Program optimization space pruning for a multithreaded gpu Code generation and optimization. International Symposium on, ACM (2008), pp. 195-204 CrossrefGoogle Scholar [2] C. Nugteren, V. Codreanu, CLTune: A ge
Very often, these optimization goals impose dif- ferent and contradictory constraints on the transformations to be applied. We propose a new hierarchical compilation approach for the generation of high performance code relying on the use of state-of-the-art compilers. This approach is not ...
First, we detect the kernel's hot spots correlating problematic source code lines (previously detected by the optimization parser module) with their corresponding operations. By doing so, we can precisely depict which parts of the kernel account for most of its execution time. We describe the ...
optimization-argument -Werror=option-ignored -Werror=unused-command-line-argument -fmacro-prefix-map=./= -std=gnu11 -fshort-wchar -funsigned-char -fno-common -fno-PIE -fno-strict-aliasing -mno-sse -mno-mmx -mno-sse2 -mno-3dnow -mno-avx -mno-avx2 -mno-avx512f -fcf-protection=branch...
This is the default optimization level for the kernel, building with the "-O2" compiler flag for best performance and most helpful compile-time warnings. config CC_OPTIMIZE_FOR_SIZE bool "Optimize for size (-Os)" help Choosing this option will pass "-Os" to your compiler resulting ...
FitInfo is a structure array containing optimization information. Use FitInfo to determine whether optimization termination measurements are satisfactory. For improved accuracy, you can increase the maximum number of optimization iterations ('IterationLimit') and decrease the tolerance values ('BetaToleranc...
After training a model, you can generate C/C++ code that predicts responses for new data. Generating C/C++ code requiresMATLAB Coder™. For details, seeIntroduction to Code Generation. Algorithms fitrkernelminimizes the regularized objective function using a Limited-memory Broyden-Fletcher-Goldfarb-...
KernelTuner/kernel_tuner KernelTuner/kernel_tunerPublic NotificationsYou must be signed in to change notification settings Fork54 Star336 master 49Branches31Tags Code README Apache-2.0 license Create optimized GPU applications in any mainstream GPU programming language (CUDA, HIP, OpenCL, OpenACC)....
Predict the test-set labels, construct a confusion matrix for the test set, and estimate the classification error for the test set. UpdatedLabel = predict(UpdatedMdl,XTest); UpdatedConfusionTest = confusionchart(YTest,UpdatedLabel); UpdatedL = loss(UpdatedMdl,XTest,YTest) ...
One aspect that has not been explored in the above evaluation is changes to the tool chain, such as changing the compiler (or its code generation options). Major changes to the build environment (e.g., optimization level) would result in different code output. Consequently, it would not be...