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[bug] Size of DLC for Sagemaker support inference is more than the expected size of the platform #4616

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@subhamagrawal-neurabit

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@subhamagrawal-neurabit

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Concise Description:
The size of the DLC image is more than the recommended limit on the sagemaker platform

DLC image/dockerfile:
763104351884.dkr.ecr.us-east-1.amazonaws.com/pytorch-inference:2.0.0-gpu-py310-cu118-ubuntu20.04-sagemaker

Current behavior:
The endpoint creation fails with reason - Image size 13494688833 is greater than supported size 10737418240

Expected behavior:
The size of the DLC should be less than the size of the recommended container on Sagemaker

Additional context:
I have a pretrained yolov8 model and the code package is total 208 MB including the weights.

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