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SoccerTwos.onnx

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SoccerTwos/SoccerTwos-10129468.onnx

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SoccerTwos/SoccerTwos-10129468.pt

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SoccerTwos/SoccerTwos-8499948.onnx

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SoccerTwos/SoccerTwos-8499948.pt

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SoccerTwos/SoccerTwos-8999994.onnx

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SoccerTwos/SoccerTwos-8999994.pt

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SoccerTwos/SoccerTwos-9499974.onnx

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SoccerTwos/SoccerTwos-9499974.pt

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SoccerTwos/SoccerTwos-9999927.onnx

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SoccerTwos/checkpoint.pt

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SoccerTwos/events.out.tfevents.1724520587.jarskis-MacBook-Pro.local.5614.0

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SoccerTwos/events.out.tfevents.1724520934.jarskis-MacBook-Pro.local.5855.0

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config.json

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-{"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.0003, "beta": 0.005, "epsilon": 0.2, "lambd": 0.95, "num_epoch": 3, "learning_rate_schedule": "constant", "beta_schedule": "constant", "epsilon_schedule": "constant"}, "checkpoint_interval": 500000, "network_settings": {"normalize": false, "hidden_units": 512, "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": null, "keep_checkpoints": 5, "even_checkpoints": false, "max_steps": 50000000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 50000, "team_change": 200000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.5, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/SoccerTwos/SoccerTwos.app", "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, "no_graphics_monitor": false}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwos", "initialize_from": null, "load_model": false, "resume": false, "force": false, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}
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configuration.yaml

@@ -44,7 +44,7 @@ behaviors:
     self_play:
       save_steps: 50000
       team_change: 200000
-      swap_steps: 2000
+      swap_steps: 20000
       window: 10
       play_against_latest_model_ratio: 0.5
       initial_elo: 1200.0
@@ -74,7 +74,7 @@ checkpoint_settings:
   run_id: SoccerTwos
   initialize_from: null
   load_model: false
-  resume: false
+  resume: true
   force: false
   train_model: false
   inference: false

run_logs/Player-0.log

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     Renderer: Null Device
     Vendor:   Unity Technologies
 Begin MonoManager ReloadAssembly
-- Completed reload, in  0.100 seconds
+- Completed reload, in  0.143 seconds
 ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
 ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
 ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
@@ -35,7 +35,7 @@ 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: 1.794795 ms
+UnloadTime: 0.983789 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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-GRPC Exception: Status(StatusCode=Unknown, Detail="Exception calling application: [Errno 32] Broken pipe"). Disconnecting from trainer.
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+Default audio device was changed, but the audio system failed to initialize it. Attempting to reset sound system.
+Default audio device was changed, but the audio system failed to initialize it. Attempting to reset sound system.
+Default audio device was changed, but the audio system failed to initialize it. Attempting to reset sound system.
+Default audio device was changed, but the audio system failed to initialize it. Attempting to reset sound system.
 Setting up 4 worker threads for Enlighten.
 Memory Statistics:
 [ALLOC_TEMP_TLS] TLS Allocator
   StackAllocators : 
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-      Peak usage frame count: [8.0 KB-16.0 KB]: 1426 frames, [2.0 MB-4.0 MB]: 1 frames
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       Initial Block Size 4.0 MB
       Current Block Size 4.0 MB
       Peak Allocated Bytes 2.1 MB
@@ -90,7 +1111,7 @@ Memory Statistics:
     [ALLOC_TEMP_Job.Worker 6]
       Initial Block Size 256.0 KB
       Current Block Size 256.0 KB
-      Peak Allocated Bytes 0.7 KB
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       Overflow Count 0
     [ALLOC_TEMP_Job.Worker 0]
       Initial Block Size 256.0 KB
@@ -185,7 +1206,7 @@ Memory Statistics:
     [ALLOC_TEMP_Job.Worker 1]
       Initial Block Size 256.0 KB
       Current Block Size 256.0 KB
-      Peak Allocated Bytes 0 B
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       Overflow Count 0
     [ALLOC_TEMP_Job.Worker 2]
       Initial Block Size 256.0 KB
@@ -218,22 +1239,22 @@ Memory Statistics:
       Peak Allocated Bytes 0 B
       Overflow Count 0
 [ALLOC_DEFAULT] Dual Thread Allocator
-  Peak main deferred allocation count 2
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       Large Block size 4.0 MB
       Used Block count 1
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     [ALLOC_DEFAULT_MAIN]
-      Peak usage frame count: [4.0 MB-8.0 MB]: 1427 frames
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       Requested Block Size 16.0 MB
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       Peak Large allocation bytes 0 B
     [ALLOC_DEFAULT_THREAD]
-      Peak usage frame count: [16.0 MB-32.0 MB]: 1427 frames
+      Peak usage frame count: [16.0 MB-32.0 MB]: 190861 frames
       Requested Block Size 16.0 MB
       Peak Block count 1
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 [ALLOC_TEMP_JOB_1_FRAME]
   Initial Block Size 2.0 MB
@@ -262,13 +1283,13 @@ Memory Statistics:
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     [ALLOC_GFX_MAIN]
-      Peak usage frame count: [32.0 KB-64.0 KB]: 1426 frames, [64.0 KB-128.0 KB]: 1 frames
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       Requested Block Size 16.0 MB
       Peak Block count 1
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       Requested Block Size 16.0 MB
       Peak Block count 1
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@@ -280,13 +1301,13 @@ Memory Statistics:
       Used Block count 1
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     [ALLOC_CACHEOBJECTS_MAIN]
-      Peak usage frame count: [0.5 MB-1.0 MB]: 1427 frames
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       Peak Large allocation bytes 0 B
     [ALLOC_CACHEOBJECTS_THREAD]
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       Requested Block Size 4.0 MB
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@@ -298,13 +1319,13 @@ Memory Statistics:
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     [ALLOC_TYPETREE_MAIN]
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-      Peak usage frame count: [1.0 KB-2.0 KB]: 1426 frames, [2.0 KB-4.0 KB]: 1 frames
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       Requested Block Size 2.0 MB
       Peak Block count 1
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@@ -339,19 +346,19 @@
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run_logs/training_status.json

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