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config.json

@@ -4,7 +4,7 @@
   "env": "doom_health_gathering_supreme",
   "experiment": "default_experiment",
   "train_dir": "/content/train_dir",
-  "restart_behavior": "resume",
+  "restart_behavior": "overwrite",
   "device": "gpu",
   "seed": null,
   "num_policies": 1,
@@ -17,7 +17,7 @@
   "max_policy_lag": 1000,
   "num_workers": 8,
   "num_envs_per_worker": 4,
-  "batch_size": 1024,
+  "batch_size": 256,
   "num_batches_per_epoch": 1,
   "num_epochs": 1,
   "rollout": 32,
@@ -63,7 +63,7 @@
   "summaries_use_frameskip": true,
   "heartbeat_interval": 20,
   "heartbeat_reporting_interval": 600,
-  "train_for_env_steps": 12000000,
+  "train_for_env_steps": 4000000,
   "train_for_seconds": 10000000000,
   "save_every_sec": 120,
   "keep_checkpoints": 2,
@@ -77,16 +77,16 @@
     512,
     512
   ],
-  "encoder_conv_architecture": "convnet_simple",
+  "encoder_conv_architecture": "resnet_impala",
   "encoder_conv_mlp_layers": [
     512
   ],
   "use_rnn": true,
   "rnn_size": 512,
-  "rnn_type": "gru",
+  "rnn_type": "lstm",
   "rnn_num_layers": 1,
   "decoder_mlp_layers": [],
-  "nonlinearity": "elu",
+  "nonlinearity": "relu",
   "policy_initialization": "orthogonal",
   "policy_init_gain": 1.0,
   "actor_critic_share_weights": true,
@@ -128,12 +128,18 @@
   "wide_aspect_ratio": false,
   "eval_env_frameskip": 1,
   "fps": 35,
-  "command_line": "--env=doom_health_gathering_supreme --num_workers=8 --num_envs_per_worker=4 --train_for_env_steps=4000000",
+  "command_line": "--env=doom_health_gathering_supreme --num_workers=8 --num_envs_per_worker=4 --train_for_env_steps=4000000 --device=gpu --restart_behavior=overwrite --batch_size=256 --rnn_type=lstm --nonlinearity=relu --encoder_conv_architecture=resnet_impala",
   "cli_args": {
     "env": "doom_health_gathering_supreme",
+    "restart_behavior": "overwrite",
+    "device": "gpu",
     "num_workers": 8,
     "num_envs_per_worker": 4,
-    "train_for_env_steps": 4000000
+    "batch_size": 256,
+    "train_for_env_steps": 4000000,
+    "encoder_conv_architecture": "resnet_impala",
+    "rnn_type": "lstm",
+    "nonlinearity": "relu"
   },
   "git_hash": "unknown",
   "git_repo_name": "not a git repository",