1# Copyright 2019 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 matrix_diag.""" 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_matrix_diag_tests(options): 28 """Make a set of tests for tf.linalg.diag op.""" 29 30 test_parameters = [ 31 { 32 "input_shape": [[3], [2, 3], [3, 4, 5], [2, 4, 6, 8]], 33 "input_dtype": [tf.int32, tf.float32], 34 }, 35 ] 36 37 def build_graph(parameters): 38 input_tensor = tf.compat.v1.placeholder( 39 dtype=parameters["input_dtype"], 40 name="input", 41 shape=parameters["input_shape"]) 42 outs = tf.linalg.diag(input_tensor) 43 return [input_tensor], [outs] 44 45 def build_inputs(parameters, sess, inputs, outputs): 46 input_values = create_tensor_data(parameters["input_dtype"], 47 parameters["input_shape"]) 48 return [input_values], sess.run( 49 outputs, feed_dict=dict(zip(inputs, [input_values]))) 50 51 make_zip_of_tests(options, test_parameters, build_graph, build_inputs) 52