[Fix] Fix memory profiling when GPU is used by multiple processes #2863
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Currently, the memory profiling logic assumes that the GPU memory is initially empty. However, this might not be always true since multiple processes can share a GPU. This PR fixes it by considering the other processes' GPU memory usage at the engine initialization time.
Original PR: #2249 by @hanzhi713