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9c55d7e0
编写于
11月 09, 2017
作者:
T
Travis CI
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develop/doc/api/v2/config/optimizer.html
develop/doc/api/v2/config/optimizer.html
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develop/doc_cn/api/v2/config/optimizer.html
develop/doc_cn/api/v2/config/optimizer.html
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develop/doc/api/v2/config/optimizer.html
浏览文件 @
9c55d7e0
...
@@ -205,7 +205,7 @@
...
@@ -205,7 +205,7 @@
<dd><p>
Momentum Optimizer.
</p>
<dd><p>
Momentum Optimizer.
</p>
<p>
When sparse=False, the momentum update formula is as follows:
</p>
<p>
When sparse=False, the momentum update formula is as follows:
</p>
<div
class=
"math"
>
<div
class=
"math"
>
\[\begin{split}v_{t}
&
= k * v_{t-1} - \gamma_t
/
(g_{t} + \lambda w_{t-1}) \\
\[\begin{split}v_{t}
&
= k * v_{t-1} - \gamma_t (g_{t} + \lambda w_{t-1}) \\
w_{t}
&
= w_{t-1} + v_{t} \\\end{split}\]
</div>
w_{t}
&
= w_{t-1} + v_{t} \\\end{split}\]
</div>
<p>
where,
<span
class=
"math"
>
\(k\)
</span>
is momentum,
<span
class=
"math"
>
\(\lambda\)
</span>
is decay rate,
<p>
where,
<span
class=
"math"
>
\(k\)
</span>
is momentum,
<span
class=
"math"
>
\(\lambda\)
</span>
is decay rate,
<span
class=
"math"
>
\(\gamma_t\)
</span>
is learning rate at the t
’
th iteration.
<span
class=
"math"
>
\(\gamma_t\)
</span>
is learning rate at the t
’
th iteration.
...
...
develop/doc_cn/api/v2/config/optimizer.html
浏览文件 @
9c55d7e0
...
@@ -219,7 +219,7 @@
...
@@ -219,7 +219,7 @@
<dd><p>
Momentum Optimizer.
</p>
<dd><p>
Momentum Optimizer.
</p>
<p>
When sparse=False, the momentum update formula is as follows:
</p>
<p>
When sparse=False, the momentum update formula is as follows:
</p>
<div
class=
"math"
>
<div
class=
"math"
>
\[\begin{split}v_{t}
&
= k * v_{t-1} - \gamma_t
/
(g_{t} + \lambda w_{t-1}) \\
\[\begin{split}v_{t}
&
= k * v_{t-1} - \gamma_t (g_{t} + \lambda w_{t-1}) \\
w_{t}
&
= w_{t-1} + v_{t} \\\end{split}\]
</div>
w_{t}
&
= w_{t-1} + v_{t} \\\end{split}\]
</div>
<p>
where,
<span
class=
"math"
>
\(k\)
</span>
is momentum,
<span
class=
"math"
>
\(\lambda\)
</span>
is decay rate,
<p>
where,
<span
class=
"math"
>
\(k\)
</span>
is momentum,
<span
class=
"math"
>
\(\lambda\)
</span>
is decay rate,
<span
class=
"math"
>
\(\gamma_t\)
</span>
is learning rate at the t
’
th iteration.
<span
class=
"math"
>
\(\gamma_t\)
</span>
is learning rate at the t
’
th iteration.
...
...
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