Image generation predictor #3031
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ShipraJain01
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ankushbhatia2
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Please review only after #3019 is merged.
Context (benchmarking the Stable Diffusion model on MSCOCO): main...rdondera/sd .
Add image generation predictor class and utility class for uploading images. The predictor class runs inference with the image generation model on the input text prompts and uploads the results to the current datastore. The generated images will be downloaded together with the input images in the compute metrics component, and then metrics like the FID score will be computed.
Tested by running the evaluation pipeline for Stable Diffusion 2.1 in the cloud: https://ml.azure.com/experiments/id/9f7237b4-3232-49d3-ae02-e07326242835?wsid=/subscriptions/dbd697c3-ef40-488f-83e6-5ad4dfb78f9b/resourcegroups/rdondera/providers/Microsoft.MachineLearningServices/workspaces/benchmarking&tid=72f988bf-86f1-41af-91ab-2d7cd011db47 , sd_image_generation_predictor.