Update_agent
Browse files- SoccerTwos.onnx +2 -2
- SoccerTwos/SoccerTwos-17901730.onnx +3 -0
- SoccerTwos/SoccerTwos-17901730.pt +3 -0
- SoccerTwos/SoccerTwos-17902292.onnx +3 -0
- SoccerTwos/SoccerTwos-17902292.pt +3 -0
- SoccerTwos/checkpoint.pt +2 -2
- SoccerTwos/events.out.tfevents.1691501547.b7bdf8ec71f6.22629.0 +3 -0
- SoccerTwos/events.out.tfevents.1691501861.b7bdf8ec71f6.23972.0 +3 -0
- config.json +1 -1
- configuration.yaml +8 -8
- run_logs/Player-0.log +13 -371
- run_logs/timers.json +75 -288
- run_logs/training_status.json +23 -23
SoccerTwos.onnx
CHANGED
@@ -1,3 +1,3 @@
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SoccerTwos/SoccerTwos-17901730.onnx
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SoccerTwos/SoccerTwos-17901730.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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SoccerTwos/SoccerTwos-17902292.onnx
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version https://git-lfs.github.com/spec/v1
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size 886472
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SoccerTwos/SoccerTwos-17902292.pt
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version https://git-lfs.github.com/spec/v1
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SoccerTwos/checkpoint.pt
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 3439277
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SoccerTwos/events.out.tfevents.1691501547.b7bdf8ec71f6.22629.0
ADDED
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version https://git-lfs.github.com/spec/v1
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size 12973
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SoccerTwos/events.out.tfevents.1691501861.b7bdf8ec71f6.23972.0
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:d8989e95f9c327231cbd17e480faafa4a5d99ac5166240b069aae960e942f3a5
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+
size 1243
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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": 0.0002, "beta": 0.005, "epsilon": 0.2, "lambd": 0.
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+
{"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.0002, "beta": 0.005, "epsilon": 0.2, "lambd": 0.99, "num_epoch": 3, "learning_rate_schedule": "constant", "beta_schedule": "constant", "epsilon_schedule": "constant"}, "checkpoint_interval": 500000, "network_settings": {"normalize": false, "hidden_units": 256, "num_layers": 3, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "reward_signals": {"extrinsic": {"gamma": 0.975, "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": 20000000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 60000, "team_change": 225000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.25, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/SoccerTwos.x86_64", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "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": 20.0, "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": "cpu"}, "debug": false}
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configuration.yaml
CHANGED
@@ -8,7 +8,7 @@ behaviors:
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learning_rate: 0.0002
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beta: 0.005
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epsilon: 0.2
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-
lambd: 0.
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num_epoch: 3
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learning_rate_schedule: constant
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beta_schedule: constant
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@@ -16,15 +16,15 @@ behaviors:
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checkpoint_interval: 500000
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network_settings:
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normalize: false
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-
hidden_units:
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-
num_layers:
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vis_encode_type: simple
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memory: null
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goal_conditioning_type: hyper
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deterministic: false
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reward_signals:
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extrinsic:
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-
gamma: 0.
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strength: 1.0
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network_settings:
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normalize: false
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@@ -42,11 +42,11 @@ behaviors:
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summary_freq: 10000
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threaded: false
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self_play:
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-
save_steps:
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-
team_change:
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swap_steps: 2000
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window: 10
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-
play_against_latest_model_ratio: 0.
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initial_elo: 1200.0
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behavioral_cloning: null
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env_settings:
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@@ -63,7 +63,7 @@ engine_settings:
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width: 84
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height: 84
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quality_level: 5
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-
time_scale: 20
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target_frame_rate: -1
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capture_frame_rate: 60
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no_graphics: true
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learning_rate: 0.0002
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beta: 0.005
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epsilon: 0.2
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+
lambd: 0.99
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num_epoch: 3
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learning_rate_schedule: constant
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beta_schedule: constant
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checkpoint_interval: 500000
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network_settings:
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normalize: false
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+
hidden_units: 256
|
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num_layers: 3
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vis_encode_type: simple
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memory: null
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goal_conditioning_type: hyper
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deterministic: false
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reward_signals:
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extrinsic:
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+
gamma: 0.975
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strength: 1.0
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network_settings:
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normalize: false
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summary_freq: 10000
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threaded: false
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self_play:
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save_steps: 60000
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+
team_change: 225000
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swap_steps: 2000
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window: 10
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+
play_against_latest_model_ratio: 0.25
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initial_elo: 1200.0
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behavioral_cloning: null
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env_settings:
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width: 84
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height: 84
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quality_level: 5
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time_scale: 20.0
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target_frame_rate: -1
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capture_frame_rate: 60
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no_graphics: true
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run_logs/Player-0.log
CHANGED
@@ -2,9 +2,6 @@ Mono path[0] = '/content/ml-agents/training-envs-executables/SoccerTwos_Data/Man
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Mono config path = '/content/ml-agents/training-envs-executables/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_Data/UnitySubsystems
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Forcing GfxDevice: Null
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@@ -34,7 +31,7 @@ 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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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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|
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Memory Statistics:
|
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[ALLOC_TEMP_TLS] TLS Allocator
|
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StackAllocators :
|
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[ALLOC_TEMP_MAIN]
|
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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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Peak Allocated Bytes 2.1 MB
|
@@ -539,19 +181,19 @@ Memory Statistics:
|
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|
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|
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[ALLOC_DEFAULT] Dual Thread Allocator
|
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Peak usage frame count: [16.0 MB-32.0 MB]:
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Peak Allocated memory 17.6 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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Peak usage frame count: [128.0 KB-256.0 KB]:
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Requested Block Size 16.0 MB
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Peak Allocated memory 173.5 KB
|
@@ -601,16 +243,16 @@ Memory Statistics:
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|
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[ALLOC_CACHEOBJECTS_MAIN]
|
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Peak usage frame count: [0.5 MB-1.0 MB]:
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|
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Peak Block count 1
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|
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Peak Large allocation bytes 0 B
|
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[ALLOC_CACHEOBJECTS_THREAD]
|
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Peak usage frame count: [0.5 MB-1.0 MB]:
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Requested Block Size 4.0 MB
|
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Peak Block count 2
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Peak Allocated memory 4.
|
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|
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[ALLOC_TYPETREE] Dual Thread Allocator
|
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|
@@ -619,13 +261,13 @@ Memory Statistics:
|
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Used Block count 1
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|
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[ALLOC_TYPETREE_MAIN]
|
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|
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Peak Block count 1
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|
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|
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[ALLOC_TYPETREE_THREAD]
|
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Peak usage frame count: [1.0 KB-2.0 KB]:
|
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|
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|
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|
|
|
2 |
Mono config path = '/content/ml-agents/training-envs-executables/SoccerTwos_Data/MonoBleedingEdge/etc'
|
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|
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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_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 0.089 seconds
|
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ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
36 |
ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
37 |
ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
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|
56 |
WARNING: Shader Unsupported: 'Standard' - All subshaders removed
|
57 |
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
58 |
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
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+
UnloadTime: 0.886415 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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63 |
Setting up 1 worker threads for Enlighten.
|
64 |
Memory Statistics:
|
65 |
[ALLOC_TEMP_TLS] TLS Allocator
|
66 |
StackAllocators :
|
67 |
[ALLOC_TEMP_MAIN]
|
68 |
+
Peak usage frame count: [2.0 KB-4.0 KB]: 1 frames, [8.0 KB-16.0 KB]: 218 frames, [2.0 MB-4.0 MB]: 1 frames
|
69 |
Initial Block Size 4.0 MB
|
70 |
Current Block Size 4.0 MB
|
71 |
Peak Allocated Bytes 2.1 MB
|
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|
181 |
Peak Allocated Bytes 0 B
|
182 |
Overflow Count 0
|
183 |
[ALLOC_DEFAULT] Dual Thread Allocator
|
184 |
+
Peak main deferred allocation count 2
|
185 |
[ALLOC_BUCKET]
|
186 |
Large Block size 4.0 MB
|
187 |
Used Block count 1
|
188 |
Peak Allocated bytes 1.0 MB
|
189 |
[ALLOC_DEFAULT_MAIN]
|
190 |
+
Peak usage frame count: [4.0 MB-8.0 MB]: 220 frames
|
191 |
Requested Block Size 16.0 MB
|
192 |
Peak Block count 1
|
193 |
Peak Allocated memory 4.6 MB
|
194 |
Peak Large allocation bytes 0 B
|
195 |
[ALLOC_DEFAULT_THREAD]
|
196 |
+
Peak usage frame count: [16.0 MB-32.0 MB]: 220 frames
|
197 |
Requested Block Size 16.0 MB
|
198 |
Peak Block count 1
|
199 |
Peak Allocated memory 17.6 MB
|
|
|
225 |
Used Block count 1
|
226 |
Peak Allocated bytes 1.0 MB
|
227 |
[ALLOC_GFX_MAIN]
|
228 |
+
Peak usage frame count: [32.0 KB-64.0 KB]: 219 frames, [64.0 KB-128.0 KB]: 1 frames
|
229 |
Requested Block Size 16.0 MB
|
230 |
Peak Block count 1
|
231 |
Peak Allocated memory 65.6 KB
|
232 |
Peak Large allocation bytes 0 B
|
233 |
[ALLOC_GFX_THREAD]
|
234 |
+
Peak usage frame count: [128.0 KB-256.0 KB]: 220 frames
|
235 |
Requested Block Size 16.0 MB
|
236 |
Peak Block count 1
|
237 |
Peak Allocated memory 173.5 KB
|
|
|
243 |
Used Block count 1
|
244 |
Peak Allocated bytes 1.0 MB
|
245 |
[ALLOC_CACHEOBJECTS_MAIN]
|
246 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 220 frames
|
247 |
Requested Block Size 4.0 MB
|
248 |
Peak Block count 1
|
249 |
Peak Allocated memory 0.6 MB
|
250 |
Peak Large allocation bytes 0 B
|
251 |
[ALLOC_CACHEOBJECTS_THREAD]
|
252 |
+
Peak usage frame count: [0.5 MB-1.0 MB]: 219 frames, [4.0 MB-8.0 MB]: 1 frames
|
253 |
Requested Block Size 4.0 MB
|
254 |
Peak Block count 2
|
255 |
+
Peak Allocated memory 4.4 MB
|
256 |
Peak Large allocation bytes 0 B
|
257 |
[ALLOC_TYPETREE] Dual Thread Allocator
|
258 |
Peak main deferred allocation count 0
|
|
|
261 |
Used Block count 1
|
262 |
Peak Allocated bytes 1.0 MB
|
263 |
[ALLOC_TYPETREE_MAIN]
|
264 |
+
Peak usage frame count: [0-1.0 KB]: 220 frames
|
265 |
Requested Block Size 2.0 MB
|
266 |
Peak Block count 1
|
267 |
Peak Allocated memory 1.0 KB
|
268 |
Peak Large allocation bytes 0 B
|
269 |
[ALLOC_TYPETREE_THREAD]
|
270 |
+
Peak usage frame count: [1.0 KB-2.0 KB]: 219 frames, [2.0 KB-4.0 KB]: 1 frames
|
271 |
Requested Block Size 2.0 MB
|
272 |
Peak Block count 1
|
273 |
Peak Allocated memory 2.2 KB
|
run_logs/timers.json
CHANGED
@@ -1,202 +1,8 @@
|
|
1 |
{
|
2 |
"name": "root",
|
3 |
-
"gauges": {
|
4 |
-
"SoccerTwos.Policy.Entropy.mean": {
|
5 |
-
"value": 3.2204062938690186,
|
6 |
-
"min": 3.1907460689544678,
|
7 |
-
"max": 3.295048713684082,
|
8 |
-
"count": 87
|
9 |
-
},
|
10 |
-
"SoccerTwos.Policy.Entropy.sum": {
|
11 |
-
"value": 49980.70703125,
|
12 |
-
"min": 26664.060546875,
|
13 |
-
"max": 120206.6875,
|
14 |
-
"count": 87
|
15 |
-
},
|
16 |
-
"SoccerTwos.Environment.EpisodeLength.mean": {
|
17 |
-
"value": 999.0,
|
18 |
-
"min": 387.45454545454544,
|
19 |
-
"max": 999.0,
|
20 |
-
"count": 87
|
21 |
-
},
|
22 |
-
"SoccerTwos.Environment.EpisodeLength.sum": {
|
23 |
-
"value": 19980.0,
|
24 |
-
"min": 16536.0,
|
25 |
-
"max": 23436.0,
|
26 |
-
"count": 87
|
27 |
-
},
|
28 |
-
"SoccerTwos.Self-play.ELO.mean": {
|
29 |
-
"value": 1535.4883776808556,
|
30 |
-
"min": 1533.3684891726687,
|
31 |
-
"max": 1541.0050151124935,
|
32 |
-
"count": 79
|
33 |
-
},
|
34 |
-
"SoccerTwos.Self-play.ELO.sum": {
|
35 |
-
"value": 9212.930266085134,
|
36 |
-
"min": 3068.006936359279,
|
37 |
-
"max": 24575.197749605497,
|
38 |
-
"count": 79
|
39 |
-
},
|
40 |
-
"SoccerTwos.Step.mean": {
|
41 |
-
"value": 17869376.0,
|
42 |
-
"min": 17009021.0,
|
43 |
-
"max": 17869376.0,
|
44 |
-
"count": 87
|
45 |
-
},
|
46 |
-
"SoccerTwos.Step.sum": {
|
47 |
-
"value": 17869376.0,
|
48 |
-
"min": 17009021.0,
|
49 |
-
"max": 17869376.0,
|
50 |
-
"count": 87
|
51 |
-
},
|
52 |
-
"SoccerTwos.Policy.ExtrinsicBaselineEstimate.mean": {
|
53 |
-
"value": -0.0024223248474299908,
|
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