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[OpenVINO Backend] support comparison ops (>, <, <=, >=, ==, !=) for OpenVINOKerasTensor #21348

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Merged
merged 3 commits into from
Jun 4, 2025
Merged

[OpenVINO Backend] support comparison ops (>, <, <=, >=, ==, !=) for OpenVINOKerasTensor #21348

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6fbe62e
[OpenVINO Backend] support comparison ops (>, <, <=, >=, ==, !=)
Mohamed-Ashraf273 Jun 3, 2025
a53263f
support comparison ops
Mohamed-Ashraf273 Jun 4, 2025
1ac84f5
Merge branch 'master' into support_comparison_operations
Mohamed-Ashraf273 Jun 4, 2025
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50 changes: 50 additions & 0 deletions keras/src/backend/openvino/core.py
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Original file line number Diff line number Diff line change
Expand Up @@ -257,6 +257,56 @@ def __rpow__(self, other):
)
return OpenVINOKerasTensor(ov_opset.power(other, first).output(0))

def __lt__(self, other):
first = self.output
other = get_ov_output(other)
first, other = align_operand_types(
first, other, "OpenVINOKerasTensor::__lt__"
)
return OpenVINOKerasTensor(ov_opset.less(first, other).output(0))

def __gt__(self, other):
first = self.output
other = get_ov_output(other)
first, other = align_operand_types(
first, other, "OpenVINOKerasTensor::__gt__"
)
return OpenVINOKerasTensor(ov_opset.greater(first, other).output(0))

def __le__(self, other):
first = self.output
other = get_ov_output(other)
first, other = align_operand_types(
first, other, "OpenVINOKerasTensor::__le__"
)
return OpenVINOKerasTensor(ov_opset.less_equal(first, other).output(0))

def __ge__(self, other):
first = self.output
other = get_ov_output(other)
first, other = align_operand_types(
first, other, "OpenVINOKerasTensor::__ge__"
)
return OpenVINOKerasTensor(
ov_opset.greater_equal(first, other).output(0)
)

def __eq__(self, other):
first = self.output
other = get_ov_output(other)
first, other = align_operand_types(
first, other, "OpenVINOKerasTensor::__eq__"
)
return OpenVINOKerasTensor(ov_opset.equal(first, other).output(0))

def __ne__(self, other):
first = self.output
other = get_ov_output(other)
first, other = align_operand_types(
first, other, "OpenVINOKerasTensor::__ne__"
)
return OpenVINOKerasTensor(ov_opset.not_equal(first, other).output(0))

def __getitem__(self, indices):
# now it has limited functionaly
# and supports only a case with one integer index in indices
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