From 1e17c78956892c702326b657cf34111afc0ea421 Mon Sep 17 00:00:00 2001 From: bohanjason Date: Thu, 5 Dec 2019 00:06:37 -0500 Subject: [PATCH] debug for new gpr --- server/website/website/settings/constants.py | 2 ++ server/website/website/tasks/async_tasks.py | 3 ++- 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/server/website/website/settings/constants.py b/server/website/website/settings/constants.py index 0157015..66544f1 100644 --- a/server/website/website/settings/constants.py +++ b/server/website/website/settings/constants.py @@ -27,6 +27,8 @@ FLIP_PROB_DECAY = 0.5 # ---GPR CONSTANTS--- USE_GPFLOW = True +GPR_DEBUG = True + DEFAULT_LENGTH_SCALE = 2.0 DEFAULT_MAGNITUDE = 1.0 diff --git a/server/website/website/tasks/async_tasks.py b/server/website/website/tasks/async_tasks.py index de3b915..e2ffdb2 100644 --- a/server/website/website/tasks/async_tasks.py +++ b/server/website/website/tasks/async_tasks.py @@ -41,7 +41,7 @@ from website.settings import (USE_GPFLOW, DEFAULT_LENGTH_SCALE, DEFAULT_MAGNITUD ACTOR_HIDDEN_SIZES, CRITIC_HIDDEN_SIZES, DNN_TRAIN_ITER, DNN_EXPLORE, DNN_EXPLORE_ITER, DNN_NOISE_SCALE_BEGIN, DNN_NOISE_SCALE_END, - DNN_DEBUG, DNN_DEBUG_INTERVAL) + DNN_DEBUG, DNN_DEBUG_INTERVAL, GPR_DEBUG) from website.settings import INIT_FLIP_PROB, FLIP_PROB_DECAY from website.types import VarType @@ -627,6 +627,7 @@ def configuration_recommendation(recommendation_input): opt_kwargs['learning_rate'] = DEFAULT_LEARNING_RATE opt_kwargs['maxiter'] = MAX_ITER opt_kwargs['bounds'] = [X_min, X_max] + opt_kwargs['debug'] = GPR_DEBUG ucb_beta = 'get_beta_td' opt_kwargs['ucb_beta'] = ucb.get_ucb_beta(ucb_beta, scale=DEFAULT_UCB_SCALE, t=i + 1., ndim=X_scaled.shape[1])