Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386830976> ?p ?o ?g. }
- W4386830976 abstract "In this paper, we propose TAPA, an end-to-end framework that compiles a C++ task-parallel dataflow program into a high-frequency FPGA accelerator. Compared to existing solutions, TAPA has two major advantages. First, TAPA provides a set of convenient APIs that allow users to easily express flexible and complex inter-task communication structures. Second, TAPA adopts a coarse-grained floorplanning step during HLS compilation for accurate pipelining of potential critical paths. In addition, TAPA implements several optimization techniques specifically tailored for modern HBM-based FPGAs. In our experiments with a total of 43 designs, we improve the average frequency from 147 MHz to 297 MHz (a 102% improvement) with no loss of throughput and a negligible change in resource utilization. Notably, in 16 experiments we make the originally unroutable designs achieve 274 MHz on average. The framework is available at https://github.com/UCLA-VAST/tapa and the core floorplan module is available at https://github.com/UCLA-VAST/AutoBridge ." @default.
- W4386830976 created "2023-09-19" @default.
- W4386830976 creator A5003981003 @default.
- W4386830976 creator A5016776689 @default.
- W4386830976 creator A5030582129 @default.
- W4386830976 creator A5036239104 @default.
- W4386830976 creator A5037210004 @default.
- W4386830976 creator A5047352513 @default.
- W4386830976 creator A5053419294 @default.
- W4386830976 creator A5065889904 @default.
- W4386830976 creator A5068809285 @default.
- W4386830976 creator A5071730917 @default.
- W4386830976 creator A5074835029 @default.
- W4386830976 creator A5075877965 @default.
- W4386830976 date "2023-09-18" @default.
- W4386830976 modified "2023-09-26" @default.
- W4386830976 title "TAPA: A Scalable Task-Parallel Dataflow Programming Framework for Modern FPGAs with Co-Optimization of HLS and Physical Design" @default.
- W4386830976 cites W1980746862 @default.
- W4386830976 cites W1988888548 @default.
- W4386830976 cites W1994564174 @default.
- W4386830976 cites W2014274413 @default.
- W4386830976 cites W2050456603 @default.
- W4386830976 cites W2073137766 @default.
- W4386830976 cites W2074601596 @default.
- W4386830976 cites W2078174680 @default.
- W4386830976 cites W2087656024 @default.
- W4386830976 cites W2091158003 @default.
- W4386830976 cites W2097749327 @default.
- W4386830976 cites W2097803659 @default.
- W4386830976 cites W2099552965 @default.
- W4386830976 cites W2120785033 @default.
- W4386830976 cites W2129458345 @default.
- W4386830976 cites W2135606070 @default.
- W4386830976 cites W2136822367 @default.
- W4386830976 cites W2158566102 @default.
- W4386830976 cites W2159696955 @default.
- W4386830976 cites W2160566592 @default.
- W4386830976 cites W2176300081 @default.
- W4386830976 cites W2295288655 @default.
- W4386830976 cites W2336648157 @default.
- W4386830976 cites W2789843538 @default.
- W4386830976 cites W2790678706 @default.
- W4386830976 cites W2899644485 @default.
- W4386830976 cites W2899691047 @default.
- W4386830976 cites W2951591319 @default.
- W4386830976 cites W2980270412 @default.
- W4386830976 cites W3008233227 @default.
- W4386830976 cites W3008730548 @default.
- W4386830976 cites W3011348040 @default.
- W4386830976 cites W3016769527 @default.
- W4386830976 cites W3042501387 @default.
- W4386830976 cites W3092315650 @default.
- W4386830976 cites W3130920634 @default.
- W4386830976 cites W3133347161 @default.
- W4386830976 cites W3136950882 @default.
- W4386830976 cites W4211022608 @default.
- W4386830976 cites W4211113317 @default.
- W4386830976 cites W4214669391 @default.
- W4386830976 cites W4252649411 @default.
- W4386830976 doi "https://doi.org/10.1145/3609335" @default.
- W4386830976 hasPublicationYear "2023" @default.
- W4386830976 type Work @default.
- W4386830976 citedByCount "0" @default.
- W4386830976 crossrefType "journal-article" @default.
- W4386830976 hasAuthorship W4386830976A5003981003 @default.
- W4386830976 hasAuthorship W4386830976A5016776689 @default.
- W4386830976 hasAuthorship W4386830976A5030582129 @default.
- W4386830976 hasAuthorship W4386830976A5036239104 @default.
- W4386830976 hasAuthorship W4386830976A5037210004 @default.
- W4386830976 hasAuthorship W4386830976A5047352513 @default.
- W4386830976 hasAuthorship W4386830976A5053419294 @default.
- W4386830976 hasAuthorship W4386830976A5065889904 @default.
- W4386830976 hasAuthorship W4386830976A5068809285 @default.
- W4386830976 hasAuthorship W4386830976A5071730917 @default.
- W4386830976 hasAuthorship W4386830976A5074835029 @default.
- W4386830976 hasAuthorship W4386830976A5075877965 @default.
- W4386830976 hasBestOaLocation W43868309761 @default.
- W4386830976 hasConcept C111919701 @default.
- W4386830976 hasConcept C118524514 @default.
- W4386830976 hasConcept C130145326 @default.
- W4386830976 hasConcept C149635348 @default.
- W4386830976 hasConcept C162324750 @default.
- W4386830976 hasConcept C173608175 @default.
- W4386830976 hasConcept C187736073 @default.
- W4386830976 hasConcept C2780451532 @default.
- W4386830976 hasConcept C41008148 @default.
- W4386830976 hasConcept C42935608 @default.
- W4386830976 hasConcept C48044578 @default.
- W4386830976 hasConcept C58013763 @default.
- W4386830976 hasConcept C96324660 @default.
- W4386830976 hasConceptScore W4386830976C111919701 @default.
- W4386830976 hasConceptScore W4386830976C118524514 @default.
- W4386830976 hasConceptScore W4386830976C130145326 @default.
- W4386830976 hasConceptScore W4386830976C149635348 @default.
- W4386830976 hasConceptScore W4386830976C162324750 @default.
- W4386830976 hasConceptScore W4386830976C173608175 @default.
- W4386830976 hasConceptScore W4386830976C187736073 @default.
- W4386830976 hasConceptScore W4386830976C2780451532 @default.
- W4386830976 hasConceptScore W4386830976C41008148 @default.
- W4386830976 hasConceptScore W4386830976C42935608 @default.