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Generating a Cosmoflow dataset is very slow #66

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Linzsd opened this issue May 5, 2024 · 1 comment
Open

Generating a Cosmoflow dataset is very slow #66

Linzsd opened this issue May 5, 2024 · 1 comment

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@Linzsd
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Linzsd commented May 5, 2024

When I was generating the dataset for Cosmoflow, the generation was slow, and it took a minute interval to print the logs once. When I switch the data format to npz, the generation is very fast, why is that?

@daniarherikurniawan
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Try increasing the -n (--num-accelerators) to big number ( 20 or 50) during data generation.
I also modified line 262 https://github.com/mlcommons/storage/blob/main/benchmark.sh#L262C2-L262C37
Changing mpirun -hosts $hosts -np $parallel ... to mpirun -np $parallel ...
I haven't tried the npz format.

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