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authorBirte Kristina Friesel <birte.friesel@uos.de>2024-07-22 08:49:43 +0200
committerBirte Kristina Friesel <birte.friesel@uos.de>2024-07-22 08:51:13 +0200
commit7a39130850a1897ecfa68eaaf17212628fbee51d (patch)
treeffa4864f1b9a993aa1882f4a105e2b87dfdfc2fe /lib/cli.py
parent40a612ba666f163748cde33009573832154b8117 (diff)
add (partially supported) --show-model-precision
Diffstat (limited to 'lib/cli.py')
-rw-r--r--lib/cli.py60
1 files changed, 34 insertions, 26 deletions
diff --git a/lib/cli.py b/lib/cli.py
index 00a0d11..d4f754e 100644
--- a/lib/cli.py
+++ b/lib/cli.py
@@ -13,7 +13,11 @@ def sanity_check(args):
pass
-def print_static(model, static_model, name, attribute, with_dependence=False):
+def print_static(
+ model, static_model, name, attribute, with_dependence=False, precision=2
+):
+ if precision is None:
+ precision = 6
unit = " "
if attribute == "power":
unit = "µW"
@@ -22,25 +26,15 @@ def print_static(model, static_model, name, attribute, with_dependence=False):
elif attribute == "substate_count":
unit = "su"
if model.attr_by_name[name][attribute].stats:
+ ratio = model.attr_by_name[name][
+ attribute
+ ].stats.generic_param_dependence_ratio()
print(
- "{:10s}: {:28s} : {:.2f} {:s} ({:.2f})".format(
- name,
- attribute,
- static_model(name, attribute),
- unit,
- model.attr_by_name[name][
- attribute
- ].stats.generic_param_dependence_ratio(),
- )
+ f"{name:10s}: {attribute:28s} : {static_model(name, attribute):.{precision}f} {unit:s} ({ratio:.2f})"
)
else:
print(
- "{:10s}: {:28s} : {:.2f} {:s}".format(
- name,
- attribute,
- static_model(name, attribute),
- unit,
- )
+ f"{name:10s}: {attribute:28s} : {static_model(name, attribute):.{precision}f} {unit:s}"
)
if with_dependence:
for param in model.parameters:
@@ -104,18 +98,26 @@ def print_information_gain_by_name(model, by_name):
print(f" Parameter {param} : -.--")
-def print_analyticinfo(prefix, info):
+def print_analyticinfo(prefix, info, ndigits=None):
model_function = info.model_function.removeprefix("0 + ")
for i in range(len(info.model_args)):
- model_function = model_function.replace(
- f"regression_arg({i})", str(info.model_args[i])
- )
+ if ndigits is not None:
+ model_function = model_function.replace(
+ f"regression_arg({i})", str(round(info.model_args[i], ndigits=ndigits))
+ )
+ else:
+ model_function = model_function.replace(
+ f"regression_arg({i})", str(info.model_args[i])
+ )
model_function = model_function.replace("+ -", "- ")
print(f"{prefix}: {model_function}")
-def print_staticinfo(prefix, info):
- print(f"{prefix}: {info.value}")
+def print_staticinfo(prefix, info, ndigits=None):
+ if ndigits is not None:
+ print(f"{prefix}: {round(info.value, ndigits)}")
+ else:
+ print(f"{prefix}: {info.value}")
def print_symreginfo(prefix, info):
@@ -186,13 +188,13 @@ def print_splitinfo(info, prefix=""):
print(f"{prefix}: UNKNOWN {type(info)}")
-def print_model(prefix, info):
+def print_model(prefix, info, precision=None):
if type(info) is df.StaticFunction:
- print_staticinfo(prefix, info)
+ print_staticinfo(prefix, info, ndigits=precision)
elif type(info) is df.AnalyticFunction:
- print_analyticinfo(prefix, info)
+ print_analyticinfo(prefix, info, ndigits=precision)
elif type(info) is df.FOLFunction:
- print_analyticinfo(prefix, info)
+ print_analyticinfo(prefix, info, ndigits=precision)
elif type(info) is df.CARTFunction:
print_cartinfo(prefix, info)
elif type(info) is df.SplitFunction:
@@ -610,6 +612,12 @@ def add_standard_arguments(parser):
"all: all of the above",
)
parser.add_argument(
+ "--show-model-precision",
+ metavar="NDIG",
+ type=int,
+ help="Limit precision of model output to NDIG decimals",
+ )
+ parser.add_argument(
"--show-model-error",
action="store_true",
help="Show model error compared to LUT (lower bound) and static (reference) models",