Arm backend: Enable test_llama_tosa_BI and related fixes #10681
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First problem solved by adding quantize of scalar_tensor:
The where.self operator got a scalar_tensor input which
was not quantized. This happened since the where.self quantization
annotator uses the parent specs, which in this case where
non-existing. Adding the quantization of scalar_tensor sorts this out.
Secondly when quantizing scalar_tensor the following assert triggers:
expecting kwargs for aten op IR to be empty
Hence setting scalar_tensor kwargs to {}.
Finally trying to quantize -inf fails for scalar_tensor nodes fails
Fix it by adding the pass from qnn backend to replace -inf/inf.
Hence adding new pass ReplaceInfValues.
Co-authored-by: Per Åstrand <[email protected]>
Co-authored-by: Måns Nilsson <[email protected]>
Change-Id: I83b10c13de14fefcc7fd70108927f6b79f326ed8
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/10681
Note: Links to docs will display an error until the docs builds have been completed. ❗ 1 Active SEVsThere are 1 currently active SEVs. If your PR is affected, please view them below: ⏳ No Failures, 2 PendingAs of commit 0cdb41c with merge base cd3b53d ( This comment was automatically generated by Dr. CI and updates every 15 minutes. |
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First problem solved by adding quantize of scalar_tensor: The where.self operator got a scalar_tensor input which was not quantized. This happened since the where.self quantization annotator uses the parent specs, which in this case where non-existing. Adding the quantization of scalar_tensor sorts this out.
Secondly when quantizing scalar_tensor the following assert triggers:
expecting kwargs for aten op IR to be empty
Hence setting scalar_tensor kwargs to {}.
Finally trying to quantize -inf fails for scalar_tensor nodes fails Fix it by adding the pass from qnn backend to replace -inf/inf. Hence adding new pass ReplaceInfValues.
Co-authored-by: Per Åstrand [email protected]
Co-authored-by: Måns Nilsson [email protected]
cc @digantdesai @freddan80 @per @zingo @oscarandersson8218