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update readme
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qyliu-hkust committed Oct 2, 2024
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Expand Up @@ -44,10 +44,10 @@ The following scripts are invoked to generate a set of RMI model configs with va
cargo run --release -- --optimize optimizer_out_wiki.json wiki_200M_uint64
cargo run wiki_200M_uint64 --param-grid optimizer_out_wiki.json -d YOUR_RMI_SAVE_FOLDER --threads 8 --zero-build-time
```
The above process will generate **9** RMI models for each dataset in **YOUR_RMI_SAVE_FOLDER**.
The above process will generate **9** RMI models for each dataset in `YOUR_RMI_SAVE_FOLDER`.
For example, for dataset `fb_200M_uint64`, it includes 9 RMI model parameter files (`fb_200M_uint64_i_L1_PARAMETERS`, `i=0,...,9`), 27 RMI source code files (3 code files for each RMI model, named `fb_200M_uint64_i_data.h`, `fb_200M_uint64_i.cpp`, and `fb_200M_uint64_i.h`, for `i=0,...,9`).

To make reproduction easier, we have generated all the required RMI parameter files and source files, available at **[link](https://www.dropbox.com/home/rmi_data)**.
To make reproduction easier, we have generated all the required RMI parameter files and source files, available at https://www.dropbox.com/home/rmi_data.

### 2. Run Benchmark
To run the benchmarks:
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