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Generating a Cosmoflow dataset is very slow

Open Linzsd opened this issue 1 year ago • 1 comments

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?

Linzsd avatar May 05 '24 17:05 Linzsd

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.

daniarherikurniawan avatar Jul 30 '24 19:07 daniarherikurniawan