1 /**
2 * Copyright 2020 Huawei Technologies Co., Ltd
3 *
4 * Licensed under the Apache License, Version 2.0 (the "License");
5 * you may not use this file except in compliance with the License.
6 * You may obtain a copy of the License at
7 *
8 * http://www.apache.org/licenses/LICENSE-2.0
9 *
10 * Unless required by applicable law or agreed to in writing, software
11 * distributed under the License is distributed on an "AS IS" BASIS,
12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 * See the License for the specific language governing permissions and
14 * limitations under the License.
15 */
16 #include <algorithm>
17
18 #include "common/common_test.h"
19 #include "common/py_func_graph_fetcher.h"
20 #include "ir/manager.h"
21 #include "utils/log_adapter.h"
22 #include "ir/func_graph_cloner.h"
23 #include "pipeline/jit/parse/parse.h"
24 #include "ir/graph_utils.h"
25 #include "pipeline/jit/resource.h"
26 #include "debug/draw.h"
27 #include "frontend/operator/ops.h"
28 #include "vm/segment_runner.h"
29 #include "vm/transform.h"
30 #include "ir/tensor.h"
31 #include "utils/convert_utils.h"
32 #include "utils/convert_utils_py.h"
33 #include "utils/log_adapter.h"
34 #include "base/core_ops.h"
35
36 namespace mindspore {
37 namespace compile {
38 using Tensor = tensor::Tensor;
39
40 class TestCompileSegmentRunner : public UT::Common {
41 public:
TestCompileSegmentRunner()42 TestCompileSegmentRunner() : get_py_fun_("gtest_input.vm", true) { UT::InitPythonPath(); }
43
44 protected:
45 UT::PyFuncGraphFetcher get_py_fun_;
46 VM vm_;
47 };
48
TEST_F(TestCompileSegmentRunner,test_MsVmConvert1)49 TEST_F(TestCompileSegmentRunner, test_MsVmConvert1) {
50 FuncGraphPtr g = get_py_fun_(prim::kScalarAdd);
51 // g was managed by local variable manager in get_py_fun_ and that manager will be freed as no reference.
52 // so a new manager should be declared to make get_outputs() in segment_runner.cc happy.
53 std::shared_ptr<mindspore::FuncGraphManager> manager = mindspore::Manage(g);
54
55 BackendPtr b = std::make_shared<Backend>("vm");
56 auto graph_partition = std::make_shared<GraphPartition>(nonlinear_ops, b->name());
57 auto segments = graph_partition->Partition(g);
58 VectorRef args({1.0, 2.0});
59
60 auto convertResult = MsVmConvert(segments[0], "");
61 auto runResult = (*(convertResult.run))(args);
62 ASSERT_TRUE(runResult.size() == 1 && py::cast<double>(BaseRefToPyData(runResult[0])) == 3.0);
63 }
64
TEST_F(TestCompileSegmentRunner,test_MsVmConvert2)65 TEST_F(TestCompileSegmentRunner, test_MsVmConvert2) {
66 FuncGraphPtr g = get_py_fun_(prim::kScalarMul);
67 std::shared_ptr<mindspore::FuncGraphManager> manager = mindspore::Manage(g);
68
69 BackendPtr b = std::make_shared<Backend>("vm");
70 auto graph_partition = std::make_shared<GraphPartition>(nonlinear_ops, b->name());
71 auto segments = graph_partition->Partition(g);
72 VectorRef args({1.0, 2.0});
73
74 auto convertResult = MsVmConvert(segments[0], "");
75 auto runResult = (*(convertResult.run))(args);
76 ASSERT_TRUE(runResult.size() == 1 && py::cast<double>(BaseRefToPyData(runResult[0])) == 2.0);
77 }
78
TEST_F(TestCompileSegmentRunner,test_if)79 TEST_F(TestCompileSegmentRunner, test_if) {
80 FuncGraphPtr g = get_py_fun_("test_if");
81 std::shared_ptr<mindspore::FuncGraphManager> manager = mindspore::Manage(g);
82
83 BackendPtr b = std::make_shared<Backend>("vm");
84 auto graph_partition = std::make_shared<GraphPartition>(nonlinear_ops, b->name());
85 auto segments = graph_partition->Partition(g);
86 VectorRef args({1.0, 2.0});
87
88 auto convertResult = MsVmConvert(segments[0], "");
89 auto runResult = (*(convertResult.run))(args);
90
91 auto result = py::cast<bool>(BaseRefToPyData(runResult[0]));
92 ASSERT_TRUE(runResult.size() == 1 && result == false);
93 }
94
TEST_F(TestCompileSegmentRunner,test_RunOperation1)95 TEST_F(TestCompileSegmentRunner, test_RunOperation1) {
96 VectorRef args({1});
97 auto res = RunOperation(std::make_shared<PrimitivePy>(py::str(prim::kPrimIdentity->name())), args);
98 ASSERT_EQ(py::cast<int>(BaseRefToPyData(res)), 1);
99 }
100
TEST_F(TestCompileSegmentRunner,test_RunOperation2)101 TEST_F(TestCompileSegmentRunner, test_RunOperation2) {
102 VectorRef args({1, 2});
103 auto res = RunOperation(std::make_shared<PrimitivePy>(py::str(prim::kPrimScalarGt->name())), args);
104 ASSERT_EQ(py::cast<bool>(BaseRefToPyData(res)), false);
105 }
106 } // namespace compile
107 } // namespace mindspore
108