iicd/xautodl
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Add more algorithms

Browse Source
This commit is contained in:
D-X-Y
2019-09-28 18:24:47 +10:00
parent bfd6b648fd
commit cfb462e463
286 changed files with 10557 additions and 122955 deletions
Download Patch File Download Diff File Expand all files Collapse all files

27
configs/NAS-PTB-BASE.config
View File

@@ -1,27 +0,0 @@
{
"data_name" : ["str", "PTB"],
"data_path" : ["str", "./data/data/penn"],
"emsize" : ["int", 850],
"nhid" : ["int", 850],
"nhidlast" : ["int", 850],
"LR" : ["float", 20],
"clip" : ["float", 0.25],
"epochs" : ["int", 3000],
"train_batch": ["int", 64],
"eval_batch": ["int", 10],
"test_batch": ["int", 1],
"bptt" : ["int", 35],
"dropout" : ["float", 0.75],
"dropouth" : ["float", 0.25],
"dropoutx" : ["float", 0.75],
"dropouti" : ["float", 0.2],
"dropoute" : ["float", 0.1],
"nonmono" : ["int", 5],
"alpha" : ["float", 0],
"beta" : ["float", 1e-3],
"wdecay" : ["float", 8e-7],
"max_seq_len_delta" : ["int", 20]
}

27
configs/NAS-WT2-BASE.config
View File

@@ -1,27 +0,0 @@
{
"data_name" : ["str", "WT2"],
"data_path" : ["str", "./data/data/wikitext-2"],
"emsize" : ["int", 700],
"nhid" : ["int", 700],
"nhidlast" : ["int", 700],
"LR" : ["float", 20],
"clip" : ["float", 0.25],
"epochs" : ["int", 3000],
"train_batch": ["int", 64],
"eval_batch": ["int", 10],
"test_batch": ["int", 1],
"bptt" : ["int", 35],
"dropout" : ["float", 0.75],
"dropouth" : ["float", 0.15],
"dropoutx" : ["float", 0.75],
"dropouti" : ["float", 0.2],
"dropoute" : ["float", 0.1],
"nonmono" : ["int", 5],
"alpha" : ["float", 0],
"beta" : ["float", 1e-3],
"wdecay" : ["float", 5e-7],
"max_seq_len_delta" : ["int", 20]
}

10
configs/archs/CIFAR-DenseBC100-12.config Normal file
View File

@@ -0,0 +1,10 @@
{
"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"]
}

8
configs/archs/CIFAR-ResNet08.config Normal file
View File

@@ -0,0 +1,8 @@
{
"dataset" : ["str", "cifar"],
"arch" : ["str", "resnet"],
"depth" : ["int", 8],
"module" : ["str", "ResNetBasicblock"],
"super_type": ["str" , "basic"],
"zero_init_residual" : ["bool", "0"]
}

8
configs/archs/CIFAR-ResNet1001.config Normal file
View File

@@ -0,0 +1,8 @@
{
"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
View File

@@ -0,0 +1,8 @@
{
"dataset" : ["str", "cifar"],
"arch" : ["str", "resnet"],
"depth" : ["int", 110],
"module" : ["str", "ResNetBasicblock"],
"super_type": ["str" , "basic"],
"zero_init_residual" : ["bool", "0"]
}

8
configs/archs/CIFAR-ResNet164.config Normal file
View File

@@ -0,0 +1,8 @@
{
"dataset" : ["str", "cifar"],
"arch" : ["str", "resnet"],
"depth" : ["int", 164],
"module" : ["str", "ResNetBottleneck"],
"super_type": ["str" , "basic"],
"zero_init_residual" : ["bool", "0"]
}

8
configs/archs/CIFAR-ResNet20.config Normal file
View File

@@ -0,0 +1,8 @@
{
"dataset" : ["str", "cifar"],
"arch" : ["str", "resnet"],
"depth" : ["int", 20],
"module" : ["str", "ResNetBasicblock"],
"super_type": ["str" , "basic"],
"zero_init_residual" : ["bool", "0"]
}

8
configs/archs/CIFAR-ResNet32.config Normal file
View File

@@ -0,0 +1,8 @@
{
"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
View File

@@ -0,0 +1,8 @@
{
"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
View File

@@ -0,0 +1,8 @@
{
"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
View File

@@ -0,0 +1,9 @@
{
"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
View File

@@ -0,0 +1,9 @@
{
"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
View File

@@ -0,0 +1,12 @@
{
"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
View File

@@ -0,0 +1,12 @@
{
"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"]
}

11
configs/archs/ImageNet-ResNet152V1.config Normal file
View File

@@ -0,0 +1,11 @@
{
"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
View File

@@ -0,0 +1,11 @@
{
"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
View File

@@ -0,0 +1,11 @@
{
"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
View File

@@ -0,0 +1,12 @@
{
"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
View File

@@ -0,0 +1,11 @@
{
"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
View File

@@ -0,0 +1,11 @@
{
"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
View File

@@ -0,0 +1,12 @@
{
"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"]
}

12
configs/archs/ImageNet-ResNet34V2.config Normal file
View File

@@ -0,0 +1,12 @@
{
"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
View File

@@ -0,0 +1,12 @@
{
"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"]
}

12
configs/archs/ImageNet-ResNet50V2.config Normal file
View File

@@ -0,0 +1,12 @@
{
"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"]
}

12
configs/archs/ImageNet-ResNext50-32x4dV2.config Normal file
View File

@@ -0,0 +1,12 @@
{
"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"]
}

6
configs/archs/ImageNet-ShuffleNetV2-L.config Normal file
View File

@@ -0,0 +1,6 @@
{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "ShuffleNetV2"],
"width_multi" : ["float", 2.0],
"stages" : ["int", [24, 244, 488, 976, 2048]]
}

6
configs/archs/ImageNet-ShuffleNetV2-M.config Normal file
View File

@@ -0,0 +1,6 @@
{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "ShuffleNetV2"],
"width_multi" : ["float", 1.5],
"stages" : ["int", [24, 176, 352, 704, 1024]]
}

6
configs/archs/ImageNet-ShuffleNetV2-X.config Normal file
View File

@@ -0,0 +1,6 @@
{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "ShuffleNetV2"],
"width_multi" : ["float", 1.0],
"stages" : ["int", [24, 116, 232, 464, 1024]]
}

10
configs/archs/NAS-CIFAR-GDAS_V1.config Normal file
View File

@@ -0,0 +1,10 @@
{
"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]
}

10
configs/archs/NAS-CIFAR-NAS.config Normal file
View File

@@ -0,0 +1,10 @@
{
"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]
}

10
configs/archs/NAS-CIFAR-SETN.config Normal file
View File

@@ -0,0 +1,10 @@
{
"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]
}

9
configs/archs/NAS-IMAGENET-DARTS_V2.config Normal file
View File

@@ -0,0 +1,9 @@
{
"arch" : ["str", "dxys"],
"genotype" : ["str", "DARTS_V2"],
"dataset" : ["str", "imagenet"],
"ichannel" : ["int", 48],
"layers" : ["int", 4],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0]
}

9
configs/archs/NAS-IMAGENET-GDAS_V1.config Normal file
View File

@@ -0,0 +1,9 @@
{
"arch" : ["str", "dxys"],
"genotype" : ["str", "GDAS_V1"],
"dataset" : ["str", "imagenet"],
"ichannel" : ["int", 50],
"layers" : ["int", 4],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0]
}

9
configs/archs/NAS-IMAGENET-SETN.config Normal file
View File

@@ -0,0 +1,9 @@
{
"arch" : ["str", "dxys"],
"genotype" : ["str", "SETN"],
"dataset" : ["str", "imagenet"],
"ichannel" : ["int", 58],
"layers" : ["int", 2],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0]
}

9
configs/archs/NAS-IMAGENET-SETN1.config Normal file
View File

@@ -0,0 +1,9 @@
{
"arch" : ["str", "dxys"],
"genotype" : ["str", "SETN"],
"dataset" : ["str", "imagenet"],
"ichannel" : ["int", 73],
"layers" : ["int", 1],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0]
}

9
configs/archs/NAS-IMAGENET-SETN2.config Normal file
View File

@@ -0,0 +1,9 @@
{
"arch" : ["str", "dxys"],
"genotype" : ["str", "SETN"],
"dataset" : ["str", "imagenet"],
"ichannel" : ["int", 58],
"layers" : ["int", 2],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0]
}

9
configs/archs/NAS-IMAGENET-SETN3.config Normal file
View File

@@ -0,0 +1,9 @@
{
"arch" : ["str", "dxys"],
"genotype" : ["str", "SETN"],
"dataset" : ["str", "imagenet"],
"ichannel" : ["int", 49],
"layers" : ["int", 3],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0]
}

9
configs/archs/NAS-IMAGENET-SETN4.config Normal file
View File

@@ -0,0 +1,9 @@
{
"arch" : ["str", "dxys"],
"genotype" : ["str", "SETN"],
"dataset" : ["str", "imagenet"],
"ichannel" : ["int", 44],
"layers" : ["int", 4],
"auxiliary" : ["bool", 1],
"drop_path_prob": ["float", 0]
}

13
configs/compares/CIFAR010-TAS-R110.config Normal file
View File

@@ -0,0 +1,13 @@
{
"dataset" : ["str" , "cifar"],
"arch" : ["str" , "resnet"],
"depth" : ["int" , "110"],
"module" : ["str" , "ResNetBasicblock"],
"super_type" : ["str" , "infer-shape"],
"zero_init_residual" : ["bool" , "0"],
"class_num" : ["int" , "10"],
"search_mode" : ["str" , "shape"],
"xchannels" : ["int" , ["3", "16", "14", "16", "14", "16", "16", "16", "16", "16", "14", "16", "16", "16", "12", "16", "16", "16", "9", "16", "8", "16", "4", "16", "4", "4", "4", "16", "4", "4", "4", "4", "6", "6", "4", "6", "11", "4", "32", "32", "32", "32", "32", "32", "32", "32", "28", "32", "32", "28", "22", "22", "22", "32", "32", "25", "28", "9", "9", "28", "12", "9", "12", "32", "9", "9", "22", "12", "16", "9", "12", "9", "9", "9", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "38", "64", "25", "19", "19", "19", "19", "19", "25", "32", "19", "19", "25", "25", "19", "19", "38", "38", "19", "19", "51"]],
"xblocks" : ["int" , ["11", "11", "9"]],
"estimated_FLOP" : ["float" , "117.498238"]
}

13
configs/compares/CIFAR010-TAS-R56.config Normal file
View File

@@ -0,0 +1,13 @@
{
"dataset" : ["str" , "cifar"],
"arch" : ["str" , "resnet"],
"depth" : ["int" , "56"],
"module" : ["str" , "ResNetBasicblock"],
"super_type" : ["str" , "infer-shape"],
"zero_init_residual" : ["bool" , "0"],
"class_num" : ["int" , "10"],
"search_mode" : ["str" , "shape"],
"xchannels" : ["int" , ["3", "16", "16", "16", "14", "14", "14", "16", "12", "16", "6", "16", "4", "4", "4", "14", "4", "4", "6", "4", "32", "32", "32", "32", "32", "32", "22", "25", "16", "32", "19", "9", "9", "16", "25", "12", "16", "9", "64", "64", "64", "64", "64", "64", "64", "64", "64", "51", "19", "19", "32", "51", "25", "32", "19", "19"]],
"xblocks" : ["int" , ["5", "5", "5"]],
"estimated_FLOP" : ["float" , "57.52595"]
}

11
configs/compares/CIFAR100-FIX-R32.config Normal file
View File

@@ -0,0 +1,11 @@
{
"dataset" : ["str" , "cifar"],
"arch" : ["str" , "resnet"],
"depth" : ["int" , "32"],
"module" : ["str" , "ResNetBasicblock"],
"super_type" : ["str" , "infer-width"],
"zero_init_residual" : ["bool" , "0"],
"class_num" : ["int" , "100"],
"xchannels" : ["int" , ["3", "12", "12", "12", "12", "12", "12", "12", "12", "12", "12", "12", "25", "25", "25", "25", "25", "25", "25", "25", "25", "25", "50", "50", "50", "50", "50", "50", "50", "50", "50", "50"]],
"estimated_FLOP" : ["float" , "41.095816"]
}

11
configs/compares/CIFAR100-RAND-R32.config Normal file
View File

@@ -0,0 +1,11 @@
{
"dataset" : ["str" , "cifar"],
"arch" : ["str" , "resnet"],
"depth" : ["int" , "32"],
"module" : ["str" , "ResNetBasicblock"],
"super_type" : ["str" , "infer-width"],
"zero_init_residual" : ["bool" , "0"],
"class_num" : ["int" , "100"],
"xchannels" : ["int" , ["3", "4", "11", "11", "11", "12", "14", "16", "8", "9", "6", "12", "28", "32", "28", "32", "12", "25", "28", "22", "28", "25", "57", "19", "38", "64", "64", "51", "57", "64", "64", "57"]],
"estimated_FLOP" : ["float" , "42.908996"]
}

13
configs/compares/CIFAR100-TAS-R110.config Normal file
View File

@@ -0,0 +1,13 @@
{
"dataset" : ["str" , "cifar"],
"arch" : ["str" , "resnet"],
"depth" : ["int" , "110"],
"module" : ["str" , "ResNetBasicblock"],
"super_type" : ["str" , "infer-shape"],
"zero_init_residual" : ["bool" , "0"],
"class_num" : ["int" , "100"],
"search_mode" : ["str" , "shape"],
"xchannels" : ["int" , ["3", "16", "14", "16", "11", "14", "16", "16", "11", "16", "9", "14", "12", "16", "16", "16", "8", "16", "14", "16", "12", "4", "11", "16", "4", "4", "4", "16", "12", "4", "8", "4", "9", "4", "6", "14", "4", "4", "32", "32", "32", "32", "28", "28", "32", "32", "32", "32", "32", "28", "32", "28", "25", "32", "32", "32", "9", "9", "32", "32", "9", "25", "28", "32", "28", "9", "9", "32", "12", "12", "9", "22", "12", "9", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64", "44", "64", "57", "19", "19", "19", "19", "25", "19", "25", "19", "25", "19", "19", "25", "19", "19", "19", "25", "25", "19"]],
"xblocks" : ["int" , ["13", "9", "11"]],
"estimated_FLOP" : ["float" , "117.653164"]
}

11
configs/compares/CIFAR100-TAS-R32.config Normal file
View File

@@ -0,0 +1,11 @@
{
"dataset" : ["str" , "cifar"],
"arch" : ["str" , "resnet"],
"depth" : ["int" , "32"],
"module" : ["str" , "ResNetBasicblock"],
"super_type" : ["str" , "infer-width"],
"zero_init_residual" : ["bool" , "0"],
"class_num" : ["int" , "100"],
"xchannels" : ["int" , ["3", "16", "4", "4", "4", "14", "6", "4", "8", "4", "4", "4", "32", "32", "9", "28", "28", "28", "28", "28", "32", "32", "64", "64", "64", "64", "64", "64", "64", "64", "64", "64"]],
"estimated_FLOP" : ["float" , "42.493184"]
}

13
configs/compares/CIFAR100-TAS-R56.config Normal file
View File

@@ -0,0 +1,13 @@
{
"dataset" : ["str" , "cifar"],
"arch" : ["str" , "resnet"],
"depth" : ["int" , "56"],
"module" : ["str" , "ResNetBasicblock"],
"super_type" : ["str" , "infer-shape"],
"zero_init_residual" : ["bool" , "0"],
"class_num" : ["int" , "100"],
"search_mode" : ["str" , "shape"],
"xchannels" : ["int" , ["3", "16", "16", "9", "14", "16", "14", "16", "8", "16", "8", "14", "4", "4", "4", "8", "4", "6", "4", "4", "32", "32", "32", "28", "32", "32", "32", "22", "32", "32", "32", "9", "25", "19", "25", "12", "9", "9", "64", "64", "64", "64", "64", "64", "64", "64", "64", "51", "19", "19", "19", "19", "25", "38", "19", "19"]],
"xblocks" : ["int" , ["5", "5", "7"]],
"estimated_FLOP" : ["float" , "59.472556"]
}

8
configs/cos1800.config
View File

@@ -1,8 +0,0 @@
{
"type" : ["str", "cosine"],
"batch_size": ["int", 128],
"epochs" : ["int", 1800],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.0001],
"LR" : ["float", 0.2]
}

8
configs/cos600.config
View File

@@ -1,8 +0,0 @@
{
"type" : ["str", "cosine"],
"batch_size": ["int", 128],
"epochs" : ["int", 600],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.0005],
"LR" : ["float", 0.2]
}

14
configs/nas-cifar-cos-cut.config
View File

@@ -1,14 +0,0 @@
{
"type" : ["str", "cosine"],
"batch_size": ["int", 96],
"epochs" : ["int", 600],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.0003],
"LR" : ["float", 0.025],
"LR_MIN" : ["float", 0.0001],
"auxiliary" : ["bool", 1],
"auxiliary_weight" : ["float", 0.4],
"grad_clip" : ["float", 5],
"cutout" : ["int", 16],
"drop_path_prob" : ["float", 0.2]
}

14
configs/nas-cifar-cos-cutB128.config
View File

@@ -1,14 +0,0 @@
{
"type" : ["str", "cosine"],
"batch_size": ["int", 128],
"epochs" : ["int", 600],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.0003],
"LR" : ["float", 0.025],
"LR_MIN" : ["float", 0.0001],
"auxiliary" : ["bool", 1],
"auxiliary_weight" : ["float", 0.4],
"grad_clip" : ["float", 5],
"cutout" : ["int", 16],
"drop_path_prob" : ["float", 0.2]
}

14
configs/nas-cifar-cos-cutB64.config
View File

@@ -1,14 +0,0 @@
{
"type" : ["str", "cosine"],
"batch_size": ["int", 64],
"epochs" : ["int", 600],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.0003],
"LR" : ["float", 0.025],
"LR_MIN" : ["float", 0.0001],
"auxiliary" : ["bool", 1],
"auxiliary_weight" : ["float", 0.4],
"grad_clip" : ["float", 5],
"cutout" : ["int", 16],
"drop_path_prob" : ["float", 0.2]
}

14
configs/nas-cifar-cos-cutB96.config
View File

@@ -1,14 +0,0 @@
{
"type" : ["str", "cosine"],
"batch_size": ["int", 96],
"epochs" : ["int", 600],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.0003],
"LR" : ["float", 0.025],
"LR_MIN" : ["float", 0.0001],
"auxiliary" : ["bool", 1],
"auxiliary_weight" : ["float", 0.4],
"grad_clip" : ["float", 5],
"cutout" : ["int", 16],
"drop_path_prob" : ["float", 0.2]
}

14
configs/nas-cifar-cos-cutW1.config
View File

@@ -1,14 +0,0 @@
{
"type" : ["str", "cosine"],
"batch_size": ["int", 96],
"epochs" : ["int", 600],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.0001],
"LR" : ["float", 0.025],
"LR_MIN" : ["float", 0.0001],
"auxiliary" : ["bool", 1],
"auxiliary_weight" : ["float", 0.4],
"grad_clip" : ["float", 5],
"cutout" : ["int", 16],
"drop_path_prob" : ["float", 0.2]
}

14
configs/nas-cifar-cos-cutW3.config
View File

@@ -1,14 +0,0 @@
{
"type" : ["str", "cosine"],
"batch_size": ["int", 96],
"epochs" : ["int", 600],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.0003],
"LR" : ["float", 0.025],
"LR_MIN" : ["float", 0.0001],
"auxiliary" : ["bool", 1],
"auxiliary_weight" : ["float", 0.4],
"grad_clip" : ["float", 5],
"cutout" : ["int", 16],
"drop_path_prob" : ["float", 0.2]
}

14
configs/nas-cifar-cos-cutW5.config
View File

@@ -1,14 +0,0 @@
{
"type" : ["str", "cosine"],
"batch_size": ["int", 96],
"epochs" : ["int", 600],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.0005],
"LR" : ["float", 0.025],
"LR_MIN" : ["float", 0.0001],
"auxiliary" : ["bool", 1],
"auxiliary_weight" : ["float", 0.4],
"grad_clip" : ["float", 5],
"cutout" : ["int", 16],
"drop_path_prob" : ["float", 0.2]
}

14
configs/nas-cifar-cos-nocut.config
View File

@@ -1,14 +0,0 @@
{
"type" : ["str", "cosine"],
"batch_size": ["int", 96],
"epochs" : ["int", 600],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.0003],
"LR" : ["float", 0.025],
"LR_MIN" : ["float", 0.0001],
"auxiliary" : ["bool", 1],
"auxiliary_weight" : ["float", 0.4],
"grad_clip" : ["float", 5],
"cutout" : ["int", 0],
"drop_path_prob" : ["float", 0.3]
}

15
configs/nas-imagenet-B128.config
View File

@@ -1,15 +0,0 @@
{
"type" : ["str", "steplr"],
"batch_size": ["int", 128],
"epochs" : ["int", 250],
"decay_period": ["int", 1],
"gamma" : ["float", 0.97],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.00003],
"LR" : ["float", 0.1],
"label_smooth": ["float", 0.1],
"auxiliary" : ["bool", 1],
"auxiliary_weight" : ["float", 0.4],
"grad_clip" : ["float", 5],
"drop_path_prob" : ["float", 0]
}

15
configs/nas-imagenet-B256.config
View File

@@ -1,15 +0,0 @@
{
"type" : ["str", "steplr"],
"batch_size": ["int", 256],
"epochs" : ["int", 250],
"decay_period": ["int", 1],
"gamma" : ["float", 0.97],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.00003],
"LR" : ["float", 0.1],
"label_smooth": ["float", 0.1],
"auxiliary" : ["bool", 1],
"auxiliary_weight" : ["float", 0.4],
"grad_clip" : ["float", 5],
"drop_path_prob" : ["float", 0]
}

15
configs/nas-imagenet.config
View File

@@ -1,15 +0,0 @@
{
"type" : ["str", "steplr"],
"batch_size": ["int", 128],
"epochs" : ["int", 250],
"decay_period": ["int", 1],
"gamma" : ["float", 0.97],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.00003],
"LR" : ["float", 0.1],
"label_smooth": ["float", 0.1],
"auxiliary" : ["bool", 1],
"auxiliary_weight" : ["float", 0.4],
"grad_clip" : ["float", 5],
"drop_path_prob" : ["float", 0]
}

13
configs/opts-1K/ImageNet-E120-Cos-Soft.config Normal file
View File

@@ -0,0 +1,13 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "120"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.5"],
"decay" : ["float", "0.0001"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"auxiliary": ["float", "-1"]
}

13
configs/opts/CIFAR-E300-W5-L1-COS.config Normal file
View File

@@ -0,0 +1,13 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "300"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"auxiliary": ["float", "-1"]
}

12
configs/opts/CIFAR-E300-W5-L4-COS.config Normal file
View File

@@ -0,0 +1,12 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "300"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.4"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"]
}

12
configs/opts/CIFAR-E600-W5-L1-COS.config Normal file
View File

@@ -0,0 +1,12 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "600"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"]
}

13
configs/opts/CIFAR-Fast-Random.config Normal file
View File

@@ -0,0 +1,13 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "100"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"auxiliary": ["float", "-1"]
}

13
configs/opts/CIFAR-Slow-Random.config Normal file
View File

@@ -0,0 +1,13 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "300"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"auxiliary": ["float", "-1"]
}

13
configs/opts/Com-Paddle-NAS.config Normal file
View File

@@ -0,0 +1,13 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "595"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.025"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"auxiliary": ["float", "0.4"]
}

13
configs/opts/Com-Paddle-RES.config Normal file
View File

@@ -0,0 +1,13 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "300"],
"warmup" : ["int", "5"] ,
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool" , "1"] ,
"criterion": ["str" , "Softmax"],
"auxiliary": ["float", "-1"]
}

14
configs/opts/ImageNet-E120-Cos-Smooth.config Normal file
View File

@@ -0,0 +1,14 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "120"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0001"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "SmoothSoftmax"],
"label_smooth": ["float", 0.1],
"auxiliary": ["float", "-1"]
}

13
configs/opts/ImageNet-E120-Cos-Soft.config Normal file
View File

@@ -0,0 +1,13 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "120"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0001"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"auxiliary": ["float", "-1"]
}

14
configs/opts/ImageNet-E120-Step-Soft.config Normal file
View File

@@ -0,0 +1,14 @@
{
"scheduler": ["str", "multistep"],
"epochs" : ["int", "120"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"milestones":["int", [30, 60, 90]],
"gammas" : ["float", [0.1, 0.1, 0.1]],
"decay" : ["float", "0.0001"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"auxiliary": ["float", "-1"]
}

14
configs/opts/ImageNet-E150-MobileFast.config Normal file
View File

@@ -0,0 +1,14 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "150"],
"warmup" : ["int", "0"],
"gamma" : ["float", "0.98"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.05"],
"decay" : ["float", "0.00004"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "0"],
"criterion": ["str", "Softmax"],
"auxiliary": ["float", "-1"]
}

15
configs/opts/ImageNet-E150-MobileFastS.config Normal file
View File

@@ -0,0 +1,15 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "150"],
"warmup" : ["int", "0"],
"gamma" : ["float", "0.98"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.05"],
"decay" : ["float", "0.00004"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "0"],
"criterion": ["str", "SmoothSoftmax"],
"label_smooth": ["float", 0.1],
"auxiliary": ["float", "-1"]
}

14
configs/opts/ImageNet-E240-Shuffle.config Normal file
View File

@@ -0,0 +1,14 @@
{
"scheduler": ["str", "linear"],
"LR_min" : ["float", "0.0"],
"epochs" : ["int", "240"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.5"],
"decay" : ["float", "0.00004"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "SmoothSoftmax"],
"label_smooth": ["float", 0.1],
"auxiliary": ["float", "-1"]
}

14
configs/opts/ImageNet-E480-MobileS.config Normal file
View File

@@ -0,0 +1,14 @@
{
"scheduler": ["str", "exponential"],
"epochs" : ["int", "480"],
"warmup" : ["int", "0"],
"gamma" : ["float", "0.98"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.045"],
"decay" : ["float", "0.00004"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "0"],
"criterion": ["str", "SmoothSoftmax"],
"label_smooth": ["float", 0.1],
"auxiliary": ["float", "-1"]
}

13
configs/opts/NAS-CIFAR-V2.config Normal file
View File

@@ -0,0 +1,13 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "595"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.025"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"auxiliary": ["float", "0.4"]
}

13
configs/opts/NAS-CIFAR.config Normal file
View File

@@ -0,0 +1,13 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "295"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.025"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"auxiliary": ["float", "0.4"]
}

14
configs/opts/NAS-IMAGENET.config Normal file
View File

@@ -0,0 +1,14 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "245"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.00003"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "SmoothSoftmax"],
"label_smooth": ["float", 0.1],
"auxiliary" : ["float", "0.4"]
}

10
configs/pyramidC10.config
View File

@@ -1,10 +0,0 @@
{
"type" : ["str", "multistep"],
"batch_size": ["int", 128],
"epochs" : ["int", 300],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.0001],
"LR" : ["float", 0.1],
"milestones": ["int", [150, 225]],
"gammas" : ["float", [0.1, 0.1]]
}

10
configs/pyramidC100.config
View File

@@ -1,10 +0,0 @@
{
"type" : ["str", "multistep"],
"batch_size": ["int", 128],
"epochs" : ["int", 300],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.0001],
"LR" : ["float", 0.5],
"milestones": ["int", [150, 225]],
"gammas" : ["float", [0.1, 0.1]]
}

10
configs/resnet165.config
View File

@@ -1,10 +0,0 @@
{
"type" : ["str", "multistep"],
"batch_size": ["int", 128],
"epochs" : ["int", 165],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.0001],
"LR" : ["float", 0.01],
"milestones": ["int", [1, 83, 124]],
"gammas" : ["float", [10, 0.1, 0.1]]
}

10
configs/resnet200.config
View File

@@ -1,10 +0,0 @@
{
"type" : ["str", "multistep"],
"batch_size": ["int", 128],
"epochs" : ["int", 200],
"momentum" : ["float", 0.9],
"decay" : ["float", 0.0005],
"LR" : ["float", 0.01],
"milestones": ["int", [1 , 60, 120, 160]],
"gammas" : ["float", [10, 0.2, 0.2, 0.2]]
}

14
configs/search-KD-opts/ImageNet-E120-Cos-Soft.config Normal file
View File

@@ -0,0 +1,14 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "125"],
"T_max" : ["int", "120"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0001"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"auxiliary": ["float", "-1"]
}

15
configs/search-KD-opts/ImageNet-E150-MobileFast.config Normal file
View File

@@ -0,0 +1,15 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "155"],
"T_max" : ["int", "150"],
"warmup" : ["int", "0"],
"gamma" : ["float", "0.98"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.05"],
"decay" : ["float", "0.00004"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "0"],
"criterion": ["str", "Softmax"],
"auxiliary": ["float", "-1"]
}

9
configs/search-archs/ImageNet-MobileNetV2-X.config Normal file
View File

@@ -0,0 +1,9 @@
{
"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"]
}

8
configs/search-archs/ImageNet-ResNet18V1.config Normal file
View File

@@ -0,0 +1,8 @@
{
"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"]
}

8
configs/search-archs/ImageNet-ResNet34V1.config Normal file
View File

@@ -0,0 +1,8 @@
{
"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"]
}

8
configs/search-archs/ImageNet-ResNet50V1.config Normal file
View File

@@ -0,0 +1,8 @@
{
"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"]
}

14
configs/search-opts/CIFAR.config Normal file
View File

@@ -0,0 +1,14 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "300"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"arch_LR" : ["float", "0.001"],
"arch_decay" : ["float", "0.001"]
}

14
configs/search-opts/CIFARX.config Normal file
View File

@@ -0,0 +1,14 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "600"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"arch_LR" : ["float", "0.001"],
"arch_decay" : ["float", "0.001"]
}

14
configs/search-opts/CIFARXX.config Normal file
View File

@@ -0,0 +1,14 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "900"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"arch_LR" : ["float", "0.001"],
"arch_decay" : ["float", "0.001"]
}

15
configs/search-opts/ImageNet-MobileFast.config Normal file
View File

@@ -0,0 +1,15 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "150"],
"warmup" : ["int", "0"],
"gamma" : ["float", "0.98"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.05"],
"decay" : ["float", "0.00004"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "0"],
"criterion": ["str", "Softmax"],
"arch_LR" : ["float", "0.001"],
"arch_decay" : ["float", "0.001"]
}

14
configs/search-opts/ImageNet-ResNet.config Normal file
View File

@@ -0,0 +1,14 @@
{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "115"],
"warmup" : ["int", "5"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0001"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"arch_LR" : ["float", "0.001"],
"arch_decay" : ["float", "0.001"]
}

8
configs/temps/T-MobileNetV2-X.config Normal file
View File

@@ -0,0 +1,8 @@
{
"dataset" : ["str", "imagenet"],
"arch" : ["str", "MobileNetV2"],
"dropout" : ["float", 0.0],
"super_type" : ["str", "infer-shape"],
"xchannels" : ["str", "3-32 32-16 16-96-24 24-86-24 24-86-32 32-96-32 32-77-32 32-77-32 32-231-48 48-269-48 48-269-64 64-269-64 64-192-67 67-246-77 77-288-96 96-346-96 96-576-160 160-480-128 128-576-320 320-768"],
"xblocks" : ["int", [1, 2, 3, 3, 3, 3, 1]]
}

14
configs/temps/T-ResNet18.config Normal file
View File

@@ -0,0 +1,14 @@
{
"dataset" : ["str" , "imagenet"],
"arch" : ["str" , "resnet"],
"block_name" : ["str" , "BasicBlock"],
"layers" : ["int" , ["2", "2", "2", "2"]],
"deep_stem" : ["bool" , "0"],
"class_num" : ["int" , "1000"],
"search_mode" : ["str" , "shape"],
"xchannels" : ["int" , ["3", "48", "64", "38", "25", "57", "102", "89", "102", "115", "128", "230", "230", "256", "153", "358", "358", "460"]],
"xblocks" : ["int" , ["2", "2", "2", "2"]],
"super_type" : ["str" , "infer-shape"],
"estimated_FLOP" : ["float" , "953.381522"],
"zero_init_residual" : ["bool" , "1"]
}

14
configs/temps/T-ResNet50.config Normal file
View File

@@ -0,0 +1,14 @@
{
"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"],
"class_num" : ["int" , "1000"],
"search_mode" : ["str" , "shape"],
"xchannels" : ["int" , ["3", "45", "45", "30", "102", "33", "60", "154", "68", "70", "180", "38", "38", "307", "38", "38", "410", "64", "128", "358", "38", "51", "256", "76", "76", "512", "76", "76", "512", "179", "256", "614", "100", "102", "307", "179", "230", "614", "204", "102", "307", "153", "153", "1228", "512", "512", "1434", "512", "512", "1844"]],
"xblocks" : ["int" , ["3", "4", "5", "3"]],
"super_type" : ["str" , "infer-shape"],
"estimated_FLOP" : ["float" , "2291.316289"]
}

14
configs/temps/X-ResNet18.config Normal file
View File

@@ -0,0 +1,14 @@
{
"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"],
"class_num" : ["int" , "1000"],
"search_mode" : ["str" , "shape"],
"xchannels" : ["int" , ["3", "64", "25", "64", "38", "19", "128", "128", "38", "38", "256", "256", "256", "256", "512", "512", "512", "512"]],
"xblocks" : ["int" , ["1", "1", "2", "2"]],
"super_type" : ["str" , "infer-shape"],
"estimated_FLOP" : ["float" , "1120.44032"]
}

14
configs/temps/X-ResNet50.config Normal file
View File

@@ -0,0 +1,14 @@
{
"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"],
"class_num" : ["int" , "1000"],
"search_mode" : ["str" , "shape"],
"xchannels" : ["int" , ["3", "64", "64", "64", "230", "25", "19", "128", "19", "38", "76", "128", "128", "512", "38", "38", "204", "38", "51", "256", "51", "51", "153", "256", "256", "1024", "256", "256", "1024", "256", "256", "921", "256", "256", "1024", "76", "76", "614", "102", "76", "307", "512", "512", "2048", "512", "512", "2048", "512", "512", "2048"]],
"xblocks" : ["int" , ["1", "1", "2", "3"]],
"super_type" : ["str" , "infer-shape"],
"estimated_FLOP" : ["float" , "1680.93696"]
}