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Ending2015a/training.log

Created July 12, 2021 07:18
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training.log
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: ========================= Hyper Parameters =========================
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: |------------------------------ ENV -------------------------------|
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | env_id: MineRLObtainDiamondVectorObf-v0 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | record_video: True |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | monitor_dir: train/recil_lstmx2/monitor/ |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | monitor: True |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | num_envs: 1 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | vflip: True |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | transpose: True |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | shift: True |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: |---------------------------- DATASET -----------------------------|
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | data_root: /home/aicrowd/data |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | env_ids: [ |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | "MineRLObtainIronPickaxeVectorObf-v0", |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | "MineRLObtainIronPickaxeVectorObf-v0" |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | ] |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | shuffle: True |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | vflip: True |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | transpose: True |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | shift: True |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | num_workers: 17 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | batch_size: 4 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | seq_len: 100 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: |----------------------------- MODEL ------------------------------|
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | learning_rate: { |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | "type": "MultiFuncScheduler", |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | "unit": "timestep", |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | "schedulers": [ |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | { |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | "type": "LR2Scheduler", |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | "unit": "epoch", |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | "start_value": 0.0001, |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | "alpha": 0.1, |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | "target_step": 50 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | } |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | ], |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | "op": "min" |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | } |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | n_steps: 25 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | n_gradsteps: 25 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | batch_size: 4 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | seq_len: 100 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | weight_decay: 1e-06 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | max_grad_norm: 10 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | cnn_channels: 64 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | pov_size: 896 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | vec_size: 128 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | cell_type: lstm |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | recurrent_unit: 1024 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | sum_inout: True |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | n_stacks: 2 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | verbose: 2 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: |----------------------------- LEARN ------------------------------|
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | total_timesteps: 150000000 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | log_interval: 1 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | eval_interval: <function evaluation_callback at 0x7fae540d9c20> |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | eval_episodes: 10 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | eval_max_steps: 10000 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | save_interval: <function save_callback at 0x7fae540d9d40> |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | save_path: train/recil_lstmx2/save/ |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | export_path: train/recil_lstmx2/export/ |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | tb_logdir: train/recil_lstmx2/ |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | reset_timesteps: False |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | callback: <function progress_callback at 0x7fae540d90e0> |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: |----------------------------- FINAL ------------------------------|
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | eval_episodes: 10 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | eval_max_steps: 10000 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | save_path: train/recil_lstmx2/final/save/ |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | export_path: train/recil_lstmx2/final/export/ |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: |-------------------------- Descriptions --------------------------|
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | Recurrent Behavioral Cloning |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | Rnn cell | LSTMx2 |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | Data | parallel seq, no treechop |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | Regularization | L2-reg |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | Learning rate | no decay |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | KMeans: 120 (seed=1) |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: | |
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]: ====================================================================
[2021-07-11 04:00:46|MainThread|WARNING|unstable_baselines.recil_lstmx2:train_recil.py:301]:
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