3M Step Trainning Agent
Browse files- Pyramids.onnx +1 -1
- Pyramids/{Pyramids-1000017.onnx → Pyramids-1499952.onnx} +1 -1
- Pyramids/{Pyramids-1000017.pt → Pyramids-1499952.pt} +1 -1
- Pyramids/Pyramids-1999894.onnx +3 -0
- Pyramids/Pyramids-1999894.pt +3 -0
- Pyramids/Pyramids-2499504.onnx +3 -0
- Pyramids/Pyramids-2499504.pt +3 -0
- Pyramids/Pyramids-2999938.onnx +3 -0
- Pyramids/Pyramids-2999938.pt +3 -0
- Pyramids/Pyramids-3000240.onnx +3 -0
- Pyramids/Pyramids-3000240.pt +3 -0
- Pyramids/checkpoint.pt +1 -1
- Pyramids/events.out.tfevents.1682361544.f2233c7926ec.13248.0 +3 -0
- Pyramids/events.out.tfevents.1682361680.f2233c7926ec.13898.0 +3 -0
- config.json +1 -1
- configuration.yaml +4 -4
- run_logs/Player-0.log +26 -29
- run_logs/timers.json +208 -208
- run_logs/training_status.json +38 -20
Pyramids.onnx
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Pyramids/Pyramids-2999938.onnx
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Pyramids/Pyramids-2999938.pt
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Pyramids/Pyramids-3000240.onnx
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Pyramids/Pyramids-3000240.pt
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Pyramids/checkpoint.pt
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Pyramids/events.out.tfevents.1682361544.f2233c7926ec.13248.0
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Pyramids/events.out.tfevents.1682361680.f2233c7926ec.13898.0
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config.json
CHANGED
@@ -1 +1 @@
|
|
1 |
-
{"default_settings": null, "behaviors": {"Pyramids": {"trainer_type": "ppo", "hyperparameters": {"batch_size": 128, "buffer_size": 2048, "learning_rate": 0.0003, "beta": 0.01, "epsilon": 0.2, "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":
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|
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1 |
+
{"default_settings": null, "behaviors": {"Pyramids": {"trainer_type": "ppo", "hyperparameters": {"batch_size": 128, "buffer_size": 2048, "learning_rate": 0.0003, "beta": 0.01, "epsilon": 0.2, "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": 3000000, "time_horizon": 512, "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, "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": "Pyramids_Training", "initialize_from": null, "load_model": false, "resume": true, "force": false, "train_model": false, "inference": false, "results_dir": "results"}, "torch_settings": {"device": null}, "debug": false}
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configuration.yaml
CHANGED
@@ -51,8 +51,8 @@ behaviors:
|
|
51 |
init_path: null
|
52 |
keep_checkpoints: 5
|
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even_checkpoints: false
|
54 |
-
max_steps:
|
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-
time_horizon:
|
56 |
summary_freq: 30000
|
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threaded: false
|
58 |
self_play: null
|
@@ -77,10 +77,10 @@ engine_settings:
|
|
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no_graphics: true
|
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environment_parameters: null
|
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checkpoint_settings:
|
80 |
-
run_id:
|
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initialize_from: null
|
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load_model: false
|
83 |
-
resume:
|
84 |
force: false
|
85 |
train_model: false
|
86 |
inference: false
|
|
|
51 |
init_path: null
|
52 |
keep_checkpoints: 5
|
53 |
even_checkpoints: false
|
54 |
+
max_steps: 3000000
|
55 |
+
time_horizon: 512
|
56 |
summary_freq: 30000
|
57 |
threaded: false
|
58 |
self_play: null
|
|
|
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no_graphics: true
|
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environment_parameters: null
|
79 |
checkpoint_settings:
|
80 |
+
run_id: Pyramids_Training
|
81 |
initialize_from: null
|
82 |
load_model: false
|
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+
resume: true
|
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force: false
|
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train_model: false
|
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inference: false
|
run_logs/Player-0.log
CHANGED
@@ -1,12 +1,9 @@
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Mono path[0] = '/content/ml-agents/training-envs-executables/linux/Pyramids/Pyramids_Data/Managed'
|
2 |
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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12 |
Forcing GfxDevice: Null
|
@@ -36,7 +33,7 @@ ALSA lib pcm.c:2642:(snd_pcm_open_noupdate) Unknown PCM default
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|
36 |
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)
|
42 |
ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
@@ -68,7 +65,7 @@ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/f
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|
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WARNING: Shader Unsupported: 'Standard' - All subshaders removed
|
69 |
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
70 |
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
71 |
-
UnloadTime: 0.
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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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|
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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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@@ -186,12 +183,12 @@ PlayerConnection::CleanupMemory Statistics:
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Current Block Size 256.0 KB
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Peak Allocated Bytes 0.8 KB
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Overflow Count 0
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[ALLOC_TEMP_Background Job.Worker
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Initial Block Size 32.0 KB
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Current Block Size 32.0 KB
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Peak Allocated Bytes 0 B
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Overflow Count 0
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[ALLOC_TEMP_Background Job.Worker
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Initial Block Size 32.0 KB
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Current Block Size 32.0 KB
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Peak Allocated Bytes 0 B
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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 Block count 2
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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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[ALLOC_DEFAULT_MAIN]
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Peak Block count
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Peak Allocated memory
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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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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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@@ -255,15 +252,15 @@ PlayerConnection::CleanupMemory Statistics:
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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.
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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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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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@@ -273,15 +270,15 @@ PlayerConnection::CleanupMemory Statistics:
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[ALLOC_BUCKET]
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Large Block size 4.0 MB
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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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Peak Large allocation bytes 0 B
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[ALLOC_CACHEOBJECTS_THREAD]
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@@ -291,21 +288,21 @@ PlayerConnection::CleanupMemory Statistics:
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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.
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[ALLOC_TYPETREE_MAIN]
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Peak Block count 1
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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 29.2 KB
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@@ -314,4 +311,4 @@ PlayerConnection::CleanupMemory Statistics:
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Large Block size 4.0 MB
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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
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Multi-casting "[IP] 172.28.0.12 [Port] 55466 [Flags] 2 [Guid] 670253028 [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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[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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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 0.087 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)
|
|
|
65 |
WARNING: Shader Unsupported: 'Standard' - All subshaders removed
|
66 |
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
67 |
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
68 |
+
UnloadTime: 0.797879 ms
|
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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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|
|
73 |
[ALLOC_TEMP_TLS] TLS Allocator
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StackAllocators :
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[ALLOC_TEMP_MAIN]
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run_logs/timers.json
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run_logs/training_status.json
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