Add a normalized value_cost

tensorflow · Apr 1, 2019 · c93f1a7 · c93f1a7
1 parent 306d1cf
commit c93f1a7
Showing 1 changed file with 3 additions and 0 deletions.
diff --git a/dual_net.py b/dual_net.py
@@ -298,10 +298,13 @@ def eval_metrics_host_call_fn(policy_output, value_output, pi_tensor, policy_cos
             policy_output,
             tf.one_hot(policy_target_top_1, tf.shape(policy_output)[1]))
 
+        value_cost_normalized = value_cost / params['value_cost_weight']
+
         with tf.variable_scope("metrics"):
             metric_ops = {
                 'policy_cost': tf.metrics.mean(policy_cost),
                 'value_cost': tf.metrics.mean(value_cost),
+                'value_cost_normalized': tf.metrics.mean(value_cost_normalized),
                 'l2_cost': tf.metrics.mean(l2_cost),
                 'policy_entropy': tf.metrics.mean(policy_entropy),
                 'combined_cost': tf.metrics.mean(combined_cost),