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Feature: [WIP] Enable NCCL library for GPU-Direct collective communications in plane wave (BPCG, stochastic KG, etc.)#7301

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Flying-dragon-boxing wants to merge 9 commits intodeepmodeling:developfrom
Flying-dragon-boxing:fix-gpu-mpi-staging-comm
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Feature: [WIP] Enable NCCL library for GPU-Direct collective communications in plane wave (BPCG, stochastic KG, etc.)#7301
Flying-dragon-boxing wants to merge 9 commits intodeepmodeling:developfrom
Flying-dragon-boxing:fix-gpu-mpi-staging-comm