanh', 174, 136, 136, 42, 0), ('dropout', 174, 136, 136, 42, 0), ('conv2d', 87, 136, 136, 42, 136329), ('Tanh', 87, 136, 136, 42, 0), ('dropout', 87, 136, 136, 42, 0), ('conv2d', 115, 136, 136, 42, 90160), ('Tanh', 115, 136, 136, 42, 0), ('dropout', 115, 136, 136, 42, 0), ('conv2... | Tanh | 336,481,694 | 37,206,692 | 42 | 39,385 | -1 | -1 | -1 | -1 | -1 | 12 | 0 | 12 | 1 | 1 | OOM_CRASH | 2.94 | 143,760.12 | 141.93 | 143,904.99 |
input_channels:3_num_classes:875_depth:24_arch:dense_base_filters:109_batch:12_input_size:184_act:prelu_dropout:0.3551358535640833_dropout:True_batchnorm:True.out | 25 | [('conv2d', 32, 184, 184, 12, 896), ('batchnorm2d', 32, 184, 184, 12, 64), ('PReLU', 32, 184, 184, 12, 0), ('dropout', 32, 184, 184, 12, 0), ('conv2d', 32, 184, 184, 12, 10112), ('batchnorm2d', 32, 184, 184, 12, 64), ('PReLU', 32, 184, 184, 12, 0), ('dropout', 32, 184, 184, 12, 0), ('conv2d', 32, 184, 184, 12, 19328), ... | PReLU | 45,606,487 | 2,812,956 | 12 | 11,075 | -1 | -1 | -1 | -1 | -1 | 25 | 25 | 24 | 1 | 1 | SUCCESSFUL | 4.68 | 7,515.96 | 10.73 | 7,531.37 |
input_channels:1_num_classes:921_depth:13_arch:uniform_base_filters:94_batch:24_input_size:94_act:elu_dropout:0.2595834275882002_dropout:True_batchnorm:False.out | 13 | [('conv2d', 94, 94, 94, 24, 940), ('ELU', 94, 94, 94, 24, 0), ('dropout', 94, 94, 94, 24, 0), ('conv2d', 94, 94, 94, 24, 79618), ('ELU', 94, 94, 94, 24, 0), ('dropout', 94, 94, 94, 24, 0), ('conv2d', 94, 94, 94, 24, 79618), ('ELU', 94, 94, 94, 24, 0), ('dropout', 94, 94, 94, 24, 0), ('conv2d', 94, 94, 94, 24, 79618), (... | ELU | 32,394,712 | 1,043,851 | 24 | 4,587 | 93.015625 | 0.909111 | 0.902759 | 0.512685 | 0.027 | 13 | 0 | 13 | 1 | 1 | SUCCESSFUL | 0.72 | 7,908.72 | 3.98 | 7,913.42 |
input_channels:3_num_classes:301_depth:23_arch:dense_base_filters:66_batch:42_input_size:220_act:swish_dropout:0.11789151714418332_dropout:False_batchnorm:False.out | 21 | [('conv2d', 32, 220, 220, 42, 896), ('SiLU', 32, 220, 220, 42, 0), ('conv2d', 32, 220, 220, 42, 10112), ('SiLU', 32, 220, 220, 42, 0), ('conv2d', 32, 220, 220, 42, 19328), ('SiLU', 32, 220, 220, 42, 0), ('conv2d', 32, 220, 220, 42, 28544), ('SiLU', 32, 220, 220, 42, 0), ('conv2d', 65, 220, 220, 42, 8580), ('ReLU', 65, ... | SiLU | 31,073,979 | 1,647,390 | 42 | 24,969 | 91.25 | 0.906015 | 0.901509 | 0.476364 | 0.132778 | 21 | 0 | 0 | 1 | 1 | SUCCESSFUL | 23.1 | 23,442.3 | 6.28 | 23,471.68 |
input_channels:1_num_classes:947_depth:5_arch:hourglass_base_filters:76_batch:52_input_size:150_act:mish_dropout:0.11412490828165037_dropout:True_batchnorm:True.out | 5 | [('conv2d', 76, 150, 150, 52, 760), ('batchnorm2d', 76, 150, 150, 52, 152), ('Mish', 76, 150, 150, 52, 0), ('dropout', 76, 150, 150, 52, 0), ('conv2d', 394, 150, 150, 52, 269890), ('batchnorm2d', 394, 150, 150, 52, 788), ('Mish', 394, 150, 150, 52, 0), ('dropout', 394, 150, 150, 52, 0), ('conv2d', 683, 150, 150, 52, 24... | Mish | 131,041,970 | 4,320,022 | 52 | 38,227 | 91.846154 | 0.934615 | 0.940281 | 0.323509 | 0.038456 | 5 | 5 | 5 | 1 | 1 | SUCCESSFUL | 4.68 | 64,984.92 | 16.48 | 65,006.08 |
input_channels:3_num_classes:519_depth:10_arch:dense_base_filters:85_batch:26_input_size:100_act:relu_dropout:0.3253408934397337_dropout:False_batchnorm:True.out | 9 | [('conv2d', 32, 100, 100, 26, 896), ('batchnorm2d', 32, 100, 100, 26, 64), ('ReLU', 32, 100, 100, 26, 0), ('conv2d', 32, 100, 100, 26, 10112), ('batchnorm2d', 32, 100, 100, 26, 64), ('ReLU', 32, 100, 100, 26, 0), ('conv2d', 32, 100, 100, 26, 19328), ('batchnorm2d', 32, 100, 100, 26, 64), ('ReLU', 32, 100, 100, 26, 0), ... | ReLU | 6,751,231 | 299,092 | 26 | 3,227 | 91.53125 | 0.825292 | 0.672086 | 0.320224 | 0.121692 | 9 | 9 | 0 | 1 | 1 | SUCCESSFUL | 2.86 | 2,205.58 | 1.14 | 2,209.58 |
input_channels:1_num_classes:316_depth:23_arch:dense_base_filters:29_batch:36_input_size:124_act:mish_dropout:0.1920808043382503_dropout:True_batchnorm:False.out | 21 | [('conv2d', 32, 124, 124, 36, 320), ('Mish', 32, 124, 124, 36, 0), ('dropout', 32, 124, 124, 36, 0), ('conv2d', 32, 124, 124, 36, 9536), ('Mish', 32, 124, 124, 36, 0), ('dropout', 32, 124, 124, 36, 0), ('conv2d', 32, 124, 124, 36, 18752), ('Mish', 32, 124, 124, 36, 0), ('dropout', 32, 124, 124, 36, 0), ('conv2d', 32, 1... | Mish | 13,778,104 | 1,648,572 | 36 | 7,633 | 91.21875 | 0.909873 | 0.862625 | 0.450696 | 0.136836 | 21 | 0 | 20 | 1 | 1 | SUCCESSFUL | 2.16 | 7,437.24 | 6.29 | 7,445.69 |
input_channels:1_num_classes:653_depth:26_arch:bottleneck_base_filters:104_batch:58_input_size:220_act:selu_dropout:0.41954223264682333_dropout:False_batchnorm:True.out | 26 | [('conv2d', 208, 220, 220, 58, 2080), ('batchnorm2d', 208, 220, 220, 58, 416), ('SELU', 208, 220, 220, 58, 0), ('conv2d', 104, 220, 220, 58, 194792), ('batchnorm2d', 104, 220, 220, 58, 208), ('SELU', 104, 220, 220, 58, 0), ('conv2d', 117, 220, 220, 58, 109629), ('batchnorm2d', 117, 220, 220, 58, 234), ('SELU', 117, 220... | SELU | 2,257,863,123 | 125,344,614 | 58 | 38,647 | -1 | -1 | -1 | -1 | -1 | 26 | 26 | 0 | 1 | 1 | OOM_CRASH | 10.44 | 1,332,153.28 | 478.15 | 1,332,641.87 |
input_channels:1_num_classes:162_depth:1_arch:bottleneck_base_filters:107_batch:60_input_size:100_act:gelu_dropout:0.22069049748773054_dropout:False_batchnorm:True.out | 1 | [('conv2d', 214, 100, 100, 60, 2140), ('batchnorm2d', 214, 100, 100, 60, 428), ('GELU', 214, 100, 100, 60, 0), ('adaptive_avg_pool2d', 0, 0, 214, 60, 0), ('linear', 0, 0, 162, 60, 34830), ('softmax', 0, 0, 162, 60, 0)] | GELU | 6,420,538 | 37,398 | 60 | 4,231 | -1 | -1 | -1 | -1 | -1 | 1 | 1 | 0 | 1 | 1 | SUCCESSFUL | 2.4 | 3,918.6 | 0.14 | 3,921.14 |
input_channels:3_num_classes:705_depth:17_arch:gradual_base_filters:121_batch:44_input_size:144_act:leaky_relu_dropout:0.12165361613004554_dropout:False_batchnorm:True.out | 17 | [('conv2d', 121, 144, 144, 44, 3388), ('batchnorm2d', 121, 144, 144, 44, 242), ('LeakyReLU', 121, 144, 144, 44, 0), ('conv2d', 131, 144, 144, 44, 142790), ('batchnorm2d', 131, 144, 144, 44, 262), ('LeakyReLU', 131, 144, 144, 44, 0), ('conv2d', 142, 144, 144, 44, 167560), ('batchnorm2d', 142, 144, 144, 44, 284), ('Leaky... | LeakyReLU | 269,673,548 | 10,847,547 | 44 | 39,981 | 32.75 | 0.07425 | 0 | 0 | 0 | 17 | 17 | 0 | 1 | 1 | OOM_CRASH | 10.56 | 120,703.44 | 41.38 | 120,755.38 |
input_channels:3_num_classes:797_depth:24_arch:dense_base_filters:72_batch:30_input_size:196_act:elu_dropout:0.2622428580789776_dropout:False_batchnorm:True.out | 25 | [('conv2d', 32, 196, 196, 30, 896), ('batchnorm2d', 32, 196, 196, 30, 64), ('ELU', 32, 196, 196, 30, 0), ('conv2d', 32, 196, 196, 30, 10112), ('batchnorm2d', 32, 196, 196, 30, 64), ('ELU', 32, 196, 196, 30, 0), ('conv2d', 32, 196, 196, 30, 19328), ('batchnorm2d', 32, 196, 196, 30, 64), ('ELU', 32, 196, 196, 30, 0), ('c... | ELU | 40,684,843 | 2,757,888 | 30 | 20,205 | 94.59375 | 0.916234 | 0.847768 | 0.434411 | 0.113491 | 25 | 25 | 0 | 1 | 1 | SUCCESSFUL | 13.2 | 18,788.4 | 10.52 | 18,812.12 |
input_channels:1_num_classes:416_depth:24_arch:residual_base_filters:33_batch:18_input_size:40_act:gelu_dropout:0.2929302515606243_dropout:False_batchnorm:True.out | 18 | [('conv2d', 33, 40, 40, 18, 66), ('batchnorm2d', 33, 40, 40, 18, 66), ('conv2d', 33, 40, 40, 18, 330), ('batchnorm2d', 33, 40, 40, 18, 66), ('GELU', 33, 40, 40, 18, 0), ('conv2d', 33, 40, 40, 18, 9834), ('batchnorm2d', 33, 40, 40, 18, 66), ('GELU', 33, 40, 40, 18, 0), ('conv2d', 39, 20, 20, 18, 1326), ('batchnorm2d', 3... | GELU | 806,709 | 338,668 | 18 | 1,821 | 36.539683 | 0.35925 | 0.137 | 0.042179 | 0.020807 | 18 | 18 | 0 | 1 | 1 | SUCCESSFUL | 0.18 | 152.28 | 1.29 | 153.75 |
input_channels:3_num_classes:614_depth:24_arch:dense_base_filters:43_batch:20_input_size:24_act:mish_dropout:0.37641195145937056_dropout:False_batchnorm:False.out | 25 | [('conv2d', 32, 24, 24, 20, 896), ('Mish', 32, 24, 24, 20, 0), ('conv2d', 32, 24, 24, 20, 10112), ('Mish', 32, 24, 24, 20, 0), ('conv2d', 32, 24, 24, 20, 19328), ('Mish', 32, 24, 24, 20, 0), ('conv2d', 32, 24, 24, 20, 28544), ('Mish', 32, 24, 24, 20, 0), ('conv2d', 65, 24, 24, 20, 8580), ('ReLU', 65, 24, 24, 20, 0), ('... | Mish | 408,589 | 2,627,024 | 20 | 1,925 | 54.21875 | 0.537063 | 0.298426 | 0.082593 | 0.048281 | 25 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0.2 | 157 | 10.02 | 167.22 |
input_channels:1_num_classes:427_depth:28_arch:pyramid_base_filters:67_batch:62_input_size:98_act:elu_dropout:0.46989747727348496_dropout:True_batchnorm:True.out | 28 | [('conv2d', 67, 98, 98, 62, 670), ('batchnorm2d', 67, 98, 98, 62, 134), ('ELU', 67, 98, 98, 62, 0), ('dropout', 67, 98, 98, 62, 0), ('conv2d', 75, 98, 98, 62, 45300), ('batchnorm2d', 75, 98, 98, 62, 150), ('ELU', 75, 98, 98, 62, 0), ('dropout', 75, 98, 98, 62, 0), ('conv2d', 85, 98, 98, 62, 57460), ('batchnorm2d', 85, ... | ELU | 585,308,842 | 121,275,688 | 62 | 40,233 | -1 | -1 | -1 | -1 | -1 | 28 | 28 | 28 | 1 | 1 | OOM_CRASH | 2.48 | 346,080.28 | 462.63 | 346,545.39 |
input_channels:3_num_classes:652_depth:14_arch:pyramid_base_filters:24_batch:14_input_size:100_act:elu_dropout:0.10770637197110307_dropout:False_batchnorm:True.out | 14 | [('conv2d', 24, 100, 100, 14, 672), ('batchnorm2d', 24, 100, 100, 14, 48), ('ELU', 24, 100, 100, 14, 0), ('conv2d', 32, 100, 100, 14, 6944), ('batchnorm2d', 32, 100, 100, 14, 64), ('ELU', 32, 100, 100, 14, 0), ('conv2d', 45, 100, 100, 14, 13005), ('batchnorm2d', 45, 100, 100, 14, 90), ('ELU', 45, 100, 100, 14, 0), ('co... | ELU | 162,212,794 | 31,898,781 | 14 | 15,529 | 94.123077 | 0.929469 | 0.94387 | 0.254833 | 0.017962 | 14 | 14 | 0 | 1 | 1 | SUCCESSFUL | 1.54 | 23,101.54 | 121.68 | 23,224.76 |
input_channels:1_num_classes:474_depth:8_arch:uniform_base_filters:56_batch:4_input_size:110_act:mish_dropout:0.36753706474497705_dropout:False_batchnorm:False.out | 8 | [('conv2d', 56, 110, 110, 4, 560), ('Mish', 56, 110, 110, 4, 0), ('conv2d', 56, 110, 110, 4, 28280), ('Mish', 56, 110, 110, 4, 0), ('conv2d', 56, 110, 110, 4, 28280), ('Mish', 56, 110, 110, 4, 0), ('conv2d', 56, 110, 110, 4, 28280), ('Mish', 56, 110, 110, 4, 0), ('conv2d', 56, 110, 110, 4, 28280), ('Mish', 56, 110, 110... | Mish | 10,842,604 | 225,538 | 4 | 1,959 | -1 | -1 | -1 | -1 | -1 | 8 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0.2 | 496.32 | 0.86 | 497.38 |
input_channels:3_num_classes:512_depth:27_arch:pyramid_base_filters:43_batch:24_input_size:114_act:softplus_dropout:0.21547304844521414_dropout:True_batchnorm:True.out | 27 | [('conv2d', 43, 114, 114, 24, 1204), ('batchnorm2d', 43, 114, 114, 24, 86), ('Softplus', 43, 114, 114, 24, 0), ('dropout', 43, 114, 114, 24, 0), ('conv2d', 49, 114, 114, 24, 19012), ('batchnorm2d', 49, 114, 114, 24, 98), ('Softplus', 49, 114, 114, 24, 0), ('dropout', 49, 114, 114, 24, 0), ('conv2d', 57, 114, 114, 24, 2... | Softplus | 676,834,478 | 99,516,715 | 24 | 40,195 | 27.285714 | 0.131167 | 0.392 | 0.104 | 0.0085 | 27 | 27 | 27 | 1 | 1 | OOM_CRASH | 3.6 | 154,914.96 | 379.63 | 155,298.19 |
input_channels:1_num_classes:621_depth:11_arch:uniform_base_filters:53_batch:54_input_size:168_act:mish_dropout:0.3933455505364659_dropout:True_batchnorm:True.out | 11 | [('conv2d', 53, 168, 168, 54, 530), ('batchnorm2d', 53, 168, 168, 54, 106), ('Mish', 53, 168, 168, 54, 0), ('dropout', 53, 168, 168, 54, 0), ('conv2d', 53, 168, 168, 54, 25334), ('batchnorm2d', 53, 168, 168, 54, 106), ('Mish', 53, 168, 168, 54, 0), ('dropout', 53, 168, 168, 54, 0), ('conv2d', 53, 168, 168, 54, 25334), ... | Mish | 65,819,663 | 288,570 | 54 | 15,189 | -1 | -1 | -1 | -1 | -1 | 11 | 11 | 11 | 1 | 1 | SUCCESSFUL | 5.94 | 33,895.8 | 1.1 | 33,902.84 |
input_channels:3_num_classes:511_depth:6_arch:pyramid_base_filters:52_batch:36_input_size:224_act:swish_dropout:0.4798955014454188_dropout:True_batchnorm:True.out | 6 | [('conv2d', 52, 224, 224, 36, 1456), ('batchnorm2d', 52, 224, 224, 36, 104), ('SiLU', 52, 224, 224, 36, 0), ('dropout', 52, 224, 224, 36, 0), ('conv2d', 95, 224, 224, 36, 44555), ('batchnorm2d', 95, 224, 224, 36, 190), ('SiLU', 95, 224, 224, 36, 0), ('dropout', 95, 224, 224, 36, 0), ('conv2d', 176, 224, 224, 36, 150656... | SiLU | 473,663,572 | 9,054,853 | 36 | 33,953 | 28.666667 | 0.061 | 0.224 | 0.085 | 0 | 6 | 6 | 6 | 1 | 1 | OOM_CRASH | 20.52 | 162,619.2 | 34.54 | 162,674.26 |
input_channels:1_num_classes:141_depth:13_arch:gradual_base_filters:121_batch:2_input_size:142_act:prelu_dropout:0.21301145617713774_dropout:False_batchnorm:False.out | 13 | [('conv2d', 121, 142, 142, 2, 1210), ('PReLU', 121, 142, 142, 2, 0), ('conv2d', 134, 142, 142, 2, 146060), ('PReLU', 134, 142, 142, 2, 0), ('conv2d', 150, 142, 142, 2, 181050), ('PReLU', 150, 142, 142, 2, 0), ('conv2d', 167, 142, 142, 2, 225617), ('PReLU', 167, 142, 142, 2, 0), ('conv2d', 186, 142, 142, 2, 279744), ('P... | PReLU | 131,953,944 | 7,666,844 | 2 | 3,279 | 93.2 | 0.934952 | 0.888019 | 0.317778 | 0.009 | 13 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0.16 | 3,020.18 | 29.25 | 3,049.59 |
input_channels:3_num_classes:906_depth:22_arch:gradual_base_filters:18_batch:8_input_size:124_act:leaky_relu_dropout:0.15985758238065959_dropout:False_batchnorm:False.out | 22 | [('conv2d', 18, 124, 124, 8, 504), ('LeakyReLU', 18, 124, 124, 8, 0), ('conv2d', 20, 124, 124, 8, 3260), ('LeakyReLU', 20, 124, 124, 8, 0), ('conv2d', 22, 124, 124, 8, 3982), ('LeakyReLU', 22, 124, 124, 8, 0), ('conv2d', 24, 124, 124, 8, 4776), ('LeakyReLU', 24, 124, 124, 8, 0), ('conv2d', 27, 124, 124, 8, 5859), ('Lea... | LeakyReLU | 46,775,776 | 1,373,007 | 8 | 4,281 | 93.203125 | 0.919905 | 0.8125 | 0.346179 | 0.053291 | 22 | 0 | 0 | 1 | 1 | SUCCESSFUL | 1.44 | 4,282.4 | 5.24 | 4,289.08 |
input_channels:1_num_classes:976_depth:20_arch:gradual_base_filters:60_batch:30_input_size:142_act:softplus_dropout:0.2516432853553535_dropout:False_batchnorm:False.out | 20 | [('conv2d', 60, 142, 142, 30, 600), ('Softplus', 60, 142, 142, 30, 0), ('conv2d', 65, 142, 142, 30, 35165), ('Softplus', 65, 142, 142, 30, 0), ('conv2d', 71, 142, 142, 30, 41606), ('Softplus', 71, 142, 142, 30, 0), ('conv2d', 78, 142, 142, 30, 49920), ('Softplus', 78, 142, 142, 30, 0), ('conv2d', 85, 142, 142, 30, 5975... | Softplus | 126,591,864 | 5,349,262 | 30 | 26,441 | 92.723077 | 0.909831 | 0.952389 | 0.359019 | 0.032362 | 20 | 0 | 0 | 1 | 1 | SUCCESSFUL | 2.4 | 43,461.6 | 20.41 | 43,484.41 |
input_channels:3_num_classes:389_depth:7_arch:uniform_base_filters:107_batch:38_input_size:174_act:swish_dropout:0.19210878272140286_dropout:True_batchnorm:False.out | 7 | [('conv2d', 107, 174, 174, 38, 2996), ('SiLU', 107, 174, 174, 38, 0), ('dropout', 107, 174, 174, 38, 0), ('conv2d', 107, 174, 174, 38, 103148), ('SiLU', 107, 174, 174, 38, 0), ('dropout', 107, 174, 174, 38, 0), ('conv2d', 107, 174, 174, 38, 103148), ('SiLU', 107, 174, 174, 38, 0), ('dropout', 107, 174, 174, 38, 0), ('c... | SiLU | 68,031,057 | 663,896 | 38 | 12,201 | 94.412698 | 0.907406 | 0.931889 | 0.511093 | 0.038906 | 7 | 0 | 7 | 1 | 1 | SUCCESSFUL | 13.3 | 26,297.9 | 2.53 | 26,313.73 |
input_channels:3_num_classes:848_depth:27_arch:residual_base_filters:102_batch:58_input_size:6_act:selu_dropout:0.15737765558971573_dropout:False_batchnorm:True.out | 0 | [] | null | 0 | 0 | 58 | 0 | 100 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | SUCCESSFUL | 0 | 0 | 0 | 0 |
input_channels:3_num_classes:56_depth:16_arch:uniform_base_filters:32_batch:40_input_size:180_act:tanh_dropout:0.22869832785523464_dropout:True_batchnorm:False.out | 16 | [('conv2d', 32, 180, 180, 40, 896), ('Tanh', 32, 180, 180, 40, 0), ('dropout', 32, 180, 180, 40, 0), ('conv2d', 32, 180, 180, 40, 9248), ('Tanh', 32, 180, 180, 40, 0), ('dropout', 32, 180, 180, 40, 0), ('conv2d', 32, 180, 180, 40, 9248), ('Tanh', 32, 180, 180, 40, 0), ('dropout', 32, 180, 180, 40, 0), ('conv2d', 32, 18... | Tanh | 49,766,544 | 141,464 | 40 | 8,263 | 91.328125 | 0.892922 | 0.893607 | 0.451714 | 0.156211 | 16 | 0 | 16 | 1 | 1 | SUCCESSFUL | 14.8 | 20,250 | 0.54 | 20,265.34 |
input_channels:1_num_classes:45_depth:1_arch:hourglass_base_filters:58_batch:52_input_size:20_act:elu_dropout:0.45740447207530954_dropout:False_batchnorm:False.out | 1 | [('conv2d', 58, 20, 20, 52, 580), ('ELU', 58, 20, 20, 52, 0), ('adaptive_avg_pool2d', 0, 0, 58, 52, 0), ('linear', 0, 0, 45, 52, 2655), ('softmax', 0, 0, 45, 52, 0)] | ELU | 46,548 | 3,235 | 52 | 1,721 | 13.839286 | 0.081969 | 0.027698 | 0.008075 | 0.005294 | 1 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0 | 27.56 | 0.01 | 27.57 |
input_channels:1_num_classes:748_depth:9_arch:gradual_base_filters:123_batch:54_input_size:154_act:softplus_dropout:0.13673292605844636_dropout:True_batchnorm:False.out | 9 | [('conv2d', 123, 154, 154, 54, 1230), ('Softplus', 123, 154, 154, 54, 0), ('dropout', 123, 154, 154, 54, 0), ('conv2d', 143, 154, 154, 54, 158444), ('Softplus', 143, 154, 154, 54, 0), ('dropout', 143, 154, 154, 54, 0), ('conv2d', 168, 154, 154, 54, 216384), ('Softplus', 168, 154, 154, 54, 0), ('dropout', 168, 154, 154,... | Softplus | 159,160,001 | 5,163,654 | 54 | 37,963 | -1 | -1 | -1 | -1 | -1 | 9 | 0 | 9 | 1 | 1 | SUCCESSFUL | 4.86 | 87,428.7 | 19.7 | 87,453.26 |
input_channels:3_num_classes:414_depth:12_arch:residual_base_filters:108_batch:6_input_size:112_act:tanh_dropout:0.2923332140467601_dropout:False_batchnorm:True.out | 18 | [('conv2d', 108, 112, 112, 6, 432), ('batchnorm2d', 108, 112, 112, 6, 216), ('conv2d', 108, 112, 112, 6, 3024), ('batchnorm2d', 108, 112, 112, 6, 216), ('Tanh', 108, 112, 112, 6, 0), ('conv2d', 108, 112, 112, 6, 105084), ('batchnorm2d', 108, 112, 112, 6, 216), ('Tanh', 108, 112, 112, 6, 0), ('conv2d', 138, 56, 56, 6, 1... | Tanh | 22,505,132 | 5,628,472 | 6 | 2,499 | 88.15625 | 0.881175 | 0.657111 | 0.2555 | 0.025945 | 18 | 18 | 0 | 1 | 1 | SUCCESSFUL | 0.84 | 1,416.48 | 21.47 | 1,438.79 |
input_channels:1_num_classes:33_depth:17_arch:gradual_base_filters:29_batch:26_input_size:162_act:leaky_relu_dropout:0.27052612519388664_dropout:False_batchnorm:False.out | 17 | [('conv2d', 29, 162, 162, 26, 290), ('LeakyReLU', 29, 162, 162, 26, 0), ('conv2d', 32, 162, 162, 26, 8384), ('LeakyReLU', 32, 162, 162, 26, 0), ('conv2d', 37, 162, 162, 26, 10693), ('LeakyReLU', 37, 162, 162, 26, 0), ('conv2d', 42, 162, 162, 26, 14028), ('LeakyReLU', 42, 162, 162, 26, 0), ('conv2d', 47, 162, 162, 26, 1... | LeakyReLU | 84,033,569 | 1,621,655 | 26 | 16,241 | 92.9375 | 0.9204 | 0.940963 | 0.425093 | 0.035179 | 17 | 0 | 0 | 1 | 1 | SUCCESSFUL | 2.6 | 25,003.94 | 6.19 | 25,012.73 |
input_channels:3_num_classes:586_depth:12_arch:hourglass_base_filters:106_batch:36_input_size:46_act:gelu_dropout:0.4080176785431111_dropout:True_batchnorm:True.out | 12 | [('conv2d', 106, 46, 46, 36, 2968), ('batchnorm2d', 106, 46, 46, 36, 212), ('GELU', 106, 46, 46, 36, 0), ('dropout', 106, 46, 46, 36, 0), ('conv2d', 173, 46, 46, 36, 165215), ('batchnorm2d', 173, 46, 46, 36, 346), ('GELU', 173, 46, 46, 36, 0), ('dropout', 173, 46, 46, 36, 0), ('conv2d', 284, 46, 46, 36, 442472), ('batc... | GELU | 51,479,326 | 41,291,660 | 36 | 9,879 | 94.174603 | 0.934312 | 0.9525 | 0.251339 | 0.015704 | 12 | 12 | 12 | 1 | 1 | SUCCESSFUL | 0.72 | 17,673.84 | 157.52 | 17,832.08 |
input_channels:3_num_classes:707_depth:11_arch:gradual_base_filters:34_batch:40_input_size:180_act:prelu_dropout:0.33109211552422735_dropout:True_batchnorm:False.out | 11 | [('conv2d', 34, 180, 180, 40, 952), ('PReLU', 34, 180, 180, 40, 0), ('dropout', 34, 180, 180, 40, 0), ('conv2d', 40, 180, 180, 40, 12280), ('PReLU', 40, 180, 180, 40, 0), ('dropout', 40, 180, 180, 40, 0), ('conv2d', 49, 180, 180, 40, 17689), ('PReLU', 49, 180, 180, 40, 0), ('dropout', 49, 180, 180, 40, 0), ('conv2d', 5... | PReLU | 108,574,033 | 1,271,577 | 40 | 22,933 | -1 | -1 | -1 | -1 | -1 | 11 | 0 | 11 | 1 | 1 | SUCCESSFUL | 14.8 | 44,178.8 | 4.85 | 44,198.45 |
input_channels:3_num_classes:938_depth:14_arch:pyramid_base_filters:93_batch:24_input_size:2_act:tanh_dropout:0.40010542034925134_dropout:True_batchnorm:False.out | 0 | [] | null | 0 | 0 | 24 | 0 | -1 | -1 | -1 | -1 | -1 | 0 | 0 | 0 | 0 | 0 | SUCCESSFUL | 0 | 0 | 0 | 0 |
input_channels:3_num_classes:963_depth:22_arch:pyramid_base_filters:125_batch:8_input_size:60_act:swish_dropout:0.2189215793160404_dropout:True_batchnorm:True.out | 22 | [('conv2d', 125, 60, 60, 8, 3500), ('batchnorm2d', 125, 60, 60, 8, 250), ('SiLU', 125, 60, 60, 8, 0), ('dropout', 125, 60, 60, 8, 0), ('conv2d', 141, 60, 60, 8, 158766), ('batchnorm2d', 141, 60, 60, 8, 282), ('SiLU', 141, 60, 60, 8, 0), ('dropout', 141, 60, 60, 8, 0), ('conv2d', 161, 60, 60, 8, 204470), ('batchnorm2d',... | SiLU | 204,152,529 | 115,955,628 | 8 | 13,103 | -1 | -1 | -1 | -1 | -1 | 22 | 22 | 22 | 1 | 1 | SUCCESSFUL | 0.32 | 15,575.52 | 442.34 | 16,018.18 |
input_channels:3_num_classes:385_depth:1_arch:uniform_base_filters:99_batch:10_input_size:114_act:relu_dropout:0.4917058635335074_dropout:True_batchnorm:False.out | 1 | [('conv2d', 99, 114, 114, 10, 2772), ('ReLU', 99, 114, 114, 10, 0), ('dropout', 99, 114, 114, 10, 0), ('adaptive_avg_pool2d', 0, 0, 99, 10, 0), ('linear', 0, 0, 385, 10, 38500), ('softmax', 0, 0, 385, 10, 0)] | ReLU | 3,860,681 | 41,272 | 10 | 1,873 | -1 | -1 | -1 | -1 | -1 | 1 | 0 | 1 | 1 | 1 | SUCCESSFUL | 1.5 | 392.7 | 0.16 | 394.36 |
input_channels:3_num_classes:24_depth:29_arch:pyramid_base_filters:112_batch:10_input_size:106_act:softplus_dropout:0.3932840134722735_dropout:True_batchnorm:True.out | 29 | [('conv2d', 112, 106, 106, 10, 3136), ('batchnorm2d', 112, 106, 106, 10, 224), ('Softplus', 112, 106, 106, 10, 0), ('dropout', 112, 106, 106, 10, 0), ('conv2d', 123, 106, 106, 10, 124107), ('batchnorm2d', 123, 106, 106, 10, 246), ('Softplus', 123, 106, 106, 10, 0), ('dropout', 123, 106, 106, 10, 0), ('conv2d', 136, 106... | Softplus | 824,859,132 | 153,274,320 | 10 | 40,001 | 93.772727 | 0.943422 | 0.967268 | 0.230518 | 0.015089 | 29 | 29 | 29 | 1 | 1 | SUCCESSFUL | 1.3 | 78,664.7 | 584.7 | 79,250.7 |
input_channels:3_num_classes:43_depth:6_arch:dense_base_filters:35_batch:32_input_size:70_act:gelu_dropout:0.29272110115710603_dropout:True_batchnorm:False.out | 4 | [('conv2d', 32, 70, 70, 32, 896), ('GELU', 32, 70, 70, 32, 0), ('dropout', 32, 70, 70, 32, 0), ('conv2d', 32, 70, 70, 32, 10112), ('GELU', 32, 70, 70, 32, 0), ('dropout', 32, 70, 70, 32, 0), ('conv2d', 32, 70, 70, 32, 19328), ('GELU', 32, 70, 70, 32, 0), ('dropout', 32, 70, 70, 32, 0), ('conv2d', 32, 70, 70, 32, 28544)... | GELU | 1,881,817 | 64,556 | 32 | 2,333 | 62.723077 | 0.6276 | 0.58193 | 0.306456 | 0.099767 | 4 | 0 | 4 | 1 | 1 | SUCCESSFUL | 1.92 | 769.28 | 0.25 | 771.45 |
input_channels:1_num_classes:920_depth:7_arch:bottleneck_base_filters:25_batch:14_input_size:106_act:swish_dropout:0.14879689797743068_dropout:False_batchnorm:False.out | 7 | [('conv2d', 50, 106, 106, 14, 500), ('SiLU', 50, 106, 106, 14, 0), ('conv2d', 25, 106, 106, 14, 11275), ('SiLU', 25, 106, 106, 14, 0), ('conv2d', 52, 106, 106, 14, 11752), ('SiLU', 52, 106, 106, 14, 0), ('conv2d', 108, 106, 106, 14, 50652), ('SiLU', 108, 106, 106, 14, 0), ('conv2d', 226, 106, 106, 14, 219898), ('SiLU',... | SiLU | 43,014,230 | 6,320,602 | 14 | 6,207 | -1 | -1 | -1 | -1 | -1 | 7 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0.56 | 6,891.5 | 24.11 | 6,916.17 |
input_channels:3_num_classes:195_depth:23_arch:bottleneck_base_filters:48_batch:62_input_size:10_act:prelu_dropout:0.38926987309516303_dropout:False_batchnorm:False.out | 23 | [('conv2d', 96, 10, 10, 62, 2688), ('PReLU', 96, 10, 10, 62, 0), ('conv2d', 48, 10, 10, 62, 41520), ('PReLU', 48, 10, 10, 62, 0), ('conv2d', 56, 10, 10, 62, 24248), ('PReLU', 56, 10, 10, 62, 0), ('conv2d', 67, 10, 10, 62, 33835), ('PReLU', 67, 10, 10, 62, 0), ('conv2d', 80, 10, 10, 62, 48320), ('PReLU', 80, 10, 10, 62,... | PReLU | 2,169,116 | 78,497,219 | 62 | 3,945 | 86.809524 | 0.8726 | 0.787339 | 0.262254 | 0.010153 | 23 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0 | 1,538.84 | 299.44 | 1,838.28 |
input_channels:1_num_classes:841_depth:18_arch:hourglass_base_filters:80_batch:14_input_size:164_act:prelu_dropout:0.17821136505903568_dropout:True_batchnorm:True.out | 18 | [('conv2d', 80, 164, 164, 14, 800), ('batchnorm2d', 80, 164, 164, 14, 160), ('PReLU', 80, 164, 164, 14, 0), ('dropout', 80, 164, 164, 14, 0), ('conv2d', 114, 164, 164, 14, 82194), ('batchnorm2d', 114, 164, 164, 14, 228), ('PReLU', 114, 164, 164, 14, 0), ('dropout', 114, 164, 164, 14, 0), ('conv2d', 164, 164, 164, 14, 1... | PReLU | 975,358,306 | 68,106,843 | 14 | 39,601 | 29.2 | 0.113 | 0.08 | 0.037 | 0 | 18 | 18 | 18 | 1 | 1 | OOM_CRASH | 1.4 | 130,224.36 | 259.81 | 130,485.57 |
input_channels:3_num_classes:89_depth:2_arch:uniform_base_filters:101_batch:8_input_size:194_act:relu_dropout:0.40290243352593114_dropout:True_batchnorm:True.out | 2 | [('conv2d', 101, 194, 194, 8, 2828), ('batchnorm2d', 101, 194, 194, 8, 202), ('ReLU', 101, 194, 194, 8, 0), ('dropout', 101, 194, 194, 8, 0), ('conv2d', 101, 194, 194, 8, 91910), ('batchnorm2d', 101, 194, 194, 8, 202), ('ReLU', 101, 194, 194, 8, 0), ('dropout', 101, 194, 194, 8, 0), ('adaptive_avg_pool2d', 0, 0, 101, 8... | ReLU | 30,410,167 | 104,220 | 8 | 3,011 | -1 | -1 | -1 | -1 | -1 | 2 | 2 | 2 | 1 | 1 | SUCCESSFUL | 3.44 | 2,320.08 | 0.4 | 2,323.92 |
input_channels:3_num_classes:661_depth:6_arch:dense_base_filters:28_batch:18_input_size:134_act:mish_dropout:0.46979975850567035_dropout:False_batchnorm:True.out | 4 | [('conv2d', 32, 134, 134, 18, 896), ('batchnorm2d', 32, 134, 134, 18, 64), ('Mish', 32, 134, 134, 18, 0), ('conv2d', 32, 134, 134, 18, 10112), ('batchnorm2d', 32, 134, 134, 18, 64), ('Mish', 32, 134, 134, 18, 0), ('conv2d', 32, 134, 134, 18, 19328), ('batchnorm2d', 32, 134, 134, 18, 64), ('Mish', 32, 134, 134, 18, 0), ... | Mish | 6,896,557 | 146,388 | 18 | 3,183 | 86.59375 | 0.811938 | 0.616536 | 0.310929 | 0.145518 | 4 | 4 | 0 | 1 | 1 | SUCCESSFUL | 3.78 | 1,585.8 | 0.56 | 1,590.14 |
input_channels:1_num_classes:256_depth:17_arch:bottleneck_base_filters:91_batch:42_input_size:14_act:elu_dropout:0.20253699389088228_dropout:True_batchnorm:True.out | 17 | [('conv2d', 182, 14, 14, 42, 1820), ('batchnorm2d', 182, 14, 14, 42, 364), ('ELU', 182, 14, 14, 42, 0), ('dropout', 182, 14, 14, 42, 0), ('conv2d', 91, 14, 14, 42, 149149), ('batchnorm2d', 91, 14, 14, 42, 182), ('ELU', 91, 14, 14, 42, 0), ('dropout', 91, 14, 14, 42, 0), ('conv2d', 110, 14, 14, 42, 90200), ('batchnorm2d... | ELU | 7,280,853 | 65,646,981 | 42 | 4,409 | 88.78125 | 0.879063 | 0.843 | 0.272056 | 0.015755 | 17 | 17 | 17 | 1 | 1 | SUCCESSFUL | 0 | 2,916.06 | 250.42 | 3,166.48 |
input_channels:1_num_classes:743_depth:29_arch:dense_base_filters:29_batch:8_input_size:64_act:tanh_dropout:0.34574918051212844_dropout:True_batchnorm:True.out | 29 | [('conv2d', 32, 64, 64, 8, 320), ('batchnorm2d', 32, 64, 64, 8, 64), ('Tanh', 32, 64, 64, 8, 0), ('dropout', 32, 64, 64, 8, 0), ('conv2d', 32, 64, 64, 8, 9536), ('batchnorm2d', 32, 64, 64, 8, 64), ('Tanh', 32, 64, 64, 8, 0), ('dropout', 32, 64, 64, 8, 0), ('conv2d', 32, 64, 64, 8, 18752), ('batchnorm2d', 32, 64, 64, 8,... | Tanh | 6,031,630 | 3,672,487 | 8 | 2,491 | 69.046875 | 0.679016 | 0.476345 | 0.193782 | 0.021077 | 29 | 29 | 28 | 1 | 1 | SUCCESSFUL | 0.16 | 696.4 | 14.01 | 710.57 |
input_channels:3_num_classes:302_depth:10_arch:uniform_base_filters:97_batch:34_input_size:122_act:relu_dropout:0.28233122087739054_dropout:False_batchnorm:False.out | 10 | [('conv2d', 97, 122, 122, 34, 2716), ('ReLU', 97, 122, 122, 34, 0), ('conv2d', 97, 122, 122, 34, 84778), ('ReLU', 97, 122, 122, 34, 0), ('conv2d', 97, 122, 122, 34, 84778), ('ReLU', 97, 122, 122, 34, 0), ('conv2d', 97, 122, 122, 34, 84778), ('ReLU', 97, 122, 122, 34, 0), ('conv2d', 97, 122, 122, 34, 84778), ('ReLU', 97... | ReLU | 28,875,661 | 795,314 | 34 | 4,935 | 93.84375 | 0.917016 | 0.819105 | 0.423947 | 0.014018 | 10 | 0 | 0 | 1 | 1 | SUCCESSFUL | 5.78 | 11,235.3 | 3.03 | 11,244.11 |
input_channels:3_num_classes:891_depth:29_arch:bottleneck_base_filters:29_batch:52_input_size:208_act:prelu_dropout:0.26128645305592274_dropout:False_batchnorm:False.out | 29 | [('conv2d', 58, 208, 208, 52, 1624), ('PReLU', 58, 208, 208, 52, 0), ('conv2d', 29, 208, 208, 52, 15167), ('PReLU', 29, 208, 208, 52, 0), ('conv2d', 33, 208, 208, 52, 8646), ('PReLU', 33, 208, 208, 52, 0), ('conv2d', 39, 208, 208, 52, 11622), ('PReLU', 39, 208, 208, 52, 0), ('conv2d', 45, 208, 208, 52, 15840), ('PReLU'... | PReLU | 1,067,586,005 | 92,675,195 | 52 | 38,989 | 16.8 | 0.1115 | 0.25 | 0.074 | 0 | 29 | 0 | 0 | 1 | 1 | OOM_CRASH | 26 | 635,312.08 | 353.53 | 635,691.61 |
input_channels:1_num_classes:905_depth:12_arch:pyramid_base_filters:103_batch:12_input_size:208_act:tanh_dropout:0.3072189713942699_dropout:True_batchnorm:True.out | 12 | [('conv2d', 103, 208, 208, 12, 1030), ('batchnorm2d', 103, 208, 208, 12, 206), ('Tanh', 103, 208, 208, 12, 0), ('dropout', 103, 208, 208, 12, 0), ('conv2d', 132, 208, 208, 12, 122496), ('batchnorm2d', 132, 208, 208, 12, 264), ('Tanh', 132, 208, 208, 12, 0), ('dropout', 132, 208, 208, 12, 0), ('conv2d', 169, 208, 208, 1... | Tanh | 1,188,725,070 | 46,773,602 | 12 | 40,303 | 39.714286 | 0.09425 | 0.0135 | 0.006 | 0.009 | 12 | 12 | 12 | 1 | 1 | OOM_CRASH | 2.04 | 136,038.72 | 178.43 | 136,219.19 |
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