Therefore, we present a powerful 6D-Vision pipeline that fully exploits the capabilities of a FPGA-based System on Chip. We reduce the complexity of the design using OpenCL and introduce different optimizations
LoopTree的生成过程会对所有循环节点的排列顺序进行探索,使用OpenCL提供的设计属性,还会使用Loop Tiling进行优化,每个存储访问分支也可以选择从DDR或者pipe。所以框架的设计空间很大,剪枝操作可以使得现在的计算能力能够承受。Node Reduction:通过减少LoopTree中的节点数量,减少循环层次。这可以通过多个节点合并实现 Loop Pre-...
OpenCLIn our previous paper, we presented OpenCL-Darknet [ 19 ], which transformed the CUDA-based Darknet into an open standard OpenCL backend. The original OpenCL-Darknet successfully showed its ability for the general graphics processing unit (GPU) hardware. However, it could not achieve ...
Shin-Dug KimSpringer-Verlag New York, Inc.Journal of Real-Time Image ProcessingNasser Alqudami and Shin-Dug Kim, 2015. "OpenCL- based optimization methods for utilizing forward DCT and quantization of image compression on a heterogeneous platform", Springer, Journal of Real- Time Image ...
The simulation time of OpenTRAK is 1/13 of that of ALGEBRA. Conclusion An OpenCL-based MC code for brachytherapy dose calculation was implemented and preliminarily tested. The code itself needs further fine-tuning/corrections in order to maximize its GPU acceleration. Further benchmarks are ...
We present an OpenCL-based Lattice QCD application using a heatbath algorithm for the pure gauge case and Wilson fermions in the twisted mass formulation. The implementation is platform independent and can be used on AMD or NVIDIA GPUs, as well as on classical CPUs. On the AMD Radeon HD 58...
Is anyone aware of OpenCL based CNN implementation on Altera FPGAs? I have looked into Intel Deep Learning Inference accelerator (https://software.intel.com/en-us/inference-engine-devguide). It converts models generated by tensorflow and caffe into Intermediate representation. Anyone...
auto ocl_dev=sycl::get_native<cl::sycl::backend::opencl,sycl::device>(dev); auto ocl_ctx=sycl::get_native<cl::sycl::backend::opencl,sycl::context>(ctx); cl_int err = CL_SUCCESS; //cl_command_queue ocl_queue = clCreateCommandQueue(ocl_ctx, ocl_dev,0,&err);...
An OpenCL based GPU accelerated SPH fluid simulation library Can I see it in action? Demo #1 Demo #2 Why? Libclsph was created to explore the possibilty of using the power of OpenCL to speed up the simulation of SPH fluid mechanics. ...
In this paper, we present an OpenCL-based heterogeneous implementation of a computer vision algorithm -- image inpainting-based object removal algorithm -- on mobile devices. To take advantage of the computation power of the mobile processor, the algorithm workflow is partitioned between the CPU ...