Graphics processors are significantly faster than traditional processors, particularly for numerical code, and in recent years have become flexible enough to permit general-purpose use, rather than just graphics use. NVIDIA\u27s CUDA makes general-purpose graphics processor computing feasible, but it still requires significant programmer effort. My thesis is that array programming can be an effective way to program graphics processors, and that a restricted, functionally pure array language coupled with simple optimizations can have performance competitive with handwritten GPU programs. I support this thesis through the research language Barracuda, an array language embedded within Haskell that generates optimized CUDA code
Mathematicians and computational scientists are often limited in their ability to model complex phen...
Graphics Processing Units (GPUs) have become a competitive accelerator for non-graphics application...
Over recent years, using Graphics Processing Units (GPUs) has become as an effective method for incr...
GPUs have been gaining popularity as general purpose parallel processors that deliver a performance ...
It is well acknowledged that the dominant mechanism for scaling processor performance has become to ...
Original article can be found at : http://portal.acm.org/ Copyright ACM [Full text of this article i...
AbstractGraphics processor units (GPUs) have evolved to handle throughput oriented workloads where a...
Over the past few years, we have seen an exponential performance boost of the graphics processing un...
Graphics processing units (GPUs) are powerful devices capable of rapid parallel computation. GPU pro...
Graphic processors are becoming faster and faster. Computational power within graphic processing uni...
Computers almost always contain one or more central processing units (CPU), each of which processes ...
Graphics Processing Units (GPU) have been widely adopted to accelerate the execution of HPC workload...
thesisThe advent of the era of cheap and pervasive many-core and multicore parallel sys-tems has hig...
Purely functional, embedded array programs are a good match for SIMD hardware, such as GPUs. However...
Graphics Processing Units (GPUs) are evolving into powerful general purpose computing platforms. At ...
Mathematicians and computational scientists are often limited in their ability to model complex phen...
Graphics Processing Units (GPUs) have become a competitive accelerator for non-graphics application...
Over recent years, using Graphics Processing Units (GPUs) has become as an effective method for incr...
GPUs have been gaining popularity as general purpose parallel processors that deliver a performance ...
It is well acknowledged that the dominant mechanism for scaling processor performance has become to ...
Original article can be found at : http://portal.acm.org/ Copyright ACM [Full text of this article i...
AbstractGraphics processor units (GPUs) have evolved to handle throughput oriented workloads where a...
Over the past few years, we have seen an exponential performance boost of the graphics processing un...
Graphics processing units (GPUs) are powerful devices capable of rapid parallel computation. GPU pro...
Graphic processors are becoming faster and faster. Computational power within graphic processing uni...
Computers almost always contain one or more central processing units (CPU), each of which processes ...
Graphics Processing Units (GPU) have been widely adopted to accelerate the execution of HPC workload...
thesisThe advent of the era of cheap and pervasive many-core and multicore parallel sys-tems has hig...
Purely functional, embedded array programs are a good match for SIMD hardware, such as GPUs. However...
Graphics Processing Units (GPUs) are evolving into powerful general purpose computing platforms. At ...
Mathematicians and computational scientists are often limited in their ability to model complex phen...
Graphics Processing Units (GPUs) have become a competitive accelerator for non-graphics application...
Over recent years, using Graphics Processing Units (GPUs) has become as an effective method for incr...