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This PR is same as #1573 but targetted for branch-23.06 as a hotfix CC: @rlratzel Previously, `dask-raft` non-deterministically maps a process to a GPU. In this PR, we assign a deterministic order to each worker based on the CUDA_VISIBLE_DEVICES environment variable. as NCCL>1.11 expects a process with `rank r` to be mapped to `r % num_gpus_per_node` . This fixes rapidsai/cugraph#3478 and this raft-test in MNMG setting https://github.com/rapidsai/raft/blob/c1a7b7c0e33b11d2e7ff3bc5014e3b410a2edd0d/python/raft-dask/raft_dask/test/test_comms.py#L82-L84 Authors: - Vibhu Jawa (https://github.com/VibhuJawa) Approvers: - Rick Ratzel (https://github.com/rlratzel) - Corey J. Nolet (https://github.com/cjnolet)
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