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Open In Colab

Accelerate vector search Applications using OpenVINO

CLIP from OpenAI for Text-to-Image and Image-to-Image searching and we’ll also do a comparative analysis of the Pytorch model, FP16 OpenVINO format, and INT8 OpenVINO format in terms of speedup.

Here are a few Key points converted in this article.

Text-to-Image and Image-to-Image Search using CLIP

  • Using the HuggingFace model
  • Using OpenVINO conversion to speed up by 70%
  • Using Quantization with OpenVINO NNCF to speed up by 400%

These Results are on 13th Gen Intel(R) Core(TM) i5–13420H using OpenVINO=2023.2 and NNCF=2.7.0 version.

Read More in Blog