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Amazon SageMaker Shadow Deployment: Semantic Segmentation from the HuggingFace Hub

francescopochetti.com · published 27 December 2022

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https://github.com/FraPochetti/KagglePlaygrounds/blob/master/sagemaker_shadow_huggingface/shadow.ipynb

github.com

https://aws.amazon.com/blogs/aws/new-for-amazon-sagemaker-perform-shadow-tests-to-compare-inference-performance-between-ml-model-variants/

aws.amazon.com

https://sagemaker-examples.readthedocs.io/en/latest/sagemaker-shadow-variant/Shadow_variant.html

sagemaker-examples.readthedocs.io

https://sagemaker.readthedocs.io/en/stable/frameworks/huggingface/sagemaker.huggingface.html

sagemaker.readthedocs.io

https://sagemaker.readthedocs.io/en/stable/api/utility/image_uris.html

sagemaker.readthedocs.io

https://github.com/aws/sagemaker-huggingface-inference-toolkit

github.com

https://huggingface.co/nvidia/segformer-b0-finetuned-ade-512-512

huggingface.co

Semantic Segmantion with Hugging Face's Transformers and Amazon SageMaker Read at the source ↗

https://huggingface.co/microsoft/beit-base-finetuned-ade-640-640

huggingface.co