import{s as Ar,n as Pr,o as Dr}from"../chunks/scheduler.b9285784.js";import{S as Ir,i as Hr,e as c,s as a,c as l,h as Nr,a as i,d as r,b as n,f as h,g as d,j as b,k,l as t,m as s,n as m,t as g,o as p,p as u}from"../chunks/index.26bc89a1.js";import{C as Sr,H as A,E as Vr}from"../chunks/MermaidChart.svelte_svelte_type_style_lang.f2e029e4.js";import{D as $}from"../chunks/Docstring.4f61f748.js";function Br(rr){let P,Qe,Je,Ye,S,Ze,V,et,B,tt,f,O,Lt,fe,ar="A base Tracker class to be used for all logging integration implementations.",xt,he,nr=`Each function should take in <code>**kwargs</code> that will automatically be passed in from a base dictionary provided to
<a href="/docs/accelerate/main/en/package_reference/accelerator#accelerate.Accelerator">Accelerator</a>.`,Mt,ke,or="Should implement <code>name</code>, <code>requires_logging_directory</code>, and <code>tracker</code> properties such that:",Ct,$e,cr=`<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)`,Et,_e,ir=`Implementations can also include a <code>main_process_only</code> (<code>bool</code>) attribute to toggle if relevant logging, init, and
other functions should occur on the main process or across all processes (by default will use <code>True</code>)`,At,D,z,Pt,be,sr=`Should run any finalizing functions within the tracking API. If the API should not have one, just don’t
overwrite that method.`,Dt,I,G,It,ve,lr="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.",Ht,H,W,Nt,Te,dr=`Lazy initialization of the tracker inside Accelerator to avoid initializing PartialState before
InitProcessGroupKwargs.`,St,N,U,Vt,we,mr=`Logs <code>values</code> as hyperparameters for the run. Implementations should use the experiment configuration
functionality of a tracking API.`,rt,q,at,T,F,Bt,ye,gr="A <code>Tracker</code> class that supports <code>tensorboard</code>. Should be initialized at the start of your script.",Ot,Le,R,nt,j,ot,w,K,zt,xe,pr="A <code>Tracker</code> class that supports <code>wandb</code>. Should be initialized at the start of your script.",Gt,Me,J,ct,X,it,y,Q,Wt,Ce,ur="A <code>Tracker</code> class that supports <code>trackio</code>. Should be initialized at the start of your script.",Ut,Ee,Y,st,Z,lt,v,ee,qt,Ae,fr="A <code>Tracker</code> class that supports <code>comet_ml</code>. Should be initialized at the start of your script.",Ft,Pe,hr="API keys must be stored in a Comet config file.",Rt,De,kr=`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>__`,jt,Ie,te,dt,re,mt,L,ae,Kt,He,$r="A <code>Tracker</code> class that supports <code>aim</code>. Should be initialized at the start of your script.",Jt,Ne,ne,gt,oe,pt,x,ce,Xt,Se,_r="A <code>Tracker</code> class that supports <code>mlflow</code>. Should be initialized at the start of your script.",Qt,Ve,ie,ut,se,ft,M,le,Yt,Be,br="A <code>Tracker</code> class that supports <code>clearml</code>. Should be initialized at the start of your script.",Zt,Oe,de,ht,me,kt,C,ge,er,ze,vr="A <code>Tracker</code> class that supports <code>swanlab</code>. Should be initialized at the start of your script.",tr,Ge,pe,$t,ue,_t,Xe,bt;return S=new Sr({props:{containerStyle:"float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"}}),V=new A({props:{title:"Experiment Trackers",local:"experiment-trackers",headingTag:"h1"}}),B=new A({props:{title:"GeneralTracker",local:"accelerate.tracking.GeneralTracker",headingTag:"h2"}}),O=new $({props:{name:"class accelerate.tracking.GeneralTracker",anchor:"accelerate.tracking.GeneralTracker",parameters:[{name:"_blank",val:" = False"}],source:"https://github.com/huggingface/accelerate/blob/main/src/accelerate/tracking.py#L101"}}),z=new $({props:{name:"finish",anchor:"accelerate.tracking.GeneralTracker.finish",parameters:[],source:"https://github.com/huggingface/accelerate/blob/main/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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<a href="https://github.com/gradio-app/trackio/blob/814809552310468b13f84f33764f1369b4e5136c/trackio/__init__.py#L22" rel="nofollow">init</a>
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Additional key word arguments passed along to the <code>comet_ml.start</code> method:
<a href="https://www.comet.com/docs/v2/api-and-sdk/python-sdk/reference/start/" rel="nofollow">https://www.comet.com/docs/v2/api-and-sdk/python-sdk/reference/start/</a>`,name:"*kwargs"}],source:"https://github.com/huggingface/accelerate/blob/main/src/accelerate/tracking.py#L508"}}),te=new $({props:{name:"__init__",anchor:"accelerate.tracking.CometMLTracker.__init__",parameters:[{name:"run_name",val:": str"},{name:"**kwargs",val:""}],source:"https://github.com/huggingface/accelerate/blob/main/src/accelerate/tracking.py#L529"}}),re=new A({props:{title:"AimTracker",local:"accelerate.tracking.AimTracker",headingTag:"h2"}}),ae=new $({props:{name:"class accelerate.tracking.AimTracker",anchor:"accelerate.tracking.AimTracker",parameters:[{name:"run_name",val:": str"},{name:"logging_dir",val:": typing.Union[str, os.PathLike, NoneType] = '.'"},{name:"**kwargs",val:""}],parametersDescription:[{anchor:"accelerate.tracking.AimTracker.run_name",description:`<strong>run_name</strong> (<code>str</code>) &#x2014;
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description is set on the resumed run. If a new run is being created, the description is set on the new
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