[pull] master from ray-project:master #2374
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--------- Signed-off-by: kaihsun <[email protected]>
Signed-off-by: Yi Cheng <[email protected]>
Signed-off-by: woshiyyya <[email protected]>
Signed-off-by: Stefan Schneider <[email protected]>
Signed-off-by: woshiyyya <[email protected]>
Nsight internal docs: https://docs.google.com/document/d/11RlNTbGLf6fat7HYARU8yWhodBD9j5uiZCdAB0geEik Related issue: #39094 Nsight integration with Ray using runtime_env. Currently nsight can't profile the GPU usage from Ray tasks/actors since the processes that can be traced by nsight must be driver processes and it's subprocesses, whereas Ray tasks/actors are run by worker process. Thus, we added nsight native to runtime_env in order to modify the worker process to run with nsys profile which can produce the report for each worker processes once it exits. The nsight API in the runtime_env can be specified with flags that user want to add to the nsys profile for example @ray.remote(runtime_env={"nsight": ["-t", "cuda,nvtx", "--cudabacktrace=True"]}) def task(): ....
Now that we drop Python 3.7 support for Ray 2.8, we can remove the `typing_extensions` dependency.
Signed-off-by: Yunxuan Xiao <[email protected]>
Signed-off-by: woshiyyya <[email protected]>
Migrate ml gpu tests to civ2. Merge train, air and example tests into one job. This reduces 2.5x of total job time. --------- Signed-off-by: can <[email protected]>
The test sometimes got timeout is because the key generation takes a long time. This fix just pre-generate the related files and use that to save time.
This PR makes the RuntimeEnvAgent process bind on 0.0.0.0 when --node-ip-address is set, rather than trying to bind on the node IP address itself. This behaviour is consistent with other processes such as the dashboard agent: ray/dashboard/agent.py Line 116 in 67593a9 grpc_ip = "127.0.0.1" if self.ip == "127.0.0.1" else "0.0.0.0"
No longer supported.
Now that we remove Python 3.7 support, we don't need the pickle5 backport any more :)
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