Arm backend: Introduce TOSA backend dialect #12195
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Adds a TOSA backend dialect so it's possible to convert Edge IR to specific TOSA operators in the ARM backends. This is done to enable control of types and additional arguments available for TOSA operators in comparison with the Edge IR. The operators are registered into the exir.backend.tosa namespace and is only traceable, not executable since it's only used in the lowering step to a TOSA serialization format. Signed-off-by: Per Åstrand <[email protected]> Change-Id: I79f1fd4dbc00465f329df5b0f31d0788d729e0a9
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/12195
Note: Links to docs will display an error until the docs builds have been completed. ❌ 2 Cancelled Jobs, 1 Pending, 2 Unrelated FailuresAs of commit a5ec1b2 with merge base 29858b4 ( CANCELLED JOBS - The following jobs were cancelled. Please retry:
BROKEN TRUNK - The following jobs failed but were present on the merge base:👉 Rebase onto the `viable/strict` branch to avoid these failures
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Test fails unrelated and fails on main and in other PRS |
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### Summary Adds a TOSA backend dialect so it's possible to convert Edge IR to specific TOSA operators in the Arm backends. This is done to enable control of types and additional arguments available for TOSA operators in comparison with the Edge IR. The operators are registered into the exir.backend.tosa namespace and is only traceable, not executable since it's only used in the lowering step to a TOSA serialization format. ### Test plan Existing CI tests Signed-off-by: Per Åstrand <[email protected]>
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Summary
Adds a TOSA backend dialect so it's possible to convert Edge IR to specific TOSA operators in the Arm backends. This is done to enable control of types and additional arguments available for TOSA operators in comparison with the Edge IR.
The operators are registered into the exir.backend.tosa namespace and is only traceable, not executable since it's only used in the lowering step to a TOSA serialization format.
Test plan
Existing CI tests
cc @digantdesai @freddan80 @zingo @oscarandersson8218