Commit
·
6c3c7fd
1
Parent(s):
06a5289
first training
Browse files- Pyramids.onnx +1 -1
- Pyramids/Pyramids-1000088.onnx +3 -0
- Pyramids/Pyramids-1000088.pt +3 -0
- Pyramids/Pyramids-1499984.onnx +3 -0
- Pyramids/Pyramids-1499984.pt +3 -0
- Pyramids/Pyramids-1999925.onnx +3 -0
- Pyramids/Pyramids-1999925.pt +3 -0
- Pyramids/Pyramids-2000053.onnx +3 -0
- Pyramids/Pyramids-2000053.pt +3 -0
- Pyramids/Pyramids-499906.onnx +3 -0
- Pyramids/Pyramids-499906.pt +3 -0
- Pyramids/Pyramids-499925.onnx +3 -0
- Pyramids/Pyramids-499925.pt +3 -0
- Pyramids/Pyramids-999960.onnx +3 -0
- Pyramids/Pyramids-999960.pt +3 -0
- Pyramids/Pyramids-999965.onnx +3 -0
- Pyramids/Pyramids-999965.pt +3 -0
- Pyramids/checkpoint.pt +1 -1
- Pyramids/events.out.tfevents.1703794146.d35928ebd312.31010.0 +3 -0
- config.json +1 -1
- configuration.yaml +3 -3
- run_logs/Player-0.log +21 -24
- run_logs/timers.json +186 -186
- run_logs/training_status.json +37 -19
Pyramids.onnx
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Pyramids/Pyramids-1000088.onnx
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Pyramids/Pyramids-1499984.onnx
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Pyramids/Pyramids-499906.onnx
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Pyramids/Pyramids-499925.onnx
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Pyramids/Pyramids-999960.onnx
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Pyramids/Pyramids-999965.onnx
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Pyramids/checkpoint.pt
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Pyramids/events.out.tfevents.1703794146.d35928ebd312.31010.0
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config.json
CHANGED
@@ -1 +1 @@
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-
{"default_settings": null, "behaviors": {"Pyramids": {"trainer_type": "ppo", "hyperparameters": {"batch_size": 128, "buffer_size": 2048, "learning_rate": 0.0003, "beta": 0.01, "epsilon": 0.
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+
{"default_settings": null, "behaviors": {"Pyramids": {"trainer_type": "ppo", "hyperparameters": {"batch_size": 128, "buffer_size": 2048, "learning_rate": 0.0003, "beta": 0.01, "epsilon": 0.15, "lambd": 0.95, "num_epoch": 3, "shared_critic": false, "learning_rate_schedule": "linear", "beta_schedule": "linear", "epsilon_schedule": "linear"}, "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}}, "rnd": {"gamma": 0.99, "strength": 0.01, "network_settings": {"normalize": false, "hidden_units": 64, "num_layers": 3, "vis_encode_type": "simple", "memory": null, "goal_conditioning_type": "hyper", "deterministic": false}, "learning_rate": 0.0001, "encoding_size": null}}, "init_path": null, "keep_checkpoints": 5, "even_checkpoints": false, "max_steps": 2000000, "time_horizon": 128, "summary_freq": 30000, "threaded": false, "self_play": null, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/linux/Pyramids/Pyramids", "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": "Pyramids Training", "initialize_from": null, "load_model": false, "resume": false, "force": true, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}
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configuration.yaml
CHANGED
@@ -7,7 +7,7 @@ behaviors:
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buffer_size: 2048
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learning_rate: 0.0003
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beta: 0.01
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-
epsilon: 0.
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lambd: 0.95
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num_epoch: 3
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shared_critic: false
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@@ -51,7 +51,7 @@ behaviors:
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init_path: null
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keep_checkpoints: 5
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even_checkpoints: false
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-
max_steps:
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time_horizon: 128
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summary_freq: 30000
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threaded: false
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@@ -83,7 +83,7 @@ checkpoint_settings:
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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:
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train_model: false
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inference: false
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results_dir: results
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buffer_size: 2048
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learning_rate: 0.0003
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beta: 0.01
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+
epsilon: 0.15
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lambd: 0.95
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num_epoch: 3
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shared_critic: false
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init_path: null
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keep_checkpoints: 5
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even_checkpoints: false
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+
max_steps: 2000000
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time_horizon: 128
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summary_freq: 30000
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threaded: false
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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: true
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train_model: false
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inference: false
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results_dir: results
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run_logs/Player-0.log
CHANGED
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Mono path[0] = '/content/ml-agents/training-envs-executables/linux/Pyramids/Pyramids_Data/Managed'
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Mono config path = '/content/ml-agents/training-envs-executables/linux/Pyramids/Pyramids_Data/MonoBleedingEdge/etc'
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Found 1 interfaces on host : 0) 172.28.0.12
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-
Multi-casting "[IP] 172.28.0.12 [Port]
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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/UnityEnvironment
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-
Unable to load player prefs
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Initialize engine version: 2021.3.5f1 (40eb3a945986)
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[Subsystems] Discovering subsystems at path /content/ml-agents/training-envs-executables/linux/Pyramids/Pyramids_Data/UnitySubsystems
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Forcing GfxDevice: Null
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@@ -36,7 +33,7 @@ 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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@@ -68,7 +65,7 @@ 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:
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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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@@ -76,7 +73,7 @@ PlayerConnection::CleanupMemory 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: [16.0 KB-32.0 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 2.0 MB
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@@ -149,7 +146,7 @@ PlayerConnection::CleanupMemory Statistics:
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[ALLOC_TEMP_Profiler.Dispatcher]
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Initial Block Size 64.0 KB
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Current Block Size 64.0 KB
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-
Peak Allocated Bytes
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Overflow Count 0
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[ALLOC_TEMP_Background Job.Worker 12]
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Initial Block Size 32.0 KB
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@@ -207,28 +204,28 @@ PlayerConnection::CleanupMemory Statistics:
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Peak Allocated Bytes 128 B
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Overflow Count 0
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[ALLOC_MEMORYPROFILER]
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-
Peak usage frame count: [0.5 MB-1.0 MB]: 299 frames, [1.0 MB-2.0 MB]:
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Requested Block Size 1.0 MB
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Peak Block count 2
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Peak Allocated memory 1.6 MB
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Peak Large allocation bytes 0 B
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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 1.7 MB
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[ALLOC_DEFAULT_MAIN]
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-
Peak usage frame count: [8.0 MB-16.0 MB]: 1 frames, [16.0 MB-32.0 MB]:
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Requested Block Size 16.0 MB
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Peak Block count 3
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-
Peak Allocated memory 31.
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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
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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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@@ -257,13 +254,13 @@ PlayerConnection::CleanupMemory Statistics:
|
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Used Block count 1
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Peak Allocated bytes 1.7 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 67.0 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: [64.0 KB-128.0 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 67.7 KB
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@@ -275,16 +272,16 @@ PlayerConnection::CleanupMemory Statistics:
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Used Block count 1
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Peak Allocated bytes 1.7 MB
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[ALLOC_CACHEOBJECTS_MAIN]
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-
Peak usage frame count: [0.5 MB-1.0 MB]: 299 frames, [1.0 MB-2.0 MB]:
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Requested Block Size 4.0 MB
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Peak Block count 1
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Peak Allocated memory 1.4 MB
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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: [1.0 MB-2.0 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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Peak Large allocation bytes 0 B
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[ALLOC_TYPETREE] Dual Thread Allocator
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Peak main deferred allocation count 0
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@@ -293,25 +290,25 @@ PlayerConnection::CleanupMemory Statistics:
|
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Used Block count 1
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Peak Allocated bytes 1.7 MB
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[ALLOC_TYPETREE_MAIN]
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-
Peak usage frame count: [0-1.0 KB]:
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Requested Block Size 2.0 MB
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Peak Block count 1
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Peak Allocated memory 1.0 KB
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Peak Large allocation bytes 0 B
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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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Requested Block Size 2.0 MB
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Peak Block count 1
|
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Peak Allocated memory 1.9 KB
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Peak Large allocation bytes 0 B
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[ALLOC_PROFILER]
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-
Peak usage frame count: [16.0 KB-32.0 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 29.
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Peak Large allocation bytes 0 B
|
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[ALLOC_PROFILER_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 396 B
|
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-
##utp:{"type":"MemoryLeaks","version":2,"phase":"Immediate","time":
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Mono path[0] = '/content/ml-agents/training-envs-executables/linux/Pyramids/Pyramids_Data/Managed'
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Mono config path = '/content/ml-agents/training-envs-executables/linux/Pyramids/Pyramids_Data/MonoBleedingEdge/etc'
|
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Found 1 interfaces on host : 0) 172.28.0.12
|
4 |
+
Multi-casting "[IP] 172.28.0.12 [Port] 55257 [Flags] 2 [Guid] 3789214560 [EditorId] 764847374 [Version] 1048832 [Id] LinuxPlayer(13,172.28.0.12) [Debug] 0 [PackageName] LinuxPlayer [ProjectName] UnityEnvironment" to [225.0.0.222:54997]...
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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: 2021.3.5f1 (40eb3a945986)
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