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62 changes: 54 additions & 8 deletions backends/arm/test/misc/test_debug_feats.py
Original file line number Diff line number Diff line change
Expand Up @@ -126,14 +126,60 @@ def test_numerical_diff_prints(self):
self.fail()


class TestDumpOperatorsAndDtypes(unittest.TestCase):
def test_dump_ops_and_dtypes(self):
model = Linear(20, 30)
(
ArmTester(
model,
example_inputs=model.get_inputs(),
compile_spec=common.get_tosa_compile_spec(),
def test_dump_ops_and_dtypes():
model = Linear(20, 30)
(
ArmTester(
model,
example_inputs=model.get_inputs(),
compile_spec=common.get_tosa_compile_spec(),
)
.quantize()
.dump_dtype_distribution()
.dump_operator_distribution()
.export()
.dump_dtype_distribution()
.dump_operator_distribution()
.to_edge()
.dump_dtype_distribution()
.dump_operator_distribution()
.partition()
.dump_dtype_distribution()
.dump_operator_distribution()
)
# Just test that there are no execptions.


def test_dump_tosa_ops(capsys):
model = Linear(20, 30)
(
ArmTester(
model,
example_inputs=model.get_inputs(),
compile_spec=common.get_tosa_compile_spec(),
)
.quantize()
.export()
.to_edge()
.partition()
.dump_operator_distribution()
)
captured = capsys.readouterr()
assert "Partition operators:" in captured.out
assert "TOSA operators:" in captured.out


def test_fail_dump_tosa_ops(capsys):
class Add(torch.nn.Module):
def forward(self, x):
return x + x

model = Add()
(
ArmTester(
model,
example_inputs=(torch.ones(5),),
compile_spec=common.get_u55_compile_spec(),
)
.quantize()
.dump_dtype_distribution()
Expand Down
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