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Diffstat (limited to 'arm_compute/core/NEON/kernels/assembly/NEGEMMInterleavedTransformAWrapper.h')
| -rw-r--r-- | arm_compute/core/NEON/kernels/assembly/NEGEMMInterleavedTransformAWrapper.h | 173 |
1 files changed, 0 insertions, 173 deletions
diff --git a/arm_compute/core/NEON/kernels/assembly/NEGEMMInterleavedTransformAWrapper.h b/arm_compute/core/NEON/kernels/assembly/NEGEMMInterleavedTransformAWrapper.h deleted file mode 100644 index c1fd86e453..0000000000 --- a/arm_compute/core/NEON/kernels/assembly/NEGEMMInterleavedTransformAWrapper.h +++ /dev/null @@ -1,173 +0,0 @@ -/* - * Copyright (c) 2018-2019 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_NEGEMMINTERLEAVEDTRANSFORMAWRAPPER_H__ -#define __ARM_COMPUTE_NEGEMMINTERLEAVEDTRANSFORMAWRAPPER_H__ - -#include "arm_compute/core/CPP/CPPTypes.h" -#include "arm_compute/core/Helpers.h" -#include "arm_compute/core/ITensor.h" -#include "arm_compute/core/NEON/kernels/assembly/INEGEMMWrapperKernel.h" -#include "arm_compute/core/Utils.h" -#include "arm_compute/core/Validate.h" -#include "arm_compute/core/Window.h" -#include "arm_compute/core/WindowIterator.h" - -namespace arm_compute -{ -class ITensor; - -/** Unit of work for @ref NEGEMMInterleavedTransformAWrapper to process */ -struct TransformAWorkload -{ - /** Constructor - * - * @param[in] k0 First value to process along the K dimension. - * @param[in] kmax Last value to process along the K dimension. - * @param[in] multi Multi index. - */ - TransformAWorkload(unsigned int k0, unsigned int kmax, unsigned int multi) - : _k0(k0), _kmax(kmax), _multi(multi) - { - } - unsigned int _k0; /**< First value to process along the K dimension. */ - unsigned int _kmax; /**< Last value to process along the K dimension. */ - unsigned int _multi; /**< Multi index. */ -}; - -/** Equivalent to arm_gemm::GemmInterleaved's Transform<strategy::A_interleave, strategy::A_block but using Compute Library types. - * - * Note: Each workload converts a different slice of a and writes it to transformed_a (Which can store only one slice at the time), therefore the workloads' execution should be interleaved with other workloads that make use of their result. - */ -class NEGEMMInterleavedTransformAWrapper -{ -public: - /** Transform the block at the given coordinates - * - * @param[in] wl Workload to process. - * @param[in] info Information about the current thread. - * @param[in] batch_window Window containing iteration information for the M and batch dimensions. - * @param[in] start_offset Offset relative to the beginning of batch_window to start the processing from. - * @param[in] end_offset Offset relative to the beginning of batch_window to stop the processing. - */ - virtual void transform(const TransformAWorkload &wl, const ThreadInfo &info, const Window &batch_window, const Coordinates &start_offset, const Coordinates &end_offset) = 0; - /** Generate an array of workloads - * - * @param[out] workloads Container to store the generated workloads. - */ - virtual void create_workloads(std::vector<TransformAWorkload> &workloads) = 0; - /** Default destructor */ - virtual ~NEGEMMInterleavedTransformAWrapper() = default; -}; - -/** Type specialisations of @ref NEGEMMInterleavedTransformAWrapper */ -template <typename strategy> -class NEGEMMInterleavedTransformAWrapperTemplate : public NEGEMMInterleavedTransformAWrapper -{ -public: - /** Configure the reshape A routine. - * - * @param[in] a Input matrix A. - * @param[out] transformed_a Reshaped matrix A. - * @param[in] transpose_a Also transpose A ? - * @param[in] reinterpret_a_as_3d Re-interpret as 3D ? - * @param[in] block_walker Window representing the layout of the matrix's blocks - * @param[in] params M, N, K sizes. - */ - void configure(const ITensor *a, ITensor *transformed_a, bool transpose_a, bool reinterpret_a_as_3d, const Window &block_walker, const INEGEMMWrapperKernel::Params ¶ms) - { - _a = a; - _transformed_a = transformed_a; - _transpose_a = transpose_a; - _reinterpret_a_as_3d = reinterpret_a_as_3d; - _Ksize = params.K; - _Msize = params.M; - _k_multi_window = block_walker.shift_dimensions(1); // block_walker contains (M,K,Multi) --> shift by 1 to get rid of the "M" dimension - } - - // Inherited methods overridden: - void transform(const TransformAWorkload &wl, const ThreadInfo &info, const Window &batch_window, const Coordinates &start_offset, const Coordinates &end_offset) override - { - strategy strat(info.cpu_info); - TensorAccessor<typename strategy::operand_type> a(*_a); - TensorAccessor<typename strategy::operand_type> transformed_a(*_transformed_a); - - // Handle 3d input re-interpretation - if(_reinterpret_a_as_3d) - { - Strides a_strides_as_3d = _a->info()->strides_in_bytes(); - a_strides_as_3d.remove(Window::DimZ); - a.set_strides(a_strides_as_3d); - } - - unsigned int last_m = 0; - //TODO: Create a new iterate_1D( DimY); - int last_y = -1; - auto window_iterator = arm_compute::create_window_iterator(batch_window, start_offset, end_offset, [&](const Coordinates & id) - { - if(id.y() != last_y) - { - last_y = id.y(); - unsigned int batch = id.y(); - unsigned int first_m = id.x(); - - if(first_m >= last_m) - return; - - strat.transforms.PrepareA(transformed_a(0, first_m, batch), - a(0, 0, batch, wl._multi), - a.stride(1), first_m, last_m, wl._k0, wl._kmax, _transpose_a); - } - }); - auto on_new_row_size = [&](unsigned int, unsigned int end) - { - last_m = std::min(end, _Msize); - }; - window_iterator.iterate_2D(on_new_row_size); - } - void create_workloads(std::vector<TransformAWorkload> &workloads) override - { - execute_window_loop(_k_multi_window, [&](const Coordinates & id) - { - const unsigned int k0 = id.x(); - const unsigned int multi = id.y(); - const unsigned int kmax = std::min(k0 + _k_multi_window.x().step(), _Ksize); - - workloads.push_back(TransformAWorkload(k0, kmax, multi)); - }); - } - -private: - const ITensor *_a - { - nullptr - }; - ITensor *_transformed_a{ nullptr }; - unsigned int _Msize{ 0 }; - unsigned int _Ksize{ 0 }; - bool _transpose_a{ false }; - bool _reinterpret_a_as_3d{ false }; - Window _k_multi_window{}; -}; -} // namespace arm_compute -#endif /* __ARM_COMPUTE_NEGEMMINTERLEAVEDTRANSFORMAWRAPPER_H__ */ |