Architecture and Application-Aware Management of Complexity of Mapping Multiplication to FPGA DSP Blocks in High Level Synthesis
Multiplication is a common operation in many applications and there exist various types of multiplication operations. Current high level synthesis (HLS) flows generally treat all multiplication operations equally and indistinguishable from each other leading to inefficient mapping to resources. Thi...
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| Format: | Article |
| Language: | English |
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Wiley
2014-01-01
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| Series: | International Journal of Reconfigurable Computing |
| Online Access: | http://dx.doi.org/10.1155/2014/564924 |
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| author | Sharad Sinha Thambipillai Srikanthan |
| author_facet | Sharad Sinha Thambipillai Srikanthan |
| author_sort | Sharad Sinha |
| collection | DOAJ |
| description | Multiplication is a common operation in many applications and there exist various types of multiplication operations. Current high level synthesis (HLS) flows generally treat all multiplication operations equally and indistinguishable from each other leading to inefficient mapping to resources. This paper proposes algorithms for automatically identifying the different types of multiplication operations and investigates the ensemble of these different types of multiplication operations. This distinguishes it from previous works where mapping strategies for an individual type of multiplication operation have been investigated and the type of multiplication operation is assumed to be known a priori. A new cost model, independent of device and synthesis tools, for establishing priority among different types of multiplication operations for mapping to on-chip DSP blocks is also proposed. This cost model is used by a proposed analysis and priority ordering based mapping strategy targeted at making efficient use of hard DSP blocks on FPGAs while maximizing the operating frequency of designs. Results show that the proposed methodology could result in designs which were at least 2× faster in performance than those generated by commercial HLS tool: Vivado-HLS. |
| format | Article |
| id | doaj-art-3e071430cf8a4375b7bfbd9a3bd86b1c |
| institution | Kabale University |
| issn | 1687-7195 1687-7209 |
| language | English |
| publishDate | 2014-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Reconfigurable Computing |
| spelling | doaj-art-3e071430cf8a4375b7bfbd9a3bd86b1c2025-08-20T03:55:41ZengWileyInternational Journal of Reconfigurable Computing1687-71951687-72092014-01-01201410.1155/2014/564924564924Architecture and Application-Aware Management of Complexity of Mapping Multiplication to FPGA DSP Blocks in High Level SynthesisSharad Sinha0Thambipillai Srikanthan1School of Computer Engineering, Nanyang Technological University, 639798, SingaporeSchool of Computer Engineering, Nanyang Technological University, 639798, SingaporeMultiplication is a common operation in many applications and there exist various types of multiplication operations. Current high level synthesis (HLS) flows generally treat all multiplication operations equally and indistinguishable from each other leading to inefficient mapping to resources. This paper proposes algorithms for automatically identifying the different types of multiplication operations and investigates the ensemble of these different types of multiplication operations. This distinguishes it from previous works where mapping strategies for an individual type of multiplication operation have been investigated and the type of multiplication operation is assumed to be known a priori. A new cost model, independent of device and synthesis tools, for establishing priority among different types of multiplication operations for mapping to on-chip DSP blocks is also proposed. This cost model is used by a proposed analysis and priority ordering based mapping strategy targeted at making efficient use of hard DSP blocks on FPGAs while maximizing the operating frequency of designs. Results show that the proposed methodology could result in designs which were at least 2× faster in performance than those generated by commercial HLS tool: Vivado-HLS.http://dx.doi.org/10.1155/2014/564924 |
| spellingShingle | Sharad Sinha Thambipillai Srikanthan Architecture and Application-Aware Management of Complexity of Mapping Multiplication to FPGA DSP Blocks in High Level Synthesis International Journal of Reconfigurable Computing |
| title | Architecture and Application-Aware Management of Complexity of Mapping Multiplication to FPGA DSP Blocks in High Level Synthesis |
| title_full | Architecture and Application-Aware Management of Complexity of Mapping Multiplication to FPGA DSP Blocks in High Level Synthesis |
| title_fullStr | Architecture and Application-Aware Management of Complexity of Mapping Multiplication to FPGA DSP Blocks in High Level Synthesis |
| title_full_unstemmed | Architecture and Application-Aware Management of Complexity of Mapping Multiplication to FPGA DSP Blocks in High Level Synthesis |
| title_short | Architecture and Application-Aware Management of Complexity of Mapping Multiplication to FPGA DSP Blocks in High Level Synthesis |
| title_sort | architecture and application aware management of complexity of mapping multiplication to fpga dsp blocks in high level synthesis |
| url | http://dx.doi.org/10.1155/2014/564924 |
| work_keys_str_mv | AT sharadsinha architectureandapplicationawaremanagementofcomplexityofmappingmultiplicationtofpgadspblocksinhighlevelsynthesis AT thambipillaisrikanthan architectureandapplicationawaremanagementofcomplexityofmappingmultiplicationtofpgadspblocksinhighlevelsynthesis |