Update README.md

README.md

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-Please download [summary.xlsx](summary.xlsx) to view the most recent results. [This page](https://docs.google.com/spreadsheets/d/e/2PACX-1vSCu8F7Hwck-AGJ5kWxi2G3xhO5MJoc_igybvsxjCt-2fEEYyf2BIcR0rTXW0eUzg/pubhtml) shows the results which may not be the latest. 
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-```
-
-|      | Organization   | Availability   | Division   | SystemType      | SystemName                                   | Platform                                                                                           | Model                                               | MlperfModel         | Scenario     |        Result |   Accuracy |   number_of_nodes | host_processor_model_name                      |   host_processors_per_node |   host_processor_core_count | accelerator_model_name   |   accelerators_per_node | Location                                                                                                                                                                                 | framework            | operating_system                                           | notes                                                 |   compliance |   errors | version   |   inferred | has_power   | Units        |
-|-----:|:---------------|:---------------|:-----------|:----------------|:---------------------------------------------|:---------------------------------------------------------------------------------------------------|:----------------------------------------------------|:--------------------|:-------------|--------------:|-----------:|------------------:|:-----------------------------------------------|---------------------------:|----------------------------:|:-------------------------|------------------------:|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------------------|:-----------------------------------------------------------|:------------------------------------------------------|-------------:|---------:|:----------|-----------:|:------------|:-------------|
-|    0 | CTuning        | available      | closed     | edge            | qrb5165                                      | Thundercomm_RB6-kilt-qaic-glow-vdefault-default_config                                             | retinanet                                           | retinanet           | Offline      |    124.311    |   37.219   |                 1 | undefined                                      |                          3 |                           2 | nan                      |                       0 | closed/CTuning/results/Thundercomm_RB6-kilt-qaic-glow-vdefault-default_config/retinanet/offline                                                                                          | glow                 | Ubuntu 18.04 (linux-4.19.125-glibc2.27)                    | Automated by MLCommons CM v1.5.3.                     |            1 |        0 | v4.0      |          0 | True        | Samples/s    |
-
+This is a template repository to generate MLPerf inference submissions. When any new result is added to a repository using this template, github actions are performed and you can see the final results in the `summary.xlsx` file in the repository root.