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Arm backend: Add INT16 support to rescale operation #13802

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Merged
merged 8 commits into from
Sep 13, 2025
Merged

Arm backend: Add INT16 support to rescale operation #13802

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Add INT16 support to rescale operation
Ninja91 Aug 29, 2025
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Update on "Arm backend: Add INT16 support to rescale operation"
Ninja91 Sep 4, 2025
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Update on "Arm backend: Add INT16 support to rescale operation"
Ninja91 Sep 6, 2025
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Update on "Arm backend: Add INT16 support to rescale operation"
Ninja91 Sep 6, 2025
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Update on "Arm backend: Add INT16 support to rescale operation"
Ninja91 Sep 10, 2025
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Update on "Arm backend: Add INT16 support to rescale operation"
Ninja91 Sep 10, 2025
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Update on "Arm backend: Add INT16 support to rescale operation"
Ninja91 Sep 10, 2025
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Update on "Arm backend: Add INT16 support to rescale operation"
Ninja91 Sep 11, 2025
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15 changes: 11 additions & 4 deletions backends/arm/operators/op_rescale.py
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Original file line number Diff line number Diff line change
Expand Up @@ -46,13 +46,20 @@ def define_node(
input_zp = cast(int, node.args[3])
output_zp = cast(int, node.args[4])

if input_dtype != map_dtype(torch.int8, self.tosa_spec) and input_zp != 0:
if (
input_dtype
not in [
map_dtype(torch.int8, self.tosa_spec),
map_dtype(torch.int16, self.tosa_spec),
]
and input_zp != 0
):
raise ValueError(
f"If input dtype is not int8, input_zp must be 0. Got input_dtype{input_dtype=}, {input_zp=}"
f"If input dtype is not int8 or int16, input_zp must be 0. Got input_dtype{input_dtype=}, {input_zp=}"
)
if output_dtype != torch.int8 and output_zp != 0:
if output_dtype not in [torch.int8, torch.int16] and output_zp != 0:
raise ValueError(
f"If output dtype is not int8, output_zp must be 0. Got {ts.DTypeNames[output_dtype]}, {output_zp=}"
f"If output dtype is not int8 or int16, output_zp must be 0. Got {ts.DTypeNames[output_dtype]}, {output_zp=}"
)

build_rescale(
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