Update info about ResNet-BC-14b model for IN1K

Swapnil2095 · Apr 20, 2019 · 3b30195 · 3b30195
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diff --git a/chainer_/README.md b/chainer_/README.md
@@ -119,6 +119,7 @@ Some remarks:
 | ResNet-10 | 34.69 | 13.89 | 5,418,792 | 894.04M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.248/resnet10-1389-66bddf80.npz.log)) |
 | ResNet-12 | 33.40 | 13.02 | 5,492,776 | 1,126.25M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.253/resnet12-1302-0cc61e0d.npz.log)) |
 | ResNet-14 | 32.22 | 12.25 | 5,788,200 | 1,357.94M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.256/resnet14-1225-b0d4ee07.npz.log)) |
+| ResNet-BC-14b | 30.24 | 11.18 | 10,064,936 | 1,479.12M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.309/resnetbc14b-1118-fad718c2.npz.log)) |
 | ResNet-16 | 30.21 | 10.89 | 6,968,872 | 1,589.34M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.259/resnet16-1089-ae220662.npz.log)) |
 | ResNet-18 x0.25 | 39.32 | 17.45 | 3,937,400 | 270.94M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.262/resnet18_wd4-1745-79de61de.npz.log)) |
 | ResNet-18 x0.5 | 33.41 | 12.85 | 5,804,296 | 608.70M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.263/resnet18_wd2-1285-ae41e11d.npz.log)) |
@@ -180,7 +181,7 @@ Some remarks:
 | DRN-D-38 | 24.53 | 7.36 | 26,501,912 | 21,151.19M | From [fyu/drn] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.116/drnd38-0736-153481d6.npz.log)) |
 | DRN-D-54 | 22.08 | 6.23 | 35,809,176 | 28,547.38M | From [fyu/drn] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.116/drnd54-0623-31e8eeb8.npz.log)) |
 | DRN-D-105 | 21.32 | 5.84 | 54,801,304 | 43,442.43M | From [fyu/drn] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.116/drnd105-0584-c0d7657b.npz.log)) |
-| DPN-68 | 23.61 | 7.01 | 12,611,602 | 2,351.84M | From [Cadene/pretrained...pytorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.34/dpn68-0701-ad8cd4ec.npz.log)) |
+| DPN-68 | 22.93 | 6.56 | 12,611,602 | 2,351.84M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.310/dpn68-0656-bf9b72e9.npz.log)) |
 | DPN-98 | 20.80 | 5.53 | 61,570,728 | 11,716.51M | From [Cadene/pretrained...pytorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.34/dpn98-0553-9cd57335.npz.log)) |
 | DPN-131 | 20.04 | 5.23 | 79,254,504 | 16,076.15M | From [Cadene/pretrained...pytorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.34/dpn131-0523-e3721599.npz.log)) |
 | DarkNet Tiny | 40.33 | 17.46 | 1,042,104 | 500.85M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.69/darknet_tiny-1746-b04fa463.npz.log)) |
@@ -264,7 +265,7 @@ Some remarks:
 | ProxylessNAS CPU | 25.35 | 7.83 | 4,361,648 | 459.96M | From [MIT-HAN-LAB/ProxylessNAS] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.304/proxylessnas_cpu-0783-43dd4fdb.npz.log)) |
 | ProxylessNAS GPU | 25.53 | 7.79 | 7,119,848 | 476.08M | From [MIT-HAN-LAB/ProxylessNAS] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.304/proxylessnas_gpu-0779-4774a8d1.npz.log)) |
 | ProxylessNAS Mobile | 26.19 | 8.19 | 4,080,512 | 332.46M | From [MIT-HAN-LAB/ProxylessNAS] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.304/proxylessnas_mobile-0819-d6305c16.npz.log)) |
-| ProxylessNAS Mobile-14 | 24.01 | 6.86 | 6,857,568 | 597.10M | From [MIT-HAN-LAB/ProxylessNAS] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.304/proxylessnas_mobile14-0686-914ea577.npz.log)) |
+| ProxylessNAS Mob-14 | 24.01 | 6.86 | 6,857,568 | 597.10M | From [MIT-HAN-LAB/ProxylessNAS] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.304/proxylessnas_mobile14-0686-914ea577.npz.log)) |
 | Xception | 21.04 | 5.47 | 22,855,952 | 8,403.63M | From [Cadene/pretrained...pytorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.115/xception-0547-7a5be958.npz.log)) |
 | InceptionV3 | 21.11 | 5.61 | 23,834,568 | 5,743.06M | From [dmlc/gluon-cv] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.92/inceptionv3-0561-4ddea4df.npz.log)) |
 | InceptionV4 | 20.62 | 5.26 | 42,679,816 | 12,304.93M | From [Cadene/pretrained...pytorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.105/inceptionv4-0526-02e53701.npz.log)) |

diff --git a/chainer_/chainercv2/models/model_store.py b/chainer_/chainercv2/models/model_store.py
@@ -23,6 +23,7 @@
     ('resnet10', '1389', '66bddf8086630a36f64445dd8fefd895bd9e7189', 'v0.0.248'),
     ('resnet12', '1302', '0cc61e0d7f45d0a58a649850f44fcd0b913ada2a', 'v0.0.253'),
     ('resnet14', '1225', 'b0d4ee074498033f2e0daece5fa4e670f3524bcb', 'v0.0.256'),
+    ('resnetbc14b', '1118', 'fad718c2f4b5e74b761564ada9be20062b1a99f1', 'v0.0.309'),
     ('resnet16', '1089', 'ae2206621f7403f55319adeda2c2dfa4cdc8e2e5', 'v0.0.259'),
     ('resnet18_wd4', '1745', '79de61deb25b02203ba3f6da4aaf74a4287fc01d', 'v0.0.262'),
     ('resnet18_wd2', '1285', 'ae41e11d7dec4121f88552b806918bc160fcca05', 'v0.0.263'),
@@ -84,7 +85,7 @@
     ('drnd38', '0736', '153481d6f8d0b113981fc323f5b2c2ad6b2ad7f5', 'v0.0.116'),
     ('drnd54', '0623', '31e8eeb88bdbb07d8613a16471c8c5bd67ae823a', 'v0.0.116'),
     ('drnd105', '0584', 'c0d7657b2d3c4cf7d97ff407cd50dda5d1bd1880', 'v0.0.116'),
-    ('dpn68', '0701', 'ad8cd4ec04a611726ee1ffcff69118a5587da691', 'v0.0.34'),
+    ('dpn68', '0656', 'bf9b72e9749da4c6ee5a544639f78ac7fa85f7ce', 'v0.0.310'),
     ('dpn98', '0553', '9cd5733573f7a99062d16cd8850bb82d684704bb', 'v0.0.34'),
     ('dpn131', '0523', 'e37215991fa7e9f49245843d53de63ef1717f293', 'v0.0.34'),
     ('darknet_tiny', '1746', 'b04fa46318a78e977aa5a117786968d98d325871', 'v0.0.69'),

diff --git a/gluon/README.md b/gluon/README.md
@@ -132,6 +132,7 @@ bottleneck block. Respectively a network without b-suffix has the stride in the
 | ResNet-10 | 34.61 | 13.85 | 5,418,792 | 894.04M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.248/resnet10-1385-a9964274.params.log)) |
 | ResNet-12 | 33.42 | 13.03 | 5,492,776 | 1,126.25M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.253/resnet12-1303-8f492c28.params.log)) |
 | ResNet-14 | 32.18 | 12.20 | 5,788,200 | 1,357.94M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.256/resnet14-1220-fcdddcef.params.log)) |
+| ResNet-BC-14b | 30.26 | 11.16 | 10,064,936 | 1,479.12M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.309/resnetbc14b-1116-c4ffed61.params.log)) |
 | ResNet-16 | 30.24 | 10.88 | 6,968,872 | 1,589.34M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.259/resnet16-1088-2bc07547.params.log)) |
 | ResNet-18 x0.25 | 39.31 | 17.40 | 3,937,400 | 270.94M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.262/resnet18_wd4-1740-a74ea15d.params.log)) |
 | ResNet-18 x0.5 | 33.41 | 12.84 | 5,804,296 | 608.70M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.263/resnet18_wd2-1284-9a515406.params.log)) |
@@ -200,7 +201,7 @@ bottleneck block. Respectively a network without b-suffix has the stride in the
 | DRN-D-38 | 24.51 | 7.36 | 26,501,912 | 21,151.19M | From [fyu/drn] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.116/drnd38-0736-c7d53bc0.params.log)) |
 | DRN-D-54 | 22.05 | 6.27 | 35,809,176 | 28,547.38M | From [fyu/drn] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.116/drnd54-0627-87d44c87.params.log)) |
 | DRN-D-105 | 21.31 | 5.81 | 54,801,304 | 43,442.43M | From [fyu/drn] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.116/drnd105-0581-ab12d662.params.log)) |
-| DPN-68 | 23.57 | 7.00 | 12,611,602 | 2,351.84M | From [Cadene/pretrained...pytorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.17/dpn68-0700-3114719d.params.log)) |
+| DPN-68 | 22.87 | 6.58 | 12,611,602 | 2,351.84M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.310/dpn68-0658-07251919.params.log)) |
 | DPN-98 | 20.23 | 5.28 | 61,570,728 | 11,716.51M | From [Cadene/pretrained...pytorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.17/dpn98-0528-fa5d6fca.params.log)) |
 | DPN-131 | 20.03 | 5.22 | 79,254,504 | 16,076.15M | From [Cadene/pretrained...pytorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.17/dpn131-0522-35ac2f82.params.log)) |
 | DarkNet Tiny | 40.31 | 17.46 | 1,042,104 | 500.85M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.69/darknet_tiny-1746-16501793.params.log)) |
@@ -284,7 +285,7 @@ bottleneck block. Respectively a network without b-suffix has the stride in the
 | ProxylessNAS CPU | 25.39 | 7.86 | 4,361,648 | 459.96M | From [MIT-HAN-LAB/ProxylessNAS] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.304/proxylessnas_cpu-0786-3cae5c6e.params.log)) |
 | ProxylessNAS GPU | 25.57 | 7.80 | 7,119,848 | 476.08M | From [MIT-HAN-LAB/ProxylessNAS] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.304/proxylessnas_gpu-0780-981df30d.params.log)) |
 | ProxylessNAS Mobile | 26.13 | 8.13 | 4,080,512 | 332.46M | From [MIT-HAN-LAB/ProxylessNAS] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.304/proxylessnas_mobile-0813-652f3ead.params.log)) |
-| ProxylessNAS Mobile-14 | 24.00 | 6.84 | 6,857,568 | 597.10M | From [MIT-HAN-LAB/ProxylessNAS] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.304/proxylessnas_mobile14-0684-32ac8314.params.log)) |
+| ProxylessNAS Mob-14 | 24.00 | 6.84 | 6,857,568 | 597.10M | From [MIT-HAN-LAB/ProxylessNAS] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.304/proxylessnas_mobile14-0684-32ac8314.params.log)) |
 | Xception | 20.99 | 5.56 | 22,855,952 | 8,403.63M | From [Cadene/pretrained...pytorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.115/xception-0556-bd2c1684.params.log)) |
 | InceptionV3 | 21.22 | 5.59 | 23,834,568 | 5,743.06M | From [dmlc/gluon-cv] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.92/inceptionv3-0559-6c087967.params.log)) |
 | InceptionV4 | 20.60 | 5.25 | 42,679,816 | 12,304.93M | From [Cadene/pretrained...pytorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.105/inceptionv4-0525-f7aa9536.params.log)) |

diff --git a/gluon/gluoncv2/models/model_store.py b/gluon/gluoncv2/models/model_store.py
@@ -23,6 +23,7 @@
     ('resnet10', '1385', 'a996427482bd5bd427db1d811d2a69bfd35987fc', 'v0.0.248'),
     ('resnet12', '1303', '8f492c28cd7c4c1bfc89c88649629e64487d5d00', 'v0.0.253'),
     ('resnet14', '1220', 'fcdddcef6a9fe9c472058e883a08cf09bbeb6738', 'v0.0.256'),
+    ('resnetbc14b', '1116', 'c4ffed61c1b542e33794f22ab48bce568b9bf7bb', 'v0.0.309'),
     ('resnet16', '1088', '2bc07547e9d007825c89bdcf6879e346e7372028', 'v0.0.259'),
     ('resnet18_wd4', '1740', 'a74ea15d056a84133e02706a6c7f8ed8f50c8462', 'v0.0.262'),
     ('resnet18_wd2', '1284', '9a5154065311c8ffbbc57b20a443b205c7a910fa', 'v0.0.263'),
@@ -91,7 +92,7 @@
     ('drnd38', '0736', 'c7d53bc0f70196dda589fcf0bfac904b5d76d872', 'v0.0.116'),
     ('drnd54', '0627', '87d44c87953d98241f85007802a61e3cefd77792', 'v0.0.116'),
     ('drnd105', '0581', 'ab12d66220c1bbf4af5c33db78aaafc9f0d9bd5a', 'v0.0.116'),
-    ('dpn68', '0700', '3114719dccf3d9fa30bb7ab5a8c845815328e495', 'v0.0.17'),
+    ('dpn68', '0658', '07251919c08640c94375670cbc5f0fbc312ed59b', 'v0.0.310'),
     ('dpn98', '0528', 'fa5d6fca985afde21f6374e4a4d4df788d1b4c3a', 'v0.0.17'),
     ('dpn131', '0522', '35ac2f82e69264e0712dcb979da4d99675e2f2aa', 'v0.0.17'),
     ('darknet_tiny', '1746', '16501793621fbcb137f2dfb901760c1f621fa5ec', 'v0.0.69'),

diff --git a/keras_/README.md b/keras_/README.md
@@ -79,6 +79,7 @@ Some remarks:
 | ResNet-10 | 34.59 | 13.85 | 5,418,792 | 894.04M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.248/resnet10-1385-0a7d3ca6.h5.log)) |
 | ResNet-12 | 33.43 | 13.03 | 5,492,776 | 1,126.25M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.253/resnet12-1303-3ba378de.h5.log)) |
 | ResNet-14 | 32.18 | 12.20 | 5,788,200 | 1,357.94M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.256/resnet14-1220-b7cfec59.h5.log)) |
+| ResNet-BC-14b | 30.25 | 11.16 | 10,064,936 | 1,479.12M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.309/resnetbc14b-1116-defe7c19.h5.log)) |
 | ResNet-16 | 30.23 | 10.88 | 6,968,872 | 1,589.34M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.259/resnet16-1088-cc0968d3.h5.log)) |
 | ResNet-18 x0.25 | 39.30 | 17.41 | 3,937,400 | 270.94M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.262/resnet18_wd4-1741-6d84323b.h5.log)) |
 | ResNet-18 x0.5 | 33.40 | 12.83 | 5,804,296 | 608.70M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.263/resnet18_wd2-1283-8e70ce72.h5.log)) |

diff --git a/keras_/kerascv/models/model_store.py b/keras_/kerascv/models/model_store.py
@@ -27,6 +27,7 @@
     ('resnet10', '1385', '0a7d3ca6c6616d0a55ebfb0faabe56af980509f5', 'v0.0.248'),
     ('resnet12', '1303', '3ba378deed1b148fff66a83c2ef195a0acaca563', 'v0.0.253'),
     ('resnet14', '1220', 'b7cfec5936dad4f7c56620c331d5546be57a3ab3', 'v0.0.256'),
+    ('resnetbc14b', '1116', 'defe7c1982bf0b60b6043792210631ff36448f30', 'v0.0.309'),
     ('resnet16', '1088', 'cc0968d30689e278ba68cd80c8b76a430c8a24a3', 'v0.0.259'),
     ('resnet18_wd4', '1741', '6d84323b46771d914075db6665ca1f164a0936f7', 'v0.0.262'),
     ('resnet18_wd2', '1283', '8e70ce72e5e9ab6925aac0b4342156d3ba462523', 'v0.0.263'),

diff --git a/pytorch/README.md b/pytorch/README.md
@@ -128,6 +128,7 @@ OpenCV `Resize` transformation instead of PIL one quality evaluation results wil
 | ResNet-10 | 34.69 | 14.36 | 5,418,792 | 894.04M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.248/resnet10-1436-67d9a618.pth.log)) |
 | ResNet-12 | 33.62 | 13.28 | 5,492,776 | 1,126.25M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.253/resnet12-1328-d7d2f4d6.pth.log)) |
 | ResNet-14 | 32.45 | 12.46 | 5,788,200 | 1,357.94M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.256/resnet14-1246-d5b55c11.pth.log)) |
+| ResNet-BC-14b | 30.66 | 11.51 | 10,064,936 | 1,479.12M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.309/resnetbc14b-1151-ca61209c.pth.log)) |
 | ResNet-16 | 30.49 | 11.18 | 6,968,872 | 1,589.34M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.259/resnet16-1118-d54bc41a.pth.log)) |
 | ResNet-18 x0.25 | 39.62 | 17.85 | 3,937,400 | 270.94M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.262/resnet18_wd4-1785-fe79b31f.pth.log)) |
 | ResNet-18 x0.5 | 33.80 | 13.27 | 5,804,296 | 608.70M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.263/resnet18_wd2-1327-6654f50a.pth.log)) |
@@ -195,7 +196,7 @@ OpenCV `Resize` transformation instead of PIL one quality evaluation results wil
 | DRN-D-38 | 23.79 | 6.95 | 26,501,912 | 21,151.19M | From [fyu/drn] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.116/drnd38-0695-4630f0fb.pth.log)) |
 | DRN-D-54 | 21.22 | 5.86 | 35,809,176 | 28,547.38M | From [fyu/drn] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.116/drnd54-0586-bfdc1f88.pth.log)) |
 | DRN-D-105 | 20.62 | 5.48 | 54,801,304 | 43,442.43M | From [fyu/drn] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.116/drnd105-0548-a643f4dc.pth.log)) |
-| DPN-68 | 24.17 | 7.27 | 12,611,602 | 2,351.84M | From [Cadene/pretrained...pytorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.17/dpn68-0727-43849233.pth.log)) |
+| DPN-68 | 23.24 | 6.79 | 12,611,602 | 2,351.84M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.310/dpn68-0679-a33c98c7.pth.log)) |
 | DPN-98 | 20.81 | 5.53 | 61,570,728 | 11,716.51M | From [Cadene/pretrained...pytorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.17/dpn98-0553-52c55969.pth.log)) |
 | DPN-131 | 20.54 | 5.48 | 79,254,504 | 16,076.15M | From [Cadene/pretrained...pytorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.17/dpn131-0548-0c53e5b3.pth.log)) |
 | DarkNet Tiny | 40.74 | 17.84 | 1,042,104 | 500.85M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.69/darknet_tiny-1784-4561e1ad.pth.log)) |
@@ -279,7 +280,7 @@ OpenCV `Resize` transformation instead of PIL one quality evaluation results wil
 | ProxylessNAS CPU | 24.71 | 7.61 | 4,361,648 | 459.96M | From [MIT-HAN-LAB/ProxylessNAS] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.304/proxylessnas_cpu-0761-fe9572b1.pth.log)) |
 | ProxylessNAS GPU | 24.92 | 7.46 | 7,119,848 | 476.08M | From [MIT-HAN-LAB/ProxylessNAS] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.304/proxylessnas_gpu-0746-c525715b.pth.log)) |
 | ProxylessNAS Mobile | 25.41 | 7.80 | 4,080,512 | 332.46M | From [MIT-HAN-LAB/ProxylessNAS] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.304/proxylessnas_mobile-0780-639a90c2.pth.log)) |
-| ProxylessNAS Mobile-14 | 23.28 | 6.65 | 6,857,568 | 597.10M | From [MIT-HAN-LAB/ProxylessNAS] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.304/proxylessnas_mobile14-0665-3b45bce8.pth.log)) |
+| ProxylessNAS Mob-14 | 23.28 | 6.65 | 6,857,568 | 597.10M | From [MIT-HAN-LAB/ProxylessNAS] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.304/proxylessnas_mobile14-0665-3b45bce8.pth.log)) |
 | Xception | 20.97 | 5.49 | 22,855,952 | 8,403.63M | From [Cadene/pretrained...pytorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.115/xception-0549-e4f0232c.pth.log)) |
 | InceptionV3 | 21.12 | 5.65 | 23,834,568 | 5,743.06M | From [dmlc/gluon-cv] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.92/inceptionv3-0565-cf406180.pth.log)) |
 | InceptionV4 | 20.64 | 5.29 | 42,679,816 | 12,304.93M | From [Cadene/pretrained...pytorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.105/inceptionv4-0529-5cb7b4e4.pth.log)) |

diff --git a/pytorch/pytorchcv/models/model_store.py b/pytorch/pytorchcv/models/model_store.py
@@ -23,6 +23,7 @@
     ('resnet10', '1436', '67d9a618e8670497386af806564f7ac1a4dbcd76', 'v0.0.248'),
     ('resnet12', '1328', 'd7d2f4d6c7fcf3aff0458533ae5204b7f0eee2d7', 'v0.0.253'),
     ('resnet14', '1246', 'd5b55c113168c02f1b39b65f8908b0db467a2d74', 'v0.0.256'),
+    ('resnetbc14b', '1151', 'ca61209c4052228edad1fe7bb48ad6a19db509d1', 'v0.0.309'),
     ('resnet16', '1118', 'd54bc41afa244476ca28380111f66d188905ecbc', 'v0.0.259'),
     ('resnet18_wd4', '1785', 'fe79b31f56e7becab9c014dbc14ccdb564b5148f', 'v0.0.262'),
     ('resnet18_wd2', '1327', '6654f50ad357f4596502b92b3dca2147776089ac', 'v0.0.263'),
@@ -90,7 +91,7 @@
     ('drnd38', '0695', '4630f0fb3f721f4a2296e05aacb1231ba7530ae5', 'v0.0.116'),
     ('drnd54', '0586', 'bfdc1f8826027b247e2757be45b176b3b91b9ea3', 'v0.0.116'),
     ('drnd105', '0548', 'a643f4dcf9e4b69eab06b76e54ce22169f837592', 'v0.0.116'),
-    ('dpn68', '0727', '438492331840612ff1700e7b7d52dd6c0c683b47', 'v0.0.17'),
+    ('dpn68', '0679', 'a33c98c783cbf93cca4cc9ce1584da50a6b12077', 'v0.0.310'),
     ('dpn98', '0553', '52c55969835d56185afa497c43f09df07f58f0d3', 'v0.0.17'),
     ('dpn131', '0548', '0c53e5b380137ccb789e932775e8bd8a811eeb3e', 'v0.0.17'),
     ('darknet_tiny', '1784', '4561e1ada619e33520d1f765b3321f7f8ea6196b', 'v0.0.69'),