/* * Copyright (c) 2020-2023 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/CL/CLUtils.h" #include "arm_compute/core/CL/CLCompileContext.h" #include "arm_compute/core/CL/CLKernelLibrary.h" #include "arm_compute/core/CL/ICLTensor.h" #include "arm_compute/core/utils/ActivationFunctionUtils.h" #include "arm_compute/core/utils/StringUtils.h" #include "arm_compute/core/Validate.h" #include "support/StringSupport.h" namespace arm_compute { cl::Image2D create_image2d_from_tensor(const ICLTensor *tensor, CLImage2DType image_type) { ARM_COMPUTE_ERROR_ON_NULLPTR(tensor); const cl::Context &ctx = CLKernelLibrary::get().context(); const cl::Buffer &buffer = tensor->cl_buffer(); const ITensorInfo *info = tensor->info(); ARM_COMPUTE_ERROR_ON_MSG(info->lock_paddings(), "Tensor paddings must not be locked to allow extending paddings to " "satisfy cl_image pitch alignment requirement"); const size_t image_w{info->dimension(0) / 4}; const size_t image_h{info->tensor_shape().total_size() / info->dimension(0)}; const size_t max_image_w{CLKernelLibrary::get().get_device().getInfo()}; const size_t max_image_h{CLKernelLibrary::get().get_device().getInfo()}; ARM_COMPUTE_UNUSED(max_image_w, max_image_h); ARM_COMPUTE_ERROR_ON_MSG(image_w > max_image_w, "Image width exceeds maximum width for exporting to cl_image"); ARM_COMPUTE_ERROR_ON_MSG(image_h > max_image_h, "Image height exceeds maximum height for exporting to cl_image"); const TensorShape shape2d(image_w, image_h); const size_t image_row_pitch = info->strides_in_bytes()[1]; return create_image2d_from_buffer(ctx, buffer, shape2d, info->data_type(), image_row_pitch, image_type); } cl::Image2D create_image2d_from_buffer(const cl::Context &ctx, const cl::Buffer &buffer, const TensorShape &shape2d, DataType data_type, size_t image_row_pitch, CLImage2DType image_type) { ARM_COMPUTE_ERROR_ON_MSG(!image2d_from_buffer_supported(CLKernelLibrary::get().get_device()), "The extension cl_khr_image2d_from_buffer is not supported on the target platform"); ARM_COMPUTE_ERROR_ON_MSG(get_cl_image_pitch_alignment(CLKernelLibrary::get().get_device()) == 0, "Impossible to retrieve the cl_image pitch alignment"); ARM_COMPUTE_ERROR_ON_MSG(buffer.get() == nullptr, "Cannot create cl_image from empty cl_buffer"); cl_channel_type cl_data_type; switch (data_type) { case DataType::F32: cl_data_type = CL_FLOAT; break; case DataType::F16: cl_data_type = CL_HALF_FLOAT; break; default: ARM_COMPUTE_ERROR("Data type not support with OpenCL image2d"); } cl_mem cl_image; cl_int err = CL_SUCCESS; const cl_image_format format = {CL_RGBA, cl_data_type}; cl_image_desc desc; memset(&desc, 0, sizeof(desc)); desc.image_type = CL_MEM_OBJECT_IMAGE2D; desc.mem_object = buffer(); desc.image_row_pitch = image_row_pitch; desc.image_width = shape2d[0]; desc.image_height = shape2d[1]; switch (image_type) { case CLImage2DType::ReadOnly: cl_image = clCreateImage(ctx(), CL_MEM_READ_ONLY, &format, &desc, nullptr, &err); break; case CLImage2DType::WriteOnly: cl_image = clCreateImage(ctx(), CL_MEM_WRITE_ONLY, &format, &desc, nullptr, &err); break; default: ARM_COMPUTE_ERROR("Unsupported CLImage2DType"); } ARM_COMPUTE_UNUSED(err); ARM_COMPUTE_ERROR_ON_MSG(err != CL_SUCCESS, "Error during the creation of CL image from buffer"); return cl::Image2D(cl_image); } void handle_cl_error(const std::string &function_name, cl_int error_code) { if (error_code != CL_SUCCESS) { std::string error_message = function_name + " - Error code: " + std::to_string(error_code); ARM_COMPUTE_ERROR(error_message.c_str()); } } } // namespace arm_compute