import{s as Cr,n as Er,o as Ar}from"../chunks/scheduler.defa9a21.js";import{S as Pr,i as Dr,g as c,s as a,r as l,A as Ir,h as i,f as r,c as n,j as f,u as d,x as _,k,y as t,a as s,v as g,d as m,t as p,w as u}from"../chunks/index.fe795e71.js";import{D as $}from"../chunks/Docstring.90d6fe5c.js";import{H as A,E as Hr}from"../chunks/getInferenceSnippets.2234a8dd.js";function Nr(er){let P,Xe,Ke,Qe,S,Ye,V,Ze,h,B,wt,ue,tr="A base Tracker class to be used for all logging integration implementations.",yt,he,rr=`Each function should take in <code>**kwargs</code> that will automatically be passed in from a base dictionary provided to
<a href="/docs/accelerate/v1.10.1/en/package_reference/accelerator#accelerate.Accelerator">Accelerator</a>.`,Lt,fe,ar="Should implement <code>name</code>, <code>requires_logging_directory</code>, and <code>tracker</code> properties such that:",xt,ke,nr=`<code>name</code> (<code>str</code>): String representation of the tracker class name, such as “TensorBoard” <code>requires_logging_directory</code>
(<code>bool</code>): Whether the logger requires a directory to store their logs. <code>tracker</code> (<code>object</code>): Should return internal
tracking mechanism used by a tracker class (such as the <code>run</code> for wandb)`,Mt,$e,or=`Implementations can also include a <code>main_process_only</code> (<code>bool</code>) attribute to toggle if relevent logging, init, and
other functions should occur on the main process or across all processes (by default will use <code>True</code>)`,Ct,D,z,Et,ve,cr=`Should run any finalizing functions within the tracking API. If the API should not have one, just don’t
overwrite that method.`,At,I,G,Pt,_e,ir="Logs <code>values</code> to the current run. Base <code>log</code> implementations of a tracking API should go in here, along with\nspecial behavior for the `step parameter.",Dt,H,W,It,be,sr=`Lazy initialization of the tracker inside Accelerator to avoid initializing PartialState before
InitProcessGroupKwargs.`,Ht,N,O,Nt,Te,lr=`Logs <code>values</code> as hyperparameters for the run. Implementations should use the experiment configuration
functionality of a tracking API.`,et,U,tt,T,q,St,we,dr="A <code>Tracker</code> class that supports <code>tensorboard</code>. Should be initialized at the start of your script.",Vt,ye,F,rt,R,at,w,j,Bt,Le,gr="A <code>Tracker</code> class that supports <code>wandb</code>. Should be initialized at the start of your script.",zt,xe,K,nt,J,ot,y,X,Gt,Me,mr="A <code>Tracker</code> class that supports <code>trackio</code>. Should be initialized at the start of your script.",Wt,Ce,Q,ct,Y,it,b,Z,Ot,Ee,pr="A <code>Tracker</code> class that supports <code>comet_ml</code>. Should be initialized at the start of your script.",Ut,Ae,ur="API keys must be stored in a Comet config file.",qt,Pe,hr=`Note:
For <code>comet_ml</code> versions &lt; 3.41.0, additional keyword arguments are passed to <code>comet_ml.Experiment</code> instead:
<a href="https://www.comet.com/docs/v2/api-and-sdk/python-sdk/reference/Experiment/#comet_ml.Experiment.__init" rel="nofollow">https://www.comet.com/docs/v2/api-and-sdk/python-sdk/reference/Experiment/#comet_ml.Experiment.__init</a>__`,Ft,De,ee,st,te,lt,L,re,Rt,Ie,fr="A <code>Tracker</code> class that supports <code>aim</code>. Should be initialized at the start of your script.",jt,He,ae,dt,ne,gt,x,oe,Kt,Ne,kr="A <code>Tracker</code> class that supports <code>mlflow</code>. Should be initialized at the start of your script.",Jt,Se,ce,mt,ie,pt,M,se,Xt,Ve,$r="A <code>Tracker</code> class that supports <code>clearml</code>. Should be initialized at the start of your script.",Qt,Be,le,ut,de,ht,C,ge,Yt,ze,vr="A <code>Tracker</code> class that supports <code>swanlab</code>. Should be initialized at the start of your script.",Zt,Ge,me,ft,pe,kt,Je,$t;return S=new A({props:{title:"Experiment Trackers",local:"experiment-trackers",headingTag:"h1"}}),V=new A({props:{title:"GeneralTracker",local:"accelerate.tracking.GeneralTracker",headingTag:"h2"}}),B=new $({props:{name:"class accelerate.tracking.GeneralTracker",anchor:"accelerate.tracking.GeneralTracker",parameters:[{name:"_blank",val:" = False"}],source:"https://github.com/huggingface/accelerate/blob/v1.10.1/src/accelerate/tracking.py#L101"}}),z=new $({props:{name:"finish",anchor:"accelerate.tracking.GeneralTracker.finish",parameters:[],source:"https://github.com/huggingface/accelerate/blob/v1.10.1/src/accelerate/tracking.py#L174"}}),G=new $({props:{name:"log",anchor:"accelerate.tracking.GeneralTracker.log",parameters:[{name:"values",val:": dict"},{name:"step",val:": typing.Optional[int]"},{name:"**kwargs",val:""}],parametersDescription:[{anchor:"accelerate.tracking.GeneralTracker.log.values",description:`<strong>values</strong> (Dictionary <code>str</code> to <code>str</code>, <code>float</code>, or <code>int</code>) &#x2014;
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