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Add CIFAR10 configs and models (open-mmlab#38)
* rename cifar configs * add cifar10 configs * fix linting * add params, flops and accuracy in docs * add cifar10 pretrained models and logs * use oss-accelerate url * del unused cifar10 configs
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,16 @@ | ||
| # model settings | ||
| model = dict( | ||
| type='ImageClassifier', | ||
| backbone=dict( | ||
| type='ResNet_CIFAR', | ||
| depth=101, | ||
| num_stages=4, | ||
| out_indices=(3, ), | ||
| style='pytorch'), | ||
| neck=dict(type='GlobalAveragePooling'), | ||
| head=dict( | ||
| type='LinearClsHead', | ||
| num_classes=10, | ||
| in_channels=2048, | ||
| loss=dict(type='CrossEntropyLoss', loss_weight=1.0), | ||
| )) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,16 @@ | ||
| # model settings | ||
| model = dict( | ||
| type='ImageClassifier', | ||
| backbone=dict( | ||
| type='ResNet_CIFAR', | ||
| depth=152, | ||
| num_stages=4, | ||
| out_indices=(3, ), | ||
| style='pytorch'), | ||
| neck=dict(type='GlobalAveragePooling'), | ||
| head=dict( | ||
| type='LinearClsHead', | ||
| num_classes=10, | ||
| in_channels=2048, | ||
| loss=dict(type='CrossEntropyLoss', loss_weight=1.0), | ||
| )) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,16 @@ | ||
| # model settings | ||
| model = dict( | ||
| type='ImageClassifier', | ||
| backbone=dict( | ||
| type='ResNet_CIFAR', | ||
| depth=34, | ||
| num_stages=4, | ||
| out_indices=(3, ), | ||
| style='pytorch'), | ||
| neck=dict(type='GlobalAveragePooling'), | ||
| head=dict( | ||
| type='LinearClsHead', | ||
| num_classes=10, | ||
| in_channels=512, | ||
| loss=dict(type='CrossEntropyLoss', loss_weight=1.0), | ||
| )) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,5 @@ | ||
| _base_ = [ | ||
| '../_base_/models/resnet101_cifar.py', | ||
| '../_base_/datasets/cifar10_bs16.py', | ||
| '../_base_/schedules/cifar10_bs128.py', '../_base_/default_runtime.py' | ||
| ] |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,5 @@ | ||
| _base_ = [ | ||
| '../_base_/models/resnet152_cifar.py', | ||
| '../_base_/datasets/cifar10_bs16.py', | ||
| '../_base_/schedules/cifar10_bs128.py', '../_base_/default_runtime.py' | ||
| ] |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,4 @@ | ||
| _base_ = [ | ||
| '../_base_/models/resnet18_cifar.py', '../_base_/datasets/cifar10_bs16.py', | ||
| '../_base_/schedules/cifar10_bs128.py', '../_base_/default_runtime.py' | ||
| ] |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,4 @@ | ||
| _base_ = [ | ||
| '../_base_/models/resnet34_cifar.py', '../_base_/datasets/cifar10_bs16.py', | ||
| '../_base_/schedules/cifar10_bs128.py', '../_base_/default_runtime.py' | ||
| ] |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,4 @@ | ||
| _base_ = [ | ||
| '../_base_/models/resnet50_cifar.py', '../_base_/datasets/cifar10_bs16.py', | ||
| '../_base_/schedules/cifar10_bs128.py', '../_base_/default_runtime.py' | ||
| ] |
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