[WIP]Add Func: npugraph_batch_size auto-adjust to different model #729
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What this PR does / why we need it?
This PR add new function of : npugraph_batch_size can dynamic adjust to different model; before this PR, the npugraph_batch_sizes given from vllm to vllm-ascend always too large, and that may result in ERROR while running on different, with the information: "The resources are insufficient".
Now, with this PR, the code can dynamic adjust npugraph_batch_sizes depend on the model hidden_layer_nums and parallel config, for example:
a. for Qwen2.5-7B, the npugraph_batch_size length is 33 total;
b. for Qwen2.5-72B, the npugraph_batch_size length is 11 total;