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config.json

@@ -2,8 +2,8 @@
   "help": false,
   "algo": "APPO",
   "env": "doom_health_gathering_supreme",
-  "experiment": "vizdoom_doom_health_gathering_supreme_gru_2222_4_decorrelate_40M",
-  "train_dir": "/home/labicquette/wip/hugRL/train_dir",
+  "experiment": "default_experiment",
+  "train_dir": "/content/train_dir",
   "restart_behavior": "resume",
   "device": "gpu",
   "seed": null,
@@ -15,8 +15,8 @@
   "worker_num_splits": 2,
   "policy_workers_per_policy": 1,
   "max_policy_lag": 1000,
-  "num_workers": 12,
-  "num_envs_per_worker": 12,
+  "num_workers": 8,
+  "num_envs_per_worker": 4,
   "batch_size": 1024,
   "num_batches_per_epoch": 1,
   "num_epochs": 1,
@@ -50,7 +50,7 @@
   "obs_scale": 255.0,
   "normalize_input": true,
   "normalize_input_keys": null,
-  "decorrelate_experience_max_seconds": 1,
+  "decorrelate_experience_max_seconds": 0,
   "decorrelate_envs_on_one_worker": true,
   "actor_worker_gpus": [],
   "set_workers_cpu_affinity": true,
@@ -61,9 +61,9 @@
   "flush_summaries_interval": 30,
   "stats_avg": 100,
   "summaries_use_frameskip": true,
-  "heartbeat_interval": 10,
-  "heartbeat_reporting_interval": 300,
-  "train_for_env_steps": 10000000,
+  "heartbeat_interval": 20,
+  "heartbeat_reporting_interval": 600,
+  "train_for_env_steps": 4000000,
   "train_for_seconds": 10000000000,
   "save_every_sec": 120,
   "keep_checkpoints": 2,
@@ -128,23 +128,14 @@
   "wide_aspect_ratio": false,
   "eval_env_frameskip": 1,
   "fps": 35,
-  "command_line": "--env=doom_health_gathering_supreme --experiment=vizdoom_doom_health_gathering_supreme_gru_2222_4_decorrelate_40M --num_workers=12 --num_envs_per_worker=12 --train_for_env_steps=10000000 --batch_size=1024 --max_grad_norm=4.0 --nonlinearity=elu --rnn_type=gru --decorrelate_experience_max_seconds=1 --env_gpu_observations=true --heartbeat_interval=10 --heartbeat_reporting_interval=300",
+  "command_line": "--env=doom_health_gathering_supreme --num_workers=8 --num_envs_per_worker=4 --train_for_env_steps=4000000",
   "cli_args": {
     "env": "doom_health_gathering_supreme",
-    "experiment": "vizdoom_doom_health_gathering_supreme_gru_2222_4_decorrelate_40M",
-    "num_workers": 12,
-    "num_envs_per_worker": 12,
-    "batch_size": 1024,
-    "max_grad_norm": 4.0,
-    "decorrelate_experience_max_seconds": 1,
-    "heartbeat_interval": 10,
-    "heartbeat_reporting_interval": 300,
-    "train_for_env_steps": 10000000,
-    "rnn_type": "gru",
-    "nonlinearity": "elu",
-    "env_gpu_observations": true
+    "num_workers": 8,
+    "num_envs_per_worker": 4,
+    "train_for_env_steps": 4000000
   },
   "git_hash": "unknown",
   "git_repo_name": "not a git repository",
-  "train_script": ".home.labicquette..local.lib.python3.10.site-packages.ipykernel_launcher"
+  "train_script": ".usr.local.lib.python3.10.dist-packages.ipykernel_launcher"
 }