[TF FE] Refactor Tile and add layer test (#15584)
Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
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@ -14,12 +14,13 @@ namespace tensorflow {
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namespace op {
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OutputVector translate_tile_op(const NodeContext& node) {
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auto data = node.get_input(0);
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auto repeats = node.get_input(1);
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default_op_checks(node, 2, {"Tile", "TILE"});
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auto input = node.get_input(0);
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auto multiples = node.get_input(1);
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auto res = make_shared<Tile>(data, repeats);
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set_node_name(node.get_name(), res);
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return res->outputs();
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auto tile = make_shared<Tile>(input, multiples);
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set_node_name(node.get_name(), tile);
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return {tile};
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}
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} // namespace op
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@ -0,0 +1,46 @@
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# Copyright (C) 2018-2023 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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import numpy as np
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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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class TestTile(CommonTFLayerTest):
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def _prepare_input(self, inputs_info):
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assert 'input' in inputs_info
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assert 'multiples' in inputs_info
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input_shape = inputs_info['input']
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multiples_shape = inputs_info['multiples']
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inputs_data = {}
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inputs_data['input'] = np.random.randint(-50, 50, input_shape).astype(np.float32)
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inputs_data['multiples'] = np.random.randint(1, 4, multiples_shape).astype(np.int32)
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return inputs_data
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def create_tile_net(self, input_shape):
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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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input = tf.compat.v1.placeholder(tf.float32, input_shape, 'input')
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multiples = tf.compat.v1.placeholder(tf.int32, [len(input_shape)], 'multiples')
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tf.raw_ops.Tile(input=input, multiples=multiples)
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tf.compat.v1.global_variables_initializer()
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tf_net = sess.graph_def
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return tf_net, None
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test_data_basic = [
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dict(input_shape=[2, 4]),
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dict(input_shape=[3, 1, 2]),
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]
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@pytest.mark.parametrize("params", test_data_basic)
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@pytest.mark.precommit_tf_fe
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@pytest.mark.nightly
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def test_tile_basic(self, params, ie_device, precision, ir_version, temp_dir,
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use_new_frontend, use_old_api):
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self._test(*self.create_tile_net(**params),
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ie_device, precision, ir_version, temp_dir=temp_dir,
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use_new_frontend=use_new_frontend, use_old_api=use_old_api)
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