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-rwxr-xr-xbin/analyze-archive.py18
-rwxr-xr-xbin/analyze-timing.py6
-rwxr-xr-xbin/eval-outlier-removal.py11
-rwxr-xr-xbin/eval-rel-energy.py4
-rwxr-xr-xbin/test_corrcoef.py6
5 files changed, 22 insertions, 23 deletions
diff --git a/bin/analyze-archive.py b/bin/analyze-archive.py
index e7027ed..582302d 100755
--- a/bin/analyze-archive.py
+++ b/bin/analyze-archive.py
@@ -91,8 +91,8 @@ def model_quality_table(header, result_lists, info_list):
header[2].center(19),
)
)
- for state_or_tran in result_lists[0]["by_name"].keys():
- for key in result_lists[0]["by_name"][state_or_tran].keys():
+ for state_or_tran in result_lists[0].keys():
+ for key in result_lists[0][state_or_tran].keys():
buf = "{:20s} {:15s}".format(state_or_tran, key)
for i, results in enumerate(result_lists):
info = info_list[i]
@@ -112,7 +112,7 @@ def model_quality_table(header, result_lists, info_list):
)
)
):
- result = results["by_name"][state_or_tran][key]
+ result = results[state_or_tran][key]
buf += format_quality_measures(result)
else:
buf += "{:7}----{:8}".format("", "")
@@ -226,12 +226,12 @@ def print_html_model_data(raw_data, model, pm, pq, lm, lq, am, ai, aq):
unit = ""
if attribute == "power":
unit = "µW"
- static_quality = pq["by_name"][state][attribute]["smape"]
+ static_quality = pq[state][attribute]["smape"]
print(
f"* {attribute} mean: {pm(state, attribute):.0f} {unit} (± {static_quality:.1f}%)"
)
if ai(state, attribute):
- analytic_quality = aq["by_name"][state][attribute]["smape"]
+ analytic_quality = aq[state][attribute]["smape"]
fstr = ai(state, attribute)["function"].model_function
fstr = fstr.replace("0 + ", "", 1)
for i, marg in enumerate(ai(state, attribute)["function"].model_args):
@@ -261,12 +261,12 @@ def print_html_model_data(raw_data, model, pm, pq, lm, lq, am, ai, aq):
unit = "µs"
elif attribute in ["energy", "rel_energy_prev"]:
unit = "pJ"
- static_quality = pq["by_name"][trans][attribute]["smape"]
+ static_quality = pq[trans][attribute]["smape"]
print(
f"* {attribute} mean: {pm(trans, attribute):.0f} {unit} (± {static_quality:.1f}%)"
)
if ai(trans, attribute):
- analytic_quality = aq["by_name"][trans][attribute]["smape"]
+ analytic_quality = aq[trans][attribute]["smape"]
fstr = ai(trans, attribute)["function"].model_function
fstr = fstr.replace("0 + ", "", 1)
for i, marg in enumerate(ai(trans, attribute)["function"].model_args):
@@ -288,7 +288,7 @@ def print_html_model_data(raw_data, model, pm, pq, lm, lq, am, ai, aq):
unit = "µW"
print(
"<td>{:.0f} {} ({:.1f}%)</td>".format(
- pm(state, attribute), unit, pq["by_name"][state][attribute]["smape"]
+ pm(state, attribute), unit, pq[state][attribute]["smape"]
),
end="",
)
@@ -315,7 +315,7 @@ def print_html_model_data(raw_data, model, pm, pq, lm, lq, am, ai, aq):
unit = "pJ"
print(
"<td>{:.0f} {} ({:.1f}%)</td>".format(
- pm(trans, attribute), unit, pq["by_name"][trans][attribute]["smape"]
+ pm(trans, attribute), unit, pq[trans][attribute]["smape"]
),
end="",
)
diff --git a/bin/analyze-timing.py b/bin/analyze-timing.py
index e8af0fb..129b0ff 100755
--- a/bin/analyze-timing.py
+++ b/bin/analyze-timing.py
@@ -111,14 +111,14 @@ def format_quality_measures(result):
def model_quality_table(result_lists, info_list):
- for state_or_tran in result_lists[0]["by_name"].keys():
- for key in result_lists[0]["by_name"][state_or_tran].keys():
+ for state_or_tran in result_lists[0].keys():
+ for key in result_lists[0][state_or_tran].keys():
buf = "{:20s} {:15s}".format(state_or_tran, key)
for i, results in enumerate(result_lists):
info = info_list[i]
buf += " ||| "
if info is None or type(info(state_or_tran, key)) is not StaticFunction:
- result = results["by_name"][state_or_tran][key]
+ result = results[state_or_tran][key]
buf += format_quality_measures(result)
else:
buf += "{:6}----{:9}".format("", "")
diff --git a/bin/eval-outlier-removal.py b/bin/eval-outlier-removal.py
index d6c905c..217d43f 100755
--- a/bin/eval-outlier-removal.py
+++ b/bin/eval-outlier-removal.py
@@ -10,11 +10,11 @@ opt = dict()
def model_quality_table(result_lists, info_list):
- for state_or_tran in result_lists[0]["by_name"].keys():
- for key in result_lists[0]["by_name"][state_or_tran].keys():
+ for state_or_tran in result_lists[0].keys():
+ for key in result_lists[0][state_or_tran].keys():
buf = "{:20s} {:15s}".format(state_or_tran, key)
for i, results in enumerate(result_lists):
- results = results["by_name"]
+ results = results
info = info_list[i]
buf += " ||| "
if info == None or info(state_or_tran, key):
@@ -31,12 +31,11 @@ def model_quality_table(result_lists, info_list):
def combo_model_quality_table(result_lists, info_list):
- for state_or_tran in result_lists[0][0]["by_name"].keys():
- for key in result_lists[0][0]["by_name"][state_or_tran].keys():
+ for state_or_tran in result_lists[0][0].keys():
+ for key in result_lists[0][0][state_or_tran].keys():
for sub_result_lists in result_lists:
buf = "{:20s} {:15s}".format(state_or_tran, key)
for i, results in enumerate(sub_result_lists):
- results = results["by_name"]
info = info_list[i]
buf += " ||| "
if info == None or info(state_or_tran, key):
diff --git a/bin/eval-rel-energy.py b/bin/eval-rel-energy.py
index cec1576..245746a 100755
--- a/bin/eval-rel-energy.py
+++ b/bin/eval-rel-energy.py
@@ -92,8 +92,8 @@ if __name__ == "__main__":
lut_quality = model.assess(model.get_param_lut())
for trans in model.transitions:
- absolute_quality = lut_quality["by_name"][trans]["energy"]
- relative_quality = lut_quality["by_name"][trans]["rel_energy_prev"]
+ absolute_quality = lut_quality[trans]["energy"]
+ relative_quality = lut_quality[trans]["rel_energy_prev"]
if absolute_quality["mae"] < relative_quality["mae"]:
best = "absolute"
score_absolute += 1
diff --git a/bin/test_corrcoef.py b/bin/test_corrcoef.py
index 49944cd..2e21890 100755
--- a/bin/test_corrcoef.py
+++ b/bin/test_corrcoef.py
@@ -33,14 +33,14 @@ def format_quality_measures(result):
def model_quality_table(result_lists, info_list):
- for state_or_tran in result_lists[0]["by_name"].keys():
- for key in result_lists[0]["by_name"][state_or_tran].keys():
+ for state_or_tran in result_lists[0].keys():
+ for key in result_lists[0][state_or_tran].keys():
buf = "{:20s} {:15s}".format(state_or_tran, key)
for i, results in enumerate(result_lists):
info = info_list[i]
buf += " ||| "
if info == None or info(state_or_tran, key):
- result = results["by_name"][state_or_tran][key]
+ result = results[state_or_tran][key]
buf += format_quality_measures(result)
else:
buf += "{:6}----{:9}".format("", "")