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| author | Ruomei Yan <ruomei.yan@arm.com> | 2023-04-20 09:51:20 +0100 |
|---|---|---|
| committer | Benjamin Klimczak <benjamin.klimczak@arm.com> | 2023-10-11 15:44:51 +0100 |
| commit | f3e6597dd50ec70f043d692b773f2d9fd31519ae (patch) | |
| tree | 322ccb75e0cc594c57308288cae333a72401979e /src/mlia/target/ethos_u/data_collection.py | |
| parent | 867f37d643e66c0223457c28f5345f2f21db97f2 (diff) | |
| download | mlia-f3e6597dd50ec70f043d692b773f2d9fd31519ae.tar.gz | |
Implement first rewrite (proof of concept)
* Define replacement function fully_connected layer
* Define RewriteConfiguration and Rewriter to integrate
rewrite module into mlia optimize command
* Fix a bug in the ethos_u/data_collection.py file
* Fix a bug in join.py
* Remove diff_stats and use diff instead, added related
changes around this to ensure e2e tests passing
* Add unit tests for all changes
* Fix bug in diff_stats function
* The bug was caused by a dividing by numpy array
of all zeros. The previous way of handling it
did not consider the all zeros case but only
dealt with partially zeros
* unit tests added.
* Fix the bug in rewrite/core/graph_edit/join.py
* Remove the possibility of passing None to append_relabel
function because it is immutable
* The bug happened when empty dictionary was passed in the
append_relabel function and the function overwrites the
reference of operator_map which caused the dictionary
was not updated after the function call
Resolves: MLIA-749, MLIA-864, MLIA-866
Change-Id: I1ab426996232f182345e6e98033d5dcb32aea08c
Signed-off-by: Benjamin Klimczak <benjamin.klimczak@arm.com>
Diffstat (limited to 'src/mlia/target/ethos_u/data_collection.py')
| -rw-r--r-- | src/mlia/target/ethos_u/data_collection.py | 3 |
1 files changed, 2 insertions, 1 deletions
diff --git a/src/mlia/target/ethos_u/data_collection.py b/src/mlia/target/ethos_u/data_collection.py index 0f3a8d2..ba8b0fe 100644 --- a/src/mlia/target/ethos_u/data_collection.py +++ b/src/mlia/target/ethos_u/data_collection.py @@ -201,7 +201,8 @@ class EthosUOptimizationPerformance(ContextAwareDataCollector): OptimizationSettings( item.get("optimization_type"), # type: ignore item.get("optimization_target"), # type: ignore - item.get("layers_to_optimized"), + item.get("layers_to_optimize"), + item.get("dataset"), ) for item in opt_configuration ] |