.png){kind=icon}
Return
RXMesh: A GPU Mesh Data Structure
.png){kind=icon}
OA
AI
DOI：10.1145/3450626.3459748.png)
.png){kind=icon}
.png){kind=icon}
Share.png){kind=icon}
Save
Abstract
En 中文
We propose a new static high-performance mesh data structure for triangle surface meshes on the GPU. Our data structure is carefully designed for parallel execution while capturing mesh locality and confining data access, as much as possible, within the GPU's fast shared memory. We achieve this by subdividing the mesh into patches and representing these patches compactly using a matrix-based representation. Our patching technique is decorated with ribbons, thin mesh strips around patches that eliminate the need to communicate between different computation thread blocks, resulting in consistent high throughput. We call our data structure RXMesh: Ribbon-matriX Mesh. We hide the complexity of our data structure behind a flexible but powerful programming model that helps deliver high performance by inducing load balance even in highly irregular input meshes. We show the efficacy of our programming model on common geometry processing applications-mesh smoothing and filtering, geodesic distance, and vertex normal computation. For evaluation, we benchmark our data structure against well-optimized GPU and (single and multi-core) CPU data structures and show significant speedups.
Keywords:
mesh
data structure
GPU
parallel
AI Summary
Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.
Journal
IF:
9.5
Papers:
4.8K
Citations:
3.6W
Organization
Cited Papers
Roosevelt, Mayors and the New Deal Regime: The Origins of Intergovernmental Lobbying and Administration.png)
Polity
PolityIF0
PREAI
ShareSave
ShareSaveShareSaveShareSaveBendamustin-Rituximab Induction Followed by Observation or Rituximab Maintenance for Newly Diagnosed Patients with Waldenström's Macroglobulinemia: Results From a Prospective, Randomized, Multicenter Study (StiL NHL 7–2008 –MAINTAIN-; ClinicalTrials.gov Identifier: NCT00877214).Blood
BloodIF0
PREAI
ShareSave
View more