Merge pull request #784 from mlcommons/dev

Dev -> main

Author: priyakasimbeg

CALL_FOR_SUBMISSIONS.md

@@ -17,7 +17,7 @@ Submissions can compete under two hyperparameter tuning rulesets (with separate
 - **Registration deadline to express non-binding intent to submit: February 28th, 2024**.\
 Please fill out the (mandatory but non-binding) [**registration form**](https://forms.gle/K7ty8MaYdi2AxJ4N8).
 - **Submission deadline: April 04th, 2024** *(moved by a week from the initial March 28th, 2024)*
-- [tentative] Announcement of all results: July 15th, 2024
+- [Announcement of all results](https://mlcommons.org/2024/08/mlc-algoperf-benchmark-competition/): August 1st, 2024
 
 For a detailed and up-to-date timeline see the [Competition Rules](/COMPETITION_RULES.md).
 

README.md

@@ -27,10 +27,7 @@
 ---
 
 > [!IMPORTANT]
-> Submitters are no longer required to self-report results. 
-> We are currently in the process of evaluating and scoring received submissions.
-> Results coming soon!
-> For other key dates please see [Call for Submissions](CALL_FOR_SUBMISSIONS.md).
+> The results of the inaugural AlgoPerf: Training Algorithms benchmark competition have been announced. See the [MLCommons blog post](https://mlcommons.org/2024/08/mlc-algoperf-benchmark-competition/) for an overview and the [results page](https://mlcommons.org/benchmarks/algorithms/) for more details on the results. We are currently preparing an in-depth analysis of the results in the form of a paper and plan the next iteration of the benchmark competition.
 
 ## Table of Contents <!-- omit from toc -->