* Copyright (c) 2025-2026 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 histogram_v2_apt.cpp
* \brief
*/
#include "kernel_tiling/kernel_tiling.h"
#include "kernel_operator.h"
#ifndef HISTOGRAM_V2_THREAD_NUM
#ifdef __DAV_FPGA__
constexpr uint32_t THREAD_NUM = 128;
#else
constexpr uint32_t THREAD_NUM = 512;
#endif
#define HISTOGRAM_V2_THREAD_NUM
#endif
#include "arch35/histogram_v2_simt_full_load.h"
#include "arch35/histogram_v2_simt_full_load_det_fp32out.h"
#include "arch35/histogram_v2_simt_not_full_load.h"
#include "arch35/histogram_v2_simt_not_full_load_det_fp32out.h"
#include "arch35/histogram_v2_simt_not_full_load_simt.h"
using namespace HistogramV2SIMT;
#define TILING_KEY_UB_FULL_FP32 101
#define TILING_KEY_UB_FULL_INT32 102
#define TILING_KEY_UB_FULL_INT8 103
#define TILING_KEY_UB_FULL_UINT8 104
#define TILING_KEY_UB_FULL_INT16 105
#define TILING_KEY_UB_FULL_INT64 106
#define TILING_KEY_UB_FULL_FP16 107
#define TILING_KEY_UB_FULL_FP32_OUT_FP32 111
#define TILING_KEY_UB_FULL_FP16_OUT_FP32 117
#define TILING_KEY_UB_FULL_DET_FP32_OUT_FP32 1111
#define TILING_KEY_UB_FULL_DET_FP16_OUT_FP32 1117
#define TILING_KEY_UB_NOT_FULL_FP32 201
#define TILING_KEY_UB_NOT_FULL_INT32 202
#define TILING_KEY_UB_NOT_FULL_INT8 203
#define TILING_KEY_UB_NOT_FULL_UINT8 204
#define TILING_KEY_UB_NOT_FULL_INT16 205
#define TILING_KEY_UB_NOT_FULL_INT64 206
#define TILING_KEY_UB_NOT_FULL_FP16 207
#define TILING_KEY_UB_NOT_FULL_FP32_OUT_FP32 211
#define TILING_KEY_UB_NOT_FULL_FP16_OUT_FP32 217
#define TILING_KEY_UB_NOT_FULL_DET_FP32_OUT_FP32 1211
#define TILING_KEY_UB_NOT_FULL_DET_FP16_OUT_FP32 1217
#define TILING_KEY_UB_NOT_FULL_SIMT_FP32 301
#define TILING_KEY_UB_NOT_FULL_SIMT_INT32 302
#define TILING_KEY_UB_NOT_FULL_SIMT_INT8 303
#define TILING_KEY_UB_NOT_FULL_SIMT_UINT8 304
#define TILING_KEY_UB_NOT_FULL_SIMT_INT16 305
#define TILING_KEY_UB_NOT_FULL_SIMT_INT64 306
#define TILING_KEY_UB_NOT_FULL_SIMT_FP16 307
#define TILING_KEY_UB_NOT_FULL_SIMT_FP32_OUT_FP32 311
#define TILING_KEY_UB_NOT_FULL_SIMT_FP16_OUT_FP32 317
#define TILING_KEY_UB_NOT_FULL_SIMT_DET_FP32_OUT_FP32 1311
#define TILING_KEY_UB_NOT_FULL_SIMT_DET_FP16_OUT_FP32 1317
extern "C" __global__ __aicore__ void histogram_v2(
GM_ADDR x, GM_ADDR min, GM_ADDR max, GM_ADDR y, GM_ADDR workspace, GM_ADDR tiling)
{
KERNEL_TASK_TYPE_DEFAULT(KERNEL_TYPE_MIX_AIV_1_0);
if (g_coreType == AIC) {
return;
}
AscendC::TPipe tpipe;
if (TILING_KEY_IS(TILING_KEY_UB_FULL_FP32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtFullLoad<float, float> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_FULL_FP32_OUT_FP32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtFullLoad<float, float, float> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_FULL_DET_FP32_OUT_FP32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtFullLoadDetFp32Out<float, float> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_FULL_INT32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtFullLoad<int32_t, int64_t> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_FULL_INT8)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtFullLoad<int8_t, int32_t> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_FULL_UINT8)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtFullLoad<uint8_t, int32_t> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_FULL_INT16)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtFullLoad<int16_t, int32_t> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_FULL_INT64)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtFullLoad<int64_t, int64_t> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_FULL_FP16)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtFullLoad<half, float> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_FULL_FP16_OUT_FP32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtFullLoad<half, float, float> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_FULL_DET_FP16_OUT_FP32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtFullLoadDetFp32Out<half, float> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_FP32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoad<float, float> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_FP32_OUT_FP32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoad<float, float, float> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_DET_FP32_OUT_FP32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoadDetFp32Out<float, float> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_INT32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoad<int32_t, int64_t> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_INT8)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoad<int8_t, int32_t> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_UINT8)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoad<uint8_t, int32_t> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_INT16)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoad<int16_t, int32_t> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_INT64)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoad<int64_t, int64_t> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_FP16)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoad<half, float> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_FP16_OUT_FP32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoad<half, float, float> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_DET_FP16_OUT_FP32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoadDetFp32Out<half, float> op;
op.Init(x, min, max, y, tilingData, &tpipe);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_SIMT_FP32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoadGmAtomicAdd<float, float> op;
op.Init(x, min, max, y, tilingData);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_SIMT_FP32_OUT_FP32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoadGmAtomicAdd<float, float, float> op;
op.Init(x, min, max, y, tilingData);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_SIMT_DET_FP32_OUT_FP32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoadGmAtomicAdd<float, float, float> op;
op.Init(x, min, max, y, tilingData);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_SIMT_INT32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoadGmAtomicAdd<int32_t, int64_t> op;
op.Init(x, min, max, y, tilingData);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_SIMT_INT8)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoadGmAtomicAdd<int8_t, int32_t> op;
op.Init(x, min, max, y, tilingData);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_SIMT_UINT8)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoadGmAtomicAdd<uint8_t, int32_t> op;
op.Init(x, min, max, y, tilingData);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_SIMT_INT16)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoadGmAtomicAdd<int16_t, int32_t> op;
op.Init(x, min, max, y, tilingData);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_SIMT_INT64)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoadGmAtomicAdd<int64_t, int64_t> op;
op.Init(x, min, max, y, tilingData);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_SIMT_FP16)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoadGmAtomicAdd<half, float> op;
op.Init(x, min, max, y, tilingData);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_SIMT_FP16_OUT_FP32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoadGmAtomicAdd<half, float, float> op;
op.Init(x, min, max, y, tilingData);
op.Process();
} else if (TILING_KEY_IS(TILING_KEY_UB_NOT_FULL_SIMT_DET_FP16_OUT_FP32)) {
GET_TILING_DATA_WITH_STRUCT(HistogramV2SimtTilingData, tilingDataIn, tiling);
const HistogramV2SimtTilingData* __restrict tilingData = &tilingDataIn;
HistogramV2SIMT::HistogramV2SimtNotFullLoadGmAtomicAdd<half, float, float> op;
op.Init(x, min, max, y, tilingData);
op.Process();
}
}