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.
*/
namespace pto {
constexpr unsigned ElemPerRepeatB8 = 256;
constexpr unsigned ElemPerRepeatB16 = 128;
}
#include <pto/pto-inst.hpp>
#include <pto/common/constants.hpp>
#include "acl/acl.h"
using namespace pto;
#define PTO_DIV_ROUNDUP(x, y) (((x) + (y)-1) / (y))
#define PTO_CEIL(x, y) (PTO_DIV_ROUNDUP(x, y) * (y))
template <int validRows, int validCols, HistByte byte>
__global__ AICORE void runTHistogram(__gm__ uint16_t *src, __gm__ uint32_t __out__ *dst, __gm__ uint8_t *idx)
{
constexpr uint16_t alignedSrcCol = PTO_CEIL(validCols, BLOCK_BYTE_SIZE / sizeof(uint16_t));
constexpr uint16_t alignedIdxBytes = PTO_CEIL(validRows * sizeof(uint8_t), BLOCK_BYTE_SIZE);
constexpr bool isMSB = (byte == HistByte::BYTE_1);
using GlobalDataSrc =
GlobalTensor<uint16_t, Shape<1, 1, 1, validRows, validCols>, pto::Stride<1, 1, 1, validCols, 1>>;
using GlobalDataDst = GlobalTensor<uint32_t, Shape<1, 1, 1, validRows, 256>, pto::Stride<1, 1, 1, 256, 1>>;
using GlobalDataIdx = GlobalTensor<uint8_t, Shape<1, 1, 1, validRows, 1>, pto::Stride<1, 1, 1, 1, 1>, Layout::DN>;
using TileDataSrc = Tile<TileType::Vec, uint16_t, validRows, alignedSrcCol, BLayout::RowMajor, -1, -1>;
using TileDataDst = Tile<TileType::Vec, uint32_t, validRows, 256, BLayout::RowMajor, -1, -1>;
using TileDataIdx = Tile<TileType::Vec, uint8_t, alignedIdxBytes, 1, BLayout::ColMajor, -1, -1>;
TileDataSrc srcTile(validRows, validCols);
TileDataDst dstTile(validRows, 256);
TileDataIdx idxTile(validRows, 1);
TASSIGN(srcTile, 0x0);
TASSIGN(dstTile, 0x10000);
TASSIGN(idxTile, 0x30000);
GlobalDataSrc srcGlobal(src);
GlobalDataDst dstGlobal(dst);
GlobalDataIdx idxGlobal(idx);
TLOAD(srcTile, srcGlobal);
if constexpr (!isMSB) {
TLOAD(idxTile, idxGlobal);
}
set_flag(PIPE_MTE2, PIPE_V, EVENT_ID0);
wait_flag(PIPE_MTE2, PIPE_V, EVENT_ID0);
THISTOGRAM<byte>(dstTile, srcTile, idxTile);
set_flag(PIPE_V, PIPE_MTE3, EVENT_ID0);
wait_flag(PIPE_V, PIPE_MTE3, EVENT_ID0);
TSTORE(dstGlobal, dstTile);
}
template <int validRows, int validCols, HistByte byte>
void LaunchTHistogramU16(uint16_t *src, uint32_t *dst, void *stream, uint8_t *idx)
{
runTHistogram<validRows, validCols, byte><<<1, nullptr, stream>>>(src, dst, idx);
}
template void LaunchTHistogramU16<2, 128, HistByte::BYTE_1>(uint16_t *src, uint32_t *dst, void *stream, uint8_t *idx);
template void LaunchTHistogramU16<4, 64, HistByte::BYTE_1>(uint16_t *src, uint32_t *dst, void *stream, uint8_t *idx);
template void LaunchTHistogramU16<8, 128, HistByte::BYTE_1>(uint16_t *src, uint32_t *dst, void *stream, uint8_t *idx);
template void LaunchTHistogramU16<1, 256, HistByte::BYTE_1>(uint16_t *src, uint32_t *dst, void *stream, uint8_t *idx);
template void LaunchTHistogramU16<4, 256, HistByte::BYTE_1>(uint16_t *src, uint32_t *dst, void *stream, uint8_t *idx);
template void LaunchTHistogramU16<2, 100, HistByte::BYTE_1>(uint16_t *src, uint32_t *dst, void *stream, uint8_t *idx);
template void LaunchTHistogramU16<2, 128, HistByte::BYTE_0>(uint16_t *src, uint32_t *dst, void *stream, uint8_t *idx);
template void LaunchTHistogramU16<4, 64, HistByte::BYTE_0>(uint16_t *src, uint32_t *dst, void *stream, uint8_t *idx);
template void LaunchTHistogramU16<8, 128, HistByte::BYTE_0>(uint16_t *src, uint32_t *dst, void *stream, uint8_t *idx);
template void LaunchTHistogramU16<1, 256, HistByte::BYTE_0>(uint16_t *src, uint32_t *dst, void *stream, uint8_t *idx);
template void LaunchTHistogramU16<4, 256, HistByte::BYTE_0>(uint16_t *src, uint32_t *dst, void *stream, uint8_t *idx);
template void LaunchTHistogramU16<2, 100, HistByte::BYTE_0>(uint16_t *src, uint32_t *dst, void *stream, uint8_t *idx);
template <int validRows, int validCols, HistByte byte>
__global__ AICORE void runTHistogramU32(__gm__ uint32_t *src, __gm__ uint32_t __out__ *dst, __gm__ uint8_t *idx)
{
constexpr uint16_t alignedCol = PTO_CEIL(validCols, BLOCK_BYTE_SIZE / sizeof(uint8_t));
constexpr int byteVal = static_cast<int>(byte);
constexpr int numIdxRows = 3 - byteVal;
constexpr int idxRows = numIdxRows > 0 ? numIdxRows : 1;
constexpr int idxCols = numIdxRows > 0 ? validCols : 1;
constexpr uint16_t alignedIdxCol = numIdxRows > 0 ? alignedCol : PTO_CEIL(1, BLOCK_BYTE_SIZE / sizeof(uint8_t));
using GlobalDataSrc =
GlobalTensor<uint32_t, Shape<1, 1, 1, validRows, validCols>, pto::Stride<1, 1, 1, validCols, 1>>;
using GlobalDataDst = GlobalTensor<uint32_t, Shape<1, 1, 1, validRows, 256>, pto::Stride<1, 1, 1, 256, 1>>;
using GlobalDataIdx = GlobalTensor<uint8_t, Shape<1, 1, 1, idxRows, idxCols>, pto::Stride<1, 1, 1, idxCols, 1>>;
using TileDataSrc = Tile<TileType::Vec, uint32_t, validRows, alignedCol, BLayout::RowMajor, -1, -1>;
using TileDataDst = Tile<TileType::Vec, uint32_t, validRows, 256, BLayout::RowMajor, -1, -1>;
using TileDataIdx = Tile<TileType::Vec, uint8_t, idxRows, alignedIdxCol, BLayout::RowMajor, -1, -1>;
TileDataSrc srcTile(validRows, validCols);
TileDataDst dstTile(validRows, 256);
TileDataIdx idxTile(idxRows, idxCols);
TASSIGN(srcTile, 0x0);
TASSIGN(dstTile, 0x10000);
TASSIGN(idxTile, 0x30000);
GlobalDataSrc srcGlobal(src);
GlobalDataDst dstGlobal(dst);
GlobalDataIdx idxGlobal(idx);
TLOAD(srcTile, srcGlobal);
if constexpr (byte != HistByte::BYTE_3) {
TLOAD(idxTile, idxGlobal);
}
set_flag(PIPE_MTE2, PIPE_V, EVENT_ID0);
wait_flag(PIPE_MTE2, PIPE_V, EVENT_ID0);
THISTOGRAM<byte>(dstTile, srcTile, idxTile);
set_flag(PIPE_V, PIPE_MTE3, EVENT_ID0);
wait_flag(PIPE_V, PIPE_MTE3, EVENT_ID0);
TSTORE(dstGlobal, dstTile);
}
template <int validRows, int validCols, HistByte byte>
void LaunchTHistogramU32(uint32_t *src, uint32_t *dst, void *stream, uint8_t *idx)
{
runTHistogramU32<validRows, validCols, byte><<<1, nullptr, stream>>>(src, dst, idx);
}
template void LaunchTHistogramU32<1, 128, HistByte::BYTE_3>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<1, 256, HistByte::BYTE_3>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<2, 128, HistByte::BYTE_3>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<2, 4096, HistByte::BYTE_3>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<4, 4096, HistByte::BYTE_3>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<2, 192, HistByte::BYTE_3>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<6, 912, HistByte::BYTE_3>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<1, 128, HistByte::BYTE_2>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<1, 256, HistByte::BYTE_2>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<2, 128, HistByte::BYTE_2>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<2, 4096, HistByte::BYTE_2>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<4, 4096, HistByte::BYTE_2>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<2, 192, HistByte::BYTE_2>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<6, 912, HistByte::BYTE_2>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<1, 128, HistByte::BYTE_1>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<1, 256, HistByte::BYTE_1>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<2, 4096, HistByte::BYTE_1>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<2, 192, HistByte::BYTE_1>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<6, 912, HistByte::BYTE_1>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<1, 128, HistByte::BYTE_0>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<1, 256, HistByte::BYTE_0>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<2, 4096, HistByte::BYTE_0>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<2, 192, HistByte::BYTE_0>(uint32_t *, uint32_t *, void *, uint8_t *);
template void LaunchTHistogramU32<6, 912, HistByte::BYTE_0>(uint32_t *, uint32_t *, void *, uint8_t *);