[Th* SSKrSSKrSSKJrJr SSKJrJrJrJ r SSK J s J s J s Jr SSKJrJr SSKJr SSKJr SSKJrJrJr SSKJr SS KJr SS KJ 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)AnyCallableOptionalUnion)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 V/var/www/auris/envauris/lib/python3.13/site-packages/torch/distributed/launcher/api.py __post_init__LaunchConfig.__post_init__[sb    "+/+<+L$sCx.>L#L#!e!L#.2hsm2"'"=Kc3h= $J $ 1r7rc<\rSrSrSrS\S\\\S44Sjr Sr Sr g) rga 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)r2rFrGs r4__init__elastic_launch.__init__s  %r7cV[URUR[U55$rI)rrKrLlist)r2argss r4__call__elastic_launch.__call__sDLL$*:*:DJGGr7rJ) r8r9r:r;r<rrrr?rMrRrBrCr7r4rrgs04&&(C-.&Hr7rrGrQreturnc[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-NrC).0args r4 '_get_entrypoint_name..s>A# s  r) isinstancerr8r?sys executablenext)rGrQs r4_get_entrypoint_namer`sR*h''""" J $ $  '>>C C r7rdzv_parameterscURS:wagURnUR5nU(d [S5e[ USS9up#US:Xa[SUS35eX#4$)Nstatic)NNzKEndpoint is missing in endpoint. Try to add --master-addr and --master-portr&) default_portzport is missing in endpoint: z. Try to specify --master-port)backendendpointstrip ValueErrorr)rarf master_addr master_ports r4_get_addr_and_portrks~(*''H~~H  Y   9PRSKb+H:5S T    %%r7rFcUR(dD[[R"5R5n[ R SU5 X0l[X5n[ RSUURURURURURURURURUR UR"R$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 ) rGrrrrr#r!r%r)r*log_dirr.)rerfrrrr/) r local_world_sizerGrQ rdzv_handlerr)r*rirjr/)specrr,r-T)namefailuresFrC)/rr?uuiduuid4r=loggerwarningr`inforrrr#r!r%r)r*r root_log_dirr.rr/rkr r tuple rdzv_registryget_rendezvous_handlerr r,r-r initialize_metrics MetricsConfigrunr recordget_event_succeeded is_failedrrr return_valuesroshutdownrget_event_failed Exception) rFrGrQrentrypoint_namerarirjrpagent shutdown_rdzvresults r4rrs ==TZZ\%%&LfU *:rs (11EE5AX NEP> = H  A1A1 A1H$H$HNhT)*26s),&)& 8C=(3- '(&&k) k)hT)*k) s)k) #s(^ k)r7