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[TF FE] Refactor Transpose and add layer test (#15586)

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* [TF FE] Refactor Transpose and add layer test

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>

* Update tests/layer_tests/tensorflow_tests/test_tf_Transpose.py

---------

Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
This commit is contained in:
Roman Kazantsev 2023-02-10 20:31:26 +01:00 committed by GitHub
parent b83ccdd432
commit 6a587a71cc
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GPG Key ID: 4AEE18F83AFDEB23
2 changed files with 40 additions and 5 deletions
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11
src/frontends/tensorflow_common/src/op/transpose.cpp
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@ -14,11 +14,12 @@ namespace tensorflow {
namespace op {
OutputVector translate_transpose_op(const NodeContext& node) {
auto input = node.get_input(0);
auto order = node.get_input(1);
auto res = make_shared<opset8::Transpose>(input, order);
set_node_name(node.get_name(), res);
return res->outputs();
default_op_checks(node, 2, {"Transpose", "TRANSPOSE"});
auto x = node.get_input(0);
auto perm = node.get_input(1);
auto transpose = make_shared<Transpose>(x, perm);
set_node_name(node.get_name(), transpose);
return {transpose};
}
} // namespace op

34
tests/layer_tests/tensorflow_tests/test_tf_Transpose.py Normal file
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@ -0,0 +1,34 @@
# Copyright (C) 2018-2023 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import pytest
import tensorflow as tf
from common.tf_layer_test_class import CommonTFLayerTest
class TestTranspose(CommonTFLayerTest):
def create_transpose_net(self, x_shape, perm_value):
tf.compat.v1.reset_default_graph()
# Create the graph and model
with tf.compat.v1.Session() as sess:
x = tf.compat.v1.placeholder(tf.float32, x_shape, 'x')
perm = tf.constant(perm_value, dtype=tf.int32)
tf.raw_ops.Transpose(x=x, perm=perm)
tf.compat.v1.global_variables_initializer()
tf_net = sess.graph_def
return tf_net, None
test_data_basic = [
dict(x_shape=[2, 4], perm_value=[1, 0]),
dict(x_shape=[2, 1, 3, 4], perm_value=[2, 0, 1, 3]),
]
@pytest.mark.parametrize("params", test_data_basic)
@pytest.mark.precommit_tf_fe
@pytest.mark.nightly
def test_transpose_basic(self, params, ie_device, precision, ir_version, temp_dir,
use_new_frontend, use_old_api):
self._test(*self.create_transpose_net(**params),
ie_device, precision, ir_version, temp_dir=temp_dir,
use_new_frontend=use_new_frontend, use_old_api=use_old_api)