From 7b79ede84c09fa0c078b746022e2e711723f319c Mon Sep 17 00:00:00 2001
From: YWolfeee <1800017704@pku.edu.cn>
Date: Fri, 23 Apr 2021 08:29:40 +0000
Subject: [PATCH] close loss normalization, since it need further examination

---
 deepmd/loss/tensor.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/deepmd/loss/tensor.py b/deepmd/loss/tensor.py
index 91601d40e0..4bac9f70e1 100644
--- a/deepmd/loss/tensor.py
+++ b/deepmd/loss/tensor.py
@@ -79,7 +79,8 @@ def build (self,
         polar = model_dict[self.tensor_name]
         
         # YWolfeee: get the 2 norm of label, i.e. polar_hat
-        normalized_term = tf.sqrt(tf.reduce_sum(tf.square(polar_hat)))
+        #normalized_term = tf.sqrt(tf.reduce_sum(tf.square(polar_hat)))
+        normalized_term = global_cvt_2_tf_float(1.0)
 
         # YHT: added for global / local dipole combination
         l2_loss = global_cvt_2_tf_float(0.0)