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 cumsum.""" 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_cumsum_tests(options): 28 """Make a set of tests to do cumsum.""" 29 30 test_parameters = [{ 31 "shape": [(3, 6), (8, 9, 7)], 32 "dtype": [tf.int32, tf.int64, tf.float32], 33 "axis": [0, 1], 34 "exclusive": [True, False], 35 "reverse": [True, False], 36 }] 37 38 def build_graph(parameters): 39 """Build the cumsum op testing graph.""" 40 input1 = tf.compat.v1.placeholder( 41 dtype=parameters["dtype"], shape=parameters["shape"]) 42 out = tf.math.cumsum( 43 input1, 44 parameters["axis"], 45 exclusive=parameters["exclusive"], 46 reverse=parameters["reverse"]) 47 return [input1], [out] 48 49 def build_inputs(parameters, sess, inputs, outputs): 50 input1 = create_tensor_data(parameters["dtype"], parameters["shape"]) 51 return [input1], sess.run(outputs, feed_dict=dict(zip(inputs, [input1]))) 52 53 make_zip_of_tests(options, test_parameters, build_graph, build_inputs) 54