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Code refactoring for the static_analysis : modified Infer to Eval.

This commit is contained in:
Kang 2020-05-13 11:33:53 +08:00
parent 168dfb2555
commit be60bd3d79
14 changed files with 74 additions and 74 deletions
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12
mindspore/ccsrc/debug/trace.cc
View File

@ -182,7 +182,7 @@ void DumpInferStack(std::ostringstream &oss) {
}
}
void TraceGraphInfer() {
void TraceGraphEval() {
auto &infer_stack = GetCurrenGraphInferStack();
std::ostringstream oss;
if (infer_stack.empty()) {
@ -296,7 +296,7 @@ void AnalyzedFuncGraphExporter::ExportFuncGraph(const std::string &filename,
ofs.close();
}
void GetInferStackInfo(std::ostringstream &oss) {
void GetEvalStackInfo(std::ostringstream &oss) {
MS_LOG(INFO) << "Get graph analysis information begin";
auto stack = GetCNodeDebugStack();
if (stack.empty()) {
@ -336,7 +336,7 @@ void GetInferStackInfo(std::ostringstream &oss) {
static std::stack<std::pair<abstract::EvaluatorPtr, abstract::AnfNodeConfigPtr>> graph_infer_stack;
// trace the cnode infer debug info
static std::vector<abstract::AnfNodeConfigPtr> cnode_debug_stack{};
void TraceGraphInferEnter(const abstract::EvaluatorPtr &eval, const abstract::AnfNodeConfigPtr &node) {
void TraceGraphEvalEnter(const abstract::EvaluatorPtr &eval, const abstract::AnfNodeConfigPtr &node) {
if (eval == nullptr) {
MS_LOG(EXCEPTION) << "GraphInferEnter got null eval";
}
@ -345,7 +345,7 @@ void TraceGraphInferEnter(const abstract::EvaluatorPtr &eval, const abstract::An
}
}
void TraceGraphInferLeave(const abstract::EvaluatorPtr &eval) {
void TraceGraphEvalLeave(const abstract::EvaluatorPtr &eval) {
if (eval == nullptr) {
MS_LOG(EXCEPTION) << "GraphInferEnter got null eval";
}
@ -354,9 +354,9 @@ void TraceGraphInferLeave(const abstract::EvaluatorPtr &eval) {
}
}
void TraceInferCNodeEnter(const abstract::AnfNodeConfigPtr &node_cfg) { cnode_debug_stack.push_back(node_cfg); }
void TraceEvalCNodeEnter(const abstract::AnfNodeConfigPtr &node_cfg) { cnode_debug_stack.push_back(node_cfg); }
void TraceInferCNodeLeave() { cnode_debug_stack.pop_back(); }
void TraceEvalCNodeLeave() { cnode_debug_stack.pop_back(); }
std::vector<abstract::AnfNodeConfigPtr> &GetCNodeDebugStack() { return cnode_debug_stack; }

12
mindspore/ccsrc/debug/trace.h
View File

@ -35,12 +35,12 @@ std::string GetDebugInfo(const DebugInfoPtr &info, SourceLineTip tip = kSourceLi
std::string GetDebugInfo(const DebugInfoPtr &info, const std::string &prefix,
SourceLineTip tip = kSourceLineTipNextLine);
DebugInfoPtr GetSourceCodeDebugInfo(const DebugInfoPtr &info);
void TraceGraphInfer();
void GetInferStackInfo(std::ostringstream &oss);
void TraceGraphInferEnter(const abstract::EvaluatorPtr &eval, const abstract::AnfNodeConfigPtr &node);
void TraceGraphInferLeave(const abstract::EvaluatorPtr &eval);
void TraceInferCNodeEnter(const abstract::AnfNodeConfigPtr &node_cfg);
void TraceInferCNodeLeave();
void TraceGraphEval();
void GetEvalStackInfo(std::ostringstream &oss);
void TraceGraphEvalEnter(const abstract::EvaluatorPtr &eval, const abstract::AnfNodeConfigPtr &node);
void TraceGraphEvalLeave(const abstract::EvaluatorPtr &eval);
void TraceEvalCNodeEnter(const abstract::AnfNodeConfigPtr &node_cfg);
void TraceEvalCNodeLeave();
std::vector<abstract::AnfNodeConfigPtr> &GetCNodeDebugStack();
std::stack<std::pair<abstract::EvaluatorPtr, abstract::AnfNodeConfigPtr>> &GetCurrenGraphInferStack();
std::string GetAbstractStr(const abstract::AbstractBasePtr &abs);

4
mindspore/ccsrc/pipeline/pipeline.cc
View File

@ -430,8 +430,8 @@ bool ExecutorPy::Compile(const py::object &obj, const py::tuple &args, const py:
} catch (const py::error_already_set &ex) {
// print function call stack info before release
std::ostringstream oss;
trace::TraceGraphInfer();
trace::GetInferStackInfo(oss);
trace::TraceGraphEval();
trace::GetEvalStackInfo(oss);
// call py::print to output function call stack to STDOUT, in case of output the log to file, the user can see
// these info from screen, no need to open log file to find these info
py::print(oss.str());

2
mindspore/ccsrc/pipeline/static_analysis/abstract_value.h
View File

@ -38,7 +38,7 @@ namespace abstract {
class AbstractBase;
using AbstractBasePtrList = std::vector<AbstractBasePtr>;
// The base class for abstract value. The abstract value is used in inferring
// The base class for abstract value. The abstract value is used in evaluating
// to express the type, shape, and value of the real value.
class AbstractBase : public Base {
public:

2
mindspore/ccsrc/pipeline/static_analysis/analysis_context.cc
View File

@ -153,7 +153,7 @@ bool AnalysisContext::operator==(const AnalysisContext &other) const {
// free values. In order to decrease the number of cloned graphs, we add this `SpecializeKey` method to control what
// graph can be reused.
// The graph called with different SymbolicKey will be reused. The abstract of SymbolicKey parameter will be joined
// and stored in the intermediate_abstract. The joined SymbolicKey would cause Poly Code in infer, thus the reused
// and stored in the intermediate_abstract. The joined SymbolicKey would cause Poly Code in eval, thus the reused
// graph with SymbolicKey parameter should be inlined in `opt` pipeline before the next renormalize.
// The graph called with different shape should not be reused, because the combination of `shape` and `Fill` relies
// on correct shape to specialize a tensor constant.

26
mindspore/ccsrc/pipeline/static_analysis/evaluator.cc
View File

@ -26,7 +26,7 @@
namespace mindspore {
namespace abstract {
namespace {
void InferEntryLogging(const EvaluatorPtr &evaluator, const AbstractBasePtrList &arg_spec_list,
void EvalEntryLogging(const EvaluatorPtr &evaluator, const AbstractBasePtrList &arg_spec_list,
const AnfNodeConfigPtr &out_conf) {
MS_EXCEPTION_IF_NULL(evaluator);
if (out_conf != nullptr) {
@ -37,7 +37,7 @@ void InferEntryLogging(const EvaluatorPtr &evaluator, const AbstractBasePtrList
}
}
void InferFailLogging(const EvaluatorPtr &evaluator, const AbstractBasePtrList &, const AnfNodeConfigPtr &out_conf) {
void EvalFailLogging(const EvaluatorPtr &evaluator, const AbstractBasePtrList &, const AnfNodeConfigPtr &out_conf) {
MS_EXCEPTION_IF_NULL(evaluator);
if (out_conf != nullptr) {
auto node = out_conf->node();
@ -89,7 +89,7 @@ static std::vector<AnfNodePtr> FastShadowSort(const AnfNodePtr &ret_node) {
return sorted_nodes;
}
AbstractBasePtr BaseFuncGraphEvaluator::Infer(AnalysisEnginePtr engine, const AbstractBasePtrList &args_spec_list) {
AbstractBasePtr BaseFuncGraphEvaluator::Eval(AnalysisEnginePtr engine, const AbstractBasePtrList &args_spec_list) {
FuncGraphPtr fg = GetFuncGraph(engine, args_spec_list);
MS_EXCEPTION_IF_NULL(fg);
std::size_t nargs = fg->parameters().size();
@ -124,7 +124,7 @@ AbstractBasePtr BaseFuncGraphEvaluator::Infer(AnalysisEnginePtr engine, const Ab
}
MS_EXCEPTION_IF_NULL(ret_base);
MS_LOG(DEBUG) << "BaseFuncGraph " << fg->ToString() << " infer end, inferred abstract: " << ret_base->ToString();
MS_LOG(DEBUG) << "BaseFuncGraph " << fg->ToString() << " Eval end, evaluated abstract: " << ret_base->ToString();
return ret_base;
}
@ -155,7 +155,7 @@ AbstractBasePtrList FuncGraphEvaluator::BroadenUndeterminedArgs(const AbstractBa
<< ", context: " << parent_context_->ToString();
auto last_context = parent_context_->Filter(func_graph_);
if (last_context && last_context->func_graph() == func_graph_) {
MS_LOG(DEBUG) << "Find last infer context: " << last_context->ToString();
MS_LOG(DEBUG) << "Find last eval context: " << last_context->ToString();
MS_LOG(DEBUG) << "Current eval args: " << ::mindspore::ToString(args_spec_list);
MS_LOG(DEBUG) << "Last eval args: " << ::mindspore::ToString(last_context->args_spec_list());
// Join the last eval arguments and current arguments to check if there are loop variant.
@ -248,26 +248,26 @@ AbstractBasePtr Evaluator::Run(AnalysisEnginePtr engine, const ConfigPtrList &ar
});
args_spec_list = NormalizeArgs(args_spec_list);
args_spec_list = BroadenUndeterminedArgs(args_spec_list);
trace::TraceGraphInferEnter(shared_from_base<Evaluator>(), out_conf);
InferEntryLogging(shared_from_base<Evaluator>(), args_spec_list, out_conf);
trace::TraceGraphEvalEnter(shared_from_base<Evaluator>(), out_conf);
EvalEntryLogging(shared_from_base<Evaluator>(), args_spec_list, out_conf);
MS_EXCEPTION_IF_NULL(cache_);
auto iter = cache_->find(args_spec_list);
if (iter == cache_->end()) {
MS_LOG(DEBUG) << evaluator_name << " cache miss, call Infer().";
AbstractBasePtr ret = Infer(engine, args_spec_list);
MS_LOG(DEBUG) << evaluator_name << " cache miss, call Eval().";
AbstractBasePtr ret = Eval(engine, args_spec_list);
if (ret == nullptr) {
InferFailLogging(shared_from_base<Evaluator>(), args_spec_list, out_conf);
EvalFailLogging(shared_from_base<Evaluator>(), args_spec_list, out_conf);
MS_LOG(EXCEPTION) << "Evaluator " << evaluator_name << " result is nullptr.";
}
MS_EXCEPTION_IF_NULL(ret);
MS_LOG(DEBUG) << evaluator_name << " set cache. return: " << ret->ToString() << ".";
(*cache_)[args_spec_list] = ret;
trace::TraceGraphInferLeave(shared_from_base<Evaluator>());
trace::TraceGraphEvalLeave(shared_from_base<Evaluator>());
return ret;
} else {
MS_EXCEPTION_IF_NULL(iter->second);
MS_LOG(DEBUG) << evaluator_name << " cache hit. return: " << iter->second->ToString() << ".";
trace::TraceGraphInferLeave(shared_from_base<Evaluator>());
trace::TraceGraphEvalLeave(shared_from_base<Evaluator>());
return iter->second;
}
}
@ -378,7 +378,7 @@ AbstractBasePtr JEvaluator::Run(AnalysisEnginePtr engine, const ConfigPtrList &a
return jtuple;
}
AbstractBasePtr VirtualEvaluator::Infer(AnalysisEnginePtr, const AbstractBasePtrList &args_spec_list) {
AbstractBasePtr VirtualEvaluator::Eval(AnalysisEnginePtr, const AbstractBasePtrList &args_spec_list) {
if (args_spec_list.size() != args_spec_list_.size()) {
MS_LOG(EXCEPTION) << "Arguments mismatch, parameters no: " << args_spec_list_.size()
<< ", arguments no: " << args_spec_list.size();

24
mindspore/ccsrc/pipeline/static_analysis/evaluator.h
View File

@ -38,12 +38,12 @@ class Evaluator : public Base {
~Evaluator() override = default;
MS_DECLARE_PARENT(Evaluator, Base);
// difference between Run() and Infer():
// Run() will be called with ConfigPtrList, but Infer() will be called with AbstractBasePtr.
// difference between Run() and Eval():
// Run() will be called with ConfigPtrList, but Eval() will be called with AbstractBasePtr.
// Run() will modify cache_ member, so it cannot marked as const;
virtual AbstractBasePtr Run(AnalysisEnginePtr engine, const ConfigPtrList &args_conf_list, AnfNodeConfigPtr out_conf);
virtual AbstractBasePtr Infer(AnalysisEnginePtr engine, const AbstractBasePtrList &args_spec_list) = 0;
virtual AbstractBasePtr Eval(AnalysisEnginePtr engine, const AbstractBasePtrList &args_spec_list) = 0;
virtual AbstractBasePtrList NormalizeArgs(const AbstractBasePtrList &args_spec_list) const { return args_spec_list; }
@ -71,8 +71,8 @@ class PrimEvaluator : public Evaluator {
explicit PrimEvaluator(const std::string &id) : Evaluator(id) {}
~PrimEvaluator() override = default;
MS_DECLARE_PARENT(PrimEvaluator, Evaluator);
AbstractBasePtr Infer(AnalysisEnginePtr, const AbstractBasePtrList &) final {
MS_LOG(EXCEPTION) << "Infer() should not be called, Run() method should be called";
AbstractBasePtr Eval(AnalysisEnginePtr, const AbstractBasePtrList &) final {
MS_LOG(EXCEPTION) << "Eval() should not be called, Run() method should be called";
}
};
@ -113,7 +113,7 @@ class DummyEvaluator : public Evaluator {
DummyEvaluator() : Evaluator("dummy") {}
~DummyEvaluator() override = default;
MS_DECLARE_PARENT(DummyEvaluator, Evaluator);
AbstractBasePtr Infer(AnalysisEnginePtr, const AbstractBasePtrList &) override { return nullptr; }
AbstractBasePtr Eval(AnalysisEnginePtr, const AbstractBasePtrList &) override { return nullptr; }
};
// Wrap another evaluator to track a subset of uses.
@ -139,8 +139,8 @@ class TrackedEvaluator : public Evaluator {
bound_node_ = AnfNodeWeakPtr(node);
}
AbstractBasePtr Infer(AnalysisEnginePtr, const AbstractBasePtrList &) override {
MS_LOG(EXCEPTION) << "Infer() should not be called, Run() method should be called";
AbstractBasePtr Eval(AnalysisEnginePtr, const AbstractBasePtrList &) override {
MS_LOG(EXCEPTION) << "Eval() should not be called, Run() method should be called";
}
AbstractBasePtr Run(AnalysisEnginePtr engine, const ConfigPtrList &args_conf_list,
AnfNodeConfigPtr out_conf) override;
@ -158,7 +158,7 @@ class BaseFuncGraphEvaluator : public Evaluator {
~BaseFuncGraphEvaluator() override = default;
MS_DECLARE_PARENT(BaseFuncGraphEvaluator, Evaluator);
AbstractBasePtr Infer(AnalysisEnginePtr engine, const AbstractBasePtrList &args_spec_list) override;
AbstractBasePtr Eval(AnalysisEnginePtr engine, const AbstractBasePtrList &args_spec_list) override;
virtual FuncGraphPtr GetFuncGraph(AnalysisEnginePtr engine, const AbstractBasePtrList &args_spec_list) = 0;
@ -238,7 +238,7 @@ class PartialAppEvaluator : public Evaluator {
}
bound_node_ = AnfNodeWeakPtr(node);
}
AbstractBasePtr Infer(AnalysisEnginePtr, const AbstractBasePtrList &) override {
AbstractBasePtr Eval(AnalysisEnginePtr, const AbstractBasePtrList &) override {
MS_LOG(EXCEPTION) << "Should not be called, Run() method should be called";
}
@ -258,7 +258,7 @@ class VirtualEvaluator : public Evaluator {
~VirtualEvaluator() override = default;
MS_DECLARE_PARENT(VirtualEvaluator, Evaluator);
AbstractBasePtr Infer(AnalysisEnginePtr engine, const AbstractBasePtrList &args_spec_list) override;
AbstractBasePtr Eval(AnalysisEnginePtr engine, const AbstractBasePtrList &args_spec_list) override;
std::string ToString() const override { return identifier_; }
private:
@ -285,7 +285,7 @@ class JEvaluator : public Evaluator {
}
bound_node_ = AnfNodeWeakPtr(node);
}
AbstractBasePtr Infer(AnalysisEnginePtr, const AbstractBasePtrList &) override {
AbstractBasePtr Eval(AnalysisEnginePtr, const AbstractBasePtrList &) override {
MS_LOG(EXCEPTION) << "Should not be called, Run() method should be called";
}
AbstractBasePtr Run(AnalysisEnginePtr engine, const ConfigPtrList &args_conf_list,

12
mindspore/ccsrc/pipeline/static_analysis/prim.cc
View File

@ -470,16 +470,16 @@ AbstractBasePtr UniformPrimEvaluator::EvalPrim(const AnalysisEnginePtr &, const
}
}
ValuePtr inferred_value = RunImpl(value_list);
if (!(*inferred_value == *kAnyValue)) {
ret_value_type = inferred_value->type();
ValuePtr evaluated_value = RunImpl(value_list);
if (!(*evaluated_value == *kAnyValue)) {
ret_value_type = evaluated_value->type();
}
// for comparison primitives , return type shall have be specified to be bool.
if (specify_out_type_ != nullptr) {
ret_value_type = specify_out_type_;
}
AbstractScalarPtr abs_base = std::make_shared<AbstractScalar>(inferred_value, ret_value_type);
AbstractScalarPtr abs_base = std::make_shared<AbstractScalar>(evaluated_value, ret_value_type);
return abs_base;
}
@ -997,8 +997,8 @@ class PartialEvaluator : public Evaluator {
return ret;
}
AbstractBasePtr Infer(AnalysisEnginePtr, const AbstractBasePtrList &) override {
MS_LOG(EXCEPTION) << "Infer() should not be called, Run() method should be called";
AbstractBasePtr Eval(AnalysisEnginePtr, const AbstractBasePtrList &) override {
MS_LOG(EXCEPTION) << "Eval() should not be called, Run() method should be called";
}
AbstractBasePtr HandleDoSignature(const AnalysisEnginePtr &engine, const ValuePtr &signature_value,

8
mindspore/ccsrc/pipeline/static_analysis/prim.h
View File

@ -79,8 +79,8 @@ class DoSignatureEvaluator : public Evaluator {
AbstractBasePtr Run(AnalysisEnginePtr engine, const ConfigPtrList &argrefs,
AnfNodeConfigPtr out_config = nullptr) override;
AbstractBasePtr Infer(AnalysisEnginePtr, const AbstractBasePtrList &) override {
MS_LOG(EXCEPTION) << "Infer() should not be called, Run() method should be called";
AbstractBasePtr Eval(AnalysisEnginePtr, const AbstractBasePtrList &) override {
MS_LOG(EXCEPTION) << "Eval() should not be called, Run() method should be called";
}
private:
@ -94,8 +94,8 @@ class UnpackGraphEvaluator : public Evaluator {
AbstractBasePtr Run(AnalysisEnginePtr engine, const ConfigPtrList &argrefs,
AnfNodeConfigPtr out_config = nullptr) override;
AbstractBasePtr Infer(AnalysisEnginePtr, const AbstractBasePtrList &) override {
MS_LOG(EXCEPTION) << "Infer() should not be called, Run() method should be called";
AbstractBasePtr Eval(AnalysisEnginePtr, const AbstractBasePtrList &) override {
MS_LOG(EXCEPTION) << "Eval() should not be called, Run() method should be called";
}
private:

14
mindspore/ccsrc/pipeline/static_analysis/static_analysis.cc
View File

@ -183,11 +183,11 @@ AbstractBasePtr AnalysisEngine::Eval(const AnfNodeConfigPtr &conf) {
ret_abstract = EvalValueNode(value_node, conf);
} else if (node->isa<CNode>()) {
auto cnode = node->cast<CNodePtr>();
trace::TraceInferCNodeEnter(conf);
ret_abstract = InferCNode(cnode, conf);
trace::TraceInferCNodeLeave();
trace::TraceEvalCNodeEnter(conf);
ret_abstract = EvalCNode(cnode, conf);
trace::TraceEvalCNodeLeave();
} else {
MS_LOG(EXCEPTION) << "Illegal AnfNode for inferring, " << node->DebugString()
MS_LOG(EXCEPTION) << "Illegal AnfNode for evaluating, " << node->DebugString()
<< ". NodeInfo: " << trace::GetDebugInfo(node->debug_info());
}
@ -208,7 +208,7 @@ AbstractBasePtr AnalysisEngine::EvalValueNode(const ValueNodePtr &value_node, co
return ToAbstract(value_node->value(), conf->context(), conf);
}
AbstractBasePtr AnalysisEngine::InferCNode(const CNodePtr &cnode, const AnfNodeConfigPtr &conf) {
AbstractBasePtr AnalysisEngine::EvalCNode(const CNodePtr &cnode, const AnfNodeConfigPtr &conf) {
MS_EXCEPTION_IF_NULL(conf);
MS_EXCEPTION_IF_NULL(cnode);
auto &inputs = cnode->inputs();
@ -496,7 +496,7 @@ AbstractBasePtr AnalysisEngine::ExecuteMultipleEvaluators(const std::vector<Eval
auto current_inf = std::make_pair(eval, args_spec_list);
MS_LOG(DEBUG) << "Check Evaluator " << eval->ToString();
// If current evaluator is under tracing, then skip current evaluator to avoid recursively inferring.
// If current evaluator is under tracing, then skip current evaluator to avoid recursively evaluating.
auto it = std::find(eval_trace_.rbegin(), eval_trace_.rend(), current_inf);
if (it == eval_trace_.rend()) {
eval_trace_.push_back(current_inf);
@ -607,7 +607,7 @@ AbstractBasePtr FromValueInside(const ValuePtr &value, bool broaden) {
return a;
}
AbstractBasePtr InferOnePrim(const PrimitivePtr &primitive, const AbstractBasePtrList &arg_specs) {
AbstractBasePtr EvalOnePrim(const PrimitivePtr &primitive, const AbstractBasePtrList &arg_specs) {
auto evaluator = GetPrimEvaluator(primitive, nullptr);
MS_EXCEPTION_IF_NULL(evaluator);
if (!evaluator->isa<TrivialPrimEvaluator>()) {

4
mindspore/ccsrc/pipeline/static_analysis/static_analysis.h
View File

@ -165,7 +165,7 @@ class AnalysisEngine : public std::enable_shared_from_this<AnalysisEngine> {
EvaluatorPtr GetEvaluatorFor(const AbstractFunctionPtr &fn);
AbstractBasePtr EvalValueNode(const ValueNodePtr &value_node, const AnfNodeConfigPtr &conf);
AbstractBasePtr InferCNode(const CNodePtr &cnode, const AnfNodeConfigPtr &conf);
AbstractBasePtr EvalCNode(const CNodePtr &cnode, const AnfNodeConfigPtr &conf);
// Infer the result of fn(args).
AbstractBasePtr Execute(const AbstractFunctionPtr &fn, const AbstractBasePtrList &args_spec_list);
void Clear();
@ -244,7 +244,7 @@ AbstractBasePtr FromValue(const T &value, bool broaden = false) {
return FromValueInside(MakeValue(value), broaden);
}
AbstractBasePtr InferOnePrim(const PrimitivePtr &p, const AbstractBasePtrList &arg_specs);
AbstractBasePtr EvalOnePrim(const PrimitivePtr &p, const AbstractBasePtrList &arg_specs);
} // namespace abstract
} // namespace mindspore

2
mindspore/ccsrc/pynative/pynative_execute.cc
View File

@ -116,7 +116,7 @@ void PynativeInfer(const PrimitivePyPtr &prim, const py::tuple &py_args, OpExecI
args_spec_list.emplace_back(abstract::FromValueInside(input_value, false));
}
}
AbstractBasePtr infer_res = InferOnePrim(prim, args_spec_list);
AbstractBasePtr infer_res = EvalOnePrim(prim, args_spec_list);
op_exec_info->abstract = infer_res;
}

4
mindspore/ccsrc/utils/log_adapter.cc
View File

@ -216,8 +216,8 @@ void LogWriter::operator^(const LogStream &stream) const {
}
oss << msg.str();
trace::TraceGraphInfer();
trace::GetInferStackInfo(oss);
trace::TraceGraphEval();
trace::GetEvalStackInfo(oss);
if (exception_type_ == IndexError) {
throw pybind11::index_error(oss.str());

20
tests/ut/cpp/pipeline/static_analysis/static_analysis_test.cc
View File

@ -396,9 +396,9 @@ TEST_F(TestInferUniform, test_inferred_scalar_add) {
}
class TestInferOnePrim : public UT::Common {
class TestEvalOnePrim : public UT::Common {
public:
TestInferOnePrim() : getPyFun("gtest_input.pipeline.infer.infer_test", true), engine_(nullptr) {}
TestEvalOnePrim() : getPyFun("gtest_input.pipeline.infer.infer_test", true), engine_(nullptr) {}
void SetUp();
void TearDown();
@ -406,37 +406,37 @@ class TestInferOnePrim : public UT::Common {
AnalysisEnginePtr engine_;
};
void TestInferOnePrim::SetUp() { engine_ = SetupAnalysisEngineStub(); }
void TestEvalOnePrim::SetUp() { engine_ = SetupAnalysisEngineStub(); }
void TestInferOnePrim::TearDown() {
void TestEvalOnePrim::TearDown() {
// destroy resource
}
TEST_F(TestInferOnePrim, test_scalar_add) {
TEST_F(TestEvalOnePrim, test_scalar_add) {
double x1 = 1.1;
double x2 = 1.1;
double x3 = 2.2;
AbstractBasePtr base1 = FromValue(x1, false);
AbstractBasePtr base2 = FromValue(x2, false);
AbstractBasePtrList base_list = {base1, base2};
auto res = InferOnePrim(std::make_shared<Primitive>("scalar_add"), base_list);
auto res = EvalOnePrim(std::make_shared<Primitive>("scalar_add"), base_list);
MS_LOG(INFO) << "result spec: " << res->ToString();
AbstractBasePtr exp = FromValue(x3, false);
MS_LOG(INFO) << "result exp: " << exp->ToString();
ASSERT_EQ(*res, *exp);
}
class TestGraphInfer : public UT::Common {
class TestGraphEval : public UT::Common {
public:
TestGraphInfer() : getPyFun("gtest_input.pipeline.infer.infer_test", true){};
TestGraphEval() : getPyFun("gtest_input.pipeline.infer.infer_test", true){};
void SetUp();
void TearDown();
AnalysisEnginePtr engine_;
UT::PyFuncGraphFetcher getPyFun;
};
void TestGraphInfer::SetUp() { engine_ = SetupAnalysisEngine(); }
void TestGraphEval::SetUp() { engine_ = SetupAnalysisEngine(); }
void TestGraphInfer::TearDown() {
void TestGraphEval::TearDown() {
// destroy resource
engine_->ClearEvaluatorCache();
parse::data_converter::ClearObjectCache();