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executable.h
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19 
24 #ifndef TVM_RUNTIME_VM_EXECUTABLE_H_
25 #define TVM_RUNTIME_VM_EXECUTABLE_H_
26 
29 #include <tvm/runtime/module.h>
30 #include <tvm/runtime/object.h>
33 
34 #include <map>
35 #include <string>
36 #include <unordered_map>
37 #include <vector>
38 
39 namespace tvm {
40 namespace runtime {
41 namespace vm {
42 
43 struct VMFunction;
44 
57 class TVM_DLL Executable : public ModuleNode {
58  public:
67  PackedFunc GetFunction(const std::string& name, const ObjectPtr<Object>& sptr_to_self) final;
68 
71 
80  void SaveToBinary(dmlc::Stream* stream) final;
81 
91  void SaveToFile(const std::string& path, const std::string& format) final;
92 
102  TVMByteArray Save();
103 
114  static runtime::Module Load(const std::string& code, const runtime::Module lib);
115 
125  void MoveLateBoundConstantsToStream(dmlc::Stream* stream, size_t byte_limit);
126 
130  void MoveLateBoundConstantsToFile(const std::string& path, size_t byte_limit);
131 
135  Map<String, NDArray> GetLateBoundConstants(size_t byte_limit);
136 
143  void LoadLateBoundConstantsFromStream(dmlc::Stream* stream);
144 
151  void LoadLateBoundConstantsFromMap(Map<String, NDArray> map);
152 
156  void LoadLateBoundConstantsFromFile(const std::string& path);
157 
190  std::string GetBytecode() const;
191 
196  std::string GetConstants() const;
197 
202  std::string GetVirtualDevices() const;
203 
209  std::string GetPrimitives() const;
210 
215  std::string Stats() const;
216 
223  runtime::Module GetLib() const;
224 
235  void SetLib(const runtime::Module& lib);
236 
242  const VMFunction& GetVMFunctionWithName(const std::string& func_name) const;
243 
249  int GetFunctionArity(std::string func) const;
250 
257  std::string GetFunctionParameterName(std::string func, uint32_t index) const;
258 
259  virtual ~Executable() {}
260 
261  const char* type_key() const final { return "VMExecutable"; }
262 
267  std::vector<Device> virtual_devices;
272  int host_device_index = -1;
279  std::vector<ObjectRef> constants;
284  std::vector<String> late_bound_constant_names;
285 
287  std::unordered_map<std::string, Index> global_map;
291  std::unordered_map<std::string, Index> primitive_map;
293  std::map<Index, Map<String, ObjectRef>> op_attrs;
295  std::vector<VMFunction> functions;
297  std::vector<Index> const_device_indexes;
298 
299  private:
305  void SaveVirtualDevicesSection(dmlc::Stream* strm);
306 
312  void SaveGlobalSection(dmlc::Stream* strm);
313 
319  void SaveConstantSection(dmlc::Stream* stream);
320 
326  void LoadConstantSection(dmlc::Stream* stream);
327 
333  void SavePrimitiveOpNames(dmlc::Stream* strm);
334 
340  void SaveCodeSection(dmlc::Stream* strm);
341 
347  void LoadVirtualDevicesSection(dmlc::Stream* strm);
348 
354  void LoadGlobalSection(dmlc::Stream* strm);
355 
361  void LoadPrimitiveOpNames(dmlc::Stream* strm);
362 
368  void LoadCodeSection(dmlc::Stream* strm);
369 
371  std::string code_;
372 };
373 
374 } // namespace vm
375 } // namespace runtime
376 } // namespace tvm
377 
378 #endif // TVM_RUNTIME_VM_EXECUTABLE_H_
std::map< Index, Map< String, ObjectRef > > op_attrs
The structural hashes of the operators in this function.
Definition: executable.h:293
The executable emitted by the VM compiler.
Definition: executable.h:57
A custom smart pointer for Object.
Definition: object.h:358
std::vector< VMFunction > functions
The virtual machine&#39;s function table.
Definition: executable.h:295
Runtime String container types.
runtime implementation for LibTorch/TorchScript.
Definition: analyzer.h:36
kBinarySerializable we can serialize the module to the stream of bytes. CUDA/OpenCL/JSON runtime are ...
Definition: module.h:56
std::vector< ObjectRef > constants
The global constant array.
Definition: executable.h:279
Byte array type used to pass in byte array When kTVMBytes is used as data type.
Definition: c_runtime_api.h:221
int GetPropertyMask() const final
Get the property of the runtime module .
Definition: executable.h:70
std::vector< Index > const_device_indexes
The index of the device holding each constant.
Definition: executable.h:297
std::unordered_map< std::string, Index > primitive_map
A mapping from the packed function&#39;s global name (as string) to the index that corresponds to the pos...
Definition: executable.h:291
const char * type_key() const final
Definition: executable.h:261
The bytecode for Relay virtual machine.
std::unordered_map< std::string, Index > global_map
A map from globals (as strings) to their index in the Relay function map.
Definition: executable.h:287
std::vector< String > late_bound_constant_names
For each constant index the name of the late-bound constant, or null if constant is immediate...
Definition: executable.h:284
A representation of a Relay function in the VM.
Definition: vm.h:77
Base container of module.
Definition: module.h:142
A managed object in the TVM runtime.
Runtime container of the functions generated by TVM, This is used to support dynamically link...
Module container of TVM.
Definition: module.h:79
Map container of NodeRef->NodeRef in DSL graph. Map implements copy on write semantics, which means map is mutable but copy will happen when array is referenced in more than two places.
Definition: map.h:1271
std::vector< Device > virtual_devices
The (compile-time, virtual) devices corresponding to each device index. Currently we only support at ...
Definition: executable.h:267
Runtime Map container types.
Packed function is a type-erased function. The arguments are passed by packed format.
Definition: packed_func.h:138
Type-erased function used across TVM API.
virtual ~Executable()
Definition: executable.h:259