1# Copyright 2021 The TensorFlow Authors. All Rights Reserved. 2# 3# Licensed under the Apache License, Version 2.0 (the "License"); 4# you may not use this file except in compliance with the License. 5# You may obtain a copy of the License at 6# 7# http://www.apache.org/licenses/LICENSE-2.0 8# 9# Unless required by applicable law or agreed to in writing, software 10# distributed under the License is distributed on an "AS IS" BASIS, 11# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 12# See the License for the specific language governing permissions and 13# limitations under the License. 14# ============================================================================== 15"""Test configs for real op.""" 16from __future__ import absolute_import 17from __future__ import division 18from __future__ import print_function 19 20import tensorflow.compat.v1 as tf 21from tensorflow.lite.testing.zip_test_utils import create_tensor_data 22from tensorflow.lite.testing.zip_test_utils import make_zip_of_tests 23from tensorflow.lite.testing.zip_test_utils import register_make_test_function 24 25 26@register_make_test_function() 27def make_real_tests(options): 28 """Make a set of tests to do real op.""" 29 30 # Chose a set of parameters 31 test_parameters = [{ 32 "dtype": [tf.complex64, tf.complex128], 33 "input_shape": [[], [1], [2, 3], [1, 3, 4, 3], [2, 2, 3, 4, 5, 6]], 34 }] 35 36 def build_graph(parameters): 37 input_tensor = tf.compat.v1.placeholder( 38 dtype=parameters["dtype"], 39 name="input", 40 shape=parameters["input_shape"]) 41 out = tf.math.real(input_tensor) 42 return [input_tensor], [out] 43 44 def build_inputs(parameters, sess, inputs, outputs): 45 input_values = create_tensor_data( 46 parameters["dtype"].as_numpy_dtype, 47 parameters["input_shape"], 48 min_value=-10, 49 max_value=10) 50 return [input_values], sess.run( 51 outputs, feed_dict=dict(zip(inputs, [input_values]))) 52 53 make_zip_of_tests(options, test_parameters, build_graph, build_inputs) 54