diff --git a/havannah10_alllaunch.sh b/havannah10_alllaunch.sh
new file mode 100644
index 00000000..861e231d
--- /dev/null
+++ b/havannah10_alllaunch.sh
@@ -0,0 +1,17 @@
+sbatch --partition=dev --time=72:00:00 --mem=150Go --job-name=pgserver  --gres=gpu:8 --cpus-per-task=80 --wrap="./launch_havannah10_server.sh"
+sleep 200
+export host=`squeue -u oteytaud | grep -i pgserver | sed 's/.*learnfair/learnfair/g' | sed 's/ //g'`
+echo "host=<${host}>"
+sbatch -w $host --partition=dev --time=72:00:00 --mem=150Go --job-name=pgser2  --gres=gpu:8 --cpus-per-task=80 --wrap="./launch_havannah10_server.sh
+"
+sbatch -w $host --partition=dev --time=72:00:00 --mem=150Go --job-name=pgser3  --gres=gpu:8 --cpus-per-task=80 --wrap="./launch_havannah10_server.sh
+"
+sbatch -w $host --partition=dev --time=72:00:00 --mem=150Go --job-name=pgser3  --gres=gpu:8 --cpus-per-task=80 --wrap="./launch_havannah10_server.sh
+"
+./launch_havannah10_clients.sh
+sleep 86400
+./launch_havannah10_clients.sh
+sleep 86400
+./launch_havannah10_clients.sh
+sleep 86400
+./launch_havannah10_clients.sh
diff --git a/launch_havannah10_clients.sh b/launch_havannah10_clients.sh
new file mode 100644
index 00000000..ee7b5d0f
--- /dev/null
+++ b/launch_havannah10_clients.sh
@@ -0,0 +1,17 @@
+
+# Detecting the server
+export host="`squeue -u oteytaud | grep -iv pd | grep -i pg | grep ser | sed 's/.*learnfair/learnfair/g' | sed 's/ //g'`"
+echo "host=<${host}>"
+for k in `seq 3`
+do
+sbatch --array=0-279%20 --comment=notenough --partition=learnfair --time=72:00:00 --mem=150Go --job-name=polytrain --gres=gpu:8 --cpus-per-task=80 --wrap="python -u -m
+ pypolygames train   --max_time=259200 --saving_period=4 --num_game 120 --per_thread_batchsize 192   --device cuda:0 cuda:0 cuda:1 cuda:2 cuda:3 cuda:4 cuda:5 cuda:6 c
+uda:7 --nnks 3 --epoch_len 256 --batchsize 396 --sync_period 256 --num_rollouts 600   --replay_capacity 20000 --replay_warmup 2000 --do_not_save_replay_buffer --ddp tr
+ue   --checkpoint_dir \"exps/yaclient_\$SLURM_JOB_ID\" --out_feature --game_name havannah10pie --model_name ResConvConvLogitPoolModel  --turn_features --bn --nnks 3 --
+nnsize 5 --history 2 --nb_layers_per_net 6 --nb_nets 31   --bn --server_connect_hostname tcp://$host:10023 --num_game 20  " &
+done
+sbatch --array=0-279%20 --comment=notenough --partition=uninterrupted --time=72:00:00 --mem=150Go --job-name=polytrain --gres=gpu:8 --cpus-per-task=80 --wrap="python -
+u -m pypolygames train   --max_time=259200 --saving_period=4 --num_game 120 --per_thread_batchsize 192   --device cuda:0 cuda:0 cuda:1 cuda:2 cuda:3 cuda:4 cuda:5 cuda
+:6 cuda:7 --nnks 3 --epoch_len 256 --batchsize 396 --sync_period 256 --num_rollouts 600   --replay_capacity 20000 --replay_warmup 2000 --do_not_save_replay_buffer --dd
+p true   --checkpoint_dir \"exps/yaclient_\$SLURM_JOB_ID\" --out_feature --game_name havannah10pie --model_name ResConvConvLogitPoolModel  --turn_features --bn --nnks
+3 --nnsize 5 --history 2 --nb_layers_per_net 6 --nb_nets 31   --bn --server_connect_hostname tcp://$host:10023 --num_game 20  " &
diff --git a/launch_havannah10_server.sh b/launch_havannah10_server.sh
new file mode 100644
index 00000000..f92858f9
--- /dev/null
+++ b/launch_havannah10_server.sh
@@ -0,0 +1,9 @@
+# The loop is just here in case of crash...
+for i in 4096 2048 1024 512 256 128 64
+do
+LD_PRELOAD=/private/home/vegardmella/libjemalloc.so.1 \
+python -u -m pypolygames train --max_time=259200 --saving_period=4 --num_game 40 --per_thread_batchsize 12 --device cuda:0 cuda:0 cuda:1 cuda:2 cuda:3 cuda:4 cuda:5 cu
+da:6 cuda:7 --epoch_len 256 --batchsize $i --sync_period 32 --num_rollouts 600 --replay_capacity 100000 --replay_warmup 9000 --do_not_save_replay_buffer --ddp true --c
+heckpoint_dir exps/bighavannah10 --out_feature --game_name havannah10pie --model_name ResConvConvLogitPoolModel --turn_features --bn --nnks 3 --history 2 --nnsize 5 --
+nb_nets 31 --nb_layers_per_net 6 --nnks 3 --server_listen_endpoint tcp://*:10023 --num_game 0 --lr 1e-5
+done