├── .circleci └── config.yml ├── .gitignore ├── .gitlab-ci.yml ├── CHANGELOG.md ├── CMakeLists.txt ├── LICENSE ├── README.md ├── conda ├── README.md ├── bld.bat ├── build.sh ├── conda-build.sh └── meta.yaml ├── docker └── Dockerfile ├── install.sh ├── python ├── MANIFEST.in ├── requirements.txt ├── setup.py └── uptune │ ├── __init__.py │ ├── add │ ├── __init__.py │ ├── constraint.py │ └── features.py │ ├── api.py │ ├── cluster │ ├── config.yaml │ └── private.yaml │ ├── config.py │ ├── database │ ├── __init__.py │ └── globalmodels.py │ ├── on.py │ ├── opentuner │ ├── __init__.py │ ├── api.py │ ├── driverbase.py │ ├── measurement │ │ ├── __init__.py │ │ ├── driver.py │ │ ├── inputmanager.py │ │ └── interface.py │ ├── resultsdb │ │ ├── __init__.py │ │ ├── connect.py │ │ └── models.py │ ├── search │ │ ├── __init__.py │ │ ├── bandittechniques.py │ │ ├── composableevolutionarytechniques.py │ │ ├── differentialevolution.py │ │ ├── driver.py │ │ ├── evolutionarytechniques.py │ │ ├── globalGA.py │ │ ├── manipulator.py │ │ ├── metatechniques.py │ │ ├── objective.py │ │ ├── patternsearch.py │ │ ├── plugin.py │ │ ├── pso.py │ │ ├── simplextechniques.py │ │ ├── simulatedannealing.py │ │ └── technique.py │ ├── tuningrunmain.py │ └── utils │ │ ├── __init__.py │ │ ├── adddeps.py │ │ ├── compactdb.py │ │ ├── dictconfig.py │ │ ├── stats.py │ │ └── stats_matplotlib.py │ ├── plugins │ ├── __init__.py │ ├── causaldiscovery.py │ ├── models.py │ ├── notears.py │ ├── utils.py │ └── xgbregressor.py │ ├── quickest │ ├── __init__.py │ ├── analyze.py │ ├── data │ │ ├── data.csv │ │ ├── data1.csv │ │ ├── data2.csv │ │ ├── data2_test.pkl │ │ ├── data2_train.pkl │ │ ├── data3.csv │ │ ├── data_test.pkl │ │ ├── data_train.pkl │ │ └── samples │ │ │ ├── data.csv │ │ │ ├── data1.csv │ │ │ ├── data2.csv │ │ │ ├── data2_test.pkl │ │ │ ├── data2_train.pkl │ │ │ ├── data3.csv │ │ │ ├── data_test.pkl │ │ │ └── data_train.pkl │ ├── extract │ │ └── LegUp │ │ │ ├── LegUpMake.py │ │ │ ├── folderlist.csv │ │ │ └── funcs.py │ ├── params.py │ ├── preprocess.py │ ├── saves │ │ ├── analysis │ │ │ ├── scores_R2.csv │ │ │ ├── scores_RAE.csv │ │ │ └── scores_RRSE.csv │ │ ├── samples │ │ │ ├── analysis │ │ │ │ ├── feature_importance_lasso.csv │ │ │ │ ├── feature_importance_xgb.csv │ │ │ │ ├── scores2_RAE_sort_register.csv │ │ │ │ ├── scores2_RAE_unsort.csv │ │ │ │ ├── scores_R2.csv │ │ │ │ ├── scores_RAE.csv │ │ │ │ ├── scores_RAE_unsort.csv │ │ │ │ └── scores_RRSE.csv │ │ │ ├── test │ │ │ │ ├── Results.pkl │ │ │ │ └── Results2.pkl │ │ │ └── train │ │ │ │ ├── models.pkl │ │ │ │ ├── models2.pkl │ │ │ │ ├── params.pkl │ │ │ │ └── params2.pkl │ │ ├── test │ │ │ └── results.pkl │ │ └── train │ │ │ ├── models_save.pkl │ │ │ └── params_save.pkl │ ├── test.py │ └── train.py │ ├── report.py │ ├── src │ ├── __init__.py │ ├── async_task_scheduler.py │ ├── codegen.py │ ├── multi_stage.py │ ├── single_stage.py │ └── template.py │ ├── template │ ├── __init__.py │ ├── access.py │ ├── pipeline.py │ ├── pubsub.py │ ├── tuneapi.py │ └── types.py │ └── tuners │ ├── __init__.py │ └── tuner.py ├── requirements.r ├── samples ├── .gitignore ├── abc-options │ ├── README.md │ ├── abc.py │ ├── abc_if_res.log │ └── i10.aig ├── causal-graph │ ├── archive.csv │ ├── install.sh │ ├── poly.py │ └── process.py ├── decomposed │ └── decompsed.py ├── gcc-options │ ├── .gitignore │ ├── adddeps.py │ ├── apps │ │ ├── digit-recognition │ │ │ ├── 196data │ │ │ │ ├── 196.dat │ │ │ │ ├── expected.dat │ │ │ │ ├── test_set.dat │ │ │ │ ├── training_set_0.dat │ │ │ │ ├── training_set_1.dat │ │ │ │ ├── training_set_2.dat │ │ │ │ ├── training_set_3.dat │ │ │ │ ├── training_set_4.dat │ │ │ │ ├── training_set_5.dat │ │ │ │ ├── training_set_6.dat │ │ │ │ ├── training_set_7.dat │ │ │ │ ├── training_set_8.dat │ │ │ │ └── training_set_9.dat │ │ │ ├── main.cpp │ │ │ ├── testing_data.h │ │ │ └── training_data.h │ │ ├── face-detection │ │ │ ├── haar_dataEWC_with_partitioning.h │ │ │ ├── haar_dataRcc_with_partitioning.h │ │ │ ├── image0_320_240.h │ │ │ ├── main.cpp │ │ │ └── typedefs.h │ │ ├── matrixmultiply.cpp │ │ ├── raytracer.cpp │ │ └── tsp_ga.cpp │ ├── figure.py │ ├── matmul-record.csv │ ├── params.def │ ├── process.py │ ├── raytracer-record.csv │ ├── test.py │ └── tune_gcc.py ├── halide │ ├── .gitignore │ ├── adddeps.py │ ├── apps │ │ ├── bilateral_grid.cpp │ │ ├── bilateral_grid.settings │ │ ├── halide_blur.cpp │ │ ├── halide_blur.settings │ │ ├── interpolate-simple.cpp │ │ ├── interpolate-simple.settings │ │ ├── interpolate-simplest.cpp │ │ ├── interpolate-simplest.settings │ │ ├── interpolate.cpp │ │ ├── interpolate.settings │ │ ├── wavelet.cpp │ │ └── wavelet.settings │ ├── halidetuner.py │ └── timing_prefix.h ├── hash │ ├── README.md │ ├── single_stage.py │ └── single_stage_template.py ├── hpl │ ├── HPL.dat.mako │ ├── adddeps.py │ └── hpl.py ├── intel-aocl │ ├── .gitignore │ ├── build.sh │ ├── gemm.cl │ ├── gzip.cl │ ├── jpeg_decoder.cl │ ├── options.py │ ├── qsub-run.sh │ ├── run.sh │ ├── scripts │ │ └── option_analysis.py │ ├── source.sh │ └── tune_aocl.py ├── mario │ ├── README.md │ ├── adddeps.py │ ├── fceux-hook.lua │ └── mario.py ├── nvcc-options │ ├── apps │ │ ├── JPEG │ │ │ ├── Makefile │ │ │ ├── NsightEclipse.xml │ │ │ ├── images │ │ │ │ ├── img1.jpg │ │ │ │ ├── img2.jpg │ │ │ │ ├── img3.jpg │ │ │ │ ├── img4.jpg │ │ │ │ ├── img5.jpg │ │ │ │ ├── img6.jpg │ │ │ │ ├── img7.jpg │ │ │ │ └── img8.jpg │ │ │ ├── nvJPEG │ │ │ ├── nvJPEG.cpp │ │ │ ├── nvJPEG.o │ │ │ └── nvJPEG_helper.hxx │ │ ├── matMul │ │ │ ├── matMul.cu │ │ │ ├── matMul_1024.out │ │ │ └── matMul_512.out │ │ ├── quickSort.cu │ │ └── subSeqMax.cu │ ├── include │ │ ├── FreeImage │ │ │ ├── freeimage-license.txt │ │ │ └── include │ │ │ │ └── FreeImage.h │ │ ├── UtilNPP │ │ │ ├── Exceptions.h │ │ │ ├── Image.h │ │ │ ├── ImageAllocatorsCPU.h │ │ │ ├── ImageAllocatorsNPP.h │ │ │ ├── ImageIO.h │ │ │ ├── ImagePacked.h │ │ │ ├── ImagesCPU.h │ │ │ ├── ImagesNPP.h │ │ │ ├── Pixel.h │ │ │ ├── Signal.h │ │ │ ├── SignalAllocatorsCPU.h │ │ │ ├── SignalAllocatorsNPP.h │ │ │ ├── SignalsCPU.h │ │ │ └── SignalsNPP.h │ │ ├── drvapi_error_string.h │ │ ├── dynlink_d3d11.h │ │ ├── exception.h │ │ ├── helper_cuda.h │ │ ├── helper_cuda_drvapi.h │ │ ├── helper_cusolver.h │ │ ├── helper_functions.h │ │ ├── helper_image.h │ │ ├── helper_math.h │ │ ├── helper_multiprocess.cpp │ │ ├── helper_multiprocess.h │ │ ├── helper_nvJPEG.hxx │ │ ├── helper_string.h │ │ ├── helper_timer.h │ │ ├── nvrtc_helper.h │ │ ├── rendercheck_d3d11.cpp │ │ └── rendercheck_d3d11.h │ ├── tmp.bin │ └── tune_nvcc.py ├── petabricks │ ├── .gitignore │ ├── README.md │ ├── adddeps.py │ ├── deps.py │ ├── download_benchmarks.sh │ ├── import_old_result.py │ ├── pbtuner.py │ └── testwrapper.sh ├── py_api │ ├── adddeps.py │ ├── api_example.py │ └── multiple_tuning_runs.py ├── quartus │ ├── README.md │ ├── auto.sh │ ├── data │ │ ├── aes_LUT.csv │ │ ├── bfly_LUT.csv │ │ ├── dscg_LUT.csv │ │ ├── fir_LUT.csv │ │ ├── mm3_LUT.csv │ │ ├── ode_LUT.csv │ │ └── syn2_LUT.csv │ ├── quartus.py │ ├── quartus_template.py │ └── synthesis.py ├── resnet │ ├── Makefile │ ├── images.npy │ ├── labels.npy │ ├── mylib.py │ ├── resnet18.py │ └── run.tcl ├── rosenbrock │ ├── .gitignore │ ├── adddeps.py │ ├── rosenbrock.makefile │ └── rosenbrock.py ├── systolic-array │ ├── LICENSE │ ├── README.md │ ├── Systolic_Array_8x8.sdc │ ├── Systolic_Array_8x8.v │ ├── quartus.py │ └── run.tcl ├── tsp │ ├── data │ │ ├── att48_d.txt │ │ ├── p01_d.txt │ │ └── p01_s.txt │ └── tsp.py ├── tutorials │ ├── adddeps.py │ ├── gettingstarted.md │ ├── mmm_block.cpp │ ├── mmm_final_config.json │ ├── mmm_tuner.py │ ├── tuneup.opentuner.db │ │ └── zhang-x1.ece.cornell.edu.db │ └── tuneup.opentuner.log ├── unitary │ ├── adddeps.py │ ├── cla_func.py │ ├── input_generator.py │ ├── problem_description.pdf │ ├── testwrapper.sh │ └── unitary.py └── vivado │ ├── Makefile │ ├── convolution.cpp │ ├── opencl.mk │ ├── optical_flow.cpp │ ├── options.py │ 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