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andreaskipf avatar andreaskipf commented on August 12, 2024

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niceIrene avatar niceIrene commented on August 12, 2024

Hi, I had the same problem. I changed the downsample.py file to get a smaller dataset, say fb_20M_uint. When I was running the build_rmis.sh script, by using the command: "build_rmi_set fb_100M_uint64" in build_rmis.sh, it reported the same error. I looks like line15: RMI/target/release/rmi data/$DATA_NAME --param-grid ${JSON_PATH} -d rmi_data/ --threads 8 --zero-build-time is not working.

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niceIrene avatar niceIrene commented on August 12, 2024

It looks like in order to run the other datasets, we need to add something to scripts/rmi_specs as you did for the other datasets?

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RyanMarcus avatar RyanMarcus commented on August 12, 2024

In order to build RMIs for a new dataset (or a downsampled one), you'll have to generate a configuration for training the RMI on that dataset. The config files for each dataset are stored in the scripts/rmi_specs directory. You could try copying the RMI config for the larger dataset (i.e., cp fb_200M_uint64.json fb_20M_uint64.json), but this will likely produce suboptimal results.

The best way to try the smaller dataset would be to run the RMI optimizer to create a configuration for the smaller dataset specifically.

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niceIrene avatar niceIrene commented on August 12, 2024

Thanks!

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