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Title: DeepLearningExamples/PyTorch/Classification/RN50v1.5 at torchhub · codeislife99/DeepLearningExamples · GitHub

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Description: Deep Learning Examples. Contribute to codeislife99/DeepLearningExamples development by creating an account on GitHub.

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LICENSE	https://github.com/codeislife99/DeepLearningExamples/blob/torchhub/PyTorch/Classification/RN50v1.5/LICENSE
LICENSE	https://github.com/codeislife99/DeepLearningExamples/blob/torchhub/PyTorch/Classification/RN50v1.5/LICENSE
README.md	https://github.com/codeislife99/DeepLearningExamples/blob/torchhub/PyTorch/Classification/RN50v1.5/README.md
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	https://github.com/codeislife99/DeepLearningExamples/tree/torchhub/PyTorch/Classification/RN50v1.5#the-model
original ResNet50 v1 model	https://arxiv.org/abs/1512.03385
Delving deep into rectifiers: Surpassing human-level performance on ImageNet classification	https://arxiv.org/pdf/1502.01852.pdf
	https://github.com/codeislife99/DeepLearningExamples/tree/torchhub/PyTorch/Classification/RN50v1.5#training-procedure
	https://github.com/codeislife99/DeepLearningExamples/tree/torchhub/PyTorch/Classification/RN50v1.5#optimizer
Training ImageNet in 1 hour	https://arxiv.org/abs/1706.02677
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	https://github.com/codeislife99/DeepLearningExamples/tree/torchhub/PyTorch/Classification/RN50v1.5#data-augmentation
	https://github.com/codeislife99/DeepLearningExamples/tree/torchhub/PyTorch/Classification/RN50v1.5#other-training-recipes
fast.ai	https://github.com/fastai/imagenet-fast
	https://github.com/codeislife99/DeepLearningExamples/tree/torchhub/PyTorch/Classification/RN50v1.5#setup
	https://github.com/codeislife99/DeepLearningExamples/tree/torchhub/PyTorch/Classification/RN50v1.5#requirements
NVIDIA Docker	https://github.com/NVIDIA/nvidia-docker
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Getting Started Using NVIDIA GPU Cloud	https://docs.nvidia.com/ngc/ngc-getting-started-guide/index.html
Accessing And Pulling From The NGC Container Registry	https://docs.nvidia.com/deeplearning/dgx/user-guide/index.html#accessing_registry
Running PyTorch	https://docs.nvidia.com/deeplearning/dgx/pytorch-release-notes/running.html#running
	https://github.com/codeislife99/DeepLearningExamples/tree/torchhub/PyTorch/Classification/RN50v1.5#training-using-mixed-precision-with-tensor-cores
	https://github.com/codeislife99/DeepLearningExamples/tree/torchhub/PyTorch/Classification/RN50v1.5#hardware-requirements
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	https://github.com/codeislife99/DeepLearningExamples/tree/torchhub/PyTorch/Classification/RN50v1.5#software-changes
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	https://github.com/codeislife99/DeepLearningExamples/tree/torchhub/PyTorch/Classification/RN50v1.5#dali
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	https://github.com/codeislife99/DeepLearningExamples/tree/torchhub/PyTorch/Classification/RN50v1.5#quick-start-guide
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