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GPU kernel classification using supervised learning and hardware performance counters.

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backup
backup
 
 
2019072-45740-NN-TestResults.txt
2019072-45740-NN-TestResults.txt
 
 
2019072-45740-NN-classification_report.txt
2019072-45740-NN-classification_report.txt
 
 
2019072-45740-TrainValAcc-5825-nadam.pdf
2019072-45740-TrainValAcc-5825-nadam.pdf
 
 
2019072-45740-TrainValLoss-5825-nadam.pdf
2019072-45740-TrainValLoss-5825-nadam.pdf
 
 
2019072-45740-gpumodel.nadam
2019072-45740-gpumodel.nadam
 
 
2019072-45740-gpumodel.nadam-NN-confusion_matrix.pdf
2019072-45740-gpumodel.nadam-NN-confusion_matrix.pdf
 
 
2019072-45922-DT-TestResults.txt
2019072-45922-DT-TestResults.txt
 
 
2019072-45922-RF-classification_report.txt
2019072-45922-RF-classification_report.txt
 
 
2019072-45922-gpumodel.dectree
2019072-45922-gpumodel.dectree
 
 
2019072-45922-gpumodel.dectree-RF-confusion_matrix.pdf
2019072-45922-gpumodel.dectree-RF-confusion_matrix.pdf
 
 
2019072-45922-tree.dot
2019072-45922-tree.dot
 
 
2019072-45922-tree.png
2019072-45922-tree.png
 
 
2019072-45967-DT-TestResults.txt
2019072-45967-DT-TestResults.txt
 
 
2019072-45967-NB-classification_report.txt
2019072-45967-NB-classification_report.txt
 
 
2019072-45967-gpumodel.naibayes
2019072-45967-gpumodel.naibayes
 
 
2019072-45967-gpumodel.naibayes-NB-confusion_matrix.pdf
2019072-45967-gpumodel.naibayes-NB-confusion_matrix.pdf
 
 
PivotLogs.py
PivotLogs.py
 
 
README.md
README.md
 
 
TestConfig100M.txt
TestConfig100M.txt
 
 
TestConfig10M.txt
TestConfig10M.txt
 
 
TestConfig1M.txt
TestConfig1M.txt
 
 
TestConfigFMM.txt
TestConfigFMM.txt
 
 
TestConfigFMM60.txt
TestConfigFMM60.txt
 
 
TestConfigILP4-1M10M100M.txt
TestConfigILP4-1M10M100M.txt
 
 
TestConfigMM.txt
TestConfigMM.txt
 
 
TestConfigMM60.txt
TestConfigMM60.txt
 
 
TestConfigSpMV.txt
TestConfigSpMV.txt
 
 
TestConfigStencil5-120.txt
TestConfigStencil5-120.txt
 
 
TestConfigStencil5.txt
TestConfigStencil5.txt
 
 
TestConfigStencil5SM.txt
TestConfigStencil5SM.txt
 
 
TestConfigStencil9.txt
TestConfigStencil9.txt
 
 
TestConfigStencil9SM.txt
TestConfigStencil9SM.txt
 
 
X0DataCollect.py
X0DataCollect.py
 
 
X1Preprocess.py
X1Preprocess.py
 
 
X2Train.py
X2Train.py
 
 
gpuk_siamese.py
gpuk_siamese.py
 
 
mnist_siamese.py
mnist_siamese.py
 
 
perf_train.py
perf_train.py
 
 
plot_confusion_matrix.py
plot_confusion_matrix.py
 
 

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GPUSUP

GPU kernel classification using supervised learning and hardware performance counters.

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GPU kernel classification using supervised learning and hardware performance counters.

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