[Model] GLM5 adaptation (#6642)

### What this PR does / why we need it?
GLM5 adaptation
1. use torch_npu.npu_lightning_indexer for GLM5
2. forbid eagle proposer when fullgraph mode is enabled because of bugs
3. add quatization config for GLM5
### Does this PR introduce _any_ user-facing change?
N/A
### How was this patch tested?
by ci
- vLLM main:
978a37c823

---------

Signed-off-by: yydyzr <liuyuncong1@huawei.com>
Signed-off-by: shenchuxiaofugui <1311027364@qq.com>
Co-authored-by: shenchuxiaofugui <1311027364@qq.com>

csrc/build_aclnn.sh

@@ -24,7 +24,7 @@ elif [[ "$SOC_VERSION" =~ ^ascend910b ]]; then
     ABSOLUTE_CATLASS_PATH=$(cd "${CATLASS_PATH}" && pwd)
     export CPATH=${ABSOLUTE_CATLASS_PATH}:${CPATH}
 
-    CUSTOM_OPS="grouped_matmul_swiglu_quant_weight_nz_tensor_list;lightning_indexer;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;"
+    CUSTOM_OPS="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;"
     SOC_ARG="ascend910b"
 elif [[ "$SOC_VERSION" =~ ^ascend910_93 ]]; then
     # ASCEND910C (A3) series
@@ -68,7 +68,7 @@ elif [[ "$SOC_VERSION" =~ ^ascend910_93 ]]; then
 
     CUSTOM_OPS_ARRAY=(
         "grouped_matmul_swiglu_quant_weight_nz_tensor_list"
-        "lightning_indexer"
+        "lightning_indexer_vllm"
         "sparse_flash_attention"
         "dispatch_ffn_combine"
         "dispatch_ffn_combine_bf16"

csrc/lightning_indexer_vllm/op_host/CMakeLists.txt

@@ -8,7 +8,7 @@
 # ======================================================================================================================
 
 add_ops_compile_options(
-        OP_NAME LightningIndexer
+        OP_NAME LightningIndexerVllm
         OPTIONS --cce-auto-sync=off
                 -Wno-deprecated-declarations
                 -Werror
@@ -16,19 +16,19 @@ add_ops_compile_options(
                 --op_relocatable_kernel_binary=true
 )
 
-set(lightning_indexer_depends transformer/attention/lightning_indexer PARENT_SCOPE)
+set(lightning_indexer_vllm_depends transformer/attention/lightning_indexer_vllm PARENT_SCOPE)
 
 target_sources(op_host_aclnn PRIVATE
-        lightning_indexer_def.cpp
+        lightning_indexer_vllm_def.cpp
 )
 
 target_sources(optiling PRIVATE
-        lightning_indexer_tiling.cpp
+        lightning_indexer_vllm_tiling.cpp
 )
 
 if (NOT BUILD_OPEN_PROJECT)
     target_sources(opmaster_ct PRIVATE
-        lightning_indexer_tiling.cpp
+        lightning_indexer_vllm_tiling.cpp
     )
 endif ()
 
@@ -37,6 +37,6 @@ target_include_directories(optiling PRIVATE
 )
 
 target_sources(opsproto PRIVATE
-        lightning_indexer_proto.cpp
+        lightning_indexer_vllm_proto.cpp
 )
 

csrc/lightning_indexer_vllm/op_host/lightning_indexer_vllm_def.cpp

@@ -16,9 +16,9 @@
 #include "register/op_def_registry.h"
 
 namespace ops {
-class LightningIndexer : public OpDef {
+class LightningIndexerVllm : public OpDef {
 public:
-    explicit LightningIndexer(const char *name) : OpDef(name)
+    explicit LightningIndexerVllm(const char *name) : OpDef(name)
     {
         this->Input("query")
             .ParamType(REQUIRED)
@@ -68,5 +68,5 @@ public:
         this->AICore().AddConfig("ascend910_93", aicore_config);
     }
 };
-OP_ADD(LightningIndexer);
+OP_ADD(LightningIndexerVllm);
 } // namespace ops

csrc/lightning_indexer_vllm/op_host/lightning_indexer_vllm_proto.cpp

@@ -90,7 +90,7 @@ static ge::graphStatus InferDataTypeLightningIndexer(gert::InferDataTypeContext
     return GRAPH_SUCCESS;
 }
 
-IMPL_OP_INFERSHAPE(LightningIndexer)
+IMPL_OP_INFERSHAPE(LightningIndexerVllm)
     .InferShape(InferShapeLightningIndexer)
     .InferDataType(InferDataTypeLightningIndexer);
 } // namespace ops

csrc/lightning_indexer_vllm/op_host/lightning_indexer_vllm_tiling.cpp

@@ -13,7 +13,7 @@
  * \brief
  */
 
-#include "lightning_indexer_tiling.h"
+#include "lightning_indexer_vllm_tiling.h"
 #include "../op_kernel/lightning_indexer_template_tiling_key.h"
 
 using namespace ge;
@@ -687,7 +687,7 @@ ge::graphStatus TilingForLightningIndexer(gert::TilingContext *context)
     return liTiling.DoTiling(&liInfo);
 }
 
-IMPL_OP_OPTILING(LightningIndexer)
+IMPL_OP_OPTILING(LightningIndexerVllm)
     .Tiling(TilingForLightningIndexer)
     .TilingParse<LICompileInfo>(TilingPrepareForLightningIndexer);
 

csrc/lightning_indexer_vllm/op_host/lightning_indexer_vllm_tiling.h

@@ -80,7 +80,7 @@ TILING_DATA_FIELD_DEF(uint32_t, blockSize)
 TILING_DATA_FIELD_DEF(uint32_t, maxBlockNumPerBatch)
 TILING_DATA_FIELD_DEF(uint32_t, sparseMode)
 END_TILING_DATA_DEF
-REGISTER_TILING_DATA_CLASS(LightningIndexer, LITilingData)
+REGISTER_TILING_DATA_CLASS(LightningIndexerVllm, LITilingData)
 
 struct LICompileInfo {};
 
@@ -212,4 +212,4 @@ private:
 };
 
 } // namespace optiling
-#endif // LIGHTNING_INDEXER_TILING_H_
+#endif // LIGHTNING_INDEXER_TILING_H_

csrc/lightning_indexer_vllm/op_kernel/lightning_indexer_template_tiling_key.h

@@ -28,7 +28,7 @@
 
 #define ASCENDC_TPL_4_BW 4
 
-ASCENDC_TPL_ARGS_DECL(LightningIndexer,
+ASCENDC_TPL_ARGS_DECL(LightningIndexerVllm,
                       ASCENDC_TPL_DTYPE_DECL(DT_Q, LI_TPL_FP16, LI_TPL_BF16),
                       ASCENDC_TPL_DTYPE_DECL(DT_K, LI_TPL_FP16, LI_TPL_BF16),
                       ASCENDC_TPL_DTYPE_DECL(DT_OUT, LI_TPL_INT32), ASCENDC_TPL_BOOL_DECL(PAGE_ATTENTION, 0, 1),

csrc/lightning_indexer_vllm/op_kernel/lightning_indexer_vllm.cpp

@@ -35,7 +35,7 @@ using namespace LIKernel;
 
 
 template <int DT_Q, int DT_K, int DT_OUT, int PAGE_ATTENTION, int LAYOUT_T, int K_LAYOUT_T>
-__global__ __aicore__ void lightning_indexer(__gm__ uint8_t *query, __gm__ uint8_t *key, __gm__ uint8_t *weights,
+__global__ __aicore__ void lightning_indexer_vllm(__gm__ uint8_t *query, __gm__ uint8_t *key, __gm__ uint8_t *weights,
                                              __gm__ uint8_t *actualSeqLengthsQ, __gm__ uint8_t *actualSeqLengths,
                                              __gm__ uint8_t *blocktable, __gm__ uint8_t *sparseIndices,
                                              __gm__ uint8_t *workspace, __gm__ uint8_t *tiling)

csrc/torch_binding.cpp

@@ -739,7 +739,7 @@ at::Tensor npu_lightning_indexer(
     char *query_layout_ptr = const_cast<char *>(query_layout_str.c_str());
     char *key_layout_ptr = const_cast<char *>(key_layout_str.c_str());
     EXEC_NPU_CMD(
-        aclnnLightningIndexer,
+        aclnnLightningIndexerVllm,
         query,
         key,
         weights,