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.""" 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_squeeze_transpose_tests(options): 28 """Make a set of tests to do squeeze followed by transpose.""" 29 30 test_parameters = [{ 31 "dtype": [tf.int32, tf.float32, tf.int64], 32 "input_shape": [[1, 4, 10, 1]], 33 "axis": [[-1], [3]], 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.squeeze(input_tensor, axis=parameters["axis"]) 42 out = tf.transpose(out, perm=[1, 2]) 43 return [input_tensor], [out] 44 45 def build_inputs(parameters, sess, inputs, outputs): 46 input_values = create_tensor_data(parameters["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( 52 options, 53 test_parameters, 54 build_graph, 55 build_inputs, 56 expected_tf_failures=0) 57