From 4d81d75de09bba2de17e849a3d46e3052d449ad8 Mon Sep 17 00:00:00 2001 From: Gian Marco Iodice Date: Tue, 14 Jul 2020 15:05:31 +0100 Subject: COMPMID-2450: Implement CLMaxUnpoolingLayer - Add OpenCL kernel for Max unpooling layer - Add tests for validating the result Change-Id: If7ca79566a1198e3141f880abf46738980a62c81 Signed-off-by: Gian Marco Iodice Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3606 Reviewed-by: Pablo Marquez Tested-by: Arm Jenkins Comments-Addressed: Arm Jenkins --- src/runtime/CL/functions/CLMaxUnpoolingLayer.cpp | 65 ++++++++++++++++++++++++ 1 file changed, 65 insertions(+) create mode 100644 src/runtime/CL/functions/CLMaxUnpoolingLayer.cpp (limited to 'src/runtime/CL/functions/CLMaxUnpoolingLayer.cpp') diff --git a/src/runtime/CL/functions/CLMaxUnpoolingLayer.cpp b/src/runtime/CL/functions/CLMaxUnpoolingLayer.cpp new file mode 100644 index 0000000000..3e32c55067 --- /dev/null +++ b/src/runtime/CL/functions/CLMaxUnpoolingLayer.cpp @@ -0,0 +1,65 @@ +/* + * Copyright (c) 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/runtime/CL/functions/CLMaxUnpoolingLayer.h" + +#include "arm_compute/core/CL/ICLTensor.h" +#include "arm_compute/core/CL/kernels/CLMaxUnpoolingLayerKernel.h" +#include "arm_compute/core/PixelValue.h" +#include "arm_compute/core/Validate.h" +#include "arm_compute/runtime/CL/CLScheduler.h" + +namespace arm_compute +{ +CLMaxUnpoolingLayer::CLMaxUnpoolingLayer() + : _memset_kernel(), _unpooling_layer_kernel() +{ +} + +void CLMaxUnpoolingLayer::configure(ICLTensor *input, ICLTensor *indices, ICLTensor *output, const PoolingLayerInfo &pool_info) +{ + configure(CLKernelLibrary::get().get_compile_context(), input, indices, output, pool_info); +} + +void CLMaxUnpoolingLayer::configure(const CLCompileContext &compile_context, ICLTensor *input, ICLTensor *indices, ICLTensor *output, const PoolingLayerInfo &pool_info) +{ + const PixelValue zero_value(0.f); + _memset_kernel.configure(output, zero_value); + + _unpooling_layer_kernel.configure(compile_context, input, indices, output, pool_info); +} + +Status CLMaxUnpoolingLayer::validate(const ITensorInfo *input, const ITensorInfo *indices, const ITensorInfo *output, const PoolingLayerInfo &pool_info) +{ + return CLMaxUnpoolingLayerKernel::validate(input, indices, output, pool_info); +} + +void CLMaxUnpoolingLayer::run() +{ + // Run memset + CLScheduler::get().enqueue(_memset_kernel, false); + + // Run max unpooling layer + CLScheduler::get().enqueue(_unpooling_layer_kernel); +} +} /* namespace arm_compute */ -- cgit v1.2.1