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--learning mode #3

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karmacoma-eth opened this issue Oct 22, 2024 · 0 comments
Open

--learning mode #3

karmacoma-eth opened this issue Oct 22, 2024 · 0 comments
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enhancement New feature or request

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@karmacoma-eth
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we need better ergonomics for learning the best sequence of solvers for a particular set of queries.

The current approach:

# run jsi on every file, producing csv timings
for smt_file in path/to/smt_files/*.smt2 ; do jsi --csv --full-run --timeout 1m "$smt_file" ; done

# ingest csv and display stats about best solvers
python utils/csv-stats.py path/to/smt_files/

We could instead have something like:

jsi --learning [--sequence a,b,c] path/to/smt_files/

This could optionally start with sequence a,b,c, but use heuristics to prioritize solvers that have worked best on previous queries

@karmacoma-eth karmacoma-eth added the enhancement New feature or request label Oct 22, 2024
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