init v0.23.0

Signed-off-by: Sun Ruoxi <sunruoxi@4paradigm.com>
2026-08-27 15:11:51 +08:00
parent b582a8e7d1
commit 7f8a1b1f7a
2849 changed files with 712887 additions and 22001 deletions
--- a/csrc/attention/lightning_indexer/op_host/lightning_indexer_def.cpp
+++ b/csrc/attention/lightning_indexer/op_host/lightning_indexer_def.cpp
@@ -0,0 +1,81 @@
+/**
+ * Copyright (c) 2025 Huawei Technologies Co., Ltd.
+ * This program is free software, you can redistribute it and/or modify it under the terms and conditions of
+ * CANN Open Software License Agreement Version 2.0 (the "License").
+ * Please refer to the License for details. You may not use this file except in compliance with the License.
+ * THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
+ * INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
+ * See LICENSE in the root of the software repository for the full text of the License.
+ */
+
+/*!
+ * \file lightning_indexer_def.cpp
+ * \brief
+ */
+#include <cstdint>
+#include "register/op_def_registry.h"
+
+namespace ops {
+class LightningIndexer : public OpDef {
+public:
+    explicit LightningIndexer(const char *name) : OpDef(name)
+    {
+        this->Input("query")
+            .ParamType(REQUIRED)
+            .DataType({ge::DT_BF16, ge::DT_FLOAT16, ge::DT_BF16, ge::DT_FLOAT16})
+            .FormatList({ge::FORMAT_ND})
+            .AutoContiguous();
+        this->Input("key")
+            .ParamType(REQUIRED)
+            .DataType({ge::DT_BF16, ge::DT_FLOAT16, ge::DT_BF16, ge::DT_FLOAT16})
+            .FormatList({ge::FORMAT_ND})
+            .AutoContiguous();
+        this->Input("weights")
+            .ParamType(REQUIRED)
+            .DataType({ge::DT_BF16, ge::DT_FLOAT16, ge::DT_FLOAT, ge::DT_FLOAT})
+            .FormatList({ge::FORMAT_ND})
+            .AutoContiguous();
+        this->Input("actual_seq_lengths_query")
+            .ParamType(OPTIONAL)
+            .DataTypeList({ge::DT_INT32})
+            .FormatList({ge::FORMAT_ND})
+            .AutoContiguous();
+        this->Input("actual_seq_lengths_key")
+            .ParamType(OPTIONAL)
+            .DataTypeList({ge::DT_INT32})
+            .FormatList({ge::FORMAT_ND})
+            .AutoContiguous();
+        this->Input("block_table")
+            .ParamType(OPTIONAL)
+            .DataTypeList({ge::DT_INT32})
+            .FormatList({ge::FORMAT_ND})
+            .AutoContiguous();
+        this->Output("sparse_indices")
+            .ParamType(REQUIRED)
+            .DataTypeList({ge::DT_INT32})
+            .FormatList({ge::FORMAT_ND});
+        this->Output("sparse_values")
+            .ParamType(REQUIRED)
+            .DataType({ge::DT_BF16, ge::DT_FLOAT16, ge::DT_BF16, ge::DT_FLOAT16})
+            .FormatList({ge::FORMAT_ND});
+        this->Attr("layout_query").AttrType(OPTIONAL).String("BSND");
+        this->Attr("layout_key").AttrType(OPTIONAL).String("BSND");
+        this->Attr("sparse_count").AttrType(OPTIONAL).Int(2048); // 2048:默认值，筛选前2048
+        this->Attr("sparse_mode").AttrType(OPTIONAL).Int(3);       // 3:默认值，只计算下三角
+        this->Attr("pre_tokens").AttrType(OPTIONAL).Int(INT64_MAX);
+        this->Attr("next_tokens").AttrType(OPTIONAL).Int(INT64_MAX);
+        this->Attr("return_values").AttrType(OPTIONAL).Bool(false);
+        OpAICoreConfig aicore_config;
+        aicore_config.DynamicCompileStaticFlag(true)
+            .DynamicFormatFlag(true)
+            .DynamicRankSupportFlag(true)
+            .DynamicShapeSupportFlag(true)
+            .NeedCheckSupportFlag(false)
+            .PrecisionReduceFlag(true);
+        this->AICore().AddConfig("ascend910b", aicore_config);
+        this->AICore().AddConfig("ascend910_93", aicore_config);
+        this->AICore().AddConfig("ascend950", aicore_config);
+    }
+};
+OP_ADD(LightningIndexer);
+} // namespace ops