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Arm backend: Convert asserts to raise errors in op_avg_pool2d #10516

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Merged
merged 2 commits into from
Apr 29, 2025
Merged

Arm backend: Convert asserts to raise errors in op_avg_pool2d #10516

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Arm backend: Convert asserts to raise errors in op_avg_pool2d
Sebastian-Larsson Apr 11, 2025
009f81a
Merge branch 'main' into assert_avg_pool
zingo Apr 29, 2025
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34 changes: 24 additions & 10 deletions backends/arm/operators/op_avg_pool2d.py
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Original file line number Diff line number Diff line change
Expand Up @@ -85,8 +85,12 @@ def define_node(
) -> None:
import tosa_tools.v0_80.serializer.tosa_serializer as ts # type: ignore

input_tensor = inputs[0]
assert input_tensor.dtype == ts.DType.INT8
supported_dtypes = [ts.DType.INT8]
if inputs[0].dtype not in supported_dtypes:
raise TypeError(
f"IO data type needs to be one of {supported_dtypes}, got "
f'"{inputs[0].dtype}"'
)

accumulator_type = ts.DType.INT32

Expand Down Expand Up @@ -118,9 +122,12 @@ def define_node(
) -> None:
import tosa_tools.v0_80.serializer.tosa_serializer as ts # type: ignore

assert (
inputs[0].dtype == ts.DType.INT8 or inputs[0].dtype == ts.DType.FP32
), "Only FP32 and INT8 supported"
supported_dtypes = [ts.DType.INT8, ts.DType.FP32]
if inputs[0].dtype not in supported_dtypes:
raise TypeError(
f"IO data type needs to be one of {supported_dtypes}, got "
f'"{inputs[0].dtype}"'
)

if inputs[0].dtype == ts.DType.INT8:
super().define_node(node, tosa_graph, inputs, output)
Expand Down Expand Up @@ -205,8 +212,12 @@ def define_node(
) -> None:
import serializer.tosa_serializer as ts # type: ignore

input_tensor = inputs[0]
assert input_tensor.dtype == ts.DType.INT8
supported_dtypes = [ts.DType.INT8]
if inputs[0].dtype not in supported_dtypes:
raise TypeError(
f"IO data type needs to be one of {supported_dtypes}, got "
f'"{inputs[0].dtype}"'
)

accumulator_type = ts.DType.INT32

Expand Down Expand Up @@ -241,9 +252,12 @@ def define_node(
) -> None:
import serializer.tosa_serializer as ts # type: ignore

assert (
inputs[0].dtype == ts.DType.INT8 or inputs[0].dtype == ts.DType.FP32
), "Only FP32 and INT8 supported"
supported_dtypes = [ts.DType.INT8, ts.DType.FP32]
if inputs[0].dtype not in supported_dtypes:
raise TypeError(
f"IO data type needs to be one of {supported_dtypes}, got "
f'"{inputs[0].dtype}"'
)

if inputs[0].dtype == ts.DType.INT8:
super().define_node(node, tosa_graph, inputs, output)
Expand Down
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