fdee4ac703
* [TF FE] Refactor Pad, PadV2, MirrorPad and add layer tests Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com> * Recover translators for DynamicStitch * Apply code-review feedback and workaround for i32 paddings * Return required type for convert_pad_mode function * Work around IR reader limitation with i32 type for Pad Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
46 lines
2.1 KiB
Python
46 lines
2.1 KiB
Python
# Copyright (C) 2018-2022 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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import pytest
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from common.tf_layer_test_class import CommonTFLayerTest
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class TestPad(CommonTFLayerTest):
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def create_pad_net(self, input_shape, pads_values, const_value, pad_mode, pad_op):
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import tensorflow as tf
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tf.compat.v1.reset_default_graph()
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with tf.compat.v1.Session() as sess:
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paddings = tf.constant(pads_values, dtype=tf.int32)
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placeholder = tf.compat.v1.placeholder(tf.float32, input_shape, 'input')
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if pad_op == 'Pad':
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tf.raw_ops.Pad(input=placeholder, paddings=paddings, name='pad')
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elif pad_op == 'PadV2':
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constant_values = tf.constant(const_value, dtype=tf.float32)
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tf.raw_ops.PadV2(input=placeholder, paddings=paddings, constant_values=constant_values, name='pad')
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elif pad_op == 'MirrorPad':
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tf.raw_ops.MirrorPad(input=placeholder, paddings=paddings, mode=pad_mode, name='pad')
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tf.compat.v1.global_variables_initializer()
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tf_net = sess.graph_def
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ref_net = None
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return tf_net, ref_net
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test_data_basic = [
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dict(input_shape=[2, 3], pads_values=[[0, 1], [2, 3]], const_value=None, pad_mode=None, pad_op='Pad'),
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dict(input_shape=[2, 4, 3], pads_values=[[1, 2], [3, 4], [1, 1]], const_value=3, pad_mode=None, pad_op='PadV2'),
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dict(input_shape=[5, 6], pads_values=[[0, 1], [2, 3]], const_value=None, pad_mode='REFLECT',
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pad_op='MirrorPad'),
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dict(input_shape=[4, 6], pads_values=[[2, 1], [3, 1]], const_value=None, pad_mode='SYMMETRIC',
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pad_op='MirrorPad'),
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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_pad_basic(self, params, ie_device, precision, ir_version, temp_dir, use_new_frontend,
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use_old_api):
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self._test(*self.create_pad_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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