diff --git a/checkpoints/201112143850-5400.pth.local b/checkpoints/201112143850-5400.pth.local
new file mode 100644
index 0000000000000000000000000000000000000000..13ff4c91a142fa7712f07fc251650f1fe4bf83f0
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diff --git a/checkpoints/201112143850-5400.pth.target b/checkpoints/201112143850-5400.pth.target
new file mode 100644
index 0000000000000000000000000000000000000000..5c302cdd1fd9c0f480444b49d266313af07a0c23
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diff --git a/checkpoints/201113211844-6100.pth.local b/checkpoints/201113211844-6100.pth.local
new file mode 100644
index 0000000000000000000000000000000000000000..1d069b2b5ccdabe52732a6ebb34a2e4bdcd08247
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diff --git a/checkpoints/201113211844-6100.pth.target b/checkpoints/201113211844-6100.pth.target
new file mode 100644
index 0000000000000000000000000000000000000000..adc2a88d9992133f95162f4596cbdda98fd1da66
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diff --git a/run.py b/run.py
index 08b858082fe95dd798cd45c6d3079b03bdcd3ed8..b7c3b9b781681fafbfd648e13623713c346ea77d 100644
--- a/run.py
+++ b/run.py
@@ -27,8 +27,7 @@ VERBOSE = True
 
 # Checkpoint to use (remember to push it!)
 checkpoint = "./checkpoints/201112143850-5400.pth" # 21.220418678677177 DEPTH=2 AGENTS=10
-checkpoint = "./checkpoints/201113070245-5400.pth" # 19.690047767961005 DEPTH=2 AGENTS=20
-checkpoint = "./checkpoints/201113211844-6100.pth" # 19.690047767961005 DEPTH=2 AGENTS=20
+# checkpoint = "./checkpoints/201113211844-6100.pth" # 19.690047767961005 DEPTH=2 AGENTS=20
 
 
 # Use last action cache