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Add lcnet_100 and mnasnet_small weights
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@ -23,6 +23,13 @@ I'm fortunate to be able to dedicate significant time and money of my own suppor
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## What's New
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## What's New
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### Jan 6, 2022
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* Tried training a few smaller models, two are good so far, more on the way...
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* `mnasnet_small` - 65.6 top-1
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* `lcnet_100` - 72.1 top-1
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* TinyNet models added by [rsomani95](https://github.com/rsomani95)
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* LCNet added via MobileNetV3 architecture
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### Nov 22, 2021
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### Nov 22, 2021
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* A number of updated weights anew new model defs
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* A number of updated weights anew new model defs
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* `eca_halonext26ts` - 79.5 @ 256
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* `eca_halonext26ts` - 79.5 @ 256
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@ -350,6 +350,7 @@ if 'GITHUB_ACTIONS' in os.environ:
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'vit_large*',
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'vit_large*',
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'vit_base_patch8*',
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'vit_base_patch8*',
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'xcit_large*',
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'xcit_large*',
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'*evob', '*evos', # until norm_norm_norm branch is merged
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]
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]
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@ -427,7 +428,6 @@ if 'GITHUB_ACTIONS' not in os.environ:
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'deit_*_distilled_patch16_224',
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'deit_*_distilled_patch16_224',
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'levit*',
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'levit*',
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'pit_*_distilled_224',
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'pit_*_distilled_224',
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'*evob', '*evos', # until norm_norm_norm branch is merged
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] + EXCLUDE_FX_FILTERS
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] + EXCLUDE_FX_FILTERS
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@ -77,7 +77,8 @@ default_cfgs = {
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'semnasnet_100': _cfg(
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'semnasnet_100': _cfg(
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url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/mnasnet_a1-d9418771.pth'),
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url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/mnasnet_a1-d9418771.pth'),
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'semnasnet_140': _cfg(url=''),
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'semnasnet_140': _cfg(url=''),
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'mnasnet_small': _cfg(url=''),
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'mnasnet_small': _cfg(
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url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/mnasnet_small-eb785140.pth'),
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'mobilenetv2_035': _cfg(
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'mobilenetv2_035': _cfg(
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url=''),
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url=''),
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@ -82,7 +82,10 @@ default_cfgs = {
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"lcnet_035": _cfg(),
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"lcnet_035": _cfg(),
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"lcnet_050": _cfg(),
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"lcnet_050": _cfg(),
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"lcnet_075": _cfg(),
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"lcnet_075": _cfg(),
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"lcnet_100": _cfg(),
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"lcnet_100": _cfg(
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url='https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights/lcnet_100-a929038c.pth',
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interpolation='bicubic',
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),
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"lcnet_150": _cfg(),
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"lcnet_150": _cfg(),
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}
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}
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