class MXNet::Gluon::NN::MaxPool2D
- MXNet::Gluon::NN::MaxPool2D
- MXNet::Gluon::NN::Internal::Pooling
- MXNet::Gluon::HybridBlock
- MXNet::Gluon::Block
- Reference
- Object
Overview
Max pooling operation for 2D data (e.g. images).
Defined in:
mxnet/gluon/nn/layers.crConstructors
-
.new(*, pool_size = 2, strides = nil, padding = 0, **kwargs)
Creates a new instance.
Instance methods inherited from class MXNet::Gluon::NN::Internal::Pooling
hybrid_forward(inputs : Array(T), params : Hash(String, T)? = nil) : Array(T) forall T
hybrid_forward
Constructor methods inherited from class MXNet::Gluon::NN::Internal::Pooling
new(*, pool_size : Array(Int32), strides : Array(Int32) | Int32 | Nil, padding : Array(Int32) | Int32, **kwargs)
new
Instance methods inherited from class MXNet::Gluon::HybridBlock
export(filename, epoch = 0)
export,
forward(inputs : Array(T)) : Array(T) forall T
forward,
hybrid_forward(inputs : Array(T), params : Hash(String, T) = {} of String => T) : Array(T) forall T
hybrid_forward,
hybridize(active = true, flags = {} of String => String)
hybridize,
register_child(block, name = nil)
register_child
Instance methods inherited from module MXNet::Gluon::CachedGraph
clear_cache
clear_cache,
infer_dtype(args)
infer_dtype,
infer_shape(args)
infer_shape
Constructor methods inherited from module MXNet::Gluon::CachedGraph
new(**kwargs)
new
Instance methods inherited from class MXNet::Gluon::Block
call(inputs : Array(T)) : Array(T) forall T
call,
children
children,
collect_params(selector = nil)
collect_params,
forward(inputs : Array(T)) : Array(T) forall T
forward,
get_attr(name : String) : Block | Parameter | Nil
get_attr,
hybridize(active = true)
hybridize,
init(init = nil, ctx = nil, force_reinit = false)
init,
load_parameters(fname, ctx = MXNet.cpu, allow_missing = false, ignore_extra = false)
load_parameters,
params : MXNet::Gluon::ParameterDict
params,
prefix : String
prefix,
register_child(block, name = nil)
register_child,
register_parameter(param, name = nil)
register_parameter,
save_parameters(fname)
save_parameters,
scope : MXNet::Gluon::BlockScope?
scope,
set_attr(name : String, value : Block | Parameter | Nil)
set_attr,
with_name_scope(&)
with_name_scope
Constructor methods inherited from class MXNet::Gluon::Block
new(prefix = nil, params = nil)
new
Constructor Detail
Creates a new instance.
Parameters
- pool_size (
Array(Int32)of 2 integers, default =2) Specifies the size of pooling window. - strides (
Int32orArray(Int32)of 2 integers, default =nil) Specifies the strides of the pooling operation. - padding (
Int32orArray(Int32)of 2 integers, default =0) Ifpaddingis non-zero, then the input is implicitly zero-padded on both sides forpaddingnumber of points.