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[Benchmark] Uploading FastFCN on ADE20K (#972)
* Uploading FastFCN on ADE20K * fixing lint error
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20 changes: 20 additions & 0 deletions
20
configs/fastfcn/fastfcn_r50-d32_jpu_aspp_512x512_160k_ade20k.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,20 @@ | ||
| # model settings | ||
| _base_ = './fastfcn_r50-d32_jpu_psp_512x512_160k_ade20k.py' | ||
| norm_cfg = dict(type='SyncBN', requires_grad=True) | ||
| model = dict( | ||
| decode_head=dict( | ||
| _delete_=True, | ||
| type='ASPPHead', | ||
| in_channels=2048, | ||
| in_index=2, | ||
| channels=512, | ||
| dilations=(1, 12, 24, 36), | ||
| dropout_ratio=0.1, | ||
| num_classes=150, | ||
| norm_cfg=norm_cfg, | ||
| align_corners=False, | ||
| loss_decode=dict( | ||
| type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0)), | ||
| # model training and testing settings | ||
| train_cfg=dict(), | ||
| test_cfg=dict(mode='whole')) |
20 changes: 20 additions & 0 deletions
20
configs/fastfcn/fastfcn_r50-d32_jpu_aspp_512x512_80k_ade20k.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,20 @@ | ||
| # model settings | ||
| _base_ = './fastfcn_r50-d32_jpu_psp_512x512_80k_ade20k.py' | ||
| norm_cfg = dict(type='SyncBN', requires_grad=True) | ||
| model = dict( | ||
| decode_head=dict( | ||
| _delete_=True, | ||
| type='ASPPHead', | ||
| in_channels=2048, | ||
| in_index=2, | ||
| channels=512, | ||
| dilations=(1, 12, 24, 36), | ||
| dropout_ratio=0.1, | ||
| num_classes=150, | ||
| norm_cfg=norm_cfg, | ||
| align_corners=False, | ||
| loss_decode=dict( | ||
| type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0)), | ||
| # model training and testing settings | ||
| train_cfg=dict(), | ||
| test_cfg=dict(mode='whole')) |
24 changes: 24 additions & 0 deletions
24
configs/fastfcn/fastfcn_r50-d32_jpu_enc_512x512_160k_ade20k.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,24 @@ | ||
| # model settings | ||
| _base_ = './fastfcn_r50-d32_jpu_psp_512x512_160k_ade20k.py' | ||
| norm_cfg = dict(type='SyncBN', requires_grad=True) | ||
| model = dict( | ||
| decode_head=dict( | ||
| _delete_=True, | ||
| type='EncHead', | ||
| in_channels=[512, 1024, 2048], | ||
| in_index=(0, 1, 2), | ||
| channels=512, | ||
| num_codes=32, | ||
| use_se_loss=True, | ||
| add_lateral=False, | ||
| dropout_ratio=0.1, | ||
| num_classes=150, | ||
| norm_cfg=norm_cfg, | ||
| align_corners=False, | ||
| loss_decode=dict( | ||
| type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), | ||
| loss_se_decode=dict( | ||
| type='CrossEntropyLoss', use_sigmoid=True, loss_weight=0.2)), | ||
| # model training and testing settings | ||
| train_cfg=dict(), | ||
| test_cfg=dict(mode='whole')) |
24 changes: 24 additions & 0 deletions
24
configs/fastfcn/fastfcn_r50-d32_jpu_enc_512x512_80k_ade20k.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,24 @@ | ||
| # model settings | ||
| _base_ = './fastfcn_r50-d32_jpu_psp_512x512_80k_ade20k.py' | ||
| norm_cfg = dict(type='SyncBN', requires_grad=True) | ||
| model = dict( | ||
| decode_head=dict( | ||
| _delete_=True, | ||
| type='EncHead', | ||
| in_channels=[512, 1024, 2048], | ||
| in_index=(0, 1, 2), | ||
| channels=512, | ||
| num_codes=32, | ||
| use_se_loss=True, | ||
| add_lateral=False, | ||
| dropout_ratio=0.1, | ||
| num_classes=150, | ||
| norm_cfg=norm_cfg, | ||
| align_corners=False, | ||
| loss_decode=dict( | ||
| type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), | ||
| loss_se_decode=dict( | ||
| type='CrossEntropyLoss', use_sigmoid=True, loss_weight=0.2)), | ||
| # model training and testing settings | ||
| train_cfg=dict(), | ||
| test_cfg=dict(mode='whole')) |
7 changes: 7 additions & 0 deletions
7
configs/fastfcn/fastfcn_r50-d32_jpu_psp_512x512_160k_ade20k.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,7 @@ | ||
| _base_ = [ | ||
| '../_base_/models/fastfcn_r50-d32_jpu_psp.py', | ||
| '../_base_/datasets/ade20k.py', '../_base_/default_runtime.py', | ||
| '../_base_/schedules/schedule_160k.py' | ||
| ] | ||
| model = dict( | ||
| decode_head=dict(num_classes=150), auxiliary_head=dict(num_classes=150)) |
7 changes: 7 additions & 0 deletions
7
configs/fastfcn/fastfcn_r50-d32_jpu_psp_512x512_80k_ade20k.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,7 @@ | ||
| _base_ = [ | ||
| '../_base_/models/fastfcn_r50-d32_jpu_psp.py', | ||
| '../_base_/datasets/ade20k.py', '../_base_/default_runtime.py', | ||
| '../_base_/schedules/schedule_80k.py' | ||
| ] | ||
| model = dict( | ||
| decode_head=dict(num_classes=150), auxiliary_head=dict(num_classes=150)) |