An embodiment of the present invention is a technique to perform floating-point operations for vector processing. An input queue captures a plurality of vector inputs. A scheduler dispatches the vector inputs. A plurality of floating-point (FP) pipelines generates FP results from operating on ...
PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models(PipeTransformer: 用于大规模模型分布式训练的自动化弹性管线) Pipeptransformer 利用自动化弹性管线,对 Transformer 模型进行高效的分布式训练。在 PipeTransformer 中,我们设计了一个自适应的动态冻结算法,可以在训练过程中逐步识...
and underlying design principles, using chips from Nvidia ’s”Geforce ”series as examples. 1 Introduction Before we dive into the architectural details of some example GPUs, we’llhave a look at some basic concepts of graphics processing and 3D graphics, which will make it easier for us to...
For the analysis, we used dotblotr (https://github.com/czbiohub/dotblotr), a customized microarray image processing software built specifically for ReScan. After staining microarrays with COVID-19 patient (n = 20) and a subset of pre-pandemic control (n = 37) sera, dotblotr successfully...
Each vector-valued pixel is formed according to the model in Eqn. 1, with values determined by the re?ectance and illumination at the 3D world-point indexed by 2D camera pixel position. The image formed is then further modeled as follows: g = B Hf (2) where B is a color ?lter ...
The state observers have been employed to reconstruct the state vector and estimate the missing variables in the flow process [165]. A general review of recent observers in applied chemical process system was undertaken by Ali et al. [165] who presented six different kinds of state estimators,...
It is a nondestructive testing technique which uses magnetic sensitive sensors to detect the magnetic leakage field of defects on both the internal and external surfaces of pipelines. This paper introduces the main principles, measurement and processing of MFL data. As the key point of a ...
vaapi: vaapipostproc: VA-API video postprocessing vaapi: vaapisink: VA-API sink vaapi: vaapih264enc: VA-API H.264 encoder vaapi: vaapimpeg2enc: VA-API MPEG-2 encoder vaapi: vaapijpegenc: VA-API JPEG encoder vaapi: vaapivp8enc: VA-API VP8 encoder vaapi: vaapih265enc: VA-API H.265 ...
If the center of the pixel lies exactly on the boundary of the vector, then one of the equal values of the adjacent polygons is taken. In any case, there are very few edge pixels compared to the entire polygon size, and any mistakes on boundaries can be ignored. After rasterizing, we...
An embodiment of the present invention is a technique to perform floating-point operations for vector processing. An input queue captures a plurality of vector inputs. A scheduler dispatches the vector inputs. A plurality of floating-point (FP) pipelines generates FP results from operating on ...