8069442b41
### What this PR does / why we need it?
We will expose the enabling switch for npugraph_ex to better facilitate
subsequent optimization.
### Does this PR introduce _any_ user-facing change?
Previously, the enable_npugraph_ex switch would trigger an error; now we
have removed the error reporting mechanism to better facilitate
subsequent optimization efforts.
Basic functionalities are available in CANN and torch_npu for Q3, while
advanced optimizations will depend on the Q4 release.
### How was this patch tested?
llm =LLM(
model=model,
enforce_eager=False ,
additional_config={
"enable_npugraph_ex": True
},
compilation_config={
"cudagraph_mode": "FULL_DECODE_ONLY",
"cudagraph_capture_sizes": [16],
},
}
- vLLM version: v0.12.0
- vLLM main:
ad32e3e19c
---------
Signed-off-by: p00465316 <panchao13@huawei.com>
Co-authored-by: p00465316 <panchao13@huawei.com>
Co-authored-by: weijinqian0 <1184188277@qq.com>
94 lines
3.5 KiB
Python
94 lines
3.5 KiB
Python
#
|
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
# See the License for the specific language governing permissions and
|
|
# limitations under the License.
|
|
# This file is a part of the vllm-ascend project.
|
|
#
|
|
|
|
from vllm.config import VllmConfig
|
|
|
|
from tests.ut.base import TestBase
|
|
from vllm_ascend.ascend_config import (clear_ascend_config, get_ascend_config,
|
|
init_ascend_config)
|
|
|
|
|
|
class TestAscendConfig(TestBase):
|
|
|
|
@staticmethod
|
|
def _clean_up_ascend_config(func):
|
|
|
|
def wrapper(*args, **kwargs):
|
|
clear_ascend_config()
|
|
func(*args, **kwargs)
|
|
clear_ascend_config()
|
|
|
|
return wrapper
|
|
|
|
@_clean_up_ascend_config
|
|
def test_init_ascend_config_without_additional_config(self):
|
|
test_vllm_config = VllmConfig()
|
|
# No additional config given, check the default value here.
|
|
ascend_config = init_ascend_config(test_vllm_config)
|
|
self.assertIsNone(ascend_config.expert_map_path)
|
|
self.assertFalse(ascend_config.multistream_overlap_shared_expert)
|
|
|
|
ascend_compilation_config = ascend_config.ascend_compilation_config
|
|
self.assertTrue(ascend_compilation_config.fuse_norm_quant)
|
|
|
|
@_clean_up_ascend_config
|
|
def test_init_ascend_config_with_additional_config(self):
|
|
test_vllm_config = VllmConfig()
|
|
test_vllm_config.additional_config = {
|
|
"ascend_compilation_config": {
|
|
"fuse_norm_quant": False,
|
|
},
|
|
"multistream_overlap_shared_expert": True,
|
|
"expert_map_path": "test_expert_map_path",
|
|
"refresh": True,
|
|
}
|
|
ascend_config = init_ascend_config(test_vllm_config)
|
|
self.assertEqual(ascend_config.expert_map_path, "test_expert_map_path")
|
|
self.assertTrue(ascend_config.multistream_overlap_shared_expert)
|
|
self.assertFalse(ascend_config.enable_npugraph_ex)
|
|
|
|
ascend_compilation_config = ascend_config.ascend_compilation_config
|
|
self.assertFalse(ascend_compilation_config.fuse_norm_quant)
|
|
|
|
@_clean_up_ascend_config
|
|
def test_init_ascend_config_enable_npugraph_ex(self):
|
|
test_vllm_config = VllmConfig()
|
|
test_vllm_config.additional_config = {
|
|
"enable_npugraph_ex": True,
|
|
"refresh": True,
|
|
}
|
|
ascend_config = init_ascend_config(test_vllm_config)
|
|
self.assertTrue(ascend_config.enable_npugraph_ex)
|
|
|
|
@_clean_up_ascend_config
|
|
def test_get_ascend_config(self):
|
|
test_vllm_config = VllmConfig()
|
|
ascend_config = init_ascend_config(test_vllm_config)
|
|
self.assertEqual(get_ascend_config(), ascend_config)
|
|
|
|
@_clean_up_ascend_config
|
|
def test_get_ascend_config_without_init(self):
|
|
with self.assertRaises(RuntimeError):
|
|
get_ascend_config()
|
|
|
|
@_clean_up_ascend_config
|
|
def test_clear_ascend_config(self):
|
|
test_vllm_config = VllmConfig()
|
|
ascend_config = init_ascend_config(test_vllm_config)
|
|
self.assertEqual(get_ascend_config(), ascend_config)
|
|
clear_ascend_config()
|
|
with self.assertRaises(RuntimeError):
|
|
get_ascend_config()
|