IЦi* SSKrSSKrSSKJrJr SSKJrJrJrJ r J r J r J r SSK Js Js Js Jr SSKJrJr SSKJr SSKJr SSKJrJrJr SSKJr SS K J!r! SS K"J#r# SS K$J%r% /S Qr&\%"\'5r(\"S S55r)"SS5r*S\ \\+S4S\ \S\+4Sjr,S\!S\ \ \+\ \-44Sjr.S\)S\ \\+S4S\ \S\\-\44Sjr/g)N) dataclassfield)AnyCallableDictListOptionalTupleUnion)eventsmetrics) WorkerSpec)LocalElasticAgent)DefaultLogsSpecs LogsSpecsSignalException)ChildFailedError)RendezvousParameters)parse_rendezvous_endpoint) get_logger) LaunchConfigelastic_launch launch_agentc*\rSrSr%Sr\\S'\\S'\\S'Sr\\ \S'Sr \ \S 'S r \ \S 'Sr \ \S 'S r\ \S'\"\S9r\\ \4\S'Sr\\S'Sr\\S'Sr\\S'Sr\ \S'Sr\\ \S'\"\S9r\\ \ 4\S'Sr\\ \S'SrSrg)r"a Creates a rendezvous config. Args: min_nodes: Minimum amount of nodes that the user function will be launched on. Elastic agent ensures that the user function start only when the min_nodes amount enters the rendezvous. max_nodes: Maximum amount of nodes that the user function will be launched on. nproc_per_node: On each node the elastic agent will launch this amount of workers that will execute user defined function. rdzv_backend: rdzv_backend to use in the rendezvous (zeus-adapter, etcd). rdzv_endpoint: The endpoint of the rdzv sync. storage. rdzv_configs: Key, value pair that specifies rendezvous specific configuration. rdzv_timeout: Legacy argument that specifies timeout for the rendezvous. It is going to be removed in future versions, see the note below. The default timeout is 900 seconds. run_id: The unique run id of the job (if not passed a unique one will be deduced from run environment - flow workflow id in flow - or auto generated). role: User defined role of the worker (defaults to "trainer"). max_restarts: The maximum amount of restarts that elastic agent will conduct on workers before failure. monitor_interval: The interval in seconds that is used by the elastic_agent as a period of monitoring workers. start_method: The method is used by the elastic agent to start the workers (spawn, fork, forkserver). metrics_cfg: configuration to initialize metrics. local_addr: address of the local node if any. If not set, a lookup on the local machine's FQDN will be performed. local_ranks_filter: ranks for which to show logs in console. If not set, show from all. ..note: `rdzv_timeout` is a legacy argument that will be removed in future. Set the timeout via `rdzv_configs['timeout']` min_nodes max_nodesnproc_per_nodeN logs_specsrun_id default_rolerole rdzv_endpointetcd rdzv_backend)default_factory rdzv_configs rdzv_timeout max_restartsg?monitor_intervalspawn start_methodlog_line_prefix_template metrics_cfg local_addrcSnURS:waURURS'OSUR;aXRS'URc[5Ulgg)Nir)timeout)r*r(rr)selfdefault_timeouts ]/var/www/html/ai-image-ml/venv/lib/python3.13/site-packages/torch/distributed/launcher/api.py __post_init__LaunchConfig.__post_init__Zsb    "+/+<+L$sCx.>L#L#!e!L#.2hsm2"'"=Kc3h= $J $ 1r:rc<\rSrSrSrS\S\\\S44Sjr Sr Sr g) rfa Launches an torchelastic agent on the container that invoked the entrypoint. 1. Pass the ``entrypoint`` arguments as non ``kwargs`` (e.g. no named parameters)/ ``entrypoint`` can be a function or a command. 2. The return value is a map of each worker's output mapped by their respective global rank. Usage :: def worker_fn(foo): # ... def main(): # entrypoint is a function. outputs = elastic_launch(LaunchConfig, worker_fn)(foo) # return rank 0's output return outputs[0] # entrypoint is a command and ``script.py`` is the python module. outputs = elastic_launch(LaunchConfig, "script.py")(args) outputs = elastic_launch(LaunchConfig, "python")("script.py") config entrypointNcXlX lgN_config _entrypoint)r5rIrJs r7__init__elastic_launch.__init__s  %r:cV[URUR[U55$rL)rrNrOlist)r5argss r7__call__elastic_launch.__call__sDLL$*:*:DJGGr:rM) r;r<r=r>r?rr rrBrPrUrErFr:r7rrfs04&&(C-.&Hr:rrJrTreturnc[U[5(a UR$[U[5(a)U[R :Xa[ SU5S5$U$g)aRetrieve entrypoint name with the rule: 1. If entrypoint is a function, use ``entrypoint.__qualname__``. 2. If entrypoint is a string, check its value: 2.1 if entrypoint equals to ``sys.executable`` (like "python"), use the first element from ``args`` which does not start with hifen letter (for example, "-u" will be skipped). 2.2 otherwise, use ``entrypoint`` value. 3. Otherwise, return empty string. c3:# UHoSS:wdM Uv M g7f)r-NrF).0args r7 '_get_entrypoint_name..s>A# s  r ) isinstancerr;rBsys executablenext)rJrTs r7_get_entrypoint_namercsR*h''""" J $ $  '>>C C r:rdzv_parameterscURS:wagURnUR5nU(d [S5e[ USS9up#US:Xa[SUS35eX#4$)Nstatic)NNzKEndpoint is missing in endpoint. Try to add --master-addr and --master-portr)) default_portzport is missing in endpoint: z. Try to specify --master-port)backendendpointstrip ValueErrorr)rdri master_addr master_ports r7_get_addr_and_portrns~(*''H~~H  Y   9PRSKb+H:5S T    %%r:rIcUR(dD[[R"5R5n[ R SU5 X0l[X5n[ RSUURURURURURURURURUR UR"R$UR&S. 5 [)S URURURURURUR*S.URD6n[-U5upg[/UR0URU[3U5[4R6"U5URUR UUUR*S9 n[9UUR"UR:UR<S9n Sn [>R@"[>RB"UR&55 U RE5n [FRH"U RK55 U RM5(a[OUU RPS9eU RRU (aURTRW5 $$![Na e[Xa( S n [FRH"U R[55 e[\a& [FRH"U R[55 ef=f!U (aURTRW5 ff=f) Nz3config has no run_id, generated a random run_id: %saStarting elastic_operator with launch configs: entrypoint : %(entrypoint)s min_nodes : %(min_nodes)s max_nodes : %(max_nodes)s nproc_per_node : %(nproc_per_node)s run_id : %(run_id)s rdzv_backend : %(rdzv_backend)s rdzv_endpoint : %(rdzv_endpoint)s rdzv_configs : %(rdzv_configs)s max_restarts : %(max_restarts)s monitor_interval : %(monitor_interval)s log_dir : %(log_dir)s metrics_cfg : %(metrics_cfg)s ) rJrrrr!r&r$r(r,r-log_dirr1)rhrir!rrr2) r#local_world_sizerJrT rdzv_handlerr,r-rlrmr2)specrr/r0T)namefailuresFrF)/r!rBuuiduuid4r@loggerwarningrcinforrrr&r$r(r,r-r root_log_dirr1rr2rnrr#tuple rdzv_registryget_rendezvous_handlerrr/r0r initialize_metrics MetricsConfigrunr recordget_event_succeeded is_failedrru return_valuesrrshutdownrget_event_failed Exception) rIrJrTr!entrypoint_namerdrlrmrsagent shutdown_rdzvresults r7rrs ==TZZ\%%&LfU *:rs (DDDEE5AX NEP> = H  @1@1 @1F$H$HNhT)*26s),&)& 8C=(3- '(&&k) k)hT)*k) s)k) #s(^ k)r: