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class TestComplexAddV2(CommonTFLayerTest):
def _prepare_input(self, inputs_info):
rng = np.random.default_rng()
assert 'param_real1:0' in inputs_info
assert 'param_imag1:0' in inputs_info
assert 'param_real2:0' in inputs_info
assert 'param_imag2:0' in inputs_info
# Assuming the shapes of real and imaginary parts are the same
param_real_shape = inputs_info['param_real1:0']
param_imag_shape = inputs_info['param_imag1:0']
inputs_data = {}
inputs_data['param_real1:0'] = 4 * rng.random(param_real_shape).astype(np.float32) - 2
inputs_data['param_imag1:0'] = 4 * rng.random(param_imag_shape).astype(np.float32) - 2
inputs_data['param_real2:0'] = 4 * rng.random(param_real_shape).astype(np.float32) - 2
inputs_data['param_imag2:0'] = 4 * rng.random(param_imag_shape).astype(np.float32) - 2
return inputs_data
def create_complex_addv2_net(self, input_shape):
tf.compat.v1.reset_default_graph()
# Create the graph and model
with tf.compat.v1.Session() as sess:
param_real1 = tf.compat.v1.placeholder(np.float32, input_shape, 'param_real1')
param_imag1 = tf.compat.v1.placeholder(np.float32, input_shape, 'param_imag1')
param_real2 = tf.compat.v1.placeholder(np.float32, input_shape, 'param_real2')
param_imag2 = tf.compat.v1.placeholder(np.float32, input_shape, 'param_imag2')
complex1 = tf.raw_ops.Complex(real=param_real1, imag=param_imag1)
complex2 = tf.raw_ops.Complex(real=param_real2, imag=param_imag2)
addv2 = tf.raw_ops.AddV2(x=complex1, y=complex2)
real = tf.raw_ops.Real(input=addv2)
img = tf.raw_ops.Imag(input=addv2)
tf.compat.v1.global_variables_initializer()
tf_net = sess.graph_def
return tf_net, None
test_data_basic = [
dict(input_shape=[2, 6]), # Assuming same shape for real and imaginary parts
]
@pytest.mark.parametrize("params", test_data_basic)
@pytest.mark.precommit_tf_fe
@pytest.mark.nightly
def test_complex_addv2(self, params, ie_device, precision, ir_version, temp_dir,
use_legacy_frontend):
self._test(
*self.create_complex_addv2_net(**params),
ie_device, precision, ir_version, temp_dir=temp_dir,
use_legacy_frontend=use_legacy_frontend)
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