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 squeeze_transpose.""" 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_squeeze_transpose_tests(options): 24 """Make a set of tests to do squeeze followed by transpose.""" 25 26 test_parameters = [{ 27 "dtype": [tf.int32, tf.float32, tf.int64], 28 "input_shape": [[1, 4, 10, 1]], 29 "axis": [[-1], [3]], 30 }] 31 32 def build_graph(parameters): 33 input_tensor = tf.compat.v1.placeholder( 34 dtype=parameters["dtype"], 35 name="input", 36 shape=parameters["input_shape"]) 37 out = tf.squeeze(input_tensor, axis=parameters["axis"]) 38 out = tf.transpose(out, perm=[1, 2]) 39 return [input_tensor], [out] 40 41 def build_inputs(parameters, sess, inputs, outputs): 42 input_values = create_tensor_data(parameters["dtype"], 43 parameters["input_shape"]) 44 return [input_values], sess.run( 45 outputs, feed_dict=dict(zip(inputs, [input_values]))) 46 47 make_zip_of_tests( 48 options, 49 test_parameters, 50 build_graph, 51 build_inputs, 52 expected_tf_failures=0) 53