4d443b9228
### What this PR does / why we need it?
This PR restores #7029, which adds W8A8C8 support for dsv3.2/glm5 using
the `lightning_indexer_quant` ops in the pd-mix stage.
The original PR was reverted by #7288 because the patch did not work
with the recompute scheduler.
This PR also fixes the patching issue so that it works correctly with
the recompute scheduler.
### Does this PR introduce _any_ user-facing change?
Yes. To enable LI C8, users need to set the `enable_sparse_c8` option to
`"true"` in `additional_config`.
- vLLM version: v0.17.0
- vLLM main:
4034c3d32e
---------
Signed-off-by: rjg-lyh <1318825571@qq.com>
89 lines
3.1 KiB
Bash
89 lines
3.1 KiB
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 [[ "$SOC_VERSION" =~ ^ascend910b ]]; then
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# ASCEND910B (A2) series
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# dependency: catlass
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git config --global --add safe.directory "$ROOT_DIR"
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CATLASS_PATH=${ROOT_DIR}/csrc/third_party/catlass/include
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if [[ ! -d "${CATLASS_PATH}" ]]; then
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echo "dependency catlass is missing, try to fetch it..."
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if ! git submodule update --init --recursive; then
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echo "fetch failed"
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exit 1
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fi
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fi
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ABSOLUTE_CATLASS_PATH=$(cd "${CATLASS_PATH}" && pwd)
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export CPATH=${ABSOLUTE_CATLASS_PATH}:${CPATH}
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CUSTOM_OPS="moe_grouped_matmul;grouped_matmul_swiglu_quant_weight_nz_tensor_list;lightning_indexer_vllm;sparse_flash_attention;matmul_allreduce_add_rmsnorm;moe_init_routing_custom;moe_gating_top_k;add_rms_norm_bias;apply_top_k_top_p_custom;transpose_kv_cache_by_block;copy_and_expand_eagle_inputs;causal_conv1d;lightning_indexer_quant;"
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SOC_ARG="ascend910b"
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elif [[ "$SOC_VERSION" =~ ^ascend910_93 ]]; then
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# ASCEND910C (A3) series
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# dependency: catlass
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git config --global --add safe.directory "$ROOT_DIR"
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CATLASS_PATH=${ROOT_DIR}/csrc/third_party/catlass/include
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if [[ ! -d "${CATLASS_PATH}" ]]; then
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echo "dependency catlass is missing, try to fetch it..."
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if ! git submodule update --init --recursive; then
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echo "fetch failed"
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exit 1
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fi
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fi
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# dependency: cann-toolkit file moe_distribute_base.h
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HCCL_STRUCT_FILE_PATH=$(find -L "${ASCEND_TOOLKIT_HOME}" -name "moe_distribute_base.h" 2>/dev/null | head -n1)
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if [ -z "$HCCL_STRUCT_FILE_PATH" ]; then
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echo "cannot find moe_distribute_base.h file in CANN env"
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exit 1
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fi
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# for dispatch_gmm_combine_decode
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yes | cp "${HCCL_STRUCT_FILE_PATH}" "${ROOT_DIR}/csrc/utils/inc/kernel"
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CUSTOM_OPS_ARRAY=(
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"grouped_matmul_swiglu_quant_weight_nz_tensor_list"
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"lightning_indexer_vllm"
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"sparse_flash_attention"
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"dispatch_ffn_combine"
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"dispatch_ffn_combine_bf16"
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"dispatch_gmm_combine_decode"
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"moe_combine_normal"
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"moe_dispatch_normal"
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"dispatch_layout"
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"notify_dispatch"
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"moe_init_routing_custom"
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"moe_gating_top_k"
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"add_rms_norm_bias"
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"apply_top_k_top_p_custom"
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"transpose_kv_cache_by_block"
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"copy_and_expand_eagle_inputs"
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"causal_conv1d"
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"moe_grouped_matmul"
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"lightning_indexer_quant"
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)
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CUSTOM_OPS=$(IFS=';'; echo "${CUSTOM_OPS_ARRAY[*]}")
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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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