554f16ae1f
### What this PR does / why we need it? This PR introduces support for adding custom CANN `aclnn` ops to `vllm-ascend`, allowing users to define and use their own custom operators. Key changes include: - Building and installing custom ops into the `vllm-ascend`-specified directory - Binding the `aclnn` op interface to the `torch.ops._C_ascend` module - Enabling invocation of these ops within `vllm-ascend` This PR includes a sample custom op: `aclnnGroupedMatmulSwigluQuantWeightNzTensorList`, which is adapted from the CANN operator [`aclnnGroupedMatmulSwigluQuantWeightNZ`](https://www.hiascend.com/document/detail/zh/canncommercial/83RC1/API/aolapi/context/aclnnGroupedMatmulSwigluQuantWeightNZ.md). Its input parameters `weight` and `weight_scale` now accept `list[torch.Tensor]` (i.e., `at::TensorList`). ### Does this PR introduce _any_ user-facing change? No. - vLLM version: v0.11.2 --------- Signed-off-by: QianChenxi <chenxi.qian.cq@outlook.com>
35 lines
1015 B
Bash
35 lines
1015 B
Bash
#!/bin/bash
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ROOT_DIR=$1
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SOC_VERSION=$2
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if [[ "$SOC_VERSION" =~ ^ascend310 ]]; then
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# ASCEND310P series
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# currently, no custom aclnn ops for ASCEND310 series
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# CUSTOM_OPS=""
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# SOC_ARG="ascend310p"
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exit 0
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elif [[ "$SOC_VERSION" =~ ^ascend910b ]]; then
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# ASCEND910B (A2) series
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CUSTOM_OPS="grouped_matmul_swiglu_quant_weight_nz_tensor_list"
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SOC_ARG="ascend910b"
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elif [[ "$SOC_VERSION" =~ ^ascend910_93 ]]; then
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# ASCEND910C (A3) series
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CUSTOM_OPS="grouped_matmul_swiglu_quant_weight_nz_tensor_list"
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SOC_ARG="ascend910_93"
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else
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# others
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# currently, no custom aclnn ops for other series
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exit 0
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fi
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# build custom ops
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cd csrc
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rm -rf build output
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echo "building custom ops $CUSTOM_OPS for $SOC_VERSION"
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bash build.sh -n $CUSTOM_OPS -c $SOC_ARG
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# install custom ops to vllm_ascend/_cann_ops_custom
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./output/CANN-custom_ops*.run --install-path=$ROOT_DIR/vllm_ascend/_cann_ops_custom
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source $ROOT_DIR/vllm_ascend/_cann_ops_custom/vendors/customize/bin/set_env.bash
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