Roman Kazantsev
d8dfcac729
* [TF FE] Refactor translators for Reduce ops and add layer tests Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com> * Correct number of inputs * Use already implemented logical operations tests --------- Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
53 lines
2.2 KiB
Python
53 lines
2.2 KiB
Python
# 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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from common.tf_layer_test_class import CommonTFLayerTest
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class TestReduceArithmeticOps(CommonTFLayerTest):
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def _prepare_input(self, inputs_info):
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assert 'input' in inputs_info, "Test error: inputs_info must contain `input`"
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x_shape = inputs_info['input']
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inputs_data = {}
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inputs_data['input'] = np.random.randint(-10, 10, x_shape).astype(np.float32)
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return inputs_data
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def create_reduce_net(self, shape, axis, operation, keep_dims, ir_version, use_new_frontend):
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import tensorflow as tf
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ops_mapping = {
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"Max": tf.raw_ops.Max,
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"Mean": tf.raw_ops.Mean,
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"Min": tf.raw_ops.Min,
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"Prod": tf.raw_ops.Prod,
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"Sum": tf.raw_ops.Sum,
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"EuclideanNorm": tf.raw_ops.EuclideanNorm
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}
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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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input = tf.compat.v1.placeholder(tf.float32, shape, 'input')
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ops_mapping[operation](input=input, axis=axis, keep_dims=keep_dims, name="reduce")
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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 = [
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dict(shape=[5], axis=0),
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dict(shape=[2, 3, 5], axis=1),
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dict(shape=[3, 1, 2, 4], axis=-2),
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]
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@pytest.mark.parametrize("params", test_data)
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@pytest.mark.parametrize("operation", ["EuclideanNorm", "Max", "Mean", "Min", "Prod", "Sum"])
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@pytest.mark.parametrize("keep_dims", [True, False])
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@pytest.mark.nightly
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@pytest.mark.precommit_tf_fe
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def test_reduce(self, params, operation, keep_dims, 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_reduce_net(**params, operation=operation, keep_dims=keep_dims, ir_version=ir_version,
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use_new_frontend=use_new_frontend),
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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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