0c9abf43a9
* Updated copyright headers
* Revert "Fixed linker warnings in docs snippets on Windows (#15119)"
This reverts commit 372699ec49.
53 lines
2.3 KiB
Python
53 lines
2.3 KiB
Python
# Copyright (C) 2018-2023 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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import pytest
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import tensorflow as tf
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from common.tf_layer_test_class import CommonTFLayerTest
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from common.utils.tf_utils import permute_nchw_to_nhwc
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class TestTFRoll(CommonTFLayerTest):
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def create_tf_roll_net(self, shift, axis, x_shape, input_type, ir_version, use_new_frontend):
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tf.compat.v1.reset_default_graph()
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# Create the graph and model
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with tf.compat.v1.Session() as sess:
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tf_x_shape = x_shape.copy()
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tf_x_shape = permute_nchw_to_nhwc(tf_x_shape, use_new_frontend)
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x = tf.compat.v1.placeholder(input_type, tf_x_shape, 'Input')
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roll = tf.roll(x, shift=shift, axis=axis)
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tf.compat.v1.global_variables_initializer()
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tf_net = sess.graph_def
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# TODO: add reference IR net. Now it is omitted and tests only inference result that is more important
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ref_net = None
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return tf_net, ref_net
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test_data = [dict(shift=[1], axis=[-1], x_shape=[4, 3], input_type=tf.float32),
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pytest.param(dict(shift=[1, 5, -7], axis=[0, 1, 1], x_shape=[2, 3, 5], input_type=tf.float16),
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marks=pytest.mark.precommit_tf_fe),
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dict(shift=[11, -8], axis=[-1, -2], x_shape=[3, 4, 3, 1], input_type=tf.int32),
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dict(shift=[7, -2, 5], axis=[0, -1, -1], x_shape=[5, 2, 3, 7],
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input_type=tf.int64),
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dict(shift=[3, 7], axis=[0, 1], x_shape=[2, 4, 3, 5, 4], input_type=tf.half),
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pytest.param(
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dict(shift=[1, -2], axis=[0, 1], x_shape=[2, 4, 3, 5], input_type=tf.float32),
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marks=pytest.mark.precommit)]
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@pytest.mark.parametrize("params", test_data)
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@pytest.mark.nightly
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def test_tf_roll(self, params, ie_device, precision, ir_version, temp_dir, use_new_frontend,
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use_old_api):
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if ie_device == 'GPU':
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pytest.skip("Roll is not supported on GPU")
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self._test(*self.create_tf_roll_net(**params, ir_version=ir_version,
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use_new_frontend=use_new_frontend), ie_device,
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precision,
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temp_dir=temp_dir, ir_version=ir_version, use_new_frontend=use_new_frontend,
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use_old_api=use_old_api, **params)
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