lr 0.01 l2 1e-5 c_puct 1.5

bupticybee · Jan 2, 2019 · 1be5cfb · 1be5cfb
1 parent 03b5be8
commit 1be5cfb
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Showing 5 changed files with 7 additions and 5 deletions.
diff --git a/config/conf.py b/config/conf.py
@@ -19,6 +19,7 @@
 train_epoch = 1
 batch_size = 256
 noup_flag = 'noup'
+c_puct = 1.5
 
 non_cap_draw_round = 120
 sl_epoch = 30

diff --git a/net/resnet.py b/net/resnet.py
@@ -180,7 +180,7 @@ def get_model(MODEL_NAME,labels,GPU_CORE = [0],BATCH_SIZE = 512,NUM_RES_LAYERS =
                             labels=score[ind * (BATCH_SIZE // len(GPU_CORE)):(ind + 1) * (BATCH_SIZE // len(GPU_CORE))],
                             predictions=value_head) 
                         value_loss = tf.reduce_mean(value_loss)
-                        regularizer = tf.contrib.layers.l2_regularizer(scale=1e-4)
+                        regularizer = tf.contrib.layers.l2_regularizer(scale=1e-5)
                         regular_variables = tf.trainable_variables()
                         l2_loss = tf.contrib.layers.apply_regularization(regularizer, regular_variables)
                         multitarget_loss = value_loss + policy_loss + l2_loss

diff --git a/scripts/daily_update.sh b/scripts/daily_update.sh
@@ -12,13 +12,13 @@ sh kill_all.sh
 #sleep 10s
 #sh multithread_start.sh -p /usr/local/bin/python3  -g 1 -t 20 -n no
 sleep 10s
-/usr/local/bin/python3 model_update.py -g 0 > update_log.txt
+/usr/local/bin/python3 model_update.py -g 1 > update_log.txt
 sleep 10s
 sh kill_all.sh
 sleep 10s
 /usr/local/bin/python3 upweight.py > uplog.tt
 sleep 10s
-sh validate.sh -p /usr/local/bin/python3 -g 0 -t 20 > validate_log.txt #&
+sh validate.sh -p /usr/local/bin/python3 -g 1 -t 20 > validate_log.txt #&
 #sh validate.sh -p /usr/local/bin/python3 -g 1 -t 20 > validate_log.txt 
 sleep 10s
 #/usr/local/bin/python3 check_ifup.py > uplog.tt
@@ -27,4 +27,4 @@ sh kill_all.sh
 #sleep 10s
 #sh multithread_start.sh -p /usr/local/bin/python3  -g 1 -t 20 -n no
 sleep 10s
-sh multithread_start.sh -p /usr/local/bin/python3  -g 0 -t 5
+sh multithread_start.sh -p /usr/local/bin/python3  -g 1 -t 5
diff --git a/scripts/icyChess_selfplay.py b/scripts/icyChess_selfplay.py
@@ -18,6 +18,7 @@
     distributed_server='{}:{}'.format(conf.server,conf.port),
     n_playout=conf.train_playout,
     recoard_dir=conf.distributed_datadir,
+    c_puct=conf.c_puct,
     distributed_dir=conf.download_weight_dir,
     dnoise=True,
     is_selfplay=True,

diff --git a/scripts/validate.py b/scripts/validate.py
@@ -50,7 +50,7 @@
 
 number_played = len(os.listdir(recoard_dir))
 while number_played < conf.validate_gameplay:
-    vg = ValidationGames(network_w=netold,network_b=netnew,white_name='oldnet',black_name='newnet',play_times=1,recoard_dir=recoard_dir,n_playout=conf.val_playout,temp_round=conf.val_temp_round)
+    vg = ValidationGames(network_w=netold,network_b=netnew,white_name='oldnet',black_name='newnet',play_times=1,recoard_dir=recoard_dir,n_playout=conf.val_playout,temp_round=conf.val_temp_round,c_puct=conf.c_puct)
     vg.play()
     number_played = len(os.listdir(recoard_dir))
     print("played {} th game".format(number_played))