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Add more algorithms

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D-X-Y
2019-09-28 18:24:47 +10:00
parent bfd6b648fd
commit cfb462e463
286 changed files with 10557 additions and 122955 deletions
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10
configs/archs/CIFAR-DenseBC100-12.config Normal file
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{
"dataset" : ["str", "cifar"],
"arch" : ["str", "densenet"],
"depth" : ["int", 100],
"growthRate": ["int", 12],
"reduction" : ["float", 0.5],
"bottleneck": ["bool", 1],
"super_type": ["str" , "basic"],
"zero_init_residual" : ["bool", "0"]
}

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configs/archs/CIFAR-ResNet08.config Normal file
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{
"dataset" : ["str", "cifar"],
"arch" : ["str", "resnet"],
"depth" : ["int", 8],
"module" : ["str", "ResNetBasicblock"],
"super_type": ["str" , "basic"],
"zero_init_residual" : ["bool", "0"]
}

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configs/archs/CIFAR-ResNet1001.config Normal file
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{
"dataset" : ["str", "cifar"],
"arch" : ["str", "resnet"],
"depth" : ["int", 1001],
"module" : ["str", "ResNetBottleneck"],
"super_type": ["str" , "basic"],
"zero_init_residual" : ["bool", "0"]
}

8
configs/archs/CIFAR-ResNet110.config Normal file
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{
"dataset" : ["str", "cifar"],
"arch" : ["str", "resnet"],
"depth" : ["int", 110],
"module" : ["str", "ResNetBasicblock"],
"super_type": ["str" , "basic"],
"zero_init_residual" : ["bool", "0"]
}

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configs/archs/CIFAR-ResNet164.config Normal file
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{
"dataset" : ["str", "cifar"],
"arch" : ["str", "resnet"],
"depth" : ["int", 164],
"module" : ["str", "ResNetBottleneck"],
"super_type": ["str" , "basic"],
"zero_init_residual" : ["bool", "0"]
}

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configs/archs/CIFAR-ResNet20.config Normal file
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{
"dataset" : ["str", "cifar"],
"arch" : ["str", "resnet"],
"depth" : ["int", 20],
"module" : ["str", "ResNetBasicblock"],
"super_type": ["str" , "basic"],
"zero_init_residual" : ["bool", "0"]
}

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configs/archs/CIFAR-ResNet32.config Normal file
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{
"dataset" : ["str", "cifar"],
"arch" : ["str", "resnet"],
"depth" : ["int", 32],
"module" : ["str", "ResNetBasicblock"],
"super_type": ["str" , "basic"],
"zero_init_residual" : ["bool", "0"]
}

8
configs/archs/CIFAR-ResNet56.config Normal file
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{
"dataset" : ["str", "cifar"],
"arch" : ["str", "resnet"],
"depth" : ["int", 56],
"module" : ["str", "ResNetBasicblock"],
"super_type": ["str" , "basic"],
"zero_init_residual" : ["bool", "0"]
}

8
configs/archs/CIFAR-WRN28-10.config Normal file
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{
"dataset" : ["str", "cifar"],
"arch" : ["str", "wideresnet"],
"depth" : ["int", 28],
"wide_factor":["int", 10],
"dropout" : ["bool", 0],
"super_type": ["str" , "basic"]
}

9
configs/archs/ImageNet-MobileNetV2-X.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "MobileNetV2"],
"width_mult" : ["float", 1.0],
"dropout" : ["float", 0.0],
"input_channel" : ["int", 32],
"last_channel" : ["int", 1280],
"block_name" : ["str", "InvertedResidual"]
}

9
configs/archs/ImageNet-MobileNetV2.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "MobileNetV2"],
"width_mult" : ["float", 1.0],
"dropout" : ["float", 0.2],
"input_channel" : ["int", 32],
"last_channel" : ["int", 1280],
"block_name" : ["str", "InvertedResidual"]
}

12
configs/archs/ImageNet-ResNet101V1.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "resnet"],
"block_name" : ["str", "Bottleneck"],
"layers" : ["int", [3,4,23,3]],
"deep_stem" : ["bool", 0],
"zero_init_residual" : ["bool", "1"],
"groups" : ["int", 1],
"width_per_group" : ["int", 64],
"norm_layer" : ["none", "None"]
}

12
configs/archs/ImageNet-ResNet101V2.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "resnet"],
"block_name" : ["str", "Bottleneck"],
"layers" : ["int", [3,4,23,3]],
"deep_stem" : ["bool", 1],
"zero_init_residual" : ["bool", "1"],
"groups" : ["int", 1],
"width_per_group" : ["int", 64],
"norm_layer" : ["none", "None"]
}

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configs/archs/ImageNet-ResNet152V1.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "resnet"],
"block_name" : ["str", "Bottleneck"],
"layers" : ["int", [3,8,36,3]],
"deep_stem" : ["bool", 0],
"zero_init_residual" : ["bool", "1"],
"groups" : ["int", 1],
"width_per_group" : ["int", 64],
"norm_layer" : ["none", "None"]
}

11
configs/archs/ImageNet-ResNet152V2.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "resnet"],
"block_name" : ["str", "Bottleneck"],
"layers" : ["int", [3,8,36,3]],
"deep_stem" : ["bool", 1],
"zero_init_residual" : ["bool", "1"],
"groups" : ["int", 1],
"width_per_group" : ["int", 64],
"norm_layer" : ["none", "None"]
}

11
configs/archs/ImageNet-ResNet18V1.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "resnet"],
"block_name" : ["str", "BasicBlock"],
"layers" : ["int", [2,2,2,2]],
"deep_stem" : ["bool", 0],
"zero_init_residual" : ["bool", "1"],
"groups" : ["int", 1],
"width_per_group" : ["int", 64],
"norm_layer" : ["none", "None"]
}

12
configs/archs/ImageNet-ResNet18V2.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "resnet"],
"block_name" : ["str", "BasicBlock"],
"layers" : ["int", [2,2,2,2]],
"deep_stem" : ["bool", 1],
"zero_init_residual" : ["bool", "1"],
"groups" : ["int", 1],
"width_per_group" : ["int", 64],
"norm_layer" : ["none", "None"]
}

11
configs/archs/ImageNet-ResNet200V1.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "resnet"],
"block_name" : ["str", "Bottleneck"],
"layers" : ["int", [3,24,36,3]],
"deep_stem" : ["bool", 0],
"zero_init_residual" : ["bool", "1"],
"groups" : ["int", 1],
"width_per_group" : ["int", 64],
"norm_layer" : ["none", "None"]
}

11
configs/archs/ImageNet-ResNet200V2.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "resnet"],
"block_name" : ["str", "Bottleneck"],
"layers" : ["int", [3,24,36,3]],
"deep_stem" : ["bool", 1],
"zero_init_residual" : ["bool", "1"],
"groups" : ["int", 1],
"width_per_group" : ["int", 64],
"norm_layer" : ["none", "None"]
}

12
configs/archs/ImageNet-ResNet34V1.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "resnet"],
"block_name" : ["str", "BasicBlock"],
"layers" : ["int", [3,4,6,3]],
"deep_stem" : ["bool", 0],
"zero_init_residual" : ["bool", "1"],
"groups" : ["int", 1],
"width_per_group" : ["int", 64],
"norm_layer" : ["none", "None"]
}

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configs/archs/ImageNet-ResNet34V2.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "resnet"],
"block_name" : ["str", "BasicBlock"],
"layers" : ["int", [3,4,6,3]],
"deep_stem" : ["bool", 1],
"zero_init_residual" : ["bool", "1"],
"groups" : ["int", 1],
"width_per_group" : ["int", 64],
"norm_layer" : ["none", "None"]
}

12
configs/archs/ImageNet-ResNet50V1.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "resnet"],
"block_name" : ["str", "Bottleneck"],
"layers" : ["int", [3,4,6,3]],
"deep_stem" : ["bool", 0],
"zero_init_residual" : ["bool", "1"],
"groups" : ["int", 1],
"width_per_group" : ["int", 64],
"norm_layer" : ["none", "None"]
}

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configs/archs/ImageNet-ResNet50V2.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "resnet"],
"block_name" : ["str", "Bottleneck"],
"layers" : ["int", [3,4,6,3]],
"deep_stem" : ["bool", 1],
"zero_init_residual" : ["bool", "1"],
"groups" : ["int", 1],
"width_per_group" : ["int", 64],
"norm_layer" : ["none", "None"]
}

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configs/archs/ImageNet-ResNext50-32x4dV2.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "resnet"],
"block_name" : ["str", "Bottleneck"],
"layers" : ["int", [3,4,6,3]],
"deep_stem" : ["bool", 1],
"zero_init_residual" : ["bool", "1"],
"groups" : ["int", 32],
"width_per_group" : ["int", 4],
"norm_layer" : ["none", "None"]
}

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configs/archs/ImageNet-ShuffleNetV2-L.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "ShuffleNetV2"],
"width_multi" : ["float", 2.0],
"stages" : ["int", [24, 244, 488, 976, 2048]]
}

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configs/archs/ImageNet-ShuffleNetV2-M.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "ShuffleNetV2"],
"width_multi" : ["float", 1.5],
"stages" : ["int", [24, 176, 352, 704, 1024]]
}

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configs/archs/ImageNet-ShuffleNetV2-X.config Normal file
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{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "ShuffleNetV2"],
"width_multi" : ["float", 1.0],
"stages" : ["int", [24, 116, 232, 464, 1024]]
}

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configs/archs/NAS-CIFAR-GDAS_V1.config Normal file
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{
"arch" : ["str", "dxys"],
"genotype" : ["str", "GDAS_V1"],
"dataset" : ["str", "cifar"],
"ichannel" : ["int", 36],
"layers" : ["int", 6],
"stem_multi": ["int", 3],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0.2]
}

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configs/archs/NAS-CIFAR-NAS.config Normal file
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{
"arch" : ["str", "dxys"],
"genotype" : ["str", "NASNet"],
"dataset" : ["str", "cifar"],
"ichannel" : ["int", 33],
"layers" : ["int", 6],
"stem_multi": ["int", 3],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0.2]
}

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configs/archs/NAS-CIFAR-SETN.config Normal file
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{
"arch" : ["str", "dxys"],
"genotype" : ["str", "SETN"],
"dataset" : ["str", "cifar"],
"ichannel" : ["int", 36],
"layers" : ["int", 6],
"stem_multi": ["int", 3],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0.2]
}

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configs/archs/NAS-IMAGENET-DARTS_V2.config Normal file
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{
"arch" : ["str", "dxys"],
"genotype" : ["str", "DARTS_V2"],
"dataset" : ["str", "imagenet"],
"ichannel" : ["int", 48],
"layers" : ["int", 4],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0]
}

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configs/archs/NAS-IMAGENET-GDAS_V1.config Normal file
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{
"arch" : ["str", "dxys"],
"genotype" : ["str", "GDAS_V1"],
"dataset" : ["str", "imagenet"],
"ichannel" : ["int", 50],
"layers" : ["int", 4],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0]
}

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configs/archs/NAS-IMAGENET-SETN.config Normal file
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{
"arch" : ["str", "dxys"],
"genotype" : ["str", "SETN"],
"dataset" : ["str", "imagenet"],
"ichannel" : ["int", 58],
"layers" : ["int", 2],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0]
}

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configs/archs/NAS-IMAGENET-SETN1.config Normal file
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{
"arch" : ["str", "dxys"],
"genotype" : ["str", "SETN"],
"dataset" : ["str", "imagenet"],
"ichannel" : ["int", 73],
"layers" : ["int", 1],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0]
}

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configs/archs/NAS-IMAGENET-SETN2.config Normal file
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{
"arch" : ["str", "dxys"],
"genotype" : ["str", "SETN"],
"dataset" : ["str", "imagenet"],
"ichannel" : ["int", 58],
"layers" : ["int", 2],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0]
}

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configs/archs/NAS-IMAGENET-SETN3.config Normal file
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{
"arch" : ["str", "dxys"],
"genotype" : ["str", "SETN"],
"dataset" : ["str", "imagenet"],
"ichannel" : ["int", 49],
"layers" : ["int", 3],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0]
}

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configs/archs/NAS-IMAGENET-SETN4.config Normal file
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{
"arch" : ["str", "dxys"],
"genotype" : ["str", "SETN"],
"dataset" : ["str", "imagenet"],
"ichannel" : ["int", 44],
"layers" : ["int", 4],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0]
}