/* * Copyright (c) 2021, 2023 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 ACL_SRC_CPU_OPERATORS_CPUGEMMDIRECTCONV2D_H #define ACL_SRC_CPU_OPERATORS_CPUGEMMDIRECTCONV2D_H #include "arm_compute/core/TensorInfo.h" #include "src/core/common/Macros.h" #include "src/cpu/ICpuOperator.h" #include "src/cpu/operators/CpuActivation.h" #include "src/cpu/operators/CpuPermute.h" #include "src/cpu/operators/internal/CpuGemmAssemblyDispatch.h" namespace arm_compute { // Forward declarations class ITensor; struct Conv2dInfo; namespace cpu { class CpuGemmDirectConv2d : public ICpuOperator { public: CpuGemmDirectConv2d(); ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(CpuGemmDirectConv2d); ~CpuGemmDirectConv2d(); /** Set the input and output tensors. * * Valid data layouts: * - All * * Valid data type configurations: * |src0 |src1 |src2 |dst | * |:--------------|:--------------|:--------------|:--------------| * |QASYMM8 |QASYMM8 |S32 |QASYMM8 | * |QASYMM8_SIGNED |QASYMM8_SIGNED |S32 |QASYMM8_SIGNED | * |F16 |F16 |F16 |F16 | * |F32 |F32 |F32 |F32 | * |BFLOAT16 |BFLOAT16 |BFLOAT16 |BFLOAT16 | * * @param[in] src Source tensor info. 3 lower dimensions represent a single input [width, height, IFM], * while every optional dimension from 4 and above represent a batch of inputs. * Data types supported: QASYMM8/QASYMM8_SIGNED/BFLOAT16/F16/F32. * @param[in] weights Weights tensor info. Weights are 4D tensor with dimensions [kernel_x, kernel_y, IFM, OFM]. * Data type supported: QASYMM8/QASYMM8_SIGNED/QSYMM8_PER_CHANNEL/BFLOAT16/F16/F32. * @param[in] biases Biases tensor info. Shared biases supported. Biases are 1D tensor with dimensions [OFM]. * Data type supported: Should match @p input data type, except for input of QASYMM8/QASYMM8_SIGNED type where biases should be of S32 type. * @param[in] dst Destination tensor info. 3 lower dimensions represent a single output [width, height, OFM], while the rest represent batch of outputs. * Data types supported: Same as @p input. * @param[in] info Contains padding and stride information described in @ref PadStrideInfo. */ void configure(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *biases, ITensorInfo *dst, const Conv2dInfo &info); /** Static function to check if given info will lead to a valid configuration of @ref CpuGemmDirectConv2d * * Similar to CpuGemmDirectConv2d::configure() * * @return a status */ static Status validate(const ITensorInfo *src, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *dst, const Conv2dInfo &info); // Inherited methods overridden: void run(ITensorPack &tensors) override; void prepare(ITensorPack &constants) override; experimental::MemoryRequirements workspace() const override; private: enum AuxTensorIdx { GemmTemp0 = 0, GemmTemp1, Pretranspose, /* Slots above (0-2) are reserved for CpuGemmAssemblyDispatch */ PermutedWeights, Count }; std::unique_ptr _gemm_asm_func; std::unique_ptr _activation_func; std::unique_ptr _weights_permute_func; experimental::MemoryRequirements _aux_mem; TensorInfo _perm_weights; bool _run_activation; bool _is_prepared; }; } // namespace cpu } // namespace arm_compute #endif // ACL_SRC_CPU_OPERATORS_CPUGEMMDIRECTCONV2D_H