test_ddim.cc

// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

#include <sstream>

#include "gtest/gtest.h"
#include "paddle/pten/core/ddim.h"

namespace pten {
namespace tests {

TEST(DDim, Equality) {
  // construct a DDim from an initialization list
  pten::framework::DDim ddim = pten::framework::make_ddim({9, 1, 5});
  EXPECT_EQ(ddim[0], 9);
  EXPECT_EQ(ddim[1], 1);
  EXPECT_EQ(ddim[2], 5);

  // construct a DDim from a vector
  std::vector<int64_t> vec({9, 1, 5});
  pten::framework::DDim vddim = pten::framework::make_ddim(vec);
  EXPECT_EQ(ddim[0], 9);
  EXPECT_EQ(ddim[1], 1);
  EXPECT_EQ(ddim[2], 5);

  // mutate a DDim
  ddim[1] = 2;
  EXPECT_EQ(ddim[1], 2);
  ddim[0] = 6;
  EXPECT_EQ(ddim[0], 6);

  // vectorize a DDim
  std::vector<int64_t> res_vec = pten::framework::vectorize(vddim);
  EXPECT_EQ(res_vec[0], 9);
  EXPECT_EQ(res_vec[1], 1);
  EXPECT_EQ(res_vec[2], 5);
  pten::framework::Dim<3> d(3, 2, 1);
  res_vec = pten::framework::vectorize(pten::framework::DDim(d));
  EXPECT_EQ(res_vec[0], 3);
  EXPECT_EQ(res_vec[1], 2);
  EXPECT_EQ(res_vec[2], 1);

  // arity of a DDim
  EXPECT_EQ(pten::framework::arity(ddim), 3);
  EXPECT_EQ(ddim.size(), 3);

  // product of a DDim
  EXPECT_EQ(pten::framework::product(vddim), 45);
  EXPECT_EQ(pten::framework::product(pten::framework::make_ddim({3, 2, 5, 3})),
            90);

  // slice a DDim
  pten::framework::DDim ddim2 = pten::framework::make_ddim({1, 2, 3, 4, 5, 6});
  pten::framework::DDim ss = pten::framework::slice_ddim(ddim2, 2, 5);
  EXPECT_EQ(arity(ss), 3);
  EXPECT_EQ(ss[0], 3);
  EXPECT_EQ(ss[1], 4);
  EXPECT_EQ(ss[2], 5);
  pten::framework::DDim ss2 = pten::framework::slice_ddim(ddim2, 0, 6);
  EXPECT_EQ(arity(ss2), 6);
  EXPECT_EQ(ss2[0], 1);
  EXPECT_EQ(ss2[1], 2);
  EXPECT_EQ(ss2[2], 3);
  EXPECT_EQ(ss2[3], 4);
  EXPECT_EQ(ss2[4], 5);
  EXPECT_EQ(ss2[5], 6);
}

TEST(DDim, Print) {
  // print a DDim
  std::stringstream ss;
  pten::framework::DDim ddim = pten::framework::make_ddim({2, 3, 4});
  ss << ddim;
  EXPECT_EQ("2, 3, 4", ss.str());
}

}  // namespace tests
}  // namespace pten