aboutsummaryrefslogtreecommitdiff
path: root/src/core/GLES_COMPUTE/kernels/GCGEMMMatrixAccumulateBiasesKernel.cpp
diff options
context:
space:
mode:
Diffstat (limited to 'src/core/GLES_COMPUTE/kernels/GCGEMMMatrixAccumulateBiasesKernel.cpp')
-rw-r--r--src/core/GLES_COMPUTE/kernels/GCGEMMMatrixAccumulateBiasesKernel.cpp131
1 files changed, 0 insertions, 131 deletions
diff --git a/src/core/GLES_COMPUTE/kernels/GCGEMMMatrixAccumulateBiasesKernel.cpp b/src/core/GLES_COMPUTE/kernels/GCGEMMMatrixAccumulateBiasesKernel.cpp
deleted file mode 100644
index 66fdde5473..0000000000
--- a/src/core/GLES_COMPUTE/kernels/GCGEMMMatrixAccumulateBiasesKernel.cpp
+++ /dev/null
@@ -1,131 +0,0 @@
-/*
- * Copyright (c) 2017-2020 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.
- */
-#include "arm_compute/core/GLES_COMPUTE/kernels/GCGEMMMatrixAccumulateBiasesKernel.h"
-
-#include "arm_compute/core/Error.h"
-#include "arm_compute/core/GLES_COMPUTE/GCHelpers.h"
-#include "arm_compute/core/GLES_COMPUTE/GCKernelLibrary.h"
-#include "arm_compute/core/GLES_COMPUTE/IGCTensor.h"
-#include "arm_compute/core/GLES_COMPUTE/OpenGLES.h"
-#include "arm_compute/core/Helpers.h"
-#include "arm_compute/core/Types.h"
-#include "arm_compute/core/Utils.h"
-#include "arm_compute/core/Validate.h"
-#include "src/core/AccessWindowStatic.h"
-#include "src/core/helpers/AutoConfiguration.h"
-#include "src/core/helpers/WindowHelpers.h"
-#include "support/StringSupport.h"
-
-using namespace arm_compute;
-
-GCGEMMMatrixAccumulateBiasesKernel::GCGEMMMatrixAccumulateBiasesKernel()
- : _accum(nullptr), _biases(nullptr), _lws(gles::NDRange(1U, 1U, 1U))
-{
-}
-
-void GCGEMMMatrixAccumulateBiasesKernel::configure(IGCTensor *accum, const IGCTensor *biases)
-{
- ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(accum, 1, DataType::F16, DataType::F32);
- ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(biases, accum);
- ARM_COMPUTE_ERROR_ON(biases->info()->num_dimensions() != 1);
-
- _biases = biases;
- _accum = accum;
-
- std::set<std::string> build_opts;
- build_opts.emplace("#define LOCAL_SIZE_X " + support::cpp11::to_string(_lws[0]));
- build_opts.emplace("#define LOCAL_SIZE_Y " + support::cpp11::to_string(_lws[1]));
- build_opts.emplace("#define LOCAL_SIZE_Z " + support::cpp11::to_string(_lws[2]));
-
- // Create kernel
- build_opts.emplace("#define GEMM_ACCUMULATE_BIASES");
-
-#define ACCUM_PROCESS_4X
-
-#if defined(ACCUM_PROCESS_4X)
- build_opts.emplace("#define ACCUM_PROCESS_4X");
-#elif defined(ACCUM_PROCESS_8X) /* ACCUM_PROCESS_4X */
- build_opts.emplace("#define ACCUM_PROCESS_8X");
-#endif /* ACCUM_PROCESS_4X */
- std::string dt_name = (accum->info()->data_type() == DataType::F32) ? "DATA_TYPE_FP32" : "DATA_TYPE_FP16";
- build_opts.emplace(("#define " + dt_name));
-
- _kernel = GCKernelLibrary::get().create_kernel("gemm_accumulate_biases", build_opts);
-
- // Configure kernel window
- unsigned int num_elems_processed_per_iteration = 1;
-
- if(_accum->info()->data_type() == DataType::F32)
- {
- num_elems_processed_per_iteration = 16;
- }
- else if(_accum->info()->data_type() == DataType::F16)
- {
-#if defined(ACCUM_PROCESS_4X)
- num_elems_processed_per_iteration = 4;
-#elif defined(ACCUM_PROCESS_8X) /* ACCUM_PROCESS_4X */
- num_elems_processed_per_iteration = 8;
-#endif /* ACCUM_PROCESS_4X */
- }
-
- const int accum_width = accum->info()->dimension(0);
- const int accum_padding_right = ceil_to_multiple(accum_width, num_elems_processed_per_iteration * _lws[0]) - accum_width;
- BorderSize border = BorderSize(0, accum_padding_right, 0, 0);
-
- Window win = calculate_max_enlarged_window(*_accum->info(), Steps(num_elems_processed_per_iteration), border);
-
- AccessWindowStatic biases_access(biases->info(), 0, 0, ceil_to_multiple(biases->info()->dimension(0), num_elems_processed_per_iteration * _lws[0]), biases->info()->dimension(1));
- AccessWindowStatic accum_access(_accum->info(), 0, 0, accum_width + accum_padding_right, _accum->info()->dimension(1));
-
- update_window_and_padding(win, biases_access, accum_access);
-
- IGCKernel::configure(win);
-}
-
-void GCGEMMMatrixAccumulateBiasesKernel::run(const Window &window)
-{
- ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this);
- ARM_COMPUTE_ERROR_ON_MISMATCHING_WINDOWS(IGCKernel::window(), window);
-
- _kernel.use();
-
- Window accum_slice = window.first_slice_window_2D();
-
- Window biases_slice(accum_slice);
- biases_slice.set(Window::DimY, Window::Dimension(0, 1, 1));
-
- // Run kernel
- do
- {
- // Set arguments
- unsigned int idx = 0;
-
- add_2D_tensor_argument(idx, _accum, 1, accum_slice);
- add_1D_tensor_argument(idx, _biases, 2, biases_slice);
- _kernel.update_shader_params();
-
- enqueue(*this, accum_slice, _lws);
- }
- while(window.slide_window_slice_2D(accum_slice));
-}