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Fix timer nvtx annotation for distributed training. #14325

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Fix timer nvtx annotation for distributed training.

Fix timer nvtx annotation for distributed training. #14325

Run time

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Job Run time
Build CPU
13m 25s
Build CPU ARM64 + manylinux_2_28_aarch64 wheel
3m 56s
Build CUDA + manylinux_2_28_x86_64 wheel
10m 31s
Build CUDA with RMM
9m 50s
Build CUDA with RMM (dev)
10m 16s
Build GPU-enabled R package
18m 19s
Build manylinux2014_aarch64 wheel
3m 45s
Build manylinux2014_x86_64 wheel
3m 31s
Run Google Tests with GPUs (Suite gpu, Runner linux-amd64-gpu)
4m 48s
Run Python tests (single-gpu)
7m 15s
Run Google Tests with GPUs (Suite gpu-rmm, Runner linux-amd64-gpu)
4m 47s
Run Python tests (multiple-gpu)
15m 11s
Run Google Tests with GPUs (Suite mgpu, Runner linux-amd64-mgpu)
2m 55s
Run Python tests (cpu-amd64)
19m 41s
Run Python tests (cpu-arm64)
1m 29s
2h 9m 39s