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 rfft2d.""" 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 ExtraTocoOptions 23from tensorflow.lite.testing.zip_test_utils import make_zip_of_tests 24from tensorflow.lite.testing.zip_test_utils import register_make_test_function 25 26 27@register_make_test_function() 28def make_rfft2d_tests(options): 29 """Make a set of tests to do rfft2d.""" 30 31 test_parameters = [{ 32 "input_dtype": [tf.float32], 33 "input_shape": [[8, 8], [3, 8, 8], [3, 1, 16]], 34 "fft_length": [ 35 None, [4, 4], [4, 8], [8, 4], [8, 8], [8, 16], [16, 8], [16, 16], 36 [1, 8], [1, 16] 37 ] 38 }] 39 40 def build_graph(parameters): 41 input_value = tf.compat.v1.placeholder( 42 dtype=parameters["input_dtype"], 43 name="input", 44 shape=parameters["input_shape"]) 45 outs = tf.signal.rfft2d(input_value, fft_length=parameters["fft_length"]) 46 return [input_value], [outs] 47 48 def build_inputs(parameters, sess, inputs, outputs): 49 input_value = create_tensor_data(parameters["input_dtype"], 50 parameters["input_shape"]) 51 return [input_value], sess.run( 52 outputs, feed_dict=dict(zip(inputs, [input_value]))) 53 54 extra_toco_options = ExtraTocoOptions() 55 make_zip_of_tests(options, test_parameters, build_graph, build_inputs, 56 extra_toco_options) 57