Caffe2 - C++ API
A deep learning, cross platform ML framework
Data Fields
NestedModel Class Reference
Inheritance diagram for NestedModel:
torch::nn::Module

Data Fields

torch::Tensor param_
 
Linear l1
 
std::shared_ptr< TestModelt
 

Additional Inherited Members

- Public Types inherited from torch::nn::Module
using ModuleApplyFunction = std::function< void(Module &)>
 
using ConstModuleApplyFunction = std::function< void(const Module &)>
 
using NamedModuleApplyFunction = std::function< void(const std::string &, Module &)>
 
using ConstNamedModuleApplyFunction = std::function< void(const std::string &, const Module &)>
 
using ModulePointerApplyFunction = std::function< void(const std::shared_ptr< Module > &)>
 
using NamedModulePointerApplyFunction = std::function< void(const std::string &, const std::shared_ptr< Module > &)>
 
- Public Member Functions inherited from torch::nn::Module
 Module (std::string name)
 Tells the base Module about the name of the submodule.
 
 Module ()
 Constructs the module without immediate knowledge of the submodule's name. More...
 
const std::string & name () const noexcept
 Returns the name of the Module. More...
 
virtual std::shared_ptr< Moduleclone (const optional< Device > &device=nullopt) const
 Performs a recursive deep copy of the module and all its registered parameters, buffers and submodules. More...
 
void apply (const ModuleApplyFunction &function)
 Applies the function to the Module and recursively to every submodule. More...
 
void apply (const ConstModuleApplyFunction &function) const
 Applies the function to the Module and recursively to every submodule. More...
 
void apply (const NamedModuleApplyFunction &function, const std::string &name_prefix=std::string())
 Applies the function to the Module and recursively to every submodule. More...
 
void apply (const ConstNamedModuleApplyFunction &function, const std::string &name_prefix=std::string()) const
 Applies the function to the Module and recursively to every submodule. More...
 
void apply (const ModulePointerApplyFunction &function) const
 Applies the function to the Module and recursively to every submodule. More...
 
void apply (const NamedModulePointerApplyFunction &function, const std::string &name_prefix=std::string()) const
 Applies the function to the Module and recursively to every submodule. More...
 
std::vector< Tensorparameters (bool recurse=true) const
 Returns the parameters of this Module and if recurse is true, also recursively of every submodule. More...
 
OrderedDict< std::string, Tensornamed_parameters (bool recurse=true) const
 Returns an OrderedDict with the parameters of this Module along with their keys, and if recurse is true also recursively of every submodule. More...
 
std::vector< Tensorbuffers (bool recurse=true) const
 Returns the buffers of this Module and if recurse is true, also recursively of every submodule. More...
 
OrderedDict< std::string, Tensornamed_buffers (bool recurse=true) const
 Returns an OrderedDict with the buffers of this Module along with their keys, and if recurse is true also recursively of every submodule. More...
 
std::vector< std::shared_ptr< Module > > modules (bool include_self=true) const
 Returns the submodules of this Module (the entire submodule hierarchy) and if include_self is true, also inserts a shared_ptr to this module in the first position. More...
 
OrderedDict< std::string, std::shared_ptr< Module > > named_modules (const std::string &name_prefix=std::string(), bool include_self=true) const
 Returns an OrderedDict of he submodules of this Module (the entire submodule hierarchy) and thei keys, and if include_self is true, also inserts a shared_ptr to this module in the first position. More...
 
std::vector< std::shared_ptr< Module > > children () const
 Returns the direct submodules of this Module.
 
OrderedDict< std::string, std::shared_ptr< Module > > named_children () const
 Returns an OrderedDict of the direct submodules of this Module and their keys. More...
 
virtual void train (bool on=true)
 Enables "training" mode.
 
void eval ()
 Calls train(false) to enable "eval" mode. More...
 
virtual bool is_training () const noexcept
 True if the module is in training mode. More...
 
virtual void to (torch::Device device, torch::Dtype dtype, bool non_blocking=false)
 Recursively casts all parameters to the given dtype and device. More...
 
virtual void to (torch::Dtype dtype, bool non_blocking=false)
 Recursively casts all parameters to the given dtype. More...
 
virtual void to (torch::Device device, bool non_blocking=false)
 Recursively moves all parameters to the given device. More...
 
virtual void zero_grad ()
 Recursively zeros out the grad value of each registered parameter.
 
template<typename ModuleType >
ModuleType::ContainedType * as () noexcept
 Attempts to cast this Module to the given ModuleType. More...
 
template<typename ModuleType >
const ModuleType::ContainedType * as () const noexcept
 Attempts to cast this Module to the given ModuleType. More...
 
template<typename ModuleType , typename = torch::detail::disable_if_module_holder_t<ModuleType>>
ModuleType * as () noexcept
 Attempts to cast this Module to the given ModuleType. More...
 
template<typename ModuleType , typename = torch::detail::disable_if_module_holder_t<ModuleType>>
const ModuleType * as () const noexcept
 Attempts to cast this Module to the given ModuleType. More...
 
virtual void save (serialize::OutputArchive &archive) const
 Serializes the Module into the given OutputArchive.
 
virtual void load (serialize::InputArchive &archive)
 Deserializes the Module from the given InputArchive.
 
virtual void pretty_print (std::ostream &stream) const
 Streams a pretty representation of the Module into the given stream. More...
 
- Protected Member Functions inherited from torch::nn::Module
Tensorregister_parameter (std::string name, Tensor tensor, bool requires_grad=true)
 Registers a parameter with this Module. More...
 
Tensorregister_buffer (std::string name, Tensor tensor)
 Registers a buffer with this Module. More...
 
template<typename ModuleType >
std::shared_ptr< ModuleType > register_module (std::string name, std::shared_ptr< ModuleType > module)
 Registers a submodule with this Module. More...
 
template<typename ModuleType >
std::shared_ptr< ModuleType > register_module (std::string name, ModuleHolder< ModuleType > module_holder)
 Registers a submodule with this Module. More...
 

Detailed Description

Definition at line 28 of file modules.cpp.


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