1# Copyright 2020 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 exp.""" 16import tensorflow.compat.v1 as tf 17from tensorflow.lite.testing.zip_test_utils import create_tensor_data 18from tensorflow.lite.testing.zip_test_utils import make_zip_of_tests 19from tensorflow.lite.testing.zip_test_utils import register_make_test_function 20 21 22@register_make_test_function() 23def make_softplus_tests(options): 24 """Make a set of tests to do softplus.""" 25 26 test_parameters = [{ 27 "input_dtype": [tf.float32], 28 "input_shape": [[], [3], [1, 100], [4, 2, 3], [5, 224, 224, 3]], 29 }] 30 31 def build_graph(parameters): 32 """Build the exp op testing graph.""" 33 input_tensor = tf.compat.v1.placeholder( 34 dtype=parameters["input_dtype"], 35 name="input", 36 shape=parameters["input_shape"]) 37 38 out = tf.math.softplus(input_tensor) 39 return [input_tensor], [out] 40 41 def build_inputs(parameters, sess, inputs, outputs): 42 values = [ 43 create_tensor_data( 44 parameters["input_dtype"], 45 parameters["input_shape"], 46 min_value=-100, 47 max_value=9) 48 ] 49 return values, sess.run(outputs, feed_dict=dict(zip(inputs, values))) 50 51 make_zip_of_tests(options, test_parameters, build_graph, build_inputs) 52