+- [Motivation](./README.md#motivation) +- [AIStudio Tutorial](./README.md#aistuio-tutorial) +- [Installation](./README.md#installation) +- [Quick Start Example](./README.md#quick-start-example) +- [Document](README.md#document) +- [Community](README.md#community) +
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- -``` shell -> python -m paddle_serving_app.package --get_model resnet_v2_50_imagenet -> tar -xzf resnet_v2_50_imagenet.tar.gz -> python resnet50_imagenet_classify.py resnet50_serving_model & -> curl -H "Content-Type:application/json" -X POST -d '{"feed":[{"image": "https://paddle-serving.bj.bcebos.com/imagenet-example/daisy.jpg"}], "fetch": ["score"]}' http://127.0.0.1:9292/image/prediction -{"result":{"label":["daisy"],"prob":[0.9341403245925903]}} +Select the url link of the corresponding GPU environment and install it. For example, for Python2.7 users of Cuda 9.0, please select `cp27-cp27mu` and +The url corresponding to `cuda9.0_cudnn7-mkl`, copy it and run +``` +pip install https://paddle-wheel.bj.bcebos.com/2.0.0-gpu-cuda9-cudnn7-mkl/paddlepaddle_gpu-2.0.0.post90-cp27-cp27mu-linux_x86_64.whl ``` +If it is other environment and Python version, please find the corresponding link in the table and install it with pip. +For **Windows Users**, please read the document [Paddle Serving for Windows Users](./doc/WINDOWS_TUTORIAL.md)
+ + +- [动机](./README_CN.md#动机) +- [教程](./README_CN.md#教程) +- [安装](./README_CN.md#安装) +- [快速开始示例](./README_CN.md#快速开始示例) +- [文档](README_CN.md#文档) +- [社区](README_CN.md#社区) +
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+**注意**： 如果您的Cuda版本不是10.2，请勿直接执行上述命令，需要参考[Paddle官方文档-多版本whl包列表](https://www.paddlepaddle.org.cn/documentation/docs/zh/install/Tables.html#whl-release) -``` shell -> python -m paddle_serving_app.package --get_model resnet_v2_50_imagenet -> tar -xzf resnet_v2_50_imagenet.tar.gz -> python resnet50_imagenet_classify.py resnet50_serving_model & -> curl -H "Content-Type:application/json" -X POST -d '{"feed":[{"image": "https://paddle-serving.bj.bcebos.com/imagenet-example/daisy.jpg"}], "fetch": ["score"]}' http://127.0.0.1:9292/image/prediction -{"result":{"label":["daisy"],"prob":[0.9341403245925903]}} +选择相应的GPU环境的url链接并进行安装，例如Cuda 9.0的Python2.7用户，请选择表格当中的`cp27-cp27mu`和`cuda9.0_cudnn7-mkl`对应的url，复制下来并执行 +``` +pip install https://paddle-wheel.bj.bcebos.com/2.0.0-gpu-cuda9-cudnn7-mkl/paddlepaddle_gpu-2.0.0.post90-cp27-cp27mu-linux_x86_64.whl ``` +如果是其他环境和Python版本，请在表格中找到对应的链接并用pip安装。 + +对于**Windows 10 用户**，请参考文档[Windows平台使用Paddle Serving指导](./doc/WINDOWS_TUTORIAL_CN.md)。
and, which are strings +# you would put in $PS1 before and after the status string +# generated by the git-prompt machinery. e.g. +# Bash: PROMPT_COMMAND='__git_ps1 "\u@\h:\w" "\\\$ "' +# will show username, at-sign, host, colon, cwd, then +# various status string, followed by dollar and SP, as +# your prompt. +# ZSH: precmd () { __git_ps1 "%n" ":%~$ " "|%s" } +# will show username, pipe, then various status string, +# followed by colon, cwd, dollar and SP, as your prompt. +# Optionally, you can supply a third argument with a printf +# format string to finetune the output of the branch status +# +# The repository status will be displayed only if you are currently in a +# git repository. The %s token is the placeholder for the shown status. +# +# The prompt status always includes the current branch name. +# +# In addition, if you set GIT_PS1_SHOWDIRTYSTATE to a nonempty value, +# unstaged (*) and staged (+) changes will be shown next to the branch +# name. You can configure this per-repository with the +# bash.showDirtyState variable, which defaults to true once +# GIT_PS1_SHOWDIRTYSTATE is enabled. +# +# You can also see if currently something is stashed, by setting +# GIT_PS1_SHOWSTASHSTATE to a nonempty value. If something is stashed, +# then a '$' will be shown next to the branch name. +# +# If you would like to see if there're untracked files, then you can set +# GIT_PS1_SHOWUNTRACKEDFILES to a nonempty value. If there're untracked +# files, then a '%' will be shown next to the branch name. You can +# configure this per-repository with the bash.showUntrackedFiles +# variable, which defaults to true once GIT_PS1_SHOWUNTRACKEDFILES is +# enabled. +# +# If you would like to see the difference between HEAD and its upstream, +# set GIT_PS1_SHOWUPSTREAM="auto". A "<" indicates you are behind, ">" +# indicates you are ahead, "<>" indicates you have diverged and "=" +# indicates that there is no difference. You can further control +# behaviour by setting GIT_PS1_SHOWUPSTREAM to a space-separated list +# of values: +# +# verbose show number of commits ahead/behind (+/-) upstream +# legacy don't use the '--count' option available in recent +# versions of git-rev-list +# git always compare HEAD to @{upstream} +# svn always compare HEAD to your SVN upstream +# +# By default, __git_ps1 will compare HEAD to your SVN upstream if it can +# find one, or @{upstream} otherwise. Once you have set +# GIT_PS1_SHOWUPSTREAM, you can override it on a per-repository basis by +# setting the bash.showUpstream config variable. +# +# If you would like to see more information about the identity of +# commits checked out as a detached HEAD, set GIT_PS1_DESCRIBE_STYLE +# to one of these values: +# +# contains relative to newer annotated tag (v1.6.3.2~35) +# branch relative to newer tag or branch (master~4) +# describe relative to older annotated tag (v1.6.3.1-13-gdd42c2f) +# default exactly matching tag +# +# If you would like a colored hint about the current dirty state, set +# GIT_PS1_SHOWCOLORHINTS to a nonempty value. The colors are based on +# the colored output of "git status -sb" and are available only when +# using __git_ps1 for PROMPT_COMMAND or precmd. + +# stores the divergence from upstream in $p +# used by GIT_PS1_SHOWUPSTREAM +__git_ps1_show_upstream () +{ + local key value + local svn_remote svn_url_pattern count n + local upstream=git legacy="" verbose="" + + svn_remote=() + # get some config options from git-config + local output="$(git config -z --get-regexp '^(svn-remote\..*\.url|bash\.showupstream)$' 2>/dev/null | tr '\0\n' '\n ')" + while read -r key value; do + case "$key" in + bash.showupstream) + GIT_PS1_SHOWUPSTREAM="$value" + if [[ -z "${GIT_PS1_SHOWUPSTREAM}" ]]; then + p="" + return + fi + ;; + svn-remote.*.url) + svn_remote[$((${#svn_remote[@]} + 1))]="$value" + svn_url_pattern+="\\|$value" + upstream=svn+git # default upstream is SVN if available, else git + ;; + esac + done <<< "$output" + + # parse configuration values + for option in ${GIT_PS1_SHOWUPSTREAM}; do + case "$option" in + git|svn) upstream="$option" ;; + verbose) verbose=1 ;; + legacy) legacy=1 ;; + esac + done + + # Find our upstream + case "$upstream" in + git) upstream="@{upstream}" ;; + svn*) + # get the upstream from the "git-svn-id: ..." in a commit message + # (git-svn uses essentially the same procedure internally) + local -a svn_upstream + svn_upstream=($(git log --first-parent -1 \ + --grep="^git-svn-id: \(${svn_url_pattern#??}\)" 2>/dev/null)) + if [[ 0 -ne ${#svn_upstream[@]} ]]; then + svn_upstream=${svn_upstream[${#svn_upstream[@]} - 2]} + svn_upstream=${svn_upstream%@*} + local n_stop="${#svn_remote[@]}" + for ((n=1; n <= n_stop; n++)); do + svn_upstream=${svn_upstream#${svn_remote[$n]}} + done + + if [[ -z "$svn_upstream" ]]; then + # default branch name for checkouts with no layout: + upstream=${GIT_SVN_ID:-git-svn} + else + upstream=${svn_upstream#/} + fi + elif [[ "svn+git" = "$upstream" ]]; then + upstream="@{upstream}" + fi + ;; + esac + + # Find how many commits we are ahead/behind our upstream + if [[ -z "$legacy" ]]; then + count="$(git rev-list --count --left-right \ + "$upstream"...HEAD 2>/dev/null)" + else + # produce equivalent output to --count for older versions of git + local commits + if commits="$(git rev-list --left-right "$upstream"...HEAD 2>/dev/null)" + then + local commit behind=0 ahead=0 + for commit in $commits + do + case "$commit" in + "<"*) ((behind++)) ;; + *) ((ahead++)) ;; + esac + done + count="$behind $ahead" + else + count="" + fi + fi + + # calculate the result + if [[ -z "$verbose" ]]; then + case "$count" in + "") # no upstream + p="" ;; + "0 0") # equal to upstream + p="=" ;; + "0 "*) # ahead of upstream + p=">" ;; + *" 0") # behind upstream + p="<" ;; + *) # diverged from upstream + p="<>" ;; + esac + else + case "$count" in + "") # no upstream + p="" ;; + "0 0") # equal to upstream + p=" u=" ;; + "0 "*) # ahead of upstream + p=" u+${count#0 }" ;; + *" 0") # behind upstream + p=" u-${count% 0}" ;; + *) # diverged from upstream + p=" u+${count#* }-${count% *}" ;; + esac + fi + +} + +# Helper function that is meant to be called from __git_ps1. It +# injects color codes into the appropriate gitstring variables used +# to build a gitstring. +__git_ps1_colorize_gitstring () +{ + if [[ -n ${ZSH_VERSION-} ]]; then + local c_red='%F{red}' + local c_green='%F{green}' + local c_lblue='%F{blue}' + local c_clear='%f' + else + # Using \[ and \] around colors is necessary to prevent + # issues with command line editing/browsing/completion! + local c_red='\[\e[31m\]' + local c_green='\[\e[32m\]' + local c_lblue='\[\e[1;34m\]' + local c_clear='\[\e[0m\]' + fi + local bad_color=$c_red + local ok_color=$c_green + local flags_color="$c_lblue" + + local branch_color="" + if [ $detached = no ]; then + branch_color="$ok_color" + else + branch_color="$bad_color" + fi + c="$branch_color$c" + + z="$c_clear$z" + if [ "$w" = "*" ]; then + w="$bad_color$w" + fi + if [ -n "$i" ]; then + i="$ok_color$i" + fi + if [ -n "$s" ]; then + s="$flags_color$s" + fi + if [ -n "$u" ]; then + u="$bad_color$u" + fi + r="$c_clear$r" +} + +# __git_ps1 accepts 0 or 1 arguments (i.e., format string) +# when called from PS1 using command substitution +# in this mode it prints text to add to bash PS1 prompt (includes branch name) +# +# __git_ps1 requires 2 or 3 arguments when called from PROMPT_COMMAND (pc) +# in that case it _sets_ PS1. The arguments are parts of a PS1 string. +# when two arguments are given, the first is prepended and the second appended +# to the state string when assigned to PS1. +# The optional third parameter will be used as printf format string to further +# customize the output of the git-status string. +# In this mode you can request colored hints using GIT_PS1_SHOWCOLORHINTS=true +__git_ps1 () +{ + local pcmode=no + local detached=no + local ps1pc_start='\u@\h:\w ' + local ps1pc_end='\$ ' + local printf_format=' (%s)' + + case "$#" in + 2|3) pcmode=yes + ps1pc_start="$1" + ps1pc_end="$2" + printf_format="${3:-$printf_format}" + ;; + 0|1) printf_format="${1:-$printf_format}" + ;; + *) return + ;; + esac + + local repo_info rev_parse_exit_code + repo_info="$(git rev-parse --git-dir --is-inside-git-dir \ + --is-bare-repository --is-inside-work-tree \ + --short HEAD 2>/dev/null)" + rev_parse_exit_code="$?" + + if [ -z "$repo_info" ]; then + if [ $pcmode = yes ]; then + #In PC mode PS1 always needs to be set + PS1="$ps1pc_start$ps1pc_end" + fi + return + fi + + local short_sha + if [ "$rev_parse_exit_code" = "0" ]; then + short_sha="${repo_info##*$'\n'}" + repo_info="${repo_info%$'\n'*}" + fi + local inside_worktree="${repo_info##*$'\n'}" + repo_info="${repo_info%$'\n'*}" + local bare_repo="${repo_info##*$'\n'}" + repo_info="${repo_info%$'\n'*}" + local inside_gitdir="${repo_info##*$'\n'}" + local g="${repo_info%$'\n'*}" + + local r="" + local b="" + local step="" + local total="" + if [ -d "$g/rebase-merge" ]; then + read b 2>/dev/null <"$g/rebase-merge/head-name" + read step 2>/dev/null <"$g/rebase-merge/msgnum" + read total 2>/dev/null <"$g/rebase-merge/end" + if [ -f "$g/rebase-merge/interactive" ]; then + r="|REBASE-i" + else + r="|REBASE-m" + fi + else + if [ -d "$g/rebase-apply" ]; then + read step 2>/dev/null <"$g/rebase-apply/next" + read total 2>/dev/null <"$g/rebase-apply/last" + if [ -f "$g/rebase-apply/rebasing" ]; then + read b 2>/dev/null <"$g/rebase-apply/head-name" + r="|REBASE" + elif [ -f "$g/rebase-apply/applying" ]; then + r="|AM" + else + r="|AM/REBASE" + fi + elif [ -f "$g/MERGE_HEAD" ]; then + r="|MERGING" + elif [ -f "$g/CHERRY_PICK_HEAD" ]; then + r="|CHERRY-PICKING" + elif [ -f "$g/REVERT_HEAD" ]; then + r="|REVERTING" + elif [ -f "$g/BISECT_LOG" ]; then + r="|BISECTING" + fi + + if [ -n "$b" ]; then + : + elif [ -h "$g/HEAD" ]; then + # symlink symbolic ref + b="$(git symbolic-ref HEAD 2>/dev/null)" + else + local head="" + if ! read head 2>/dev/null <"$g/HEAD"; then + if [ $pcmode = yes ]; then + PS1="$ps1pc_start$ps1pc_end" + fi + return + fi + # is it a symbolic ref? + b="${head#ref: }" + if [ "$head" = "$b" ]; then + detached=yes + b="$( + case "${GIT_PS1_DESCRIBE_STYLE-}" in + (contains) + git describe --contains HEAD ;; + (branch) + git describe --contains --all HEAD ;; + (describe) + git describe HEAD ;; + (* | default) + git describe --tags --exact-match HEAD ;; + esac 2>/dev/null)" || + + b="$short_sha..." + b="($b)" + fi + fi + fi + + if [ -n "$step" ] && [ -n "$total" ]; then + r="$r $step/$total" + fi + + local w="" + local i="" + local s="" + local u="" + local c="" + local p="" + + if [ "true" = "$inside_gitdir" ]; then + if [ "true" = "$bare_repo" ]; then + c="BARE:" + else + b="GIT_DIR!" + fi + elif [ "true" = "$inside_worktree" ]; then + if [ -n "${GIT_PS1_SHOWDIRTYSTATE-}" ] && + [ "$(git config --bool bash.showDirtyState)" != "false" ] + then + git diff --no-ext-diff --quiet --exit-code || w="*" + if [ -n "$short_sha" ]; then + git diff-index --cached --quiet HEAD -- || i="+" + else + i="#" + fi + fi + if [ -n "${GIT_PS1_SHOWSTASHSTATE-}" ] && + [ -r "$g/refs/stash" ]; then + s="$" + fi + + if [ -n "${GIT_PS1_SHOWUNTRACKEDFILES-}" ] && + [ "$(git config --bool bash.showUntrackedFiles)" != "false" ] && + git ls-files --others --exclude-standard --error-unmatch -- '*' >/dev/null 2>/dev/null + then + u="%${ZSH_VERSION+%}" + fi + + if [ -n "${GIT_PS1_SHOWUPSTREAM-}" ]; then + __git_ps1_show_upstream + fi + fi + + local z="${GIT_PS1_STATESEPARATOR-" "}" + + # NO color option unless in PROMPT_COMMAND mode + if [ $pcmode = yes ] && [ -n "${GIT_PS1_SHOWCOLORHINTS-}" ]; then + __git_ps1_colorize_gitstring + fi + + local f="$w$i$s$u" + local gitstring="$c${b##refs/heads/}${f:+$z$f}$r$p" + + if [ $pcmode = yes ]; then + if [[ -n ${ZSH_VERSION-} ]]; then + gitstring=$(printf -- "$printf_format" "$gitstring") + else + printf -v gitstring -- "$printf_format" "$gitstring" + fi + PS1="$ps1pc_start$gitstring$ps1pc_end" + else + printf -- "$printf_format" "$gitstring" + fi +}