[TF FE] Support Atan2 operation for TensorFlow models (#21076)

* Create atan2.cpp

* Update common_op_table.hpp

Adds atan2 operation to the list

* Update op_table.cpp

Adds atan2 to the list of BinaryOp.

* Create test_tf_Atan2.py

Adds test for Atan2.

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>

* Update src/frontends/tensorflow/src/op_table.cpp

Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>

* Update atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>

* Update atan2.cpp

declares x and y , explicitly mentions conditions

* Update atan2.cpp

* Update atan2.cpp

Adds versions.

* Update atan2.cpp

adds namespace

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update atan2.cpp

Clang format

* Update atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

* Update test_tf_Atan2.py

fixes the datatype of y

* Update tests/layer_tests/tensorflow_tests/test_tf_Atan2.py

* Update test_tf_Atan2.py

shape to float

* Update tests/layer_tests/tensorflow_tests/test_tf_Atan2.py

* Update tests/layer_tests/tensorflow_tests/test_tf_Atan2.py

* Update tests/layer_tests/tensorflow_tests/test_tf_Atan2.py

* Update test_tf_Atan2.py

Makes the range of input inclusive for x<0 and y<0.

* Update src/frontends/tensorflow_common/src/op/atan2.cpp

---------

Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
This commit is contained in:
rghvsh
2023-12-07 02:27:07 +05:30
committed by GitHub
parent 148daf035b
commit 55d7765704
4 changed files with 121 additions and 1 deletions

View File

@@ -0,0 +1,46 @@
# Copyright (C) 2018-2023 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
import numpy as np
import pytest
import tensorflow as tf
from common.tf_layer_test_class import CommonTFLayerTest
class TestAtan2(CommonTFLayerTest):
def _prepare_input(self, inputs_info):
assert 'y' in inputs_info
assert 'x' in inputs_info
y_shape = inputs_info['y']
x_shape = inputs_info['x']
inputs_data = {}
inputs_data['y'] = np.random.rand(*y_shape).astype(self.input_type) - np.random.rand(*y_shape).astype(self.input_type)
inputs_data['x'] = np.random.rand(*x_shape).astype(self.input_type) - np.random.rand(*x_shape).astype(self.input_type)
return inputs_data
def create_atan2_net(self, input_shape, input_type):
self.input_type = input_type
tf.compat.v1.reset_default_graph()
# Create the graph and model
with tf.compat.v1.Session() as sess:
y = tf.compat.v1.placeholder(input_type, input_shape, 'y')
x = tf.compat.v1.placeholder(input_type, input_shape, 'x')
tf.raw_ops.Atan2(y=y, x=x)
tf.compat.v1.global_variables_initializer()
tf_net = sess.graph_def
return tf_net, None
test_data_basic = [
dict(input_shape=[1, 2], input_type=np.float32),
dict(input_shape=[2, 3, 4], input_type=np.float32),
]
@pytest.mark.parametrize("params", test_data_basic)
@pytest.mark.precommit_tf_fe
@pytest.mark.nightly
def test_atan2_basic(self, params, ie_device, precision, ir_version, temp_dir,
use_new_frontend, use_old_api):
self._test(*self.create_atan2_net(**params),
ie_device, precision, ir_version, temp_dir=temp_dir,
use_new_frontend=use_new_frontend, use_old_api=use_old_api)