Caffe2 - C++ API
A deep learning, cross platform ML framework
Public Member Functions | Protected Types | Protected Member Functions | Protected Attributes | Friends
caffe2::ParallelNet Class Reference
Inheritance diagram for caffe2::ParallelNet:
caffe2::NetBase caffe2::Observable< NetBase >

Public Member Functions

 ParallelNet (const std::shared_ptr< const NetDef > &net_def, Workspace *ws)
 
bool RunAsync () override
 
void Wait () override
 
bool SupportsAsync () override
 
std::vector< OperatorBase * > GetOperators () const override
 
TaskThreadPoolBasePool (const DeviceOption &device_option)
 
- Public Member Functions inherited from caffe2::NetBase
 NetBase (const std::shared_ptr< const NetDef > &net_def, Workspace *ws)
 
const vector< const Event * > & events () const
 
virtual bool Run ()
 
virtual vector< float > TEST_Benchmark (const int, const int, const bool)
 Benchmarks a network. More...
 
const vector< string > & external_output () const
 
const vector< string > & external_input () const
 
const string & Name () const
 
const NetDef & debug_def () const
 
bool has_debug_def () const
 
- Public Member Functions inherited from caffe2::Observable< NetBase >
 Observable (Observable &&)=default
 
Observableoperator= (Observable &&)=default
 
 C10_DISABLE_COPY_AND_ASSIGN (Observable)
 
const ObserverAttachObserver (std::unique_ptr< Observer > observer)
 
std::unique_ptr< ObserverDetachObserver (const Observer *observer_ptr)
 Returns a unique_ptr to the removed observer. More...
 
virtual size_t NumObservers ()
 
void StartAllObservers ()
 
void StopAllObservers ()
 

Protected Types

typedef std::unordered_map< int, std::unordered_map< int, std::shared_ptr< TaskThreadPoolBase > > > PoolsMap
 

Protected Member Functions

bool handleRunError () override
 
virtual void finishRun ()
 
virtual void reset ()
 
TaskThreadPoolBasepoolGetter (PoolsMap &pools, int device_type, int device_id, int pool_size)
 
 C10_DISABLE_COPY_AND_ASSIGN (ParallelNet)
 
- Protected Member Functions inherited from caffe2::NetBase
virtual bool DoRunAsync ()
 
 C10_DISABLE_COPY_AND_ASSIGN (NetBase)
 

Protected Attributes

ExecutionOptions options_
 
int num_workers_
 
std::unique_ptr< ParallelNetExecutorHelperhelper_
 
std::shared_ptr< AsyncTaskGraphBasetask_graph_
 
AsyncTaskFuturerun_future_
 
std::vector< dag_utils::OperatorNodeoperator_nodes_
 
std::vector< OperatorBase * > operators_
 
std::mutex pools_mutex_
 
PoolsMap cpu_pools_
 
PoolsMap gpu_pools_
 
- Protected Attributes inherited from caffe2::NetBase
vector< string > external_input_
 
vector< string > external_output_
 
string name_
 
vector< const Event * > events_
 
std::shared_ptr< const NetDef > net_def_
 
- Protected Attributes inherited from caffe2::Observable< NetBase >
std::vector< std::unique_ptr< Observer > > observers_list_
 

Friends

class ParallelNetExecutorHelper
 

Additional Inherited Members

- Public Types inherited from caffe2::Observable< NetBase >
using Observer = ObserverBase< NetBase >
 

Detailed Description

Definition at line 13 of file net_parallel.h.


The documentation for this class was generated from the following files: