| (window.webpackJsonp=window.webpackJsonp||[]).push([[37],{104:function(e,t,r){"use strict";r.r(t),r.d(t,"frontMatter",(function(){return i})),r.d(t,"metadata",(function(){return c})),r.d(t,"toc",(function(){return l})),r.d(t,"default",(function(){return u}));var n=r(3),o=r(7),a=(r(0),r(144)),i={title:"MLflow UI"},c={unversionedId:"userDocs/others/mlflow",id:"userDocs/others/mlflow",isDocsHomePage:!1,title:"MLflow UI",description:"\x3c!--",source:"@site/docs/userDocs/others/mlflow.md",slug:"/userDocs/others/mlflow",permalink:"/docs/userDocs/others/mlflow",editUrl:"https://github.com/apache/submarine/edit/master/website/docs/userDocs/others/mlflow.md",version:"current",sidebar:"docs",previous:{title:"Building Submarine Spark Security Plugin",permalink:"/docs/userDocs/submarine-security/spark-security/build-submarine-spark-security-plugin"},next:{title:"Tensorboard",permalink:"/docs/userDocs/others/tensorboard"}},l=[{value:"Usage",id:"usage",children:[]},{value:"Example",id:"example",children:[]}],s={toc:l};function u(e){var t=e.components,i=Object(o.a)(e,["components"]);return Object(a.b)("wrapper",Object(n.a)({},s,i,{components:t,mdxType:"MDXLayout"}),Object(a.b)("h3",{id:"usage"},"Usage"),Object(a.b)("p",null,"MLflow UI shows the tracking result of the experiments. When we\nuse the log_param or log_metric in ModelClient API, we could view\nthe result in MLflow UI. Below is the example of the usage of MLflow\nUI."),Object(a.b)("h3",{id:"example"},"Example"),Object(a.b)("ol",null,Object(a.b)("li",{parentName:"ol"},Object(a.b)("inlineCode",{parentName:"li"},"cd ./submarine/dev-support/examples/tracking")),Object(a.b)("li",{parentName:"ol"},Object(a.b)("inlineCode",{parentName:"li"},"eval $(minikube -p minikube docker-env)")),Object(a.b)("li",{parentName:"ol"},Object(a.b)("inlineCode",{parentName:"li"},"sh build.sh"),"(it will take few minutes)"),Object(a.b)("li",{parentName:"ol"},Object(a.b)("inlineCode",{parentName:"li"},"sh post.sh")),Object(a.b)("li",{parentName:"ol"},"In the MLflow UI page, you can see the log_param and the log_metric\nresult. You can also compare the training between different workers.\n",Object(a.b)("img",{src:r(215).default}))))}u.isMDXComponent=!0},144:function(e,t,r){"use strict";r.d(t,"a",(function(){return p})),r.d(t,"b",(function(){return f}));var n=r(0),o=r.n(n);function a(e,t,r){return t in e?Object.defineProperty(e,t,{value:r,enumerable:!0,configurable:!0,writable:!0}):e[t]=r,e}function i(e,t){var r=Object.keys(e);if(Object.getOwnPropertySymbols){var n=Object.getOwnPropertySymbols(e);t&&(n=n.filter((function(t){return Object.getOwnPropertyDescriptor(e,t).enumerable}))),r.push.apply(r,n)}return r}function c(e){for(var t=1;t<arguments.length;t++){var r=null!=arguments[t]?arguments[t]:{};t%2?i(Object(r),!0).forEach((function(t){a(e,t,r[t])})):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(r)):i(Object(r)).forEach((function(t){Object.defineProperty(e,t,Object.getOwnPropertyDescriptor(r,t))}))}return e}function l(e,t){if(null==e)return{};var r,n,o=function(e,t){if(null==e)return{};var r,n,o={},a=Object.keys(e);for(n=0;n<a.length;n++)r=a[n],t.indexOf(r)>=0||(o[r]=e[r]);return o}(e,t);if(Object.getOwnPropertySymbols){var a=Object.getOwnPropertySymbols(e);for(n=0;n<a.length;n++)r=a[n],t.indexOf(r)>=0||Object.prototype.propertyIsEnumerable.call(e,r)&&(o[r]=e[r])}return o}var s=o.a.createContext({}),u=function(e){var t=o.a.useContext(s),r=t;return e&&(r="function"==typeof e?e(t):c(c({},t),e)),r},p=function(e){var t=u(e.components);return o.a.createElement(s.Provider,{value:t},e.children)},b={inlineCode:"code",wrapper:function(e){var t=e.children;return o.a.createElement(o.a.Fragment,{},t)}},m=o.a.forwardRef((function(e,t){var r=e.components,n=e.mdxType,a=e.originalType,i=e.parentName,s=l(e,["components","mdxType","originalType","parentName"]),p=u(r),m=n,f=p["".concat(i,".").concat(m)]||p[m]||b[m]||a;return r?o.a.createElement(f,c(c({ref:t},s),{},{components:r})):o.a.createElement(f,c({ref:t},s))}));function f(e,t){var r=arguments,n=t&&t.mdxType;if("string"==typeof e||n){var a=r.length,i=new Array(a);i[0]=m;var c={};for(var l in t)hasOwnProperty.call(t,l)&&(c[l]=t[l]);c.originalType=e,c.mdxType="string"==typeof e?e:n,i[1]=c;for(var s=2;s<a;s++)i[s]=r[s];return o.a.createElement.apply(null,i)}return o.a.createElement.apply(null,r)}m.displayName="MDXCreateElement"},215:function(e,t,r){"use strict";r.r(t),t.default=r.p+"assets/images/mlflow-ui-e2fbae31ba60c324e66f00f0ae3caebf.png"}}]); |