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[AMP OP&Test] Add float16 OpTest for squeeze, unsqueeze #52018

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Mar 28, 2023
Merged

[AMP OP&Test] Add float16 OpTest for squeeze, unsqueeze #52018

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4df4adf
add squeeze, unsqueeze, transpose fp16 unitest
wang-xinyu Mar 23, 2023
bc55cf6
Update test_transpose_op.py
wang-xinyu Mar 24, 2023
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25 changes: 25 additions & 0 deletions python/paddle/fluid/tests/unittests/test_squeeze_op.py
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Original file line number Diff line number Diff line change
Expand Up @@ -53,6 +53,31 @@ def init_attrs(self):
self.attrs = {"axes": self.axes}


class TestSqueezeFP16Op(OpTest):
def setUp(self):
self.op_type = "squeeze"
self.init_test_case()
self.inputs = {"X": np.random.random(self.ori_shape).astype("float16")}
self.init_attrs()
self.outputs = {
"Out": self.inputs["X"].reshape(self.new_shape),
}

def test_check_output(self):
self.check_output()

def test_check_grad(self):
self.check_grad(["X"], "Out")

def init_test_case(self):
self.ori_shape = (1, 3, 1, 40)
self.axes = (0, 2)
self.new_shape = (3, 40)

def init_attrs(self):
self.attrs = {"axes": self.axes}


class TestSqueezeBF16Op(OpTest):
def setUp(self):
self.op_type = "squeeze"
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23 changes: 23 additions & 0 deletions python/paddle/fluid/tests/unittests/test_unsqueeze_op.py
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Original file line number Diff line number Diff line change
Expand Up @@ -50,6 +50,29 @@ def init_attrs(self):
self.attrs = {"axes": self.axes}


class TestUnsqueezeFP16Op(OpTest):
def setUp(self):
self.init_test_case()
self.op_type = "unsqueeze"
self.inputs = {"X": np.random.random(self.ori_shape).astype("float16")}
self.init_attrs()
self.outputs = {"Out": self.inputs["X"].reshape(self.new_shape)}

def test_check_output(self):
self.check_output()

def test_check_grad(self):
self.check_grad(["X"], "Out")

def init_test_case(self):
self.ori_shape = (3, 40)
self.axes = (1, 2)
self.new_shape = (3, 1, 1, 40)

def init_attrs(self):
self.attrs = {"axes": self.axes}


class TestUnsqueezeBF16Op(OpTest):
def setUp(self):
self.init_test_case()
Expand Down