256 lines
6.8 KiB
C++
256 lines
6.8 KiB
C++
/*******************************************************************************
|
|
* Copyright (c) 2015-2018 Skymind, Inc.
|
|
*
|
|
* This program and the accompanying materials are made available under the
|
|
* terms of the Apache License, Version 2.0 which is available at
|
|
* https://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.
|
|
*
|
|
* SPDX-License-Identifier: Apache-2.0
|
|
******************************************************************************/
|
|
|
|
//
|
|
// @author raver119@gmail.com
|
|
//
|
|
|
|
#include "testlayers.h"
|
|
#include <ops/declarable/CustomOperations.h>
|
|
#include <array/NDArray.h>
|
|
#include <legacy/NativeOps.h>
|
|
#include <helpers/BitwiseUtils.h>
|
|
|
|
using namespace sd;
|
|
using namespace sd::graph;
|
|
|
|
class ScalarTests : public testing::Test {
|
|
public:
|
|
|
|
};
|
|
|
|
TEST_F(ScalarTests, Test_Create_1) {
|
|
auto x = NDArrayFactory::create<float>(2.0f);
|
|
|
|
ASSERT_EQ(0, x.rankOf());
|
|
ASSERT_EQ(1, x.lengthOf());
|
|
ASSERT_TRUE(x.isScalar());
|
|
ASSERT_FALSE(x.isVector());
|
|
ASSERT_FALSE(x.isRowVector());
|
|
ASSERT_FALSE(x.isColumnVector());
|
|
ASSERT_FALSE(x.isMatrix());
|
|
}
|
|
|
|
TEST_F(ScalarTests, Test_Add_1) {
|
|
auto x = NDArrayFactory::create<float>(2.0f);
|
|
auto exp = NDArrayFactory::create<float>(5.0f);
|
|
|
|
x += 3.0f;
|
|
|
|
ASSERT_NEAR(5.0f, x.e<float>(0), 1e-5f);
|
|
ASSERT_TRUE(exp.isSameShape(&x));
|
|
ASSERT_TRUE(exp.equalsTo(&x));
|
|
}
|
|
|
|
TEST_F(ScalarTests, Test_Add_2) {
|
|
auto x = NDArrayFactory::create<float>(2.0f);
|
|
auto y = NDArrayFactory::create<float>(3.0f);
|
|
auto exp = NDArrayFactory::create<float>(5.0f);
|
|
|
|
x += y;
|
|
|
|
ASSERT_NEAR(5.0f, x.e<float>(0), 1e-5f);
|
|
ASSERT_TRUE(exp.isSameShape(&x));
|
|
ASSERT_TRUE(exp.equalsTo(&x));
|
|
}
|
|
|
|
TEST_F(ScalarTests, Test_Add_3) {
|
|
auto x = NDArrayFactory::create<float>('c', {3}, {1, 2, 3});
|
|
auto y = NDArrayFactory::create<float>(3.0f);
|
|
auto exp = NDArrayFactory::create<float>('c', {3}, {4, 5, 6});
|
|
|
|
x += y;
|
|
|
|
ASSERT_TRUE(exp.isSameShape(&x));
|
|
|
|
ASSERT_TRUE(exp.equalsTo(&x));
|
|
}
|
|
|
|
TEST_F(ScalarTests, Test_EQ_1) {
|
|
auto x = NDArrayFactory::create<float>(2.0f);
|
|
auto y = NDArrayFactory::create<float>(3.0f);
|
|
|
|
ASSERT_TRUE(y.isSameShape(&x));
|
|
ASSERT_FALSE(y.equalsTo(&x));
|
|
}
|
|
|
|
TEST_F(ScalarTests, Test_Concat_1) {
|
|
auto t = NDArrayFactory::create<float>(1.0f);
|
|
auto u = NDArrayFactory::create<float>(2.0f);
|
|
auto v = NDArrayFactory::create<float>(3.0f);
|
|
auto exp = NDArrayFactory::create<float>('c', {3}, {1, 2, 3});
|
|
|
|
sd::ops::concat op;
|
|
auto result = op.evaluate({&t, &u, &v}, {}, {0});
|
|
|
|
ASSERT_EQ(ND4J_STATUS_OK, result->status());
|
|
|
|
auto z = result->at(0);
|
|
|
|
ASSERT_TRUE(exp.isSameShape(z));
|
|
ASSERT_TRUE(exp.equalsTo(z));
|
|
|
|
delete result;
|
|
}
|
|
|
|
|
|
TEST_F(ScalarTests, Test_Concat_2) {
|
|
auto t = NDArrayFactory::create<float>(1.0f);
|
|
auto u = NDArrayFactory::create<float>('c', {3}, {2, 3, 4});
|
|
auto v = NDArrayFactory::create<float>(5.0f);
|
|
auto exp = NDArrayFactory::create<float>('c', {5}, {1, 2, 3, 4, 5});
|
|
|
|
sd::ops::concat op;
|
|
auto result = op.evaluate({&t, &u, &v}, {}, {0});
|
|
|
|
ASSERT_EQ(ND4J_STATUS_OK, result->status());
|
|
|
|
auto z = result->at(0);
|
|
// z->printIndexedBuffer();
|
|
|
|
ASSERT_TRUE(exp.isSameShape(z));
|
|
ASSERT_TRUE(exp.equalsTo(z));
|
|
|
|
delete result;
|
|
}
|
|
|
|
|
|
TEST_F(ScalarTests, Test_Concat_3) {
|
|
auto t = NDArrayFactory::create<float>('c', {3}, {1, 2, 3});
|
|
auto u = NDArrayFactory::create<float>(4.0f);
|
|
auto v = NDArrayFactory::create<float>(5.0f);
|
|
auto exp = NDArrayFactory::create<float>('c', {5}, {1, 2, 3, 4, 5});
|
|
|
|
sd::ops::concat op;
|
|
auto result = op.evaluate({&t, &u, &v}, {}, {0});
|
|
|
|
ASSERT_EQ(ND4J_STATUS_OK, result->status());
|
|
|
|
auto z = result->at(0);
|
|
|
|
//z->printShapeInfo("z");
|
|
|
|
ASSERT_TRUE(exp.isSameShape(z));
|
|
ASSERT_TRUE(exp.equalsTo(z));
|
|
|
|
delete result;
|
|
}
|
|
|
|
TEST_F(ScalarTests, Test_ExpandDims_1) {
|
|
auto x = NDArrayFactory::create<float>(2.0f);
|
|
auto exp = NDArrayFactory::create<float>('c', {1}, {2.0f});
|
|
|
|
sd::ops::expand_dims op;
|
|
auto result = op.evaluate({&x}, {}, {0});
|
|
|
|
ASSERT_EQ(ND4J_STATUS_OK, result->status());
|
|
|
|
auto z = result->at(0);
|
|
|
|
ASSERT_TRUE(exp.isSameShape(z));
|
|
ASSERT_TRUE(exp.equalsTo(z));
|
|
|
|
delete result;
|
|
}
|
|
|
|
TEST_F(ScalarTests, Test_Squeeze_1) {
|
|
auto x = NDArrayFactory::create<float>(2.0f);
|
|
auto exp = NDArrayFactory::create<float>(2.0f);
|
|
|
|
sd::ops::squeeze op;
|
|
auto result = op.evaluate({&x}, {}, {});
|
|
ASSERT_EQ(ND4J_STATUS_OK, result->status());
|
|
|
|
auto z = result->at(0);
|
|
|
|
ASSERT_TRUE(exp.isSameShape(z));
|
|
ASSERT_TRUE(exp.equalsTo(z));
|
|
|
|
delete result;
|
|
}
|
|
|
|
|
|
TEST_F(ScalarTests, Test_Reshape_1) {
|
|
auto x = NDArrayFactory::create<float>(2.0f);
|
|
auto exp = NDArrayFactory::create<float>('c', {1, 1, 1}, {2.0f});
|
|
|
|
sd::ops::reshape op;
|
|
auto result = op.evaluate({&x}, {}, {-99, 1, 1, 1});
|
|
ASSERT_EQ(ND4J_STATUS_OK, result->status());
|
|
|
|
auto z = result->at(0);
|
|
|
|
ASSERT_TRUE(exp.isSameShape(z));
|
|
ASSERT_TRUE(exp.equalsTo(z));
|
|
|
|
delete result;
|
|
}
|
|
|
|
|
|
TEST_F(ScalarTests, Test_Permute_1) {
|
|
auto x = NDArrayFactory::create<float>(3.0f);
|
|
auto exp = NDArrayFactory::create<float>(3.0f);
|
|
|
|
sd::ops::permute op;
|
|
auto result = op.evaluate({&x}, {}, {0});
|
|
ASSERT_EQ(ND4J_STATUS_OK, result->status());
|
|
|
|
auto z = result->at(0);
|
|
|
|
ASSERT_TRUE(exp.isSameShape(z));
|
|
ASSERT_TRUE(exp.equalsTo(z));
|
|
|
|
delete result;
|
|
}
|
|
|
|
TEST_F(ScalarTests, Test_Concat_Scalar_1) {
|
|
auto t = NDArrayFactory::create<float>('c', {1, 1}, {1.0f});
|
|
auto u = NDArrayFactory::create<float>('c', {1, 1}, {2.0f});
|
|
auto v = NDArrayFactory::create<float>('c', {1, 1}, {3.0f});
|
|
auto w = NDArrayFactory::create<float>('c', {1, 1}, {4.0f});
|
|
auto exp = NDArrayFactory::create<float>('c', {4, 1}, {1, 2, 3, 4});
|
|
|
|
sd::ops::concat op;
|
|
auto result = op.evaluate({&t, &u, &v, &w}, {}, {0});
|
|
ASSERT_EQ(ND4J_STATUS_OK, result->status());
|
|
|
|
auto z = result->at(0);
|
|
|
|
ASSERT_TRUE(exp.isSameShape(z));
|
|
ASSERT_TRUE(exp.equalsTo(z));
|
|
|
|
delete result;
|
|
}
|
|
|
|
|
|
TEST_F(ScalarTests, Test_Concat_Scalar_2) {
|
|
auto t = NDArrayFactory::create<float>('c', {1, 1}, {1.0f});
|
|
auto u = NDArrayFactory::create<float>('c', {1, 1}, {2.0f});
|
|
auto v = NDArrayFactory::create<float>('c', {1, 1}, {3.0f});
|
|
auto w = NDArrayFactory::create<float>('c', {1, 1}, {4.0f});
|
|
auto exp = NDArrayFactory::create<float>('c', {1, 4}, {1, 2, 3, 4});
|
|
|
|
sd::ops::concat op;
|
|
auto result = op.evaluate({&t, &u, &v, &w}, {}, {1});
|
|
ASSERT_EQ(ND4J_STATUS_OK, result->status());
|
|
|
|
auto z = result->at(0);
|
|
|
|
ASSERT_TRUE(exp.isSameShape(z));
|
|
ASSERT_TRUE(exp.equalsTo(z));
|
|
|
|
delete result;
|
|
} |