* 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.
*/
* \file moe_token_unpermute_with_routing_map_grad_def.cpp
* \brief
*/
#include "register/op_def_registry.h"
namespace ops {
class MoeTokenUnpermuteWithRoutingMapGrad : public OpDef
{
public:
explicit MoeTokenUnpermuteWithRoutingMapGrad(const char* name) : OpDef(name)
{
this->Input("unpermuted_tokens_grad")
.ParamType(REQUIRED)
.DataType({ge::DT_BF16, ge::DT_BF16, ge::DT_BF16, ge::DT_BF16, ge::DT_FLOAT16, ge::DT_FLOAT16, ge::DT_FLOAT, ge::DT_FLOAT})
.Format({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
.UnknownShapeFormat(
{ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
.AutoContiguous();
this->Input("out_index")
.ParamType(REQUIRED)
.DataType({ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32})
.Format({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
.UnknownShapeFormat(
{ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
.AutoContiguous();
this->Input("permute_token_id")
.ParamType(REQUIRED)
.DataType({ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32, ge::DT_INT32})
.Format({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
.UnknownShapeFormat(
{ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
.AutoContiguous();
this->Input("routing_map")
.ParamType(OPTIONAL)
.DataType({ge::DT_BOOL, ge::DT_INT8, ge::DT_BOOL, ge::DT_INT8, ge::DT_BOOL, ge::DT_INT8, ge::DT_BOOL, ge::DT_INT8})
.Format({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
.UnknownShapeFormat(
{ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
.AutoContiguous();
this->Input("permuted_tokens")
.ParamType(OPTIONAL)
.DataType({ge::DT_BF16, ge::DT_BF16, ge::DT_BF16, ge::DT_BF16, ge::DT_FLOAT16, ge::DT_FLOAT16, ge::DT_FLOAT, ge::DT_FLOAT})
.Format({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
.UnknownShapeFormat(
{ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
.AutoContiguous();
this->Input("probs")
.ParamType(OPTIONAL)
.DataType({ge::DT_BF16, ge::DT_BF16, ge::DT_FLOAT, ge::DT_FLOAT, ge::DT_FLOAT16, ge::DT_FLOAT16, ge::DT_FLOAT, ge::DT_FLOAT})
.Format({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
.UnknownShapeFormat(
{ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
.AutoContiguous();
this->Output("permuted_tokens_grad")
.ParamType(REQUIRED)
.DataType({ge::DT_BF16, ge::DT_BF16, ge::DT_BF16, ge::DT_BF16, ge::DT_FLOAT16, ge::DT_FLOAT16, ge::DT_FLOAT, ge::DT_FLOAT})
.Format({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
.UnknownShapeFormat(
{ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND});
this->Output("probs_grad")
.ParamType(OPTIONAL)
.DataType({ge::DT_BF16, ge::DT_BF16, ge::DT_FLOAT, ge::DT_FLOAT, ge::DT_FLOAT16, ge::DT_FLOAT16, ge::DT_FLOAT, ge::DT_FLOAT})
.Format({ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND})
.UnknownShapeFormat(
{ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND, ge::FORMAT_ND});
this->Attr("drop_and_pad").AttrType(OPTIONAL).Bool(false);
this->Attr("restore_shape").AttrType(OPTIONAL).ListInt({});
OpAICoreConfig membaseCfg;
membaseCfg.DynamicCompileStaticFlag(true)
.DynamicRankSupportFlag(true)
.DynamicShapeSupportFlag(true)
.ExtendCfgInfo("opFile.value", "moe_token_unpermute_with_routing_map_grad");
this->AICore().AddConfig("ascend910b", membaseCfg);
this->AICore().AddConfig("ascend910_93", membaseCfg);
OpAICoreConfig regbaseCfg;
regbaseCfg.DynamicCompileStaticFlag(true)
.DynamicRankSupportFlag(true)
.DynamicShapeSupportFlag(true)
.ExtendCfgInfo("opFile.value", "moe_token_unpermute_with_routing_map_grad_apt");
this->AICore().AddConfig("ascend950", regbaseCfg);
}
};
OP_ADD(MoeTokenUnpermuteWithRoutingMapGrad);
}