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site_name: MLPerf Inference Documentation
repo_url: https://github.com/mlcommons/inference
site_url: https://docs.mlcommons.org/inference
theme:
name: material
logo: img/logo_v2.svg
favicon: img/logo_v2.svg
palette:
primary: deep purple
accent: green
features:
- content.tabs.link
- content.code.copy
- navigation.expand
- navigation.indexes
- navigation.sections
- navigation.instant
- navigation.tabs
- navigation.path
- navigation.tabs.sticky
- navigation.top
- navigation.prune
- toc.follow
nav:
- Home:
- index.md
- Image Classification:
- ResNet50: benchmarks/image_classification/resnet50.md
- Text to Image:
- Stable Diffusion:
- Run Commands: benchmarks/text_to_image/sdxl.md
- External Use:
- SCC24 Guide: benchmarks/text_to_image/reproducibility/scc24.md
- 2D Object Detection:
- RetinaNet: benchmarks/object_detection/retinanet.md
- Yolo: benchmarks/object_detection/yolo.md
- Automotive:
- 3D Object Detection:
- PointPainting: benchmarks/automotive/3d_object_detection/pointpainting.md
- Medical Imaging:
- 3d-unet: benchmarks/medical_imaging/3d-unet.md
- Language Processing:
- Bert-Large: benchmarks/language/bert.md
- GPT-J: benchmarks/language/gpt-j.md
- LLAMA2-70B:
- Run Commands: benchmarks/language/llama2-70b.md
- External Use:
- SCC25 Guide: benchmarks/language/scc25_guide/scc25.md
- LLAMA3-405B: benchmarks/language/llama3_1-405b.md
- LLAMA3-8B: benchmarks/language/llama3_1-8b.md
- MIXTRAL-8x7B: benchmarks/language/mixtral-8x7b.md
- DeepSeek-R1: benchmarks/language/deepseek-r1.md
- Recommendation:
- DLRM-v2: benchmarks/recommendation/dlrm-v2.md
- Graph Neural Networks:
- R-GAT: benchmarks/graph/rgat.md
- Speech to Text:
- Whisper: benchmarks/speech_to_text/whisper.md
- Install MLCFlow:
- install/index.md
- Submission:
- Submission Guide: submission/index.md
- Automated Submission CLI: submission/submission-cli.md
- Power:
- power/index.md
- Release Notes:
- What's New: changelog/index.md
- Changelog: changelog/changelog.md
markdown_extensions:
- pymdownx.tasklist:
custom_checkbox: true
- pymdownx.details
- admonition
- attr_list
- def_list
- footnotes
- pymdownx.superfences:
custom_fences:
- name: mermaid
class: mermaid
format: !!python/name:pymdownx.superfences.fence_code_format
- pymdownx.tabbed:
alternate_style: true
- toc:
permalink: true
plugins:
- search
- macros
- site-urls
- redirects:
redirect_maps:
'benchmarks/index.md': 'index.md'
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