Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
What this PR does / why we need it?
This PR introduces an expert rearrange algorithm for PanguProMoE model. Different from the original grouped topk, it filters out the top experts that are allocated more tokens. Therefore, we can load less experts when calculating gmm.
Does this PR introduce any user-facing change?
Yes. In ascend_config we will provide an interface of
ascend_model_config
, to parse necessary parameters.How was this patch tested?