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282aa967
编写于
3月 15, 2018
作者:
Y
Yancey1989
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doc/fluid/design/dist_train/prefetch_parameter.md
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doc/fluid/design/dist_train/prefetch_parameter.md
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@@ -16,13 +16,13 @@ Prior to reading this design, it would be useful for the reader to make themselv
...
@@ -16,13 +16,13 @@ Prior to reading this design, it would be useful for the reader to make themselv
The execution of
`lookup local table`
is as follows:
The execution of
`lookup local table`
is as follows:
<img
src=
"src/lookup_local_table.png"
width=
"
4
00"
/>
<img
src=
"src/lookup_local_table.png"
width=
"
7
00"
/>
For some cases, the parameter(
`weight`
) may be very large, such as 10 billion features, the entire
For some cases, the parameter(
`weight`
) may be very large, such as 10 billion features, the entire
data could not be stored in one trainer's memory, so we need to partition this parameter and
data could not be stored in one trainer's memory, so we need to partition this parameter and
pre-fetch it at the beginning of each mini-batch, and we call it
`lookup remote table`
:
pre-fetch it at the beginning of each mini-batch, and we call it
`lookup remote table`
:
<img
src=
"src/lookup_remote_table.png"
width=
"
400"
>
<img
src=
"src/lookup_remote_table.png"
width=
"
700"
/
>
The processing flow of
`lookup remote table`
is as follows:
The processing flow of
`lookup remote table`
is as follows:
...
...
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