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Silviu Marian Udrescu 2020-05-20 12:40:24 -04:00 • committed by GitHub
parent 23b1c94aad
commit 31e7f76672
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1 changed files with 53 additions and 51 deletions
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6
Code/S_run_bf_polyfit.py
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@ -180,6 +180,7 @@ def run_bf_polyfit(pathdir,pathdir_transformed,filename,BF_try_time,BF_ops_file_
############################################################################################################################# #############################################################################################################################
# run polyfit on the data # run polyfit on the data
print("Checking polyfit \n") print("Checking polyfit \n")
try:
polyfit_result = polyfit(polyfit_deg, pathdir_transformed+filename) polyfit_result = polyfit(polyfit_deg, pathdir_transformed+filename)
eqn = str(polyfit_result[0]) eqn = str(polyfit_result[0])
@ -225,16 +226,17 @@ def run_bf_polyfit(pathdir,pathdir_transformed,filename,BF_try_time,BF_ops_file_
except: except:
pass pass
#run zero snap on polyfit output #run zero snap on polyfit output
PA_poly = ParetoSet() PA_poly = ParetoSet()
PA_poly.add(Point(x=complexity, y=polyfit_err, data=str(eqn))) PA_poly.add(Point(x=complexity, y=polyfit_err, data=str(eqn)))
PA_poly = add_snap_expr_on_pareto_polyfit(pathdir, filename, str(eqn), PA_poly) PA_poly = add_snap_expr_on_pareto_polyfit(pathdir, filename, str(eqn), PA_poly)
for l in range(len(PA_poly.get_pareto_points())): for l in range(len(PA_poly.get_pareto_points())):
PA.add(Point(PA_poly.get_pareto_points()[l][0],PA_poly.get_pareto_points()[l][1],PA_poly.get_pareto_points()[l][2])) PA.add(Point(PA_poly.get_pareto_points()[l][0],PA_poly.get_pareto_points()[l][1],PA_poly.get_pareto_points()[l][2]))
except:
pass
print("Complexity RMSE Expression") print("Complexity RMSE Expression")
for pareto_i in range(len(PA.get_pareto_points())): for pareto_i in range(len(PA.get_pareto_points())):
print(PA.get_pareto_points()[pareto_i]) print(PA.get_pareto_points()[pareto_i])