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TF frontend: add rint op #6818

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Nov 9, 2020
Merged

TF frontend: add rint op #6818

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59d440a
TF frontend: add rint op
alter-xp Oct 23, 2020
83939c1
Added negative numbers to the test
alter-xp Nov 5, 2020
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1 change: 1 addition & 0 deletions python/tvm/relay/frontend/tensorflow.py
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Original file line number Diff line number Diff line change
Expand Up @@ -2390,6 +2390,7 @@ def _impl(inputs, attr, params, mod):
"ResizeNearestNeighbor": _resize("nearest_neighbor"),
"ReverseV2": _reverse_v2(),
"RightShift": AttrCvt("right_shift"),
"Rint": AttrCvt("round"),
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preserve the alphabetical order. keep Rint above Round.

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🆗

"Round": AttrCvt("round"),
"Rsqrt": _rsqrt(),
"Select": _where(),
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17 changes: 17 additions & 0 deletions tests/python/frontend/tensorflow/test_forward.py
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Expand Up @@ -3520,6 +3520,23 @@ def _test_forward_softsign(shape):
_test_forward_softsign([2, 5, 2, 5])


def test_forward_rint():
"""test operator rint """

def _test_forward_rint(shape):
tf.disable_eager_execution()
np_data = np.random.uniform(-100, 100, size=shape).astype(np.float32)
tf.reset_default_graph()
in_data = tf.placeholder(tf.float32, shape, name="in_data")
tf.math.rint(in_data, name="rint")
compare_tf_with_tvm([np_data], ["in_data:0"], "rint:0")

_test_forward_rint([100])
_test_forward_rint([1, 100])
_test_forward_rint([1, 10, 10])
_test_forward_rint([2, 5, 2, 5])


def test_forward_negative():
"""test tf operator Neg """
np_data = np.random.uniform(-100, 255, size=(224, 224, 3)).astype(np.float32)
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