After converting ResNeXt models

osmr · Aug 19, 2018 · b678062 · b678062
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diff --git a/README.md b/README.md
@@ -74,6 +74,8 @@ bottleneck block. Respectively a network without b-suffix has the stride in the
 | PreResNet-101b | 21.73 | 5.88 | 44,541,608 | 7,818.24M | Converted from Gluon Model Zoo ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.2/preresnet101b-0588-1015145a.params.log)) |
 | PreResNet-152 | 23.00 | 6.34 | 60,185,256 | 11,305.05M | Converted from Gluon Model Zoo ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.2/preresnet152-0634-a509a388.params.log)) |
 | PreResNet-152b | 21.00 | 5.75 | 60,185,256 | 11,536.78M | Converted from Gluon Model Zoo ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.2/preresnet152b-0575-dc303191.params.log)) |
+| ResNeXt-101 (32x4d) | 21.32 | 5.79 | 44,177,704 | 7,991.62M | From [Cadene/pretrained...torch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.10/resnext101_32x4d-0579-9afbfdbc.params.log)) |
+| ResNeXt-101 (64x4d) | 20.60 | 5.41 | 83,455,272 | 15,491.88M | From [Cadene/pretrained...torch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.10/resnext101_64x4d-0541-0d4fd87b.params.log)) |
 | DenseNet-121 | 25.11 | 7.80 | 7,978,856 | 2,852.39M | Converted from Gluon Model Zoo ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.3/densenet121-0780-49b72d04.params.log)) |
 | DenseNet-161 | 22.40 | 6.18 | 28,681,000 | 7,761.25M | Converted from Gluon Model Zoo ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.3/densenet161-0618-52e30516.params.log)) |
 | DenseNet-169 | 23.89 | 6.89 | 14,149,480 | 3,381.48M | Converted from Gluon Model Zoo ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.3/densenet169-0689-281ec06b.params.log)) |
@@ -127,6 +129,8 @@ bottleneck block. Respectively a network without b-suffix has the stride in the
 | PreResNet-101b | 21.95 | 6.03 | 44,541,608 | 7,818.24M | Converted from Gluon Model Zoo ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.2/preresnet101b-0603-b1e37a09.pth.log)) |
 | PreResNet-152 | 23.20 | 6.53 | 60,185,256 | 11,305.05M | Converted from Gluon Model Zoo ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.2/preresnet152-0653-426962af.pth.log)) |
 | PreResNet-152b | 21.34 | 5.91 | 60,185,256 | 11,536.78M | Converted from Gluon Model Zoo ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.2/preresnet152b-0591-2c91ab2c.pth.log)) |
+| ResNeXt-101 (32x4d) | 21.81 | 6.11 | 44,177,704 | 7,991.62M | From [Cadene/pretrained...torch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.10/resnext101_32x4d-0611-cf962440.pth.log)) |
+| ResNeXt-101 (64x4d) | 21.04 | 5.75 | 83,455,272 | 15,491.88M | From [Cadene/pretrained...torch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.10/resnext101_64x4d-0575-651abd02.pth.log)) |
 | DenseNet-121 | 25.57 | 8.03 | 7,978,856 | 2,852.39M | Converted from Gluon Model Zoo ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.3/densenet121-0803-f994107a.pth.log)) |
 | DenseNet-161 | 22.86 | 6.44 | 28,681,000 | 7,761.25M | Converted from Gluon Model Zoo ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.3/densenet161-0644-c0fb22c8.pth.log)) |
 | DenseNet-169 | 24.40 | 7.19 | 14,149,480 | 3,381.48M | Converted from Gluon Model Zoo ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.3/densenet169-0719-27139105.pth.log)) |
@@ -154,6 +158,7 @@ bottleneck block. Respectively a network without b-suffix has the stride in the
 | MobileNetV2 x0.75 | 31.89 | 11.76 | 2,627,592 | 191.61M | Converted from Gluon Model Zoo ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.9/mobilenetv2_w3d4-1176-1b966ff4.pth.log)) |
 | MobileNetV2 x1.0 | 29.31 | 10.39 | 3,504,960 | 320.19M | Converted from Gluon Model Zoo ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.9/mobilenetv2_w1-1039-7532eb72.pth.log)) |
 
+[Cadene/pretrained...torch]: https://github.com/Cadene/pretrained-models.pytorch
 [ShichenLiu/CondenseNet]: https://github.com/ShichenLiu/CondenseNet
 [clavichord93/MENet]: https://github.com/clavichord93/MENet
 [clavichord93/FD-MobileNet]: https://github.com/clavichord93/FD-MobileNet
diff --git a/gluon/models/model_store.py b/gluon/models/model_store.py
@@ -32,6 +32,10 @@
     ('preresnet101b', '0588', '1015145a6228aa16583a975b9c33f879ee2a6fc0', 'v0.0.2'),
     ('preresnet152', '0634', 'a509a38809f455f00bff244754a3e187323ea150', 'v0.0.2'),
     ('preresnet152b', '0575', 'dc303191ea47ca258f5abadd203b5de24d059d1a', 'v0.0.2'),
+
+    ('resnext101_32x4d', '0579', '9afbfdbc5a420a9f56058be0bf80d12b21a627af', 'v0.0.10'),
+    ('resnext101_64x4d', '0541', '0d4fd87b8de78c5c0295e1dcb9923a578dce7adb', 'v0.0.10'),
+
     ('densenet121', '0780', '49b72d04bace00bb1964b38cec13d19059a14e86', 'v0.0.3'),
     ('densenet161', '0618', '52e30516e566bdef53dcb417f86849530c83d0d1', 'v0.0.3'),
     ('densenet169', '0689', '281ec06b02f407b4523245622371da669a287044', 'v0.0.3'),

diff --git a/pytorch/models/model_store.py b/pytorch/models/model_store.py
@@ -33,6 +33,10 @@
     ('preresnet101b', '0603', 'b1e37a09424dde15ecba72365d46b1f59abd479b', 'v0.0.2'),
     ('preresnet152', '0653', '426962af4d9f6944611d36c29bcc83a3a24a268c', 'v0.0.2'),
     ('preresnet152b', '0591', '2c91ab2c8d90f3990e7c30fd6ee2184f6c2c3bee', 'v0.0.2'),
+
+    ('resnext101_32x4d', '0611', 'cf962440f11fe683fd02ec04f2102d9f47ce38a7', 'v0.0.10'),
+    ('resnext101_64x4d', '0575', '651abd029bcc4ce88c62e1d900a710f284a8281e', 'v0.0.10'),
+
     ('densenet121', '0803', 'f994107a83aed162916ff89e2ded4c5af5bc6457', 'v0.0.3'),
     ('densenet161', '0644', 'c0fb22c83e8077a952ce1a0c9703d1a08b2b9e3a', 'v0.0.3'),
     ('densenet169', '0719', '271391051775ba9bbf458a6bd77af4b3007dc892', 'v0.0.3'),