* Copyright (c) 2026 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 embedding.cpp
* \brief
*/
#include "arch35/embedding_simt_two_dim.h"
#include "arch35/embedding_simt_no_contiguous.h"
using namespace AscendC;
using namespace Embedding;
#define SIMT_TWO_DIM_B8_INDEX_SIZE_32_TILING_KEY 2000000001UL
#define SIMT_TWO_DIM_B16_INDEX_SIZE_32_TILING_KEY 2000000002UL
#define SIMT_TWO_DIM_B32_INDEX_SIZE_32_TILING_KEY 2000000004UL
#define SIMT_TWO_DIM_B64_INDEX_SIZE_32_TILING_KEY 2000000008UL
#define EMBEDDING_NO_CONTIGUOUS_B8_INDEX_SIZE_INT32 101
#define EMBEDDING_NO_CONTIGUOUS_B16_INDEX_SIZE_INT32 102
#define EMBEDDING_NO_CONTIGUOUS_B32_INDEX_SIZE_INT32 104
#define EMBEDDING_NO_CONTIGUOUS_B64_INDEX_SIZE_INT32 108
#define EMBEDDING_NO_CONTIGUOUS_B8_INDEX_SIZE_INT64 111
#define EMBEDDING_NO_CONTIGUOUS_B16_INDEX_SIZE_INT64 112
#define EMBEDDING_NO_CONTIGUOUS_B32_INDEX_SIZE_INT64 114
#define EMBEDDING_NO_CONTIGUOUS_B64_INDEX_SIZE_INT64 118
extern "C" __global__ __aicore__ void embedding(GM_ADDR x, GM_ADDR indices, GM_ADDR y, GM_ADDR workspace,
GM_ADDR tiling)
{
KERNEL_TASK_TYPE_DEFAULT(KERNEL_TYPE_AIV_ONLY);
TPipe pipe;
if (TILING_KEY_IS(EMBEDDING_NO_CONTIGUOUS_B8_INDEX_SIZE_INT32)) {
GET_TILING_DATA_WITH_STRUCT(EmbeddingNoContiguousTilingData, tilingData, tiling);
EmbeddingKernelNoContiguous<int8_t, DTYPE_INDICES, uint32_t> embeddingOp(&tilingData, &pipe);
embeddingOp.Init(x, indices, y);
embeddingOp.Process();
} else if (TILING_KEY_IS(EMBEDDING_NO_CONTIGUOUS_B16_INDEX_SIZE_INT32)) {
GET_TILING_DATA_WITH_STRUCT(EmbeddingNoContiguousTilingData, tilingData, tiling);
EmbeddingKernelNoContiguous<int16_t, DTYPE_INDICES, uint32_t> embeddingOp(&tilingData, &pipe);
embeddingOp.Init(x, indices, y);
embeddingOp.Process();
} else if (TILING_KEY_IS(EMBEDDING_NO_CONTIGUOUS_B32_INDEX_SIZE_INT32)) {
GET_TILING_DATA_WITH_STRUCT(EmbeddingNoContiguousTilingData, tilingData, tiling);
EmbeddingKernelNoContiguous<int32_t, DTYPE_INDICES, uint32_t> embeddingOp(&tilingData, &pipe);
embeddingOp.Init(x, indices, y);
embeddingOp.Process();
} else if (TILING_KEY_IS(EMBEDDING_NO_CONTIGUOUS_B64_INDEX_SIZE_INT32)) {
GET_TILING_DATA_WITH_STRUCT(EmbeddingNoContiguousTilingData, tilingData, tiling);
EmbeddingKernelNoContiguous<int64_t, DTYPE_INDICES, uint32_t> embeddingOp(&tilingData, &pipe);
embeddingOp.Init(x, indices, y);
embeddingOp.Process();
} else if (TILING_KEY_IS(EMBEDDING_NO_CONTIGUOUS_B8_INDEX_SIZE_INT64)) {
GET_TILING_DATA_WITH_STRUCT(EmbeddingNoContiguousTilingData, tilingData, tiling);
EmbeddingKernelNoContiguous<int8_t, DTYPE_INDICES, uint64_t> embeddingOp(&tilingData, &pipe);
embeddingOp.Init(x, indices, y);
embeddingOp.Process();
} else if (TILING_KEY_IS(EMBEDDING_NO_CONTIGUOUS_B16_INDEX_SIZE_INT64)) {
GET_TILING_DATA_WITH_STRUCT(EmbeddingNoContiguousTilingData, tilingData, tiling);
EmbeddingKernelNoContiguous<int16_t, DTYPE_INDICES, uint64_t> embeddingOp(&tilingData, &pipe);
embeddingOp.Init(x, indices, y);
embeddingOp.Process();
} else if (TILING_KEY_IS(EMBEDDING_NO_CONTIGUOUS_B32_INDEX_SIZE_INT64)) {
GET_TILING_DATA_WITH_STRUCT(EmbeddingNoContiguousTilingData, tilingData, tiling);
EmbeddingKernelNoContiguous<int32_t, DTYPE_INDICES, uint64_t> embeddingOp(&tilingData, &pipe);
embeddingOp.Init(x, indices, y);
embeddingOp.Process();
} else if (TILING_KEY_IS(EMBEDDING_NO_CONTIGUOUS_B64_INDEX_SIZE_INT64)) {
GET_TILING_DATA_WITH_STRUCT(EmbeddingNoContiguousTilingData, tilingData, tiling);
EmbeddingKernelNoContiguous<int64_t, DTYPE_INDICES, uint64_t> embeddingOp(&tilingData, &pipe);
embeddingOp.Init(x, indices, y);
embeddingOp.Process();
} else if (TILING_KEY_IS(SIMT_TWO_DIM_B8_INDEX_SIZE_32_TILING_KEY)) {
GET_TILING_DATA_PTR_WITH_STRUCT(EmbeddingTilingDataSimtTwoDim, tilingData, tiling);
EmbeddingSimtTwoDim<int8_t, DTYPE_INDICES, uint32_t> embeddingOp;
embeddingOp.Init(x, indices, y, tilingData);
embeddingOp.Process();
} else if (TILING_KEY_IS(SIMT_TWO_DIM_B16_INDEX_SIZE_32_TILING_KEY)) {
GET_TILING_DATA_PTR_WITH_STRUCT(EmbeddingTilingDataSimtTwoDim, tilingData, tiling);
EmbeddingSimtTwoDim<int16_t, DTYPE_INDICES, uint32_t> embeddingOp;
embeddingOp.Init(x, indices, y, tilingData);
embeddingOp.Process();
} else if (TILING_KEY_IS(SIMT_TWO_DIM_B32_INDEX_SIZE_32_TILING_KEY)) {
GET_TILING_DATA_PTR_WITH_STRUCT(EmbeddingTilingDataSimtTwoDim, tilingData, tiling);
EmbeddingSimtTwoDim<int32_t, DTYPE_INDICES, uint32_t> embeddingOp;
embeddingOp.Init(x, indices, y, tilingData);
embeddingOp.Process();
} else if (TILING_KEY_IS(SIMT_TWO_DIM_B64_INDEX_SIZE_32_TILING_KEY)) {
GET_TILING_DATA_PTR_WITH_STRUCT(EmbeddingTilingDataSimtTwoDim, tilingData, tiling);
EmbeddingSimtTwoDim<int64_t, DTYPE_INDICES, uint32_t> embeddingOp;
embeddingOp.Init(x, indices, y, tilingData);
embeddingOp.Process();
}
}