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[Feature Request]: Convert higher precision OV Models to lower precision OV models #32344

@tejaswinijayashanker943

Description

@tejaswinijayashanker943

Request Description

Conversion of FP32 OpenVINO IR models to FP16 OpenVINO IR models or INT8 IR models should be possible using the same OVC tool or via NNCF.

Feature Use Case

Geti-Trained models of FP32 to be converted to INT8 to reduce Memory Footprint and latency.

Issue submission checklist

  • The feature request or improvement must be related to OpenVINO

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