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:533_depth:29_arch:pyramid_base_filters:64_batch:62_input_size:80_act:leaky_relu_dropout:0.36036779909564987_dropout:False_batchnorm:False.out | 29 | [('conv2d', 64, 80, 80, 62, 640), ('LeakyReLU', 64, 80, 80, 62, 0), ('conv2d', 72, 80, 80, 62, 41544), ('LeakyReLU', 72, 80, 80, 62, 0), ('conv2d', 81, 80, 80, 62, 52569), ('LeakyReLU', 81, 80, 80, 62, 0), ('conv2d', 91, 80, 80, 62, 66430), ('LeakyReLU', 91, 80, 80, 62, 0), ('conv2d', 103, 80, 80, 62, 84460), ('LeakyRe... | LeakyReLU | 199,900,483 | 124,752,719 | 62 | 39,141 | 11 | 0.2074 | 0.336 | 0.1105 | 0.0095 | 29 | 0 | 0 | 1 | 1 | OOM_CRASH | 1.24 | 141,835.54 | 475.89 | 142,312.67 |
input_channels:1_num_classes:897_depth:20_arch:gradual_base_filters:54_batch:36_input_size:208_act:softplus_dropout:0.37331537804323334_dropout:False_batchnorm:True.out | 20 | [('conv2d', 54, 208, 208, 36, 540), ('batchnorm2d', 54, 208, 208, 36, 108), ('Softplus', 54, 208, 208, 36, 0), ('conv2d', 59, 208, 208, 36, 28733), ('batchnorm2d', 59, 208, 208, 36, 118), ('Softplus', 59, 208, 208, 36, 0), ('conv2d', 64, 208, 208, 36, 34048), ('batchnorm2d', 64, 208, 208, 36, 128), ('Softplus', 64, 208... | Softplus | 378,994,737 | 4,679,010 | 36 | 40,091 | -1 | -1 | -1 | -1 | -1 | 20 | 20 | 0 | 1 | 1 | OOM_CRASH | 6.12 | 138,791.88 | 17.85 | 138,815.85 |
input_channels:3_num_classes:631_depth:22_arch:uniform_base_filters:70_batch:62_input_size:138_act:mish_dropout:0.40764137128185196_dropout:False_batchnorm:False.out | 22 | [('conv2d', 70, 138, 138, 62, 1960), ('Mish', 70, 138, 138, 62, 0), ('conv2d', 70, 138, 138, 62, 44170), ('Mish', 70, 138, 138, 62, 0), ('conv2d', 70, 138, 138, 62, 44170), ('Mish', 70, 138, 138, 62, 0), ('conv2d', 70, 138, 138, 62, 44170), ('Mish', 70, 138, 138, 62, 0), ('conv2d', 70, 138, 138, 62, 44170), ('Mish', 70... | Mish | 58,656,852 | 974,331 | 62 | 18,101 | -1 | -1 | -1 | -1 | -1 | 22 | 0 | 0 | 1 | 1 | SUCCESSFUL | 13.64 | 41,618.74 | 3.72 | 41,636.1 |
input_channels:1_num_classes:541_depth:1_arch:hourglass_base_filters:77_batch:46_input_size:94_act:prelu_dropout:0.2509589427213351_dropout:False_batchnorm:True.out | 1 | [('conv2d', 77, 94, 94, 46, 770), ('batchnorm2d', 77, 94, 94, 46, 154), ('PReLU', 77, 94, 94, 46, 0), ('adaptive_avg_pool2d', 0, 0, 77, 46, 0), ('linear', 0, 0, 541, 46, 42198), ('softmax', 0, 0, 541, 46, 0)] | PReLU | 2,042,275 | 43,122 | 46 | 2,341 | 47.640625 | 0.489923 | 0.398018 | 0.218255 | 0.045036 | 1 | 1 | 0 | 1 | 1 | SUCCESSFUL | 1.38 | 955.42 | 0.16 | 956.96 |
input_channels:3_num_classes:811_depth:24_arch:residual_base_filters:31_batch:4_input_size:206_act:prelu_dropout:0.15309171481005454_dropout:True_batchnorm:False.out | 30 | [('conv2d', 31, 206, 206, 4, 124), ('conv2d', 31, 206, 206, 4, 868), ('PReLU', 31, 206, 206, 4, 0), ('dropout', 31, 206, 206, 4, 0), ('conv2d', 31, 206, 206, 4, 8680), ('PReLU', 31, 206, 206, 4, 0), ('dropout', 31, 206, 206, 4, 0), ('conv2d', 36, 103, 103, 4, 1152), ('conv2d', 36, 103, 103, 4, 10080), ('PReLU', 36, 103... | PReLU | 18,324,733 | 1,381,540 | 4 | 2,045 | 68.285714 | 0.663234 | 0.433259 | 0.173093 | 0.065881 | 30 | 0 | 20 | 1 | 1 | SUCCESSFUL | 1.96 | 878.76 | 5.27 | 885.99 |
input_channels:3_num_classes:159_depth:1_arch:hourglass_base_filters:77_batch:52_input_size:24_act:relu_dropout:0.46107699954269643_dropout:True_batchnorm:False.out | 1 | [('conv2d', 77, 24, 24, 52, 2156), ('ReLU', 77, 24, 24, 52, 0), ('dropout', 77, 24, 24, 52, 0), ('adaptive_avg_pool2d', 0, 0, 77, 52, 0), ('linear', 0, 0, 159, 52, 12402), ('softmax', 0, 0, 159, 52, 0)] | ReLU | 133,451 | 14,558 | 52 | 1,741 | 17.642857 | 0.121906 | 0.054037 | 0.023222 | 0.005885 | 1 | 0 | 1 | 1 | 1 | SUCCESSFUL | 0.52 | 70.72 | 0.06 | 71.3 |
input_channels:3_num_classes:549_depth:16_arch:uniform_base_filters:102_batch:26_input_size:100_act:gelu_dropout:0.4250726708949786_dropout:True_batchnorm:True.out | 16 | [('conv2d', 102, 100, 100, 26, 2856), ('batchnorm2d', 102, 100, 100, 26, 204), ('GELU', 102, 100, 100, 26, 0), ('dropout', 102, 100, 100, 26, 0), ('conv2d', 102, 100, 100, 26, 93738), ('batchnorm2d', 102, 100, 100, 26, 204), ('GELU', 102, 100, 100, 26, 0), ('dropout', 102, 100, 100, 26, 0), ('conv2d', 102, 100, 100, 26... | GELU | 65,281,200 | 1,468,737 | 26 | 8,115 | -1 | -1 | -1 | -1 | -1 | 16 | 16 | 16 | 1 | 1 | SUCCESSFUL | 2.86 | 16,186.82 | 5.6 | 16,195.28 |
input_channels:1_num_classes:999_depth:28_arch:bottleneck_base_filters:16_batch:50_input_size:44_act:leaky_relu_dropout:0.39661106197926155_dropout:True_batchnorm:False.out | 28 | [('conv2d', 32, 44, 44, 50, 320), ('LeakyReLU', 32, 44, 44, 50, 0), ('dropout', 32, 44, 44, 50, 0), ('conv2d', 16, 44, 44, 50, 4624), ('LeakyReLU', 16, 44, 44, 50, 0), ('dropout', 16, 44, 44, 50, 0), ('conv2d', 19, 44, 44, 50, 2755), ('LeakyReLU', 19, 44, 44, 50, 0), ('dropout', 19, 44, 44, 50, 0), ('conv2d', 22, 44, 4... | LeakyReLU | 60,075,853 | 74,569,745 | 50 | 17,645 | -1 | -1 | -1 | -1 | -1 | 28 | 0 | 28 | 1 | 1 | SUCCESSFUL | 0.5 | 30,555.5 | 284.46 | 30,840.46 |
input_channels:3_num_classes:809_depth:25_arch:gradual_base_filters:114_batch:6_input_size:30_act:gelu_dropout:0.18357705292449022_dropout:False_batchnorm:False.out | 25 | [('conv2d', 114, 30, 30, 6, 3192), ('GELU', 114, 30, 30, 6, 0), ('conv2d', 120, 30, 30, 6, 123240), ('GELU', 120, 30, 30, 6, 0), ('conv2d', 127, 30, 30, 6, 137287), ('GELU', 127, 30, 30, 6, 0), ('conv2d', 135, 30, 30, 6, 154440), ('GELU', 135, 30, 30, 6, 0), ('conv2d', 143, 30, 30, 6, 173888), ('GELU', 143, 30, 30, 6, ... | GELU | 11,154,874 | 15,508,986 | 6 | 2,301 | -1 | -1 | -1 | -1 | -1 | 25 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0.06 | 765.9 | 59.16 | 825.12 |
input_channels:3_num_classes:836_depth:10_arch:bottleneck_base_filters:16_batch:28_input_size:182_act:elu_dropout:0.13629480309623998_dropout:False_batchnorm:True.out | 10 | [('conv2d', 32, 182, 182, 28, 896), ('batchnorm2d', 32, 182, 182, 28, 64), ('ELU', 32, 182, 182, 28, 0), ('conv2d', 16, 182, 182, 28, 4624), ('batchnorm2d', 16, 182, 182, 28, 32), ('ELU', 16, 182, 182, 28, 0), ('conv2d', 27, 182, 182, 28, 3915), ('batchnorm2d', 27, 182, 182, 28, 54), ('ELU', 27, 182, 182, 28, 0), ('con... | ELU | 285,498,622 | 12,344,372 | 28 | 38,697 | -1 | -1 | -1 | -1 | -1 | 10 | 10 | 0 | 1 | 1 | OOM_CRASH | 10.64 | 81,318.44 | 47.09 | 81,376.17 |
input_channels:3_num_classes:277_depth:9_arch:gradual_base_filters:82_batch:38_input_size:122_act:selu_dropout:0.3903772850426558_dropout:False_batchnorm:False.out | 9 | [('conv2d', 82, 122, 122, 38, 2296), ('SELU', 82, 122, 122, 38, 0), ('conv2d', 98, 122, 122, 38, 72422), ('SELU', 98, 122, 122, 38, 0), ('conv2d', 117, 122, 122, 38, 103311), ('SELU', 117, 122, 122, 38, 0), ('conv2d', 140, 122, 122, 38, 147560), ('SELU', 140, 122, 122, 38, 0), ('conv2d', 167, 122, 122, 38, 210587), ('S... | SELU | 49,743,224 | 2,858,548 | 38 | 13,151 | 93.15625 | 0.938048 | 0.929483 | 0.364603 | 0.019246 | 9 | 0 | 0 | 1 | 1 | SUCCESSFUL | 6.46 | 21,631.88 | 10.9 | 21,649.24 |
input_channels:3_num_classes:440_depth:13_arch:residual_base_filters:89_batch:60_input_size:50_act:elu_dropout:0.16151776617829816_dropout:True_batchnorm:True.out | 18 | [('conv2d', 89, 50, 50, 60, 356), ('batchnorm2d', 89, 50, 50, 60, 178), ('conv2d', 89, 50, 50, 60, 2492), ('batchnorm2d', 89, 50, 50, 60, 178), ('ELU', 89, 50, 50, 60, 0), ('dropout', 89, 50, 50, 60, 0), ('conv2d', 89, 50, 50, 60, 71378), ('batchnorm2d', 89, 50, 50, 60, 178), ('ELU', 89, 50, 50, 60, 0), ('dropout', 89,... | ELU | 4,680,997 | 3,745,248 | 60 | 3,029 | 77.063492 | 0.753281 | 0.634085 | 0.278288 | 0.040362 | 18 | 18 | 12 | 1 | 1 | SUCCESSFUL | 1.8 | 2,785.2 | 14.29 | 2,801.29 |
input_channels:3_num_classes:990_depth:4_arch:residual_base_filters:125_batch:54_input_size:160_act:mish_dropout:0.4142683562685001_dropout:True_batchnorm:True.out | 6 | [('conv2d', 125, 160, 160, 54, 500), ('batchnorm2d', 125, 160, 160, 54, 250), ('conv2d', 125, 160, 160, 54, 3500), ('batchnorm2d', 125, 160, 160, 54, 250), ('Mish', 125, 160, 160, 54, 0), ('dropout', 125, 160, 160, 54, 0), ('conv2d', 125, 160, 160, 54, 140750), ('batchnorm2d', 125, 160, 160, 54, 250), ('Mish', 125, 160... | Mish | 48,066,231 | 1,277,998 | 54 | 15,475 | 90.907692 | 0.908016 | 0.931333 | 0.511481 | 0.067745 | 6 | 6 | 4 | 1 | 1 | SUCCESSFUL | 15.66 | 25,743.42 | 4.88 | 25,763.96 |
input_channels:1_num_classes:33_depth:21_arch:pyramid_base_filters:18_batch:2_input_size:28_act:gelu_dropout:0.27091326782763253_dropout:True_batchnorm:True.out | 21 | [('conv2d', 18, 28, 28, 2, 180), ('batchnorm2d', 18, 28, 28, 2, 36), ('GELU', 18, 28, 28, 2, 0), ('dropout', 18, 28, 28, 2, 0), ('conv2d', 22, 28, 28, 2, 3586), ('batchnorm2d', 22, 28, 28, 2, 44), ('GELU', 22, 28, 28, 2, 0), ('dropout', 22, 28, 28, 2, 0), ('conv2d', 28, 28, 28, 2, 5572), ('batchnorm2d', 28, 28, 28, 2, ... | GELU | 25,146,148 | 52,894,932 | 2 | 3,075 | 82.47619 | 0.798062 | 0.676649 | 0.278947 | 0.015218 | 21 | 21 | 21 | 1 | 1 | SUCCESSFUL | 0 | 479.62 | 201.78 | 681.4 |
input_channels:1_num_classes:713_depth:12_arch:bottleneck_base_filters:32_batch:42_input_size:150_act:gelu_dropout:0.23397855365008105_dropout:True_batchnorm:True.out | 12 | [('conv2d', 64, 150, 150, 42, 640), ('batchnorm2d', 64, 150, 150, 42, 128), ('GELU', 64, 150, 150, 42, 0), ('dropout', 64, 150, 150, 42, 0), ('conv2d', 32, 150, 150, 42, 18464), ('batchnorm2d', 32, 150, 150, 42, 64), ('GELU', 32, 150, 150, 42, 0), ('dropout', 32, 150, 150, 42, 0), ('conv2d', 46, 150, 150, 42, 13294), (... | GELU | 400,232,829 | 23,877,372 | 42 | 38,693 | -1 | -1 | -1 | -1 | -1 | 12 | 12 | 12 | 1 | 1 | OOM_CRASH | 3.78 | 160,310.22 | 91.08 | 160,405.08 |
input_channels:3_num_classes:128_depth:1_arch:bottleneck_base_filters:77_batch:40_input_size:124_act:gelu_dropout:0.37535236523756477_dropout:True_batchnorm:True.out | 1 | [('conv2d', 154, 124, 124, 40, 4312), ('batchnorm2d', 154, 124, 124, 40, 308), ('GELU', 154, 124, 124, 40, 0), ('dropout', 154, 124, 124, 40, 0), ('adaptive_avg_pool2d', 0, 0, 154, 40, 0), ('linear', 0, 0, 128, 40, 19840), ('softmax', 0, 0, 128, 40, 0)] | GELU | 9,472,026 | 24,460 | 40 | 3,737 | 75.692308 | 0.715094 | 0.652436 | 0.405291 | 0.072482 | 1 | 1 | 1 | 1 | 1 | SUCCESSFUL | 7.2 | 3,613.2 | 0.09 | 3,620.49 |
input_channels:1_num_classes:299_depth:20_arch:pyramid_base_filters:26_batch:48_input_size:132_act:prelu_dropout:0.11309590278785198_dropout:True_batchnorm:True.out | 20 | [('conv2d', 26, 132, 132, 48, 260), ('batchnorm2d', 26, 132, 132, 48, 52), ('PReLU', 26, 132, 132, 48, 0), ('dropout', 26, 132, 132, 48, 0), ('conv2d', 32, 132, 132, 48, 7520), ('batchnorm2d', 32, 132, 132, 48, 64), ('PReLU', 32, 132, 132, 48, 0), ('dropout', 32, 132, 132, 48, 0), ('conv2d', 40, 132, 132, 48, 11560), (... | PReLU | 577,085,124 | 55,869,273 | 48 | 39,157 | 5 | 0.094333 | 0.121 | 0.035 | 0.006333 | 20 | 20 | 20 | 1 | 1 | OOM_CRASH | 3.36 | 264,168.48 | 213.12 | 264,384.96 |
input_channels:1_num_classes:964_depth:9_arch:hourglass_base_filters:120_batch:24_input_size:212_act:softplus_dropout:0.21460505640686015_dropout:False_batchnorm:False.out | 9 | [('conv2d', 120, 212, 212, 24, 1200), ('Softplus', 120, 212, 212, 24, 0), ('conv2d', 243, 212, 212, 24, 262683), ('Softplus', 243, 212, 212, 24, 0), ('conv2d', 495, 212, 212, 24, 1083060), ('Softplus', 495, 212, 212, 24, 0), ('conv2d', 1007, 212, 212, 24, 4487192), ('Softplus', 1007, 212, 212, 24, 0), ('conv2d', 1161, ... | Softplus | 394,430,592 | 26,496,000 | 24 | 39,173 | 42.833333 | 0.301857 | 0.526 | 0.154 | 0.009333 | 9 | 0 | 0 | 1 | 1 | OOM_CRASH | 4.08 | 108,333.36 | 101.07 | 108,438.51 |
input_channels:1_num_classes:254_depth:24_arch:pyramid_base_filters:97_batch:8_input_size:188_act:elu_dropout:0.10931726661413128_dropout:False_batchnorm:False.out | 24 | [('conv2d', 97, 188, 188, 8, 970), ('ELU', 97, 188, 188, 8, 0), ('conv2d', 110, 188, 188, 8, 96140), ('ELU', 110, 188, 188, 8, 0), ('conv2d', 125, 188, 188, 8, 123875), ('ELU', 125, 188, 188, 8, 0), ('conv2d', 142, 188, 188, 8, 159892), ('ELU', 142, 188, 188, 8, 0), ('conv2d', 161, 188, 188, 8, 205919), ('ELU', 161, 18... | ELU | 1,016,990,567 | 114,882,331 | 8 | 39,581 | -1 | -1 | -1 | -1 | -1 | 24 | 0 | 0 | 1 | 1 | OOM_CRASH | 1.04 | 93,108.16 | 438.24 | 93,547.44 |
input_channels:1_num_classes:311_depth:2_arch:gradual_base_filters:81_batch:54_input_size:138_act:swish_dropout:0.2706154281711013_dropout:False_batchnorm:True.out | 2 | [('conv2d', 81, 138, 138, 54, 810), ('batchnorm2d', 81, 138, 138, 54, 162), ('SiLU', 81, 138, 138, 54, 0), ('conv2d', 181, 138, 138, 54, 132130), ('batchnorm2d', 181, 138, 138, 54, 362), ('SiLU', 181, 138, 138, 54, 0), ('adaptive_avg_pool2d', 0, 0, 181, 54, 0), ('linear', 0, 0, 311, 54, 56602), ('softmax', 0, 0, 311, 5... | SiLU | 14,969,387 | 190,066 | 54 | 7,061 | -1 | -1 | -1 | -1 | -1 | 2 | 2 | 0 | 1 | 1 | SUCCESSFUL | 3.78 | 8,222.58 | 0.73 | 8,227.09 |
input_channels:1_num_classes:41_depth:9_arch:pyramid_base_filters:48_batch:4_input_size:120_act:elu_dropout:0.47721428047663184_dropout:False_batchnorm:False.out | 9 | [('conv2d', 48, 120, 120, 4, 480), ('ELU', 48, 120, 120, 4, 0), ('conv2d', 72, 120, 120, 4, 31176), ('ELU', 72, 120, 120, 4, 0), ('conv2d', 110, 120, 120, 4, 71390), ('ELU', 110, 120, 120, 4, 0), ('conv2d', 167, 120, 120, 4, 165497), ('ELU', 167, 120, 120, 4, 0), ('conv2d', 254, 120, 120, 4, 382016), ('ELU', 254, 120, ... | ELU | 111,198,231 | 19,109,214 | 4 | 5,297 | 92.907692 | 0.910585 | 0.93426 | 0.24766 | 0.008947 | 9 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0.2 | 5,090.24 | 72.9 | 5,163.34 |
input_channels:3_num_classes:978_depth:8_arch:dense_base_filters:74_batch:26_input_size:120_act:prelu_dropout:0.2774636370603689_dropout:False_batchnorm:False.out | 9 | [('conv2d', 32, 120, 120, 26, 896), ('PReLU', 32, 120, 120, 26, 0), ('conv2d', 32, 120, 120, 26, 10112), ('PReLU', 32, 120, 120, 26, 0), ('conv2d', 32, 120, 120, 26, 19328), ('PReLU', 32, 120, 120, 26, 0), ('conv2d', 32, 120, 120, 26, 28544), ('PReLU', 32, 120, 120, 26, 0), ('conv2d', 65, 120, 120, 26, 8580), ('ReLU', ... | PReLU | 6,482,149 | 387,496 | 26 | 3,765 | -1 | -1 | -1 | -1 | -1 | 9 | 0 | 0 | 1 | 1 | SUCCESSFUL | 4.16 | 2,533.44 | 1.48 | 2,539.08 |
input_channels:1_num_classes:671_depth:27_arch:residual_base_filters:20_batch:2_input_size:68_act:gelu_dropout:0.41039460556392626_dropout:True_batchnorm:True.out | 24 | [('conv2d', 20, 68, 68, 2, 40), ('batchnorm2d', 20, 68, 68, 2, 40), ('conv2d', 20, 68, 68, 2, 200), ('batchnorm2d', 20, 68, 68, 2, 40), ('GELU', 20, 68, 68, 2, 0), ('dropout', 20, 68, 68, 2, 0), ('conv2d', 20, 68, 68, 2, 3620), ('batchnorm2d', 20, 68, 68, 2, 40), ('GELU', 20, 68, 68, 2, 0), ('dropout', 20, 68, 68, 2, 0... | GELU | 1,822,968 | 286,803 | 2 | 1,755 | -1 | -1 | -1 | -1 | -1 | 24 | 24 | 16 | 1 | 1 | SUCCESSFUL | 0.04 | 36.16 | 1.09 | 37.29 |
input_channels:1_num_classes:90_depth:27_arch:uniform_base_filters:88_batch:50_input_size:86_act:softplus_dropout:0.2367591420822331_dropout:False_batchnorm:False.out | 27 | [('conv2d', 88, 86, 86, 50, 880), ('Softplus', 88, 86, 86, 50, 0), ('conv2d', 88, 86, 86, 50, 69784), ('Softplus', 88, 86, 86, 50, 0), ('conv2d', 88, 86, 86, 50, 69784), ('Softplus', 88, 86, 86, 50, 0), ('conv2d', 88, 86, 86, 50, 69784), ('Softplus', 88, 86, 86, 50, 0), ('conv2d', 88, 86, 86, 50, 69784), ('Softplus', 8... | Softplus | 35,146,060 | 1,823,274 | 50 | 9,431 | 89.546875 | 0.897828 | 0.877182 | 0.394218 | 0.049648 | 27 | 0 | 0 | 1 | 1 | SUCCESSFUL | 1.5 | 20,110.5 | 6.96 | 20,118.96 |
input_channels:1_num_classes:361_depth:12_arch:pyramid_base_filters:91_batch:32_input_size:138_act:swish_dropout:0.21734536675159719_dropout:True_batchnorm:False.out | 12 | [('conv2d', 91, 138, 138, 32, 910), ('SiLU', 91, 138, 138, 32, 0), ('dropout', 91, 138, 138, 32, 0), ('conv2d', 117, 138, 138, 32, 95940), ('SiLU', 117, 138, 138, 32, 0), ('dropout', 117, 138, 138, 32, 0), ('conv2d', 152, 138, 138, 32, 160208), ('SiLU', 152, 138, 138, 32, 0), ('dropout', 152, 138, 138, 32, 0), ('conv2d... | SiLU | 377,016,369 | 43,182,286 | 32 | 39,153 | 23 | 0.224167 | 0.651 | 0.136 | 0.416 | 12 | 0 | 12 | 1 | 1 | OOM_CRASH | 2.24 | 122,726.4 | 164.73 | 122,893.37 |
input_channels:1_num_classes:702_depth:13_arch:bottleneck_base_filters:29_batch:28_input_size:48_act:relu_dropout:0.31659965567016135_dropout:True_batchnorm:False.out | 13 | [('conv2d', 58, 48, 48, 28, 580), ('ReLU', 58, 48, 48, 28, 0), ('dropout', 58, 48, 48, 28, 0), ('conv2d', 29, 48, 48, 28, 15167), ('ReLU', 29, 48, 48, 28, 0), ('dropout', 29, 48, 48, 28, 0), ('conv2d', 41, 48, 48, 28, 10742), ('ReLU', 41, 48, 48, 28, 0), ('dropout', 41, 48, 48, 28, 0), ('conv2d', 58, 48, 48, 28, 21460)... | ReLU | 33,132,056 | 26,611,952 | 28 | 6,099 | 93.28125 | 0.92754 | 0.938636 | 0.263855 | 0.009018 | 13 | 0 | 13 | 1 | 1 | SUCCESSFUL | 0.28 | 9,436.84 | 101.52 | 9,538.64 |
input_channels:3_num_classes:945_depth:20_arch:pyramid_base_filters:61_batch:54_input_size:110_act:selu_dropout:0.1998504456240826_dropout:False_batchnorm:False.out | 20 | [('conv2d', 61, 110, 110, 54, 1708), ('SELU', 61, 110, 110, 54, 0), ('conv2d', 72, 110, 110, 54, 39600), ('SELU', 72, 110, 110, 54, 0), ('conv2d', 86, 110, 110, 54, 55814), ('SELU', 86, 110, 110, 54, 0), ('conv2d', 103, 110, 110, 54, 79825), ('SELU', 103, 110, 110, 54, 0), ('conv2d', 123, 110, 110, 54, 114144), ('SELU'... | SELU | 250,159,008 | 76,693,802 | 54 | 38,829 | 17.2 | 0.03175 | 0.232 | 0.049 | 0 | 20 | 0 | 0 | 1 | 1 | OOM_CRASH | 7.56 | 154,592.82 | 292.56 | 154,892.94 |
input_channels:3_num_classes:15_depth:5_arch:dense_base_filters:90_batch:60_input_size:108_act:prelu_dropout:0.4716631906822082_dropout:True_batchnorm:False.out | 4 | [('conv2d', 32, 108, 108, 60, 896), ('PReLU', 32, 108, 108, 60, 0), ('dropout', 32, 108, 108, 60, 0), ('conv2d', 32, 108, 108, 60, 10112), ('PReLU', 32, 108, 108, 60, 0), ('dropout', 32, 108, 108, 60, 0), ('conv2d', 32, 108, 108, 60, 19328), ('PReLU', 32, 108, 108, 60, 0), ('dropout', 32, 108, 108, 60, 0), ('conv2d', 3... | PReLU | 4,479,137 | 60,860 | 60 | 4,537 | 80.645161 | 0.765062 | 0.742737 | 0.428316 | 0.1155 | 4 | 0 | 4 | 1 | 1 | SUCCESSFUL | 7.8 | 3,433.2 | 0.23 | 3,441.23 |
input_channels:3_num_classes:688_depth:27_arch:uniform_base_filters:43_batch:56_input_size:44_act:mish_dropout:0.33756387363716606_dropout:False_batchnorm:True.out | 27 | [('conv2d', 43, 44, 44, 56, 1204), ('batchnorm2d', 43, 44, 44, 56, 86), ('Mish', 43, 44, 44, 56, 0), ('conv2d', 43, 44, 44, 56, 16684), ('batchnorm2d', 43, 44, 44, 56, 86), ('Mish', 43, 44, 44, 56, 0), ('conv2d', 43, 44, 44, 56, 16684), ('batchnorm2d', 43, 44, 44, 56, 86), ('Mish', 43, 44, 44, 56, 0), ('conv2d', 43, 44... | Mish | 6,744,507 | 467,582 | 56 | 3,351 | 86.125 | 0.819354 | 0.611228 | 0.228702 | 0.174254 | 27 | 27 | 0 | 1 | 1 | SUCCESSFUL | 1.12 | 3,842.16 | 1.78 | 3,845.06 |
input_channels:1_num_classes:468_depth:8_arch:hourglass_base_filters:72_batch:18_input_size:44_act:prelu_dropout:0.13707357218410313_dropout:True_batchnorm:True.out | 8 | [('conv2d', 72, 44, 44, 18, 720), ('batchnorm2d', 72, 44, 44, 18, 144), ('PReLU', 72, 44, 44, 18, 0), ('dropout', 72, 44, 44, 18, 0), ('conv2d', 166, 44, 44, 18, 107734), ('batchnorm2d', 166, 44, 44, 18, 332), ('PReLU', 166, 44, 44, 18, 0), ('dropout', 166, 44, 44, 18, 0), ('conv2d', 384, 44, 44, 18, 574080), ('batchno... | PReLU | 23,356,912 | 14,595,384 | 18 | 3,619 | -1 | -1 | -1 | -1 | -1 | 8 | 8 | 8 | 1 | 1 | SUCCESSFUL | 0.18 | 4,009.5 | 55.68 | 4,065.36 |
input_channels:3_num_classes:329_depth:27_arch:pyramid_base_filters:76_batch:30_input_size:174_act:tanh_dropout:0.42946689713228137_dropout:False_batchnorm:False.out | 27 | [('conv2d', 76, 174, 174, 30, 2128), ('Tanh', 76, 174, 174, 30, 0), ('conv2d', 85, 174, 174, 30, 58225), ('Tanh', 85, 174, 174, 30, 0), ('conv2d', 97, 174, 174, 30, 74302), ('Tanh', 97, 174, 174, 30, 0), ('conv2d', 109, 174, 174, 30, 95266), ('Tanh', 109, 174, 174, 30, 0), ('conv2d', 123, 174, 174, 30, 120786), ('Tanh'... | Tanh | 919,484,590 | 121,191,700 | 30 | 40,105 | -1 | -1 | -1 | -1 | -1 | 27 | 0 | 0 | 1 | 1 | OOM_CRASH | 10.5 | 315,679.8 | 462.31 | 316,152.61 |
input_channels:1_num_classes:700_depth:16_arch:gradual_base_filters:101_batch:6_input_size:68_act:elu_dropout:0.47537606059281157_dropout:False_batchnorm:True.out | 16 | [('conv2d', 101, 68, 68, 6, 1010), ('batchnorm2d', 101, 68, 68, 6, 202), ('ELU', 101, 68, 68, 6, 0), ('conv2d', 110, 68, 68, 6, 100100), ('batchnorm2d', 110, 68, 68, 6, 220), ('ELU', 110, 68, 68, 6, 0), ('conv2d', 121, 68, 68, 6, 119911), ('batchnorm2d', 121, 68, 68, 6, 242), ('ELU', 121, 68, 68, 6, 0), ('conv2d', 133,... | ELU | 49,649,701 | 7,968,159 | 6 | 3,353 | -1 | -1 | -1 | -1 | -1 | 16 | 16 | 0 | 1 | 1 | SUCCESSFUL | 0.12 | 3,030.36 | 30.4 | 3,060.88 |
input_channels:3_num_classes:948_depth:1_arch:gradual_base_filters:76_batch:50_input_size:176_act:gelu_dropout:0.4090433333655954_dropout:False_batchnorm:True.out | 1 | [('conv2d', 76, 176, 176, 50, 2128), ('batchnorm2d', 76, 176, 176, 50, 152), ('GELU', 76, 176, 176, 50, 0), ('adaptive_avg_pool2d', 0, 0, 76, 50, 0), ('linear', 0, 0, 948, 50, 72996), ('softmax', 0, 0, 948, 50, 0)] | GELU | 7,064,500 | 75,276 | 50 | 3,577 | -1 | -1 | -1 | -1 | -1 | 1 | 1 | 0 | 1 | 1 | SUCCESSFUL | 17.5 | 3,593 | 0.29 | 3,610.79 |
input_channels:1_num_classes:5_depth:17_arch:gradual_base_filters:116_batch:44_input_size:36_act:softplus_dropout:0.3545607447024538_dropout:False_batchnorm:False.out | 17 | [('conv2d', 116, 36, 36, 44, 1160), ('Softplus', 116, 36, 36, 44, 0), ('conv2d', 126, 36, 36, 44, 131670), ('Softplus', 126, 36, 36, 44, 0), ('conv2d', 137, 36, 36, 44, 155495), ('Softplus', 137, 36, 36, 44, 0), ('conv2d', 149, 36, 36, 44, 183866), ('Softplus', 149, 36, 36, 44, 0), ('conv2d', 162, 36, 36, 44, 217404), ... | Softplus | 10,902,409 | 9,930,260 | 44 | 4,665 | -1 | -1 | -1 | -1 | -1 | 17 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0 | 5,489.88 | 37.88 | 5,527.76 |
input_channels:3_num_classes:843_depth:13_arch:residual_base_filters:71_batch:16_input_size:56_act:gelu_dropout:0.38704688589771274_dropout:False_batchnorm:True.out | 18 | [('conv2d', 71, 56, 56, 16, 284), ('batchnorm2d', 71, 56, 56, 16, 142), ('conv2d', 71, 56, 56, 16, 1988), ('batchnorm2d', 71, 56, 56, 16, 142), ('GELU', 71, 56, 56, 16, 0), ('conv2d', 71, 56, 56, 16, 45440), ('batchnorm2d', 71, 56, 56, 16, 142), ('GELU', 71, 56, 56, 16, 0), ('conv2d', 91, 28, 28, 16, 6552), ('batchnorm... | GELU | 3,754,952 | 2,820,811 | 16 | 2,083 | -1 | -1 | -1 | -1 | -1 | 18 | 18 | 0 | 1 | 1 | SUCCESSFUL | 0.64 | 630.24 | 10.76 | 641.64 |
input_channels:3_num_classes:652_depth:15_arch:uniform_base_filters:50_batch:24_input_size:176_act:prelu_dropout:0.2484264433972014_dropout:True_batchnorm:True.out | 15 | [('conv2d', 50, 176, 176, 24, 1400), ('batchnorm2d', 50, 176, 176, 24, 100), ('PReLU', 50, 176, 176, 24, 0), ('dropout', 50, 176, 176, 24, 0), ('conv2d', 50, 176, 176, 24, 22550), ('batchnorm2d', 50, 176, 176, 24, 100), ('PReLU', 50, 176, 176, 24, 0), ('dropout', 50, 176, 176, 24, 0), ('conv2d', 50, 176, 176, 24, 22550... | PReLU | 92,929,354 | 351,852 | 24 | 10,051 | 92.5 | 0.918328 | 0.77414 | 0.383035 | 0.161679 | 15 | 15 | 15 | 1 | 1 | SUCCESSFUL | 8.4 | 21,269.76 | 1.34 | 21,279.5 |
input_channels:1_num_classes:994_depth:12_arch:uniform_base_filters:41_batch:2_input_size:170_act:relu_dropout:0.4748477018258952_dropout:True_batchnorm:True.out | 12 | [('conv2d', 41, 170, 170, 2, 410), ('batchnorm2d', 41, 170, 170, 2, 82), ('ReLU', 41, 170, 170, 2, 0), ('dropout', 41, 170, 170, 2, 0), ('conv2d', 41, 170, 170, 2, 15170), ('batchnorm2d', 41, 170, 170, 2, 82), ('ReLU', 41, 170, 170, 2, 0), ('dropout', 41, 170, 170, 2, 0), ('conv2d', 41, 170, 170, 2, 15170), ('batchnorm... | ReLU | 56,877,229 | 210,012 | 2 | 2,187 | 79.769231 | 0.811778 | 0.562019 | 0.200058 | 0.134241 | 12 | 12 | 12 | 1 | 1 | SUCCESSFUL | 0.22 | 1,084.84 | 0.8 | 1,085.86 |
input_channels:3_num_classes:944_depth:15_arch:pyramid_base_filters:41_batch:24_input_size:144_act:relu_dropout:0.45333265549041124_dropout:False_batchnorm:True.out | 15 | [('conv2d', 41, 144, 144, 24, 1148), ('batchnorm2d', 41, 144, 144, 24, 82), ('ReLU', 41, 144, 144, 24, 0), ('conv2d', 53, 144, 144, 24, 19610), ('batchnorm2d', 53, 144, 144, 24, 106), ('ReLU', 53, 144, 144, 24, 0), ('conv2d', 69, 144, 144, 24, 32982), ('batchnorm2d', 69, 144, 144, 24, 138), ('ReLU', 69, 144, 144, 24, 0... | ReLU | 418,663,305 | 43,905,699 | 24 | 38,933 | 35.625 | 0.446 | 0.6222 | 0.1864 | 0.02775 | 15 | 15 | 0 | 1 | 1 | OOM_CRASH | 5.76 | 102,212.4 | 167.49 | 102,385.65 |
input_channels:3_num_classes:550_depth:21_arch:gradual_base_filters:88_batch:28_input_size:128_act:elu_dropout:0.4200370925092155_dropout:True_batchnorm:False.out | 21 | [('conv2d', 88, 128, 128, 28, 2464), ('ELU', 88, 128, 128, 28, 0), ('dropout', 88, 128, 128, 28, 0), ('conv2d', 94, 128, 128, 28, 74542), ('ELU', 94, 128, 128, 28, 0), ('dropout', 94, 128, 128, 28, 0), ('conv2d', 102, 128, 128, 28, 86394), ('ELU', 102, 128, 128, 28, 0), ('dropout', 102, 128, 128, 28, 0), ('conv2d', 110... | ELU | 212,043,221 | 9,029,566 | 28 | 27,271 | -1 | -1 | -1 | -1 | -1 | 21 | 0 | 21 | 1 | 1 | SUCCESSFUL | 5.32 | 60,396.28 | 34.45 | 60,436.05 |
input_channels:1_num_classes:744_depth:19_arch:hourglass_base_filters:104_batch:52_input_size:180_act:elu_dropout:0.49558223842078053_dropout:True_batchnorm:False.out | 19 | [('conv2d', 104, 180, 180, 52, 1040), ('ELU', 104, 180, 180, 52, 0), ('dropout', 104, 180, 180, 52, 0), ('conv2d', 144, 180, 180, 52, 134928), ('ELU', 144, 180, 180, 52, 0), ('dropout', 144, 180, 180, 52, 0), ('conv2d', 201, 180, 180, 52, 260697), ('ELU', 201, 180, 180, 52, 0), ('dropout', 201, 180, 180, 52, 0), ('conv... | ELU | 1,024,781,192 | 83,067,979 | 52 | 38,437 | 22.166667 | 0.0835 | 0.159 | 0.057 | 0 | 19 | 0 | 19 | 1 | 1 | OOM_CRASH | 6.24 | 542,079.72 | 316.88 | 542,402.84 |
input_channels:1_num_classes:432_depth:28_arch:dense_base_filters:71_batch:52_input_size:64_act:prelu_dropout:0.2761402587831408_dropout:False_batchnorm:False.out | 30 | [('conv2d', 32, 64, 64, 52, 320), ('PReLU', 32, 64, 64, 52, 0), ('conv2d', 32, 64, 64, 52, 9536), ('PReLU', 32, 64, 64, 52, 0), ('conv2d', 32, 64, 64, 52, 18752), ('PReLU', 32, 64, 64, 52, 0), ('conv2d', 32, 64, 64, 52, 27968), ('PReLU', 32, 64, 64, 52, 0), ('conv2d', 64, 64, 64, 52, 8320), ('ReLU', 64, 64, 64, 52, 0),... | PReLU | 3,671,360 | 3,102,096 | 52 | 6,059 | 88.630769 | 0.883206 | 0.829375 | 0.418893 | 0.031315 | 30 | 0 | 0 | 1 | 1 | SUCCESSFUL | 1.04 | 3,476.2 | 11.83 | 3,489.07 |
input_channels:1_num_classes:350_depth:26_arch:dense_base_filters:115_batch:44_input_size:152_act:relu_dropout:0.2261734158637442_dropout:True_batchnorm:False.out | 25 | [('conv2d', 32, 152, 152, 44, 320), ('ReLU', 32, 152, 152, 44, 0), ('dropout', 32, 152, 152, 44, 0), ('conv2d', 32, 152, 152, 44, 9536), ('ReLU', 32, 152, 152, 44, 0), ('dropout', 32, 152, 152, 44, 0), ('conv2d', 32, 152, 152, 44, 18752), ('ReLU', 32, 152, 152, 44, 0), ('dropout', 32, 152, 152, 44, 0), ('conv2d', 32, 1... | ReLU | 22,920,572 | 2,431,966 | 44 | 22,359 | 93.828125 | 0.917031 | 0.910321 | 0.515075 | 0.038264 | 25 | 0 | 24 | 1 | 1 | SUCCESSFUL | 3.96 | 16,016.44 | 9.28 | 16,029.68 |
input_channels:3_num_classes:403_depth:14_arch:gradual_base_filters:34_batch:56_input_size:84_act:relu_dropout:0.26565801742857076_dropout:True_batchnorm:True.out | 14 | [('conv2d', 34, 84, 84, 56, 952), ('batchnorm2d', 34, 84, 84, 56, 68), ('ReLU', 34, 84, 84, 56, 0), ('dropout', 34, 84, 84, 56, 0), ('conv2d', 39, 84, 84, 56, 11973), ('batchnorm2d', 39, 84, 84, 56, 78), ('ReLU', 39, 84, 84, 56, 0), ('dropout', 39, 84, 84, 56, 0), ('conv2d', 45, 84, 84, 56, 15840), ('batchnorm2d', 45, ... | ReLU | 40,925,833 | 1,637,547 | 56 | 11,255 | 90.90625 | 0.879712 | 0.867255 | 0.394091 | 0.055724 | 14 | 14 | 14 | 1 | 1 | SUCCESSFUL | 4.48 | 21,856.8 | 6.25 | 21,867.53 |
input_channels:3_num_classes:437_depth:2_arch:hourglass_base_filters:16_batch:4_input_size:28_act:gelu_dropout:0.28074536003593054_dropout:False_batchnorm:True.out | 2 | [('conv2d', 16, 28, 28, 4, 448), ('batchnorm2d', 16, 28, 28, 4, 32), ('GELU', 16, 28, 28, 4, 0), ('conv2d', 16, 28, 28, 4, 2320), ('batchnorm2d', 16, 28, 28, 4, 32), ('GELU', 16, 28, 28, 4, 0), ('adaptive_avg_pool2d', 0, 0, 16, 4, 0), ('linear', 0, 0, 437, 4, 7429), ('softmax', 0, 0, 437, 4, 0)] | GELU | 76,154 | 10,261 | 4 | 1,743 | 29.920635 | 0.289738 | 0.042259 | 0.004778 | 0.00386 | 2 | 2 | 0 | 1 | 1 | SUCCESSFUL | 0.04 | 3.08 | 0.04 | 3.16 |
input_channels:3_num_classes:609_depth:5_arch:residual_base_filters:115_batch:32_input_size:220_act:swish_dropout:0.22973219770399822_dropout:False_batchnorm:False.out | 6 | [('conv2d', 115, 220, 220, 32, 460), ('conv2d', 115, 220, 220, 32, 3220), ('SiLU', 115, 220, 220, 32, 0), ('conv2d', 115, 220, 220, 32, 119140), ('SiLU', 115, 220, 220, 32, 0), ('conv2d', 204, 110, 110, 32, 23664), ('conv2d', 204, 110, 110, 32, 211344), ('SiLU', 204, 110, 110, 32, 0), ('conv2d', 204, 110, 110, 32, 3747... | SiLU | 40,173,422 | 857,421 | 32 | 9,889 | 93.968254 | 0.916079 | 0.892709 | 0.480455 | 0.036218 | 6 | 0 | 0 | 1 | 1 | SUCCESSFUL | 17.6 | 17,654.08 | 3.27 | 17,674.95 |
input_channels:3_num_classes:952_depth:3_arch:residual_base_filters:35_batch:30_input_size:140_act:leaky_relu_dropout:0.29823725057415873_dropout:False_batchnorm:False.out | 3 | [('conv2d', 35, 140, 140, 30, 140), ('conv2d', 35, 140, 140, 30, 980), ('LeakyReLU', 35, 140, 140, 30, 0), ('conv2d', 35, 140, 140, 30, 11060), ('LeakyReLU', 35, 140, 140, 30, 0), ('adaptive_avg_pool2d', 0, 0, 35, 30, 0), ('linear', 0, 0, 952, 30, 34272), ('softmax', 0, 0, 952, 30, 0)] | LeakyReLU | 3,431,939 | 46,452 | 30 | 2,365 | -1 | -1 | -1 | -1 | -1 | 3 | 0 | 0 | 1 | 1 | SUCCESSFUL | 6.6 | 1,413.6 | 0.18 | 1,420.38 |
input_channels:3_num_classes:941_depth:6_arch:pyramid_base_filters:60_batch:2_input_size:182_act:elu_dropout:0.423754818994422_dropout:False_batchnorm:True.out | 6 | [('conv2d', 60, 182, 182, 2, 1680), ('batchnorm2d', 60, 182, 182, 2, 120), ('ELU', 60, 182, 182, 2, 0), ('conv2d', 108, 182, 182, 2, 58428), ('batchnorm2d', 108, 182, 182, 2, 216), ('ELU', 108, 182, 182, 2, 0), ('conv2d', 194, 182, 182, 2, 188762), ('batchnorm2d', 194, 182, 182, 2, 388), ('ELU', 194, 182, 182, 2, 0), (... | ELU | 246,445,579 | 10,382,579 | 2 | 4,913 | 93.484375 | 0.932571 | 0.921811 | 0.305566 | 0.022868 | 6 | 6 | 0 | 1 | 1 | SUCCESSFUL | 0.76 | 5,013.94 | 39.61 | 5,054.31 |
input_channels:3_num_classes:64_depth:20_arch:bottleneck_base_filters:86_batch:28_input_size:122_act:gelu_dropout:0.3184258093895346_dropout:False_batchnorm:False.out | 20 | [('conv2d', 172, 122, 122, 28, 4816), ('GELU', 172, 122, 122, 28, 0), ('conv2d', 86, 122, 122, 28, 133214), ('GELU', 86, 122, 122, 28, 0), ('conv2d', 101, 122, 122, 28, 78275), ('GELU', 101, 122, 122, 28, 0), ('conv2d', 120, 122, 122, 28, 109200), ('GELU', 120, 122, 122, 28, 0), ('conv2d', 141, 122, 122, 28, 152421), (... | GELU | 326,527,053 | 80,619,412 | 28 | 38,909 | 14.6 | 0.1032 | 0.6255 | 0.1285 | 0.006 | 20 | 0 | 0 | 1 | 1 | OOM_CRASH | 4.76 | 104,630.4 | 307.54 | 104,942.7 |
input_channels:1_num_classes:575_depth:14_arch:hourglass_base_filters:116_batch:4_input_size:208_act:gelu_dropout:0.36523025085909666_dropout:True_batchnorm:False.out | 14 | [('conv2d', 116, 208, 208, 4, 1160), ('GELU', 116, 208, 208, 4, 0), ('dropout', 116, 208, 208, 4, 0), ('conv2d', 174, 208, 208, 4, 181830), ('GELU', 174, 208, 208, 4, 0), ('dropout', 174, 208, 208, 4, 0), ('conv2d', 263, 208, 208, 4, 412121), ('GELU', 263, 208, 208, 4, 0), ('dropout', 263, 208, 208, 4, 0), ('conv2d', 3... | GELU | 988,237,554 | 55,735,551 | 4 | 16,699 | -1 | -1 | -1 | -1 | -1 | 14 | 0 | 14 | 1 | 1 | SUCCESSFUL | 0.68 | 40,211.48 | 212.61 | 40,424.77 |
input_channels:1_num_classes:739_depth:1_arch:residual_base_filters:69_batch:26_input_size:124_act:swish_dropout:0.1778507711403616_dropout:True_batchnorm:True.out | 0 | [] | null | 0 | 0 | 26 | 1,451 | -1 | -1 | -1 | -1 | -1 | 0 | 0 | 0 | 0 | 0 | SUCCESSFUL | 0 | 0 | 0 | 0 |
input_channels:1_num_classes:641_depth:2_arch:dense_base_filters:26_batch:16_input_size:200_act:leaky_relu_dropout:0.36776744274836837_dropout:False_batchnorm:True.out | 0 | [] | null | 0 | 0 | 16 | 1,451 | 11.322034 | 0.062797 | 0.015527 | 0.014632 | 0.021 | 0 | 0 | 0 | 0 | 0 | SUCCESSFUL | 0 | 0 | 0 | 0 |
input_channels:1_num_classes:628_depth:10_arch:hourglass_base_filters:93_batch:58_input_size:64_act:gelu_dropout:0.39365568546136953_dropout:False_batchnorm:True.out | 10 | [('conv2d', 93, 64, 64, 58, 930), ('batchnorm2d', 93, 64, 64, 58, 186), ('GELU', 93, 64, 64, 58, 0), ('conv2d', 172, 64, 64, 58, 144136), ('batchnorm2d', 172, 64, 64, 58, 344), ('GELU', 172, 64, 64, 58, 0), ('conv2d', 320, 64, 64, 58, 495680), ('batchnorm2d', 320, 64, 64, 58, 640), ('GELU', 320, 64, 64, 58, 0), ('conv2... | GELU | 56,083,781 | 27,516,406 | 58 | 24,647 | 94.446154 | 0.933547 | 0.944772 | 0.24886 | 0.018696 | 10 | 10 | 0 | 1 | 1 | SUCCESSFUL | 1.16 | 33,089.58 | 104.97 | 33,195.71 |
input_channels:3_num_classes:756_depth:17_arch:hourglass_base_filters:122_batch:50_input_size:136_act:gelu_dropout:0.2641192211899279_dropout:False_batchnorm:False.out | 17 | [('conv2d', 122, 136, 136, 50, 3416), ('GELU', 122, 136, 136, 50, 0), ('conv2d', 173, 136, 136, 50, 190127), ('GELU', 173, 136, 136, 50, 0), ('conv2d', 246, 136, 136, 50, 383268), ('GELU', 246, 136, 136, 50, 0), ('conv2d', 351, 136, 136, 50, 777465), ('GELU', 351, 136, 136, 50, 0), ('conv2d', 499, 136, 136, 50, 1576840... | GELU | 361,820,386 | 76,588,504 | 50 | 37,027 | -1 | -1 | -1 | -1 | -1 | 17 | 0 | 0 | 1 | 1 | OOM_CRASH | 10.5 | 207,035 | 292.16 | 207,337.66 |
input_channels:3_num_classes:184_depth:5_arch:pyramid_base_filters:64_batch:4_input_size:78_act:selu_dropout:0.23630963685595097_dropout:True_batchnorm:True.out | 5 | [('conv2d', 64, 78, 78, 4, 1792), ('batchnorm2d', 64, 78, 78, 4, 128), ('SELU', 64, 78, 78, 4, 0), ('dropout', 64, 78, 78, 4, 0), ('conv2d', 128, 78, 78, 4, 73856), ('batchnorm2d', 128, 78, 78, 4, 256), ('SELU', 128, 78, 78, 4, 0), ('dropout', 128, 78, 78, 4, 0), ('conv2d', 256, 78, 78, 4, 295168), ('batchnorm2d', 256,... | SELU | 48,284,016 | 6,463,160 | 4 | 3,023 | 88.833333 | 0.873954 | 0.868192 | 0.309346 | 0.029259 | 5 | 5 | 5 | 1 | 1 | SUCCESSFUL | 0.28 | 1,841.88 | 24.65 | 1,866.81 |
input_channels:1_num_classes:767_depth:9_arch:residual_base_filters:19_batch:42_input_size:176_act:tanh_dropout:0.14543574930442357_dropout:False_batchnorm:False.out | 12 | [('conv2d', 19, 176, 176, 42, 38), ('conv2d', 19, 176, 176, 42, 190), ('Tanh', 19, 176, 176, 42, 0), ('conv2d', 19, 176, 176, 42, 3268), ('Tanh', 19, 176, 176, 42, 0), ('conv2d', 31, 88, 88, 42, 620), ('conv2d', 31, 88, 88, 42, 5332), ('Tanh', 31, 88, 88, 42, 0), ('conv2d', 31, 88, 88, 42, 8680), ('Tanh', 31, 88, 88, 4... | Tanh | 7,068,024 | 250,665 | 42 | 3,233 | 82.0625 | 0.809625 | 0.759614 | 0.390421 | 0.131018 | 12 | 0 | 0 | 1 | 1 | SUCCESSFUL | 5.04 | 4,076.1 | 0.96 | 4,082.1 |
input_channels:3_num_classes:72_depth:17_arch:gradual_base_filters:47_batch:18_input_size:98_act:softplus_dropout:0.476783257899112_dropout:False_batchnorm:True.out | 17 | [('conv2d', 47, 98, 98, 18, 1316), ('batchnorm2d', 47, 98, 98, 18, 94), ('Softplus', 47, 98, 98, 18, 0), ('conv2d', 52, 98, 98, 18, 22048), ('batchnorm2d', 52, 98, 98, 18, 104), ('Softplus', 52, 98, 98, 18, 0), ('conv2d', 58, 98, 98, 18, 27202), ('batchnorm2d', 58, 98, 98, 18, 116), ('Softplus', 58, 98, 98, 18, 0), ('c... | Softplus | 64,395,241 | 3,042,207 | 18 | 8,547 | 92.630769 | 0.92727 | 0.897667 | 0.371902 | 0.038544 | 17 | 17 | 0 | 1 | 1 | SUCCESSFUL | 1.98 | 11,791.08 | 11.61 | 11,804.67 |
input_channels:1_num_classes:52_depth:3_arch:hourglass_base_filters:24_batch:4_input_size:176_act:tanh_dropout:0.17806857094088638_dropout:True_batchnorm:True.out | 3 | [('conv2d', 24, 176, 176, 4, 240), ('batchnorm2d', 24, 176, 176, 4, 48), ('Tanh', 24, 176, 176, 4, 0), ('dropout', 24, 176, 176, 4, 0), ('conv2d', 221, 176, 176, 4, 47957), ('batchnorm2d', 221, 176, 176, 4, 442), ('Tanh', 221, 176, 176, 4, 0), ('dropout', 221, 176, 176, 4, 0), ('conv2d', 24, 176, 176, 4, 47760), ('batc... | Tanh | 33,330,304 | 97,795 | 4 | 2,627 | 81.714286 | 0.837846 | 0.754351 | 0.37293 | 0.129636 | 3 | 3 | 3 | 1 | 1 | SUCCESSFUL | 0.48 | 1,271.44 | 0.37 | 1,272.29 |
input_channels:3_num_classes:335_depth:25_arch:uniform_base_filters:81_batch:44_input_size:218_act:prelu_dropout:0.33136590071487126_dropout:False_batchnorm:True.out | 25 | [('conv2d', 81, 218, 218, 44, 2268), ('batchnorm2d', 81, 218, 218, 44, 162), ('PReLU', 81, 218, 218, 44, 0), ('conv2d', 81, 218, 218, 44, 59130), ('batchnorm2d', 81, 218, 218, 44, 162), ('PReLU', 81, 218, 218, 44, 0), ('conv2d', 81, 218, 218, 44, 59130), ('batchnorm2d', 81, 218, 218, 44, 162), ('PReLU', 81, 218, 218, 4... | PReLU | 288,709,051 | 1,452,908 | 44 | 39,895 | -1 | -1 | -1 | -1 | -1 | 25 | 25 | 0 | 1 | 1 | OOM_CRASH | 23.76 | 129,223.6 | 5.54 | 129,252.9 |
input_channels:1_num_classes:516_depth:19_arch:dense_base_filters:52_batch:24_input_size:74_act:leaky_relu_dropout:0.3954835348936946_dropout:True_batchnorm:True.out | 17 | [('conv2d', 32, 74, 74, 24, 320), ('batchnorm2d', 32, 74, 74, 24, 64), ('LeakyReLU', 32, 74, 74, 24, 0), ('dropout', 32, 74, 74, 24, 0), ('conv2d', 32, 74, 74, 24, 9536), ('batchnorm2d', 32, 74, 74, 24, 64), ('LeakyReLU', 32, 74, 74, 24, 0), ('dropout', 32, 74, 74, 24, 0), ('conv2d', 32, 74, 74, 24, 18752), ('batchnorm... | LeakyReLU | 5,959,368 | 1,127,556 | 24 | 3,119 | -1 | -1 | -1 | -1 | -1 | 17 | 17 | 16 | 1 | 1 | SUCCESSFUL | 0.48 | 1,782 | 4.3 | 1,786.78 |
input_channels:1_num_classes:973_depth:16_arch:bottleneck_base_filters:40_batch:38_input_size:142_act:swish_dropout:0.3859857385417601_dropout:False_batchnorm:False.out | 16 | [('conv2d', 80, 142, 142, 38, 800), ('SiLU', 80, 142, 142, 38, 0), ('conv2d', 40, 142, 142, 38, 28840), ('SiLU', 40, 142, 142, 38, 0), ('conv2d', 52, 142, 142, 38, 18772), ('SiLU', 52, 142, 142, 38, 0), ('conv2d', 67, 142, 142, 38, 31423), ('SiLU', 67, 142, 142, 38, 0), ('conv2d', 87, 142, 142, 38, 52548), ('SiLU', 87,... | SiLU | 272,943,425 | 43,583,104 | 38 | 40,047 | 7.4 | 0.0275 | 0.174 | 0.034 | 0 | 16 | 0 | 0 | 1 | 1 | OOM_CRASH | 3.04 | 118,696.04 | 166.26 | 118,865.34 |
input_channels:1_num_classes:48_depth:5_arch:gradual_base_filters:69_batch:34_input_size:194_act:softplus_dropout:0.44798362311644435_dropout:True_batchnorm:True.out | 5 | [('conv2d', 69, 194, 194, 34, 690), ('batchnorm2d', 69, 194, 194, 34, 138), ('Softplus', 69, 194, 194, 34, 0), ('dropout', 69, 194, 194, 34, 0), ('conv2d', 96, 194, 194, 34, 59712), ('batchnorm2d', 96, 194, 194, 34, 192), ('Softplus', 96, 194, 194, 34, 0), ('dropout', 96, 194, 194, 34, 0), ('conv2d', 135, 194, 194, 34,... | Softplus | 113,962,171 | 879,432 | 34 | 22,285 | -1 | -1 | -1 | -1 | -1 | 5 | 5 | 5 | 1 | 1 | SUCCESSFUL | 4.76 | 36,952.22 | 3.35 | 36,960.33 |
input_channels:3_num_classes:302_depth:8_arch:pyramid_base_filters:33_batch:10_input_size:110_act:prelu_dropout:0.11471171887104187_dropout:False_batchnorm:False.out | 8 | [('conv2d', 33, 110, 110, 10, 924), ('PReLU', 33, 110, 110, 10, 0), ('conv2d', 55, 110, 110, 10, 16390), ('PReLU', 55, 110, 110, 10, 0), ('conv2d', 92, 110, 110, 10, 45632), ('PReLU', 92, 110, 110, 10, 0), ('conv2d', 155, 110, 110, 10, 128495), ('PReLU', 155, 110, 110, 10, 0), ('conv2d', 259, 110, 110, 10, 361564), ('P... | PReLU | 72,117,826 | 12,810,299 | 10 | 6,751 | -1 | -1 | -1 | -1 | -1 | 8 | 0 | 0 | 1 | 1 | SUCCESSFUL | 1.4 | 8,253.2 | 48.87 | 8,303.47 |
input_channels:1_num_classes:631_depth:7_arch:uniform_base_filters:104_batch:4_input_size:34_act:leaky_relu_dropout:0.24736544761516935_dropout:False_batchnorm:True.out | 7 | [('conv2d', 104, 34, 34, 4, 1040), ('batchnorm2d', 104, 34, 34, 4, 208), ('LeakyReLU', 104, 34, 34, 4, 0), ('conv2d', 104, 34, 34, 4, 97448), ('batchnorm2d', 104, 34, 34, 4, 208), ('LeakyReLU', 104, 34, 34, 4, 0), ('conv2d', 104, 34, 34, 4, 97448), ('batchnorm2d', 104, 34, 34, 4, 208), ('LeakyReLU', 104, 34, 34, 4, 0),... | LeakyReLU | 2,526,070 | 653,439 | 4 | 1,803 | 40.322581 | 0.389047 | 0.184414 | 0.038483 | 0.003981 | 7 | 7 | 0 | 1 | 1 | SUCCESSFUL | 0 | 102.76 | 2.49 | 105.25 |
input_channels:3_num_classes:663_depth:22_arch:hourglass_base_filters:99_batch:16_input_size:114_act:relu_dropout:0.41906776014051583_dropout:False_batchnorm:False.out | 22 | [('conv2d', 99, 114, 114, 16, 2772), ('ReLU', 99, 114, 114, 16, 0), ('conv2d', 130, 114, 114, 16, 115960), ('ReLU', 130, 114, 114, 16, 0), ('conv2d', 171, 114, 114, 16, 200241), ('ReLU', 171, 114, 114, 16, 0), ('conv2d', 226, 114, 114, 16, 348040), ('ReLU', 226, 114, 114, 16, 0), ('conv2d', 297, 114, 114, 16, 604395), ... | ReLU | 319,235,169 | 99,408,531 | 16 | 23,705 | 94.384615 | 0.93775 | 0.967719 | 0.187614 | 0.0022 | 22 | 0 | 0 | 1 | 1 | SUCCESSFUL | 2.4 | 58,453.6 | 379.21 | 58,835.21 |
input_channels:1_num_classes:731_depth:8_arch:bottleneck_base_filters:50_batch:56_input_size:142_act:softplus_dropout:0.4304207542286952_dropout:True_batchnorm:False.out | 8 | [('conv2d', 100, 142, 142, 56, 1000), ('Softplus', 100, 142, 142, 56, 0), ('dropout', 100, 142, 142, 56, 0), ('conv2d', 50, 142, 142, 56, 45050), ('Softplus', 50, 142, 142, 56, 0), ('dropout', 50, 142, 142, 56, 0), ('conv2d', 84, 142, 142, 56, 37884), ('Softplus', 84, 142, 142, 56, 0), ('dropout', 84, 142, 142, 56, 0),... | Softplus | 178,696,035 | 12,664,091 | 56 | 40,293 | 45.285714 | 0.24975 | 0.54775 | 0.137 | 0.0275 | 8 | 0 | 8 | 1 | 1 | OOM_CRASH | 4.48 | 101,795.68 | 48.31 | 101,848.47 |
input_channels:3_num_classes:136_depth:11_arch:residual_base_filters:56_batch:58_input_size:64_act:elu_dropout:0.10482651783849156_dropout:True_batchnorm:False.out | 15 | [('conv2d', 56, 64, 64, 58, 224), ('conv2d', 56, 64, 64, 58, 1568), ('ELU', 56, 64, 64, 58, 0), ('dropout', 56, 64, 64, 58, 0), ('conv2d', 56, 64, 64, 58, 28280), ('ELU', 56, 64, 64, 58, 0), ('dropout', 56, 64, 64, 58, 0), ('conv2d', 77, 32, 32, 58, 4389), ('conv2d', 77, 32, 32, 58, 38885), ('ELU', 77, 32, 32, 58, 0), ... | ELU | 3,562,975 | 1,395,202 | 58 | 2,737 | 71.875 | 0.722953 | 0.622268 | 0.302732 | 0.068018 | 15 | 0 | 10 | 1 | 1 | SUCCESSFUL | 2.9 | 2,477.18 | 5.32 | 2,485.4 |
input_channels:1_num_classes:802_depth:27_arch:bottleneck_base_filters:43_batch:2_input_size:58_act:softplus_dropout:0.14638472792756008_dropout:False_batchnorm:False.out | 27 | [('conv2d', 86, 58, 58, 2, 860), ('Softplus', 86, 58, 58, 2, 0), ('conv2d', 43, 58, 58, 2, 33325), ('Softplus', 43, 58, 58, 2, 0), ('conv2d', 49, 58, 58, 2, 19012), ('Softplus', 49, 58, 58, 2, 0), ('conv2d', 57, 58, 58, 2, 25194), ('Softplus', 57, 58, 58, 2, 0), ('conv2d', 67, 58, 58, 2, 34438), ('Softplus', 67, 58, 58... | Softplus | 84,695,433 | 95,324,003 | 2 | 3,985 | 93.71875 | 0.931222 | 0.870947 | 0.273351 | 0.015491 | 27 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0.02 | 1,938.5 | 363.63 | 2,302.15 |
input_channels:3_num_classes:356_depth:6_arch:dense_base_filters:116_batch:28_input_size:194_act:relu_dropout:0.2821057864270274_dropout:False_batchnorm:False.out | 4 | [('conv2d', 32, 194, 194, 28, 896), ('ReLU', 32, 194, 194, 28, 0), ('conv2d', 32, 194, 194, 28, 10112), ('ReLU', 32, 194, 194, 28, 0), ('conv2d', 32, 194, 194, 28, 19328), ('ReLU', 32, 194, 194, 28, 0), ('conv2d', 32, 194, 194, 28, 28544), ('ReLU', 32, 194, 194, 28, 0), ('adaptive_avg_pool2d', 0, 0, 131, 28, 0), ('line... | ReLU | 9,635,659 | 105,872 | 28 | 5,295 | 88.890625 | 0.854349 | 0.853582 | 0.473727 | 0.185491 | 4 | 0 | 0 | 1 | 1 | SUCCESSFUL | 12.04 | 4,140.64 | 0.4 | 4,153.08 |
input_channels:3_num_classes:126_depth:26_arch:bottleneck_base_filters:34_batch:28_input_size:36_act:relu_dropout:0.2851797291236666_dropout:True_batchnorm:True.out | 26 | [('conv2d', 68, 36, 36, 28, 1904), ('batchnorm2d', 68, 36, 36, 28, 136), ('ReLU', 68, 36, 36, 28, 0), ('dropout', 68, 36, 36, 28, 0), ('conv2d', 34, 36, 36, 28, 20842), ('batchnorm2d', 34, 36, 36, 28, 68), ('ReLU', 34, 36, 36, 28, 0), ('dropout', 34, 36, 36, 28, 0), ('conv2d', 40, 36, 36, 28, 12280), ('batchnorm2d', 40... | ReLU | 58,918,150 | 82,750,215 | 28 | 9,197 | 95.184615 | 0.93981 | 0.943444 | 0.252259 | 0.010755 | 26 | 26 | 26 | 1 | 1 | SUCCESSFUL | 0.28 | 15,732.64 | 315.67 | 16,048.59 |
input_channels:1_num_classes:640_depth:6_arch:pyramid_base_filters:96_batch:48_input_size:42_act:swish_dropout:0.2983886751757486_dropout:False_batchnorm:False.out | 6 | [('conv2d', 96, 42, 42, 48, 960), ('SiLU', 96, 42, 42, 48, 0), ('conv2d', 159, 42, 42, 48, 137535), ('SiLU', 159, 42, 42, 48, 0), ('conv2d', 266, 42, 42, 48, 380912), ('SiLU', 266, 42, 42, 48, 0), ('conv2d', 443, 42, 42, 48, 1060985), ('SiLU', 443, 42, 42, 48, 0), ('conv2d', 738, 42, 42, 48, 2943144), ('SiLU', 738, 42,... | SiLU | 10,343,077 | 13,474,983 | 48 | 6,275 | 90.234375 | 0.914266 | 0.904845 | 0.258224 | 0.0145 | 6 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0.48 | 5,681.28 | 51.4 | 5,733.16 |
input_channels:1_num_classes:204_depth:10_arch:hourglass_base_filters:73_batch:20_input_size:50_act:leaky_relu_dropout:0.4551489868949259_dropout:True_batchnorm:True.out | 10 | [('conv2d', 73, 50, 50, 20, 730), ('batchnorm2d', 73, 50, 50, 20, 146), ('LeakyReLU', 73, 50, 50, 20, 0), ('dropout', 73, 50, 50, 20, 0), ('conv2d', 142, 50, 50, 20, 93436), ('batchnorm2d', 142, 50, 50, 20, 284), ('LeakyReLU', 142, 50, 50, 20, 0), ('dropout', 142, 50, 50, 20, 0), ('conv2d', 277, 50, 50, 20, 354283), ('... | LeakyReLU | 41,640,481 | 23,748,510 | 20 | 5,167 | 93.061538 | 0.921754 | 0.918754 | 0.258053 | 0.009474 | 10 | 10 | 10 | 1 | 1 | SUCCESSFUL | 0.2 | 7,942.2 | 90.59 | 8,032.99 |
input_channels:1_num_classes:471_depth:28_arch:gradual_base_filters:123_batch:12_input_size:134_act:elu_dropout:0.4150432902785465_dropout:True_batchnorm:False.out | 28 | [('conv2d', 123, 134, 134, 12, 1230), ('ELU', 123, 134, 134, 12, 0), ('dropout', 123, 134, 134, 12, 0), ('conv2d', 129, 134, 134, 12, 142932), ('ELU', 129, 134, 134, 12, 0), ('dropout', 129, 134, 134, 12, 0), ('conv2d', 135, 134, 134, 12, 156870), ('ELU', 135, 134, 134, 12, 0), ('dropout', 135, 134, 134, 12, 0), ('conv... | ELU | 395,554,143 | 19,217,414 | 12 | 23,653 | 94.5 | 0.940063 | 0.930655 | 0.350963 | 0.016473 | 28 | 0 | 28 | 1 | 1 | SUCCESSFUL | 0.84 | 48,285.36 | 73.31 | 48,359.51 |
input_channels:3_num_classes:267_depth:16_arch:residual_base_filters:83_batch:58_input_size:216_act:leaky_relu_dropout:0.26245606270638666_dropout:False_batchnorm:False.out | 24 | [('conv2d', 83, 216, 216, 58, 332), ('conv2d', 83, 216, 216, 58, 2324), ('LeakyReLU', 83, 216, 216, 58, 0), ('conv2d', 83, 216, 216, 58, 62084), ('LeakyReLU', 83, 216, 216, 58, 0), ('conv2d', 101, 108, 108, 58, 8484), ('conv2d', 101, 108, 108, 58, 75548), ('LeakyReLU', 101, 108, 108, 58, 0), ('conv2d', 101, 108, 108, 5... | LeakyReLU | 39,471,141 | 5,705,802 | 58 | 16,739 | -1 | -1 | -1 | -1 | -1 | 24 | 0 | 0 | 1 | 1 | SUCCESSFUL | 30.74 | 31,438.9 | 21.77 | 31,491.41 |
input_channels:1_num_classes:782_depth:9_arch:pyramid_base_filters:49_batch:14_input_size:194_act:swish_dropout:0.10072289541060112_dropout:True_batchnorm:False.out | 9 | [('conv2d', 49, 194, 194, 14, 490), ('SiLU', 49, 194, 194, 14, 0), ('dropout', 49, 194, 194, 14, 0), ('conv2d', 74, 194, 194, 14, 32708), ('SiLU', 74, 194, 194, 14, 0), ('dropout', 74, 194, 194, 14, 0), ('conv2d', 112, 194, 194, 14, 74704), ('SiLU', 112, 194, 194, 14, 0), ('dropout', 112, 194, 194, 14, 0), ('conv2d', 1... | SiLU | 438,763,404 | 20,307,370 | 14 | 34,011 | -1 | -1 | -1 | -1 | -1 | 9 | 0 | 9 | 1 | 1 | SUCCESSFUL | 1.96 | 62,486.48 | 77.47 | 62,565.91 |
input_channels:3_num_classes:628_depth:15_arch:gradual_base_filters:59_batch:4_input_size:42_act:elu_dropout:0.2329063221874305_dropout:True_batchnorm:False.out | 15 | [('conv2d', 59, 42, 42, 4, 1652), ('ELU', 59, 42, 42, 4, 0), ('dropout', 59, 42, 42, 4, 0), ('conv2d', 66, 42, 42, 4, 35112), ('ELU', 66, 42, 42, 4, 0), ('dropout', 66, 42, 42, 4, 0), ('conv2d', 74, 42, 42, 4, 44030), ('ELU', 74, 42, 42, 4, 0), ('dropout', 74, 42, 42, 4, 0), ('conv2d', 84, 42, 42, 4, 56028), ('ELU', 84... | ELU | 12,120,244 | 3,661,963 | 4 | 2,039 | -1 | -1 | -1 | -1 | -1 | 15 | 0 | 15 | 1 | 1 | SUCCESSFUL | 0.08 | 493.16 | 13.97 | 507.21 |
input_channels:3_num_classes:406_depth:17_arch:hourglass_base_filters:85_batch:14_input_size:18_act:tanh_dropout:0.2875021578594995_dropout:False_batchnorm:False.out | 17 | [('conv2d', 85, 18, 18, 14, 2380), ('Tanh', 85, 18, 18, 14, 0), ('conv2d', 126, 18, 18, 14, 96516), ('Tanh', 126, 18, 18, 14, 0), ('conv2d', 188, 18, 18, 14, 213380), ('Tanh', 188, 18, 18, 14, 0), ('conv2d', 280, 18, 18, 14, 474040), ('Tanh', 280, 18, 18, 14, 0), ('conv2d', 417, 18, 18, 14, 1051257), ('Tanh', 417, 18, ... | Tanh | 5,600,265 | 64,262,652 | 14 | 3,213 | 89.484375 | 0.881215 | 0.839491 | 0.299386 | 0.011912 | 17 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0 | 897.26 | 245.14 | 1,142.4 |
input_channels:3_num_classes:630_depth:21_arch:hourglass_base_filters:79_batch:40_input_size:74_act:softplus_dropout:0.16034787811593676_dropout:True_batchnorm:False.out | 21 | [('conv2d', 79, 74, 74, 40, 2212), ('Softplus', 79, 74, 74, 40, 0), ('dropout', 79, 74, 74, 40, 0), ('conv2d', 109, 74, 74, 40, 77608), ('Softplus', 109, 74, 74, 40, 0), ('dropout', 109, 74, 74, 40, 0), ('conv2d', 151, 74, 74, 40, 148282), ('Softplus', 151, 74, 74, 40, 0), ('dropout', 151, 74, 74, 40, 0), ('conv2d', 20... | Softplus | 177,834,439 | 84,551,902 | 40 | 27,807 | 93.969231 | 0.927477 | 0.963702 | 0.220965 | 0.009123 | 21 | 0 | 21 | 1 | 1 | SUCCESSFUL | 2.4 | 72,360.8 | 322.54 | 72,685.74 |
input_channels:1_num_classes:855_depth:29_arch:hourglass_base_filters:89_batch:48_input_size:122_act:softplus_dropout:0.25437067175243394_dropout:False_batchnorm:False.out | 29 | [('conv2d', 89, 122, 122, 48, 890), ('Softplus', 89, 122, 122, 48, 0), ('conv2d', 111, 122, 122, 48, 89022), ('Softplus', 111, 122, 122, 48, 0), ('conv2d', 139, 122, 122, 48, 139000), ('Softplus', 139, 122, 122, 48, 0), ('conv2d', 174, 122, 122, 48, 217848), ('Softplus', 174, 122, 122, 48, 0), ('conv2d', 218, 122, 122,... | Softplus | 482,689,919 | 136,477,869 | 48 | 37,307 | 31.285714 | 0.0495 | 0.102 | 0.021 | 0.004333 | 29 | 0 | 0 | 1 | 1 | OOM_CRASH | 2.88 | 265,149.12 | 520.62 | 265,672.62 |
input_channels:3_num_classes:663_depth:20_arch:gradual_base_filters:59_batch:2_input_size:222_act:swish_dropout:0.39837913305426_dropout:False_batchnorm:True.out | 20 | [('conv2d', 59, 222, 222, 2, 1652), ('batchnorm2d', 59, 222, 222, 2, 118), ('SiLU', 59, 222, 222, 2, 0), ('conv2d', 64, 222, 222, 2, 34048), ('batchnorm2d', 64, 222, 222, 2, 128), ('SiLU', 64, 222, 222, 2, 0), ('conv2d', 70, 222, 222, 2, 40390), ('batchnorm2d', 70, 222, 222, 2, 140), ('SiLU', 70, 222, 222, 2, 0), ('con... | SiLU | 458,786,400 | 5,150,367 | 2 | 6,377 | -1 | -1 | -1 | -1 | -1 | 20 | 20 | 0 | 1 | 1 | SUCCESSFUL | 1.12 | 9,334.02 | 19.65 | 9,354.79 |
input_channels:1_num_classes:585_depth:1_arch:hourglass_base_filters:114_batch:6_input_size:76_act:softplus_dropout:0.191037225053279_dropout:False_batchnorm:True.out | 1 | [('conv2d', 114, 76, 76, 6, 1140), ('batchnorm2d', 114, 76, 76, 6, 228), ('Softplus', 114, 76, 76, 6, 0), ('adaptive_avg_pool2d', 0, 0, 114, 6, 0), ('linear', 0, 0, 585, 6, 67275), ('softmax', 0, 0, 585, 6, 0)] | Softplus | 1,976,676 | 68,643 | 6 | 1,825 | 32.327869 | 0.30727 | 0.157218 | 0.065564 | 0.018345 | 1 | 1 | 0 | 1 | 1 | SUCCESSFUL | 0.12 | 120.6 | 0.26 | 120.98 |
input_channels:3_num_classes:940_depth:29_arch:gradual_base_filters:95_batch:26_input_size:164_act:swish_dropout:0.24661980629742747_dropout:False_batchnorm:True.out | 29 | [('conv2d', 95, 164, 164, 26, 2660), ('batchnorm2d', 95, 164, 164, 26, 190), ('SiLU', 95, 164, 164, 26, 0), ('conv2d', 100, 164, 164, 26, 85600), ('batchnorm2d', 100, 164, 164, 26, 200), ('SiLU', 100, 164, 164, 26, 0), ('conv2d', 105, 164, 164, 26, 94605), ('batchnorm2d', 105, 164, 164, 26, 210), ('SiLU', 105, 164, 164... | SiLU | 512,532,474 | 14,462,231 | 26 | 40,005 | -1 | -1 | -1 | -1 | -1 | 29 | 29 | 0 | 1 | 1 | OOM_CRASH | 8.06 | 135,557.24 | 55.17 | 135,620.47 |
input_channels:3_num_classes:770_depth:14_arch:hourglass_base_filters:120_batch:8_input_size:64_act:softplus_dropout:0.15804290864843487_dropout:True_batchnorm:False.out | 14 | [('conv2d', 120, 64, 64, 8, 3360), ('Softplus', 120, 64, 64, 8, 0), ('dropout', 120, 64, 64, 8, 0), ('conv2d', 179, 64, 64, 8, 193499), ('Softplus', 179, 64, 64, 8, 0), ('dropout', 179, 64, 64, 8, 0), ('conv2d', 269, 64, 64, 8, 433628), ('Softplus', 269, 64, 64, 8, 0), ('dropout', 269, 64, 64, 8, 0), ('conv2d', 404, 64... | Softplus | 94,717,564 | 56,798,133 | 8 | 5,267 | -1 | -1 | -1 | -1 | -1 | 14 | 0 | 14 | 1 | 1 | SUCCESSFUL | 0.4 | 7,708.08 | 216.67 | 7,925.15 |
input_channels:3_num_classes:62_depth:28_arch:residual_base_filters:90_batch:16_input_size:78_act:prelu_dropout:0.41907225252227487_dropout:True_batchnorm:True.out | 24 | [('conv2d', 90, 78, 78, 16, 360), ('batchnorm2d', 90, 78, 78, 16, 180), ('conv2d', 90, 78, 78, 16, 2520), ('batchnorm2d', 90, 78, 78, 16, 180), ('PReLU', 90, 78, 78, 16, 0), ('dropout', 90, 78, 78, 16, 0), ('conv2d', 90, 78, 78, 16, 72990), ('batchnorm2d', 90, 78, 78, 16, 180), ('PReLU', 90, 78, 78, 16, 0), ('dropout',... | PReLU | 10,141,440 | 2,815,350 | 16 | 2,501 | -1 | -1 | -1 | -1 | -1 | 24 | 24 | 16 | 1 | 1 | SUCCESSFUL | 1.12 | 1,609.28 | 10.74 | 1,621.14 |
input_channels:3_num_classes:428_depth:25_arch:uniform_base_filters:22_batch:2_input_size:82_act:selu_dropout:0.3172342090322318_dropout:True_batchnorm:True.out | 25 | [('conv2d', 22, 82, 82, 2, 616), ('batchnorm2d', 22, 82, 82, 2, 44), ('SELU', 22, 82, 82, 2, 0), ('dropout', 22, 82, 82, 2, 0), ('conv2d', 22, 82, 82, 2, 4378), ('batchnorm2d', 22, 82, 82, 2, 44), ('SELU', 22, 82, 82, 2, 0), ('dropout', 22, 82, 82, 2, 0), ('conv2d', 22, 82, 82, 2, 4378), ('batchnorm2d', 22, 82, 82, 2, ... | SELU | 14,793,678 | 116,632 | 2 | 1,851 | 37.28125 | 0.361875 | 0.145667 | 0.031211 | 0.0365 | 25 | 25 | 25 | 1 | 1 | SUCCESSFUL | 0.16 | 282.16 | 0.44 | 282.76 |
input_channels:3_num_classes:437_depth:27_arch:hourglass_base_filters:47_batch:28_input_size:136_act:softplus_dropout:0.326340072869722_dropout:False_batchnorm:True.out | 27 | [('conv2d', 47, 136, 136, 28, 1316), ('batchnorm2d', 47, 136, 136, 28, 94), ('Softplus', 47, 136, 136, 28, 0), ('conv2d', 62, 136, 136, 28, 26288), ('batchnorm2d', 62, 136, 136, 28, 124), ('Softplus', 62, 136, 136, 28, 0), ('conv2d', 84, 136, 136, 28, 46956), ('batchnorm2d', 84, 136, 136, 28, 168), ('Softplus', 84, 136... | Softplus | 687,719,193 | 97,652,826 | 28 | 40,059 | 18.5 | 0.198857 | 0.6815 | 0.257 | 0.020333 | 27 | 27 | 0 | 1 | 1 | OOM_CRASH | 5.88 | 195,883.52 | 372.52 | 196,261.92 |
input_channels:3_num_classes:652_depth:18_arch:uniform_base_filters:111_batch:16_input_size:130_act:leaky_relu_dropout:0.10112317932747811_dropout:False_batchnorm:True.out | 18 | [('conv2d', 111, 130, 130, 16, 3108), ('batchnorm2d', 111, 130, 130, 16, 222), ('LeakyReLU', 111, 130, 130, 16, 0), ('conv2d', 111, 130, 130, 16, 111000), ('batchnorm2d', 111, 130, 130, 16, 222), ('LeakyReLU', 111, 130, 130, 16, 0), ('conv2d', 111, 130, 130, 16, 111000), ('batchnorm2d', 111, 130, 130, 16, 222), ('Leaky... | LeakyReLU | 101,300,015 | 1,967,128 | 16 | 9,443 | 92.078125 | 0.910138 | 0.920891 | 0.444327 | 0.025308 | 18 | 18 | 0 | 1 | 1 | SUCCESSFUL | 3.04 | 16,487.52 | 7.5 | 16,498.06 |
input_channels:3_num_classes:608_depth:17_arch:gradual_base_filters:114_batch:38_input_size:204_act:selu_dropout:0.22973040198701267_dropout:False_batchnorm:True.out | 17 | [('conv2d', 114, 204, 204, 38, 3192), ('batchnorm2d', 114, 204, 204, 38, 228), ('SELU', 114, 204, 204, 38, 0), ('conv2d', 124, 204, 204, 38, 127348), ('batchnorm2d', 124, 204, 204, 38, 248), ('SELU', 124, 204, 204, 38, 0), ('conv2d', 135, 204, 204, 38, 150795), ('batchnorm2d', 135, 204, 204, 38, 270), ('SELU', 135, 204... | SELU | 518,745,099 | 9,977,964 | 38 | 39,311 | 24.166667 | 0.174167 | 0.001 | 0 | 0.044 | 17 | 17 | 0 | 1 | 1 | OOM_CRASH | 18.24 | 200,523.72 | 38.06 | 200,580.02 |
input_channels:3_num_classes:645_depth:12_arch:pyramid_base_filters:26_batch:52_input_size:20_act:tanh_dropout:0.13215996686278633_dropout:True_batchnorm:False.out | 12 | [('conv2d', 26, 20, 20, 52, 728), ('Tanh', 26, 20, 20, 52, 0), ('dropout', 26, 20, 20, 52, 0), ('conv2d', 37, 20, 20, 52, 8695), ('Tanh', 37, 20, 20, 52, 0), ('dropout', 37, 20, 20, 52, 0), ('conv2d', 53, 20, 20, 52, 17702), ('Tanh', 53, 20, 20, 52, 0), ('dropout', 53, 20, 20, 52, 0), ('conv2d', 77, 20, 20, 52, 36806),... | Tanh | 5,525,113 | 25,397,700 | 52 | 3,553 | 87.907692 | 0.870687 | 0.867732 | 0.260536 | 0.0095 | 12 | 0 | 12 | 1 | 1 | SUCCESSFUL | 0 | 2,922.4 | 96.88 | 3,019.28 |
input_channels:1_num_classes:155_depth:4_arch:residual_base_filters:20_batch:24_input_size:82_act:tanh_dropout:0.3376869939987167_dropout:False_batchnorm:False.out | 6 | [('conv2d', 20, 82, 82, 24, 40), ('conv2d', 20, 82, 82, 24, 200), ('Tanh', 20, 82, 82, 24, 0), ('conv2d', 20, 82, 82, 24, 3620), ('Tanh', 20, 82, 82, 24, 0), ('conv2d', 63, 41, 41, 24, 1323), ('conv2d', 63, 41, 41, 24, 11403), ('Tanh', 63, 41, 41, 24, 0), ('conv2d', 63, 41, 41, 24, 35784), ('Tanh', 63, 41, 41, 24, 0), ... | Tanh | 1,202,288 | 62,290 | 24 | 1,895 | -1 | -1 | -1 | -1 | -1 | 6 | 0 | 0 | 1 | 1 | SUCCESSFUL | 0.72 | 396.24 | 0.24 | 397.2 |
input_channels:1_num_classes:455_depth:26_arch:dense_base_filters:70_batch:60_input_size:188_act:elu_dropout:0.3594284228776_dropout:False_batchnorm:True.out | 25 | [('conv2d', 32, 188, 188, 60, 320), ('batchnorm2d', 32, 188, 188, 60, 64), ('ELU', 32, 188, 188, 60, 0), ('conv2d', 32, 188, 188, 60, 9536), ('batchnorm2d', 32, 188, 188, 60, 64), ('ELU', 32, 188, 188, 60, 0), ('conv2d', 32, 188, 188, 60, 18752), ('batchnorm2d', 32, 188, 188, 60, 64), ('ELU', 32, 188, 188, 60, 0), ('co... | ELU | 37,324,878 | 2,507,655 | 60 | 33,681 | 94.484375 | 0.935766 | 0.848053 | 0.438175 | 0.108875 | 25 | 25 | 0 | 1 | 1 | SUCCESSFUL | 7.8 | 34,446 | 9.57 | 34,463.37 |
input_channels:1_num_classes:943_depth:11_arch:hourglass_base_filters:39_batch:60_input_size:52_act:tanh_dropout:0.16187504747136608_dropout:True_batchnorm:False.out | 11 | [('conv2d', 39, 52, 52, 60, 390), ('Tanh', 39, 52, 52, 60, 0), ('dropout', 39, 52, 52, 60, 0), ('conv2d', 86, 52, 52, 60, 30272), ('Tanh', 86, 52, 52, 60, 0), ('dropout', 86, 52, 52, 60, 0), ('conv2d', 190, 52, 52, 60, 147250), ('Tanh', 190, 52, 52, 60, 0), ('dropout', 190, 52, 52, 60, 0), ('conv2d', 419, 52, 52, 60, 7... | Tanh | 30,884,309 | 20,338,408 | 60 | 10,945 | -1 | -1 | -1 | -1 | -1 | 11 | 0 | 11 | 1 | 1 | SUCCESSFUL | 0.6 | 18,850.2 | 77.58 | 18,928.38 |
input_channels:1_num_classes:357_depth:4_arch:dense_base_filters:24_batch:28_input_size:158_act:softplus_dropout:0.1453669042365176_dropout:False_batchnorm:True.out | 4 | [('conv2d', 32, 158, 158, 28, 320), ('batchnorm2d', 32, 158, 158, 28, 64), ('Softplus', 32, 158, 158, 28, 0), ('conv2d', 32, 158, 158, 28, 9536), ('batchnorm2d', 32, 158, 158, 28, 64), ('Softplus', 32, 158, 158, 28, 0), ('conv2d', 32, 158, 158, 28, 18752), ('batchnorm2d', 32, 158, 158, 28, 64), ('Softplus', 32, 158, 15... | Softplus | 9,587,019 | 103,242 | 28 | 4,749 | 92.5625 | 0.862125 | 0.665404 | 0.343526 | 0.11 | 4 | 4 | 0 | 1 | 1 | SUCCESSFUL | 2.8 | 3,418.52 | 0.39 | 3,421.71 |
input_channels:1_num_classes:578_depth:23_arch:dense_base_filters:63_batch:50_input_size:168_act:gelu_dropout:0.15629546202658873_dropout:False_batchnorm:True.out | 21 | [('conv2d', 32, 168, 168, 50, 320), ('batchnorm2d', 32, 168, 168, 50, 64), ('GELU', 32, 168, 168, 50, 0), ('conv2d', 32, 168, 168, 50, 9536), ('batchnorm2d', 32, 168, 168, 50, 64), ('GELU', 32, 168, 168, 50, 0), ('conv2d', 32, 168, 168, 50, 18752), ('batchnorm2d', 32, 168, 168, 50, 64), ('GELU', 32, 168, 168, 50, 0), (... | GELU | 27,096,772 | 1,801,154 | 50 | 18,149 | -1 | -1 | -1 | -1 | -1 | 21 | 21 | 0 | 1 | 1 | SUCCESSFUL | 5.5 | 19,649.5 | 6.87 | 19,661.87 |
input_channels:1_num_classes:319_depth:11_arch:bottleneck_base_filters:110_batch:16_input_size:194_act:relu_dropout:0.49992581512867873_dropout:True_batchnorm:True.out | 11 | [('conv2d', 220, 194, 194, 16, 2200), ('batchnorm2d', 220, 194, 194, 16, 440), ('ReLU', 220, 194, 194, 16, 0), ('dropout', 220, 194, 194, 16, 0), ('conv2d', 110, 194, 194, 16, 217910), ('batchnorm2d', 110, 194, 194, 16, 220), ('ReLU', 110, 194, 194, 16, 0), ('dropout', 110, 194, 194, 16, 0), ('conv2d', 147, 194, 194, 1... | ReLU | 891,373,190 | 35,953,121 | 16 | 38,097 | -1 | -1 | -1 | -1 | -1 | 11 | 11 | 11 | 1 | 1 | OOM_CRASH | 2.24 | 136,012.64 | 137.15 | 136,152.03 |
input_channels:1_num_classes:683_depth:6_arch:bottleneck_base_filters:28_batch:36_input_size:138_act:selu_dropout:0.34039320730842865_dropout:True_batchnorm:True.out | 6 | [('conv2d', 56, 138, 138, 36, 560), ('batchnorm2d', 56, 138, 138, 36, 112), ('SELU', 56, 138, 138, 36, 0), ('dropout', 56, 138, 138, 36, 0), ('conv2d', 28, 138, 138, 36, 14140), ('batchnorm2d', 28, 138, 138, 36, 56), ('SELU', 28, 138, 138, 36, 0), ('dropout', 28, 138, 138, 36, 0), ('conv2d', 66, 138, 138, 36, 16698), (... | SELU | 117,237,097 | 4,096,445 | 36 | 23,283 | 92.553846 | 0.897182 | 0.908776 | 0.363069 | 0.043517 | 6 | 6 | 6 | 1 | 1 | SUCCESSFUL | 2.52 | 40,250.16 | 15.63 | 40,268.31 |
input_channels:1_num_classes:371_depth:8_arch:hourglass_base_filters:35_batch:52_input_size:206_act:leaky_relu_dropout:0.3530641633960979_dropout:False_batchnorm:True.out | 8 | [('conv2d', 35, 206, 206, 52, 350), ('batchnorm2d', 35, 206, 206, 52, 70), ('LeakyReLU', 35, 206, 206, 52, 0), ('conv2d', 96, 206, 206, 52, 30336), ('batchnorm2d', 96, 206, 206, 52, 192), ('LeakyReLU', 96, 206, 206, 52, 0), ('conv2d', 267, 206, 206, 52, 230955), ('batchnorm2d', 267, 206, 206, 52, 534), ('LeakyReLU', 26... | LeakyReLU | 289,753,785 | 9,027,195 | 52 | 37,863 | -1 | -1 | -1 | -1 | -1 | 8 | 8 | 0 | 1 | 1 | OOM_CRASH | 8.32 | 153,271.56 | 34.44 | 153,314.32 |
input_channels:3_num_classes:557_depth:2_arch:bottleneck_base_filters:91_batch:24_input_size:4_act:leaky_relu_dropout:0.4890345970546063_dropout:True_batchnorm:True.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:593_depth:24_arch:residual_base_filters:127_batch:4_input_size:54_act:mish_dropout:0.3135641557357947_dropout:True_batchnorm:False.out | 18 | [('conv2d', 127, 54, 54, 4, 508), ('conv2d', 127, 54, 54, 4, 3556), ('Mish', 127, 54, 54, 4, 0), ('dropout', 127, 54, 54, 4, 0), ('conv2d', 127, 54, 54, 4, 145288), ('Mish', 127, 54, 54, 4, 0), ('dropout', 127, 54, 54, 4, 0), ('conv2d', 142, 27, 27, 4, 18176), ('conv2d', 142, 27, 27, 4, 162448), ('Mish', 142, 27, 27, 4... | Mish | 4,733,720 | 3,318,215 | 4 | 1,829 | 61.246154 | 0.613286 | 0.374714 | 0.112946 | 0.035236 | 18 | 0 | 12 | 1 | 1 | SUCCESSFUL | 0.12 | 227 | 12.66 | 239.78 |
input_channels:1_num_classes:155_depth:16_arch:bottleneck_base_filters:71_batch:24_input_size:216_act:mish_dropout:0.4683602205014117_dropout:False_batchnorm:True.out | 16 | [('conv2d', 142, 216, 216, 24, 1420), ('batchnorm2d', 142, 216, 216, 24, 284), ('Mish', 142, 216, 216, 24, 0), ('conv2d', 71, 216, 216, 24, 90809), ('batchnorm2d', 71, 216, 216, 24, 142), ('Mish', 71, 216, 216, 24, 0), ('conv2d', 88, 216, 216, 24, 56320), ('batchnorm2d', 88, 216, 216, 24, 176), ('Mish', 88, 216, 216, 2... | Mish | 1,120,305,818 | 53,546,893 | 24 | 38,185 | -1 | -1 | -1 | -1 | -1 | 16 | 16 | 0 | 1 | 1 | OOM_CRASH | 4.32 | 273,512.16 | 204.27 | 273,720.75 |
input_channels:1_num_classes:571_depth:29_arch:gradual_base_filters:28_batch:18_input_size:200_act:tanh_dropout:0.22253910055977755_dropout:True_batchnorm:True.out | 29 | [('conv2d', 28, 200, 200, 18, 280), ('batchnorm2d', 28, 200, 200, 18, 56), ('Tanh', 28, 200, 200, 18, 0), ('dropout', 28, 200, 200, 18, 0), ('conv2d', 30, 200, 200, 18, 7590), ('batchnorm2d', 30, 200, 200, 18, 60), ('Tanh', 30, 200, 200, 18, 0), ('dropout', 30, 200, 200, 18, 0), ('conv2d', 32, 200, 200, 18, 8672), ('ba... | Tanh | 438,401,364 | 3,071,155 | 18 | 36,035 | 92.784615 | 0.943635 | 0.912091 | 0.4112 | 0.047019 | 29 | 29 | 29 | 1 | 1 | SUCCESSFUL | 2.7 | 75,256.56 | 11.72 | 75,270.98 |
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