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Lightning Talk Predictable Accelerator Design With Time Sensitive Affine Types

Lightning Accelerator
Lightning Accelerator

Lightning Accelerator We extend afine types with time sensitivity to express that repeated uses of the same hardware is safe as long as they are temporally separated. we describe dahlia, a programming language for pre dictable accelerator design. This paper proposes a type system that restricts hls to programs that can predictably compile to hardware accelerators. the key idea is to model consumable hardware resources with a time sensitive affine type system that prevents simultaneous uses of the same hardware structure.

Predictable Growth Accelerator
Predictable Growth Accelerator

Predictable Growth Accelerator This paper proposes a type system that restricts hls to programs that can predictably compile to hardware accelerators. This paper proposes a type system that restricts hls to programs that can predictably compile to hardware accelerators. the key idea is to model consumable hardware resources with a time sensitive affine type system that prevents conflicting simultaneous uses of the same hardware structure. The key idea is to model consumable hardware re sources with a 25 24 time sensitive afine type system that prevents conflicting simultaneous uses of the same hardware structure. In this talk, we'll try to answer two questions: (1) what hoops does a software engineer have to jump through to design a hardware accelerator?, and (2) how can we make this task easier?.

A Reconfigurable Cnn Based Accelerator Design For Fast And Pdf
A Reconfigurable Cnn Based Accelerator Design For Fast And Pdf

A Reconfigurable Cnn Based Accelerator Design For Fast And Pdf The key idea is to model consumable hardware re sources with a 25 24 time sensitive afine type system that prevents conflicting simultaneous uses of the same hardware structure. In this talk, we'll try to answer two questions: (1) what hoops does a software engineer have to jump through to design a hardware accelerator?, and (2) how can we make this task easier?. Hls really works!* * when you unroll designs * when unrolling and partitioning are aligned * when partitioning and memory sizes are aligned * when ports times partitioning is a factor of unrolling * when memory accesses are easily analyzable * * * * * when reduction patterns are easily analyzable *. Our solution is timeline types, which compactly encode latency and throughput properties of statically scheduled hardware pipelines. This paper proposes a type system that restricts hls to programs that can predictably compile to hardware accelerators. the key idea is to model consumable hardware resources with a time sensitive a ne type system that pre vents simultaneous uses of the same hardware structure. Predictable accelerator design with time sensitive affine types free download as pdf file (.pdf), text file (.txt) or read online for free. this paper proposes a type system that restricts hls to programs that can predictably compile to hardware accelerators.

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