From 164a2727d3bbce0e575d24b7db787c85e2e2c203 Mon Sep 17 00:00:00 2001 From: giuros01 Date: Tue, 20 Nov 2018 18:34:46 +0000 Subject: COMPMID-1717: CL: Implement Maximum, Minimum, SquaredDifference Change-Id: Ice653e48211053bd3cd20a693bd76de6b4efc370 Reviewed-on: https://review.mlplatform.org/270 Reviewed-by: Georgios Pinitas Tested-by: Arm Jenkins --- .../CL/functions/CLElementwiseOperations.cpp | 127 +++++++++++++++++++++ 1 file changed, 127 insertions(+) create mode 100644 src/runtime/CL/functions/CLElementwiseOperations.cpp (limited to 'src/runtime/CL/functions/CLElementwiseOperations.cpp') diff --git a/src/runtime/CL/functions/CLElementwiseOperations.cpp b/src/runtime/CL/functions/CLElementwiseOperations.cpp new file mode 100644 index 0000000000..28f4b13f22 --- /dev/null +++ b/src/runtime/CL/functions/CLElementwiseOperations.cpp @@ -0,0 +1,127 @@ +/* + * Copyright (c) 2018 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/CL/ICLTensor.h" +#include "arm_compute/core/CL/kernels/CLElementwiseOperationKernel.h" +#include "support/ToolchainSupport.h" +#include + +#include + +namespace arm_compute +{ +namespace +{ +void configure_border_handler(CLFillBorderKernel &border_handler, BorderSize border_size, ICLTensor *input1, ICLTensor *input2, const ICLTensor *output) +{ + if(output->info()->dimension(0) > 1) + { + ICLTensor *broadcasted_info = (input1->info()->dimension(0) == 1) ? input1 : input2; + + if(broadcasted_info->info()->dimension(0) == 1) + { + border_handler.configure(broadcasted_info, border_size, BorderMode::REPLICATE); + } + } +} +} // namespace + +void CLArithmeticAddition::configure(ICLTensor *input1, ICLTensor *input2, ICLTensor *output, ConvertPolicy policy) +{ + auto k = arm_compute::support::cpp14::make_unique(); + k->configure(ArithmeticOperation::ADD, input1, input2, output, policy); + _kernel = std::move(k); + configure_border_handler(_border_handler, _kernel->border_size(), input1, input2, output); +} + +Status CLArithmeticAddition::validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, ConvertPolicy policy) +{ + return CLSaturatedArithmeticOperationKernel::validate(ArithmeticOperation::ADD, input1, input2, output, policy); +} + +void CLArithmeticSubtraction::configure(ICLTensor *input1, ICLTensor *input2, ICLTensor *output, ConvertPolicy policy) +{ + auto k = arm_compute::support::cpp14::make_unique(); + k->configure(ArithmeticOperation::SUB, input1, input2, output, policy); + _kernel = std::move(k); + configure_border_handler(_border_handler, _kernel->border_size(), input1, input2, output); +} + +Status CLArithmeticSubtraction::validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, ConvertPolicy policy) +{ + ARM_COMPUTE_UNUSED(policy); + return CLSaturatedArithmeticOperationKernel::validate(ArithmeticOperation::SUB, input1, input2, output, policy); +} + +void CLArithmeticDivision::configure(ICLTensor *input1, ICLTensor *input2, ICLTensor *output) +{ + auto k = arm_compute::support::cpp14::make_unique(); + k->configure(ArithmeticOperation::DIV, input1, input2, output); + _kernel = std::move(k); + configure_border_handler(_border_handler, _kernel->border_size(), input1, input2, output); +} + +Status CLArithmeticDivision::validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output) +{ + return CLArithmeticOperationKernel::validate(ArithmeticOperation::DIV, input1, input2, output); +} + +void CLElementwiseMax::configure(ICLTensor *input1, ICLTensor *input2, ICLTensor *output) +{ + auto k = arm_compute::support::cpp14::make_unique(); + k->configure(ArithmeticOperation::MAX, input1, input2, output); + _kernel = std::move(k); + configure_border_handler(_border_handler, _kernel->border_size(), input1, input2, output); +} + +Status CLElementwiseMax::validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output) +{ + return CLArithmeticOperationKernel::validate(ArithmeticOperation::MAX, input1, input2, output); +} + +void CLElementwiseMin::configure(ICLTensor *input1, ICLTensor *input2, ICLTensor *output) +{ + auto k = arm_compute::support::cpp14::make_unique(); + k->configure(ArithmeticOperation::MIN, input1, input2, output); + _kernel = std::move(k); + configure_border_handler(_border_handler, _kernel->border_size(), input1, input2, output); +} + +Status CLElementwiseMin::validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output) +{ + return CLArithmeticOperationKernel::validate(ArithmeticOperation::MIN, input1, input2, output); +} + +void CLElementwiseSquaredDiff::configure(ICLTensor *input1, ICLTensor *input2, ICLTensor *output) +{ + auto k = arm_compute::support::cpp14::make_unique(); + k->configure(ArithmeticOperation::SQUARED_DIFF, input1, input2, output); + _kernel = std::move(k); + configure_border_handler(_border_handler, _kernel->border_size(), input1, input2, output); +} + +Status CLElementwiseSquaredDiff::validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output) +{ + return CLArithmeticOperationKernel::validate(ArithmeticOperation::SQUARED_DIFF, input1, input2, output); +} +} // namespace arm_compute -- cgit v1.2.1