[BUGFIX] main-sd-bugfix && [UT] add mtp UT (#593)
### What this PR does / why we need it? The pr will fix some bug about spec decode / MTP The pr add a mtp e2e UT `test_mtp_correctness.py` **vllm_ascend/attention/attention.py** 1. add support `self.attn_mask_cache` only has 1 element to cover scene in which both spec docode and chunked prefill are enabled. **vllm_ascend/distributed/parallel_state.py** 1. remove 2 assert because spec decode worker would use init_worker twice **vllm_ascend/models/deepseek_mtp.py** 1. remove unused params; 2. add support w8a8 in `CustomDeepSeekMTP` **vllm_ascend/quantization/quant_config.py** 1. use `AscendUnquantizedFusedMoEMethod` instead of `UnquantizedFusedMoEMethod` **other** 1. replace `from vllm.logger import init_logger` to `from vllm.logger import logger` all of the vllm-ascend project ### Does this PR introduce _any_ user-facing change? ### How was this patch tested? Signed-off-by: mengwei805 <mengwei25@huawei.com>
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@@ -19,7 +19,7 @@ from typing import List, Optional
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import torch
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from vllm.forward_context import set_forward_context
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from vllm.logger import init_logger
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from vllm.logger import logger
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from vllm.model_executor.layers.sampler import SamplerOutput
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from vllm.multimodal import MultiModalKwargs
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from vllm.sequence import ExecuteModelRequest, IntermediateTensors
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@@ -29,8 +29,6 @@ from vllm.worker.model_runner_base import (ModelRunnerBase,
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from vllm_ascend.attention.attention import AscendMetadata
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logger = init_logger(__name__)
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# A flag to enable debug prints for the updated input tensors
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# before each step.
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debug_advance_input = False
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