libdl
0.0.1
Simple yet powerful deep learning
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linear.hpp
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#pragma once
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#include "../tensor/tensorptr.hpp"
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#include "./model.hpp"
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namespace
dl {
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class
Linear
final :
public
Model
<TensorPtr(TensorPtr)> {
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private
:
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TensorPtr
weights;
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TensorPtr
bias;
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public
:
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Linear
(
size_t
inFeatures,
size_t
outFeatures,
const
Device
& device,
bool
bias =
true
)
noexcept
;
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Linear
(
size_t
inFeatures,
size_t
outFeatures,
bool
bias =
true
)
noexcept
;
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public
:
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virtual
TensorPtr
forward(
TensorPtr
input)
noexcept
override
;
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};
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}
// namespace dl
dl::Device
Definition
device.hpp:8
dl::Linear
Applies a learnable linear transformation with optional bias.
Definition
linear.hpp:12
dl::Model
Definition
model.hpp:33
dl::TensorPtr
The Tensor is a managed pointer to a tensor. It can generally be thought of like an std::unique_ptr<T...
Definition
tensorptr.hpp:45
dl
model
linear.hpp
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