From 881055d10796ae1fa686de3c6fc46f523ca75256 Mon Sep 17 00:00:00 2001 From: Oleg Semery Date: Tue, 23 Feb 2021 10:47:34 +0300 Subject: [PATCH] Upd info about AirNet50-1x64d (r=16) models --- chainer_/README.md | 2 +- chainer_/chainercv2/models/model_store.py | 2 +- gluon/README.md | 2 +- gluon/gluoncv2/models/model_store.py | 2 +- pytorch/README.md | 2 +- pytorch/pytorchcv/models/model_store.py | 2 +- tensorflow2/README.md | 2 +- tensorflow2/tf2cv/models/model_store.py | 2 +- 8 files changed, 8 insertions(+), 8 deletions(-) diff --git a/chainer_/README.md b/chainer_/README.md index 0415a466f..dd7052bce 100644 --- a/chainer_/README.md +++ b/chainer_/README.md @@ -238,7 +238,7 @@ Some remarks: | ResNeSt(A)-200 | 16.81 | 3.39 | 70,201,544 | 22,857.88M | From [dmlc/gluon-cv] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.465/resnesta200-0339-b521427b.npz.log)) | | ResNeSt(A)-269 | 16.40 | 3.36 | 110,929,480 | 46,012.95M | From [dmlc/gluon-cv] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.465/resnesta269-0336-933dbe64.npz.log)) | | AirNet50-1x64d (r=2) | 22.46 | 6.20 | 27,425,864 | 4,772.11M | From [soeaver/AirNet-PyTorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.120/airnet50_1x64d_r2-0620-b6a9359d.npz.log)) | -| AirNet50-1x64d (r=16) | 22.89 | 6.50 | 25,714,952 | 4,399.97M | From [soeaver/AirNet-PyTorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.120/airnet50_1x64d_r16-0650-95da530f.npz.log)) | +| AirNet50-1x64d (r=16) | 21.11 | 5.47 | 25,714,952 | 4,399.97M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.519/airnet50_1x64d_r16-0547-6d3d6db4.npz.log)) | | AirNeXt50-32x4d (r=2) | 21.50 | 5.73 | 27,604,296 | 5,339.58M | From [soeaver/AirNet-PyTorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.120/airnext50_32x4d_r2-0573-160860f7.npz.log)) | | BAM-ResNet-50 | 20.58 | 5.35 | 25,915,099 | 4,196.09M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.499/bam_resnet50-0535-e2069bb5.npz.log)) | | CBAM-ResNet-50 | 20.32 | 5.13 | 28,089,624 | 4,116.97M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.514/cbam_resnet50-0513-ccc1f844.npz.log)) | diff --git a/chainer_/chainercv2/models/model_store.py b/chainer_/chainercv2/models/model_store.py index 2ee18d6b0..d20fb4885 100644 --- a/chainer_/chainercv2/models/model_store.py +++ b/chainer_/chainercv2/models/model_store.py @@ -104,7 +104,7 @@ ('resnesta200', '0339', 'b521427b8e168879455118c21ed4d99f2d37a682', 'v0.0.465'), ('resnesta269', '0336', '933dbe64fb27a174752b77980bad3c545582c5e8', 'v0.0.465'), ('airnet50_1x64d_r2', '0620', 'b6a9359d735916ff8f6192c631b7c646f489fc41', 'v0.0.120'), - ('airnet50_1x64d_r16', '0650', '95da530f61ae4b0dda4b52c88f37bbc7cc674a03', 'v0.0.120'), + ('airnet50_1x64d_r16', '0547', '6d3d6db4c9ae6f449c3fa9d7d2787dad7e03bed1', 'v0.0.519'), ('airnext50_32x4d_r2', '0573', '160860f7a1750d759c36e6000080c839cda7ac56', 'v0.0.120'), ('bam_resnet50', '0535', 'e2069bb5c18d2dca451688615bc0197a3387e441', 'v0.0.499'), ('cbam_resnet50', '0513', 'ccc1f844910b90ee442af01e8fb7005f61c707d9', 'v0.0.514'), diff --git a/gluon/README.md b/gluon/README.md index 94ee20d09..4acb9dd23 100644 --- a/gluon/README.md +++ b/gluon/README.md @@ -259,7 +259,7 @@ bottleneck block. Respectively a network without b-suffix has the stride in the | IBN-DenseNet-121 | 23.33 | 6.46 | 7,978,856 | 2,872.13M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.493/ibn_densenet121-0646-82ee3ff4.params.log)) | | IBN-DenseNet-169 | 22.14 | 6.08 | 14,149,480 | 3,403.89M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.500/ibn_densenet169-0608-b509f339.params.log)) | | AirNet50-1x64d (r=2) | 22.48 | 6.21 | 27,425,864 | 4,772.11M | From [soeaver/AirNet-PyTorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.120/airnet50_1x64d_r2-0621-347358cc.params.log)) | -| AirNet50-1x64d (r=16) | 22.91 | 6.46 | 25,714,952 | 4,399.97M | From [soeaver/AirNet-PyTorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.120/airnet50_1x64d_r16-0646-0b847b99.params.log)) | +| AirNet50-1x64d (r=16) | 21.11 | 5.44 | 25,714,952 | 4,399.97M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.519/airnet50_1x64d_r16-0544-09a9f13b.params.log)) | | AirNeXt50-32x4d (r=2) | 21.51 | 5.75 | 27,604,296 | 5,339.58M | From [soeaver/AirNet-PyTorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.120/airnext50_32x4d_r2-0575-ab104fb5.params.log)) | | BAM-ResNet-50 | 20.59 | 5.38 | 25,915,099 | 4,196.09M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.499/bam_resnet50-0538-fa612c3d.params.log)) | | CBAM-ResNet-50 | 20.33 | 5.13 | 28,089,624 | 4,116.97M | Training ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.514/cbam_resnet50-0513-29de4161.params.log)) | diff --git a/gluon/gluoncv2/models/model_store.py b/gluon/gluoncv2/models/model_store.py index 274c3a652..bec7efcf3 100644 --- a/gluon/gluoncv2/models/model_store.py +++ b/gluon/gluoncv2/models/model_store.py @@ -110,7 +110,7 @@ ('ibn_densenet121', '0646', '82ee3ff44fd308107ec07d759c52a99e94af7041', 'v0.0.493'), ('ibn_densenet169', '0608', 'b509f33947b2f205f03e49ce2d5ee87855bbf708', 'v0.0.500'), ('airnet50_1x64d_r2', '0621', '347358cc4a3ac727784665e8113cd11bfa79c606', 'v0.0.120'), - ('airnet50_1x64d_r16', '0646', '0b847b998253ba22409eed4b939ec2158928a33f', 'v0.0.120'), + ('airnet50_1x64d_r16', '0544', '09a9f13b9d5f3e27eb26271070cc4bf8dd72cf9f', 'v0.0.519'), ('airnext50_32x4d_r2', '0575', 'ab104fb5225b17836d523a525903db254f5fdd99', 'v0.0.120'), ('bam_resnet50', '0538', 'fa612c3da552cd26094634c359413db69d0ef97b', 'v0.0.499'), ('cbam_resnet50', '0513', '29de416140f2e556e68c99b97491cd47ec1ceff1', 'v0.0.514'), diff --git a/pytorch/README.md b/pytorch/README.md index bf58bd024..751409ec6 100644 --- a/pytorch/README.md +++ b/pytorch/README.md @@ -263,7 +263,7 @@ OpenCV `Resize` transformation instead of PIL one quality evaluation results wil | IBN-DenseNet-121 | 23.58 | 6.73 | 7,978,856 | 2,872.13M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.493/ibn_densenet121-0673-0ea2c535.pth.log)) | | IBN-DenseNet-169 | 22.42 | 6.19 | 14,149,480 | 3,403.89M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.500/ibn_densenet169-0619-ec2c0556.pth.log)) | | AirNet50-1x64d (r=2) | 21.84 | 5.90 | 27,425,864 | 4,772.11M | From [soeaver/AirNet-PyTorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.120/airnet50_1x64d_r2-0590-3ec42212.pth.log)) | -| AirNet50-1x64d (r=16) | 22.11 | 6.19 | 25,714,952 | 4,399.97M | From [soeaver/AirNet-PyTorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.120/airnet50_1x64d_r16-0619-090179e7.pth.log)) | +| AirNet50-1x64d (r=16) | 21.24 | 5.60 | 25,714,952 | 4,399.97M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.519/airnet50_1x64d_r16-0560-d46d344b.pth.log)) | | AirNeXt50-32x4d (r=2) | 20.87 | 5.51 | 27,604,296 | 5,339.58M | From [soeaver/AirNet-PyTorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.120/airnext50_32x4d_r2-0551-c68156e5.pth.log)) | | BAM-ResNet-50 | 20.91 | 5.47 | 25,915,099 | 4,196.09M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.499/bam_resnet50-0547-a04adf3c.pth.log)) | | CBAM-ResNet-50 | 20.59 | 5.24 | 28,089,624 | 4,116.97M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.514/cbam_resnet50-0524-f824c591.pth.log)) | diff --git a/pytorch/pytorchcv/models/model_store.py b/pytorch/pytorchcv/models/model_store.py index e117853e4..39fc1c4fe 100644 --- a/pytorch/pytorchcv/models/model_store.py +++ b/pytorch/pytorchcv/models/model_store.py @@ -111,7 +111,7 @@ ('ibn_densenet121', '0673', '0ea2c535382c7a3d92e712617d8405ba631c071f', 'v0.0.493', 'IBN-DenseNet-121', '1807.09441', 'in1k', 224, 0.875, 200, ''), # noqa ('ibn_densenet169', '0619', 'ec2c0556f4fb2e2e51d49460095bf28259cb5d19', 'v0.0.500', 'IBN-DenseNet-169', '1807.09441', 'in1k', 224, 0.875, 200, ''), # noqa ('airnet50_1x64d_r2', '0590', '3ec422128d17314124c02e3bb0f77e26777fb385', 'v0.0.120', 'AirNet50-1x64d (r=2)', '', 'in1k', 224, 0.875, 200, '[soeaver/AirNet-PyTorch]'), # noqa - ('airnet50_1x64d_r16', '0619', '090179e777f47057bedded22d669bf9f9ce3169c', 'v0.0.120', 'AirNet50-1x64d (r=16)', '', 'in1k', 224, 0.875, 200, '[soeaver/AirNet-PyTorch]'), # noqa + ('airnet50_1x64d_r16', '0560', 'd46d344b7e4216d43dc83659afd265d11cf3e05e', 'v0.0.519', 'AirNet50-1x64d (r=16)', '', 'in1k', 224, 0.875, 200, ''), # noqa ('airnext50_32x4d_r2', '0551', 'c68156e5e446a1116b1b42bc94b3f881ab73fe92', 'v0.0.120', 'AirNeXt50-32x4d (r=2)', '', 'in1k', 224, 0.875, 200, '[soeaver/AirNet-PyTorch]'), # noqa ('bam_resnet50', '0547', 'a04adf3c93f56836509f66668aa90360c9688eb8', 'v0.0.499', 'BAM-ResNet-50', '1807.06514', 'in1k', 224, 0.875, 200, ''), # noqa ('cbam_resnet50', '0524', 'f824c591846ecdef0d499a3a9cbdb101c6c688a1', 'v0.0.514', 'CBAM-ResNet-50', '1807.06521', 'in1k', 224, 0.875, 200, ''), # noqa diff --git a/tensorflow2/README.md b/tensorflow2/README.md index 6a18c91a2..03772763f 100644 --- a/tensorflow2/README.md +++ b/tensorflow2/README.md @@ -221,7 +221,7 @@ Some remarks: | IBN-DenseNet-121 | 23.34 | 6.47 | 7,978,856 | 2,872.13M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.493/ibn_densenet121-0647-830420b2.tf2.h5.log)) | | IBN-DenseNet-169 | 22.13 | 6.07 | 14,149,480 | 3,403.89M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.500/ibn_densenet169-0607-74a97a40.tf2.h5.log)) | | AirNet50-1x64d (r=2) | 22.54 | 6.23 | 27,425,864 | 4,772.11M | From [soeaver/AirNet-PyTorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.423/airnet50_1x64d_r2-0623-6940f0e5.tf2.h5.log)) | -| AirNet50-1x64d (r=16) | 22.89 | 6.50 | 25,714,952 | 4,399.97M | From [soeaver/AirNet-PyTorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.423/airnet50_1x64d_r16-0650-b7bb8662.tf2.h5.log)) | +| AirNet50-1x64d (r=16) | 21.12 | 5.50 | 25,714,952 | 4,399.97M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.519/airnet50_1x64d_r16-0550-9500236c.tf2.h5.log)) | | AirNeXt50-32x4d (r=2) | 21.47 | 5.72 | 27,604,296 | 5,339.58M | From [soeaver/AirNet-PyTorch] ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.423/airnext50_32x4d_r2-0572-fa8e40ab.tf2.h5.log)) | | BAM-ResNet-50 | 20.60 | 5.37 | 25,915,099 | 4,196.09M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.499/bam_resnet50-0537-a9720e15.tf2.h5.log)) | | CBAM-ResNet-50 | 20.38 | 5.14 | 28,089,624 | 4,116.97M | Converted from GL model ([log](https://github.com/osmr/imgclsmob/releases/download/v0.0.514/cbam_resnet50-0514-55f01862.tf2.h5.log)) | diff --git a/tensorflow2/tf2cv/models/model_store.py b/tensorflow2/tf2cv/models/model_store.py index 952bb1ace..3b7946ef2 100644 --- a/tensorflow2/tf2cv/models/model_store.py +++ b/tensorflow2/tf2cv/models/model_store.py @@ -111,7 +111,7 @@ ('ibn_densenet121', '0647', '830420b2efb5b701e5498b14c9aa25f4eb62a14e', 'v0.0.493', 'in1k', 0.875), ('ibn_densenet169', '0607', '74a97a40e8f2249d98d2c8559a49ec2a02336973', 'v0.0.500', 'in1k', 0.875), ('airnet50_1x64d_r2', '0623', '6940f0e553a65c1beb4b769e31685cdde59359b8', 'v0.0.423', 'in1k', 0.875), - ('airnet50_1x64d_r16', '0650', 'b7bb86623e680f08a39828894052099cc5198842', 'v0.0.423', 'in1k', 0.875), + ('airnet50_1x64d_r16', '0550', '9500236cd5cce3d991b6d435a1950d23dab7a285', 'v0.0.519', 'in1k', 0.875), ('airnext50_32x4d_r2', '0572', 'fa8e40ab400cd8507a02606db72d270382482ecf', 'v0.0.423', 'in1k', 0.875), ('bam_resnet50', '0537', 'a9720e151405bd9d1bf361fbcb817e431314904f', 'v0.0.499', 'in1k', 0.875), ('cbam_resnet50', '0514', '55f018626368c63e99976e87051779b52e16ecbb', 'v0.0.514', 'in1k', 0.875),