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Upd info about models: ESPNetv2 x1.5 & x2.0
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‎chainer_/README.md‎

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@@ -318,8 +318,8 @@ Some remarks:
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| ESPNetv2 x0.5 | 43.42 | 20.79 | 1,241,332 | 35.36M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.562/espnetv2_wd2-2079-f77e3ecf.npz.log)) |
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| ESPNetv2 x1.0 | 35.30 | 14.31 | 1,670,072 | 98.09M | From [sacmehta/ESPNetv2] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.238/espnetv2_w1-1431-eab8d605.npz.log)) |
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| ESPNetv2 x1.25 | 32.24 | 12.24 | 1,965,440 | 138.18M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.564/espnetv2_w5d4-1224-68e58dc6.npz.log)) |
321-
| ESPNetv2 x1.5 | 31.04 | 11.40 | 2,314,856 | 185.77M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.520/espnetv2_w3d2-1140-1bfaa23b.npz.log)) |
322-
| ESPNetv2 x2.0 | 29.04 | 9.64 | 3,498,136 | 306.93M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.565/espnetv2_w2-0964-07819e61.npz.log)) |
321+
| ESPNetv2 x1.5 | 29.95 | 10.83 | 2,314,856 | 185.77M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.566/espnetv2_w3d2-1083-8e56a2e5.npz.log)) |
322+
| ESPNetv2 x2.0 | 27.93 | 9.44 | 3,498,136 | 306.93M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.566/espnetv2_w2-0944-5ec4ed95.npz.log)) |
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| DiCENet x0.2 | 54.93 | 30.55 | 1,130,704 | 18.76M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.563/dicenet_wd5-3055-708911b8.npz.log)) |
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| DiCENet x0.5 | 47.19 | 23.09 | 1,214,120 | 30.48M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.561/dicenet_wd2-2309-b383f3a6.npz.log)) |
325325
| DiCENet x0.75 | 38.19 | 16.42 | 1,495,676 | 55.80M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_w3d4-1642-c97e9157.npz.log)) |

‎chainer_/chainercv2/models/model_store.py‎

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@@ -184,8 +184,8 @@
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('espnetv2_wd2', '2079', 'f77e3ecf5f0c2e59cba65e6394c0b7220efc075e', 'v0.0.562'),
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('espnetv2_w1', '1431', 'eab8d605b475bd3659d6834ba5140d327f57c7de', 'v0.0.238'),
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('espnetv2_w5d4', '1224', '68e58dc622831639abaa3eca0788050309fa71da', 'v0.0.564'),
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('espnetv2_w3d2', '1140', '1bfaa23b08b27972064758ae869476b2a4931bd4', 'v0.0.520'),
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('espnetv2_w2', '0964', '07819e61f32232d332f7c7cee00c9a92876f65de', 'v0.0.565'),
187+
('espnetv2_w3d2', '1083', '8e56a2e5ad5f3aee5e329aa4d98d77f8e77d738c', 'v0.0.566'),
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('espnetv2_w2', '0944', '5ec4ed9507d1654035da89337fb7a376802e6abe', 'v0.0.566'),
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('dicenet_wd5', '3055', '708911b883ae8d99c0d59dd18f9a23a9673aeb16', 'v0.0.563'),
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('dicenet_wd2', '2309', 'b383f3a67410e388ee15c597a4d16dacaccabb54', 'v0.0.561'),
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('dicenet_w3d4', '1642', 'c97e91578cae2babd5ae738ec6dfae44e87186ae', 'v0.0.497'),

‎gluon/README.md‎

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@@ -340,8 +340,8 @@ bottleneck block. Respectively a network without b-suffix has the stride in the
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| ESPNetv2 x0.5 | 43.38 | 20.82 | 1,241,332 | 35.36M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.562/espnetv2_wd2-2082-4024e05b.params.log)) |
341341
| ESPNetv2 x1.0 | 35.33 | 14.27 | 1,670,072 | 98.09M | From [sacmehta/ESPNetv2] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.238/espnetv2_w1-1427-538f31fb.params.log)) |
342342
| ESPNetv2 x1.25 | 32.21 | 12.26 | 1,965,440 | 138.18M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.564/espnetv2_w5d4-1226-2a498c6d.params.log)) |
343-
| ESPNetv2 x1.5 | 31.05 | 11.35 | 2,314,856 | 185.77M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.520/espnetv2_w3d2-1135-efd55816.params.log)) |
344-
| ESPNetv2 x2.0 | 28.99 | 9.63 | 3,498,136 | 306.93M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.565/espnetv2_w2-0963-066808be.params.log)) |
343+
| ESPNetv2 x1.5 | 29.99 | 10.86 | 2,314,856 | 185.77M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.566/espnetv2_w3d2-1086-e869dabd.params.log)) |
344+
| ESPNetv2 x2.0 | 27.96 | 9.41 | 3,498,136 | 306.93M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.566/espnetv2_w2-0941-ef6b1cc0.params.log)) |
345345
| DiCENet x0.2 | 54.91 | 30.51 | 1,130,704 | 18.70M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.563/dicenet_wd5-3051-46077eac.params.log)) |
346346
| DiCENet x0.5 | 47.15 | 23.08 | 1,214,120 | 30.39M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.561/dicenet_wd2-2308-c03d6d00.params.log)) |
347347
| DiCENet x0.75 | 38.25 | 16.47 | 1,495,676 | 55.64M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_w3d4-1647-7200f0a3.params.log)) |

‎gluon/gluoncv2/models/model_store.py‎

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@@ -191,8 +191,8 @@
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('espnetv2_wd2', '2082', '4024e05b9aee56744fb4aba7f6b0110d92fb738b', 'v0.0.562'),
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('espnetv2_w1', '1427', '538f31fb92699fddabc27784fe746871fd8a635b', 'v0.0.238'),
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('espnetv2_w5d4', '1226', '2a498c6d631c54dfacdd5cf9b4c6a07a6db82b2d', 'v0.0.564'),
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('espnetv2_w3d2', '1135', 'efd55816603c12622256a4c72f30de027f5943b8', 'v0.0.520'),
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('espnetv2_w2', '0963', '066808bec5c9b1eec1067a5297eaa7e51eaf4f38', 'v0.0.565'),
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('espnetv2_w3d2', '1086', 'e869dabdd427a4ab38016d375d5e1b2f29758cde', 'v0.0.566'),
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('espnetv2_w2', '0941', 'ef6b1cc026609da7a8df81360e36ecb04985ad28', 'v0.0.566'),
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('dicenet_wd5', '3051', '46077eac47e2a299dc1d4edc0128bd3cbd8e9ea9', 'v0.0.563'),
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('dicenet_wd2', '2308', 'c03d6d00b8f9ecc8ad87c1ee4bd82a0291a0af06', 'v0.0.561'),
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('dicenet_w3d4', '1647', '7200f0a35cae789ee223351ae4c6c67642eb6816', 'v0.0.497'),

‎pytorch/README.md‎

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@@ -343,7 +343,7 @@ OpenCV `Resize` transformation instead of PIL one quality evaluation results wil
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| ESPNetv2 x0.5 | 42.32 | 20.15 | 1,241,332 | 35.36M | From [sacmehta/ESPNetv2] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.238/espnetv2_wd2-2015-d234781f.pth.log)) |
344344
| ESPNetv2 x1.0 | 33.92 | 13.45 | 1,670,072 | 98.09M | From [sacmehta/ESPNetv2] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.238/espnetv2_w1-1345-550d5422.pth.log)) |
345345
| ESPNetv2 x1.25 | 32.06 | 12.18 | 1,965,440 | 138.18M | From [sacmehta/ESPNetv2] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.238/espnetv2_w5d4-1218-85d97b2b.pth.log)) |
346-
| ESPNetv2 x1.5 | 30.83 | 11.29 | 2,314,856 | 185.77M | From [sacmehta/ESPNetv2] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.238/espnetv2_w3d2-1129-3bbb49ad.pth.log)) |
346+
| ESPNetv2 x1.5 | 30.19 | 11.08 | 2,314,856 | 185.77M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.566/espnetv2_w3d2-1108-40da2416.pth.log)) |
347347
| ESPNetv2 x2.0 | 27.94 | 9.61 | 3,498,136 | 306.93M | From [sacmehta/ESPNetv2] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.238/espnetv2_w2-0961-13ba0f72.pth.log)) |
348348
| DiCENet x0.2 | 53.91 | 29.38 | 1,130,704 | 18.76M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_wd5-2938-2d721aa1.pth.log)) |
349349
| DiCENet x0.5 | 46.16 | 22.58 | 1,214,120 | 30.48M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_wd2-2258-4f35289a.pth.log)) |

‎pytorch/pytorchcv/models/model_store.py‎

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('espnetv2_wd2', '2015', 'd234781f81e5d1b5ae6070fc851e3f7bb860b9fd', 'v0.0.238', 'ESPNetv2 x0.5', '1811.11431', 'in1k', 224, 0.875, 200, '[sacmehta/ESPNetv2]'), # noqa
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('espnetv2_w1', '1345', '550d54229d7fd8f7c090601c2123ab3ca106393b', 'v0.0.238', 'ESPNetv2 x1.0', '1811.11431', 'in1k', 224, 0.875, 200, '[sacmehta/ESPNetv2]'), # noqa
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('espnetv2_w5d4', '1218', '85d97b2b1c9ebb176f634949ef5ca6d7fe70f09c', 'v0.0.238', 'ESPNetv2 x1.25', '1811.11431', 'in1k', 224, 0.875, 200, '[sacmehta/ESPNetv2]'), # noqa
194-
('espnetv2_w3d2', '1129', '3bbb49adaa4fa984a67f82862db7dcfc4998429e', 'v0.0.238', 'ESPNetv2 x1.5', '1811.11431', 'in1k', 224, 0.875, 200, '[sacmehta/ESPNetv2]'), # noqa
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('espnetv2_w3d2', '1108', '40da2416923f5a79ae1001d2bbc9c7cbdf8c8d67', 'v0.0.566', 'ESPNetv2 x1.5', '1811.11431', 'in1k', 224, 0.875, 200, ''), # noqa
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('espnetv2_w2', '0961', '13ba0f7200eb745bacdf692905fde711236448ef', 'v0.0.238', 'ESPNetv2 x2.0', '1811.11431', 'in1k', 224, 0.875, 200, '[sacmehta/ESPNetv2]'), # noqa
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('dicenet_wd5', '2938', '2d721aa1795c7eb57dfabf73d17a416be64ae7fa', 'v0.0.497', 'DiCENet x0.2', '1906.03516', 'in1k', 224, 0.875, 200, '[sacmehta/EdgeNets]'), # noqa
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('dicenet_wd2', '2258', '4f35289a84f31aece5747d01fa54779f7d9dd1db', 'v0.0.497', 'DiCENet x0.5', '1906.03516', 'in1k', 224, 0.875, 200, '[sacmehta/EdgeNets]'), # noqa

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