| /* |
| * Copyright (c) 2017 ARM Limited. |
| * |
| * SPDX-License-Identifier: MIT |
| * |
| * Permission is hereby granted, free of charge, to any person obtaining a copy |
| * of this software and associated documentation files (the "Software"), to |
| * deal in the Software without restriction, including without limitation the |
| * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| * sell copies of the Software, and to permit persons to whom the Software is |
| * furnished to do so, subject to the following conditions: |
| * |
| * The above copyright notice and this permission notice shall be included in all |
| * copies or substantial portions of the Software. |
| * |
| * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| * SOFTWARE. |
| */ |
| #ifndef __ARM_COMPUTE_TEST_DATASET_GEMM_DATASET_H__ |
| #define __ARM_COMPUTE_TEST_DATASET_GEMM_DATASET_H__ |
| |
| #include "TypePrinter.h" |
| |
| #include "arm_compute/core/TensorShape.h" |
| #include "arm_compute/core/Types.h" |
| #include "dataset/GenericDataset.h" |
| |
| #include <ostream> |
| #include <sstream> |
| |
| #include <tuple> |
| #include <type_traits> |
| |
| #ifdef BOOST |
| #include "boost_wrapper.h" |
| #endif /* BOOST */ |
| |
| namespace arm_compute |
| { |
| namespace test |
| { |
| class GEMMDataObject |
| { |
| public: |
| //Data object used for matrix multiple |
| //D = alpha * A * B + beta * C; |
| TensorShape shape_a; |
| TensorShape shape_b; |
| TensorShape shape_c; |
| TensorShape shape_d; |
| float alpha; |
| float beta; |
| |
| operator std::string() const |
| { |
| std::stringstream ss; |
| ss << "GEMM"; |
| ss << "_A" << shape_a; |
| ss << "_B" << shape_b; |
| ss << "_C" << shape_c; |
| ss << "_D" << shape_d; |
| ss << "_alpha" << alpha; |
| ss << "_beta" << beta; |
| return ss.str(); |
| } |
| |
| friend std::ostream &operator<<(std::ostream &os, const GEMMDataObject &obj) |
| { |
| os << static_cast<std::string>(obj); |
| return os; |
| } |
| }; |
| |
| class SmallGEMMDataset : public GenericDataset<GEMMDataObject, 4> |
| { |
| public: |
| SmallGEMMDataset() |
| : GenericDataset |
| { |
| GEMMDataObject{ TensorShape(21U, 13U), TensorShape(33U, 21U), TensorShape(33U, 13U), TensorShape(33U, 13U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(31U, 1U), TensorShape(23U, 31U), TensorShape(23U, 1U), TensorShape(23U, 1U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(38U, 12U), TensorShape(21U, 38U), TensorShape(21U, 12U), TensorShape(21U, 12U), 0.2f, 1.2f }, |
| GEMMDataObject{ TensorShape(32U, 1U), TensorShape(17U, 32U), TensorShape(17U, 1U), TensorShape(17U, 1U), 0.4f, 0.7f }, |
| } |
| { |
| } |
| |
| ~SmallGEMMDataset() = default; |
| }; |
| |
| class LargeGEMMDataset : public GenericDataset<GEMMDataObject, 4> |
| { |
| public: |
| LargeGEMMDataset() |
| : GenericDataset |
| { |
| GEMMDataObject{ TensorShape(923U, 429U), TensorShape(871U, 923U), TensorShape(871U, 429U), TensorShape(871U, 429U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(1021U, 1U), TensorShape(783U, 1021U), TensorShape(783U, 1U), TensorShape(783U, 1U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(681U, 1023U), TensorShape(213U, 681U), TensorShape(213U, 1023U), TensorShape(213U, 1023U), 0.2f, 1.2f }, |
| GEMMDataObject{ TensorShape(941U, 1U), TensorShape(623U, 941U), TensorShape(623U, 1U), TensorShape(623U, 1U), 0.4f, 0.7f }, |
| } |
| { |
| } |
| |
| ~LargeGEMMDataset() = default; |
| }; |
| |
| class GoogLeNetGEMMDataset1 : public GenericDataset<GEMMDataObject, 32> |
| { |
| public: |
| GoogLeNetGEMMDataset1() |
| : GenericDataset |
| { |
| GEMMDataObject{ TensorShape(147U, 12544U), TensorShape(64U, 147U), TensorShape(64U, 12544U), TensorShape(64U, 12544U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(64U, 3136U), TensorShape(64U, 64U), TensorShape(64U, 3136U), TensorShape(64U, 3136U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(576U, 3136U), TensorShape(192U, 576U), TensorShape(192U, 3136U), TensorShape(192U, 3136U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(192U, 784U), TensorShape(64U, 192U), TensorShape(64U, 784U), TensorShape(64U, 784U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(192U, 784U), TensorShape(96U, 192U), TensorShape(96U, 784U), TensorShape(96U, 784U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(864U, 784U), TensorShape(128U, 864U), TensorShape(128U, 784U), TensorShape(128U, 784U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(192U, 784U), TensorShape(16U, 192U), TensorShape(16U, 784U), TensorShape(16U, 784U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(400U, 784U), TensorShape(32U, 400U), TensorShape(32U, 784U), TensorShape(32U, 784U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(192U, 784U), TensorShape(32U, 192U), TensorShape(32U, 784U), TensorShape(32U, 784U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(256U, 784U), TensorShape(128U, 256U), TensorShape(128U, 784U), TensorShape(128U, 784U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(256U, 784U), TensorShape(128U, 256U), TensorShape(128U, 784U), TensorShape(128U, 784U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(1152U, 784U), TensorShape(192U, 1152U), TensorShape(192U, 784U), TensorShape(192U, 784U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(256U, 784U), TensorShape(32U, 256U), TensorShape(32U, 784U), TensorShape(32U, 784U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(800U, 784U), TensorShape(96U, 800U), TensorShape(96U, 784U), TensorShape(96U, 784U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(256U, 784U), TensorShape(64U, 256U), TensorShape(64U, 784U), TensorShape(64U, 784U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(480U, 196U), TensorShape(192U, 480U), TensorShape(192U, 196U), TensorShape(192U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(480U, 196U), TensorShape(96U, 480U), TensorShape(96U, 196U), TensorShape(96U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(864U, 196U), TensorShape(204U, 864U), TensorShape(204U, 196U), TensorShape(204U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(480U, 196U), TensorShape(16U, 480U), TensorShape(16U, 196U), TensorShape(16U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(400U, 196U), TensorShape(48U, 400U), TensorShape(48U, 196U), TensorShape(48U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(480U, 196U), TensorShape(64U, 480U), TensorShape(64U, 196U), TensorShape(64U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(508U, 196U), TensorShape(160U, 508U), TensorShape(160U, 196U), TensorShape(160U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(508U, 196U), TensorShape(112U, 508U), TensorShape(112U, 196U), TensorShape(112U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(1008U, 196U), TensorShape(224U, 1008U), TensorShape(224U, 196U), TensorShape(224U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(508U, 196U), TensorShape(24U, 508U), TensorShape(24U, 196U), TensorShape(24U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(600U, 196U), TensorShape(64U, 600U), TensorShape(64U, 196U), TensorShape(64U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(508U, 196U), TensorShape(64U, 508U), TensorShape(64U, 196U), TensorShape(64U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(512U, 196U), TensorShape(128U, 512U), TensorShape(128U, 196U), TensorShape(128U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(512U, 196U), TensorShape(128U, 512U), TensorShape(128U, 196U), TensorShape(128U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(1152U, 196U), TensorShape(256U, 1152U), TensorShape(256U, 196U), TensorShape(256U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(512U, 196U), TensorShape(24U, 512U), TensorShape(24U, 196U), TensorShape(24U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(600U, 196U), TensorShape(64U, 600U), TensorShape(64U, 196U), TensorShape(64U, 196U), 1.0f, 0.0f } |
| } |
| { |
| } |
| |
| ~GoogLeNetGEMMDataset1() = default; |
| }; |
| |
| class GoogLeNetGEMMDataset2 : public GenericDataset<GEMMDataObject, 32> |
| { |
| public: |
| GoogLeNetGEMMDataset2() |
| : GenericDataset |
| { |
| GEMMDataObject{ TensorShape(512U, 196U), TensorShape(64U, 512U), TensorShape(64U, 196U), TensorShape(64U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(512U, 196U), TensorShape(112U, 512U), TensorShape(112U, 196U), TensorShape(112U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(512U, 196U), TensorShape(144U, 512U), TensorShape(144U, 196U), TensorShape(144U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(1296U, 196U), TensorShape(288U, 1296U), TensorShape(288U, 196U), TensorShape(288U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(512U, 196U), TensorShape(32U, 512U), TensorShape(32U, 196U), TensorShape(32U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(800U, 196U), TensorShape(64U, 800U), TensorShape(64U, 196U), TensorShape(64U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(512U, 196U), TensorShape(64U, 512U), TensorShape(64U, 196U), TensorShape(64U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(528U, 196U), TensorShape(256U, 528U), TensorShape(256U, 196U), TensorShape(256U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(528U, 196U), TensorShape(160U, 528U), TensorShape(160U, 196U), TensorShape(160U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(1440U, 196U), TensorShape(320U, 1440U), TensorShape(320U, 196U), TensorShape(320U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(528U, 196U), TensorShape(32U, 528U), TensorShape(32U, 196U), TensorShape(32U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(800U, 196U), TensorShape(128U, 800U), TensorShape(128U, 196U), TensorShape(128U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(528U, 196U), TensorShape(128U, 528U), TensorShape(128U, 196U), TensorShape(128U, 196U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(832U, 49U), TensorShape(256U, 832U), TensorShape(256U, 49U), TensorShape(256U, 49U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(832U, 49U), TensorShape(160U, 832U), TensorShape(160U, 49U), TensorShape(160U, 49U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(1440U, 49U), TensorShape(320U, 1440U), TensorShape(320U, 49U), TensorShape(320U, 49U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(832U, 49U), TensorShape(48U, 832U), TensorShape(48U, 49U), TensorShape(48U, 49U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(1200U, 49U), TensorShape(128U, 1200U), TensorShape(128U, 49U), TensorShape(128U, 49U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(832U, 49U), TensorShape(128U, 832U), TensorShape(128U, 49U), TensorShape(128U, 49U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(832U, 49U), TensorShape(384U, 832U), TensorShape(384U, 49U), TensorShape(384U, 49U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(832U, 49U), TensorShape(192U, 832U), TensorShape(192U, 49U), TensorShape(192U, 49U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(1728U, 49U), TensorShape(384U, 1728U), TensorShape(384U, 49U), TensorShape(384U, 49U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(832U, 49U), TensorShape(48U, 832U), TensorShape(48U, 49U), TensorShape(48U, 49U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(1200U, 49U), TensorShape(128U, 1200U), TensorShape(128U, 49U), TensorShape(128U, 49U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(832U, 49U), TensorShape(128U, 832U), TensorShape(128U, 49U), TensorShape(128U, 49U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(508U, 16U), TensorShape(128U, 508U), TensorShape(128U, 16U), TensorShape(128U, 16U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(2048U, 1U), TensorShape(1024U, 2048U), TensorShape(1024U, 1U), TensorShape(1024U, 1U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(1024U, 1U), TensorShape(1008U, 1024U), TensorShape(1008U, 1U), TensorShape(1008U, 1U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(528U, 16U), TensorShape(128U, 528U), TensorShape(128U, 16U), TensorShape(128U, 16U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(2048U, 1U), TensorShape(1024U, 2048U), TensorShape(1024U, 1U), TensorShape(1024U, 1U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(1024U, 1U), TensorShape(1008U, 1024U), TensorShape(1008U, 1U), TensorShape(1008U, 1U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(1024U, 1U), TensorShape(1008U, 1024U), TensorShape(1008U, 1U), TensorShape(1008U, 1U), 1.0f, 0.0f } |
| } |
| { |
| } |
| |
| ~GoogLeNetGEMMDataset2() = default; |
| }; |
| |
| class MatrixMultiplyDataset : public GenericDataset<GEMMDataObject, 3> |
| { |
| public: |
| MatrixMultiplyDataset() |
| : GenericDataset |
| { |
| GEMMDataObject{ TensorShape(1024U, 1U), TensorShape(1000U, 1024U), TensorShape(1000U, 1U), TensorShape(1000U, 1U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(256U, 784U), TensorShape(64U, 256U), TensorShape(64U, 784U), TensorShape(64U, 784U), 1.0f, 0.0f }, |
| GEMMDataObject{ TensorShape(1152U, 2704U), TensorShape(256U, 1152U), TensorShape(256U, 2704U), TensorShape(256U, 2704U), 1.0f, 0.0f }, |
| } |
| { |
| } |
| |
| ~MatrixMultiplyDataset() = default; |
| }; |
| } // namespace test |
| } // namespace arm_compute |
| #endif //__ARM_COMPUTE_TEST_DATASET_GEMM_DATASET_H__ |