提交 75856ec3 编写于 作者: H Helin Wang

fix typo

上级 0e80f74c
......@@ -2,8 +2,8 @@
## Abstract
We propose an approach to implment the parameter server. In this
approach, there is no fundimental difference between the trainer and
We propose an approach to implement the parameter server. In this
approach, there is no fundamental difference between the trainer and
the parameter server: they both run sub-graphs, but sub-graphs of
different purposes.
......@@ -16,7 +16,7 @@ trainer and the parameter server.
It would be great if we can write code once and use them on both the
trainer and the parameter server: reduces code duplication and
improves extensibility. Given during the current refactor, we are
improves extensibility. Given that after the current refactor, we are
representing everything as a computing graph on the
trainer. Representing everything as a computing graph on the parameter
server becomes a natural extension.
......@@ -25,8 +25,8 @@ server becomes a natural extension.
### Graph Converter
The *graph converter* converts user-defined operation (OP) graph into
sub-graphs to be scheduled on different nodes.
The *graph converter* converts the user-defined operation (OP) graph
into sub-graphs to be scheduled on different nodes.
1. The user-defined OP graph will be cut into sub-graphs of
different purposes (e.g., trainer, parameter server) to run on
......@@ -66,7 +66,7 @@ After converting:
a subgraph.
- No more duplication logic inside the trainer and the parameter
server in the background section.
server mentioned in the background section.
### Challenges
......
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