Arm Aarch64: Remove tolerance increase when TOSA ref model is updated
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Description
The TOSA reference model is currently experimental for usage on Aarch64. As such, a patch was made to increase the tolerance by 10% on the architecture (#19110).
This issue aims to keep track of whether the TOSA ref model gets updated, such that the numerical accuracy becomes trustworthy enough to revert the patch.
cc @digantdesai @freddan80 @per @zingo @oscarandersson8218 @mansnils @Sebastian-Larsson @robell
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reviewing the Aarch64 tolerance increase described in this issue and the related patch in #19110, then check whether the TOSA reference model has been updated. Done means numerical accuracy is trustworthy enough to remove the architecture-specific tolerance increase.
Written by the indexing model from the issue text.
Assessment
- Domain
- embedded-iot, machine-learning
- Issue type
- Refactor
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100