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Diffstat (limited to 'src/core/GLES_COMPUTE/kernels/GCGEMMMatrixAdditionKernel.cpp')
-rw-r--r--src/core/GLES_COMPUTE/kernels/GCGEMMMatrixAdditionKernel.cpp104
1 files changed, 104 insertions, 0 deletions
diff --git a/src/core/GLES_COMPUTE/kernels/GCGEMMMatrixAdditionKernel.cpp b/src/core/GLES_COMPUTE/kernels/GCGEMMMatrixAdditionKernel.cpp
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index 0000000000..fa0415249a
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+++ b/src/core/GLES_COMPUTE/kernels/GCGEMMMatrixAdditionKernel.cpp
@@ -0,0 +1,104 @@
+/*
+ * 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.
+ */
+#include "arm_compute/core/GLES_COMPUTE/kernels/GCGEMMMatrixAdditionKernel.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/Validate.h"
+#include "arm_compute/core/Window.h"
+
+using namespace arm_compute;
+
+GCGEMMMatrixAdditionKernel::GCGEMMMatrixAdditionKernel()
+ : _input(nullptr), _output(nullptr)
+{
+}
+
+void GCGEMMMatrixAdditionKernel::configure(const IGCTensor *input, IGCTensor *output, float beta)
+{
+ ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::F32);
+ ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(input, output);
+ ARM_COMPUTE_ERROR_ON(input->info()->dimension(0) != output->info()->dimension(0));
+ ARM_COMPUTE_ERROR_ON(input->info()->dimension(1) != output->info()->dimension(1));
+
+ _input = input;
+ _output = output;
+ const unsigned int num_elems_processed_per_iteration = max_gc_vector_width / data_size_from_type(input->info()->data_type());
+
+ std::set<std::string> build_opts;
+ std::string dt_name = (input->info()->data_type() == DataType::F32) ? "DATA_TYPE_FP32" : "DATA_TYPE_FP16";
+ build_opts.emplace(("#define " + dt_name));
+ build_opts.emplace("#define LOCAL_SIZE_X " + support::cpp11::to_string(1));
+ build_opts.emplace("#define LOCAL_SIZE_Y " + support::cpp11::to_string(1));
+ build_opts.emplace("#define LOCAL_SIZE_Z " + support::cpp11::to_string(1));
+ build_opts.emplace("#define BETA " + float_to_string_with_full_precision(beta));
+
+ // Create kernel
+ build_opts.emplace("#define GEMM_MATRIXADDITION");
+ std::string data_type_name = lower_string(string_from_data_type(input->info()->data_type()));
+ _kernel = GCKernelLibrary::get().create_kernel(("gemm_ma"), build_opts);
+
+ // Configure kernel window
+ Window win = calculate_max_window(*_input->info(), Steps(num_elems_processed_per_iteration));
+
+ AccessWindowHorizontal input_access(input->info(), 0, num_elems_processed_per_iteration);
+ AccessWindowHorizontal output_access(output->info(), 0, num_elems_processed_per_iteration);
+
+ update_window_and_padding(win, input_access, output_access);
+
+ output_access.set_valid_region(win, input->info()->valid_region());
+
+ _kernel.clear_params();
+ // set shader params binding point
+ _kernel.set_shader_params_binding_point(0);
+
+ IGCKernel::configure(win);
+}
+
+void GCGEMMMatrixAdditionKernel::run(const Window &window)
+{
+ ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this);
+ ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(IGCKernel::window(), window);
+
+ _kernel.use();
+
+ Window slice = window.first_slice_window_2D();
+
+ do
+ {
+ unsigned int idx = 0;
+ add_2D_tensor_argument(idx, _input, 1, slice);
+ add_2D_tensor_argument(idx, _output, 2, slice);
+
+ _kernel.update_shader_params();
+
+ enqueue(*this, slice);
+ }
+ while(window.slide_window_slice_2D(slice));
+}