Upd info about several models (DiCENet x1.0, RegNetX-6.4GF, RegNetY-6…

….4GF)
osmr · Feb 15, 2021 · 38641bc · 38641bc
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diff --git a/chainer_/README.md b/chainer_/README.md
@@ -252,7 +252,7 @@ Some remarks:
 | RegNetX-1.6GF | 22.16 | 6.13 | 9,190,136 | 1,618.99M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.486/regnetx016-0613-5092bfd9.npz.log)) |
 | RegNetX-3.2GF | 21.27 | 5.69 | 15,296,552 | 3,199.55M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.492/regnetx032-0569-c3625268.npz.log)) |
 | RegNetX-4.0GF | 19.53 | 4.71 | 22,118,248 | 3,986.29M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.495/regnetx040-0471-362a2ce3.npz.log)) |
-| RegNetX-6.4GF | 20.79 | 5.41 | 26,209,256 | 6,491.01M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnetx064-0541-444aa7f9.npz.log)) |
+| RegNetX-6.4GF | 19.64 | 4.81 | 26,209,256 | 6,491.01M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.513/regnetx064-0481-06504640.npz.log)) |
 | RegNetX-8.0GF | 20.69 | 5.45 | 39,572,648 | 8,017.94M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnetx080-0545-94183059.npz.log)) |
 | RegNetX-12GF | 20.29 | 5.24 | 46,106,056 | 12,124.22M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnetx120-0524-50b59d58.npz.log)) |
 | RegNetX-16GF | 19.97 | 5.04 | 54,278,536 | 15,986.64M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnetx160-0504-10fd49b1.npz.log)) |
@@ -264,7 +264,7 @@ Some remarks:
 | RegNetY-1.6GF | 21.24 | 5.71 | 11,202,430 | 1,629.48M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.486/regnety016-0571-962bc21c.npz.log)) |
 | RegNetY-3.2GF | 18.31 | 4.11 | 19,436,338 | 3,199.15M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnety032-0411-7097f659.npz.log)) |
 | RegNetY-4.0GF | 19.52 | 4.66 | 20,646,656 | 3,999.16M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.494/regnety040-0466-c84f52df.npz.log)) |
-| RegNetY-6.4GF | 19.08 | 4.47 | 30,583,252 | 6,388.91M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.512/regnety064-0447-1d468d69.npz.log)) |
+| RegNetY-6.4GF | 18.91 | 4.46 | 30,583,252 | 6,388.91M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.513/regnety064-0446-22d3ab05.npz.log)) |
 | RegNetY-8.0GF | 20.05 | 5.08 | 39,180,068 | 7,996.54M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnety080-0508-07c7bd6c.npz.log)) |
 | RegNetY-12GF | 19.68 | 4.82 | 51,822,544 | 12,132.55M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnety120-0482-602a34d9.npz.log)) |
 | RegNetY-16GF | 19.63 | 4.95 | 83,590,140 | 15,944.53M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnety160-0495-a8102b65.npz.log)) |
@@ -316,7 +316,7 @@ Some remarks:
 | DiCENet x0.2 | 55.10 | 30.64 | 1,130,704 | 18.76M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_wd5-3064-118c88d2.npz.log)) |
 | DiCENet x0.5 | 47.55 | 23.66 | 1,214,120 | 30.48M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_wd2-2366-4f9b934a.npz.log)) |
 | 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)) |
-| DiCENet x1.0 | 35.00 | 14.24 | 1,805,604 | 82.17M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_w1-1424-841472b0.npz.log)) |
+| DiCENet x1.0 | 35.02 | 14.13 | 1,805,604 | 82.17M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.513/dicenet_w1-1413-e926dbb2.npz.log)) |
 | DiCENet x1.25 | 33.20 | 12.94 | 2,162,888 | 111.87M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_w5d4-1294-341988ea.npz.log)) |
 | DiCENet x1.5 | 31.72 | 11.91 | 2,652,200 | 151.81M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_w3d2-1191-d201b985.npz.log)) |
 | DiCENet x1.75 | 30.60 | 11.19 | 3,264,932 | 201.26M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_w7d8-1119-9a467046.npz.log)) |

diff --git a/chainer_/chainercv2/models/model_store.py b/chainer_/chainercv2/models/model_store.py
@@ -118,7 +118,7 @@
     ('regnetx016', '0613', '5092bfd9e5c842c3ed5bfa664af4fc93bdcbbb19', 'v0.0.486'),
     ('regnetx032', '0569', 'c3625268f53c5c78f6a0cd78444890abc0a3286c', 'v0.0.492'),
     ('regnetx040', '0471', '362a2ce3dd02702db90e37deb8cc858e26fa9674', 'v0.0.495'),
-    ('regnetx064', '0541', '444aa7f98eef7720d76d5e53b45f2d27c76f0947', 'v0.0.473'),
+    ('regnetx064', '0481', '06504640aee55e94949bec65fe8e776199a28e06', 'v0.0.513'),
     ('regnetx080', '0545', '941830593bd4ddbeebbf8c8f016cca429918f53d', 'v0.0.473'),
     ('regnetx120', '0524', '50b59d580d73bc87c063f2fdd2e2d9a77db25971', 'v0.0.473'),
     ('regnetx160', '0504', '10fd49b109ceacde22284ecff5eb9e682a5345ec', 'v0.0.473'),
@@ -130,7 +130,7 @@
     ('regnety016', '0571', '962bc21c498ac8022a863853a6d3b030ffa1b997', 'v0.0.486'),
     ('regnety032', '0411', '7097f659b5ac93d7a53d8e94bf87f05c6f16007c', 'v0.0.473'),
     ('regnety040', '0466', 'c84f52dfeeb8001e6456fc033090bd27768f5834', 'v0.0.494'),
-    ('regnety064', '0447', '1d468d6980a9e40c171118730d2211b1777cba82', 'v0.0.512'),
+    ('regnety064', '0446', '22d3ab05b95da9402dd8aaf08970c7fb13120b76', 'v0.0.513'),
     ('regnety080', '0508', '07c7bd6c45bad1f8b7488907ab221d9d6cf9ab85', 'v0.0.473'),
     ('regnety120', '0482', '602a34d9dd0b0a2c55a774fbc929f52f3b9cd02d', 'v0.0.473'),
     ('regnety160', '0495', 'a8102b65d744bc15fcb106f6df3d8d80276e23c8', 'v0.0.473'),
@@ -182,7 +182,7 @@
     ('dicenet_wd5', '3064', '118c88d2f2d74a7fdf22eb4b40616d3e32379170', 'v0.0.497'),
     ('dicenet_wd2', '2366', '4f9b934ae1e273d113024baebb629863e32e027e', 'v0.0.497'),
     ('dicenet_w3d4', '1642', 'c97e91578cae2babd5ae738ec6dfae44e87186ae', 'v0.0.497'),
-    ('dicenet_w1', '1424', '841472b014cff9094a8db207ee28469aafb58947', 'v0.0.497'),
+    ('dicenet_w1', '1413', 'e926dbb2c070eb0b0c92fcb05d361d427c6a32ad', 'v0.0.513'),
     ('dicenet_w5d4', '1294', '341988ea24d129dc6e1e4853576acee4b2f6684e', 'v0.0.497'),
     ('dicenet_w3d2', '1191', 'd201b9854a8edbff38776170b3fed47cc42c5b94', 'v0.0.497'),
     ('dicenet_w7d8', '1119', '9a46704627efc170b4409dad8f7ce8299fbbc867', 'v0.0.497'),

diff --git a/gluon/README.md b/gluon/README.md
@@ -273,7 +273,7 @@ bottleneck block. Respectively a network without b-suffix has the stride in the
 | RegNetX-1.6GF | 22.12 | 6.13 | 9,190,136 | 1,618.97M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.486/regnetx016-0613-018dbe2d.params.log)) |
 | RegNetX-3.2GF | 21.28 | 5.68 | 15,296,552 | 3,199.52M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.492/regnetx032-0568-6d4372fc.params.log)) |
 | RegNetX-4.0GF | 19.51 | 4.69 | 22,118,248 | 3,986.26M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.495/regnetx040-0469-c22092c7.params.log)) |
-| RegNetX-6.4GF | 20.81 | 5.41 | 26,209,256 | 6,490.97M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnetx064-0541-d9c902de.params.log)) |
+| RegNetX-6.4GF | 19.69 | 4.84 | 26,209,256 | 6,490.97M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.513/regnetx064-0484-94225eb7.params.log)) |
 | RegNetX-8.0GF | 20.72 | 5.45 | 39,572,648 | 8,017.90M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnetx080-0545-7eb99b19.params.log)) |
 | RegNetX-12GF | 20.34 | 5.22 | 46,106,056 | 12,124.16M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnetx120-0522-22c6c138.params.log)) |
 | RegNetX-16GF | 20.01 | 5.05 | 54,278,536 | 15,986.59M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnetx160-0505-f2dac945.params.log)) |
@@ -285,7 +285,7 @@ bottleneck block. Respectively a network without b-suffix has the stride in the
 | RegNetY-1.6GF | 21.23 | 5.68 | 11,202,430 | 1,628.43M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.486/regnety016-0568-c4541a25.params.log)) |
 | RegNetY-3.2GF | 18.32 | 4.13 | 19,436,338 | 3,197.70M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnety032-0413-90666985.params.log)) |
 | RegNetY-4.0GF | 19.56 | 4.67 | 20,646,656 | 3,997.63M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.494/regnety040-0467-6039a215.params.log)) |
-| RegNetY-6.4GF | 19.09 | 4.45 | 30,583,252 | 6,386.79M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.512/regnety064-0445-fc79c708.params.log)) |
+| RegNetY-6.4GF | 18.95 | 4.45 | 30,583,252 | 6,386.79M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.513/regnety064-0445-8ae16f97.params.log)) |
 | RegNetY-8.0GF | 20.03 | 5.09 | 39,180,068 | 7,994.33M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnety080-0509-687183a2.params.log)) |
 | RegNetY-12GF | 19.69 | 4.82 | 51,822,544 | 12,129.89M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnety120-0482-0946781a.params.log)) |
 | RegNetY-16GF | 19.69 | 4.97 | 83,590,140 | 15,941.65M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnety160-0497-e458ce58.params.log)) |
@@ -338,7 +338,7 @@ bottleneck block. Respectively a network without b-suffix has the stride in the
 | DiCENet x0.2 | 55.15 | 30.67 | 1,130,704 | 18.70M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_wd5-3067-e7d01194.params.log)) |
 | DiCENet x0.5 | 47.59 | 23.70 | 1,214,120 | 30.39M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_wd2-2370-add0bc22.params.log)) |
 | 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)) |
-| DiCENet x1.0 | 35.05 | 14.29 | 1,805,604 | 81.96M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_w1-1429-6775498a.params.log)) |
+| DiCENet x1.0 | 35.02 | 14.11 | 1,805,604 | 81.96M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.513/dicenet_w1-1411-93e2e0df.params.log)) |
 | DiCENet x1.25 | 33.23 | 12.96 | 2,162,888 | 111.60M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_w5d4-1296-d24fc61e.params.log)) |
 | DiCENet x1.5 | 31.74 | 11.91 | 2,652,200 | 151.48M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_w3d2-1191-08213162.params.log)) |
 | DiCENet x1.75 | 30.54 | 11.21 | 3,264,932 | 200.87M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_w7d8-1121-be69a971.params.log)) |

diff --git a/gluon/gluoncv2/models/model_store.py b/gluon/gluoncv2/models/model_store.py
@@ -124,7 +124,7 @@
     ('regnetx016', '0613', '018dbe2d89d2bac26f41d98b09ba57b049ed4cfe', 'v0.0.486'),
     ('regnetx032', '0568', '6d4372fcf0b9d6e3edefa99e72dd411b6a0c676c', 'v0.0.492'),
     ('regnetx040', '0469', 'c22092c7ceeac713a9102c697f23bec0b7cfaec0', 'v0.0.495'),
-    ('regnetx064', '0541', 'd9c902de21804f6f6df3e31ce8ee0b30e86d0821', 'v0.0.473'),
+    ('regnetx064', '0484', '94225eb7f92b69d91bd454422ff2b7c45e5bbc5e', 'v0.0.513'),
     ('regnetx080', '0545', '7eb99b19aed61972bb834b798523f0a84a2ea341', 'v0.0.473'),
     ('regnetx120', '0522', '22c6c13843884293f13be2d86f3087ba796258d3', 'v0.0.473'),
     ('regnetx160', '0505', 'f2dac945f02a1af1b9751a3e4531e66c68a4cb98', 'v0.0.473'),
@@ -136,7 +136,7 @@
     ('regnety016', '0568', 'c4541a25e92ebf31d9bddb4975738c08fe929836', 'v0.0.486'),
     ('regnety032', '0413', '9066698526cbc930706fe00b21ca56c31ad7e2e4', 'v0.0.473'),
     ('regnety040', '0467', '6039a215ee79a7855156c5166df4c6b34f8d501d', 'v0.0.494'),
-    ('regnety064', '0445', 'fc79c708bcfcf87baaf0687c76cd801153f039e8', 'v0.0.512'),
+    ('regnety064', '0445', '8ae16f971eacad369df091e68c26e63b8c6da9a5', 'v0.0.513'),
     ('regnety080', '0509', '687183a2b431c9fa5cf536cbe884eaefaef57e59', 'v0.0.473'),
     ('regnety120', '0482', '0946781aa91bef0f89307f33defdac7d5f385861', 'v0.0.473'),
     ('regnety160', '0497', 'e458ce58977d36ffb48043853a65e471c4a100c2', 'v0.0.473'),
@@ -189,7 +189,7 @@
     ('dicenet_wd5', '3067', 'e7d011943764bb73e409f13948f933d7dd7a4217', 'v0.0.497'),
     ('dicenet_wd2', '2370', 'add0bc225414bada5ec847c54c230c9a1cc42f3f', 'v0.0.497'),
     ('dicenet_w3d4', '1647', '7200f0a35cae789ee223351ae4c6c67642eb6816', 'v0.0.497'),
-    ('dicenet_w1', '1429', '6775498aae3393a0f41fd4e6bcc28102e5817085', 'v0.0.497'),
+    ('dicenet_w1', '1411', '93e2e0df3b9cb62c8ba08d3f3d61237e20fce9e2', 'v0.0.513'),
     ('dicenet_w5d4', '1296', 'd24fc61ecbbc69796e10173f598284f92f73edcf', 'v0.0.497'),
     ('dicenet_w3d2', '1191', '08213162e273659783a9aef09371e78dd62a4961', 'v0.0.497'),
     ('dicenet_w7d8', '1121', 'be69a9711bfeaa8414d0591cde448a1a0a9db6d4', 'v0.0.497'),

diff --git a/pytorch/README.md b/pytorch/README.md
@@ -277,7 +277,7 @@ OpenCV `Resize` transformation instead of PIL one quality evaluation results wil
 | RegNetX-1.6GF | 22.44 | 6.37 | 9,190,136 | 1,618.99M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.486/regnetx016-0637-6de8a97b.pth.log)) |
 | RegNetX-3.2GF | 21.48 | 5.92 | 15,296,552 | 3,199.55M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.492/regnetx032-0592-75dc82ab.pth.log)) |
 | RegNetX-4.0GF | 19.69 | 4.88 | 22,118,248 | 3,986.29M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.495/regnetx040-0488-b891108c.pth.log)) |
-| RegNetX-6.4GF | 21.06 | 5.57 | 26,209,256 | 6,491.01M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnetx064-0557-e28df79c.pth.log)) |
+| RegNetX-6.4GF | 20.13 | 5.02 | 26,209,256 | 6,491.01M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.513/regnetx064-0502-c4247c93.pth.log)) |
 | RegNetX-8.0GF | 21.00 | 5.51 | 39,572,648 | 8,017.94M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnetx080-0551-e8d5baaa.pth.log)) |
 | RegNetX-12GF | 20.55 | 5.38 | 46,106,056 | 12,124.22M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnetx120-0538-5eb7ad44.pth.log)) |
 | RegNetX-16GF | 20.07 | 5.17 | 54,278,536 | 15,986.64M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnetx160-0517-27653d34.pth.log)) |
@@ -289,7 +289,7 @@ OpenCV `Resize` transformation instead of PIL one quality evaluation results wil
 | RegNetY-1.6GF | 21.41 | 5.81 | 11,202,430 | 1,629.48M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.486/regnety016-0581-b45eccd6.pth.log)) |
 | RegNetY-3.2GF | 18.04 | 4.04 | 19,436,338 | 3,199.15M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnety032-0404-cb331486.pth.log)) |
 | RegNetY-4.0GF | 19.56 | 4.70 | 20,646,656 | 3,999.16M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.494/regnety040-0470-052d7681.pth.log)) |
-| RegNetY-6.4GF | 19.07 | 4.58 | 30,583,252 | 6,388.91M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.512/regnety064-0458-0e191432.pth.log)) |
+| RegNetY-6.4GF | 19.03 | 4.56 | 30,583,252 | 6,388.91M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.513/regnety064-0456-bff39135.pth.log)) |
 | RegNetY-8.0GF | 20.18 | 5.13 | 39,180,068 | 7,996.54M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnety080-0513-c69743cd.pth.log)) |
 | RegNetY-12GF | 19.68 | 4.92 | 51,822,544 | 12,132.55M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnety120-0492-ba4fb43d.pth.log)) |
 | RegNetY-16GF | 19.76 | 5.03 | 83,590,140 | 15,944.53M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnety160-0503-2c0ad1f9.pth.log)) |

diff --git a/pytorch/pytorchcv/models/model_store.py b/pytorch/pytorchcv/models/model_store.py
@@ -125,7 +125,7 @@
     ('regnetx016', '0637', '6de8a97b67a34be6e9acc234261f051da1b9444a', 'v0.0.486', 'RegNetX-1.6GF', '', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('regnetx032', '0592', '75dc82ab5cbc1b715444b8336b5178580bd6d7d9', 'v0.0.492', 'RegNetX-3.2GF', '', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('regnetx040', '0488', 'b891108c3dd4594ae0d6ecb91ad7be3d2d96878d', 'v0.0.495', 'RegNetX-4.0GF', '', 'in1k', 224, 0.875, 200, ''),  # noqa
-    ('regnetx064', '0557', 'e28df79ca0a7a4a6895e9a497f82aebcaffbac79', 'v0.0.473', 'RegNetX-6.4GF', '', 'in1k', 224, 0.875, 200, '[rwightman/pyt...models]'),  # noqa
+    ('regnetx064', '0502', 'c4247c938a0aad2a5ee29d84e336c41be0448c34', 'v0.0.513', 'RegNetX-6.4GF', '', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('regnetx080', '0551', 'e8d5baaac129477540ef4614fcb45cafd9173851', 'v0.0.473', 'RegNetX-8.0GF', '', 'in1k', 224, 0.875, 200, '[rwightman/pyt...models]'),  # noqa
     ('regnetx120', '0538', '5eb7ad44af359b980da57a849e93973dcfe2646f', 'v0.0.473', 'RegNetX-12GF', '', 'in1k', 224, 0.875, 200, '[rwightman/pyt...models]'),  # noqa
     ('regnetx160', '0517', '27653d34da3b42c6a868fb2a3ad404107bdeacda', 'v0.0.473', 'RegNetX-16GF', '', 'in1k', 224, 0.875, 200, '[rwightman/pyt...models]'),  # noqa
@@ -137,7 +137,7 @@
     ('regnety016', '0581', 'b45eccd6d1a80dc6e5608abd89c79db7547f2735', 'v0.0.486', 'RegNetY-1.6GF', '', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('regnety032', '0404', 'cb3314864b68dfd2e0037928a3b635c81f86ccb2', 'v0.0.473', 'RegNetY-3.2GF', '', 'in1k', 224, 0.875, 200, '[rwightman/pyt...models]'),  # noqa
     ('regnety040', '0470', '052d76810aca2267e217a219d600299acc171c40', 'v0.0.494', 'RegNetY-4.0GF', '', 'in1k', 224, 0.875, 200, ''),  # noqa
-    ('regnety064', '0458', '0e191432038ca845d4ba7aaf2e3caf53290edd74', 'v0.0.512', 'RegNetY-6.4GF', '', 'in1k', 224, 0.875, 200, ''),  # noqa
+    ('regnety064', '0456', 'bff39135d55313cb424adeb8bb4b22db7fea09ba', 'v0.0.513', 'RegNetY-6.4GF', '', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('regnety080', '0513', 'c69743cd3e6f38d0b6ef366496b95a04b71b2912', 'v0.0.473', 'RegNetY-8.0GF', '', 'in1k', 224, 0.875, 200, '[rwightman/pyt...models]'),  # noqa
     ('regnety120', '0492', 'ba4fb43d03c1ad4bc94d6a3ae8a240a4c081c6f7', 'v0.0.473', 'RegNetY-12GF', '', 'in1k', 224, 0.875, 200, '[rwightman/pyt...models]'),  # noqa
     ('regnety160', '0503', '2c0ad1f9aad67a79390af3f5ef3dfc70fc8b517d', 'v0.0.473', 'RegNetY-16GF', '', 'in1k', 224, 0.875, 200, '[rwightman/pyt...models]'),  # noqa