[Misc]Clean up useless import from vllm (#2049)

Clean up useless  import from vllm to make code more clear.

- vLLM version: v0.10.0
- vLLM main:
18cc33dd60

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>

vllm_ascend/worker/model_runner_v1.py

@@ -44,7 +44,6 @@ from vllm.distributed.kv_transfer.kv_connector.v1 import KVConnectorBase_V1
 from vllm.distributed.parallel_state import (get_dp_group, get_pp_group,
                                              get_tp_group)
 from vllm.forward_context import get_forward_context
-from vllm.inputs import INPUT_REGISTRY
 from vllm.logger import logger
 from vllm.model_executor.layers.fused_moe import FusedMoE
 from vllm.model_executor.layers.rotary_embedding import MRotaryEmbedding
@@ -52,7 +51,6 @@ from vllm.model_executor.model_loader import get_model
 from vllm.model_executor.models.interfaces import supports_transcription
 from vllm.model_executor.models.interfaces_base import (
     VllmModelForPooling, is_pooling_model, is_text_generation_model)
-from vllm.multimodal import MULTIMODAL_REGISTRY
 from vllm.multimodal.inputs import MultiModalKwargs, PlaceholderRange
 from vllm.multimodal.utils import group_mm_inputs_by_modality
 from vllm.pooling_params import PoolingParams
@@ -60,7 +58,6 @@ from vllm.sampling_params import SamplingType
 from vllm.sequence import IntermediateTensors
 from vllm.utils import (STR_DTYPE_TO_TORCH_DTYPE, DeviceMemoryProfiler,
                         LazyLoader, cdiv)
-from vllm.v1.core.encoder_cache_manager import compute_encoder_budget
 from vllm.v1.kv_cache_interface import (FullAttentionSpec, KVCacheConfig,
                                         KVCacheSpec)
 from vllm.v1.outputs import (EMPTY_MODEL_RUNNER_OUTPUT, LogprobsTensors,
@@ -169,13 +166,6 @@ class NPUModelRunner(LoRAModelRunnerMixin):
         self.device = device
         self.dtype = self.model_config.dtype
         self.sampler = Sampler()
-        # Multi-modal data support
-        self.input_registry = INPUT_REGISTRY
-        self.mm_registry = MULTIMODAL_REGISTRY
-        self.max_num_encoder_input_tokens, self.encoder_cache_size = compute_encoder_budget(
-            model_config=self.model_config,
-            scheduler_config=self.scheduler_config,
-            mm_registry=self.mm_registry)
 
         # Lazy initialization, these will be set after __init__
         self.kv_caches: List[torch.Tensor] = []