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Need a baseline performance benchmark for distributed training. #6941

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typhoonzero opened this issue Dec 24, 2017 · 1 comment

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typhoonzero commented Dec 24, 2017

We need a baseline for benchmarking distributed training, the baseline is:

Select a model (e.g. vgg16)
Data Parallelism, sync SGD
Same cluster hardware

the variables to compare are:

Different frameworks (PaddlePaddle vs. others)
The number of nodes
batch size

The performance baseline can be used to judge our framework's distributed training performance than. Both v1 and fluid should be tested.

typhoonzero mentioned this issue

Add grpc benchmark #6176

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Contributor Author

typhoonzero commented Feb 5, 2018

Closing due to #7539 is complete.

typhoonzero closed this as completed

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