Dec 14, 2024 · This section characterises the inference costs of BERT-Base and BERT-Large [3], two models which are representative of transformer encoders, on ...
Dec 14, 2024 · Following the recent advances in open hardware generally, and RISC-V architectures particularly, we analyse the performance of transformer ...
Performance analysis (and optimization) of BERT on RISC-V processors with SIMD units. Fourth International workshop on RISC-V for HPC. Francisco D. Igual.
Performance Analysis of BERT on RISC-V Processors with SIMD Units. Presenter: Francisco Igual. Following the recent advances in open hardware in general, and ...
Aug 26, 2024 · We delve into the performance of transformer encoder inference on low-power multi-core processors from two perspectives.
Scaling an Augmented RISCV Processor Design with HighLevel Synthesis. 312. Performance Analysis of BERT on RISCV Processors with SIMD Units. 325. Loosely to ...
Sep 19, 2024 · The main goal of this work is to assess the inference performance of the BERT and GPT-2 lan- guage models on the SOPHON SG2042 64-core RISC-V ...
Aug 26, 2024 · We validate the performance improvements on two state-of-the-art ARM and RISC-V multi-core processors, both with SIMD (single-instruction, ...
Dec 16, 2024 · With SIMD AF, the proposed systolic accelerator can run parallel pipelines of workloads instead of conventional AF-bottlenecked AI hardware ...
Test-Driving RISC-V Vector Hardware for HPC - ResearchGate
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Dec 9, 2024 · Besides, the RISC-V architecture is known for its potential to deliver strong performance within tight power constraints, which sets it apart ...