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site_name: Windows ML CLI
site_description: A CLI toolkit to build portable, performant, and high-quality models for Windows ML.
site_url: https://microsoft.github.io/winml-cli/
repo_url: https://github.com/microsoft/winml-cli
repo_name: microsoft/winml-cli
edit_uri: edit/main/docs/
docs_dir: docs
exclude_docs: |
/design/
/naming-convention.md
/pytest-best-practices.md
extra:
version:
provider: mike
default: latest
extra_css:
- stylesheets/extra.css
theme:
name: material
features:
- navigation.instant
- navigation.tracking
- navigation.tabs
- navigation.sections
- navigation.top
- content.code.copy
- content.action.edit
- toc.follow
- search.suggest
- search.highlight
palette:
- media: "(prefers-color-scheme: light)"
scheme: default
primary: indigo
accent: indigo
toggle:
icon: material/brightness-7
name: Switch to dark mode
- media: "(prefers-color-scheme: dark)"
scheme: slate
primary: indigo
accent: indigo
toggle:
icon: material/brightness-4
name: Switch to light mode
plugins:
- search
- mike:
version_selector: true
css_dir: css
javascript_dir: js
markdown_extensions:
- admonition
- attr_list
- md_in_html
- tables
- toc:
permalink: true
- pymdownx.details
- pymdownx.highlight:
anchor_linenums: true
line_spans: __span
pygments_lang_class: true
- pymdownx.inlinehilite
- pymdownx.snippets
- pymdownx.superfences:
custom_fences:
- name: mermaid
class: mermaid
format: !!python/name:pymdownx.superfences.fence_code_format
- pymdownx.tabbed:
alternate_style: true
- pymdownx.tasklist:
custom_checkbox: true
nav:
- Home: index.md
- Getting Started:
- Installation: getting-started/installation.md
- Quickstart: getting-started/quickstart.md
- UI Quickstart: getting-started/ui-quickstart.md
- Use with AI Agent: getting-started/agent-skill.md
- Concepts:
- Fundamentals:
- How winml-cli works: concepts/how-it-works.md
- Graph and IR: concepts/graphs-and-ir.md
- Weight and Activation: concepts/weight-and-activation.md
- Datatype and Quantization: concepts/quantization.md
- EP and Device: concepts/eps-and-devices.md
- WinML CLI:
- Load and export: concepts/load-and-export.md
- Primitives and pipeline: concepts/primitives-and-pipeline.md
- Analyze and optimize: concepts/analyze-and-optimize.md
- Compile and EPContext: concepts/compile-and-epcontext.md
- Perf and monitoring: concepts/perf-and-monitoring.md
- Eval and datasets: concepts/eval-and-datasets.md
- Config and build: concepts/config-and-build.md
- Commands:
- Overview: commands/overview.md
- Discover:
- sys: commands/sys.md
- inspect: commands/inspect.md
- catalog: commands/catalog.md
- Configure:
- config: commands/config.md
- Build:
- export: commands/export.md
- analyze: commands/analyze.md
- optimize: commands/optimize.md
- quantize: commands/quantize.md
- compile: commands/compile.md
- build: commands/build.md
- Measure:
- perf: commands/perf.md
- eval: commands/eval.md
- Samples:
- BERT — Config + Build + Perf: samples/bert-config-build.md
- CLIP — Composite Models: samples/clip-composite.md
- Tutorials:
- Overview: tutorials/index.md
- Hugging Face Model to NPU: tutorials/npu-convnext.md
- Bring Your Own ONNX Model: tutorials/build-from-onnx.md
- Reference:
- Config Schema: reference/index.md
- Output Layout: reference/output-layout.md
- Supported Models: reference/supported-models.md
- Python API: reference/python-api.md
- Troubleshooting: troubleshooting.md
- Contributing: contributing.md
- Privacy: Privacy.md