10M steps, increased learning rate with linear scheduler
Browse files- SoccerTwos.onnx +1 -1
- SoccerTwos/SoccerTwos-10000180.onnx +3 -0
- SoccerTwos/SoccerTwos-10000180.pt +3 -0
- SoccerTwos/SoccerTwos-8499872.onnx +3 -0
- SoccerTwos/SoccerTwos-8499872.pt +3 -0
- SoccerTwos/SoccerTwos-8999958.onnx +3 -0
- SoccerTwos/SoccerTwos-8999958.pt +3 -0
- SoccerTwos/SoccerTwos-9499928.onnx +3 -0
- SoccerTwos/SoccerTwos-9499928.pt +3 -0
- SoccerTwos/SoccerTwos-9999962.onnx +3 -0
- SoccerTwos/SoccerTwos-9999962.pt +3 -0
- SoccerTwos/checkpoint.pt +1 -1
- SoccerTwos/events.out.tfevents.1703855990.nilss-mbp.lan.63432.0 +3 -0
- config.json +1 -1
- configuration.yaml +1 -1
- run_logs/Player-0.log +16 -77
- run_logs/timers.json +185 -185
- run_logs/training_status.json +24 -24
SoccerTwos.onnx
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SoccerTwos/SoccerTwos-8999958.onnx
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SoccerTwos/SoccerTwos-9499928.pt
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SoccerTwos/SoccerTwos-9999962.onnx
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SoccerTwos/SoccerTwos-9999962.pt
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SoccerTwos/checkpoint.pt
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SoccerTwos/events.out.tfevents.1703855990.nilss-mbp.lan.63432.0
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config.json
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-
{"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.0005, "beta": 0.005, "epsilon": 0.2, "lambd": 0.95, "num_epoch": 3, "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}}}, "init_path": null, "keep_checkpoints": 5, "even_checkpoints": false, "max_steps":
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{"default_settings": null, "behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.0005, "beta": 0.005, "epsilon": 0.2, "lambd": 0.95, "num_epoch": 3, "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}}}, "init_path": null, "keep_checkpoints": 5, "even_checkpoints": false, "max_steps": 10000000, "time_horizon": 1000, "summary_freq": 10000, "threaded": false, "self_play": {"save_steps": 50000, "team_change": 250000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.5, "initial_elo": 1200.0}, "behavioral_cloning": null}}, "env_settings": {"env_path": "./training-envs-executables/SoccerTwos.app", "env_args": null, "base_port": 5005, "num_envs": 1, "num_areas": 1, "timeout_wait": 60, "seed": -1, "max_lifetime_restarts": 10, "restarts_rate_limit_n": 1, "restarts_rate_limit_period_s": 60}, "engine_settings": {"width": 84, "height": 84, "quality_level": 5, "time_scale": 20, "target_frame_rate": -1, "capture_frame_rate": 60, "no_graphics": true, "no_graphics_monitor": false}, "environment_parameters": null, "checkpoint_settings": {"run_id": "SoccerTwos", "initialize_from": null, "load_model": false, "resume": false, "force": 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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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: 1000
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summary_freq: 10000
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threaded: 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: 10000000
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time_horizon: 1000
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summary_freq: 10000
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threaded: false
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run_logs/Player-0.log
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