8d2998d0e4
### What this PR does / why we need it?
### Does this PR introduce _any_ user-facing change?
1. fix https://github.com/vllm-project/vllm/pull/27938
2. fix https://github.com/vllm-project/vllm/pull/27145
pooling models now supports chunked prefill and prefix caching,
3. fix https://github.com/vllm-project/vllm/pull/30181
define the CPU fields in the field config where they really belong.
4. fix https://github.com/vllm-project/vllm/pull/28168
define the CPU fields in the field config where they really belong.
5. fix https://github.com/vllm-project/vllm/pull/30201
some moudle rename
6. fix https://github.com/vllm-project/vllm/pull/29067
fusedmoe moudle refactor
7. fix https://github.com/vllm-project/vllm/pull/29066
fusedmoe moudle refactor
8. fix https://github.com/vllm-project/vllm/pull/29624
### How was this patch tested?
- vLLM version: v0.12.0
- vLLM main:
ad32e3e19c
---------
Signed-off-by: wangli <wangli858794774@gmail.com>
32 lines
1.3 KiB
Python
32 lines
1.3 KiB
Python
import vllm.distributed.ec_transfer.ec_connector.example_connector
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from safetensors.torch import load_file
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from vllm.distributed.ec_transfer.ec_connector.example_connector import (
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ECConnectorMetadata, ECExampleConnector)
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from vllm.logger import logger
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class AscendECExampleConnector(ECExampleConnector):
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def start_load_caches(self, encoder_cache, **kwargs) -> None:
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metadata: ECConnectorMetadata = self._get_connector_metadata()
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assert isinstance(metadata, ECConnectorMetadata)
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assert encoder_cache is not None
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if metadata is None:
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logger.warning((
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"In connector.start_load_caches, ",
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"but the connector metadata is None",
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))
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return
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# Load the EC for each mm data
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for mm_data in metadata.mm_datas:
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if mm_data.mm_hash in encoder_cache:
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continue
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filename = self._generate_filename_debug(mm_data.mm_hash)
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ec_cache = load_file(filename)["ec_cache"].npu()
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encoder_cache[mm_data.mm_hash] = ec_cache
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logger.debug("Success load encoder cache for hash %s",
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mm_data.mm_hash)
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vllm.distributed.ec_transfer.ec_connector.example_connector.ECExampleConnector = AscendECExampleConnector
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