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target.h
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19 
24 #ifndef TVM_TARGET_TARGET_H_
25 #define TVM_TARGET_TARGET_H_
26 
27 #include <tvm/ir/expr.h>
28 #include <tvm/ir/module.h>
29 #include <tvm/node/node.h>
30 #include <tvm/support/with.h>
31 #include <tvm/target/target_kind.h>
32 
33 #include <string>
34 #include <unordered_set>
35 #include <vector>
36 
37 namespace tvm {
38 
39 class TargetInternal;
40 class Target;
41 
46 class TargetNode : public Object {
47  public:
60 
66  TVM_DLL const std::string& str() const;
68  TVM_DLL Map<String, ObjectRef> Export() const;
70  TVM_DLL Optional<Target> GetHost() const;
72  TVM_DLL int GetTargetDeviceType() const;
73 
82  TVM_DLL bool HasKey(const std::string& query_key) const;
83 
92 
94  v->Visit("kind", &kind);
95  v->Visit("tag", &tag);
96  v->Visit("keys", &keys);
97  v->Visit("attrs", &attrs);
98  v->Visit("features", &features);
99  v->Visit("host", &host);
100  }
101 
109  template <typename TObjectRef>
111  const std::string& attr_key,
112  Optional<TObjectRef> default_value = Optional<TObjectRef>(nullptr)) const {
113  static_assert(std::is_base_of<ObjectRef, TObjectRef>::value,
114  "Can only call GetAttr with ObjectRef types.");
115  auto it = attrs.find(attr_key);
116  if (it != attrs.end()) {
117  return Downcast<Optional<TObjectRef>>((*it).second);
118  } else {
119  return default_value;
120  }
121  }
129  template <typename TObjectRef>
130  Optional<TObjectRef> GetAttr(const std::string& attr_key, TObjectRef default_value) const {
131  return GetAttr<TObjectRef>(attr_key, Optional<TObjectRef>(default_value));
132  }
133 
153  template <typename TObjectRef>
155  const std::string& feature_key,
156  Optional<TObjectRef> default_value = Optional<TObjectRef>(nullptr)) const {
157  Optional<TObjectRef> feature = Downcast<Optional<TObjectRef>>(features.Get(feature_key));
158  if (!feature) {
159  return default_value;
160  }
161  return feature;
162  }
163  // variant that uses TObjectRef to enable implicit conversion to default value.
164  template <typename TObjectRef>
165  Optional<TObjectRef> GetFeature(const std::string& attr_key, TObjectRef default_value) const {
166  return GetFeature<TObjectRef>(attr_key, Optional<TObjectRef>(default_value));
167  }
168 
170  TVM_DLL std::vector<std::string> GetKeys() const;
172  TVM_DLL std::unordered_set<std::string> GetLibs() const;
173 
174  bool SEqualReduce(const TargetNode* other, SEqualReducer equal) const;
175  void SHashReduce(SHashReducer hash_reduce) const;
176 
177  static constexpr const char* _type_key = "Target";
178  static constexpr const bool _type_has_method_sequal_reduce = true;
179  static constexpr const bool _type_has_method_shash_reduce = true;
181 
182  private:
184  mutable std::string str_repr_;
185 
186  friend class TargetInternal;
187 };
188 
193 class Target : public ObjectRef {
194  public:
196  TVM_DLL explicit Target(std::nullptr_t) { data_ = nullptr; }
201  TVM_DLL explicit Target(const String& tag_or_config_or_target_str);
206  TVM_DLL explicit Target(const Map<String, ObjectRef>& config);
215  TVM_DLL static tvm::Target Current(bool allow_not_defined = true);
221  TVM_DLL explicit Target(Target target, Target host);
229  static Target WithHost(const Target& target, const Target& host);
230 
233 
240  bool IsExternalCodegen() const;
241 
256  bool IsExternalCodegenFor(const Target& that) const;
257 
258  private:
260  Map<String, ObjectRef> attrs);
261 
262  // enable with syntax.
263  friend class TargetInternal;
264  friend class With<Target>;
270  TVM_DLL void EnterWithScope();
275  TVM_DLL void ExitWithScope();
276 };
277 
286 
295 
296 } // namespace tvm
297 #endif // TVM_TARGET_TARGET_H_
Visitor class to get the attributes of an AST/IR node. The content is going to be called for each fie...
Definition: reflection.h:52
A Reducer class to reduce the structural equality result of two objects.
Definition: structural_equal.h:124
A Reducer class to reduce the structural hash value.
Definition: structural_hash.h:110
Managed reference class to TargetKindNode.
Definition: target_kind.h:145
Compilation target.
Definition: target.h:46
Optional< TObjectRef > GetAttr(const std::string &attr_key, Optional< TObjectRef > default_value=Optional< TObjectRef >(nullptr)) const
Get an entry from attrs of the target.
Definition: target.h:110
int GetTargetDeviceType() const
Optional< TObjectRef > GetAttr(const std::string &attr_key, TObjectRef default_value) const
Get an entry from attrs of the target.
Definition: target.h:130
static constexpr const bool _type_has_method_shash_reduce
Definition: target.h:179
void SHashReduce(SHashReducer hash_reduce) const
std::unordered_set< std::string > GetLibs() const
Get the keys for this target as an unordered_set of string.
String tag
Tag of the target, can be empty.
Definition: target.h:53
const std::string & str() const
The raw string representation of the target.
String ToDebugString() const
Returns a human readable representation of Target which includes all fields, especially the host....
static constexpr const char * _type_key
Definition: target.h:177
static constexpr const bool _type_has_method_sequal_reduce
Definition: target.h:178
Map< String, ObjectRef > attrs
Collection of attributes.
Definition: target.h:57
Optional< TObjectRef > GetFeature(const std::string &feature_key, Optional< TObjectRef > default_value=Optional< TObjectRef >(nullptr)) const
Get a Target feature.
Definition: target.h:154
friend class TargetInternal
Definition: target.h:186
TVM_DECLARE_FINAL_OBJECT_INFO(TargetNode, Object)
Optional< Target > GetHost() const
Map< String, ObjectRef > features
Target features.
Definition: target.h:59
Optional< TObjectRef > GetFeature(const std::string &attr_key, TObjectRef default_value) const
Definition: target.h:165
bool HasKey(const std::string &query_key) const
Check if the target contains a key.
std::vector< std::string > GetKeys() const
Get the keys for this target as a vector of string.
Optional< ObjectRef > host
Target host information, must be Target type.
Definition: target.h:51
TargetKind kind
The kind of the target device.
Definition: target.h:49
bool SEqualReduce(const TargetNode *other, SEqualReducer equal) const
void VisitAttrs(AttrVisitor *v)
Definition: target.h:93
Array< String > keys
Keys for this target.
Definition: target.h:55
Map< String, ObjectRef > Export() const
Managed reference class to TargetNode.
Definition: target.h:193
Target(Target target, Target host)
Construct a Target given target and host.
bool IsExternalCodegen() const
Returns true if this target represents an external codegen. If so, this->kind->name can be used as th...
static Target WithHost(const Target &target, const Target &host)
Create a new Target object with given target (w.o host) and target host.
Target(std::nullptr_t)
Construct a null Target.
Definition: target.h:196
Target WithoutHost() const
Target(const String &tag_or_config_or_target_str)
Construct a Target given a string.
friend class TargetInternal
Definition: target.h:263
Target(const Map< String, ObjectRef > &config)
Construct a Target using a JSON-like configuration.
static tvm::Target Current(bool allow_not_defined=true)
Get the current target context from thread local storage.
TVM_DEFINE_OBJECT_REF_METHODS(Target, ObjectRef, TargetNode)
bool IsExternalCodegenFor(const Target &that) const
Returns true if this target represents an external codegen which is compatible with that target....
RAII wrapper function to enter and exit a context object similar to python's with syntax.
Definition: with.h:58
Array, container representing a contiguous sequence of ObjectRefs.
Definition: array.h:289
Map container of NodeRef->NodeRef in DSL graph. Map implements copy on write semantics,...
Definition: map.h:1271
Base class of all object reference.
Definition: object.h:515
ObjectPtr< Object > data_
Internal pointer that backs the reference.
Definition: object.h:601
base class of all object containers.
Definition: object.h:167
Optional container that to represent to a Nullable variant of T.
Definition: optional.h:51
Reference to string objects.
Definition: string.h:98
Base expr nodes in TVM.
IRModule that holds the functions and type definitions.
runtime implementation for LibTorch/TorchScript.
Definition: analyzer.h:36
PrimExpr equal(PrimExpr a, PrimExpr b, Span span=Span())
equal
void CheckAndUpdateHostConsistency(Target *target, Target *host)
Check and update host field of the given legacy target and target host pair. Note that this function ...
Definitions and helper macros for IR/AST nodes.
Target kind registry.
RAII wrapper function to enter and exit a context object similar to python's with syntax.