/* * 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 "SliceOperations.h" #include "arm_compute/core/utils/helpers/tensor_transform.h" #include "arm_compute/core/utils/misc/ShapeCalculator.h" namespace arm_compute { namespace test { namespace validation { namespace reference { template SimpleTensor slice(const SimpleTensor &src, Coordinates starts, Coordinates ends) { using namespace arm_compute::helpers::tensor_transform; // Validation checks ARM_COMPUTE_ERROR_ON(src.shape().num_dimensions() > 4); ARM_COMPUTE_ERROR_ON(starts.num_dimensions() > src.shape().num_dimensions()); ARM_COMPUTE_ERROR_ON(std::any_of(starts.cbegin(), starts.cbegin() + starts.num_dimensions(), [](int i) { return i < 0; })); ARM_COMPUTE_ERROR_ON(ends.num_dimensions() > src.shape().num_dimensions()); // Get source shape const TensorShape &src_shape = src.shape(); // Get destination shape TensorShape dst_shape = arm_compute::misc::shape_calculator::compute_slice_shape(src_shape, starts, ends); // Create destination tensor SimpleTensor dst{ dst_shape, src.data_type(), 1 }; // Perform slice Window win; win.use_tensor_dimensions(dst_shape); execute_window_loop(win, [&](const Coordinates & id) { Coordinates offset; for(unsigned int i = 0; i < id.num_dimensions(); ++i) { offset.set(i, starts[i] + id[i]); } *reinterpret_cast(dst(id)) = *reinterpret_cast(src(offset)); }); return dst; } template SimpleTensor slice(const SimpleTensor &src, Coordinates starts, Coordinates ends); template SimpleTensor slice(const SimpleTensor &src, Coordinates starts, Coordinates ends); template SimpleTensor strided_slice(const SimpleTensor &src, Coordinates starts, Coordinates ends, BiStrides strides, int32_t begin_mask, int32_t end_mask, int32_t shrink_axis_mask) { using namespace arm_compute::helpers::tensor_transform; // Validation checks ARM_COMPUTE_ERROR_ON(src.shape().num_dimensions() > 4); ARM_COMPUTE_ERROR_ON(starts.num_dimensions() > src.shape().num_dimensions()); ARM_COMPUTE_ERROR_ON(ends.num_dimensions() > src.shape().num_dimensions()); ARM_COMPUTE_ERROR_ON(strides.num_dimensions() > src.shape().num_dimensions()); ARM_COMPUTE_ERROR_ON(std::any_of(strides.cbegin(), strides.cbegin() + strides.num_dimensions(), [](int i) { return i == 0; })); // Get source shape const TensorShape &src_shape = src.shape(); // Get destination shape const TensorShape dst_shape = compute_strided_slice_output_shape(src_shape, starts, ends, strides, begin_mask, end_mask, shrink_axis_mask); // Create destination tensor SimpleTensor dst{ dst_shape, src.data_type(), 1 }; // Get coordinates Coordinates starts_abs, ends_abs, final_strides; std::tie(starts_abs, ends_abs, final_strides) = calculate_strided_slice_coords(src_shape, starts, ends, strides, begin_mask, end_mask, shrink_axis_mask); // Perform strided slice unsigned int idx = 0; Window win; win.use_tensor_dimensions(compute_strided_slice_output_shape(src_shape, starts, ends, strides, begin_mask, end_mask, shrink_axis_mask, true)); execute_window_loop(win, [&](const Coordinates & id) { Coordinates offset; for(unsigned int i = 0; i < id.num_dimensions(); ++i) { offset.set(i, starts_abs[i] + id[i] * final_strides[i]); } dst.data()[idx++] = *reinterpret_cast(src(offset)); }); return dst; } template SimpleTensor strided_slice(const SimpleTensor &src, Coordinates starts, Coordinates ends, BiStrides strides, int32_t begin_mask, int32_t end_mask, int32_t shrink_axis_mask); template SimpleTensor strided_slice(const SimpleTensor &src, Coordinates starts, Coordinates ends, BiStrides strides, int32_t begin_mask, int32_t end_mask, int32_t shrink_axis_mask); } // namespace reference } // namespace validation } // namespace test } // namespace arm_compute