diff options
Diffstat (limited to 'examples/explore-and-model-static')
| -rwxr-xr-x | examples/explore-and-model-static | 18 |
1 files changed, 18 insertions, 0 deletions
diff --git a/examples/explore-and-model-static b/examples/explore-and-model-static new file mode 100755 index 0000000..264d14f --- /dev/null +++ b/examples/explore-and-model-static @@ -0,0 +1,18 @@ +#!/bin/sh + +set -ex + +# Benchmark 10 random configurations and their neighbourhood +../bin/explore-kconfig.py --log-level debug --random 10 --with-neighbourhood ../examples/kconfig-static + +# Each of the following lines generates a single model +DFATOOL_DTREE_IGNORE_IRRELEVANT_PARAMS=0 DFATOOL_KCONF_WITH_CHOICE_NODES=0 ../bin/analyze-kconfig.py --export-webconf ../models/example-static-rmt-b.json --export-raw-predictions ../models/example-static-rmt-b-eval.json ../examples/kconfig-static/Kconfig . +DFATOOL_DTREE_IGNORE_IRRELEVANT_PARAMS=0 DFATOOL_KCONF_WITH_CHOICE_NODES=1 ../bin/analyze-kconfig.py --export-webconf ../models/example-static-rmt-nb.json --export-raw-predictions ../models/example-static-rmt-nb-eval.json ../examples/kconfig-static/Kconfig . + +DFATOOL_DTREE_SKLEARN_CART=1 DFATOOL_PARAM_CATEGORIAL_TO_SCALAR=1 DFATOOL_KCONF_WITH_CHOICE_NODES=0 ../bin/analyze-kconfig.py --export-webconf ../models/example-static-cart-b.json --export-raw-predictions ../models/example-static-cart-b-eval.json ../examples/kconfig-static/Kconfig . +DFATOOL_DTREE_SKLEARN_CART=1 DFATOOL_PARAM_CATEGORIAL_TO_SCALAR=1 DFATOOL_KCONF_WITH_CHOICE_NODES=1 ../bin/analyze-kconfig.py --export-webconf ../models/example-static-cart-nb.json --export-raw-predictions ../models/example-static-cart-nb-eval.json ../examples/kconfig-static/Kconfig . + +DFATOOL_DTREE_IGNORE_IRRELEVANT_PARAMS=0 DFATOOL_PARAM_CATEGORIAL_TO_SCALAR=1 DFATOOL_FIT_FOL=1 DFATOOL_KCONF_WITH_CHOICE_NODES=0 ../bin/analyze-kconfig.py --export-webconf ../models/example-static-fol-b.json --export-raw-predictions ../models/example-static-fol-b-eval.json ../examples/kconfig-static/Kconfig . +DFATOOL_DTREE_IGNORE_IRRELEVANT_PARAMS=0 DFATOOL_PARAM_CATEGORIAL_TO_SCALAR=1 DFATOOL_FIT_FOL=1 DFATOOL_KCONF_WITH_CHOICE_NODES=1 ../bin/analyze-kconfig.py --export-webconf ../models/example-static-fol-nb.json --export-raw-predictions ../models/example-static-fol-nb-eval.json ../examples/kconfig-static/Kconfig . + +cp ../examples/kconfig-static/Kconfig ../models/example-static.kconfig |