* Copyright (c) 2025-2026 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 test_fillpad_operation.cpp
* \brief
*/
#include "test_operation.h"
using namespace tile_fwk::test_operation;
namespace {
struct FillPadOpFuncArgs : public OpFuncArgs {
FillPadOpFuncArgs(const std::vector<int64_t>& viewShape, const std::vector<int64_t> tileShape, float padValue)
: viewShape_(viewShape), tileShape_(tileShape), padValue_(padValue)
{}
std::vector<int64_t> viewShape_;
std::vector<int64_t> tileShape_;
float padValue_;
};
struct FillPadOpMetaData {
explicit FillPadOpMetaData(const OpFunc& opFunc, const nlohmann::json& test_data)
: opFunc_(opFunc), test_data_(test_data)
{}
OpFunc opFunc_;
nlohmann::json test_data_;
};
static void FillPadOperationExeFunc1Dims(
const std::vector<Tensor>& inputs, std::vector<Tensor>& outputs, const OpFuncArgs* opArgs)
{
FUNCTION("main", {inputs[0]}, {outputs[0]})
{
SymbolicScalar firstDim = inputs[0].GetShape()[0];
const struct FillPadOpFuncArgs* args = static_cast<const FillPadOpFuncArgs*>(opArgs);
const int firstViewShape = inputs[0].GetShape()[0];
const int bloop = CeilDiv(firstDim, firstViewShape);
LOOP("LOOP_L0_bIdx", FunctionType::DYNAMIC_LOOP, bIdx, LoopRange(0, bloop, 1))
{
auto tileTensor = View(
inputs[0], {firstViewShape}, SymbolicScalar::FromConcrete(args->viewShape_), {bIdx * firstViewShape});
TileShape::Current().SetVecTile(args->tileShape_);
auto res = FillPad(tileTensor, "constant", Element(tileTensor.GetDataType(), args->padValue_));
Assemble(res, {bIdx * firstViewShape}, outputs[0]);
}
}
}
static void FillPadOperationExeFunc2Dims(
const std::vector<Tensor>& inputs, std::vector<Tensor>& outputs, const OpFuncArgs* opArgs)
{
FUNCTION("main", {inputs[0]}, {outputs[0]})
{
SymbolicScalar firstDim = inputs[0].GetShape()[0];
SymbolicScalar secondDim = inputs[0].GetShape()[1];
const struct FillPadOpFuncArgs* args = static_cast<const FillPadOpFuncArgs*>(opArgs);
const int firstViewShape = inputs[0].GetShape()[0];
const int secondViewShape = inputs[0].GetShape()[1];
const int bloop = CeilDiv(firstDim, firstViewShape);
const int sloop = CeilDiv(secondDim, secondViewShape);
LOOP("LOOP_L0_bIdx", FunctionType::DYNAMIC_LOOP, bIdx, LoopRange(0, bloop, 1))
{
LOOP("LOOP_L1_sIdx", FunctionType::DYNAMIC_LOOP, sIdx, LoopRange(0, sloop, 1))
{
auto tileTensor = View(
inputs[0], {firstViewShape, secondViewShape}, SymbolicScalar::FromConcrete(args->viewShape_),
{bIdx * firstViewShape, sIdx * secondViewShape});
TileShape::Current().SetVecTile(args->tileShape_);
auto res = FillPad(tileTensor, "constant", Element(tileTensor.GetDataType(), args->padValue_));
Assemble(res, {bIdx * firstViewShape, sIdx * secondViewShape}, outputs[0]);
}
}
}
}
class FillPadOperationTest : public npu::tile_fwk::stest::TestSuite_STest_Ops_Aihac_param<FillPadOpMetaData> {};
INSTANTIATE_TEST_SUITE_P(
TestFillPad, FillPadOperationTest,
::testing::ValuesIn(
GetOpMetaData<FillPadOpMetaData>({FillPadOperationExeFunc2Dims, FillPadOperationExeFunc1Dims}, "FillPad")));
TEST_P(FillPadOperationTest, TestFillPad)
{
auto test_data = GetParam().test_data_;
std::string padValueType = GetValueByName<std::string>(test_data, "pad_value_type");
float padValue = 0.0f;
if (padValueType == "min") {
padValue = -std::numeric_limits<float>::infinity();
} else if (padValueType == "max") {
padValue = std::numeric_limits<float>::infinity();
} else if (padValueType == "zero") {
padValue = 0.0f;
} else if (padValueType == "custom") {
padValue = GetValueByName<float>(test_data, "pad_value");
}
auto args = FillPadOpFuncArgs(GetViewShape(test_data), GetTileShape(test_data), padValue);
auto testCase = CreateTestCaseDesc<FillPadOpMetaData>(GetParam(), &args);
TestExecutor::runTest(testCase);
}
}