* 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 apply_adam.cpp
* \brief Apply Adam optimization algorithm to update variables
*/
#include "kernel_operator.h"
#include "kernel_tiling/kernel_tiling.h"
#include "apply_adam_dag.h"
#include "atvoss/elewise/elewise_sch.h"
#include "atvoss/util/dfx.h"
#include "apply_adam_tiling_struct.h"
using namespace AscendC;
extern "C" __global__ __aicore__ void apply_adam(GM_ADDR var, GM_ADDR m, GM_ADDR v, GM_ADDR beta1_power,
GM_ADDR beta2_power, GM_ADDR lr, GM_ADDR beta1, GM_ADDR beta2,
GM_ADDR epsilon, GM_ADDR grad, GM_ADDR var_out, GM_ADDR workspace,
GM_ADDR tiling)
{
REGISTER_TILING_DEFAULT(ApplyAdamTilingData);
GET_TILING_DATA_WITH_STRUCT(ApplyAdamTilingData, tilingData, tiling);
if (GetBlockIdx() >= tilingData.baseTiling.blockNum) {
return;
}
KERNEL_TASK_TYPE_DEFAULT(KERNEL_TYPE_AIV_ONLY);
TPipe pipe;
if (TILING_KEY_IS(101UL)) {
if (tilingData.useNesterov > 0) {
ElementwiseSch<0UL, ApplyAdamDagFusionNesterov<half>::OpDag> sch(&(tilingData.baseTiling), &pipe);
sch.Init(var, m, v, beta1_power, beta2_power, lr, beta1, beta2, epsilon, grad, var_out, m, v);
sch.Process();
} else {
ElementwiseSch<0UL, ApplyAdamDagFusion<half>::OpDag> sch(&(tilingData.baseTiling), &pipe);
sch.Init(var, m, v, beta1_power, beta2_power, lr, beta1, beta2, epsilon, grad, var_out, m, v);
sch.Process();
}
}
if (TILING_KEY_IS(102UL)) {
if (tilingData.useNesterov > 0) {
ElementwiseSch<0UL, ApplyAdamDagFusionNesterov<bfloat16_t>::OpDag> sch(&(tilingData.baseTiling), &pipe);
sch.Init(var, m, v, beta1_power, beta2_power, lr, beta1, beta2, epsilon, grad, var_out, m, v);
sch.Process();
} else {
ElementwiseSch<0UL, ApplyAdamDagFusion<bfloat16_t>::OpDag> sch(&(tilingData.baseTiling), &pipe);
sch.Init(var, m, v, beta1_power, beta2_power, lr, beta1, beta2, epsilon, grad, var_out, m, v);
sch.Process();
}
}
if (TILING_KEY_IS(103UL)) {
if (tilingData.useNesterov > 0) {
ElementwiseSch<0UL, ApplyAdamDagFusionNesterov<float>::OpDag> sch(&(tilingData.baseTiling), &pipe);
sch.Init(var, m, v, beta1_power, beta2_power, lr, beta1, beta2, epsilon, grad, var_out, m, v);
sch.Process();
} else {
ElementwiseSch<0UL, ApplyAdamDagFusion<float>::OpDag> sch(&(tilingData.baseTiling), &pipe);
sch.Init(var, m, v, beta1_power, beta2_power, lr, beta1, beta2, epsilon, grad, var_out, m, v);
sch.Process();
}
}
return;
}