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Update version, results csv files, and move remaining dropbox weights to github
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6 files changed

+15
-9
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results/results-all.csv

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@@ -13,20 +13,22 @@ fbnetc_100,75.12,24.88,92.386,7.614,5.57,224,0.875,bilinear
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resnet26,75.292,24.708,92.57,7.43,16,224,0.875,bicubic
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semnasnet_100,75.456,24.544,92.592,7.408,3.89,224,0.875,bicubic
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mobilenetv3_100,75.628,24.372,92.708,7.292,5.48,224,0.875,bicubic
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tf_mixnet_s,75.648,24.352,92.636,7.364,4.13,224,0.875,bicubic
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densenet169,75.912,24.088,93.024,6.976,14.15,224,0.875,bicubic
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tv_resnet50,76.13,23.87,92.862,7.138,25.56,224,0.875,bilinear
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dpn68,76.306,23.694,92.97,7.03,12.61,224,0.875,bicubic
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tf_efficientnet_b0,76.528,23.472,93.01,6.99,5.29,224,0.875,bicubic
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resnet26d,76.68,23.32,93.166,6.834,16.01,224,0.875,bicubic
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efficientnet_b0,76.914,23.086,93.206,6.794,5.29,224,0.875,bicubic
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tf_mixnet_m,76.95,23.05,93.156,6.844,5.01,224,0.875,bicubic
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seresnext26_32x4d,77.1,22.9,93.31,6.69,16.79,224,0.875,bicubic
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densenet201,77.29,22.71,93.478,6.522,20.01,224,0.875,bicubic
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densenet161,77.348,22.652,93.648,6.352,28.68,224,0.875,bicubic
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resnet101,77.374,22.626,93.546,6.454,44.55,224,0.875,bilinear
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inception_v3,77.434,22.566,93.478,6.522,27.16,299,0.875,bicubic
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inception_v3,77.432,22.568,93.478,6.522,27.16,299,0.875,bicubic
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dpn68b,77.514,22.486,93.822,6.178,12.61,224,0.875,bicubic
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adv_inception_v3,77.576,22.424,93.724,6.276,23.83,299,0.875,bicubic
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gluon_resnet50_v1b,77.578,22.422,93.718,6.282,25.56,224,0.875,bicubic
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adv_inception_v3,77.58,22.42,93.724,6.276,23.83,299,0.875,bicubic
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tv_resnext50_32x4d,77.618,22.382,93.698,6.302,25.03,224,0.875,bilinear
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seresnet50,77.636,22.364,93.752,6.248,28.09,224,0.875,bilinear
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tf_inception_v3,77.856,22.144,93.644,6.356,23.83,299,0.875,bicubic
@@ -40,6 +42,7 @@ tf_efficientnet_b1,78.554,21.446,94.098,5.902,7.79,240,0.882,bicubic
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seresnet152,78.658,21.342,94.374,5.626,66.82,224,0.875,bilinear
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efficientnet_b1,78.692,21.308,94.086,5.914,7.79,240,0.882,bicubic
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gluon_resnet50_v1s,78.712,21.288,94.242,5.758,25.68,224,0.875,bicubic
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tf_mixnet_l,78.77,21.23,94.004,5.996,7.33,224,0.875,bicubic
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gluon_inception_v3,78.804,21.196,94.38,5.62,23.83,299,0.875,bicubic
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wide_resnet101_2,78.846,21.154,94.284,5.716,126.89,224,0.875,bilinear
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xception,79.048,20.952,94.392,5.608,22.86,299,0.8975,bicubic

results/results-inv2-matched-frequency.csv

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@@ -15,7 +15,9 @@ mobilenetv3_100,63.23,36.77,84.52,15.48,5.48,224,0.875,bicubic
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tv_resnet50,63.33,36.67,84.65,15.35,25.56,224,0.875,bilinear
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resnet26,63.45,36.55,84.27,15.73,16,224,0.875,bicubic
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tf_efficientnet_b0,63.53,36.47,84.88,15.12,5.29,224,0.875,bicubic
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tf_mixnet_s,63.59,36.41,84.27,15.73,4.13,224,0.875,bicubic
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dpn68,64.22,35.78,85.18,14.82,12.61,224,0.875,bicubic
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tf_mixnet_m,64.27,35.73,85.09,14.91,5.01,224,0.875,bicubic
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efficientnet_b0,64.58,35.42,85.89,14.11,5.29,224,0.875,bicubic
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resnet26d,64.63,35.37,85.12,14.88,16.01,224,0.875,bicubic
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densenet169,64.78,35.22,85.25,14.75,14.15,224,0.875,bicubic
@@ -34,6 +36,7 @@ gluon_resnet50_v1c,66.54,33.46,86.16,13.84,25.58,224,0.875,bicubic
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adv_inception_v3,66.6,33.4,86.56,13.44,23.83,299,0.875,bicubic
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wide_resnet50_2,66.65,33.35,86.81,13.19,68.88,224,0.875,bilinear
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wide_resnet101_2,66.68,33.32,87.04,12.96,126.89,224,0.875,bilinear
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tf_mixnet_l,66.78,33.22,86.46,13.54,7.33,224,0.875,bicubic
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resnet50,66.81,33.19,87,13,25.56,224,0.875,bicubic
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resnext50_32x4d,66.88,33.12,86.36,13.64,25.03,224,0.875,bicubic
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resnet152,67.02,32.98,87.57,12.43,60.19,224,0.875,bilinear

timm/models/gen_efficientnet.py

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@@ -68,7 +68,7 @@ def _cfg(url='', **kwargs):
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url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/fbnetc_100-c345b898.pth',
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interpolation='bilinear'),
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'spnasnet_100': _cfg(
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url='https://www.dropbox.com/s/iieopt18rytkgaa/spnasnet_100-048bc3f4.pth?dl=1',
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url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/spnasnet_100-048bc3f4.pth',
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interpolation='bilinear'),
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'efficientnet_b0': _cfg(
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url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/efficientnet_b0-d6904d92.pth'),

timm/models/inception_v3.py

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@@ -20,7 +20,7 @@
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},
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# my port of Tensorflow SLIM weights (http://download.tensorflow.org/models/inception_v3_2016_08_28.tar.gz)
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'tf_inception_v3': {
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'url': 'https://www.dropbox.com/s/xdh32bpdgqzpx8t/tf_inception_v3-e0069de4.pth?dl=1',
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'url': 'https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/tf_inception_v3-e0069de4.pth',
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'input_size': (3, 299, 299),
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'crop_pct': 0.875,
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'interpolation': 'bicubic',
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# my port of Tensorflow adversarially trained Inception V3 from
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# http://download.tensorflow.org/models/adv_inception_v3_2017_08_18.tar.gz
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'adv_inception_v3': {
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'url': 'https://www.dropbox.com/s/b5pudqh84gtl7i8/adv_inception_v3-9e27bd63.pth?dl=1',
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'url': 'https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/adv_inception_v3-9e27bd63.pth',
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'input_size': (3, 299, 299),
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'crop_pct': 0.875,
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'interpolation': 'bicubic',
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# from gluon pretrained models, best performing in terms of accuracy/loss metrics
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# https://gluon-cv.mxnet.io/model_zoo/classification.html
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'gluon_inception_v3': {
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'url': 'https://www.dropbox.com/s/8uv6wrl6it6394u/gluon_inception_v3-9f746940.pth?dl=1',
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'url': 'https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/gluon_inception_v3-9f746940.pth',
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'input_size': (3, 299, 299),
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'crop_pct': 0.875,
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'interpolation': 'bicubic',

timm/models/senet.py

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@@ -36,10 +36,10 @@ def _cfg(url='', **kwargs):
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'senet154':
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_cfg(url='http://data.lip6.fr/cadene/pretrainedmodels/senet154-c7b49a05.pth'),
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'seresnet18': _cfg(
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url='https://www.dropbox.com/s/3o3nd8mfhxod7rq/seresnet18-4bb0ce65.pth?dl=1',
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url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/seresnet18-4bb0ce65.pth',
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interpolation='bicubic'),
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'seresnet34': _cfg(
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url='https://www.dropbox.com/s/q31ccy22aq0fju7/seresnet34-a4004e63.pth?dl=1'),
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url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/seresnet34-a4004e63.pth'),
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'seresnet50': _cfg(
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url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-cadene/se_resnet50-ce0d4300.pth'),
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'seresnet101': _cfg(

timm/version.py

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__version__ = '0.1.8'
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__version__ = '0.1.10'

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