{"id":4152419,"name":"github.com/alibaba/MNN","ecosystem":"go","description":"","homepage":"https://github.com/alibaba/MNN","licenses":"Apache-2.0","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/alibaba/MNN","keywords_array":[],"namespace":"github.com/alibaba","versions_count":10,"first_release_published_at":"2022-09-23T08:42:56.000Z","latest_release_published_at":"2023-12-29T07:03:26.000Z","latest_release_number":"v0.0.0-20231229070326-d284430f9255","last_synced_at":"2026-10-12T16:46:24.086Z","created_at":"2022-04-12T17:07:39.947Z","updated_at":"2026-10-12T16:46:24.086Z","registry_url":"https://pkg.go.dev/github.com/alibaba/MNN","install_command":"go get github.com/alibaba/MNN","documentation_url":"https://pkg.go.dev/github.com/alibaba/MNN#section-documentation","metadata":null,"repo_metadata":{"id":37317612,"uuid":"181436799","full_name":"alibaba/MNN","owner":"alibaba","description":"MNN: A blazing-fast, lightweight inference engine battle-tested by 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5/7 approved changesets -- score normalized to 7","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Maintained","score":10,"reason":"30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Info: found token with 'none' permissions: .github/workflows/mnn_release.yml:11","Info: found token with 'none' permissions: .github/workflows/pymnn_release.yml:71","Info: topLevel 'contents' permission set to 'read': .github/workflows/android.yml:26","Warn: no topLevel permission defined: .github/workflows/internal_pymnn_release.yml:1","Info: topLevel 'contents' permission set to 'read': .github/workflows/ios.yml:26","Info: topLevel 'contents' permission set to 'read': .github/workflows/linux.yml:24","Info: topLevel 'contents' permission set to 'read': .github/workflows/macos.yml:24","Warn: no topLevel permission defined: .github/workflows/mnn_release.yml:1","Info: topLevel 'contents' permission set to 'read': .github/workflows/pymnn_linux.yml:20","Info: topLevel 'contents' permission set to 'read': .github/workflows/pymnn_macos.yml:20","Warn: no topLevel permission defined: .github/workflows/pymnn_release.yml:1","Info: topLevel 'contents' permission set to 'read': .github/workflows/pymnn_windows.yml:20","Warn: no topLevel permission defined: .github/workflows/stale.yml:1","Info: topLevel 'contents' permission set to 'read': .github/workflows/wiki.yml:20","Info: topLevel 'contents' permission set to 'read': .github/workflows/windows.yml:24","Info: no jobLevel write permissions found"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE.txt:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE.txt:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"Binary-Artifacts","score":6,"reason":"binaries present in source code","details":["Warn: binary detected: 3rd_party/flatbuffers/samples/android/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: apps/Android/MnnLlmChat/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: project/android/demo/gradle/wrapper/gradle-wrapper.jar:1","Warn: binary detected: project/android/gradle/wrapper/gradle-wrapper.jar:1"],"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Signed-Releases","score":0,"reason":"Project has not signed or included provenance with any releases.","details":["Warn: release artifact 3.2.2 not signed: https://api.github.com/repos/alibaba/MNN/releases/234472275","Warn: release artifact 3.2.0 not signed: https://api.github.com/repos/alibaba/MNN/releases/223534940","Warn: release artifact 3.1.0 not signed: https://api.github.com/repos/alibaba/MNN/releases/201955608","Warn: release artifact 3.0.0 not signed: https://api.github.com/repos/alibaba/MNN/releases/185881501","Warn: release artifact 3.2.2 does not have provenance: https://api.github.com/repos/alibaba/MNN/releases/234472275","Warn: release artifact 3.2.0 does not have provenance: https://api.github.com/repos/alibaba/MNN/releases/223534940","Warn: release artifact 3.1.0 does not have provenance: https://api.github.com/repos/alibaba/MNN/releases/201955608","Warn: release artifact 3.0.0 does not have provenance: https://api.github.com/repos/alibaba/MNN/releases/185881501"],"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Packaging","score":10,"reason":"packaging workflow detected","details":["Info: Project packages its releases by way of GitHub Actions.: .github/workflows/pymnn_release.yml:69"],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"SAST","score":0,"reason":"SAST tool is not run on all commits -- score normalized to 0","details":["Warn: 0 commits out of 30 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}},{"name":"Fuzzing","score":10,"reason":"project is fuzzed","details":["Info: CppLibFuzzer integration found: 3rd_party/flatbuffers/tests/fuzzer/flatbuffers_parser_fuzzer.cc:24","Info: CppLibFuzzer integration found: 3rd_party/flatbuffers/tests/fuzzer/flatbuffers_scalar_fuzzer.cc:214","Info: CppLibFuzzer integration found: 3rd_party/flatbuffers/tests/fuzzer/flatbuffers_verifier_fuzzer.cc:10","Info: CppLibFuzzer integration found: 3rd_party/flatbuffers/tests/fuzzer/flatbuffers_parser_fuzzer.cc:24","Info: CppLibFuzzer integration found: 3rd_party/flatbuffers/tests/fuzzer/flatbuffers_scalar_fuzzer.cc:214","Info: CppLibFuzzer integration found: 3rd_party/flatbuffers/tests/fuzzer/flatbuffers_verifier_fuzzer.cc:10"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/android.yml:32: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/android.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/internal_pymnn_release.yml:20: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/internal_pymnn_release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/internal_pymnn_release.yml:26: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/internal_pymnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/internal_pymnn_release.yml:58: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/internal_pymnn_release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/internal_pymnn_release.yml:67: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/internal_pymnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/internal_pymnn_release.yml:85: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/internal_pymnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ios.yml:32: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/ios.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/linux.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/linux.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/macos.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/macos.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/mnn_release.yml:149: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/mnn_release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/mnn_release.yml:158: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/mnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/mnn_release.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/mnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/mnn_release.yml:46: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/mnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/mnn_release.yml:57: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/mnn_release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/mnn_release.yml:62: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/mnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/mnn_release.yml:69: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/mnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/mnn_release.yml:80: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/mnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/mnn_release.yml:93: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/mnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/mnn_release.yml:104: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/mnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/mnn_release.yml:114: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/mnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/mnn_release.yml:125: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/mnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/mnn_release.yml:139: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/mnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pymnn_linux.yml:26: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/pymnn_linux.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pymnn_macos.yml:26: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/pymnn_macos.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pymnn_macos.yml:27: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/pymnn_macos.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pymnn_release.yml:25: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/pymnn_release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/pymnn_release.yml:31: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/pymnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pymnn_release.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/pymnn_release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/pymnn_release.yml:42: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/pymnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pymnn_release.yml:64: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/pymnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pymnn_release.yml:77: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/pymnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pymnn_release.yml:81: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/pymnn_release.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/pymnn_release.yml:87: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/pymnn_release.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pymnn_windows.yml:26: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/pymnn_windows.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/pymnn_windows.yml:27: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/pymnn_windows.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/pymnn_windows.yml:28: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/pymnn_windows.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/stale.yml:16: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/stale.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/wiki.yml:26: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/wiki.yml/master?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/wiki.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/wiki.yml/master?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/windows.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/alibaba/MNN/windows.yml/master?enable=pin","Warn: containerImage not pinned by hash: 3rd_party/flatbuffers/tests/docker/Dockerfile.testing.build_flatc_debian_stretch:1","Warn: containerImage not pinned by hash: 3rd_party/flatbuffers/tests/docker/Dockerfile.testing.build_flatc_debian_stretch:4","Warn: containerImage not pinned by hash: 3rd_party/flatbuffers/tests/docker/TODO.Dockerfile.testing.python.pypy_6_0_0_py2:1","Warn: containerImage not pinned by hash: 3rd_party/flatbuffers/tests/docker/TODO.Dockerfile.testing.python.pypy_6_0_0_py3:1","Warn: containerImage not pinned by hash: 3rd_party/flatbuffers/tests/docker/languages/Dockerfile.testing.golang.1_11:1","Warn: containerImage not pinned by hash: 3rd_party/flatbuffers/tests/docker/languages/Dockerfile.testing.java.openjdk_10_0_2:1","Warn: containerImage not pinned by hash: 3rd_party/flatbuffers/tests/docker/languages/Dockerfile.testing.java.openjdk_11_0_1:1","Warn: containerImage not pinned by hash: 3rd_party/flatbuffers/tests/docker/languages/Dockerfile.testing.node.10_13_0:1","Warn: containerImage not pinned by hash: 3rd_party/flatbuffers/tests/docker/languages/Dockerfile.testing.node.11_2_0:1","Warn: containerImage not pinned by hash: 3rd_party/flatbuffers/tests/docker/languages/Dockerfile.testing.python.cpython_2_7_15:1","Warn: containerImage not pinned by hash: 3rd_party/flatbuffers/tests/docker/languages/Dockerfile.testing.python.cpython_3_7_1:1","Warn: containerImage not pinned by hash: 3rd_party/flatbuffers/tests/docker/languages/Dockerfile.testing.rust.1_30_1:1","Warn: containerImage not pinned by hash: tools/script/Dockerfile:1","Warn: pipCommand not pinned by hash: tools/script/Dockerfile:8","Warn: npmCommand not pinned by hash: 3rd_party/flatbuffers/tests/TypeScriptTest.sh:19","Warn: pipCommand not pinned by hash: benchmark/scripts/bench.sh:135","Warn: pipCommand not pinned by hash: benchmark/scripts/bench.sh:193","Warn: pipCommand not pinned by hash: benchmark/scripts/build.sh:37","Warn: pipCommand not pinned by hash: benchmark/scripts/convert.sh:27","Warn: pipCommand not pinned by hash: benchmark/scripts/convert.sh:28","Warn: pipCommand not pinned by hash: benchmark/scripts/convert.sh:31","Warn: pipCommand not pinned by hash: tools/script/test_wheels.sh:29","Warn: pipCommand not pinned by hash: tools/script/test_wheels.sh:31","Warn: pipCommand not pinned by hash: tools/script/test_wheels.sh:33","Warn: pipCommand not pinned by hash: .github/workflows/internal_pymnn_release.yml:65","Warn: pipCommand not pinned by hash: .github/workflows/pymnn_linux.yml:29","Warn: pipCommand not pinned by hash: .github/workflows/pymnn_macos.yml:32","Warn: pipCommand not pinned by hash: .github/workflows/pymnn_release.yml:40","Info:   0 out of  31 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   9 third-party GitHubAction dependencies pinned","Info:   0 out of  13 containerImage dependencies pinned","Info:   0 out of  14 pipCommand 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