Benchmarking YOLOv7 Model

[harikrishna7696]

I'm interested in benchmarking the performance of the YOLOv7 object detection model within the MLPerf framework and would like to initiate a discussion on the best practices for doing so.

Specifically, I'm seeking guidance on:

• Integrating the YOLOv7 model into the MLPerf benchmark suite.
• Defining appropriate configurations and parameters for running YOLOv7 benchmarks within the MLPerf framework.
  * Ensuring accurate measurement of performance metrics such as inference time, throughput, and accuracy.
  * Addressing any challenges or considerations specific to benchmarking YOLOv7 within the MLPerf environment.