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Fast Neural Style Transfer: deploying PyTorch models to AWS Lambda

francescopochetti.com · published 21 January 2020

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https://github.com/FraPochetti/examples/tree/master/fast_neural_style/neural_style
github.com
https://github.com/FraPochetti/examples/blob/master/fast_neural_style/neural_style/FastStyleTransferPytorch.ipynb
github.com
https://github.com/gabrielelanaro/ml-prototypes/blob/master/prototypes/styletransfer/fast_image_no_sage_lambda.py
github.com
http://visualneurons.com/
visualneurons.com
https://arxiv.org/abs/1603.08155
arxiv.org
https://github.com/pytorch/examples
github.com
https://github.com/mattmcclean/sam-pytorch-example
github.com
https://github.com/gabrielelanaro/ml-prototypes/blob/f07ac38d77d4fe97299a491d53c79938f5512a43/prototypes/styletransfer/fast_image_no_sage_lambda.py
github.com
http://visualneurons.com/fast.html
visualneurons.com
https://mikhail.io/serverless/coldstarts/aws/
mikhail.io
https://github.com/gabrielelanaro/ml-prototypes/blob/fra-fst/prototypes/styletransfer/fast_neural_st/FastNeuralST.ipynb
github.com
https://github.com/gabrielelanaro/ml-prototypes/blob/fra-fst/prototypes/styletransfer/fast_neural_st/fast_style_transfer_utils.py
github.com
https://docs.fast.ai/callbacks.lr_finder.html
docs.fast.ai
https://docs.fast.ai/callbacks.one_cycle.html
docs.fast.ai
https://sgugger.github.io/how-do-you-find-a-good-learning-rate.html
sgugger.github.io
https://sgugger.github.io/the-1cycle-policy.html
sgugger.github.io
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