├── .gitignore ├── .gitmodules ├── I3D-Video-HiRes.mp4 ├── LICENSE ├── README.md ├── ShaderPerFormer.pdf ├── code ├── pyproject.toml ├── toyDb │ ├── .gitignore │ ├── README.md │ ├── __init__.py │ ├── cliFuncs │ │ ├── __init__.py │ │ ├── augmentImageOnly.py │ │ ├── runImageOnly.py │ │ └── runImageOnlyTrace.py │ ├── databases │ │ ├── AugmentationDb.py │ │ ├── ExperimentDb.py │ │ ├── ShaderDb.py │ │ └── __init__.py │ ├── experiments │ │ ├── ImageOnly.py │ │ ├── ImageOnlyRunner.py │ │ └── __init__.py │ ├── getShaders.py │ ├── manage.py │ ├── migrate.py │ ├── notebooks │ │ ├── DataDiffing.ipynb │ │ ├── DataExport-1660.ipynb │ │ ├── DataExport.ipynb │ │ ├── DataImport-1660.ipynb │ │ ├── DataImport.ipynb │ │ ├── TimeDistributionStudy.ipynb │ │ ├── runAug.ipynb │ │ ├── testDisassembler.py │ │ ├── testExecutor.py │ │ ├── testStability.py │ │ └── traceCorrectnessCheck.py │ └── utils │ │ ├── AugmentationManager.py │ │ ├── Directory.py │ │ ├── ExperimentDbHelpers.py │ │ ├── SubprocessManager.py │ │ ├── __init__.py │ │ └── spv │ │ ├── SpvContext.py │ │ ├── SpvInstStat.py │ │ ├── __init__.py │ │ ├── analyzeSpv.py │ │ └── spirv.core.grammar.json ├── vkExecute │ ├── .gitignore │ ├── CMakeLists.txt │ ├── README.md │ ├── include │ │ ├── Common.hpp │ │ ├── ImageOnlyExecutor.hpp │ │ ├── Profiler.hpp │ │ ├── RenderWindow.hpp │ │ ├── ShaderProcessor.hpp │ │ ├── ShaderToy.hpp │ │ ├── SpvProcessor.hpp │ │ ├── spv │ │ │ ├── AssignmentBuilder.hpp │ │ │ ├── BasicBlock.hpp │ │ │ ├── BasicBlockTestEmitter.hpp │ │ │ ├── FormatConverter.hpp │ │ │ ├── ModuleBuilder.hpp │ │ │ ├── SubVariableInfo.hpp │ │ │ ├── Tokenizer.hpp │ │ │ ├── Type.hpp │ │ │ └── TypeBuilder.hpp │ │ └── vkToy.hpp │ ├── pyproject.toml │ ├── setup.py │ ├── src │ │ ├── GlslangResources.cpp │ │ ├── ImageOnlyExecutor.cpp │ │ ├── Main.cpp │ │ ├── PythonMain.cpp │ │ ├── ShaderProcessor.cpp │ │ ├── SpvProcessor.cpp │ │ ├── spv │ │ │ ├── AssignmentBuilder.cpp │ │ │ ├── BasicBlock.cpp │ │ │ ├── BasicBlockTestEmitter.cpp │ │ │ ├── FormatConverter.cpp │ │ │ ├── ModuleBuilder.cpp │ │ │ ├── Tokenizer.cpp │ │ │ ├── Type.cpp │ │ │ └── TypeBuilder.cpp │ │ ├── utils.hpp │ │ └── vkToy │ │ │ ├── RenderWindow.cpp │ │ │ ├── ShaderToy.cpp │ │ │ └── glslang_resources.cpp │ ├── test │ │ ├── ShadertoyCircle.inc.h │ │ ├── testDummy.cpp │ │ ├── testExecutor.cpp │ │ ├── testProcessor.cpp │ │ └── testTokenizer.cpp │ └── thirdParty │ │ └── renderdoc │ │ ├── CMakeLists.txt │ │ ├── README.md │ │ └── app │ │ └── renderdoc_app.h └── vkPredict │ ├── README.md │ ├── compete.py │ ├── compete │ ├── MLP.py │ ├── TracedLinearRegression.py │ ├── TracedPerInstLinearRegression.py │ └── __init__.py │ ├── dataset │ ├── DatasetBuilder.py │ ├── FragmentMaskedLMDataset.py │ ├── FragmentPerformanceAugWithTrace.py │ ├── FragmentPerformanceDataset.py │ ├── FragmentPerformanceSnapshotDataset.py │ ├── FragmentPerformanceTracedSnapshotDataset.py │ ├── FragmentPerformanceWithTraceByQueryDataset.py │ ├── FragmentPerformanceWithTraceDataset.py │ ├── MapDataset.py │ ├── __init__.py │ └── shaderBlacklist.json │ ├── eval.py │ ├── exprRecord.md │ ├── fix-bug.ipynb │ ├── misc.py │ ├── misc │ ├── ComplexDatasetSnapshotter.py │ ├── Directory.py │ ├── HfBpeTokenizer.py │ ├── HfSpvTokenizer.py │ ├── HfTracedSpvTokenizer.py │ ├── Notebooks.py │ ├── TokenizerBuilder.py │ ├── __init__.py │ ├── calcNormalizationParams.py │ ├── dataCollator.py │ ├── getTokenizedLengthDistribution.py │ ├── metric.py │ ├── normalization.py │ ├── snapshotFragPerfDataset.py │ ├── snapshotFragPerfTraceDataset.py │ ├── snapshotFragTokenizedShaders.py │ ├── theoreticalPossibleGuess.py │ ├── tracePreprocessor.py │ └── trainHfTokenizer.py │ ├── model │ ├── ModelBuilder.py │ ├── PerformanceNet.py │ ├── __init__.py │ ├── configuration_perfformer.py │ ├── custom_roberta.py │ ├── dictionary.py │ ├── embedding │ │ ├── __init__.py │ │ ├── rotary.py │ │ └── sine.py │ ├── encoder_trainer.py │ ├── example_tasks.py │ ├── mingpt │ │ ├── __init__.py │ │ ├── bpe.py │ │ ├── model.py │ │ ├── trainer.py │ │ └── utils.py │ ├── modeling_perfformer.py │ ├── test_model.py │ └── test_model_encoder.py │ ├── notebooks │ ├── CustomTester.ipynb │ ├── DatasetAnalysis.ipynb │ ├── DatasetAnalysisPlot.ipynb │ ├── DatasetAnalysisPlotOld.ipynb │ ├── DatasetCanonicalAnalysis-3060-optim.ipynb │ ├── DatasetCanonicalAnalysis-6600xt.ipynb │ ├── DatasetCanonicalAnalysis-uhd630.ipynb │ ├── DatasetCrossResolutionAnalysis.ipynb │ ├── DatasetCrossResourceAnalysis.ipynb │ ├── DatasetGeneration.ipynb │ ├── Heatmap.ipynb │ ├── HeatmapNew.ipynb │ ├── LinearRegression.ipynb │ ├── LinearRegression.py │ ├── MLPRegression.ipynb │ ├── ModelInference-6600xt.ipynb │ ├── ModelInference.ipynb │ ├── ModelInspection.ipynb │ ├── TracePosEmb.ipynb │ ├── TransformationAugmentation.ipynb │ ├── UniversalDatasetSnapshot.ipynb │ ├── UniversalDatasetSnapshotForAugmentation.ipynb │ └── production │ │ ├── BaselineMethods.ipynb │ │ ├── BaselineMethodsValTimeFiltered.ipynb │ │ ├── BaselineMethodsValTimeFilteredAmend.ipynb │ │ ├── DatasetSnapshots.ipynb │ │ ├── DatasetSnapshotsVal.ipynb │ │ ├── DatasetSnapshotsValTimeFiltered.ipynb │ │ ├── DatasetSnapshotsValTimeFilteredAmend.ipynb │ │ └── Pearson-Spearman.ipynb │ ├── pretrain.py │ ├── runVal.ipynb │ ├── test-bug.py │ ├── test-dataset.ipynb │ ├── test-ols.ipynb │ ├── test-tokenize-bug.py │ ├── test.ipynb │ ├── test │ ├── __init__.py │ ├── exampleImageOnlyShader.py │ ├── testDataset.py │ ├── testFastModel.py │ ├── testHuggingFace.py │ ├── testSpvTokenizer.py │ └── testTrace.py │ ├── train.py │ ├── train_moco.py │ ├── validate.py │ └── visualization │ ├── predictor.py │ └── visualization.py ├── dataset ├── .gitignore ├── README.md ├── intermediates │ └── .gitkeep └── shaders │ ├── .gitkeep │ └── json │ └── .gitkeep ├── image └── PipelineOverview.png └── requirements.linux.txt /.gitignore: -------------------------------------------------------------------------------- 1 | *.egg-info 2 | .cache 3 | .vscode 4 | 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