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-[![Streamline your MLPerf results using CM Framework](https://img.youtube.com/vi/eI1Hoecc3ho/0.jpg)](https://youtu.be/eI1Hoecc3ho)
+
+<p align="center">
+  <img src="../img/submission-flow.png" alt="Submission Generation Flow">
+</p>
+
+<p align="center"><em>Figure: MLPerf Inference Submission Generation Flow</em></p>
+
+<!--![Submission Generation Flow](../img/submission-flow.png)-->
+
+Click [here](https://youtu.be/eI1Hoecc3ho) to view the recording of the workshop: Streamlining your MLPerf Inference results using CM.
 
 === "CM based benchmark"
     If you have followed the `cm run` commands under the individual model pages in the [benchmarks](../index.md) directory, all the valid results will get aggregated to the `cm cache` folder. The following command could be used to browse the structure of inference results folder generated by CM.