From 3a91ca237f4d44cfd4d66417131337de982390ce Mon Sep 17 00:00:00 2001 From: juncaipeng <52520497+juncaipeng@users.noreply.github.com> Date: Fri, 7 Feb 2020 09:17:08 +0800 Subject: [PATCH] Upgrade docs by Markdown+ GitHub + ReadtheDocs (#2820) * add docs --- .gitignore | 1 + docs/advanced_user_guides/index.rst | 0 docs/api_reference/index.rst | 0 docs/benchmark/benchmark.md | 147 +++++++++++++++++++++ docs/benchmark/benchmark_tools.md | 187 +++++++++++++++++++++++++++ docs/benchmark/index.rst | 0 docs/conf.py | 174 +++++++++++++++++++++++++ docs/develop_guides/index.rst | 0 docs/images/architecture.png | Bin 0 -> 204719 bytes docs/index.rst | 57 ++++++++ docs/installation/source_compile.md | 7 + docs/introduction/architecture.md | 94 ++++++++++++++ docs/introduction/tech_highlights.md | 44 +++++++ docs/make.bat | 35 +++++ docs/paddle_mobile/index.rst | 0 docs/requirements.txt | 4 + docs/user_guides/index.rst | 0 17 files changed, 750 insertions(+) create mode 100644 docs/advanced_user_guides/index.rst create mode 100644 docs/api_reference/index.rst create mode 100644 docs/benchmark/benchmark.md create mode 100644 docs/benchmark/benchmark_tools.md create mode 100644 docs/benchmark/index.rst create mode 100644 docs/conf.py create mode 100644 docs/develop_guides/index.rst create mode 100644 docs/images/architecture.png create mode 100644 docs/index.rst create mode 100644 docs/installation/source_compile.md create mode 100644 docs/introduction/architecture.md create mode 100644 docs/introduction/tech_highlights.md create mode 100644 docs/make.bat create mode 100644 docs/paddle_mobile/index.rst create mode 100644 docs/requirements.txt create mode 100644 docs/user_guides/index.rst diff --git a/.gitignore b/.gitignore index 9db2912c07..ed131bdbba 100644 --- a/.gitignore +++ b/.gitignore @@ -35,6 +35,7 @@ build/ build_fpga/ +docs/_build/ .idea/ diff --git a/docs/advanced_user_guides/index.rst b/docs/advanced_user_guides/index.rst new file mode 100644 index 0000000000..e69de29bb2 diff --git a/docs/api_reference/index.rst b/docs/api_reference/index.rst new file mode 100644 index 0000000000..e69de29bb2 diff --git a/docs/benchmark/benchmark.md b/docs/benchmark/benchmark.md new file mode 100644 index 0000000000..fc6e10d71a --- /dev/null +++ b/docs/benchmark/benchmark.md @@ -0,0 +1,147 @@ +# Benchmark 数据 + +可以参考[benchmark_tools](benchmark_tools),推荐**一键benchmark**。 + +## 测试环境 + +* 测试模型 + * fp32模型 + * mobilenet_v1 + * mobilenet_v2 + * squeezenet_v1.1 + * mnasnet + * shufflenet_v2 + + * int8模型 + * mobilenet_v1 + * mobilenet_v2 + * resnet50 + +* 测试机器(android ndk ndk-r17c) + * 骁龙855 + * xiaomi mi9, snapdragon 855 + * 4xA76(1@2.84GHz + 3@2.4GHz) + 4xA55@1.78GHz + + + * 骁龙845 + * xiaomi mi8, 845 + * 2.8GHz(大四核),1.7GHz(小四核) + + * 骁龙835 + * xiaomi mix2, snapdragon 835 + * 2.45GHz(大四核),1.9GHz(小四核) + + * 骁龙625 + * oppo R9s, snapdragon625 + * A53 x 8, big core@2.0GHz + + * 骁龙653 + * 360 N5, snapdragon 653 + * 4 x A73@2.0GHz + 4 x A53@1.4GHz + + * 麒麟970 + * HUAWEI Mate10 + +* 测试说明 + * branch: release/2.0.0 + * warmup=10, repeats=30,统计平均时间,单位是ms + * 当线程数为1时,```DeviceInfo::Global().SetRunMode```设置LITE_POWER_HIGH,否者设置LITE_POWER_NO_BIND + * 模型的输入图像的维度是{1, 3, 224, 224},输入图像的每一位数值是1 + +## 测试数据 + + +### fp32模型测试数据 + +#### paddlepaddle model + +骁龙855|armv7 | | |armv8 | | | +----| ---- | ---- | ---- | ---- |---- |---- +threads num|1 |2 |4 |1 |2 |4 +mobilenet_v1 |32.19 |18.81 |10.90 |30.92 |18.31 |10.15 +mobilenet_v2 |22.91 |13.75 |8.64 |21.15 |12.79 |7.84 +shufflenet_v2 |4.67 |3.37 |2.65 |4.43 |3.15 |2.66 +squeezenet_v1.1 |25.10 |15.93 |9.68 |23.28 |14.61 |8.71 +mnasnet |21.84 |13.14 |7.96 |19.61 |11.88 |7.55 + +骁龙835|armv7 | | |armv8 | | | +----| ---- | ---- | ---- | ---- |---- |---- +threads num|1 |2 |4 |1 |2 |4 +mobilenet_v1 |94.13 |52.17 |30.68 |88.28 |47.58 |26.64 +mobilenet_v2 |61.24 |34.64 |22.36 |56.66 |32.19 |19.63 +shufflenet_v2 |10.87 |6.92 |5.12 |10.41 |6.76 |4.97 +squeezenet_v1.1 |73.61 |42.25 |24.44 |64.87 |38.43 |23.06 +mnasnet |58.22 |33.43 |20.44 |53.43 |30.20 |18.09 + + +麒麟980|armv7 | | |armv8 | | | +----| ---- | ---- | ---- | ---- |---- |---- +threads num|1 |2 |4 |1 |2 |4 +mobilenet_v1 |55.11 |28.24 |13.27 |34.24 |17.74 |12.41 +mobilenet_v2 |37.03 |19.80 |51.94 |23.64 |12.98 |9.38 +shufflenet_v2 |7.26 |4.94 |15.06 |5.32 |3.33 |2.82 +squeezenet_v1.1 |42.73 |23.66 |57.39 |26.03 |14.53 |13.66 +mnasnet |36.87 |20.15 |46.04 |21.85 |12.06 |8.68 + +麒麟970|armv7 | | |armv8 | | | +----| ---- | ---- | ---- | ---- |---- |---- +threads num|1 |2 |4 |1 |2 |4 +mobilenet_v1 |97.80 |52.64 |34.46 |94.51 |49.36 |28.43 +mobilenet_v2 |66.55 |38.52 |23.19 |62.89 |34.93 |21.53 +shufflenet_v2 |13.78 |8.11 |5.93 |11.95 |7.90 |5.91 +squeezenet_v1.1 |77.64 |43.67 |25.72 |69.91 |40.66 |24.62 +mnasnet |61.86 |34.62 |22.68 |59.61 |32.79 |19.56 + +#### caffe model + +骁龙855|armv7 | | |armv8 | | | +----| ---- | ---- | ---- | ---- |---- |----| +threads num|1 |2 |4 |1 |2 |4 | +mobilenet_v1 |32.42 |18.68 |10.86 |30.92 |18.35 |10.07 | +mobilenet_v2 |29.53 |17.76 |10.89 |27.19 |16.53 |9.75 | +shufflenet_v2 |4.61 |3.29 |2.61 |4.36 |3.11 |2.51 | + + +骁龙835|armv7 | | |armv8 | | | +----| ---- | ---- | ---- | ---- |---- |----| +threads num|1 |2 |4 |1 |2 |4 | +mobilenet_v1 |92.52 |52.34 |30.37 |88.31 |49.75 |27.29 | +mobilenet_v2 |79.50 |45.67 |28.79 |76.13 |44.01 |26.13 | +shufflenet_v2 |10.94 |7.08 |5.16 |10.64 |6.83 |5.01 | + + +麒麟980|armv7 | | |armv8 | | | +----| ---- | ---- | ---- | ---- |---- |----| +threads num|1 |2 |4 |1 |2 |4 | +mobilenet_v1 |55.36 |28.18 |13.31 |34.42 |17.93 |12.52 | +mobilenet_v2 |49.17 |26.10 |65.49 |30.50 |16.66 |11.72 | +shufflenet_v2 |8.45 |5.00 |15.65 |4.58 |3.14 |2.83 | + + +麒麟970|armv7 | | |armv8 | | | +----| ---- | ---- | ---- | ---- |---- |----| +threads num|1 |2 |4 |1 |2 |4 | +mobilenet_v1 |97.85 |53.38 |33.85 |94.29 |49.42 |28.29 | +mobilenet_v2 |87.40 |50.25 |31.85 |85.55 |48.11 |28.24 | +shufflenet_v2 |12.16 |8.39 |6.21 |12.21 |8.33 |6.32 | + +#### int8量化模型测试数据 + +骁龙855|armv7 | | |armv8 | | | +----| ---- | ---- | ---- | ---- |---- |----| +threads num|1 |2 |4 |1 |2 |4 | +mobilenet_v1 |36.80 |21.58 |11.12 | 14.01 |8.13 |4.32 | +mobilenet_v2 |28.72 |19.08 |12.49 | 17.24 |11.55 |7.82 | + +骁龙835|armv7 | | |armv8 | | | +----| ---- | ---- | ---- | ---- |---- |----| +threads num|1 |2 |4 |1 |2 |4 | +mobilenet_v1 |60.76 |32.25 |16.66 |56.57 |29.84 |15.24 | +mobilenet_v2 |49.38 |31.10 |22.07 |47.52 |28.18 |19.24 | + + +麒麟970|armv7 | | |armv8 | | | +----| ---- | ---- | ---- | ---- |---- |----| +threads num|1 |2 |4 |1 |2 |4 | +mobilenet_v1 |65.95 |34.39 |18.68 |60.86 |30.98 |16.31 | +mobilenet_v2 |68.87 |39.39 |24.43 |65.57 |37.31 |20.87 | diff --git a/docs/benchmark/benchmark_tools.md b/docs/benchmark/benchmark_tools.md new file mode 100644 index 0000000000..60341762b7 --- /dev/null +++ b/docs/benchmark/benchmark_tools.md @@ -0,0 +1,187 @@ +# Benchmark 测试方法 + +本文将会介绍,在**Ubuntu:16.04交叉编译环境**下,用安卓手机在终端测试Paddle-Lite的性能,并介绍两种Benchmark方法: + +1. **一键Benchmark**:适用于想快速获得常见模型性能的用户,下载预编译好的benchmark可执行文件; +2. **逐步Benchmark**:将**一键Benchmark**流程拆解讲解。 + +## 环境准备 + +1. 准备[adb](https://developer.android.com/studio/command-line/adb)等必备软件: +```shell +sudo apt update +sudo apt install -y wget adb +``` +2. 检查手机与电脑连接。安卓手机USB连上电脑,打开设置 -> 开启开发者模式 -> 开启USB调试 -> 允许(授权)当前电脑调试手机; +3. 在电脑终端输入`adb devices`命令,查看当前连接到的设备: +```shell +adb devices +``` +命令成功执行,显示结果类似下面(序列码略有不同): +```shell +List of devices attached +712QSDSEMMS7C device +``` + +## 一. 一键Benchmark + +执行以下命令,完成Benchmark: + +```shell +wget -c https://paddle-inference-dist.bj.bcebos.com/PaddleLite/benchmark_0/run_benchmark.sh +sh run_benchmark.sh +``` + +该`run_benchmark.sh`脚本会: + +1. 下载模型,并上传手机:包含mobilenetv1/v2、shufflenetv2、squeezenetv1.1、mnasnet; +2. 下载pre-built android-armv7和android-armv8的可执行文件,并上传手机:`benchmark_bin_v7`和`benchmark_bin_v8`; +3. 自动执行另一个脚本`benchmark.sh`(多台手机连接USB,请在`benchmark.sh`脚本中对`adb`命令后加上测试手机的`serial number`); +4. 从手机下载benchmark结果`result_armv7.txt`和`result_armv8.txt`,到当前目录,并显示Benchmark结果。 + +## 二. 逐步Benchmark + +### 1. 获取benchmark可执行文件 + +benchmark_bin文件可以测试PaddleLite的性能,有下面两种方式获得。 + +#### 方式一:下载benchmark_bin可执行文件 + +```shell +# Download benchmark_bin for android-armv7 +wget -c https://paddle-inference-dist.bj.bcebos.com/PaddleLite/benchmark_0/benchmark_bin_v7 + +# Download benchmark_bin for android-armv8 +wget -c https://paddle-inference-dist.bj.bcebos.com/PaddleLite/benchmark_0/benchmark_bin_v8 +``` + +#### 方式二:由源码编译benchmark_bin文件 + +根据[源码编译](../source_compile)准备编译环境,拉取PaddleLite最新release发布版代码,并在仓库根目录下,执行: + +```shell +########################################### +# Build benchmark_bin for android-armv7 # +########################################### +./lite/tools/ci_build.sh \ + --arm_os="android" \ + --arm_abi="armv7" \ + --arm_lang="gcc " \ + build_arm + +# `benchmark_bin` 在: /build.lite.android.armv7.gcc/lite/api/benchmark_bin + +########################################### +# Build benchmark_bin for android-armv8 # +########################################### +./lite/tools/ci_build.sh \ + --arm_os="android" \ + --arm_abi="armv8" \ + --arm_lang="gcc " \ + build_arm + +# `benchmark_bin` 在: /build.lite.android.armv8.gcc/lite/api/benchmark_bin +``` + +> **注意**:为了避免在docker内部访问不到手机的问题,建议编译得到benchmark_bin后退出到docker外面,并且将benchmark_bin文件拷贝到一个临时目录。然后在该临时目录下,按照下面步骤下载模型、拷贝脚本、测试。 + +### 2. 准备模型 + +PaddleLite为Benchmark准备好了[常见Benchmark模型](https://paddle-inference-dist.bj.bcebos.com/PaddleLite/benchmark_0/benchmark_models.tgz)。 + +执行以下命令,下载常见Benchmark模型并解压: + +```shell +wget -c https://paddle-inference-dist.bj.bcebos.com/PaddleLite/benchmark_0/benchmark_models.tgz +tar zxvf benchmark_models.tgz +``` + +如果测试其他模型,请将模型文件放到 `benchmark_models` 文件夹中。 + +### 3. benchmark.sh脚本 + +benchmark测试的执行脚本`benchmark.sh` 位于源码中的`/PaddleLite/lite/tools/benchmark.sh`位置,测试时需要将`benchmark.sh`、 `benchmark_bin` 、 `benchmark_models` 文件复制到同一目录下。 + +### 4. 测试 + +从终端进入benchmark.sh、可执行文件(benchmark_bin_v7、benchmark_bin_v8)和模型文件(benchmark_models)所在文件夹。 + +如果 `benchmark_models` 中所有模型文件都已经使用 `model_optimize_tool` 进行转换,则使用 benchmark.sh 脚本执行如下命令进行测试: + +```shell +# Benchmark for android-armv7 +sh benchmark.sh ./benchmark_bin_v7 ./benchmark_models result_armv7.txt + +# Benchmark for android-armv8 +sh benchmark.sh ./benchmark_bin_v8 ./benchmark_models result_armv8.txt +``` + +如果 `benchmark_models` 中所有模型文件都没有使用 `model_optimize_tool` 进行转换,则执行下面的命令。`benchmark_bin` 会首先转换模型,然后加载模型进行测试。 + +```shell +# Benchmark for android-armv7 +sh benchmark.sh ./benchmark_bin_v7 ./benchmark_models result_armv7.txt true + +# Benchmark for android-armv8 +sh benchmark.sh ./benchmark_bin_v8 ./benchmark_models result_armv8.txt true +``` + +测试结束后,armv7和armv8的结果,分别保存在当前目录下的`result_armv7.txt`和`result_armv8.txt`文件中。 + +**查看测试结果** + +在当前目录的`result_armv7.txt`和`result_armv8.txt`文件,查看测试结果。 + +> 不同手机,不同版本,测试模型的性能数据不同。 + +```shell +run benchmark armv7 +-------------------------------------- +PaddleLite Benchmark +Threads=1 Warmup=10 Repeats=30 +-- mnasnet avg = 159.8427 ms +-- mobilenet_v1 avg = 235.0072 ms +-- mobilenet_v2 avg = 173.0387 ms +-- shufflenet_v2 avg = 76.0040 ms +-- squeezenet_v11 avg = 164.2957 ms + +Threads=2 Warmup=10 Repeats=30 +-- mnasnet avg = 83.1287 ms +-- mobilenet_v1 avg = 121.6029 ms +-- mobilenet_v2 avg = 86.6175 ms +-- shufflenet_v2 avg = 41.5761 ms +-- squeezenet_v11 avg = 87.8678 ms + +Threads=4 Warmup=10 Repeats=30 +-- mnasnet avg = 73.3880 ms +-- mobilenet_v1 avg = 119.0739 ms +-- mobilenet_v2 avg = 85.3050 ms +-- shufflenet_v2 avg = 38.0762 ms +-- squeezenet_v11 avg = 64.2201 ms +-------------------------------------- + +run benchmark armv8 +-------------------------------------- +PaddleLite Benchmark +Threads=1 Warmup=10 Repeats=30 +-- mnasnet avg = 165.3073 ms +-- mobilenet_v1 avg = 306.0188 ms +-- mobilenet_v2 avg = 195.1884 ms +-- shufflenet_v2 avg = 99.3692 ms +-- squeezenet_v11 avg = 156.6971 ms + +Threads=2 Warmup=10 Repeats=30 +-- mnasnet avg = 90.2290 ms +-- mobilenet_v1 avg = 157.0007 ms +-- mobilenet_v2 avg = 118.1607 ms +-- shufflenet_v2 avg = 68.6804 ms +-- squeezenet_v11 avg = 91.3090 ms + +Threads=4 Warmup=10 Repeats=30 +-- mnasnet avg = 179.9730 ms +-- mobilenet_v1 avg = 204.0684 ms +-- mobilenet_v2 avg = 181.6486 ms +-- shufflenet_v2 avg = 123.2728 ms +-- squeezenet_v11 avg = 412.9046 ms +-------------------------------------- +``` diff --git a/docs/benchmark/index.rst b/docs/benchmark/index.rst new file mode 100644 index 0000000000..e69de29bb2 diff --git a/docs/conf.py b/docs/conf.py new file mode 100644 index 0000000000..bf4d1f6d49 --- /dev/null +++ b/docs/conf.py @@ -0,0 +1,174 @@ +# -*- coding: utf-8 -*- +# +# Configuration file for the Sphinx documentation builder. +# +# This file does only contain a selection of the most common options. For a +# full list see the documentation: +# http://www.sphinx-doc.org/en/master/config + +# -- Path setup -------------------------------------------------------------- + +# If extensions (or modules to document with autodoc) are in another directory, +# add these directories to sys.path here. If the directory is relative to the +# documentation root, use os.path.abspath to make it absolute, like shown here. +# +import os +import sys +#sys.path.insert(0, os.path.abspath('.')) + +import sphinx_rtd_theme +from recommonmark.parser import CommonMarkParser +from recommonmark.transform import AutoStructify + +# -- Project information ----------------------------------------------------- + +project = u'Paddle-Lite' +copyright = u'2020, Paddle-Lite Developer' +author = u'Paddle-Lite Developer' + +# The short X.Y version +version = u'latest' +# The full version, including alpha/beta/rc tags +release = u'' + + +# -- General configuration --------------------------------------------------- + +# If your documentation needs a minimal Sphinx version, state it here. +# +# needs_sphinx = '1.0' + +# Add any Sphinx extension module names here, as strings. They can be +# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom +# ones. +extensions = ['recommonmark'] + +# Add any paths that contain templates here, relative to this directory. +templates_path = ['_templates'] + +# The suffix(es) of source filenames. +# You can specify multiple suffix as a list of string: +# +source_suffix = ['.rst', '.md'] + +# The master toctree document. +master_doc = 'index' + +# The language for content autogenerated by Sphinx. Refer to documentation +# for a list of supported languages. +# +# This is also used if you do content translation via gettext catalogs. +# Usually you set "language" from the command line for these cases. +language = None + +# List of patterns, relative to source directory, that match files and +# directories to ignore when looking for source files. +# This pattern also affects html_static_path and html_extra_path. +exclude_patterns = [u'_build', 'Thumbs.db', '.DS_Store'] + +# The name of the Pygments (syntax highlighting) style to use. +pygments_style = None + + +# -- Options for HTML output ------------------------------------------------- + +# The theme to use for HTML and HTML Help pages. See the documentation for +# a list of builtin themes. +# +html_theme = 'sphinx_rtd_theme' + +# Theme options are theme-specific and customize the look and feel of a theme +# further. For a list of options available for each theme, see the +# documentation. +# +# html_theme_options = {} + +# Add any paths that contain custom static files (such as style sheets) here, +# relative to this directory. They are copied after the builtin static files, +# so a file named "default.css" will overwrite the builtin "default.css". +html_static_path = ['_static'] + +# Custom sidebar templates, must be a dictionary that maps document names +# to template names. +# +# The default sidebars (for documents that don't match any pattern) are +# defined by theme itself. Builtin themes are using these templates by +# default: ``['localtoc.html', 'relations.html', 'sourcelink.html', +# 'searchbox.html']``. +# +# html_sidebars = {} + + +# -- Options for HTMLHelp output --------------------------------------------- + +# Output file base name for HTML help builder. +htmlhelp_basename = 'Paddle-Litedoc' + + +# -- Options for LaTeX output ------------------------------------------------ + +latex_elements = { + # The paper size ('letterpaper' or 'a4paper'). + # + # 'papersize': 'letterpaper', + + # The font size ('10pt', '11pt' or '12pt'). + # + # 'pointsize': '10pt', + + # Additional stuff for the LaTeX preamble. + # + # 'preamble': '', + + # Latex figure (float) alignment + # + # 'figure_align': 'htbp', +} + +# Grouping the document tree into LaTeX files. List of tuples +# (source start file, target name, title, +# author, documentclass [howto, manual, or own class]). +latex_documents = [ + (master_doc, 'Paddle-Lite.tex', u'Paddle-Lite Documentation', + u'Paddle-Lite Developer', 'manual'), +] + + +# -- Options for manual page output ------------------------------------------ + +# One entry per manual page. List of tuples +# (source start file, name, description, authors, manual section). +man_pages = [ + (master_doc, 'paddle-lite', u'Paddle-Lite Documentation', + [author], 1) +] + + +# -- Options for Texinfo output ---------------------------------------------- + +# Grouping the document tree into Texinfo files. List of tuples +# (source start file, target name, title, author, +# dir menu entry, description, category) +texinfo_documents = [ + (master_doc, 'Paddle-Lite', u'Paddle-Lite Documentation', + author, 'Paddle-Lite', 'One line description of project.', + 'Miscellaneous'), +] + + +# -- Options for Epub output ------------------------------------------------- + +# Bibliographic Dublin Core info. +epub_title = project + +# The unique identifier of the text. 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Make sure you have Sphinx + echo.installed, then set the SPHINXBUILD environment variable to point + echo.to the full path of the 'sphinx-build' executable. Alternatively you + echo.may add the Sphinx directory to PATH. + echo. + echo.If you don't have Sphinx installed, grab it from + echo.http://sphinx-doc.org/ + exit /b 1 +) + +%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% +goto end + +:help +%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% + +:end +popd diff --git a/docs/paddle_mobile/index.rst b/docs/paddle_mobile/index.rst new file mode 100644 index 0000000000..e69de29bb2 diff --git a/docs/requirements.txt b/docs/requirements.txt new file mode 100644 index 0000000000..f11fa32f6f --- /dev/null +++ b/docs/requirements.txt @@ -0,0 +1,4 @@ +sphinx +recommonmark +sphinx_markdown_tables +sphinx_rtd_theme diff --git a/docs/user_guides/index.rst b/docs/user_guides/index.rst new file mode 100644 index 0000000000..e69de29bb2 -- GitLab