The polyhedral benchmark suite

Webb24 jan. 2024 · In summary, our contributions include the following: (1) An extension of the polyhedral model to represent SPMD programs, (2) Formalization of the May Happen in Parallel (MHP) relation in the extended model, (3) An approach for static detection of data races in SPMD programs, and (4) Demonstration of our approach on 34 OpenMP … WebbThe results obtained from the evaluation of the proposed methodology with the polyhedral benchmarks show that, as expected, the extended version of Apollo outperforms by far the original one for applications simulating a dataflow-based behavior, providing particularly good results for small problem sizes.

PolyJIT: Polyhedral Optimization Just in Time SpringerLink

Webb28 maj 2015 · Abstract: The polyhedral model provides a powerful mathematical abstraction to enable effective optimization of loop nests with respect to a given … Webb1 jan. 2014 · The PolyBench polyhedral benchmark suite was designed to test the performance of a number of kernels from various application domains, and was recently extended with GPU implementations of most of the tests . This provides an ideal basis for evaluating the performance of autoparallelization tools. 3 ... danish language courses online https://foreverblanketsandbears.com

[2104.13732] A Reinforcement Learning Environment for …

WebbPreliminary note. polyhedral.info provides information about the polyhedral compilation community including both the latest developments as well as an overview of existing … WebbPolyBench is a collection of benchmarks containing static control parts. The purpose is to uniformize the execution and monitoring of kernels, typically used in past and current … WebbAbstract A novel approach to generation of tiled code for arbitrarily nested loops is presented. It is derived via a combination of the polyhedral and iteration space slicing frameworks. Instead of program transformations represented by a set of affine functions, one for each statement, it uses the transitive closure of a loop nest dependence graph to … birthday candle light dinner

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The polyhedral benchmark suite

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http://cavazos-lab.github.io/PolyBench-ACC/ Webb17 maj 2024 · PolyBench-C is a C-language polyhedral benchmark suite made at the Ohio State University. To run this test with the Phoronix Test Suite, the basic command is: …

The polyhedral benchmark suite

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WebbA list of benchmark suites used in the research related to compilers, program performance, scientific computations etc. ... PolyBench — The Polyhedral Benchmark Suite; SPLASH — Stanford Parallel Applications for Shared-Memory; … WebbOn a newly-developed comprehensive benchmark suite for Presburger arithmetic, we show a 5.4x speedup in total runtime over the state-of-the-art library isl in its default …

Webb4 okt. 2013 · We validate this proposal on the polyhedral benchmark suite, showing that the predictions are accurate and that the runtime selection is effective on two different architectures. Published in: 2013 42nd International Conference on Parallel Processing Article #: Date of Conference: 1-4 Oct. 2013 Date Added to IEEE Xplore: 19 December 2013 WebbWhile these results are promising, the evaluation conducted in this paper is severely limited. It relies exclusively on the PolyBenchC benchmark suite . This suite, meant to measure the effect of polyhedral loop optimizations, consists of a number of small scientific computing kernels like matrix multiplication.

http://polyhedral.info/software.html Webb@article{WłodzimierzBielecki2016, abstract = {A novel approach to generation of tiled code for arbitrarily nested loops is presented. It is derived via a combination of the polyhedral and iteration space slicing frameworks. Instead of program transformations represented by a set of affine functions, one for each statement, it uses the transitive closure of a loop …

WebbPolyBench DSL: Polyhedral benchmark suite for software-defined heterogeneous comput-ing ... Impact: PolyBench DSL is a re-implementation of PolyBench C benchmark suite in Hete-roCL DSL. We have developed PolyBench DSL in collaboration with Intel ISRA as the testbed for the PolyCL. In each of the benchmarks, ...

Webb31 aug. 2024 · Polybench Benchmark codes found in the Polybench benchmark suite. These benchmarks are specifically crafted to benefit from a polyhedral optimization. In the context of PolyJIT, they are especially useful for tests of changes to tuning parameters of the polyhedral optimizer Polly. SPEC Benchmark codes found in the SPEC CPU2006 … danish language learning appsbirthday candles burn brightWebbMKE is a promising approach for improving GPU hardware utilization. Although modern GPUs allow MKE, the effects of different MKE scenarios have not adequately studied by the researchers. Since cache memories have significant effects on the overall GPU performance, the effects of MKE on cache performance should be investigated properly. danish language courses us universityWebbFor benchmarking purposes, we implemented forward and backward kernels for four varieties of layers namely convolutional, pooling, ... a well known polyhedral benchmarking suite. danish language educationWebb4 juni 2024 · We evaluate the effectiveness of our technique using the Polybench benchmark suite on two GPGPUs, an AMD Radeon VII and an NVIDIA Tesla V100, using … birthday candles clip art imagesWebbPolyBench is a collection of benchmarks containing static control parts. The purpose is to uniformize the execution and monitoring of kernels, typically used in past and current … birthday candles clip artWebb12 feb. 2024 · For a set of typical application benchmarks our results have shown that EASY can achieve 0.13x of area and 1.64x of performance ... The polyhedral benchmark suite. Jan 2012; L.-N Pouchet; birthday candles cartoon images