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update readme
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‎README.md

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بسم الله الرحمن الرحیم
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پیاده سازی پایتورچ سیمپل نت
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# SimpleNet in Pytorch
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SimpleNetV1 architecture implementation in Pytorch
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| SimpleNetV1_imagenet(5.78 MB) | 1.5m | 61.524/83.43 | 69.11/88.10 |
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SimpleNet performs very decently, it outperforms VGGNet, variants of ResNet and MobileNets(1-3)
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and its pretty fast as well!
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and its pretty fast as well! and its all using plain old CNN!.
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For benchmark results [look here](https://github.com/Coderx7/SimpleNet_Pytorch/tree/master/ImageNet/training_scripts/imagenet_training/results)
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-- The models pretrained weights (pytorch, onnx, jit) can be found in [Release section](https://github.com/Coderx7/SimpleNet_Pytorch/releases)
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