* 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 "onnx_common.h"
namespace domi {
using NodeProto = ge::onnx::NodeProto;
static Status ParseParamsGridSample(const Message* op_src, ge::Operator& op_dest)
{
const NodeProto* node = dynamic_cast<const NodeProto*>(op_src);
if (node == nullptr) {
OP_LOGE(GetOpName(op_dest).c_str(), "Dynamic cast op_src to NodeProto failed.");
return FAILED;
}
bool align_corners = false;
std::string mode_value;
std::string padding_mode_value;
for (const auto& attr : node->attribute()) {
if (attr.name() == "align_corners" && attr.i() != 0) {
if (attr.i() > 1 || attr.i() < -1) {
OP_LOGE(GetOpName(op_dest).c_str(), "the value of align_corners out of range");
}
align_corners = true;
}
if (attr.name() == "mode" && attr.type() == ge::onnx::AttributeProto::STRING) {
mode_value = attr.s();
}
if (attr.name() == "padding_mode" && attr.type() == ge::onnx::AttributeProto::STRING) {
padding_mode_value = attr.s();
}
}
auto orgTensorX = op_dest.GetInputDescByName("x");
orgTensorX.SetOriginFormat(ge::FORMAT_NCHW);
orgTensorX.SetFormat(ge::FORMAT_NCHW);
op_dest.UpdateInputDesc("x", orgTensorX);
auto orgTensorY = op_dest.GetInputDescByName("y");
orgTensorY.SetOriginFormat(ge::FORMAT_NCHW);
orgTensorY.SetFormat(ge::FORMAT_NCHW);
op_dest.UpdateOutputDesc("y", orgTensorY);
op_dest.SetAttr("interpolation_mode", mode_value);
op_dest.SetAttr("align_corners", align_corners);
op_dest.SetAttr("padding_mode", padding_mode_value);
return SUCCESS;
}
static Status ParseParamsGridSampleV2(const Message* op_src, ge::Operator& op_dest)
{
const NodeProto* node = dynamic_cast<const NodeProto*>(op_src);
if (node == nullptr) {
OP_LOGE(GetOpName(op_dest).c_str(), "Dynamic cast op_src to NodeProto failed.");
return FAILED;
}
bool align_corners = false;
std::string mode_value;
std::string padding_mode_value;
bool channel_last = false;
int scheduler_mode = 0;
for (const auto& attrv2 : node->attribute()) {
if (attrv2.name() == "align_corners" && attrv2.i() != 0) {
if (attrv2.i() > 1 || attrv2.i() < -1) {
OP_LOGE(GetOpName(op_dest).c_str(), "the value of align_corners out of range");
}
align_corners = true;
}
if (attrv2.name() == "mode" && attrv2.type() == ge::onnx::AttributeProto::STRING) {
mode_value = attrv2.s();
}
if (attrv2.name() == "padding_mode" && attrv2.type() == ge::onnx::AttributeProto::STRING) {
padding_mode_value = attrv2.s();
}
if (attrv2.name() == "channel_last" && attrv2.i() != 0) {
if (attrv2.i() > 1 || attrv2.i() < 0) {
OP_LOGE(GetOpName(op_dest).c_str(), "the value of channel_last out of range");
}
channel_last = true;
}
if (attrv2.name() == "scheduler_mode" && attrv2.type() == ge::onnx::AttributeProto::INT) {
scheduler_mode = attrv2.i();
}
}
op_dest.SetAttr("interpolation_mode", mode_value);
op_dest.SetAttr("align_corners", align_corners);
op_dest.SetAttr("padding_mode", padding_mode_value);
op_dest.SetAttr("channel_last", channel_last);
op_dest.SetAttr("scheduler_mode", scheduler_mode);
return SUCCESS;
}
REGISTER_CUSTOM_OP("GridSample")
.FrameworkType(ONNX)
.OriginOpType({ge::AscendString("ai.onnx::11::GridSampleV2"),
ge::AscendString("ai.onnx::16::GridSampleV2"),
ge::AscendString("ai.onnx::17::GridSampleV2"),
ge::AscendString("ai.onnx::18::GridSampleV2")})
.ParseParamsFn(ParseParamsGridSampleV2)
.ImplyType(ImplyType::TVM);
REGISTER_CUSTOM_OP("GridSampler2D")
.FrameworkType(ONNX)
.OriginOpType({ge::AscendString("ai.onnx::11::GridSample"),
ge::AscendString("ai.onnx::16::GridSample"),
ge::AscendString("ai.onnx::17::GridSample"),
ge::AscendString("ai.onnx::18::GridSample")})
.ParseParamsFn(ParseParamsGridSample)
.ImplyType(ImplyType::TVM);
REGISTER_CUSTOM_OP("GridSampler3D")
.FrameworkType(ONNX)
.OriginOpType({ge::AscendString("ai.onnx::11::GridSample3D"),
ge::AscendString("ai.onnx::16::GridSample3D"),
ge::AscendString("ai.onnx::17::GridSample3D"),
ge::AscendString("ai.onnx::18::GridSample3D")})
.ParseParamsFn(ParseParamsGridSample)
.ImplyType(ImplyType::TVM);
}
