1 /* Copyright 2022 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 16 #include <algorithm> 17 #include <cstdint> 18 #include <functional> 19 #include <memory> 20 21 #include <gtest/gtest.h> 22 #include "tensorflow/lite/delegates/xnnpack/transpose_tester.h" 23 #include "tensorflow/lite/delegates/xnnpack/xnnpack_delegate.h" 24 25 namespace tflite { 26 namespace xnnpack { 27 28 TEST(UnsignedQuantizedTranspose, 1D) { 29 std::unique_ptr<TfLiteDelegate, decltype(&TfLiteXNNPackDelegateDelete)> 30 xnnpack_delegate(TfLiteXNNPackDelegateCreate(nullptr), 31 TfLiteXNNPackDelegateDelete); 32 33 std::vector<int32_t> perm{0}; 34 // clang-format off 35 TransposeTester() 36 .num_dims(1) 37 .input_shape({37}) 38 .perm(perm) 39 .Test(TensorType_INT8, xnnpack_delegate.get()); 40 // clang-format on 41 } 42 43 TEST(UnsignedQuantizedTranspose, 2D) { 44 std::unique_ptr<TfLiteDelegate, decltype(&TfLiteXNNPackDelegateDelete)> 45 xnnpack_delegate(TfLiteXNNPackDelegateCreate(nullptr), 46 TfLiteXNNPackDelegateDelete); 47 48 std::vector<int32_t> perm{0, 1}; 49 do { 50 // clang-format off 51 TransposeTester() 52 .num_dims(2) 53 .input_shape({37, 113}) 54 .perm(perm) 55 .Test(TensorType_INT8, xnnpack_delegate.get()); 56 // clang-format on 57 } while (std::next_permutation(perm.begin(), perm.end())); 58 } 59 60 TEST(UnsignedQuantizedTranspose, 3D) { 61 std::unique_ptr<TfLiteDelegate, decltype(&TfLiteXNNPackDelegateDelete)> 62 xnnpack_delegate(TfLiteXNNPackDelegateCreate(nullptr), 63 TfLiteXNNPackDelegateDelete); 64 65 std::vector<int32_t> perm{0, 1, 2}; 66 do { 67 TransposeTester() 68 .num_dims(3) 69 .input_shape({5, 7, 11}) 70 .perm(perm) 71 .Test(TensorType_UINT8, xnnpack_delegate.get()); 72 } while (std::next_permutation(perm.begin(), perm.end())); 73 } 74 75 TEST(UnsignedQuantizedTranspose, 4D) { 76 std::unique_ptr<TfLiteDelegate, decltype(&TfLiteXNNPackDelegateDelete)> 77 xnnpack_delegate(TfLiteXNNPackDelegateCreate(nullptr), 78 TfLiteXNNPackDelegateDelete); 79 80 std::vector<int32_t> perm{0, 1, 2, 3}; 81 do { 82 TransposeTester() 83 .num_dims(4) 84 .input_shape({5, 7, 11, 13}) 85 .perm(perm) 86 .Test(TensorType_UINT8, xnnpack_delegate.get()); 87 } while (std::next_permutation(perm.begin(), perm.end())); 88 } 89 90 TEST(UnsignedQuantizedTranspose, 5D) { 91 std::unique_ptr<TfLiteDelegate, decltype(&TfLiteXNNPackDelegateDelete)> 92 xnnpack_delegate(TfLiteXNNPackDelegateCreate(nullptr), 93 TfLiteXNNPackDelegateDelete); 94 95 std::vector<int32_t> perm{0, 1, 2, 3, 4}; 96 do { 97 TransposeTester() 98 .num_dims(5) 99 .input_shape({3, 5, 7, 11, 13}) 100 .perm(perm) 101 .Test(TensorType_UINT8, xnnpack_delegate.get()); 102 } while (std::next_permutation(perm.begin(), perm.end())); 103 } 104 105 } // namespace xnnpack 106 } // namespace tflite 107