Second Push`

SoccerTwos.onnx

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SoccerTwos/SoccerTwos-0.onnx

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SoccerTwos/SoccerTwos-0.pt

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SoccerTwos/SoccerTwos-17499970.pt

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SoccerTwos/checkpoint.pt

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SoccerTwos/events.out.tfevents.1699112510.PC0248.30116.0

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SoccerTwos/events.out.tfevents.1699148519.PC0248.34436.0

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SoccerTwos/events.out.tfevents.1699148718.PC0248.33396.0

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config.json

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-{"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 4500, "buffer_size": 20480, "learning_rate": 0.00035, "beta": 0.0065, "epsilon": 0.225, "lambd": 0.95, "num_epoch": 6, "learning_rate_schedule": "constant", "beta_schedule": "constant", "epsilon_schedule": "constant"}, "checkpoint_interval": 500000, "network_settings": {"normalize": false, "hidden_units": 2048, "num_layers": 6, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "reward_signals": {"extrinsic": {"gamma": 0.99, "strength": 1.0, "network_settings": {"normalize": false, "hidden_units": 128, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}}}, "init_path": null, "keep_checkpoints": 10, "even_checkpoints": false, "max_steps": 3000000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 50000, "team_change": 100000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.55, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/SoccerTwos.exe", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "timeout_wait": 60, "seed": -1, "max_lifetime_restarts": 10, "restarts_rate_limit_n": 1, "restarts_rate_limit_period_s": 60}, "engine_settings": {"width": 84, "height": 84, "quality_level": 5, "time_scale": 20, "target_frame_rate": -1, "capture_frame_rate": 60, "no_graphics": true}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwos", "initialize_from": null, "load_model": false, "resume": false, "force": true, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}
+{"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 4500, "buffer_size": 20480, "learning_rate": 0.00035, "beta": 0.0065, "epsilon": 0.225, "lambd": 0.95, "num_epoch": 6, "learning_rate_schedule": "constant", "beta_schedule": "constant", "epsilon_schedule": "constant"}, "checkpoint_interval": 500000, "network_settings": {"normalize": false, "hidden_units": 1024, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "reward_signals": {"extrinsic": {"gamma": 0.99, "strength": 1.0, "network_settings": {"normalize": false, "hidden_units": 128, "num_layers": 2, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}}}, "init_path": "./results/SoccerTwos/SoccerTwos/SoccerTwos-17499970.pt", "keep_checkpoints": 36, "even_checkpoints": false, "max_steps": 100000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 50000, "team_change": 100000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.55, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/SoccerTwos.exe", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "timeout_wait": 60, "seed": -1, "max_lifetime_restarts": 10, "restarts_rate_limit_n": 1, "restarts_rate_limit_period_s": 60}, "engine_settings": {"width": 84, "height": 84, "quality_level": 5, "time_scale": 20, "target_frame_rate": -1, "capture_frame_rate": 60, "no_graphics": true}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwos", "initialize_from": null, "load_model": false, "resume": true, "force": false, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}

configuration.yaml

@@ -16,8 +16,8 @@ behaviors:
     checkpoint_interval: 500000
     network_settings:
       normalize: false
-      hidden_units: 2048
-      num_layers: 6
+      hidden_units: 1024
+      num_layers: 2
       vis_encode_type: simple
       memory: null
       goal_conditioning_type: hyper
@@ -34,10 +34,10 @@ behaviors:
           memory: null
           goal_conditioning_type: hyper
           deterministic: false
-    init_path: null
-    keep_checkpoints: 10
+    init_path: ./results/SoccerTwos/SoccerTwos/SoccerTwos-17499970.pt
+    keep_checkpoints: 36
     even_checkpoints: false
-    max_steps: 3000000
+    max_steps: 100000
     time_horizon: 1000
     summary_freq: 10000
     threaded: false
@@ -73,8 +73,8 @@ checkpoint_settings:
   run_id: SoccerTwos
   initialize_from: null
   load_model: false
-  resume: false
-  force: true
+  resume: true
+  force: false
   train_model: false
   inference: false
   results_dir: results

run_logs/Player-0.log

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     Renderer: Null Device
     Vendor:   Unity Technologies
 Begin MonoManager ReloadAssembly
-- Completed reload, in  0.052 seconds
+- Completed reload, in  0.051 seconds
 ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
 Microsoft Media Foundation video decoding to texture disabled: graphics device is Null, only Direct3D 11 and Direct3D 12 (only on desktop) are supported for hardware-accelerated video decoding.
 ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
@@ -35,982 +35,328 @@ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/f
 WARNING: Shader Unsupported: 'Standard' - All subshaders removed
 WARNING: Shader Did you use #pragma only_renderers and omit this platform?
 WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
-UnloadTime: 0.486100 ms
+UnloadTime: 0.370900 ms
 Registered Communicator in Agent.
 ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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run_logs/training_status.json

@@ -63,16 +63,34 @@
                 "auxillary_file_paths": [
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                 ]
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         "elo": 1185.6846780925493,
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+                "results\\SoccerTwos\\SoccerTwos\\SoccerTwos-17499970.pt"
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