[1/N][Refactor][Quantization] remove redundant quantizer class (#2680)
### What this PR does / why we need it?
AscendQuantizer/LLMQuantizer class is used to select quant method based
on quant config and some other arguments,
but it is more simple and clean replacing these classes with map. So i
remove them.
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
ut and e2e test
- vLLM version: v0.10.1.1
- vLLM main:
6997a25ac6
Signed-off-by: 22dimensions <waitingwind@foxmail.com>
This commit is contained in:
@@ -6,7 +6,6 @@ from unittest.mock import MagicMock, patch
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import torch
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from tests.ut.base import TestBase
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from vllm_ascend.quantization.quantizer import SUPPORT_ASCEND_QUANTIZER_TYPE
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from vllm_ascend.torchair import utils
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@@ -135,15 +134,3 @@ class TestTorchairUtils(TestBase):
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utils.converting_weight_acl_format(model, ACL_FORMAT_FRACTAL_NZ)
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mock_npu_cast.assert_not_called()
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def test_torchair_quant_method_register(self):
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TorchairW8A8DYNAMICQuantizer = SUPPORT_ASCEND_QUANTIZER_TYPE[
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"W8A8_DYNAMIC"]
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TorchairW4A8DYNAMICQuantizer = SUPPORT_ASCEND_QUANTIZER_TYPE[
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"W4A8_DYNAMIC"]
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utils.torchair_quant_method_register()
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self.assertNotEqual(TorchairW8A8DYNAMICQuantizer,
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SUPPORT_ASCEND_QUANTIZER_TYPE["W8A8_DYNAMIC"])
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self.assertNotEqual(TorchairW4A8DYNAMICQuantizer,
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SUPPORT_ASCEND_QUANTIZER_TYPE["W4A8_DYNAMIC"])
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