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Shashank Suhas
seminar-breakout
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675436ed
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675436ed
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Mar 30, 2017
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Yuxin Wu
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docs/tutorial/efficient-dataflow.md
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@@ -200,8 +200,9 @@ So DataFlow won't be a serious bottleneck if configured properly.
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@@ -200,8 +200,9 @@ So DataFlow won't be a serious bottleneck if configured properly.
## More Efficient DataFlow
## More Efficient DataFlow
To work with larger datasets (or smaller networks, or more GPUS) you could be seriously bounded by CPU or disk speed of a single machine.
To work with larger datasets (or smaller networks, or more GPUs) you could be seriously bounded by CPU or disk speed of a single machine.
Then it's best to run DataFlow distributely and collect them on the
One way is to optimize the preprocessing routine (e.g. write something in C++ or use TF reading operators).
Another way to scale is to run DataFlow distributely and collect them on the
training machine. E.g.:
training machine. E.g.:
```
python
```
python
# Data Machine #1, process 1-20:
# Data Machine #1, process 1-20:
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