{"id":20987447,"url":"https://github.com/tensor-compiler/taco-bench","last_synced_at":"2026-03-03T18:02:09.822Z","repository":{"id":95338746,"uuid":"96118070","full_name":"tensor-compiler/taco-bench","owner":"tensor-compiler","description":"Repository to reproduce the results from paper \"The Tensor Algebra Compiler\".","archived":false,"fork":false,"pushed_at":"2017-09-01T18:12:18.000Z","size":63,"stargazers_count":5,"open_issues_count":1,"forks_count":4,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-07-07T17:46:49.285Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tensor-compiler.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2017-07-03T14:13:03.000Z","updated_at":"2024-12-12T06:40:40.000Z","dependencies_parsed_at":"2023-04-03T16:02:26.086Z","dependency_job_id":null,"html_url":"https://github.com/tensor-compiler/taco-bench","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/tensor-compiler/taco-bench","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensor-compiler%2Ftaco-bench","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensor-compiler%2Ftaco-bench/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensor-compiler%2Ftaco-bench/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensor-compiler%2Ftaco-bench/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tensor-compiler","download_url":"https://codeload.github.com/tensor-compiler/taco-bench/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensor-compiler%2Ftaco-bench/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":30053999,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-03-03T17:46:22.538Z","status":"ssl_error","status_checked_at":"2026-03-03T17:46:22.036Z","response_time":61,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-11-19T06:16:59.021Z","updated_at":"2026-03-03T18:02:09.817Z","avatar_url":"https://github.com/tensor-compiler.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"This repository contains benchmarks for taco and scripts to reproduce the results from the paper *The Tensor Algebra Compiler*.\n\n# Build taco-bench \nTell taco-bench where taco is located:\n\n    export TACO_INCLUDE_DIR=\u003ctaco-directory\u003e/include\n    export TACO_LIBRARY_DIR=\u003ctaco-build-directory\u003e/lib\n\nBuild taco-bench with CMake 2.8.3 or greater:\n\n    cd \u003ctaco-bench-directory\u003e\n    mkdir build\n    cd build\n    cmake ..\n    make \n\n# Installing and building with other products\n\nDo the following steps before you build taco-bench with cmake to benchmark against several libraries.\n\n## EIGEN\n\n1. Download and extract Eigen's source code from https://eigen.tuxfamily.org/dox/GettingStarted.html.\n2. Specify the variable `EIGEN_DIR`.\n\n## GMM++\n\n1. Use the installation guide http://getfem.org/gmm/install.html.\n2. Specify the variable `GMM_INCLUDE_DIR`.\n\n## UBLAS\n\n1. Follow the documentation to install ublas: http://www.boost.org/doc/libs/1_45_0/libs/numeric/ublas/doc/index.htm.\n2. Specify the variable `UBLAS_INCLUDE_DIR`.\n\n## OSKI\n\n1. Follow the user guide to install and tune OSKI: http://bebop.cs.berkeley.edu/oski/downloads.html.\n3. Specify `OSKI_INCLUDE_DIR` and `OSKI_LIBRARY_DIR`.\n\n## POSKI\n\n1. Follow the user guide to install and tune pOSKI: http://bebop.cs.berkeley.edu/poski/.\n2. Specify `POSKI_INCLUDE_DIR` and `POSKI_LIBRARY_DIR`.\n\nNote: Install first OSKI and then use this installation to install POSKI.\n\n## MKL\n1. Commercial licensed product from Intel: https://software.intel.com/en-us/mkl.\n2. Specify `MKL_ROOT`.\n\nNote: use the `mklvars.sh` script of Intel to set properly your environment.\n\n# Benchmarking taco against your product\n\n1. Modify CMakeList.txt: add an environment variable `YOUR`, compilation options, `YOUR_INCLUDE`, and `YOUR_LIBRARY` directories to your project.\n\n2. Implement the expression using *your* project. Modify `your4taco.h` file.\n\n3. Use the `TACO_BENCH` macro to benchmark and `validate` method to compare against expected results.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftensor-compiler%2Ftaco-bench","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftensor-compiler%2Ftaco-bench","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftensor-compiler%2Ftaco-bench/lists"}