diff options
Diffstat (limited to 'src/core/gpu')
| -rw-r--r-- | src/core/gpu/cl/kernels/ClCopyKernel.cpp | 170 | ||||
| -rw-r--r-- | src/core/gpu/cl/kernels/ClCopyKernel.h | 71 | ||||
| -rw-r--r-- | src/core/gpu/cl/kernels/ClCropKernel.cpp | 137 | ||||
| -rw-r--r-- | src/core/gpu/cl/kernels/ClCropKernel.h | 98 | ||||
| -rw-r--r-- | src/core/gpu/cl/kernels/ClFillKernel.cpp | 122 | ||||
| -rw-r--r-- | src/core/gpu/cl/kernels/ClFillKernel.h | 77 | ||||
| -rw-r--r-- | src/core/gpu/cl/kernels/ClPermuteKernel.cpp | 157 | ||||
| -rw-r--r-- | src/core/gpu/cl/kernels/ClPermuteKernel.h | 86 | ||||
| -rw-r--r-- | src/core/gpu/cl/kernels/ClReshapeKernel.cpp | 131 | ||||
| -rw-r--r-- | src/core/gpu/cl/kernels/ClReshapeKernel.h | 66 |
10 files changed, 1115 insertions, 0 deletions
diff --git a/src/core/gpu/cl/kernels/ClCopyKernel.cpp b/src/core/gpu/cl/kernels/ClCopyKernel.cpp new file mode 100644 index 0000000000..d6c87f8fad --- /dev/null +++ b/src/core/gpu/cl/kernels/ClCopyKernel.cpp @@ -0,0 +1,170 @@ +/* + * Copyright (c) 2018-2021 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 "src/core/gpu/cl/kernels/ClCopyKernel.h" + +#include "arm_compute/core/CL/CLHelpers.h" +#include "arm_compute/core/CL/CLKernelLibrary.h" +#include "arm_compute/core/CL/ICLTensor.h" +#include "arm_compute/core/Helpers.h" +#include "arm_compute/core/TensorInfo.h" +#include "arm_compute/core/Utils.h" +#include "arm_compute/core/Validate.h" +#include "src/core/CL/CLValidate.h" +#include "src/core/helpers/AutoConfiguration.h" +#include "src/core/helpers/WindowHelpers.h" +#include "support/Cast.h" +#include "support/StringSupport.h" + +namespace arm_compute +{ +namespace opencl +{ +namespace kernels +{ +namespace +{ +Status validate_arguments(const ITensorInfo *src, const ITensorInfo *dst, Window *dst_window = nullptr) +{ + ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, dst); + + // Validate dst if initialized + if(dst->total_size() != 0) + { + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src, dst); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_QUANTIZATION_INFO(src, dst); + if(dst_window == nullptr) + { + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DIMENSIONS(src->tensor_shape(), dst->tensor_shape()); + } + else + { + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DIMENSIONS(src->tensor_shape(), dst_window->shape()); + } + } + + return Status{}; +} + +} // namespace + +void ClCopyKernel::configure(const CLCompileContext &compile_context, const ITensorInfo *src, ITensorInfo *dst, Window *dst_window) +{ + ARM_COMPUTE_ERROR_ON_NULLPTR(src, dst); + ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(src, dst, dst_window)); + + auto padding_info = get_padding_info({ src, dst }); + + // Create kernel + CLBuildOptions build_opts; + build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(src->data_type())); + + // Output auto inizialitation if not yet initialized + auto_init_if_empty(*dst, *src); + + // Configure window + const unsigned int vec_size_x = adjust_vec_size(16 / src->element_size(), src->dimension(0)); + + const Window win_config = calculate_max_window(*src, Steps(vec_size_x)); + + if(dst_window != nullptr) + { + _has_dst_window = true; + _dst_window = Window(*dst_window); + const int width_x = dst_window->num_iterations(0); + const int vec_size_x_leftover = width_x % vec_size_x; + const bool multi_access_x = width_x >= static_cast<int32_t>(vec_size_x); + + if(multi_access_x) + { + _dst_window.set(Window::DimX, Window::Dimension(dst_window->x().start(), ceil_to_multiple(dst_window->x().end(), vec_size_x), vec_size_x)); + } + + build_opts.add_option("-DVEC_SIZE_LEFTOVER=" + support::cpp11::to_string(vec_size_x_leftover)); + } + else + { + const int width_x = src->tensor_shape().x(); + const int vec_size_x_leftover = width_x % vec_size_x; + + build_opts.add_option("-DVEC_SIZE_LEFTOVER=" + support::cpp11::to_string(vec_size_x_leftover)); + } + + build_opts.add_option("-DVEC_SIZE=" + support::cpp11::to_string(vec_size_x)); + + // Build kernel + _kernel = create_kernel(compile_context, "copy_tensor", build_opts.options()); + + // Validate and set the window + ICLKernel::configure_internal(win_config); + + ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); +} + +Status ClCopyKernel::validate(const arm_compute::ITensorInfo *src, const arm_compute::ITensorInfo *dst, Window *dst_window) +{ + ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(src, dst, dst_window)); + + return Status{}; +} + +void ClCopyKernel::run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) +{ + ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); + ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window); + + const auto src = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC)); + auto dst = utils::cast::polymorphic_downcast<ICLTensor *>(tensors.get_tensor(TensorType::ACL_DST)); + + Window slice; + + if(_has_dst_window) + { + slice = window.first_slice_window_3D(); + Window out_slice = _dst_window.first_slice_window_3D(); + do + { + unsigned int idx = 0; + add_3D_tensor_argument(idx, src, slice); + add_3D_tensor_argument(idx, dst, out_slice); + enqueue(queue, *this, slice, lws_hint()); + } + while(window.slide_window_slice_3D(slice) && _dst_window.slide_window_slice_3D(out_slice)); + } + else + { + Window collapsed = window.collapse_if_possible(ICLKernel::window(), Window::DimZ); + slice = collapsed.first_slice_window_3D(); + do + { + unsigned int idx = 0; + add_3D_tensor_argument(idx, src, slice); + add_3D_tensor_argument(idx, dst, slice); + enqueue(queue, *this, slice, lws_hint()); + } + while(collapsed.slide_window_slice_3D(slice)); + } +} +} // namespace kernels +} // namespace opencl +} // namespace arm_compute diff --git a/src/core/gpu/cl/kernels/ClCopyKernel.h b/src/core/gpu/cl/kernels/ClCopyKernel.h new file mode 100644 index 0000000000..9d5457d72d --- /dev/null +++ b/src/core/gpu/cl/kernels/ClCopyKernel.h @@ -0,0 +1,71 @@ +/* + * Copyright (c) 2018-2021 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. + */ +#ifndef ARM_COMPUTE_CL_COPY_KERNEL_H +#define ARM_COMPUTE_CL_COPY_KERNEL_H + +#include "src/core/common/Macros.h" +#include "src/core/gpu/cl/ClCompileContext.h" +#include "src/core/gpu/cl/IClKernel.h" + +namespace arm_compute +{ +namespace opencl +{ +namespace kernels +{ +/** OpenCL kernel to perform a copy between two tensors */ +class ClCopyKernel : public ICLKernel +{ +public: + ClCopyKernel() = default; + ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(ClCopyKernel); + /** Initialize the kernel's src, dst. + * + * @param[in] compile_context The compile context to be used. + * @param[in] src Source tensor info. Data types supported: All. + * @param[out] dst Destination tensor info. Data types supported: same as @p src. + * @param[in] dst_window (Optional) Window to be used in case only copying into part of a tensor. Default is nullptr. + */ + void configure(const CLCompileContext &compile_context, const ITensorInfo *src, ITensorInfo *dst, Window *dst_window = nullptr); + /** Static function to check if given info will lead to a valid configuration of @ref ClCopyKernel + * + * @param[in] src Source tensor info. Data types supported: All. + * @param[in] dst Destination tensor info. Data types supported: same as @p src. + * @param[in] dst_window (Optional) Window to be used in case only copying into part of a tensor. Default is nullptr. + * + * @return a status + */ + static Status validate(const ITensorInfo *src, const ITensorInfo *dst, Window *dst_window = nullptr); + + // Inherited methods overridden: + void run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) override; + +private: + Window _dst_window{}; + bool _has_dst_window{}; +}; +} // namespace kernels +} // namespace opencl +} // namespace arm_compute +#endif /*ARM_COMPUTE_CL_COPY_KERNEL_H */ diff --git a/src/core/gpu/cl/kernels/ClCropKernel.cpp b/src/core/gpu/cl/kernels/ClCropKernel.cpp new file mode 100644 index 0000000000..20e94b2876 --- /dev/null +++ b/src/core/gpu/cl/kernels/ClCropKernel.cpp @@ -0,0 +1,137 @@ +/* + * Copyright (c) 2019-2021 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 "src/core/gpu/cl/kernels/ClCropKernel.h" + +#include "arm_compute/core/CL/CLHelpers.h" +#include "arm_compute/core/CL/CLKernelLibrary.h" +#include "arm_compute/core/CL/ICLTensor.h" +#include "arm_compute/core/IAccessWindow.h" +#include "arm_compute/core/TensorInfo.h" +#include "arm_compute/core/Utils.h" +#include "src/core/CPP/Validate.h" +#include "src/core/helpers/WindowHelpers.h" +#include "support/Cast.h" +#include "support/StringSupport.h" + +#include <map> + +namespace arm_compute +{ +namespace opencl +{ +namespace kernels +{ +void ClCropKernel::configure(const ITensorInfo *src, ITensorInfo *dst, Coordinates2D start, Coordinates2D end, uint32_t batch_index, float extrapolation_value, Window *dst_window) +{ + configure(CLKernelLibrary::get().get_compile_context(), src, dst, start, end, batch_index, extrapolation_value, dst_window); +} + +void ClCropKernel::configure(const CLCompileContext &compile_context, const ITensorInfo *src, ITensorInfo *dst, Coordinates2D start, Coordinates2D end, uint32_t batch_index, + float extrapolation_value, Window *dst_window) +{ + ARM_COMPUTE_ERROR_ON_NULLPTR(src, dst); + ARM_COMPUTE_ERROR_THROW_ON(validate(src, dst, start, end, batch_index, extrapolation_value, dst_window)); + + _start = start; + _batch_index = batch_index; + _extrapolation_value = extrapolation_value; + + const int vec_size_x = 4; + // Create and update the window (if needed) + Window win = calculate_max_window(*dst); + + if(dst_window != nullptr) + { + ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(win, *dst_window); + win = *dst_window; + } + + const int dst_width_x = win.num_iterations(0); + const bool multi_access_x = dst_width_x >= vec_size_x; + const bool remainder_x = dst_width_x % vec_size_x > 0; + + if(multi_access_x) + { + win.set(Window::DimX, + Window::Dimension(win.x().start(), ceil_to_multiple(win.x().end(), vec_size_x), vec_size_x)); + } + ICLKernel::configure_internal(win); + + // Create kernel + CLBuildOptions build_opts; + build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(src->data_type())); + build_opts.add_option_if(multi_access_x, "-DVEC_SIZE=" + support::cpp11::to_string(vec_size_x)); + build_opts.add_option_if(multi_access_x && remainder_x, "-DLAST_ACCESSED_X=" + support::cpp11::to_string(std::max<int>(dst_width_x - vec_size_x, 0))); + build_opts.add_option_if(start.x > end.x, "-DWIDTH_FLIPPED="); + build_opts.add_option_if(start.y > end.y, "-DHEIGHT_FLIPPED="); + _kernel = create_kernel(compile_context, "crop_tensor", build_opts.options()); +} + +Status ClCropKernel::validate(const ITensorInfo *src, const ITensorInfo *dst, Coordinates2D start, Coordinates2D end, uint32_t batch_index, float extrapolation_value, Window *dst_window) +{ + ARM_COMPUTE_UNUSED(extrapolation_value, dst_window); + ARM_COMPUTE_RETURN_ERROR_ON_CPU_F16_UNSUPPORTED(src); + ARM_COMPUTE_RETURN_ERROR_ON(src->data_type() == DataType::UNKNOWN); + ARM_COMPUTE_RETURN_ERROR_ON_DATA_LAYOUT_NOT_IN(src, DataLayout::NHWC); + ARM_COMPUTE_RETURN_ERROR_ON(src->tensor_shape().num_dimensions() > 4); + ARM_COMPUTE_RETURN_ERROR_ON(start.x < 0 || start.y < 0 || end.x < 0 || end.y < 0); + ARM_COMPUTE_RETURN_ERROR_ON(start.x >= static_cast<int32_t>(src->dimension(1)) || start.y >= static_cast<int32_t>(src->dimension(2)) + || end.x >= static_cast<int32_t>(src->dimension(1)) || end.y >= static_cast<int32_t>(src->dimension(2))); + ARM_COMPUTE_RETURN_ERROR_ON(batch_index >= src->dimension(3)); + if(dst_window != nullptr) + { + ARM_COMPUTE_RETURN_ERROR_ON(dst_window->x().step() != 1); + } + if(dst->total_size() > 0) + { + ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_NOT_IN(dst, DataType::F32); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_LAYOUT(src, dst); + ARM_COMPUTE_RETURN_ERROR_ON(dst->num_dimensions() > 3); + } + return Status{}; +} + +void ClCropKernel::run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) +{ + ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); + ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window); + + const auto src = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC)); + auto dst = utils::cast::polymorphic_downcast<ICLTensor *>(tensors.get_tensor(TensorType::ACL_DST)); + + Window in_slice = Window(); + in_slice.use_tensor_dimensions(src->info()->tensor_shape()); + in_slice.set(Window::DimX, Window::Dimension(in_slice.x().start(), ceil_to_multiple(in_slice.x().end(), window.x().step()), window.x().step())); + in_slice.set(3, Window::Dimension(_batch_index, _batch_index + 1, 1)); + + unsigned int idx = 0; + add_3D_tensor_argument(idx, src, in_slice); + add_3D_tensor_argument(idx, dst, window); + add_argument(idx, _start.x); + add_argument(idx, _start.y); + enqueue(queue, *this, window, lws_hint()); +} +} // namespace kernels +} // namespace opencl +} // namespace arm_compute diff --git a/src/core/gpu/cl/kernels/ClCropKernel.h b/src/core/gpu/cl/kernels/ClCropKernel.h new file mode 100644 index 0000000000..92f94d471b --- /dev/null +++ b/src/core/gpu/cl/kernels/ClCropKernel.h @@ -0,0 +1,98 @@ +/* + * Copyright (c) 2019-2021 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. + */ +#ifndef ARM_COMPUTE_CLCROPKERNEL_H +#define ARM_COMPUTE_CLCROPKERNEL_H + +#include "src/core/common/Macros.h" +#include "src/core/gpu/cl/ClCompileContext.h" +#include "src/core/gpu/cl/IClKernel.h" + +namespace arm_compute +{ +namespace opencl +{ +namespace kernels +{ +/** OpenCL kernel to perform a copy between two tensors */ +class ClCropKernel : public ICLKernel +{ +public: + ClCropKernel() = default; + ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(ClCropKernel); + /** Configure kernel + * + * @note Supported tensor rank: up to 4 + * + * @param[in] src Source tensor info. Data type supported: All. Data layouts supported: NHWC. + * @param[out] dst Destination tensor info. Data type supported: F32 + * @param[in] start Coordinates of where to start cropping the image. + * @param[in] end Coordinates of where to end cropping the image. + * @param[in] batch_index Fourth dimension index of the 3D image to crop in @p src. + * @param[in] extrapolation_value Value to be used for values outside of the image. Default is 0. + * @param[in] dst_window Output window to be used in case cropped image is being copied into a tensor. Default is nullptr. + */ + void configure(const ITensorInfo *src, ITensorInfo *dst, Coordinates2D start, Coordinates2D end, uint32_t batch_index, float extrapolation_value = 0, Window *dst_window = nullptr); + /** Configure kernel + * + * @note Supported tensor rank: up to 4 + * + * @param[in] compile_context The compile context to be used. + * @param[in] src Source tensor info. Data type supported: All. Data layouts supported: NHWC. + * @param[out] dst Destination tensor info. Data type supported: F32 + * @param[in] start Coordinates of where to start cropping the image. + * @param[in] end Coordinates of where to end cropping the image. + * @param[in] batch_index Fourth dimension index of the 3D image to crop in @p src. + * @param[in] extrapolation_value Value to be used for values outside of the image. Default is 0. + * @param[in] dst_window Output window to be used in case cropped image is being copied into a tensor. Default is nullptr. + */ + void configure(const CLCompileContext &compile_context, const ITensorInfo *src, ITensorInfo *dst, Coordinates2D start, Coordinates2D end, uint32_t batch_index, float extrapolation_value = 0, + Window *dst_window = nullptr); + + /** Static function to check if given info will lead to a valid configuration of @ref CLStridedSliceKernel + * + * @note Supported tensor rank: up to 4 + * + * @param[in] src Source tensor info. Data type supported: All. Data layouts supported: NHWC. + * @param[in] dst Destination tensor info. Data type supported: F32 + * @param[in] start Coordinates of where to start cropping the image. + * @param[in] end Coordinates of where to end cropping the image. + * @param[in] batch_index Fourth dimension index of the 3D image to crop in @p src. + * @param[in] extrapolation_value Value to be used for values outside of the image. Default is 0. + * @param[in] dst_window Output window to be used in case cropped image is being copied into a tensor. Default is nullptr. + */ + static Status validate(const ITensorInfo *src, const ITensorInfo *dst, Coordinates2D start, Coordinates2D end, uint32_t batch_index, float extrapolation_value = 0, + Window *dst_window = nullptr); + + // Inherited methods overridden: + void run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) override; + +private: + Coordinates2D _start{}; + uint32_t _batch_index{}; + float _extrapolation_value{}; +}; +} // namespace kernels +} // namespace opencl +} // namespace arm_compute +#endif /*ARM_COMPUTE_CLCROPKERNEL_H */ diff --git a/src/core/gpu/cl/kernels/ClFillKernel.cpp b/src/core/gpu/cl/kernels/ClFillKernel.cpp new file mode 100644 index 0000000000..b194ee549b --- /dev/null +++ b/src/core/gpu/cl/kernels/ClFillKernel.cpp @@ -0,0 +1,122 @@ +/* + * Copyright (c) 2018-2021 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 "src/core/gpu/cl/kernels/ClFillKernel.h" + +#include "arm_compute/core/CL/CLHelpers.h" +#include "arm_compute/core/CL/CLKernelLibrary.h" +#include "arm_compute/core/CL/ICLTensor.h" +#include "arm_compute/core/Helpers.h" +#include "arm_compute/core/TensorInfo.h" +#include "arm_compute/core/Utils.h" +#include "arm_compute/core/Validate.h" +#include "src/core/CL/CLValidate.h" +#include "src/core/helpers/AutoConfiguration.h" +#include "src/core/helpers/WindowHelpers.h" +#include "support/Cast.h" +#include "support/StringSupport.h" + +namespace arm_compute +{ +namespace opencl +{ +namespace kernels +{ +void ClFillKernel::configure(ITensorInfo *tensor, + const PixelValue &constant_value, + Window *window) +{ + configure(CLKernelLibrary::get().get_compile_context(), tensor, constant_value, window); +} + +void ClFillKernel::configure(const CLCompileContext &compile_context, ITensorInfo *tensor, + const PixelValue &constant_value, + Window *window) +{ + ARM_COMPUTE_ERROR_ON_NULLPTR(tensor); + ARM_COMPUTE_ERROR_THROW_ON(validate(tensor, constant_value, window)); + + const DataType data_type = tensor->data_type(); + const int vec_size_x = 16 / tensor->element_size(); + + // Create and update the window (if needed) + _full_window = calculate_max_window(*tensor); + Window win = _full_window; + if(window != nullptr) + { + ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(win, *window); + win = *window; + } + + const int output_width_x = win.num_iterations(0); + const bool multi_access_x = output_width_x >= vec_size_x; + const bool remainder_x = output_width_x % vec_size_x > 0; + + if(multi_access_x) + { + win.set(Window::DimX, Window::Dimension(win.x().start(), ceil_to_multiple(win.x().end(), vec_size_x), vec_size_x)); + } + ICLKernel::configure_internal(win); + + // Create kernel + CLBuildOptions build_opts; + build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(data_type)); + build_opts.add_option("-DCONSTANT_VALUE=" + string_from_pixel_value(constant_value, data_type)); + build_opts.add_option_if(multi_access_x, "-DVEC_SIZE=" + support::cpp11::to_string(vec_size_x)); + build_opts.add_option_if(multi_access_x && remainder_x, "-DLAST_ACCESSED_X=" + support::cpp11::to_string(std::max<int>(output_width_x - vec_size_x, 0))); + _kernel = create_kernel(compile_context, "memset", build_opts.options()); +} + +Status ClFillKernel::validate(const ITensorInfo *tensor, const PixelValue &constant_value, Window *window) +{ + ARM_COMPUTE_UNUSED(tensor); + ARM_COMPUTE_UNUSED(constant_value); + if(window != nullptr) + { + ARM_COMPUTE_RETURN_ERROR_ON(window->x().step() != 1); + } + return Status{}; +} + +void ClFillKernel::run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) +{ + ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); + ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window); + + const auto tensor = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC)); + + // Collapse all the batches on the third + Window collapsed = window.collapse_if_possible(_full_window, Window::DimZ); + Window slice = collapsed.first_slice_window_3D(); + + do + { + unsigned int idx = 0; + add_3D_tensor_argument(idx, tensor, slice); + enqueue(queue, *this, slice, lws_hint()); + } + while(collapsed.slide_window_slice_3D(slice)); +} +} // namespace kernels +} // namespace opencl +} // namespace arm_compute diff --git a/src/core/gpu/cl/kernels/ClFillKernel.h b/src/core/gpu/cl/kernels/ClFillKernel.h new file mode 100644 index 0000000000..136c1243fe --- /dev/null +++ b/src/core/gpu/cl/kernels/ClFillKernel.h @@ -0,0 +1,77 @@ +/* + * Copyright (c) 2018-2021 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. + */ +#ifndef ARM_COMPUTE_CL_FILL_KERNEL_H +#define ARM_COMPUTE_CL_FILL_KERNEL_H + +#include "src/core/common/Macros.h" +#include "src/core/gpu/cl/ClCompileContext.h" +#include "src/core/gpu/cl/IClKernel.h" + +namespace arm_compute +{ +namespace opencl +{ +namespace kernels +{ +/** Interface for filling the planes of a tensor */ +class ClFillKernel : public ICLKernel +{ +public: + ClFillKernel() = default; + ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(ClFillKernel); + /** Initialise the kernel's tensor and filling value + * + * @param[in,out] tensor Input tensor info. Supported data types: All. + * @param[in] constant_value The value used to fill the planes of the tensor + * @param[in] window Window to be used in case setting only part of a tensor. Default is nullptr. + */ + void configure(ITensorInfo *tensor, const PixelValue &constant_value, Window *window = nullptr); + /** Initialise the kernel's tensor and filling value + * + * @param[in] compile_context The compile context to be used. + * @param[in,out] tensor Input tensor info. Supported data types: All. + * @param[in] constant_value The value used to fill the planes of the tensor + * @param[in] window Window to be used in case setting only part of a tensor. Default is nullptr. + */ + void configure(const CLCompileContext &compile_context, ITensorInfo *tensor, const PixelValue &constant_value, Window *window = nullptr); + /** Static function to check if given info will lead to a valid configuration of @ref ClFillKernel + * + * @param[in] tensor Source tensor info. Data types supported: All. + * @param[in] constant_value The value used to fill the planes of the tensor + * @param[in] window Window to be used in case setting only part of a tensor. Default is nullptr. + * + * @return a status + */ + static Status validate(const ITensorInfo *tensor, const PixelValue &constant_value, Window *window = nullptr); + + // Inherited methods overridden: + void run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) override; + +private: + Window _full_window{}; +}; +} // namespace kernels +} // namespace opencl +} // namespace arm_compute +#endif /*ARM_COMPUTE_CLMEMSETRKERNEL_H */ diff --git a/src/core/gpu/cl/kernels/ClPermuteKernel.cpp b/src/core/gpu/cl/kernels/ClPermuteKernel.cpp new file mode 100644 index 0000000000..992c2a89d3 --- /dev/null +++ b/src/core/gpu/cl/kernels/ClPermuteKernel.cpp @@ -0,0 +1,157 @@ +/* + * Copyright (c) 2018-2021 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 "src/core/gpu/cl/kernels/ClPermuteKernel.h" + +#include "arm_compute/core/CL/CLHelpers.h" +#include "arm_compute/core/CL/CLKernelLibrary.h" +#include "arm_compute/core/CL/ICLTensor.h" +#include "arm_compute/core/Helpers.h" +#include "arm_compute/core/TensorInfo.h" +#include "arm_compute/core/Utils.h" +#include "arm_compute/core/Validate.h" +#include "arm_compute/core/utils/misc/ShapeCalculator.h" +#include "src/core/CL/CLValidate.h" +#include "src/core/helpers/AutoConfiguration.h" +#include "src/core/helpers/WindowHelpers.h" +#include "support/Cast.h" +#include "support/StringSupport.h" + +namespace arm_compute +{ +namespace opencl +{ +namespace kernels +{ +namespace +{ +TensorShape get_dst_shape(const ITensorInfo *src, const PermutationVector &perm) +{ + TensorShape dst_shape = src->tensor_shape(); + permute(dst_shape, perm); + return dst_shape; +} + +Status validate_arguments(const ITensorInfo *src, const ITensorInfo *dst, const PermutationVector &perm) +{ + ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, dst); + ARM_COMPUTE_RETURN_ERROR_ON(src->data_type() == DataType::UNKNOWN); + ARM_COMPUTE_RETURN_ERROR_ON_MSG(src->num_dimensions() < 1 || src->num_dimensions() > 4, + "Permutation upto 4-D src tensor is supported"); + ARM_COMPUTE_RETURN_ERROR_ON_MSG(perm.num_dimensions() < 1 || perm.num_dimensions() > 4, + "Permutation vector size should be less than or equal to 4"); + for(const auto &p : perm) + { + ARM_COMPUTE_RETURN_ERROR_ON_MSG(p >= perm.num_dimensions(), "Permutation vector has invalid values"); + } + + // Validate configured dst + if(dst->total_size() != 0) + { + const TensorShape dst_shape = misc::shape_calculator::compute_permutation_output_shape(*src, perm); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DIMENSIONS(dst->tensor_shape(), dst_shape); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_QUANTIZATION_INFO(src, dst); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src, dst); + } + return Status{}; +} +} // namespace + +void ClPermuteKernel::configure(const ITensorInfo *src, ITensorInfo *dst, const PermutationVector &perm) +{ + configure(CLKernelLibrary::get().get_compile_context(), src, dst, perm); +} + +void ClPermuteKernel::configure(const CLCompileContext &compile_context, const ITensorInfo *src, ITensorInfo *dst, const PermutationVector &perm) +{ + ARM_COMPUTE_ERROR_ON_NULLPTR(src, dst); + auto padding_info = get_padding_info({ src, dst }); + const TensorShape dst_shape = get_dst_shape(src, perm); + // Output auto inizialitation if not yet initialized + auto_init_if_empty(*dst, src->clone()->set_tensor_shape(dst_shape)); + + ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(src, dst, perm)); + + _perm = perm; + + // Create kernel + CLBuildOptions build_opts; + build_opts.add_option("-DDATA_TYPE=" + get_cl_unsigned_type_from_element_size(data_size_from_type(src->data_type()))); + build_opts.add_option("-DDEPTH_IN=" + support::cpp11::to_string(src->dimension(2))); + // New positions of width(W), height(H), channel(C) and batch(D) based on permutation vector + build_opts.add_option("-DP1=" + support::cpp11::to_string((_perm.num_dimensions() >= 1) ? perm[0] : 0)); + build_opts.add_option("-DP2=" + support::cpp11::to_string((_perm.num_dimensions() >= 2) ? perm[1] : 1)); + build_opts.add_option("-DP3=" + support::cpp11::to_string((_perm.num_dimensions() >= 3) ? perm[2] : 2)); + build_opts.add_option("-DP4=" + support::cpp11::to_string((_perm.num_dimensions() >= 4) ? perm[3] : 3)); + + _kernel = create_kernel(compile_context, "permute", build_opts.options()); + + // Configure kernel window + Window win = calculate_max_window(*src, Steps()); + + // The CLPermute doesn't need padding so update_window_and_padding() can be skipped + Coordinates coord; + coord.set_num_dimensions(dst->num_dimensions()); + dst->set_valid_region(ValidRegion(coord, dst->tensor_shape())); + + ICLKernel::configure_internal(win); + ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); +} + +Status ClPermuteKernel::validate(const ITensorInfo *src, const ITensorInfo *dst, const PermutationVector &perm) +{ + ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, dst); + ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(src, dst, perm)); + + return Status{}; +} + +void ClPermuteKernel::run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) +{ + ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); + ARM_COMPUTE_ERROR_ON_MISMATCHING_WINDOWS(ICLKernel::window(), window); + + const auto src = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC)); + auto dst = utils::cast::polymorphic_downcast<ICLTensor *>(tensors.get_tensor(TensorType::ACL_DST)); + + Window slice_in = window.first_slice_window_4D().collapse(ICLKernel::window(), 2, 4); + + // Setup dst slice + Window slice_out(slice_in); + slice_out.set(Window::DimX, Window::Dimension(0, 0, 0)); + slice_out.set(Window::DimY, Window::Dimension(0, 0, 0)); + slice_out.set(Window::DimZ, Window::Dimension(0, 0, 0)); + slice_out.set(3, Window::Dimension(0, 0, 0)); + + do + { + unsigned int idx = 0; + add_4D_tensor_argument(idx, src, slice_in); + add_4D_tensor_argument(idx, dst, slice_out); + enqueue(queue, *this, slice_in, lws_hint()); + } + while(window.slide_window_slice_4D(slice_in) && window.slide_window_slice_4D(slice_out)); +} +} // namespace kernels +} // namespace opencl +} // namespace arm_compute
\ No newline at end of file diff --git a/src/core/gpu/cl/kernels/ClPermuteKernel.h b/src/core/gpu/cl/kernels/ClPermuteKernel.h new file mode 100644 index 0000000000..4cc72491bd --- /dev/null +++ b/src/core/gpu/cl/kernels/ClPermuteKernel.h @@ -0,0 +1,86 @@ +/* + * Copyright (c) 2018-2021 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. + */ +#ifndef ARM_COMPUTE_CL_PERMUTE_KERNEL_H +#define ARM_COMPUTE_CL_PERMUTE_KERNEL_H + +#include "src/core/common/Macros.h" +#include "src/core/gpu/cl/ClCompileContext.h" +#include "src/core/gpu/cl/IClKernel.h" + +namespace arm_compute +{ +namespace opencl +{ +namespace kernels +{ +/** OpenCL kernel to perform tensor permutation. + * + * Permutes given a permutation vector + */ +class ClPermuteKernel : public ICLKernel +{ +public: + ClPermuteKernel() = default; + ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(ClPermuteKernel); + /** Set the src and dst of the kernel. + * + * @note Arbitrary permutation vectors are supported with rank not greater than 4 + * + * @param[in] src The src tensor info. Data types supported: All. + * @param[in] dst The dst tensor info. Data types supported: Same as @p src + * @param[in] perm Permutation vector + */ + void configure(const ITensorInfo *src, ITensorInfo *dst, const PermutationVector &perm); + /** Set the src and dst of the kernel. + * + * @note Arbitrary permutation vectors are supported with rank not greater than 4 + * + * @param[in] compile_context The compile context to be used. + * @param[in] src The src tensor info. Data types supported: All. + * @param[in] dst The dst tensor info. Data types supported: Same as @p src + * @param[in] perm Permutation vector + */ + void configure(const CLCompileContext &compile_context, const ITensorInfo *src, ITensorInfo *dst, const PermutationVector &perm); + /** Static function to check if given info will lead to a valid configuration of @ref ClPermuteKernel + * + * @note Arbitrary permutation vectors are supported with rank not greater than 4 + * + * @param[in] src The src tensor info. Data types supported: All. + * @param[in] dst The dst tensor info. Data types supported: same as @p src. + * @param[in] perm Permutation vector + * + * @return a status + */ + static Status validate(const ITensorInfo *src, const ITensorInfo *dst, const PermutationVector &perm); + + // Inherited methods overridden: + void run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) override; + +private: + PermutationVector _perm{}; +}; +} // namespace kernels +} // namespace opencl +} // namespace arm_compute +#endif /*ARM_COMPUTE_CL_PERMUTE_KERNEL_H */ diff --git a/src/core/gpu/cl/kernels/ClReshapeKernel.cpp b/src/core/gpu/cl/kernels/ClReshapeKernel.cpp new file mode 100644 index 0000000000..4da3fa0e03 --- /dev/null +++ b/src/core/gpu/cl/kernels/ClReshapeKernel.cpp @@ -0,0 +1,131 @@ +/* + * Copyright (c) 2017-2021 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 "src/core/gpu/cl/kernels/ClReshapeKernel.h" + +#include "arm_compute/core/CL/CLHelpers.h" +#include "arm_compute/core/CL/CLKernelLibrary.h" +#include "arm_compute/core/CL/ICLTensor.h" +#include "arm_compute/core/CL/OpenCL.h" +#include "arm_compute/core/Helpers.h" +#include "arm_compute/core/IAccessWindow.h" +#include "arm_compute/core/TensorInfo.h" +#include "arm_compute/core/Utils.h" +#include "src/core/AccessWindowStatic.h" +#include "src/core/CL/CLValidate.h" +#include "src/core/helpers/WindowHelpers.h" +#include "support/Cast.h" + +#include <string> + +/** [ClReshapeKernel Kernel] **/ +namespace arm_compute +{ +namespace opencl +{ +namespace kernels +{ +namespace +{ +Status validate_arguments(const ITensorInfo *src, const ITensorInfo *dst) +{ + ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, dst); + ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(src); + ARM_COMPUTE_RETURN_ERROR_ON(src->data_type() == DataType::UNKNOWN); + + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src, dst); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_QUANTIZATION_INFO(src, dst); + ARM_COMPUTE_RETURN_ERROR_ON(src->tensor_shape().total_size() != dst->tensor_shape().total_size()); + + return Status{}; +} +} // namespace + +void ClReshapeKernel::configure(const CLCompileContext &compile_context, const ITensorInfo *src, ITensorInfo *dst) +{ + ARM_COMPUTE_ERROR_ON_NULLPTR(src, dst); + ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(src, dst)); + + auto padding_info = get_padding_info({ src, dst }); + + // Create kernel + std::set<std::string> build_opts = { "-DDATA_TYPE=" + get_cl_unsigned_type_from_element_size(src->element_size()) }; + _kernel = create_kernel(compile_context, "reshape_layer", build_opts); + + // Add static arguments + const cl_int2 src_shape = + { + { + static_cast<cl_int>(src->tensor_shape()[0]), + static_cast<cl_int>(src->tensor_shape()[1]) + } + }; + const cl_int2 dst_shape = + { + { + static_cast<cl_int>(dst->tensor_shape()[0]), + static_cast<cl_int>(dst->tensor_shape()[1]) + } + }; + unsigned int idx = 2 * num_arguments_per_3D_tensor(); // Skip the src and dst parameters + _kernel.setArg<cl_int2>(idx++, src_shape); + _kernel.setArg<cl_int2>(idx++, dst_shape); + + // Configure kernel window + Window win = calculate_max_window(*src); + + // Set the dst valid region + dst->set_valid_region(ValidRegion(Coordinates(), dst->tensor_shape())); + ICLKernel::configure_internal(win); + + ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); +} + +Status ClReshapeKernel::validate(const ITensorInfo *src, const ITensorInfo *dst) +{ + ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(src, dst)); + + return Status{}; +} + +void ClReshapeKernel::run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) +{ + ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); + ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(IKernel::window(), window); + + Window window_collapsed = window.collapse_if_possible(ICLKernel::window(), Window::DimZ); + Window slice = window_collapsed.first_slice_window_3D(); + + const auto src = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC)); + auto dst = utils::cast::polymorphic_downcast<ICLTensor *>(tensors.get_tensor(TensorType::ACL_DST)); + + // Set srcs + unsigned int idx = 0; + add_3D_tensor_argument(idx, src, window_collapsed); + add_3D_tensor_argument(idx, dst, window_collapsed); + enqueue(queue, *this, slice, lws_hint()); +} +} // namespace kernels +} // namespace opencl +} // namespace arm_compute +/** [ClReshapeKernel Kernel] **/ diff --git a/src/core/gpu/cl/kernels/ClReshapeKernel.h b/src/core/gpu/cl/kernels/ClReshapeKernel.h new file mode 100644 index 0000000000..ee835c0fd3 --- /dev/null +++ b/src/core/gpu/cl/kernels/ClReshapeKernel.h @@ -0,0 +1,66 @@ +/* + * Copyright (c) 2017-2021 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. + */ +#ifndef ARM_COMPUTE_CL_RESHAPE_KERNEL_H +#define ARM_COMPUTE_CL_RESHAPE_KERNEL_H + +#include "src/core/common/Macros.h" +#include "src/core/gpu/cl/ClCompileContext.h" +#include "src/core/gpu/cl/IClKernel.h" + +namespace arm_compute +{ +namespace opencl +{ +namespace kernels +{ +/** Interface for the kernel to perform tensor reshaping */ +class ClReshapeKernel : public ICLKernel +{ +public: + ClReshapeKernel() = default; + ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(ClReshapeKernel); + /** Set the src and dst of the kernel + * + * @param[in] compile_context The compile context to be used. + * @param[in] src Source tensor info. Data type supported: All. + * @param[out] dst Destination tensor info. Data type supported: Same as @p src + */ + void configure(const CLCompileContext &compile_context, const ITensorInfo *src, ITensorInfo *dst); + + /** Static function to check if given info will lead to a valid configuration of @ref ClReshapeKernel + * + * @param[in] src Source tensor info. Data type supported: All + * @param[in] dst Destination tensor info. Data type supported: Same as @p src + * + * @return a status + */ + static Status validate(const ITensorInfo *src, const ITensorInfo *dst); + + // Inherited methods overridden: + void run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) override; +}; +} // namespace opencl +} // namespace kernels +} // namespace arm_compute +#endif /*ARM_COMPUTE_CL_RESHAPE_KERNEL_H */ |