arshpareek
commited on
Commit
•
907e3f0
1
Parent(s):
014dd76
First Push
Browse files- README.md +4 -4
- SoccerTwos.onnx +3 -0
- SoccerTwos/SoccerTwos-0.onnx +3 -0
- SoccerTwos/SoccerTwos-0.pt +3 -0
- SoccerTwos/SoccerTwos-1001986.onnx +3 -0
- SoccerTwos/SoccerTwos-1001986.pt +3 -0
- SoccerTwos/SoccerTwos-231634.onnx +3 -0
- SoccerTwos/SoccerTwos-231634.pt +3 -0
- SoccerTwos/SoccerTwos-499118.onnx +3 -0
- SoccerTwos/SoccerTwos-499118.pt +3 -0
- SoccerTwos/SoccerTwos-999986.onnx +3 -0
- SoccerTwos/SoccerTwos-999986.pt +3 -0
- SoccerTwos/checkpoint.pt +3 -0
- SoccerTwos/events.out.tfevents.1699443425.5dcb74d24f49.23874.0 +3 -0
- config.json +1 -1
- configuration.yaml +23 -18
- run_logs/Player-0.log +480 -30
- run_logs/timers.json +294 -247
- run_logs/training_status.json +22 -39
README.md
CHANGED
@@ -1,14 +1,14 @@
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---
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library_name: ml-agents
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tags:
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-
-
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- deep-reinforcement-learning
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- reinforcement-learning
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-
- ML-Agents-
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---
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-
# **
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-
This is a trained model of a **
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using the [Unity ML-Agents Library](https://github.com/Unity-Technologies/ml-agents).
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## Usage (with ML-Agents)
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---
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library_name: ml-agents
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tags:
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+
- SoccerTwos
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- deep-reinforcement-learning
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- reinforcement-learning
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+
- ML-Agents-SoccerTwos
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---
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+
# **poca** Agent playing **SoccerTwos**
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+
This is a trained model of a **poca** agent playing **SoccerTwos**
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using the [Unity ML-Agents Library](https://github.com/Unity-Technologies/ml-agents).
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## Usage (with ML-Agents)
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SoccerTwos.onnx
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version https://git-lfs.github.com/spec/v1
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size 1768747
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SoccerTwos/SoccerTwos-0.onnx
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version https://git-lfs.github.com/spec/v1
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size 1766874
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SoccerTwos/SoccerTwos-0.pt
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version https://git-lfs.github.com/spec/v1
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SoccerTwos/SoccerTwos-1001986.onnx
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version https://git-lfs.github.com/spec/v1
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size 1768747
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SoccerTwos/SoccerTwos-1001986.pt
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version https://git-lfs.github.com/spec/v1
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size 28432022
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SoccerTwos/SoccerTwos-231634.onnx
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version https://git-lfs.github.com/spec/v1
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size 1768747
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SoccerTwos/SoccerTwos-231634.pt
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version https://git-lfs.github.com/spec/v1
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+
size 28431898
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SoccerTwos/SoccerTwos-499118.onnx
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version https://git-lfs.github.com/spec/v1
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size 1768747
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SoccerTwos/SoccerTwos-499118.pt
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version https://git-lfs.github.com/spec/v1
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size 28431898
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SoccerTwos/SoccerTwos-999986.onnx
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version https://git-lfs.github.com/spec/v1
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size 1768747
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SoccerTwos/SoccerTwos-999986.pt
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version https://git-lfs.github.com/spec/v1
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size 28431898
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SoccerTwos/checkpoint.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:cba22f6ffe35da713afc2dfa4711beafa227c2e55027d724f534efb00bce8eb6
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size 28431030
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SoccerTwos/events.out.tfevents.1699443425.5dcb74d24f49.23874.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:65d2afc8bcb61575053a3e88199f81a2b267da50899d6466ef19f3c812c1c26a
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+
size 552734
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config.json
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-
{"default_settings": null, "behaviors": {"
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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": 1000000, "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": "/content/ml-agents/training-envs-executables/linux/SoccerTwos", "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}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwos", "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
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default_settings: null
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behaviors:
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-
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trainer_type:
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hyperparameters:
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-
batch_size:
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-
buffer_size:
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learning_rate: 0.0003
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beta: 0.005
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epsilon: 0.2
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lambd: 0.95
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num_epoch: 3
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-
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-
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-
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-
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checkpoint_interval: 50000
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network_settings:
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normalize: false
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-
hidden_units:
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num_layers: 2
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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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init_path: null
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-
keep_checkpoints:
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even_checkpoints: false
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-
max_steps:
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-
time_horizon:
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summary_freq: 10000
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threaded:
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-
self_play:
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behavioral_cloning: null
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env_settings:
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-
env_path:
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env_args: null
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base_port: 5005
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num_envs: 1
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no_graphics: true
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environment_parameters: null
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checkpoint_settings:
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-
run_id:
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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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default_settings: null
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behaviors:
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+
SoccerTwos:
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trainer_type: poca
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hyperparameters:
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batch_size: 2048
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+
buffer_size: 20480
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learning_rate: 0.0003
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beta: 0.005
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epsilon: 0.2
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lambd: 0.95
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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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epsilon_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: 512
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num_layers: 2
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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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init_path: null
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+
keep_checkpoints: 5
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even_checkpoints: false
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+
max_steps: 1000000
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+
time_horizon: 1000
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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: 50000
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team_change: 200000
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swap_steps: 2000
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window: 10
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play_against_latest_model_ratio: 0.5
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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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env_path: /content/ml-agents/training-envs-executables/linux/SoccerTwos
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env_args: null
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base_port: 5005
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num_envs: 1
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no_graphics: true
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environment_parameters: null
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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: 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
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Mono path[0] = '/content/ml-agents/training-envs-executables/linux/
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Mono config path = '/content/ml-agents/training-envs-executables/linux/
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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/Hugging Face
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PlayerPrefs - Creating folder: /root/.config/unity3d/Hugging Face/SnowballTarget
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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/linux/
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Forcing GfxDevice: Null
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GfxDevice: creating device client; threaded=0; jobified=0
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NullGfxDevice:
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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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@@ -45,28 +56,467 @@ 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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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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51 |
Setting up 1 worker threads for Enlighten.
|
52 |
Memory Statistics:
|
53 |
[ALLOC_TEMP_TLS] TLS Allocator
|
54 |
StackAllocators :
|
55 |
[ALLOC_TEMP_MAIN]
|
56 |
-
Peak usage frame count: [8.0 KB-16.0 KB]:
|
57 |
Initial Block Size 4.0 MB
|
58 |
Current Block Size 4.0 MB
|
59 |
-
Peak Allocated Bytes 2.
|
60 |
Overflow Count 0
|
61 |
[ALLOC_TEMP_Loading.AsyncRead]
|
62 |
Initial Block Size 64.0 KB
|
63 |
Current Block Size 64.0 KB
|
64 |
-
Peak Allocated Bytes
|
65 |
Overflow Count 0
|
66 |
[ALLOC_TEMP_Loading.PreloadManager]
|
67 |
Initial Block Size 256.0 KB
|
68 |
-
Current Block Size
|
69 |
-
Peak Allocated Bytes
|
70 |
Overflow Count 4
|
71 |
[ALLOC_TEMP_Background Job.Worker 8]
|
72 |
Initial Block Size 32.0 KB
|
@@ -81,7 +531,7 @@ Memory Statistics:
|
|
81 |
[ALLOC_TEMP_Job.Worker 0]
|
82 |
Initial Block Size 256.0 KB
|
83 |
Current Block Size 256.0 KB
|
84 |
-
Peak Allocated Bytes
|
85 |
Overflow Count 0
|
86 |
[ALLOC_TEMP_Background Job.Worker 10]
|
87 |
Initial Block Size 32.0 KB
|
@@ -169,22 +619,22 @@ Memory Statistics:
|
|
169 |
Peak Allocated Bytes 0 B
|
170 |
Overflow Count 0
|
171 |
[ALLOC_DEFAULT] Dual Thread Allocator
|
172 |
-
Peak main deferred allocation count
|
173 |
[ALLOC_BUCKET]
|
174 |
Large Block size 4.0 MB
|
175 |
Used Block count 1
|
176 |
Peak Allocated bytes 1.0 MB
|
177 |
[ALLOC_DEFAULT_MAIN]
|
178 |
-
Peak usage frame count: [4.0 MB-8.0 MB]:
|
179 |
Requested Block Size 16.0 MB
|
180 |
Peak Block count 1
|
181 |
-
Peak Allocated memory 6
|
182 |
Peak Large allocation bytes 0 B
|
183 |
[ALLOC_DEFAULT_THREAD]
|
184 |
-
Peak usage frame count: [16.0 MB-32.0 MB]:
|
185 |
Requested Block Size 16.0 MB
|
186 |
Peak Block count 1
|
187 |
-
Peak Allocated memory 17.
|
188 |
Peak Large allocation bytes 16.0 MB
|
189 |
[ALLOC_TEMP_JOB_1_FRAME]
|
190 |
Initial Block Size 2.0 MB
|
@@ -213,16 +663,16 @@ Memory Statistics:
|
|
213 |
Used Block count 1
|
214 |
Peak Allocated bytes 1.0 MB
|
215 |
[ALLOC_GFX_MAIN]
|
216 |
-
Peak usage frame count: [32.0 KB-64.0 KB]:
|
217 |
Requested Block Size 16.0 MB
|
218 |
Peak Block count 1
|
219 |
-
Peak Allocated memory
|
220 |
Peak Large allocation bytes 0 B
|
221 |
[ALLOC_GFX_THREAD]
|
222 |
-
Peak usage frame count: [
|
223 |
Requested Block Size 16.0 MB
|
224 |
Peak Block count 1
|
225 |
-
Peak Allocated memory
|
226 |
Peak Large allocation bytes 0 B
|
227 |
[ALLOC_CACHEOBJECTS] Dual Thread Allocator
|
228 |
Peak main deferred allocation count 0
|
@@ -231,16 +681,16 @@ Memory Statistics:
|
|
231 |
Used Block count 1
|
232 |
Peak Allocated bytes 1.0 MB
|
233 |
[ALLOC_CACHEOBJECTS_MAIN]
|
234 |
-
Peak usage frame count: [0.5 MB-1.0 MB]:
|
235 |
Requested Block Size 4.0 MB
|
236 |
Peak Block count 1
|
237 |
Peak Allocated memory 0.6 MB
|
238 |
Peak Large allocation bytes 0 B
|
239 |
[ALLOC_CACHEOBJECTS_THREAD]
|
240 |
-
Peak usage frame count: [0.5 MB-1.0 MB]:
|
241 |
Requested Block Size 4.0 MB
|
242 |
-
Peak Block count
|
243 |
-
Peak Allocated memory
|
244 |
Peak Large allocation bytes 0 B
|
245 |
[ALLOC_TYPETREE] Dual Thread Allocator
|
246 |
Peak main deferred allocation count 0
|
@@ -249,14 +699,14 @@ Memory Statistics:
|
|
249 |
Used Block count 1
|
250 |
Peak Allocated bytes 1.0 MB
|
251 |
[ALLOC_TYPETREE_MAIN]
|
252 |
-
Peak usage frame count: [0-1.0 KB]:
|
253 |
Requested Block Size 2.0 MB
|
254 |
Peak Block count 1
|
255 |
Peak Allocated memory 1.0 KB
|
256 |
Peak Large allocation bytes 0 B
|
257 |
[ALLOC_TYPETREE_THREAD]
|
258 |
-
Peak usage frame count: [1.0 KB-2.0 KB]:
|
259 |
Requested Block Size 2.0 MB
|
260 |
Peak Block count 1
|
261 |
-
Peak Allocated memory
|
262 |
Peak Large allocation bytes 0 B
|
|
|
1 |
+
Mono path[0] = '/content/ml-agents/training-envs-executables/linux/SoccerTwos_Data/Managed'
|
2 |
+
Mono config path = '/content/ml-agents/training-envs-executables/linux/SoccerTwos_Data/MonoBleedingEdge/etc'
|
3 |
Preloaded 'lib_burst_generated.so'
|
4 |
Preloaded 'libgrpc_csharp_ext.x64.so'
|
|
|
|
|
|
|
5 |
Initialize engine version: 2021.3.14f1 (eee1884e7226)
|
6 |
+
[Subsystems] Discovering subsystems at path /content/ml-agents/training-envs-executables/linux/SoccerTwos_Data/UnitySubsystems
|
7 |
Forcing GfxDevice: Null
|
8 |
GfxDevice: creating device client; threaded=0; jobified=0
|
9 |
NullGfxDevice:
|
|
|
31 |
FMOD failed to initialize the output device.: "Error initializing output device. " (60)
|
32 |
FMOD initialized on nosound output
|
33 |
Begin MonoManager ReloadAssembly
|
34 |
+
- Completed reload, in 0.122 seconds
|
35 |
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)
|
38 |
+
WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
|
39 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
40 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
41 |
+
ERROR: Shader Standard (Specular setup) shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
42 |
+
WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
|
43 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
44 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
45 |
+
WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
|
46 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
47 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
48 |
+
ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
49 |
+
WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
|
50 |
+
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
51 |
+
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
52 |
WARNING: Shader Unsupported: 'Standard' - All subshaders removed
|
53 |
WARNING: Shader Did you use #pragma only_renderers and omit this platform?
|
54 |
WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
|
|
|
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?
|
59 |
+
UnloadTime: 0.879396 ms
|
60 |
+
Registered Communicator in Agent.
|
61 |
ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
|
62 |
requesting resize 84 x 84
|
63 |
+
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Setting up 1 worker threads for Enlighten.
|
502 |
Memory Statistics:
|
503 |
[ALLOC_TEMP_TLS] TLS Allocator
|
504 |
StackAllocators :
|
505 |
[ALLOC_TEMP_MAIN]
|
506 |
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|
507 |
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|
508 |
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|
509 |
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|
510 |
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511 |
[ALLOC_TEMP_Loading.AsyncRead]
|
512 |
Initial Block Size 64.0 KB
|
513 |
Current Block Size 64.0 KB
|
514 |
+
Peak Allocated Bytes 128 B
|
515 |
Overflow Count 0
|
516 |
[ALLOC_TEMP_Loading.PreloadManager]
|
517 |
Initial Block Size 256.0 KB
|
518 |
+
Current Block Size 300.0 KB
|
519 |
+
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|
520 |
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|
521 |
[ALLOC_TEMP_Background Job.Worker 8]
|
522 |
Initial Block Size 32.0 KB
|
|
|
531 |
[ALLOC_TEMP_Job.Worker 0]
|
532 |
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|
533 |
Current Block Size 256.0 KB
|
534 |
+
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|
535 |
Overflow Count 0
|
536 |
[ALLOC_TEMP_Background Job.Worker 10]
|
537 |
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|
|
|
619 |
Peak Allocated Bytes 0 B
|
620 |
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|
621 |
[ALLOC_DEFAULT] Dual Thread Allocator
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622 |
+
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|
623 |
[ALLOC_BUCKET]
|
624 |
Large Block size 4.0 MB
|
625 |
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|
626 |
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|
627 |
[ALLOC_DEFAULT_MAIN]
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628 |
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|
629 |
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|
630 |
Peak Block count 1
|
631 |
+
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|
632 |
Peak Large allocation bytes 0 B
|
633 |
[ALLOC_DEFAULT_THREAD]
|
634 |
+
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|
635 |
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|
636 |
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|
637 |
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|
638 |
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|
639 |
[ALLOC_TEMP_JOB_1_FRAME]
|
640 |
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|
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|
663 |
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|
664 |
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|
665 |
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|
666 |
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|
667 |
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|
668 |
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|
669 |
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|
670 |
Peak Large allocation bytes 0 B
|
671 |
[ALLOC_GFX_THREAD]
|
672 |
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|
673 |
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|
674 |
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|
675 |
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|
676 |
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|
677 |
[ALLOC_CACHEOBJECTS] Dual Thread Allocator
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678 |
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|
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|
681 |
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|
682 |
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|
683 |
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|
684 |
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|
685 |
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686 |
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691 |
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|
692 |
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695 |
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696 |
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699 |
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700 |
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710 |
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711 |
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712 |
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@@ -217,48 +265,48 @@
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