Upd info about several models (RegNetY-16GF & DiCENet x1.75)

osmr · Mar 9, 2021 · e09e53f · e09e53f
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Showing 8 changed files with 14 additions and 14 deletions.
diff --git a/chainer_/README.md b/chainer_/README.md
@@ -267,7 +267,7 @@ Some remarks:
 | 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 | 18.78 | 4.37 | 39,180,068 | 7,996.54M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.516/regnety080-0437-f324b046.npz.log)) |
 | RegNetY-12GF | 18.49 | 4.30 | 51,822,544 | 12,132.55M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.526/regnety120-0430-fa03425a.npz.log)) |
-| RegNetY-16GF | 20.21 | 4.83 | 83,590,140 | 15,944.53M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.525/regnety160-0483-af0774ec.npz.log)) |
+| RegNetY-16GF | 18.69 | 4.29 | 83,590,140 | 15,944.53M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.527/regnety160-0429-0a034eb9.npz.log)) |
 | RegNetY-32GF | 19.14 | 4.58 | 145,046,770 | 32,317.66M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnety320-0458-e26048d1.npz.log)) |
 | PyramidNet-101 (a=360) | 20.43 | 5.20 | 42,455,070 | 8,743.54M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.507/pyramidnet101_a360-0520-e37960c4.npz.log)) |
 | DiracNetV2-18 | 30.60 | 11.13 | 11,511,784 | 1,796.62M | From [szagoruyko/diracnets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.111/diracnet18v2-1113-b85b43d1.npz.log)) |
@@ -319,7 +319,7 @@ Some remarks:
 | 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 | 33.08 | 12.55 | 2,162,888 | 111.87M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.515/dicenet_w5d4-1255-f4914cf7.npz.log)) |
 | DiCENet x1.5 | 30.95 | 11.44 | 2,652,200 | 151.81M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.522/dicenet_w3d2-1144-a6b89c5e.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)) |
+| DiCENet x1.75 | 30.14 | 10.80 | 3,264,932 | 201.26M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.527/dicenet_w7d8-1080-f2a3e6ae.npz.log)) |
 | DiCENet x2.0 | 29.92 | 10.63 | 3,979,044 | 257.95M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_w2-1063-224f4153.npz.log)) |
 | HRNet-W18 Small V1 | 26.24 | 8.73 | 13,187,464 | 1,615.00M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.492/hrnet_w18_small_v1-0873-96476e4b.npz.log)) |
 | HRNet-W18 Small V2 | 21.73 | 6.03 | 15,597,464 | 2,618.84M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.499/hrnet_w18_small_v2-0603-87be5731.npz.log)) |

diff --git a/chainer_/chainercv2/models/model_store.py b/chainer_/chainercv2/models/model_store.py
@@ -133,7 +133,7 @@
     ('regnety064', '0446', '22d3ab05b95da9402dd8aaf08970c7fb13120b76', 'v0.0.513'),
     ('regnety080', '0437', 'f324b0464dc045e411606b6da836d13d5e456ce8', 'v0.0.516'),
     ('regnety120', '0430', 'fa03425ab8fc82a9bbbb59a4eb5173bb9f8ea7aa', 'v0.0.526'),
-    ('regnety160', '0483', 'af0774ecc04c142586bb88cc7c8d8192318f0049', 'v0.0.525'),
+    ('regnety160', '0429', '0a034eb9e3171320f3bd41199b466c96534f14aa', 'v0.0.527'),
     ('regnety320', '0458', 'e26048d11a550420d8c9a7c78df801ebc7eb06df', 'v0.0.473'),
     ('pyramidnet101_a360', '0520', 'e37960c468df05477caaf2fec90d9a81ff675cf3', 'v0.0.507'),
     ('diracnet18v2', '1113', 'b85b43d13697dfbddbea6e46dea4766359fff7e5', 'v0.0.111'),
@@ -185,7 +185,7 @@
     ('dicenet_w1', '1413', 'e926dbb2c070eb0b0c92fcb05d361d427c6a32ad', 'v0.0.513'),
     ('dicenet_w5d4', '1255', 'f4914cf7100caf8d768c15518caba45185a03f64', 'v0.0.515'),
     ('dicenet_w3d2', '1144', 'a6b89c5e819e032f30a729170871a7f2c13b11d6', 'v0.0.522'),
-    ('dicenet_w7d8', '1119', '9a46704627efc170b4409dad8f7ce8299fbbc867', 'v0.0.497'),
+    ('dicenet_w7d8', '1080', 'f2a3e6aeb1041a7d97afb3b21e1bd659cf1527c9', 'v0.0.527'),
     ('dicenet_w2', '1063', '224f41530a18a994311af3e8e3e0d92e3451ef4d', 'v0.0.497'),
     ('hrnet_w18_small_v1', '0873', '96476e4b15451b62abf443101a5152e34be552e2', 'v0.0.492'),
     ('hrnet_w18_small_v2', '0603', '87be573162d6f21af4c816a7b389a93ef9f7af85', 'v0.0.499'),

diff --git a/gluon/README.md b/gluon/README.md
@@ -288,7 +288,7 @@ bottleneck block. Respectively a network without b-suffix has the stride in the
 | 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 | 18.78 | 4.36 | 39,180,068 | 7,994.33M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.516/regnety080-0436-4cd7fc61.params.log)) |
 | RegNetY-12GF | 18.51 | 4.31 | 51,822,544 | 12,129.89M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.526/regnety120-0431-effa35b6.params.log)) |
-| RegNetY-16GF | 20.23 | 4.82 | 83,590,140 | 15,941.65M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.525/regnety160-0482-b46554c0.params.log)) |
+| RegNetY-16GF | 18.63 | 4.30 | 83,590,140 | 15,941.65M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.527/regnety160-0430-82731569.params.log)) |
 | RegNetY-32GF | 19.10 | 4.58 | 145,046,770 | 32,313.76M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnety320-0458-900b9591.params.log)) |
 | PyramidNet-101 (a=360) | 20.41 | 5.20 | 42,455,070 | 8,743.54M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.507/pyramidnet101_a360-0520-3a98a2bf.params.log)) |
 | DiracNetV2-18 | 30.61 | 11.17 | 11,511,784 | 1,796.62M | From [szagoruyko/diracnets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.111/diracnet18v2-1117-27601f6f.params.log)) |
@@ -341,7 +341,7 @@ bottleneck block. Respectively a network without b-suffix has the stride in the
 | 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 | 33ю11 | 12.51 | 2,162,888 | 111.60M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.515/dicenet_w5d4-1251-71073760.params.log)) |
 | DiCENet x1.5 | 31.00 | 11.44 | 2,652,200 | 151.48M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.522/dicenet_w3d2-1144-bb2a902d.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)) |
+| DiCENet x1.75 | 30.08 | 10.81 | 3,264,932 | 200.87M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.527/dicenet_w7d8-1081-37b9276b.params.log)) |
 | DiCENet x2.0 | 29.93 | 10.58 | 3,979,044 | 257.49M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_w2-1058-66980b52.params.log)) |
 | HRNet-W18 Small V1 | 26.20 | 8.73 | 13,187,464 | 1,614.87M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.492/hrnet_w18_small_v1-0873-1060c1c5.params.log)) |
 | HRNet-W18 Small V2 | 21.71 | 6.02 | 15,597,464 | 2,618.54M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.499/hrnet_w18_small_v2-0602-1f319e1b.params.log)) |

diff --git a/gluon/gluoncv2/models/model_store.py b/gluon/gluoncv2/models/model_store.py
@@ -139,7 +139,7 @@
     ('regnety064', '0445', '8ae16f971eacad369df091e68c26e63b8c6da9a5', 'v0.0.513'),
     ('regnety080', '0436', '4cd7fc61d54ec63bfeff11246e8258188351e7ed', 'v0.0.516'),
     ('regnety120', '0431', 'effa35b601ffbdced20342d9bfe3917a8279880a', 'v0.0.526'),
-    ('regnety160', '0482', 'b46554c0a36ea354cf327f196668ecb6b2962311', 'v0.0.525'),
+    ('regnety160', '0430', '8273156944dea5a439ef55e7ed84a10524be090c', 'v0.0.527'),
     ('regnety320', '0458', '900b95919cafc18d2a3404dcbe89e008f44170c2', 'v0.0.473'),
     ('pyramidnet101_a360', '0520', '3a98a2bfc4e74b00b5fff20783613281121a6d37', 'v0.0.507'),
     ('diracnet18v2', '1117', '27601f6fa54e3b10d77981f30650d7a9d4bce91e', 'v0.0.111'),
@@ -192,7 +192,7 @@
     ('dicenet_w1', '1411', '93e2e0df3b9cb62c8ba08d3f3d61237e20fce9e2', 'v0.0.513'),
     ('dicenet_w5d4', '1251', '710737608fb6e2282cdd3903d4a703eb1989b594', 'v0.0.515'),
     ('dicenet_w3d2', '1144', 'bb2a902d7adbe96472157e131153f48dfea9f37f', 'v0.0.522'),
-    ('dicenet_w7d8', '1121', 'be69a9711bfeaa8414d0591cde448a1a0a9db6d4', 'v0.0.497'),
+    ('dicenet_w7d8', '1081', '37b9276b8b97c87554652d6963a566cbd189b054', 'v0.0.527'),
     ('dicenet_w2', '1058', '66980b52c10eb72e0f254edfc1045f48f627eb37', 'v0.0.497'),
     ('hrnet_w18_small_v1', '0873', '1060c1c562770adb94115de1cad797684dbb5703', 'v0.0.492'),
     ('hrnet_w18_small_v2', '0602', '1f319e1b1990818754b97104467cfecf3401ae4e', 'v0.0.499'),

diff --git a/pytorch/README.md b/pytorch/README.md
@@ -292,7 +292,7 @@ OpenCV `Resize` transformation instead of PIL one quality evaluation results wil
 | 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 | 18.91 | 4.48 | 39,180,068 | 7,996.54M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.516/regnety080-0448-c084bf6a.pth.log)) |
 | RegNetY-12GF | 18.67 | 4.42 | 51,822,544 | 12,132.55M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.526/regnety120-0442-bf259560.pth.log)) |
-| RegNetY-16GF | 20.25 | 4.98 | 83,590,140 | 15,944.53M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.525/regnety160-0498-66977a86.pth.log)) |
+| RegNetY-16GF | 18.82 | 4.44 | 83,590,140 | 15,944.53M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.527/regnety160-0444-e7e05d91.pth.log)) |
 | RegNetY-32GF | 19.32 | 4.74 | 145,046,770 | 32,317.66M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnety320-0474-643155eb.pth.log)) |
 | PyramidNet-101 (a=360) | 20.53 | 5.43 | 42,455,070 | 8,743.54M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.507/pyramidnet101_a360-0543-7f1747f8.pth.log)) |
 | DiracNetV2-18 | 31.47 | 11.70 | 11,511,784 | 1,796.62M | From [szagoruyko/diracnets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.111/diracnet18v2-1170-e0673770.pth.log)) |

diff --git a/pytorch/pytorchcv/models/model_store.py b/pytorch/pytorchcv/models/model_store.py
@@ -140,7 +140,7 @@
     ('regnety064', '0456', 'bff39135d55313cb424adeb8bb4b22db7fea09ba', 'v0.0.513', 'RegNetY-6.4GF', '', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('regnety080', '0448', 'c084bf6a0ee2f7722396622fb7865ee0c19b7244', 'v0.0.516', 'RegNetY-8.0GF', '', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('regnety120', '0442', 'bf25956032eb6d98134a8e8b0e4640324cc92e59', 'v0.0.526', 'RegNetY-12GF', '', 'in1k', 224, 0.875, 200, ''),  # noqa
-    ('regnety160', '0498', '66977a8621f5c32259fb26e56b5679f12da46472', 'v0.0.525', 'RegNetY-16GF', '', 'in1k', 224, 0.875, 200, ''),  # noqa
+    ('regnety160', '0444', 'e7e05d91c588a308e1676163fd3ed914b61ab12e', 'v0.0.527', 'RegNetY-16GF', '', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('regnety320', '0474', '643155ebbf529baf5c36d0894ebba86bdf789cc8', 'v0.0.473', 'RegNetY-32GF', '', 'in1k', 224, 0.875, 200, '[rwightman/pyt...models]'),  # noqa
     ('pyramidnet101_a360', '0543', '7f1747f84b83b504ece3eb2bc3924d36343358ad', 'v0.0.507', 'PyramidNet-101 (a=360)', '1610.02915', 'in1k', 224, 0.875, 200, ''),  # noqa
     ('diracnet18v2', '1170', 'e06737707a1f5a5c7fe4e57da92ed890b034cb9a', 'v0.0.111', 'DiracNetV2-18', '1706.00388', 'in1k', 224, 0.875, 200, '[szagoruyko/diracnets]'),  # noqa

diff --git a/tensorflow2/README.md b/tensorflow2/README.md
@@ -250,7 +250,7 @@ Some remarks:
 | RegNetY-6.4GF | 18.96 | 4.42 | 30,583,252 | 6,388.91M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.513/regnety064-0442-d7aaab23.tf2.h5.log)) |
 | RegNetY-8.0GF | 18.77 | 4.39 | 39,180,068 | 7,996.54M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.516/regnety080-0439-e9b5f16a.tf2.h5.log)) |
 | RegNetY-12GF | 18.49 | 4.29 | 51,822,544 | 12,132.55M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.526/regnety120-0429-1d6a27ba.tf2.h5.log)) |
-| RegNetY-16GF | 20.25 | 4.83 | 83,590,140 | 15,944.53M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.525/regnety160-0483-97624901.tf2.h5.log)) |
+| RegNetY-16GF | 18.67 | 4.29 | 83,590,140 | 15,944.53M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.527/regnety160-0429-5a9e1191.tf2.h5.log)) |
 | RegNetY-32GF | 19.10 | 4.58 | 145,046,770 | 32,317.66M | From [rwightman/pyt...models] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.473/regnety320-0458-b9ceda18.tf2.h5.log)) |
 | PyramidNet-101 (a=360) | 20.42 | 5.20 | 42,455,070 | 8,743.54M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.507/pyramidnet101_a360-0520-a0d72160.tf2.h5.log)) |
 | DiracNetV2-18 | 30.59 | 11.13 | 11,511,784 | 1,796.62M | From [szagoruyko/diracnets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.429/diracnet18v2-1113-4d687b74.tf2.h5.log)) |
@@ -293,7 +293,7 @@ Some remarks:
 | DiCENet x1.0 | 35.47 | 14.39 | 1,805,604 | 82.17M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.513/dicenet_w1-1439-675507ad.tf2.h5.log)) |
 | DiCENet x1.25 | 33.66 | 12.86 | 2,162,888 | 111.87M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.515/dicenet_w5d4-1286-353f46cc.tf2.h5.log)) |
 | DiCENet x1.5 | 31.34 | 11.73 | 2,652,200 | 151.81M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.522/dicenet_w3d2-1173-2d5ba3eb.tf2.h5.log)) |
-| DiCENet x1.75 | 31.76 | 11.84 | 3,264,932 | 201.26M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_w7d8-1184-0b337403.tf2.h5.log)) |
+| DiCENet x1.75 | 30.74 | 11.31 | 3,264,932 | 201.26M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.527/dicenet_w7d8-1131-00845959.tf2.h5.log)) |
 | DiCENet x2.0 | 30.49 | 11.13 | 3,979,044 | 257.95M | From [sacmehta/EdgeNets] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.497/dicenet_w2-1113-a597b5bc.tf2.h5.log)) |
 | HRNet-W18 Small V1 | 26.23 | 8.71 | 13,187,464 | 1,614.87M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.492/hrnet_w18_small_v1-0871-6ae644af.tf2.h5.log)) |
 | HRNet-W18 Small V2 | 21.69 | 6.02 | 15,597,464 | 2,618.54M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.499/hrnet_w18_small_v2-0602-e9db4e0c.tf2.h5.log)) |

diff --git a/tensorflow2/tf2cv/models/model_store.py b/tensorflow2/tf2cv/models/model_store.py
@@ -140,7 +140,7 @@
     ('regnety064', '0442', 'd7aaab23d152c3a31170d8a62b51615530ced837', 'v0.0.513', 'in1k', 0.875),
     ('regnety080', '0439', 'e9b5f16aa6b119e0db33be4e0bd358a3f6a669d3', 'v0.0.516', 'in1k', 0.875),
     ('regnety120', '0429', '1d6a27ba993b9c0f885fc8ff8569f9fa8dd2488b', 'v0.0.526', 'in1k', 0.875),
-    ('regnety160', '0483', '9762490125183475e3362b1739937594481f1b56', 'v0.0.525', 'in1k', 0.875),
+    ('regnety160', '0429', '5a9e11914a6b299ac404a2b4bbccdff32af6b9f1', 'v0.0.527', 'in1k', 0.875),
     ('regnety320', '0458', 'b9ceda180b07d10357fef60f988505d98f6a8ea3', 'v0.0.473', 'in1k', 0.875),
     ('pyramidnet101_a360', '0520', 'a0d721603c2b3b63415f5dcee5b9cc40204bb89d', 'v0.0.507', 'in1k', 0.875),
     ('diracnet18v2', '1113', '4d687b749342d23996d078a0984fd6affe63e47c', 'v0.0.429', 'in1k', 0.875),
@@ -183,7 +183,7 @@
     ('dicenet_w1', '1439', '675507ad8fd2d5e932fa75dde3d37aaa00625ef9', 'v0.0.513', 'in1k', 0.875),
     ('dicenet_w5d4', '1286', '353f46cc9731a046466f6b5ea1df0beb4a4d96f3', 'v0.0.515', 'in1k', 0.875),
     ('dicenet_w3d2', '1173', '2d5ba3eb216b1fd4399e5c91136d19b66bb11dcb', 'v0.0.522', 'in1k', 0.875),
-    ('dicenet_w7d8', '1184', '0b33740313c54b124146a973781cae7b0939d6cc', 'v0.0.497', 'in1k', 0.875),
+    ('dicenet_w7d8', '1131', '008459595b70042884480f4946fee807384e781e', 'v0.0.527', 'in1k', 0.875),
     ('dicenet_w2', '1113', 'a597b5bce14e470a0b86fb2be6307ac45f724274', 'v0.0.497', 'in1k', 0.875),
     ('hrnet_w18_small_v1', '0871', '6ae644af92de5cb12ba6ccae0d25dc2b86204ada', 'v0.0.492', 'in1k', 0.875),
     ('hrnet_w18_small_v2', '0602', 'e9db4e0ccd82efbebdba9c5b03cd58b9aa99ea51', 'v0.0.499', 'in1k', 0.875),