Skip to content

[TFLite][Frontend] Support quantized LESS_EQUAL #15790

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 3 commits into from
Sep 22, 2023
Merged

[TFLite][Frontend] Support quantized LESS_EQUAL #15790

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
0c03f3a
Update tflite.py
tlopex Sep 19, 2023
ae74fae
add tests to quantized less_equal
tlopex Sep 19, 2023
267ff22
Merge branch 'main' into less_equal
tlopex Sep 21, 2023
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
6 changes: 1 addition & 5 deletions python/tvm/relay/frontend/tflite.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -1484,11 +1484,7 @@ def convert_less(self, op):

def convert_less_equal(self, op):
"""Convert TFLite LESS_EQUAL"""
if self.is_quantized(op):
raise tvm.error.OpNotImplemented(
"TFlite quantized LESS_EQUAL operator is not supported yet."
)
return self._convert_elemwise(_op.less_equal, op)
return self._convert_elemwise(_op.less_equal, op, self.is_quantized(op), comparison_op=True)

def convert_equal(self, op):
"""Convert TFLite EQUAL"""
Expand Down
14 changes: 12 additions & 2 deletions tests/python/frontend/tflite/test_forward.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -2715,9 +2715,17 @@ def _test_less(data, fused_activation_function=None, quantized=False, qnn_op=Non
# ----------


def _test_less_equal(data):
def _test_less_equal(data, fused_activation_function=None, quantized=False, qnn_op=None):
"""One iteration of less_equal"""
return _test_elemwise(math_ops.less_equal, data)
return _test_elemwise(
math_ops.less_equal,
data,
fused_activation_function,
quantized,
qnn_op,
same_qnn_params=True,
comparison_op=True,
)


#######################################################################
Expand Down Expand Up @@ -2858,6 +2866,7 @@ def _test_elemwise_qnn_out_range(qnn_op):
_test_less: (-150, 150),
_test_floor_mod: (-150, 150),
_test_not_equal: (-150, 150),
_test_less_equal: (-150, 150),
_test_greater_equal: (-150, 150),
}

Expand Down Expand Up @@ -2898,6 +2907,7 @@ def test_all_elemwise():
_test_forward_elemwise(_test_less)
_test_forward_elemwise_quantized(_test_less)
_test_forward_elemwise(_test_less_equal)
_test_forward_elemwise_quantized(_test_less_equal)
_test_forward_elemwise(_test_equal)
_test_forward_elemwise_quantized(_test_equal)
_test_forward_elemwise(_test_not_equal)
Expand Down