feat: support multi_stream_parallel and modify batch sampler. [1/4] #110
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Notice: this is the part-1/4 of multi_stream_parallel feature.
all_seqs_in_prefill_in classBatch, to ensure the whole batch, all sequences in prefill or chunked prefill stage, to use this feature. If there is decode sequence, will not use this feature.concatmethod in classSamplingParameters, we split two micro batched to execute model execution individually, after this, will execute the sample operation together, to avoid extra small kernel launch.split()inxllm/core/framework/batch/batch.h.set_dp_rank()logic inxllm/core/framework/batch/batch_factory.cpp, dp_rank is already set in block manager.