From 69aed4a74abc5d236a95cb2e6caf50c8db7cf350 Mon Sep 17 00:00:00 2001 From: alicjapolanska Date: Fri, 27 Sep 2024 16:00:18 +0100 Subject: [PATCH] Correct logging --- examples/gaussian_nondiagcov.py | 14 ++++++-------- 1 file changed, 6 insertions(+), 8 deletions(-) diff --git a/examples/gaussian_nondiagcov.py b/examples/gaussian_nondiagcov.py index 1f239de..208fa86 100644 --- a/examples/gaussian_nondiagcov.py +++ b/examples/gaussian_nondiagcov.py @@ -102,7 +102,7 @@ def run_example( epochs_num = 5 elif flow_type == "RQSpline": # epochs_num = 3 - epochs_num = 100 + epochs_num = 10 # Beginning of path where plots will be saved save_name_start = "examples/plots/" + flow_type @@ -210,19 +210,17 @@ def run_example( -ev.ln_evidence_inv, -err_ln_inv_evidence[1], -err_ln_inv_evidence[0] ) ) - hm.logs.info_log("Analytic ln evidence is ", ln_evidence_analytic) + hm.logs.info_log("Analytic ln evidence is {}".format(ln_evidence_analytic)) delta = -ln_evidence_analytic - ev.ln_evidence_inv hm.logs.info_log( - "Difference between analytic and harmonic is ", - delta, - "+/-", - err_ln_inv_evidence[0], - err_ln_inv_evidence[1], + "Difference between analytic and harmonic is {} +- {} {}".format( + delta, err_ln_inv_evidence[0], err_ln_inv_evidence[1] + ) ) hm.logs.debug_log("kurtosis = {}".format(ev.kurtosis), " Aim for ~3.") check = np.exp(0.5 * ev.ln_evidence_inv_var_var - ev.ln_evidence_inv_var) - hm.logs.debug_log("sqrt( var(var) ) / var = = {}".format(check)) + hm.logs.debug_log("sqrt( var(var) ) / var = {}".format(check)) hm.logs.debug_log( " Aim for sqrt( 2/(n_eff-1) ) = {}".format(np.sqrt(2.0 / (ev.n_eff - 1))) )