From 009a82c22683ece77a7f55f2d8b76079f4ec3f15 Mon Sep 17 00:00:00 2001
From: Ye Liu <879316283@qq.com>
Date: Fri, 2 Aug 2019 17:19:36 +0800
Subject: [PATCH] Change 'modelzoo' to 'torchvision' (#1016)

---
 configs/cascade_mask_rcnn_r101_fpn_1x.py                        | 2 +-
 configs/cascade_mask_rcnn_r50_fpn_1x.py                         | 2 +-
 configs/cascade_rcnn_r101_fpn_1x.py                             | 2 +-
 configs/cascade_rcnn_r50_fpn_1x.py                              | 2 +-
 configs/dcn/cascade_mask_rcnn_dconv_c3-c5_r50_fpn_1x.py         | 2 +-
 configs/dcn/cascade_rcnn_dconv_c3-c5_r50_fpn_1x.py              | 2 +-
 configs/dcn/faster_rcnn_dconv_c3-c5_r50_fpn_1x.py               | 2 +-
 configs/dcn/faster_rcnn_dpool_r50_fpn_1x.py                     | 2 +-
 configs/dcn/faster_rcnn_mdconv_c3-c5_r50_fpn_1x.py              | 2 +-
 configs/dcn/faster_rcnn_mdpool_r50_fpn_1x.py                    | 2 +-
 configs/dcn/mask_rcnn_dconv_c3-c5_r50_fpn_1x.py                 | 2 +-
 .../faster_rcnn_r50_fpn_attention_0010_1x.py                    | 2 +-
 .../faster_rcnn_r50_fpn_attention_0010_dcn_1x.py                | 2 +-
 .../faster_rcnn_r50_fpn_attention_1111_1x.py                    | 2 +-
 .../faster_rcnn_r50_fpn_attention_1111_dcn_1x.py                | 2 +-
 configs/fast_mask_rcnn_r101_fpn_1x.py                           | 2 +-
 configs/fast_mask_rcnn_r50_fpn_1x.py                            | 2 +-
 configs/fast_rcnn_r101_fpn_1x.py                                | 2 +-
 configs/fast_rcnn_r50_fpn_1x.py                                 | 2 +-
 configs/faster_rcnn_ohem_r50_fpn_1x.py                          | 2 +-
 configs/faster_rcnn_r101_fpn_1x.py                              | 2 +-
 configs/faster_rcnn_r50_fpn_1x.py                               | 2 +-
 configs/fp16/faster_rcnn_r50_fpn_fp16_1x.py                     | 2 +-
 configs/fp16/mask_rcnn_r50_fpn_fp16_1x.py                       | 2 +-
 configs/fp16/retinanet_r50_fpn_fp16_1x.py                       | 2 +-
 configs/gcnet/mask_rcnn_r16_gcb_c3-c5_r50_fpn_1x.py             | 2 +-
 configs/gcnet/mask_rcnn_r16_gcb_c3-c5_r50_fpn_syncbn_1x.py      | 2 +-
 configs/gcnet/mask_rcnn_r4_gcb_c3-c5_r50_fpn_1x.py              | 2 +-
 configs/gcnet/mask_rcnn_r4_gcb_c3-c5_r50_fpn_syncbn_1x.py       | 2 +-
 configs/gcnet/mask_rcnn_r50_fpn_sbn_1x.py                       | 2 +-
 configs/ghm/retinanet_ghm_r50_fpn_1x.py                         | 2 +-
 configs/grid_rcnn/grid_rcnn_gn_head_r50_fpn_2x.py               | 2 +-
 configs/htc/htc_r101_fpn_20e.py                                 | 2 +-
 configs/htc/htc_r50_fpn_1x.py                                   | 2 +-
 configs/htc/htc_r50_fpn_20e.py                                  | 2 +-
 configs/htc/htc_without_semantic_r50_fpn_1x.py                  | 2 +-
 configs/libra_rcnn/libra_fast_rcnn_r50_fpn_1x.py                | 2 +-
 configs/libra_rcnn/libra_faster_rcnn_r101_fpn_1x.py             | 2 +-
 configs/libra_rcnn/libra_faster_rcnn_r50_fpn_1x.py              | 2 +-
 configs/libra_rcnn/libra_retinanet_r50_fpn_1x.py                | 2 +-
 configs/mask_rcnn_r101_fpn_1x.py                                | 2 +-
 configs/mask_rcnn_r50_fpn_1x.py                                 | 2 +-
 configs/pascal_voc/faster_rcnn_r50_fpn_1x_voc0712.py            | 2 +-
 configs/retinanet_r101_fpn_1x.py                                | 2 +-
 configs/retinanet_r50_fpn_1x.py                                 | 2 +-
 configs/rpn_r101_fpn_1x.py                                      | 2 +-
 configs/rpn_r50_fpn_1x.py                                       | 2 +-
 47 files changed, 47 insertions(+), 47 deletions(-)

diff --git a/configs/cascade_mask_rcnn_r101_fpn_1x.py b/configs/cascade_mask_rcnn_r101_fpn_1x.py
index 574b5aa..1b63d2b 100644
--- a/configs/cascade_mask_rcnn_r101_fpn_1x.py
+++ b/configs/cascade_mask_rcnn_r101_fpn_1x.py
@@ -2,7 +2,7 @@
 model = dict(
     type='CascadeRCNN',
     num_stages=3,
-    pretrained='modelzoo://resnet101',
+    pretrained='torchvision://resnet101',
     backbone=dict(
         type='ResNet',
         depth=101,
diff --git a/configs/cascade_mask_rcnn_r50_fpn_1x.py b/configs/cascade_mask_rcnn_r50_fpn_1x.py
index 64923c3..39450b8 100644
--- a/configs/cascade_mask_rcnn_r50_fpn_1x.py
+++ b/configs/cascade_mask_rcnn_r50_fpn_1x.py
@@ -2,7 +2,7 @@
 model = dict(
     type='CascadeRCNN',
     num_stages=3,
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/cascade_rcnn_r101_fpn_1x.py b/configs/cascade_rcnn_r101_fpn_1x.py
index 35a7aa8..a091314 100644
--- a/configs/cascade_rcnn_r101_fpn_1x.py
+++ b/configs/cascade_rcnn_r101_fpn_1x.py
@@ -2,7 +2,7 @@
 model = dict(
     type='CascadeRCNN',
     num_stages=3,
-    pretrained='modelzoo://resnet101',
+    pretrained='torchvision://resnet101',
     backbone=dict(
         type='ResNet',
         depth=101,
diff --git a/configs/cascade_rcnn_r50_fpn_1x.py b/configs/cascade_rcnn_r50_fpn_1x.py
index bc33238..045f0eb 100644
--- a/configs/cascade_rcnn_r50_fpn_1x.py
+++ b/configs/cascade_rcnn_r50_fpn_1x.py
@@ -2,7 +2,7 @@
 model = dict(
     type='CascadeRCNN',
     num_stages=3,
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/dcn/cascade_mask_rcnn_dconv_c3-c5_r50_fpn_1x.py b/configs/dcn/cascade_mask_rcnn_dconv_c3-c5_r50_fpn_1x.py
index c564809..2865922 100644
--- a/configs/dcn/cascade_mask_rcnn_dconv_c3-c5_r50_fpn_1x.py
+++ b/configs/dcn/cascade_mask_rcnn_dconv_c3-c5_r50_fpn_1x.py
@@ -2,7 +2,7 @@
 model = dict(
     type='CascadeRCNN',
     num_stages=3,
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/dcn/cascade_rcnn_dconv_c3-c5_r50_fpn_1x.py b/configs/dcn/cascade_rcnn_dconv_c3-c5_r50_fpn_1x.py
index 204370d..d3ea852 100644
--- a/configs/dcn/cascade_rcnn_dconv_c3-c5_r50_fpn_1x.py
+++ b/configs/dcn/cascade_rcnn_dconv_c3-c5_r50_fpn_1x.py
@@ -2,7 +2,7 @@
 model = dict(
     type='CascadeRCNN',
     num_stages=3,
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/dcn/faster_rcnn_dconv_c3-c5_r50_fpn_1x.py b/configs/dcn/faster_rcnn_dconv_c3-c5_r50_fpn_1x.py
index 80c3a58..0f02899 100644
--- a/configs/dcn/faster_rcnn_dconv_c3-c5_r50_fpn_1x.py
+++ b/configs/dcn/faster_rcnn_dconv_c3-c5_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FasterRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/dcn/faster_rcnn_dpool_r50_fpn_1x.py b/configs/dcn/faster_rcnn_dpool_r50_fpn_1x.py
index eeede41..ec38722 100644
--- a/configs/dcn/faster_rcnn_dpool_r50_fpn_1x.py
+++ b/configs/dcn/faster_rcnn_dpool_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FasterRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/dcn/faster_rcnn_mdconv_c3-c5_r50_fpn_1x.py b/configs/dcn/faster_rcnn_mdconv_c3-c5_r50_fpn_1x.py
index a6d53b1..1aca07e 100644
--- a/configs/dcn/faster_rcnn_mdconv_c3-c5_r50_fpn_1x.py
+++ b/configs/dcn/faster_rcnn_mdconv_c3-c5_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FasterRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/dcn/faster_rcnn_mdpool_r50_fpn_1x.py b/configs/dcn/faster_rcnn_mdpool_r50_fpn_1x.py
index d033cdf..bb8d3c4 100644
--- a/configs/dcn/faster_rcnn_mdpool_r50_fpn_1x.py
+++ b/configs/dcn/faster_rcnn_mdpool_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FasterRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/dcn/mask_rcnn_dconv_c3-c5_r50_fpn_1x.py b/configs/dcn/mask_rcnn_dconv_c3-c5_r50_fpn_1x.py
index 33ca7ff..6f910aa 100644
--- a/configs/dcn/mask_rcnn_dconv_c3-c5_r50_fpn_1x.py
+++ b/configs/dcn/mask_rcnn_dconv_c3-c5_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='MaskRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/empirical_attention/faster_rcnn_r50_fpn_attention_0010_1x.py b/configs/empirical_attention/faster_rcnn_r50_fpn_attention_0010_1x.py
index a0bc831..4adba5d 100644
--- a/configs/empirical_attention/faster_rcnn_r50_fpn_attention_0010_1x.py
+++ b/configs/empirical_attention/faster_rcnn_r50_fpn_attention_0010_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FasterRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/empirical_attention/faster_rcnn_r50_fpn_attention_0010_dcn_1x.py b/configs/empirical_attention/faster_rcnn_r50_fpn_attention_0010_dcn_1x.py
index 9a6f586..f8e1f83 100644
--- a/configs/empirical_attention/faster_rcnn_r50_fpn_attention_0010_dcn_1x.py
+++ b/configs/empirical_attention/faster_rcnn_r50_fpn_attention_0010_dcn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FasterRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/empirical_attention/faster_rcnn_r50_fpn_attention_1111_1x.py b/configs/empirical_attention/faster_rcnn_r50_fpn_attention_1111_1x.py
index bfde7ba..4a43cce 100644
--- a/configs/empirical_attention/faster_rcnn_r50_fpn_attention_1111_1x.py
+++ b/configs/empirical_attention/faster_rcnn_r50_fpn_attention_1111_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FasterRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/empirical_attention/faster_rcnn_r50_fpn_attention_1111_dcn_1x.py b/configs/empirical_attention/faster_rcnn_r50_fpn_attention_1111_dcn_1x.py
index 3ffd518..0a3cf0e 100644
--- a/configs/empirical_attention/faster_rcnn_r50_fpn_attention_1111_dcn_1x.py
+++ b/configs/empirical_attention/faster_rcnn_r50_fpn_attention_1111_dcn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FasterRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/fast_mask_rcnn_r101_fpn_1x.py b/configs/fast_mask_rcnn_r101_fpn_1x.py
index d80e326..0a9fc45 100644
--- a/configs/fast_mask_rcnn_r101_fpn_1x.py
+++ b/configs/fast_mask_rcnn_r101_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FastRCNN',
-    pretrained='modelzoo://resnet101',
+    pretrained='torchvision://resnet101',
     backbone=dict(
         type='ResNet',
         depth=101,
diff --git a/configs/fast_mask_rcnn_r50_fpn_1x.py b/configs/fast_mask_rcnn_r50_fpn_1x.py
index 88d3eb0..81a46e6 100644
--- a/configs/fast_mask_rcnn_r50_fpn_1x.py
+++ b/configs/fast_mask_rcnn_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FastRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/fast_rcnn_r101_fpn_1x.py b/configs/fast_rcnn_r101_fpn_1x.py
index d39eee5..51cca7a 100644
--- a/configs/fast_rcnn_r101_fpn_1x.py
+++ b/configs/fast_rcnn_r101_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FastRCNN',
-    pretrained='modelzoo://resnet101',
+    pretrained='torchvision://resnet101',
     backbone=dict(
         type='ResNet',
         depth=101,
diff --git a/configs/fast_rcnn_r50_fpn_1x.py b/configs/fast_rcnn_r50_fpn_1x.py
index 8764192..8d58453 100644
--- a/configs/fast_rcnn_r50_fpn_1x.py
+++ b/configs/fast_rcnn_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FastRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/faster_rcnn_ohem_r50_fpn_1x.py b/configs/faster_rcnn_ohem_r50_fpn_1x.py
index a8ea239..9e65c10 100644
--- a/configs/faster_rcnn_ohem_r50_fpn_1x.py
+++ b/configs/faster_rcnn_ohem_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FasterRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/faster_rcnn_r101_fpn_1x.py b/configs/faster_rcnn_r101_fpn_1x.py
index 379382a..f77028e 100644
--- a/configs/faster_rcnn_r101_fpn_1x.py
+++ b/configs/faster_rcnn_r101_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FasterRCNN',
-    pretrained='modelzoo://resnet101',
+    pretrained='torchvision://resnet101',
     backbone=dict(
         type='ResNet',
         depth=101,
diff --git a/configs/faster_rcnn_r50_fpn_1x.py b/configs/faster_rcnn_r50_fpn_1x.py
index f4ee369..a6049cd 100644
--- a/configs/faster_rcnn_r50_fpn_1x.py
+++ b/configs/faster_rcnn_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FasterRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/fp16/faster_rcnn_r50_fpn_fp16_1x.py b/configs/fp16/faster_rcnn_r50_fpn_fp16_1x.py
index 2e844a2..161a975 100644
--- a/configs/fp16/faster_rcnn_r50_fpn_fp16_1x.py
+++ b/configs/fp16/faster_rcnn_r50_fpn_fp16_1x.py
@@ -4,7 +4,7 @@ fp16 = dict(loss_scale=512.)
 # model settings
 model = dict(
     type='FasterRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/fp16/mask_rcnn_r50_fpn_fp16_1x.py b/configs/fp16/mask_rcnn_r50_fpn_fp16_1x.py
index 092978b..31b32f0 100644
--- a/configs/fp16/mask_rcnn_r50_fpn_fp16_1x.py
+++ b/configs/fp16/mask_rcnn_r50_fpn_fp16_1x.py
@@ -4,7 +4,7 @@ fp16 = dict(loss_scale=512.)
 # model settings
 model = dict(
     type='MaskRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/fp16/retinanet_r50_fpn_fp16_1x.py b/configs/fp16/retinanet_r50_fpn_fp16_1x.py
index 8b5ce0c..87432f7 100644
--- a/configs/fp16/retinanet_r50_fpn_fp16_1x.py
+++ b/configs/fp16/retinanet_r50_fpn_fp16_1x.py
@@ -4,7 +4,7 @@ fp16 = dict(loss_scale=512.)
 # model settings
 model = dict(
     type='RetinaNet',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/gcnet/mask_rcnn_r16_gcb_c3-c5_r50_fpn_1x.py b/configs/gcnet/mask_rcnn_r16_gcb_c3-c5_r50_fpn_1x.py
index 580c6de..480e403 100644
--- a/configs/gcnet/mask_rcnn_r16_gcb_c3-c5_r50_fpn_1x.py
+++ b/configs/gcnet/mask_rcnn_r16_gcb_c3-c5_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='MaskRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/gcnet/mask_rcnn_r16_gcb_c3-c5_r50_fpn_syncbn_1x.py b/configs/gcnet/mask_rcnn_r16_gcb_c3-c5_r50_fpn_syncbn_1x.py
index 0706c23..349a52a 100644
--- a/configs/gcnet/mask_rcnn_r16_gcb_c3-c5_r50_fpn_syncbn_1x.py
+++ b/configs/gcnet/mask_rcnn_r16_gcb_c3-c5_r50_fpn_syncbn_1x.py
@@ -3,7 +3,7 @@ norm_cfg = dict(type='SyncBN', requires_grad=True)
 
 model = dict(
     type='MaskRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/gcnet/mask_rcnn_r4_gcb_c3-c5_r50_fpn_1x.py b/configs/gcnet/mask_rcnn_r4_gcb_c3-c5_r50_fpn_1x.py
index ec91f91..08b2605 100644
--- a/configs/gcnet/mask_rcnn_r4_gcb_c3-c5_r50_fpn_1x.py
+++ b/configs/gcnet/mask_rcnn_r4_gcb_c3-c5_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='MaskRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/gcnet/mask_rcnn_r4_gcb_c3-c5_r50_fpn_syncbn_1x.py b/configs/gcnet/mask_rcnn_r4_gcb_c3-c5_r50_fpn_syncbn_1x.py
index da0d06a..b8b5564 100644
--- a/configs/gcnet/mask_rcnn_r4_gcb_c3-c5_r50_fpn_syncbn_1x.py
+++ b/configs/gcnet/mask_rcnn_r4_gcb_c3-c5_r50_fpn_syncbn_1x.py
@@ -3,7 +3,7 @@ norm_cfg = dict(type='SyncBN', requires_grad=True)
 
 model = dict(
     type='MaskRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/gcnet/mask_rcnn_r50_fpn_sbn_1x.py b/configs/gcnet/mask_rcnn_r50_fpn_sbn_1x.py
index 8301f51..b261934 100644
--- a/configs/gcnet/mask_rcnn_r50_fpn_sbn_1x.py
+++ b/configs/gcnet/mask_rcnn_r50_fpn_sbn_1x.py
@@ -3,7 +3,7 @@ norm_cfg = dict(type='SyncBN', requires_grad=True)
 
 model = dict(
     type='MaskRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/ghm/retinanet_ghm_r50_fpn_1x.py b/configs/ghm/retinanet_ghm_r50_fpn_1x.py
index bb3a654..eddf368 100644
--- a/configs/ghm/retinanet_ghm_r50_fpn_1x.py
+++ b/configs/ghm/retinanet_ghm_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='RetinaNet',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/grid_rcnn/grid_rcnn_gn_head_r50_fpn_2x.py b/configs/grid_rcnn/grid_rcnn_gn_head_r50_fpn_2x.py
index 4a3e4f8..cbe3451 100644
--- a/configs/grid_rcnn/grid_rcnn_gn_head_r50_fpn_2x.py
+++ b/configs/grid_rcnn/grid_rcnn_gn_head_r50_fpn_2x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='GridRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/htc/htc_r101_fpn_20e.py b/configs/htc/htc_r101_fpn_20e.py
index 6be9537..de6711d 100644
--- a/configs/htc/htc_r101_fpn_20e.py
+++ b/configs/htc/htc_r101_fpn_20e.py
@@ -2,7 +2,7 @@
 model = dict(
     type='HybridTaskCascade',
     num_stages=3,
-    pretrained='modelzoo://resnet101',
+    pretrained='torchvision://resnet101',
     interleaved=True,
     mask_info_flow=True,
     backbone=dict(
diff --git a/configs/htc/htc_r50_fpn_1x.py b/configs/htc/htc_r50_fpn_1x.py
index 08f3a43..02da445 100644
--- a/configs/htc/htc_r50_fpn_1x.py
+++ b/configs/htc/htc_r50_fpn_1x.py
@@ -2,7 +2,7 @@
 model = dict(
     type='HybridTaskCascade',
     num_stages=3,
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     interleaved=True,
     mask_info_flow=True,
     backbone=dict(
diff --git a/configs/htc/htc_r50_fpn_20e.py b/configs/htc/htc_r50_fpn_20e.py
index 25a7ffe..4410a55 100644
--- a/configs/htc/htc_r50_fpn_20e.py
+++ b/configs/htc/htc_r50_fpn_20e.py
@@ -2,7 +2,7 @@
 model = dict(
     type='HybridTaskCascade',
     num_stages=3,
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     interleaved=True,
     mask_info_flow=True,
     backbone=dict(
diff --git a/configs/htc/htc_without_semantic_r50_fpn_1x.py b/configs/htc/htc_without_semantic_r50_fpn_1x.py
index 83b531d..8adbe36 100644
--- a/configs/htc/htc_without_semantic_r50_fpn_1x.py
+++ b/configs/htc/htc_without_semantic_r50_fpn_1x.py
@@ -2,7 +2,7 @@
 model = dict(
     type='HybridTaskCascade',
     num_stages=3,
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     interleaved=True,
     mask_info_flow=True,
     backbone=dict(
diff --git a/configs/libra_rcnn/libra_fast_rcnn_r50_fpn_1x.py b/configs/libra_rcnn/libra_fast_rcnn_r50_fpn_1x.py
index 68ff1be..365c014 100644
--- a/configs/libra_rcnn/libra_fast_rcnn_r50_fpn_1x.py
+++ b/configs/libra_rcnn/libra_fast_rcnn_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FastRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/libra_rcnn/libra_faster_rcnn_r101_fpn_1x.py b/configs/libra_rcnn/libra_faster_rcnn_r101_fpn_1x.py
index 7a31476..38af55d 100644
--- a/configs/libra_rcnn/libra_faster_rcnn_r101_fpn_1x.py
+++ b/configs/libra_rcnn/libra_faster_rcnn_r101_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FasterRCNN',
-    pretrained='modelzoo://resnet101',
+    pretrained='torchvision://resnet101',
     backbone=dict(
         type='ResNet',
         depth=101,
diff --git a/configs/libra_rcnn/libra_faster_rcnn_r50_fpn_1x.py b/configs/libra_rcnn/libra_faster_rcnn_r50_fpn_1x.py
index d596903..2ab33dc 100644
--- a/configs/libra_rcnn/libra_faster_rcnn_r50_fpn_1x.py
+++ b/configs/libra_rcnn/libra_faster_rcnn_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FasterRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/libra_rcnn/libra_retinanet_r50_fpn_1x.py b/configs/libra_rcnn/libra_retinanet_r50_fpn_1x.py
index 70aff37..1e0cab9 100644
--- a/configs/libra_rcnn/libra_retinanet_r50_fpn_1x.py
+++ b/configs/libra_rcnn/libra_retinanet_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='RetinaNet',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/mask_rcnn_r101_fpn_1x.py b/configs/mask_rcnn_r101_fpn_1x.py
index a3cfd56..2840be7 100644
--- a/configs/mask_rcnn_r101_fpn_1x.py
+++ b/configs/mask_rcnn_r101_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='MaskRCNN',
-    pretrained='modelzoo://resnet101',
+    pretrained='torchvision://resnet101',
     backbone=dict(
         type='ResNet',
         depth=101,
diff --git a/configs/mask_rcnn_r50_fpn_1x.py b/configs/mask_rcnn_r50_fpn_1x.py
index 6d48b5f..59a84c8 100644
--- a/configs/mask_rcnn_r50_fpn_1x.py
+++ b/configs/mask_rcnn_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='MaskRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/pascal_voc/faster_rcnn_r50_fpn_1x_voc0712.py b/configs/pascal_voc/faster_rcnn_r50_fpn_1x_voc0712.py
index 0c0be0e..07e72ff 100644
--- a/configs/pascal_voc/faster_rcnn_r50_fpn_1x_voc0712.py
+++ b/configs/pascal_voc/faster_rcnn_r50_fpn_1x_voc0712.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='FasterRCNN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/retinanet_r101_fpn_1x.py b/configs/retinanet_r101_fpn_1x.py
index 81e5557..fb68f93 100644
--- a/configs/retinanet_r101_fpn_1x.py
+++ b/configs/retinanet_r101_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='RetinaNet',
-    pretrained='modelzoo://resnet101',
+    pretrained='torchvision://resnet101',
     backbone=dict(
         type='ResNet',
         depth=101,
diff --git a/configs/retinanet_r50_fpn_1x.py b/configs/retinanet_r50_fpn_1x.py
index b721f9d..2e82468 100644
--- a/configs/retinanet_r50_fpn_1x.py
+++ b/configs/retinanet_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='RetinaNet',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
diff --git a/configs/rpn_r101_fpn_1x.py b/configs/rpn_r101_fpn_1x.py
index 6e1acd5..f1eecd2 100644
--- a/configs/rpn_r101_fpn_1x.py
+++ b/configs/rpn_r101_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='RPN',
-    pretrained='modelzoo://resnet101',
+    pretrained='torchvision://resnet101',
     backbone=dict(
         type='ResNet',
         depth=101,
diff --git a/configs/rpn_r50_fpn_1x.py b/configs/rpn_r50_fpn_1x.py
index 8c648ad..96e71e0 100644
--- a/configs/rpn_r50_fpn_1x.py
+++ b/configs/rpn_r50_fpn_1x.py
@@ -1,7 +1,7 @@
 # model settings
 model = dict(
     type='RPN',
-    pretrained='modelzoo://resnet50',
+    pretrained='torchvision://resnet50',
     backbone=dict(
         type='ResNet',
         depth=50,
-- 
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