* 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 test_dynamic_op.cpp
* \brief
*/
#include <gtest/gtest.h>
#include "test_suite_stest_ops.h"
#include "interface/interpreter/raw_tensor_data.h"
#include "tilefwk/tilefwk_op.h"
#include "machine/utils/dynamic/dev_encode.h"
#include "test_dev_func_runner.h"
using namespace npu::tile_fwk;
using namespace npu::tile_fwk::dynamic;
class DynamicOpTest : public npu::tile_fwk::stest::TestSuite_STest_Ops_Aihac {};
TEST_F(DynamicOpTest, FullUnalign)
{
TileShape::Current().SetVecTile(16, 128);
int sTile = 32;
int s = 50;
int h = 128;
std::vector<int64_t> shape = {s, h};
Tensor output(DT_FP32, shape, "output");
Tensor actSeqs(DT_INT32, {1}, "actual_seq");
FUNCTION("main", {actSeqs}, {output})
{
SymbolicScalar curSeq = GetTensorData(actSeqs, {0});
LOOP("L0", FunctionType::DYNAMIC_LOOP, sIdx, LoopRange((curSeq + sTile - 1) / sTile))
{
Tensor tmp = Full(
Element(DataType::DT_FP32, 2.0f), DT_FP32, {sTile, h}, {std::min(curSeq - sIdx * sTile, sTile), h});
Assemble(tmp, {sIdx * sTile, 0}, output);
}
}
int sValid = 50;
std::vector<float> golden(s * h, 2.0f);
ProgramData::GetInstance().AppendInputs({
RawTensorData::CreateConstantTensor<int32_t>(actSeqs, sValid),
});
ProgramData::GetInstance().AppendOutputs({
RawTensorData::CreateConstantTensor<float>(output, 0.0f),
});
DevFuncRunner::Run(Program::GetInstance().GetLastFunction());
auto outs = npu::tile_fwk::ProgramData::GetInstance().GetOutputData(0);
EXPECT_TRUE(resultCmp(golden, (float*)outs->data(), 0.001f));
}