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PaddleSpeech/docs/benchmark.md

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Benchmarks

Acceleration with Multi-GPUs

We compare the training time with 1, 2, 4, 8 Tesla V100 GPUs (with a subset of LibriSpeech samples whose audio durations are between 6.0 and 7.0 seconds). And it shows that a near-linear acceleration with multiple GPUs has been achieved. In the following figure, the time (in seconds) cost for training is printed on the blue bars.


# of GPU Acceleration Rate
1 1.00 X
2 1.98 X
4 3.73 X
8 6.95 X

utils/profile.sh provides such a demo profiling tool, you can change it as need.