Andrey KashchikhinandIlya Lavrenov
b67cff7cd5
* add m1 mac pipelines as a matrix parameter * Update mac.yml disable java_api because of macos arm64 - Java is not available on macOS arm64 runners * Update mac.yml added always condition for all tests * Update mac.yml * Update mac.yml * Update mac.yml * Update setup.py temp commit * Update tools/openvino_dev/setup.py * use matrix for var * add mxnet to extras only for x86_64 * skip failing tests * use xfail for Python tests; add missing filter for transformations tests * skip CPU func tests on x86_64 mac; skip some tests from CPU func tests on arm mac * Update mac.yml * skip tests on mac arm * skip tests on darwin; apply review * add more skips for python and c++ tests * skip tf tests * skip more tf tests; skip more Python UT stages * rm alwayses, rm triggers, add nightly trigger --------- Co-authored-by: Ilya Lavrenov <ilya.lavrenov@intel.com>
82 lines
3.5 KiB
Python
82 lines
3.5 KiB
Python
# Copyright (C) 2018-2023 Intel Corporation
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# SPDX-License-Identifier: Apache-2.0
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import platform
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import pytest
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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 TestTFScatterND(CommonTFLayerTest):
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def create_tf_scatternd_placeholder_const_net(self, x_shape, indices, updates, ir_version,
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use_new_frontend):
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#
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# Create Tensorflow model
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#
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import tensorflow as tf
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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(tf.float32, tf_x_shape, 'Input')
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tf_indices = tf.constant(indices)
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tf_updates = tf.constant(updates)
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scatter_nd = tf.scatter_nd(tf_indices, tf_updates, tf.shape(x), name="Operation")
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res = tf.add(x, scatter_nd)
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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 = [
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pytest.param(
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dict(x_shape=[8], indices=[[4], [3], [1], [7]], updates=[9.0, 10.0, 11.0, 12.0]),
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marks=pytest.mark.precommit),
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pytest.param(dict(x_shape=[4, 4, 4], indices=[[0], [2]], updates= \
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[[[5.0, 5.0, 5.0, 5.0], [6.0, 6.0, 6.0, 6.0], [7.0, 7.0, 7.0, 7.0],
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[8.0, 8.0, 8.0, 8.0]],
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[[1.0, 1.0, 1.0, 1.0], [2.0, 2.0, 2.0, 2.0], [3.0, 3.0, 3.0, 3.0],
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[4.0, 4.0, 4.0, 4.0]]])),
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pytest.param(dict(x_shape=[2, 2], indices=[[0]], updates=[[5.0, 3.0]])),
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pytest.param(dict(x_shape=[2, 2], indices=[[1, 1]], updates=[5.0])),
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dict(x_shape=[1], indices=[[0]], updates=[3.0]),
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dict(x_shape=[20], indices=[[0], [6], [9], [19], [13]],
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updates=[3.0, 7.0, -12.0, 4.0, -99.0]),
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dict(x_shape=[4, 2], indices=[[1], [2]], updates=[[9.0, 14.0], [-76.0, 0.0]]),
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dict(x_shape=[4, 4, 4], indices=[[0], [1], [3]], updates=[
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[[5.0, 1.0, 5.0, 13.0], [8.0, 6.0, 6.0, 8.0], [7.0, 0.0, 0.0, 7.0],
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[8.0, 8.0, 8.0, 8.0]],
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[[0.0, 0.0, 0.0, 0.0], [1.0, 2.0, 3.0, 4.0], [5.0, 6.0, 7.0, 8.0],
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[9.0, 10.0, 11.0, 12.0]],
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[[5.0, 5.0, 5.0, 5.0], [6.0, 6.0, 6.0, 6.0], [7.0, 7.0, 7.0, 7.0],
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[8.0, 8.0, 8.0, 8.0]]]),
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dict(x_shape=[2, 2, 2], indices=[[1, 1, 1], [0, 1, 0]], updates=[9.0, 6.3]),
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pytest.param(dict(x_shape=[2, 2, 2], indices=[[0, 0], [0, 1]], updates=[[6.7, 9.0], [45.0, 8.3]]),
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marks=pytest.mark.precommit_tf_fe),
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dict(x_shape=[2, 2, 2], indices=[[1]], updates=[[[6.7, 9.0], [45.0, 8.3]]]),
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]
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@pytest.mark.parametrize("params", test_data)
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@pytest.mark.nightly
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@pytest.mark.xfail(condition=platform.system() == 'Darwin' and platform.machine() == 'arm64',
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reason='Ticket - 122716')
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def test_tf_scatter_nd(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_tf_scatternd_placeholder_const_net(**params, ir_version=ir_version,
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use_new_frontend=use_new_frontend),
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ie_device, precision, temp_dir=temp_dir, ir_version=ir_version,
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use_new_frontend=use_new_frontend, use_old_api=use_old_api, **params)
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