Artifact and User Guide for reproducing results of the Euro-Par 2020 paper: "A Prediction Framework for Fast Sparse Triangular Solves"This artifact contains source code and data-sets for the sparse triangular solve (SpTRSV) algorithm prediction framework presented in the paper, "A Prediction Framework for Fast Sparse Triangular Solves". It includes the data-set used for the results presented in the paper as well as instructions to generate datasets and train prediction model on newer machines.A detailed overview of the tool and instructions to reproduce the results are provided in the Overview document and ReadMe file accessible from the root directory. A comprehensive guide on generating training datasets on newer machines is presented DataGenGuide file accessible from the root directory.