Roman Kazantsev
a4c47bf6ab
* [TF FE] Fix body graph injection, CumSum and SparseFillEmptyRows Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com> * Do not handle non-parameters in body * Update layer test to cover default parameter and attribute values * Fix layer tests --------- Signed-off-by: Kazantsev, Roman <roman.kazantsev@intel.com>
57 lines
2.0 KiB
Python
57 lines
2.0 KiB
Python
# Copyright (C) 2023 Intel Corporation
|
|
# SPDX-License-Identifier: Apache-2.0
|
|
|
|
import numpy as np
|
|
import pytest
|
|
|
|
from common.tf_layer_test_class import CommonTFLayerTest
|
|
|
|
|
|
# Testing Cumsum operation
|
|
# Documentation: https://www.tensorflow.org/api_docs/python/tf/raw_ops/Cumsum
|
|
|
|
class TestCumsum(CommonTFLayerTest):
|
|
# input_shape - should be an array
|
|
# axis - array which points on axis for the operation
|
|
# exclusive - enables exclusive Cumsum
|
|
# reverse - enables reverse order of Cumsum
|
|
def create_cumsum_net(self, input_shape, axis, exclusive, reverse):
|
|
import tensorflow as tf
|
|
|
|
tf.compat.v1.reset_default_graph()
|
|
|
|
# Create the graph and model
|
|
with tf.compat.v1.Session() as sess:
|
|
tf_input = tf.compat.v1.placeholder(tf.float32, input_shape, 'Input')
|
|
|
|
tf_axis = tf.constant(axis, dtype=tf.int32)
|
|
tf.raw_ops.Cumsum(x=tf_input, axis=tf_axis, exclusive=exclusive, reverse=reverse)
|
|
|
|
tf.compat.v1.global_variables_initializer()
|
|
tf_net = sess.graph_def
|
|
|
|
ref_net = None
|
|
|
|
return tf_net, ref_net
|
|
|
|
test_data = [
|
|
dict(input_shape=[2], axis=-1),
|
|
dict(input_shape=[2, 3], axis=0),
|
|
dict(input_shape=[2, 3], axis=1),
|
|
dict(input_shape=[2, 3], axis=-2),
|
|
dict(input_shape=[2, 3, 3, 4], axis=2),
|
|
dict(input_shape=[2, 3, 3, 4], axis=-3),
|
|
]
|
|
|
|
@pytest.mark.parametrize("params", test_data)
|
|
@pytest.mark.parametrize("exclusive", [False, True, None])
|
|
@pytest.mark.parametrize("reverse", [False, True, None])
|
|
@pytest.mark.precommit
|
|
@pytest.mark.precommit_tf_fe
|
|
@pytest.mark.nightly
|
|
def test_cumsum_basic(self, params, exclusive, reverse, ie_device, precision, ir_version, temp_dir,
|
|
use_new_frontend, use_old_api):
|
|
self._test(*self.create_cumsum_net(**params, exclusive=exclusive, reverse=reverse),
|
|
ie_device, precision, ir_version, temp_dir=temp_dir,
|
|
use_new_frontend=use_new_frontend, use_old_api=use_old_api)
|