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Update Task Based Model authored by tchatela's avatar tchatela
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Task-Based-Model.md
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......@@ -40,6 +40,15 @@ To begin with, we will put a taskwait between each call of the main training loo
![Task_based_implementation](uploads/f9062c74a52ed79789ea0d4022624355/Task_based_implementation.png)
Which gives us these paraver traces :
![task-based-forward-pass](uploads/68803df82325ddebb8fba7165cec9896/task-based-forward-pass.png)
![task-based-forward-pass.code_legend](uploads/405e6082260df84f652c7fc323b83312/task-based-forward-pass.code_legend.png)
![task-based-backward-pass](uploads/36c076443d041b488c57a9deb96a0005/task-based-backward-pass.png)
![task-based-backward-pass.code_legend](uploads/b60c10db490f7110f22830a448929411/task-based-backward-pass.code_legend.png)
This lead us to the following performances :
Here we tried to slice according to the token sequence only (BATCH_SUBSIZE=4), or according to the sequence token and the sequence batch (BATCH_SUBSIZE=1). The slope obtained for the second version seems better so we will keep it for the following tests.
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