* 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.
*/
#include "aclnn_min_dim.h"
#include "argmin_with_value.h"
#include "aclnn_kernels/cast.h"
#include "aclnn_kernels/contiguous.h"
#include "aclnn_kernels/common/op_error_check.h"
#include "opdev/common_types.h"
#include "opdev/shape_utils.h"
#include "opdev/data_type_utils.h"
#include "opdev/format_utils.h"
#include "opdev/op_dfx.h"
#include "opdev/op_executor.h"
#include "opdev/op_log.h"
#include "opdev/tensor_view_utils.h"
#include "opdev/platform.h"
#include "op_api/aclnn_check.h"
using namespace op;
#ifdef __cplusplus
extern "C" {
#endif
constexpr size_t MAX_DIM_LEN = 8;
static const std::initializer_list<op::DataType> DTYPE_SUPPORT_910_LIST = {
op::DataType::DT_FLOAT, op::DataType::DT_FLOAT16,
op::DataType::DT_INT64, op::DataType::DT_BOOL};
static const std::initializer_list<op::DataType> DTYPE_SUPPORT_GE910B_LIST = {
op::DataType::DT_FLOAT, op::DataType::DT_FLOAT16,
op::DataType::DT_INT64, op::DataType::DT_BOOL,
op::DataType::DT_BF16};
namespace {
static const std::initializer_list<op::DataType> DTYPE_SUPPORT_REGBASE_MIN_DIM_LIST = {
op::DataType::DT_FLOAT, op::DataType::DT_FLOAT16,
op::DataType::DT_INT64, op::DataType::DT_BOOL,
op::DataType::DT_BF16, op::DataType::DT_INT32};
}
static inline bool CheckSocVersionGe910B(void) {
auto curArch = GetCurrentPlatformInfo().GetCurNpuArch();
return curArch == NpuArch::DAV_2201 || IsRegBase(curArch);
}
static inline bool CheckSocVersionGe910(void) {
auto curArch = GetCurrentPlatformInfo().GetCurNpuArch();
return curArch == NpuArch::DAV_1001 || curArch == NpuArch::DAV_2201 ||
IsRegBase(curArch);
}
static bool CheckDtypeValid(const aclTensor *self, const aclTensor *out) {
std::initializer_list<DataType> CURRENT_DTYPE_SUPPORT_LIST;
if (IsRegBase()) {
CURRENT_DTYPE_SUPPORT_LIST = DTYPE_SUPPORT_REGBASE_MIN_DIM_LIST;
} else {
bool isGe910BSocVersion = CheckSocVersionGe910B();
CURRENT_DTYPE_SUPPORT_LIST = isGe910BSocVersion ? DTYPE_SUPPORT_GE910B_LIST : DTYPE_SUPPORT_910_LIST;
}
OP_CHECK_DTYPE_NOT_SUPPORT(self, CURRENT_DTYPE_SUPPORT_LIST, return false);
OP_CHECK_DTYPE_NOT_SAME(self, out, return false);
return true;
}
static bool CheckNotNull(const aclTensor *self, const aclTensor *out, const aclTensor *indices) {
OP_CHECK_NULL(self, return false);
OP_CHECK_NULL(out, return false);
OP_CHECK_NULL(indices, return false);
return true;
}
static bool CheckShape(const aclTensor *self, const aclTensor *out, const aclTensor *indices) {
OP_CHECK_MAX_DIM(self, MAX_DIM_LEN, return false);
OP_CHECK_MAX_DIM(out, MAX_DIM_LEN, return false);
OP_CHECK_MAX_DIM(indices, MAX_DIM_LEN, return false);
return true;
}
static bool CheckDim(const aclTensor *self, const int64_t dim)
{
int64_t shapeSize = self->GetViewShape().GetDimNum();
int64_t dimMin = -1 * shapeSize;
int64_t dimMax = shapeSize - 1;
if (shapeSize == 0) {
dimMin = -1;
dimMax = 0;
}
if ((dim > dimMax) || (dim < dimMin)) {
OP_LOGE(ACLNN_ERR_PARAM_INVALID, "dim should within the range of [[%ld], [%ld]].", dimMin, dimMax);
return false;
}
return true;
}
static aclnnStatus CheckParams(const aclTensor *self, const int64_t dim,
const aclTensor *out, const aclTensor *indices) {
CHECK_RET(CheckNotNull(self, out, indices), ACLNN_ERR_PARAM_NULLPTR);
CHECK_RET(CheckDtypeValid(self, out), ACLNN_ERR_PARAM_INVALID);
CHECK_RET(CheckShape(self, out, indices), ACLNN_ERR_PARAM_INVALID);
CHECK_RET(CheckDim(self, dim), ACLNN_ERR_PARAM_INVALID);
return ACLNN_SUCCESS;
}
aclnnStatus aclnnMinDimGetWorkspaceSize(const aclTensor *self, int64_t dim, bool keepdim,
aclTensor *out, aclTensor *indices, uint64_t *workspaceSize, aclOpExecutor **executor) {
L2_DFX_PHASE_1(aclnnMinDim, DFX_IN(self, dim, keepdim), DFX_OUT(out, indices));
auto ret = CheckParams(self, dim, out, indices);
CHECK_RET(ret == ACLNN_SUCCESS, ret);
auto uniqueExecutor = CREATE_EXECUTOR();
CHECK_RET(uniqueExecutor.get() != nullptr, ACLNN_ERR_INNER_CREATE_EXECUTOR);
if (self->IsEmpty()) {
*workspaceSize = 0;
uniqueExecutor.ReleaseTo(executor);
return ACLNN_SUCCESS;
}
auto self_contiguous = l0op::Contiguous(self, uniqueExecutor.get());
CHECK_RET(self_contiguous != nullptr, ACLNN_ERR_PARAM_NULLPTR);
const aclTensor *self_cast;
bool isGe910SocVersion = CheckSocVersionGe910();
if (self->GetDataType() == op::DataType::DT_BOOL) {
self_cast = l0op::Cast(self_contiguous, op::DataType::DT_FLOAT, uniqueExecutor.get());
CHECK_RET(self_cast != nullptr, ACLNN_ERR_PARAM_NULLPTR);
} else if (self->GetDataType() == op::DataType::DT_INT64 && !isGe910SocVersion) {
self_cast = l0op::Cast(self_contiguous, op::DataType::DT_FLOAT, uniqueExecutor.get());
CHECK_RET(self_cast != nullptr, ACLNN_ERR_PARAM_NULLPTR);
} else {
self_cast = self_contiguous;
}
std::tuple<aclTensor*, aclTensor*> result;
if (IsRegBase()) {
result = l0op::ArgMinWithValue(self_cast, dim, keepdim, indices->GetDataType(), uniqueExecutor.get());
} else {
result = l0op::ArgMinWithValue(self_cast, dim, keepdim, op::DataType::DT_INT32, uniqueExecutor.get());
}
CHECK_RET(std::get<0>(result) != nullptr, ACLNN_ERR_PARAM_NULLPTR);
CHECK_RET(std::get<1>(result) != nullptr, ACLNN_ERR_PARAM_NULLPTR);
auto argmin_indices = std::get<0>(result);
auto argmin_out = std::get<1>(result);
CHECK_RET(CheckShapeAndScalarSame(argmin_indices, indices), ACLNN_ERR_PARAM_INVALID);
CHECK_RET(CheckShapeAndScalarSame(argmin_out, out), ACLNN_ERR_PARAM_INVALID);
auto indices_res = l0op::Cast(argmin_indices, indices->GetDataType(), uniqueExecutor.get());
CHECK_RET(indices_res != nullptr, ACLNN_ERR_PARAM_NULLPTR);
auto out_res = l0op::Cast(argmin_out, out->GetDataType(), uniqueExecutor.get());
CHECK_RET(out_res != nullptr, ACLNN_ERR_PARAM_NULLPTR);
auto indices_view_copy_result = l0op::ViewCopy(indices_res, indices, uniqueExecutor.get());
CHECK_RET(indices_view_copy_result != nullptr, ACLNN_ERR_PARAM_NULLPTR);
auto out_view_copy_result = l0op::ViewCopy(out_res, out, uniqueExecutor.get());
CHECK_RET(out_view_copy_result != nullptr, ACLNN_ERR_PARAM_NULLPTR);
*workspaceSize = uniqueExecutor->GetWorkspaceSize();
uniqueExecutor.ReleaseTo(executor);
return ACLNN_SUCCESS;
}
aclnnStatus aclnnMinDim(void *workspace, uint64_t workspaceSize, aclOpExecutor *executor, aclrtStream stream) {
L2_DFX_PHASE_2(aclnnMinDim);
return CommonOpExecutorRun(workspace, workspaceSize, executor, stream);
}
#ifdef __cplusplus
}
#endif