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Signed-off-by: cjyabraham <cjyabraham@gmail.com>
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_posts/2023-04-07-straggler-mitigation.md

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@@ -250,7 +250,6 @@ Since only simulated data is used in the experiments, we did not demonstrate the
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![Speedups on 256 GPUs](/assets/images/straggler-mitigation/straggler-mitigation-7.png){:style="max-height:800px; width:100%"}
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## Limitations
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Before applying hierarchical SGD to straggler mitigation, the user should be aware of a few limitations of this approach:

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