e50b285c2c
* Added implementation for resize_area op. Initial commit. * Added implementation of resize_area op. Initial revision. Signed-off-by: shugeo <sgazeos@gmail.com> * Corrected resizeArea functor call. Signed-off-by: shugeo <sgazeos@gmail.com> * Implementation of resize_area. Cpu platform helpers. Signed-off-by: shugeo <sgazeos@gmail.com> * Implementation for resize_area helpers. The first part revision. Signed-off-by: shugeo <sgazeos@gmail.com> * Added a set of tests for resize_area op. Signed-off-by: shugeo <sgazeos@gmail.com> * Cuda implementation for resize_area. Initial approach. Signed-off-by: shugeo <sgazeos@gmail.com> * Adding multithreading for resize_area algorithm. Signed-off-by: shugeo <sgazeos@gmail.com> * Cuda implementation of resize_area helpers. Shared memory approach. Signed-off-by: shugeo <sgazeos@gmail.com> * Refactored resizeAreaKernel with cuda implementation. * Eliminated compilation errors. * ResizeArea helpers for cuda platform. The first working revision. Signed-off-by: shugeo <sgazeos@gmail.com> * Added test for batched resize_area op testing. Signed-off-by: shugeo <sgazeos@gmail.com> * Implementation of resize_are for cuda platform and tests. Signed-off-by: shugeo <sgazeos@gmail.com> * Fixed multithreading with resize_area op helper. Signed-off-by: shugeo <sgazeos@gmail.com> * Corrected copyright marks with sources. Signed-off-by: shugeo <sgazeos@gmail.com> * Corrected copyright mark for resize_area op implementation. Signed-off-by: shugeo <sgazeos@gmail.com> * Corrected copyright mark for parity ops header. Signed-off-by: shugeo <sgazeos@gmail.com> * Corrected typo in strings and so on with image resize ops. Signed-off-by: shugeo <sgazeos@gmail.com> * Refactored resize_area helpers and multithreading. Signed-off-by: shugeo <sgazeos@gmail.com> * Added ResizeArea wrapper * Added test with align_corners and fixed shape processing with only int args given for output size. Signed-off-by: shugeo <sgazeos@gmail.com> * Added test * TF mapping for ResizeArea * Fixed implementation issues with resize_area op for both platforms. Signed-off-by: shugeo <sgazeos@gmail.com> * Refactored image resizer struct to use flexible types for ints and floats. Signed-off-by: shugeo <sgazeos@gmail.com> * Improved multithreading with resizeAreaKernel launch. Signed-off-by: shugeo <sgazeos@gmail.com> * Use asynchronical memory copying with cuda platform image resize allocations. Signed-off-by: shugeo <sgazeos@gmail.com> Co-authored-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
60 lines
2.6 KiB
C++
60 lines
2.6 KiB
C++
/*******************************************************************************
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* Copyright (c) 2015-2018 Skymind, Inc.
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* Copyright (c) 2019 Konduit K.K.
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*
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* This program and the accompanying materials are made available under the
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* terms of the Apache License, Version 2.0 which is available at
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* https://www.apache.org/licenses/LICENSE-2.0.
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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* License for the specific language governing permissions and limitations
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* under the License.
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*
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* SPDX-License-Identifier: Apache-2.0
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******************************************************************************/
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//
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// @author sgazeos@gmail.com
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//
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#ifndef __IMAGE_RESIZE_HELPERS__
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#define __IMAGE_RESIZE_HELPERS__
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#include <op_boilerplate.h>
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#include <NDArray.h>
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namespace nd4j {
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namespace ops {
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namespace helpers {
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enum ImageResizeMethods {
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kResizeBilinear = 1,
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kResizeBicubic,
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kResizeNearest,
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kResizeGaussian,
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kResizeLanczos5,
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kResizeMitchelcubic,
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kResizeArea
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};
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int resizeBilinearFunctor(nd4j::LaunchContext * context, NDArray const* image, int const width, int const height,
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bool const alignCorners, bool const halfPixelCenter, NDArray* output);
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int resizeNeighborFunctor(nd4j::LaunchContext * context, NDArray const* image, int const width, int const height,
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bool const alignCorners, bool const halfPixelCenter, NDArray* output);
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int resizeBicubicFunctor(nd4j::LaunchContext * context, NDArray const* image, int const width, int const height,
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bool preserveAspectRatio, bool antialias, NDArray* output);
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int resizeBicubicFunctorA(nd4j::LaunchContext * context, NDArray const* image, int const width, int const height,
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bool const alignCorners, bool const halfPixelAlign, NDArray* output);
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int resizeAreaFunctor(nd4j::LaunchContext * context, NDArray const* image, int const width, int const height,
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bool const alignCorners, NDArray* output);
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int resizeFunctor(nd4j::LaunchContext * context, NDArray const* image, int const width, int const height,
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ImageResizeMethods method, bool preserveAspectRatio, bool antialias, NDArray* output);
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void cropAndResizeFunctor(nd4j::LaunchContext * context, NDArray const* images, NDArray const* boxes,
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NDArray const* indices, NDArray const* cropSize, int method, double extrapolationVal, NDArray* crops);
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}
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}
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}
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#endif
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