First Push
Browse files- SoccerTwos.onnx +2 -2
- SoccerTwos/SoccerTwos-1248550.onnx +3 -0
- SoccerTwos/SoccerTwos-1248550.pt +3 -0
- SoccerTwos/SoccerTwos-499398.onnx +3 -0
- SoccerTwos/SoccerTwos-499398.pt +3 -0
- SoccerTwos/SoccerTwos-999992.onnx +3 -0
- SoccerTwos/SoccerTwos-999992.pt +3 -0
- SoccerTwos/checkpoint.pt +2 -2
- SoccerTwos/events.out.tfevents.1717444595.54e6afaba2c5.3477.0 +3 -0
- config.json +1 -1
- configuration.yaml +1 -1
- run_logs/Player-0.log +305 -14
- run_logs/timers.json +243 -138
- run_logs/training_status.json +27 -18
SoccerTwos.onnx
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SoccerTwos/SoccerTwos-1248550.onnx
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SoccerTwos/SoccerTwos-1248550.pt
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SoccerTwos/SoccerTwos-499398.onnx
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SoccerTwos/SoccerTwos-499398.pt
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SoccerTwos/SoccerTwos-999992.onnx
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SoccerTwos/SoccerTwos-999992.pt
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SoccerTwos/checkpoint.pt
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SoccerTwos/events.out.tfevents.1717444595.54e6afaba2c5.3477.0
ADDED
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config.json
CHANGED
@@ -1 +1 @@
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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.x86_64", "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":
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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.x86_64", "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
CHANGED
@@ -74,7 +74,7 @@ checkpoint_settings:
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run_id: SoccerTwos
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initialize_from: null
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load_model: false
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-
resume:
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force: false
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train_model: false
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inference: false
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run_id: SoccerTwos
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initialize_from: null
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load_model: false
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resume: false
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force: false
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train_model: false
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inference: false
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run_logs/Player-0.log
CHANGED
@@ -2,6 +2,9 @@ Mono path[0] = '/content/ml-agents/training-envs-executables/SoccerTwos/SoccerTw
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Mono config path = '/content/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
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Preloaded 'lib_burst_generated.so'
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Preloaded 'libgrpc_csharp_ext.x64.so'
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Initialize engine version: 2021.3.14f1 (eee1884e7226)
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[Subsystems] Discovering subsystems at path /content/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
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Forcing GfxDevice: Null
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@@ -31,7 +34,7 @@ ALSA lib pcm.c:2664:(snd_pcm_open_noupdate) Unknown PCM default
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FMOD failed to initialize the output device.: "Error initializing output device. " (60)
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FMOD initialized on nosound output
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Begin MonoManager ReloadAssembly
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-
- Completed reload, in 0.
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ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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@@ -56,7 +59,7 @@ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/f
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WARNING: Shader Unsupported: 'Standard' - All subshaders removed
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WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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-
UnloadTime: 0.
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Registered Communicator in Agent.
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ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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requesting resize 84 x 84
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Setting up 1 worker threads for Enlighten.
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Memory Statistics:
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[ALLOC_TEMP_TLS] TLS Allocator
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Peak usage frame count: [8.0 KB-16.0 KB]:
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Initial Block Size 4.0 MB
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Current Block Size 4.0 MB
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Peak Allocated Bytes 2.1 MB
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Peak Allocated Bytes 0 B
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Overflow Count 0
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[ALLOC_DEFAULT] Dual Thread Allocator
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Peak main deferred allocation count
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[ALLOC_BUCKET]
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Large Block size 4.0 MB
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Used Block count 1
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Peak Allocated bytes 1.0 MB
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[ALLOC_DEFAULT_MAIN]
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Requested Block Size 16.0 MB
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Peak Block count 1
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Peak Large allocation bytes 0 B
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[ALLOC_DEFAULT_THREAD]
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Peak usage frame count: [16.0 MB-32.0 MB]:
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Requested Block Size 16.0 MB
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Peak Block count 1
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Peak Allocated memory 17.
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Peak Large allocation bytes 16.0 MB
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[ALLOC_TEMP_JOB_1_FRAME]
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Initial Block Size 2.0 MB
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Used Block count 1
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Peak Allocated bytes 1.0 MB
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[ALLOC_GFX_MAIN]
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Peak usage frame count: [32.0 KB-64.0 KB]:
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Requested Block Size 16.0 MB
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Peak Block count 1
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Peak Allocated memory 65.6 KB
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Peak Large allocation bytes 0 B
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[ALLOC_GFX_THREAD]
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Requested Block Size 16.0 MB
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Peak Block count 1
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Peak Allocated memory 173.5 KB
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Used Block count 1
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Peak Allocated bytes 1.0 MB
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[ALLOC_CACHEOBJECTS_MAIN]
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[ALLOC_CACHEOBJECTS_THREAD]
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[ALLOC_TYPETREE_MAIN]
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Peak Allocated memory 2.2 KB
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Mono config path = '/content/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/MonoBleedingEdge/etc'
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Preloaded 'lib_burst_generated.so'
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Preloaded 'libgrpc_csharp_ext.x64.so'
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PlayerPrefs - Creating folder: /root/.config/unity3d/Unity Technologies
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PlayerPrefs - Creating folder: /root/.config/unity3d/Unity Technologies/SoccerTwos
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Unable to load player prefs
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Initialize engine version: 2021.3.14f1 (eee1884e7226)
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[Subsystems] Discovering subsystems at path /content/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
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Forcing GfxDevice: Null
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FMOD failed to initialize the output device.: "Error initializing output device. " (60)
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FMOD initialized on nosound output
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Begin MonoManager ReloadAssembly
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- Completed reload, in 0.085 seconds
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ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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WARNING: Shader Unsupported: 'Standard' - All subshaders removed
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WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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+
UnloadTime: 0.693918 ms
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Registered Communicator in Agent.
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ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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requesting resize 84 x 84
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|
360 |
Setting up 1 worker threads for Enlighten.
|
361 |
Memory Statistics:
|
362 |
[ALLOC_TEMP_TLS] TLS Allocator
|
363 |
StackAllocators :
|
364 |
[ALLOC_TEMP_MAIN]
|
365 |
+
Peak usage frame count: [8.0 KB-16.0 KB]: 23995 frames, [2.0 MB-4.0 MB]: 1 frames
|
366 |
Initial Block Size 4.0 MB
|
367 |
Current Block Size 4.0 MB
|
368 |
Peak Allocated Bytes 2.1 MB
|
|
|
478 |
Peak Allocated Bytes 0 B
|
479 |
Overflow Count 0
|
480 |
[ALLOC_DEFAULT] Dual Thread Allocator
|
481 |
+
Peak main deferred allocation count 3
|
482 |
[ALLOC_BUCKET]
|
483 |
Large Block size 4.0 MB
|
484 |
Used Block count 1
|
485 |
Peak Allocated bytes 1.0 MB
|
486 |
[ALLOC_DEFAULT_MAIN]
|
487 |
+
Peak usage frame count: [4.0 MB-8.0 MB]: 23996 frames
|
488 |
Requested Block Size 16.0 MB
|
489 |
Peak Block count 1
|
490 |
+
Peak Allocated memory 4.6 MB
|
491 |
Peak Large allocation bytes 0 B
|
492 |
[ALLOC_DEFAULT_THREAD]
|
493 |
+
Peak usage frame count: [16.0 MB-32.0 MB]: 23996 frames
|
494 |
Requested Block Size 16.0 MB
|
495 |
Peak Block count 1
|
496 |
+
Peak Allocated memory 17.6 MB
|
497 |
Peak Large allocation bytes 16.0 MB
|
498 |
[ALLOC_TEMP_JOB_1_FRAME]
|
499 |
Initial Block Size 2.0 MB
|
|
|
522 |
Used Block count 1
|
523 |
Peak Allocated bytes 1.0 MB
|
524 |
[ALLOC_GFX_MAIN]
|
525 |
+
Peak usage frame count: [32.0 KB-64.0 KB]: 23995 frames, [64.0 KB-128.0 KB]: 1 frames
|
526 |
Requested Block Size 16.0 MB
|
527 |
Peak Block count 1
|
528 |
Peak Allocated memory 65.6 KB
|
529 |
Peak Large allocation bytes 0 B
|
530 |
[ALLOC_GFX_THREAD]
|
531 |
+
Peak usage frame count: [128.0 KB-256.0 KB]: 23996 frames
|
532 |
Requested Block Size 16.0 MB
|
533 |
Peak Block count 1
|
534 |
Peak Allocated memory 173.5 KB
|
|
|
540 |
Used Block count 1
|
541 |
Peak Allocated bytes 1.0 MB
|
542 |
[ALLOC_CACHEOBJECTS_MAIN]
|
543 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 23996 frames
|
544 |
Requested Block Size 4.0 MB
|
545 |
Peak Block count 1
|
546 |
Peak Allocated memory 0.6 MB
|
547 |
Peak Large allocation bytes 0 B
|
548 |
[ALLOC_CACHEOBJECTS_THREAD]
|
549 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 23995 frames, [4.0 MB-8.0 MB]: 1 frames
|
550 |
Requested Block Size 4.0 MB
|
551 |
Peak Block count 2
|
552 |
Peak Allocated memory 4.5 MB
|
|
|
558 |
Used Block count 1
|
559 |
Peak Allocated bytes 1.0 MB
|
560 |
[ALLOC_TYPETREE_MAIN]
|
561 |
+
Peak usage frame count: [0-1.0 KB]: 23996 frames
|
562 |
Requested Block Size 2.0 MB
|
563 |
Peak Block count 1
|
564 |
Peak Allocated memory 1.0 KB
|
565 |
Peak Large allocation bytes 0 B
|
566 |
[ALLOC_TYPETREE_THREAD]
|
567 |
+
Peak usage frame count: [1.0 KB-2.0 KB]: 23995 frames, [2.0 KB-4.0 KB]: 1 frames
|
568 |
Requested Block Size 2.0 MB
|
569 |
Peak Block count 1
|
570 |
Peak Allocated memory 2.2 KB
|
run_logs/timers.json
CHANGED
@@ -2,189 +2,261 @@
|
|
2 |
"name": "root",
|
3 |
"gauges": {
|
4 |
"SoccerTwos.Policy.Entropy.mean": {
|
5 |
-
"value":
|
6 |
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"min":
|
7 |
-
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|
8 |
-
"count":
|
9 |
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|
10 |
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|
11 |
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"value":
|
12 |
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"min":
|
13 |
-
"max":
|
14 |
-
"count":
|
15 |
},
|
16 |
"SoccerTwos.Environment.EpisodeLength.mean": {
|
17 |
-
"value":
|
18 |
-
"min":
|
19 |
-
"max":
|
20 |
-
"count":
|
21 |
},
|
22 |
"SoccerTwos.Environment.EpisodeLength.sum": {
|
23 |
-
"value":
|
24 |
-
"min":
|
25 |
-
"max":
|
26 |
-
"count":
|
27 |
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|
28 |
"SoccerTwos.Self-play.ELO.mean": {
|
29 |
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"value":
|
30 |
-
"min":
|
31 |
-
"max":
|
32 |
-
"count":
|
33 |
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|
34 |
"SoccerTwos.Self-play.ELO.sum": {
|
35 |
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"value":
|
36 |
-
"min":
|
37 |
-
"max":
|
38 |
-
"count":
|
39 |
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|
40 |
"SoccerTwos.Step.mean": {
|
41 |
-
"value":
|
42 |
-
"min":
|
43 |
-
"max":
|
44 |
-
"count":
|
45 |
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|
46 |
"SoccerTwos.Step.sum": {
|
47 |
-
"value":
|
48 |
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"min":
|
49 |
-
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|
50 |
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|
51 |
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|
52 |
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|
53 |
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"value":
|
54 |
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|
55 |
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56 |
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|
57 |
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|
58 |
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|
59 |
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"value":
|
60 |
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|
61 |
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|
62 |
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|
63 |
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|
64 |
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|
65 |
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"value":
|
66 |
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|
67 |
-
"max":
|
68 |
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"count":
|
69 |
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|
70 |
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|
71 |
-
"value":
|
72 |
-
"min": -
|
73 |
-
"max":
|
74 |
-
"count":
|
75 |
},
|
76 |
"SoccerTwos.Environment.CumulativeReward.mean": {
|
77 |
"value": 0.0,
|
78 |
"min": 0.0,
|
79 |
"max": 0.0,
|
80 |
-
"count":
|
81 |
},
|
82 |
"SoccerTwos.Environment.CumulativeReward.sum": {
|
83 |
"value": 0.0,
|
84 |
"min": 0.0,
|
85 |
"max": 0.0,
|
86 |
-
"count":
|
87 |
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|
88 |
"SoccerTwos.Policy.ExtrinsicReward.mean": {
|
89 |
-
"value":
|
90 |
-
"min": -0.
|
91 |
-
"max":
|
92 |
-
"count":
|
93 |
},
|
94 |
"SoccerTwos.Policy.ExtrinsicReward.sum": {
|
95 |
-
"value":
|
96 |
-
"min": -
|
97 |
-
"max":
|
98 |
-
"count":
|
99 |
},
|
100 |
"SoccerTwos.Environment.GroupCumulativeReward.mean": {
|
101 |
-
"value":
|
102 |
-
"min": -0.
|
103 |
-
"max":
|
104 |
-
"count":
|
105 |
},
|
106 |
"SoccerTwos.Environment.GroupCumulativeReward.sum": {
|
107 |
-
"value":
|
108 |
-
"min": -
|
109 |
-
"max":
|
110 |
-
"count":
|
111 |
},
|
112 |
"SoccerTwos.IsTraining.mean": {
|
113 |
"value": 1.0,
|
114 |
"min": 1.0,
|
115 |
"max": 1.0,
|
116 |
-
"count":
|
117 |
},
|
118 |
"SoccerTwos.IsTraining.sum": {
|
119 |
"value": 1.0,
|
120 |
"min": 1.0,
|
121 |
"max": 1.0,
|
122 |
-
"count":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
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|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
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|
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|
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|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
123 |
}
|
124 |
},
|
125 |
"metadata": {
|
126 |
"timer_format_version": "0.1.0",
|
127 |
-
"start_time_seconds": "
|
128 |
"python_version": "3.10.12 (main, Nov 20 2023, 15:14:05) [GCC 11.4.0]",
|
129 |
-
"command_line_arguments": "/usr/local/bin/mlagents-learn ./config/poca/SoccerTwos.yaml --env=./training-envs-executables/SoccerTwos/SoccerTwos.x86_64 --run-id=SoccerTwos --no-graphics
|
130 |
"mlagents_version": "1.1.0.dev0",
|
131 |
"mlagents_envs_version": "1.1.0.dev0",
|
132 |
"communication_protocol_version": "1.5.0",
|
133 |
"pytorch_version": "2.3.0+cu121",
|
134 |
"numpy_version": "1.23.5",
|
135 |
-
"end_time_seconds": "
|
136 |
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|
137 |
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"total":
|
138 |
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|
139 |
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"self": 0.
|
140 |
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