公开记录
软件健康报告模式 0.17.0 · 指标 1.13.0 · 2026-07-21 04:42 UTC

NVIDIA / TensorRT

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

C++Apache-2.0★ 13,169 星标⑂ 2,389 复刻始于 2019年5月在 GitHub 上查看 ↗

NVIDIA/TensorRT 的健康指数为 100 分中的 70 分,处于「良好」区间。 其得分最高的类别是Community & Adoption(88/100),最低的是Security(21/100)。 最近一次更新在 13 天前。 近期的大部分工作由 3 位贡献者完成。

70
总分 / 100
良好

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

70
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

28,173 关注者769 个公开仓库始于 2012年5月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPIpolygraphy0.50.3211,6471254 天前
PyPIonnx_graphsurgeon0.6.1719,0768103 天前
PyPIpytorch_quantization指向其他仓库——不计分2.2.1-5990 天前nvidiadeep-learningmachine-learningsupervised-learningunsupervised-learningreinforcement-learninglogging
PyPIpolygraphy_trtexec0.0.9-31062 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

76良好 · 占总体的 22%
评分方式
28.8/36推送新近度 — 最近一次推送于 13 天前
12.5/36提交节奏 — 52 周中有 18 周有提交
12.7/18提交量 — 最近一年 25 次提交
0/10OpenSSF Scorecard:Maintained — 无数据
所用输入
commits_last_year25
human_commit_share
days_since_last_push13
active_weeks_last_year18

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 70 个发布版本
36/36发布时效 — 最近一次发布版本于 26 天前
27/27发布节奏 — 约每 44.3 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count70
latest_release_tagv11.1
releases_from_tags
days_since_latest_release26
mean_days_between_releases44.3

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

88优秀 · 占总体的 18%
评分方式
60/60星标 — 13,169 个星标
25/25复刻 — 2,389 个复刻
12.2/15关注者 — 157 位关注者
所用输入
forks2,389
stars13,169
watchers157
growth_stateorganic
growth_factor_pct100

社区健康

70良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
79.6/80月度下载量 — pypi 合计每月 930,723 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagespolygraphy, onnx_graphsurgeon, polygraphy_trtexec
dependents
ecosystemspypi
total_downloads
monthly_downloads930,723
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

81良好 · 占总体的 24%
评分方式
36/54巴士系数 — 3 位贡献者贡献了半数提交
15/22.5提交分布 — 头号贡献者编写了 33% 的提交
13.5/13.5贡献者广度 — 83 位贡献者
0/10OpenSSF Scorecard:Contributors — 无数据
所用输入
bus_factor3
contributors_sampled83
top_contributor_share0.334
评分方式
40.5/46.8议题解决 — 87% 的议题已关闭
25.1/38.3PR 接受 — 已裁定的 PR 中 323/492 已合并
0/15OpenSSF Scorecard:Code-Review — 无数据
所用输入
merged_prs323
open_issues560
closed_issues3,657
issue_closed_ratio0.867
closed_unmerged_prs169
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
25/25所有者影响力 — NVIDIA 有 28,173 位关注者
25/25既往记录 — 769 个公开仓库,账户约 14 年
所用输入
followers28,173
owner_typeOrganization
is_verified
owner_loginNVIDIA
public_repos769
account_age_days5,184
评分方式
25/25已发布且可解析 — pypi 上有 3 个软件包
35/35发布时效 — 最近一次发布于 54 天前
20/20版本历史 — 12 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagespolygraphy, onnx_graphsurgeon, polygraphy_trtexec
ecosystemspypi
any_deprecated
min_days_since_publish54

工程质量

基础的工程与文档实践是否到位?

74良好 · 占总体的 20%

工程实践

80良好
评分方式
24/24CI 工作流 — 5 个工作流
24/24存在测试
16/16Linter 配置 — .pylintrc
0/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 无数据
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

65中等
评分方式
30/30README
0/25文档目录
15/15文档 / 主页站点 — https://developer.nvidia.com/tensorrt
10/10仓库描述
10/10主题标签 — 5 个主题标签
0/10Wiki
所用输入
topicstensorrt, nvidia, deep-learning, inference, gpu-acceleration
has_wiki
homepagehttps://developer.nvidia.com/tensorrt
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

21危急 · 占总体的 16%
评分方式
0/30安全策略(SECURITY.md)
0/25Dependabot 配置
0/25依赖锁定文件 — 已发布的类库——锁定文件属于应用层关注点,不作要求
0/20CodeQL 工作流
所用输入
sourcefile_signals
lockfiles
manifestspython/requirements.txt
has_codeql_workflow
has_security_policy
has_dependabot_config
已排除计分(无数据或不适用):依赖锁定文件。 其余权重已重新归一化。
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
0/25间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories744
affected_packages29
assessed_packages75
unassessed_packages50
affected_by_severitycritical 8, high 7, moderate 2, unknown 12
direct_affected_packages0
已排除计分(无数据或不适用):间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 75 个已解析依赖与 OSV 比对。 有 50 项无法评估——没有已解析的版本、生态系统不受支持,或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包,因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起,因此仅对声明的运行时依赖计分;传递性发现仅作为背景信息列出,不计入评分。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

54中等 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
0/40可读的提交历史 — 无数据
所用输入
has_llms_txt
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
已排除计分(无数据或不适用):可读的提交历史。 其余权重已重新归一化。
评分方式
18/18一条命令的引导启动 — quickstart/Makefile, quickstart/SemanticSegmentation/Makefile, tools/Polygraphy/Makefile, tools/onnx-graphsurgeon/Makefile, tools/polygraphy-extension-trtexec/Makefile, tools/pytorch-quantization/docs/Makefile, tools/tensorflow-quantization/docs/Makefile
22/22自动化测试
11/11Lint / 格式化配置 — .pylintrc
11/11静态类型检查 — C++(静态类型)
0/10可复现环境
0/10已体现的代理实践 — 无数据
0/8自动化维护 — 无数据
0/10OpenSSF Scorecard:Pinned-Dependencies — 无数据
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_filesquickstart/Makefile, quickstart/SemanticSegmentation/Makefile, tools/Polygraphy/Makefile, tools/onnx-graphsurgeon/Makefile, tools/polygraphy-extension-trtexec/Makefile, tools/pytorch-quantization/docs/Makefile, tools/tensorflow-quantization/docs/Makefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
已排除计分(无数据或不适用):已体现的代理实践, 自动化维护。 其余权重已重新归一化。
评分方式
45/45可类型检查的代码 — C++(静态类型)
44.8/55可控的文件大小 — 采样的 1,073 个源文件中有 199 个超过 60KB
所用输入
primary_languageC++
largest_source_bytes3,041,274
source_files_sampled1,073
oversized_source_files199

机器可读接口

40存在风险
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
0/20MCP 服务器
40/40可运行示例 — examples, notebooks, samples
所用输入
example_dirsexamples, notebooks, samples
has_mcp_signal
api_schema_files

关键数据

13,169GitHub 星标
83贡献者
25最近 12 个月提交数
13距最近推送天数
70发布版本数
3巴士系数(bus factor)
560开放议题
PyPI软件包生态系统数

数据采集警告

  • pypi package 'pytorch_quantization' points at a different repository (https://github.com/NVIDIA); excluded from ecosystem scoring
  • Could not fetch pypi package 'tensorflow_quantization' from its registry
  • Advisory severity resolved for 120 of 422 advisories (lookup cap); the remainder are reported as unknown severity
  • OpenSSF Scorecard did not return a usable result (2026/07/21 04:41:52 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks

更多细节

Star 与 Fork 历史 13,169 ★ / 0 ⇿
13,169Star

每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。

仅显示最近的历史——该仓库超出采集窗口,因此未采集最早的历史记录。

12,00012,20012,40012,60012,80013,00013,20013,169102025-102026-032026-07
全部依赖 125

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 125 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
PyPIabsl-py间接
PyPIaccelerate1.2.1间接
PyPIapex0.9.10dev间接
PyPIargparse间接
PyPIbuild1.0.0间接
PyPIcolored间接
PyPIcolored2.3.2间接
PyPIcontrolnet-aux0.0.6间接
PyPIcuda-bindings间接
PyPIcuda-python间接
PyPIcuda-python12.9.0间接
PyPIcupy-cuda12x间接
PyPIcupy-cuda12x13.6.0间接
PyPIdiffusers0.35.2间接
PyPIdocutils0.16间接
PyPIdocutils0.18.1间接
PyPIftfy间接
PyPIfuro2024.8.6间接
PyPIgcloud间接
PyPIgoogle-cloud-storage间接
PyPIhuggingface-hub0.11.0间接
PyPIhuggingface-hub0.4.0间接
PyPIimageio-ffmpeg间接
PyPImatplotlib间接
PyPIml-dtypes间接
PyPImpi4py4.1.1间接
PyPImyst-parser3.0.1间接
PyPInccl4py0.1.1间接
PyPInltk3.9.1间接
PyPInumba间接
PyPInumba-cuda间接
PyPInumpy间接
PyPInumpy1.23.0间接
PyPInumpy1.23.1间接
PyPInumpy1.26.4间接
PyPInvidia-cutlass-dsl4.5.0间接
PyPInvidia-modelopt0.31.0间接
PyPInvidia-modelopt0.35.0间接
PyPInvidia-pyindex间接
PyPInvidia-tensorrt间接
PyPInvtx间接
PyPIonnx间接
PyPIonnx1.13.1间接
PyPIonnx1.14.0间接
PyPIonnx1.17.0间接
PyPIonnx1.18.0间接
PyPIonnx1.20.0间接
PyPIonnx1.9.0间接
PyPIonnx-graphsurgeon间接
PyPIonnx-graphsurgeon0.5.2间接
PyPIonnxconverter-common1.12.2间接
PyPIonnxmltools1.11.1间接
PyPIonnxruntime间接
PyPIonnxruntime1.12.1间接
PyPIonnxruntime1.15.0间接
PyPIonnxruntime1.18.1间接
PyPIonnxruntime1.19.2间接
PyPIonnxruntime1.8.1间接
PyPIonnxruntime-gpu间接
PyPIonnxscript间接
PyPIonnxscript0.5.4间接
PyPIopencv-python-headless4.8.0.74间接
PyPIpeft0.17.0间接
PyPIpillow间接
PyPIpillow11.3.0间接
PyPIpolygraphy间接
PyPIpolygraphy0.49.0间接
PyPIpolygraphy0.49.22间接
PyPIpolygraphy0.50.1间接
PyPIprettytable间接
PyPIprotobuf间接
PyPIprotobuf3.20.2间接
PyPIprotobuf3.20.3间接
PyPIpycuda间接
PyPIpytest间接
PyPIpytest-console-scripts间接
PyPIpytest-rerunfailures间接
PyPIpytest-virtualenv间接
PyPIpytest-xdist间接
PyPIpywin32间接
PyPIpyyaml间接
PyPIpyyaml6.0.3间接
PyPIrequests2.25.1间接
PyPIrequests2.32.4间接
PyPIrequests2.33.0间接
PyPIscipy间接
PyPIsentencepiece间接
PyPIsentencepiece0.1.95间接
PyPIsentencepiece0.1.97间接
PyPIsetuptools间接
PyPIsphinx7.1.2间接
PyPIsphinx-glpi-theme间接
PyPIsympy1.9间接
PyPItabulate间接
PyPItensorflow间接
PyPItensorflow-gpu2.8.0间接
PyPItensorrt间接
PyPItf2onnx间接
PyPItf2onnx1.10.1间接
PyPItoml间接
PyPItomli2.0.0间接
PyPItorch间接
PyPItorch1.10间接
PyPItorch1.10.2间接
PyPItorch1.10.2+cu113间接
PyPItorch1.11.0间接
PyPItorch1.11.0+cu113间接
PyPItorch1.13.1间接
PyPItorch2.8.0间接
PyPItorch2.9.1间接
PyPItorchvision间接
PyPItorchvision0.11.3间接
PyPItorchvision0.12.0间接
PyPItqdm4.66.4间接
PyPItransformers4.18.0间接
PyPItransformers4.20.0间接
PyPItransformers4.52.4间接
PyPItriton间接
PyPItriton3.2.0间接
PyPItriton3.5.0间接
PyPIvirtualenv间接
PyPIwget间接
PyPIwget3.2间接
PyPIwheel间接
PyPIwheel0.45.1间接
依赖安全公告 29

该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 75 个包,其中也包含从不交付的开发与测试版本固定:29 个存在已知公告,0 个为直接依赖。 有 50 个无法评估——没有已解析的版本、生态系统不受支持,或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
nltk3.9.1间接严重183.10.0
onnx1.13.1间接严重211.22.0
onnx1.14.0间接严重211.22.0
onnx1.17.0间接严重141.22.0
onnx1.18.0间接严重131.22.0
onnx1.20.0间接严重131.22.0
onnx1.9.0间接严重231.22.0
pillow11.3.0间接严重3112.3.0
diffusers0.35.2间接50.38.0
opencv-python-headless4.8.0.74间接24.8.1.78
protobuf3.20.2间接46.33.5
protobuf3.20.3间接46.33.5
sentencepiece0.1.95间接20.2.1
sentencepiece0.1.97间接20.2.1
tensorflow-gpu2.8.0间接2472.11.1
requests2.25.1间接82.33.0
requests2.32.4间接22.33.0
torch1.10间接未知30
torch1.10.2间接未知30
torch1.10.2+cu113间接未知30
torch1.11.0间接未知30
torch1.11.0+cu113间接未知30
torch1.13.1间接未知28
torch2.8.0间接未知8
torch2.9.1间接未知4
transformers4.18.0间接未知50
transformers4.20.0间接未知50
transformers4.52.4间接未知22
wheel0.45.1间接未知2

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "tensorrt",
        "nvidia",
        "deep-learning",
        "inference",
        "gpu-acceleration"
      ],
      "is_fork": false,
      "size_kb": 144933,
      "has_wiki": false,
      "homepage": "https://developer.nvidia.com/tensorrt",
      "languages": {
        "C": 20527,
        "C++": 247597953,
        "Cuda": 771403,
        "HTML": 60248,
        "CMake": 176616,
        "Shell": 23080,
        "Python": 3318529,
        "Makefile": 9329,
        "Batchfile": 2731,
        "PureBasic": 388,
        "Dockerfile": 30451,
        "PowerShell": 162,
        "Jupyter Notebook": 603346
      },
      "pushed_at": "2026-07-07T20:42:11Z",
      "created_at": "2019-05-02T22:02:08Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T03:14:15Z",
      "description": "NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "C++",
      "significant_languages": [
        "C++"
      ]
    },
    "owner": {
      "blog": "https://nvidia.com",
      "name": "NVIDIA Corporation",
      "type": "Organization",
      "login": "NVIDIA",
      "company": null,
      "location": "2788 San Tomas Expressway, Santa Clara, CA, 95051",
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                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://developer.nvidia.com/tensorrt",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "5 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "critical",
        "name": "Security",
        "value": 21,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dependency_lockfiles"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "source": "file_signals",
              "lockfiles": [],
              "manifests": [
                "python/requirements.txt"
              ],
              "has_codeql_workflow": false,
              "has_security_policy": false,
              "has_dependabot_config": false
            },
            "components": [
              {
                "key": "security_policy_security_md",
                "name": "Security policy (SECURITY.md)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 30
              },
              {
                "key": "dependabot_config",
                "name": "Dependabot config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "dependency_lockfiles",
                "name": "Dependency lockfiles",
                "detail": "published library — lockfiles are an application concern, not expected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "lockfiles_not_expected",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "codeql_workflow",
                "name": "CodeQL workflow",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 75 resolved dependencies against OSV; 50 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 75
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 50
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 744,
              "affected_packages": 29,
              "assessed_packages": 75,
              "unassessed_packages": 50,
              "affected_by_severity": "critical 8, high 7, moderate 2, unknown 12",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 75,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 6
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 54,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 86,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "quickstart/Makefile",
                "quickstart/SemanticSegmentation/Makefile",
                "tools/Polygraphy/Makefile",
                "tools/onnx-graphsurgeon/Makefile",
                "tools/polygraphy-extension-trtexec/Makefile",
                "tools/pytorch-quantization/docs/Makefile",
                "tools/tensorflow-quantization/docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "quickstart/Makefile, quickstart/SemanticSegmentation/Makefile, tools/Polygraphy/Makefile, tools/onnx-graphsurgeon/Makefile, tools/polygraphy-extension-trtexec/Makefile, tools/pytorch-quantization/docs/Makefile, tools/tensorflow-quantization/docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "quickstart/Makefile, quickstart/SemanticSegmentation/Makefile, tools/Polygraphy/Makefile, tools/onnx-graphsurgeon/Makefile, tools/polygraphy-extension-trtexec/Makefile, tools/pytorch-quantization/docs/Makefile, tools/tensorflow-quantization/docs/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".pylintrc",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".pylintrc"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "C++ (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "primary_language": "C++",
              "largest_source_bytes": 3041274,
              "source_files_sampled": 1073,
              "oversized_source_files": 199
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C++ (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "199/1073 source files over 60KB",
                "points": 44.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1073,
                      "oversized": 199
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks",
                "samples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks, samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks, samples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "pypi package 'pytorch_quantization' points at a different repository (https://github.com/NVIDIA); excluded from ecosystem scoring",
    "Could not fetch pypi package 'tensorflow_quantization' from its registry",
    "Advisory severity resolved for 120 of 422 advisories (lookup cap); the remainder are reported as unknown severity",
    "OpenSSF Scorecard did not return a usable result (2026/07/21 04:41:52 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T04:42:50.437293Z",
  "schema_version": "0.17.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/n/NVIDIA/TensorRT.svg",
  "full_name": "NVIDIA/TensorRT",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.17.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计PyPI.