Pablo Tello | bf2fb95 | 2017-09-29 16:43:25 +0100 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2017 ARM Limited. |
| 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #ifndef ARM_COMPUTE_TEST_GEMM_INTERLEAVE_BLOCKED_FIXTURE |
| 25 | #define ARM_COMPUTE_TEST_GEMM_INTERLEAVE_BLOCKED_FIXTURE |
| 26 | |
| 27 | #include "arm_compute/core/TensorShape.h" |
| 28 | #include "arm_compute/core/Types.h" |
| 29 | #include "tests/AssetsLibrary.h" |
| 30 | #include "tests/Globals.h" |
| 31 | #include "tests/IAccessor.h" |
| 32 | #include "tests/framework/Asserts.h" |
| 33 | #include "tests/framework/Fixture.h" |
Pablo Tello | bf2fb95 | 2017-09-29 16:43:25 +0100 | [diff] [blame] | 34 | #include "tests/validation/Helpers.h" |
Georgios Pinitas | 5a7e776 | 2017-12-01 16:27:29 +0000 | [diff] [blame] | 35 | #include "tests/validation/reference/GEMMInterleaveBlocked.h" |
Pablo Tello | bf2fb95 | 2017-09-29 16:43:25 +0100 | [diff] [blame] | 36 | |
| 37 | #include <random> |
| 38 | |
| 39 | namespace arm_compute |
| 40 | { |
| 41 | namespace test |
| 42 | { |
| 43 | namespace validation |
| 44 | { |
| 45 | template <typename TensorType, typename AccessorType, typename FunctionType, bool Transposed = false> |
| 46 | class GEMMInterleaveBlockedValidationFixture : public framework::Fixture |
| 47 | { |
| 48 | public: |
| 49 | template <typename...> |
| 50 | void setup(size_t x, size_t y, int int_by, int block) |
| 51 | { |
| 52 | const float interleave_by_f32 = int_by; |
| 53 | const TensorShape shape_a(x, y); |
| 54 | const TensorShape shape_b(static_cast<size_t>(x * interleave_by_f32), static_cast<size_t>(std::ceil(y / interleave_by_f32))); |
| 55 | _target = compute_target(shape_a, shape_b, int_by, block); |
| 56 | _reference = compute_reference(shape_a, shape_b, int_by, block); |
| 57 | } |
| 58 | |
| 59 | protected: |
| 60 | template <typename U> |
| 61 | void fill(U &&tensor, int i) |
| 62 | { |
| 63 | ARM_COMPUTE_ERROR_ON(tensor.data_type() != DataType::U8); |
| 64 | std::uniform_int_distribution<> distribution(0, 255); |
| 65 | library->fill(tensor, distribution, i); |
| 66 | } |
| 67 | |
| 68 | TensorType compute_target(const TensorShape &shape_a, const TensorShape &shape_b, int int_by, int block) |
| 69 | { |
| 70 | // Create tensors |
| 71 | TensorType a = create_tensor<TensorType>(shape_a, DataType::U8, 1); |
| 72 | TensorType b = create_tensor<TensorType>(shape_b, DataType::U8, 1); |
| 73 | |
| 74 | // Create and configure function |
| 75 | FunctionType f; |
| 76 | f.configure(&a, &b, int_by, block, Transposed); |
| 77 | |
| 78 | ARM_COMPUTE_EXPECT(a.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 79 | ARM_COMPUTE_EXPECT(b.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 80 | |
| 81 | // Allocate tensors |
| 82 | a.allocator()->allocate(); |
| 83 | b.allocator()->allocate(); |
| 84 | |
| 85 | ARM_COMPUTE_EXPECT(!a.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 86 | ARM_COMPUTE_EXPECT(!b.info()->is_resizable(), framework::LogLevel::ERRORS); |
| 87 | |
| 88 | // Fill tensors |
| 89 | fill(AccessorType(a), 0); |
| 90 | |
| 91 | // Compute GEMM function |
| 92 | f.run(); |
| 93 | return b; |
| 94 | } |
| 95 | |
| 96 | SimpleTensor<uint8_t> compute_reference(const TensorShape &shape_a, const TensorShape &shape_b, int int_by, int block) |
| 97 | { |
| 98 | // Create reference |
| 99 | SimpleTensor<uint8_t> a{ shape_a, DataType::U8, 1 }; |
| 100 | SimpleTensor<uint8_t> b{ shape_b, DataType::U8, 1 }; |
| 101 | |
| 102 | // Fill reference |
| 103 | fill(a, 0); |
| 104 | return reference::gemm_interleave_blocked<uint8_t>(a, b, int_by, block, Transposed); |
| 105 | } |
| 106 | |
| 107 | TensorType _target{}; |
| 108 | SimpleTensor<uint8_t> _reference{}; |
| 109 | }; |
| 110 | |
| 111 | } // namespace validation |
| 112 | } // namespace test |
| 113 | } // namespace arm_compute |
| 114 | #endif /* ARM_COMPUTE_TEST_GEMM_INTERLEAVE_BLOCKED_FIXTURE */ |