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- .gitattributes +2 -0
- dog-run/2/4o_dog-run_s2/eval.csv +8 -0
- dog-run/2/4o_dog-run_s2/wandb/debug.log +24 -0
- dog-run/2/4o_dog-run_s2/wandb/offline-run-20250711_103423-7yw97yff/files/conda-environment.yaml +190 -0
- dog-run/2/4o_dog-run_s2/wandb/offline-run-20250711_103423-7yw97yff/files/wandb-metadata.json +642 -0
- dog-run/2/4o_dog-run_s2/wandb/offline-run-20250711_103423-7yw97yff/logs/debug.log +24 -0
- dog-run/2/4o_dog-run_s2/wandb/offline-run-20250712_123246-vobnvqoa/files/conda-environment.yaml +190 -0
- dog-run/2/4o_dog-run_s2/wandb/offline-run-20250712_123246-vobnvqoa/files/wandb-metadata.json +642 -0
- dog-run/2/4o_dog-run_s2/wandb/offline-run-20250712_123246-vobnvqoa/logs/debug.log +24 -0
- dog-run/2/6o_dog-run_s2/eval.csv +9 -0
- dog-run/2/6o_dog-run_s2/wandb/debug.log +24 -0
- dog-run/2/6o_dog-run_s2/wandb/offline-run-20250711_103424-1oql9lcr/files/conda-environment.yaml +190 -0
- dog-run/2/6o_dog-run_s2/wandb/offline-run-20250711_103424-1oql9lcr/files/wandb-metadata.json +642 -0
- dog-run/2/6o_dog-run_s2/wandb/offline-run-20250711_103424-1oql9lcr/logs/debug.log +24 -0
- dog-run/2/6o_dog-run_s2/wandb/offline-run-20250712_123246-geqoxasl/files/conda-environment.yaml +190 -0
- dog-run/2/6o_dog-run_s2/wandb/offline-run-20250712_123246-geqoxasl/files/wandb-metadata.json +642 -0
- dog-run/2/6o_dog-run_s2/wandb/offline-run-20250712_123246-geqoxasl/logs/debug.log +24 -0
- dog-run/2/tdmpc2_dog-run_s2/eval.csv +30 -0
- dog-run/2/tdmpc2_dog-run_s2/wandb/debug.log +24 -0
- dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250711_103423-0o1emngh/files/conda-environment.yaml +190 -0
- dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250711_103423-0o1emngh/files/wandb-metadata.json +641 -0
- dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250711_103423-0o1emngh/logs/debug.log +24 -0
- dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250712_123241-pi7oxqaw/files/conda-environment.yaml +190 -0
- dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250712_123241-pi7oxqaw/files/wandb-metadata.json +641 -0
- dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250712_123241-pi7oxqaw/logs/debug.log +24 -0
- dog-run/30/4o_dog-run_s30/eval.csv +8 -0
- dog-run/30/4o_dog-run_s30/wandb/debug.log +24 -0
- dog-run/30/4o_dog-run_s30/wandb/offline-run-20250711_103424-74w1qu4v/files/conda-environment.yaml +190 -0
- dog-run/30/4o_dog-run_s30/wandb/offline-run-20250711_103424-74w1qu4v/files/wandb-metadata.json +642 -0
- dog-run/30/4o_dog-run_s30/wandb/offline-run-20250711_103424-74w1qu4v/logs/debug.log +24 -0
- dog-run/30/4o_dog-run_s30/wandb/offline-run-20250712_123241-l81gqqu9/files/conda-environment.yaml +190 -0
- dog-run/30/4o_dog-run_s30/wandb/offline-run-20250712_123241-l81gqqu9/files/wandb-metadata.json +642 -0
- dog-run/30/4o_dog-run_s30/wandb/offline-run-20250712_123241-l81gqqu9/logs/debug.log +24 -0
- dog-run/30/6o_dog-run_s30/eval.csv +9 -0
- dog-run/30/6o_dog-run_s30/wandb/debug.log +24 -0
- dog-run/30/6o_dog-run_s30/wandb/offline-run-20250711_103424-zlc1xdob/files/conda-environment.yaml +190 -0
- dog-run/30/6o_dog-run_s30/wandb/offline-run-20250711_103424-zlc1xdob/files/wandb-metadata.json +642 -0
- dog-run/30/6o_dog-run_s30/wandb/offline-run-20250711_103424-zlc1xdob/logs/debug.log +24 -0
- dog-run/30/6o_dog-run_s30/wandb/offline-run-20250712_123246-06zkb07l/files/conda-environment.yaml +190 -0
- dog-run/30/6o_dog-run_s30/wandb/offline-run-20250712_123246-06zkb07l/files/wandb-metadata.json +642 -0
- dog-run/30/6o_dog-run_s30/wandb/offline-run-20250712_123246-06zkb07l/logs/debug.log +24 -0
- dog-run/30/tdmpc2_dog-run_s30/eval.csv +30 -0
- dog-run/30/tdmpc2_dog-run_s30/wandb/debug.log +24 -0
- dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250711_103423-med7rqnk/files/conda-environment.yaml +190 -0
- dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250711_103423-med7rqnk/files/wandb-metadata.json +641 -0
- dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250711_103423-med7rqnk/logs/debug.log +24 -0
- dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250712_123243-5888ihx2/files/conda-environment.yaml +190 -0
- dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250712_123243-5888ihx2/files/wandb-metadata.json +641 -0
- dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250712_123243-5888ihx2/logs/debug.log +24 -0
- dog-run/42/4o_dog-run_s42/eval.csv +10 -0
.gitattributes
CHANGED
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@@ -57,3 +57,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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dog-trot/30/6o_dog-trot_s30/wandb/offline-run-20250712_123246-ejm5iszb/run-ejm5iszb.wandb filter=lfs diff=lfs merge=lfs -text
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dog-trot/42/4o_dog-trot_s42/wandb/offline-run-20250711_103423-ggft6zvx/run-ggft6zvx.wandb filter=lfs diff=lfs merge=lfs -text
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dog-run/2/4o_dog-run_s2/eval.csv
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step,episode_reward
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0.0,5.668597221374512
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50000.0,16.094680786132812
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150000.0,94.64695739746094
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200000.0,96.18269348144531
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250000.0,121.478515625
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300000.0,136.93467712402344
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dog-run/2/4o_dog-run_s2/wandb/debug.log
ADDED
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2025-07-12 12:32:46,451 INFO MainThread:77321 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
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2025-07-12 12:32:46,451 INFO MainThread:77321 [wandb_setup.py:_flush():76] Configure stats pid to 77321
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2025-07-12 12:32:46,452 INFO MainThread:77321 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
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2025-07-12 12:32:46,452 INFO MainThread:77321 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-12/12-32-30/wandb/settings
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2025-07-12 12:32:46,452 INFO MainThread:77321 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
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2025-07-12 12:32:46,453 INFO MainThread:77321 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
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2025-07-12 12:32:46,453 INFO MainThread:77321 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
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2025-07-12 12:32:46,453 INFO MainThread:77321 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/4o_dog-run_s2/wandb/offline-run-20250712_123246-vobnvqoa/logs/debug.log
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2025-07-12 12:32:46,454 INFO MainThread:77321 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/4o_dog-run_s2/wandb/offline-run-20250712_123246-vobnvqoa/logs/debug-internal.log
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2025-07-12 12:32:46,454 INFO MainThread:77321 [wandb_init.py:init():569] calling init triggers
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2025-07-12 12:32:46,455 INFO MainThread:77321 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
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config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': '4o_dog-run_s2', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': True, 'n_experts': 4, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 2, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/4o_dog-run_s2'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
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2025-07-12 12:32:46,455 INFO MainThread:77321 [wandb_init.py:init():619] starting backend
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2025-07-12 12:32:46,455 INFO MainThread:77321 [wandb_init.py:init():623] setting up manager
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2025-07-12 12:32:46,466 INFO MainThread:77321 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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2025-07-12 12:32:46,470 INFO MainThread:77321 [wandb_init.py:init():631] backend started and connected
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2025-07-12 12:32:46,488 INFO MainThread:77321 [wandb_init.py:init():720] updated telemetry
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2025-07-12 12:32:46,614 INFO MainThread:77321 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
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2025-07-12 12:32:46,622 INFO MainThread:77321 [wandb_init.py:init():804] starting run threads in backend
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2025-07-12 12:32:52,737 INFO MainThread:77321 [wandb_run.py:_console_start():2380] atexit reg
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2025-07-12 12:32:52,738 INFO MainThread:77321 [wandb_run.py:_redirect():2235] redirect: wrap_raw
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2025-07-12 12:32:52,738 INFO MainThread:77321 [wandb_run.py:_redirect():2300] Wrapping output streams.
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2025-07-12 12:32:52,738 INFO MainThread:77321 [wandb_run.py:_redirect():2325] Redirects installed.
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2025-07-12 12:32:52,741 INFO MainThread:77321 [wandb_init.py:init():847] run started, returning control to user process
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dog-run/2/4o_dog-run_s2/wandb/offline-run-20250711_103423-7yw97yff/files/conda-environment.yaml
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name: moore
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channels:
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- conda-forge
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- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
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- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/
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| 6 |
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- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
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- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
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- defaults
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dependencies:
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- _libgcc_mutex=0.1=conda_forge
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- _openmp_mutex=4.5=2_gnu
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- bzip2=1.0.8=h4bc722e_7
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| 13 |
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- ca-certificates=2025.6.15=hbd8a1cb_0
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| 14 |
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- cloudpickle=3.1.1=pyhd8ed1ab_0
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| 15 |
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- gettext=0.24.1=h5888daf_0
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- gettext-tools=0.24.1=h5888daf_0
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| 17 |
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- glew=2.2.0=hcfb9eae_1
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| 18 |
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- glib=2.78.4=hf2295e7_4
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- glib-tools=2.78.4=hde27a5a_4
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- gym=0.21.0=py39hef51801_2
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| 21 |
+
- ld_impl_linux-64=2.43=h1423503_5
|
| 22 |
+
- libasprintf=0.24.1=h8e693c7_0
|
| 23 |
+
- libasprintf-devel=0.24.1=h8e693c7_0
|
| 24 |
+
- libblas=3.9.0=31_h59b9bed_openblas
|
| 25 |
+
- libcblas=3.9.0=31_he106b2a_openblas
|
| 26 |
+
- libegl=1.7.0=ha4b6fd6_2
|
| 27 |
+
- libexpat=2.7.0=h5888daf_0
|
| 28 |
+
- libffi=3.4.6=h2dba641_1
|
| 29 |
+
- libgcc=15.1.0=h767d61c_2
|
| 30 |
+
- libgcc-ng=15.1.0=h69a702a_2
|
| 31 |
+
- libgettextpo=0.24.1=h5888daf_0
|
| 32 |
+
- libgettextpo-devel=0.24.1=h5888daf_0
|
| 33 |
+
- libgfortran=15.1.0=h69a702a_2
|
| 34 |
+
- libgfortran5=15.1.0=hcea5267_2
|
| 35 |
+
- libgl=1.7.0=ha4b6fd6_2
|
| 36 |
+
- libglib=2.78.4=hf2295e7_4
|
| 37 |
+
- libglu=9.0.3=h5888daf_1
|
| 38 |
+
- libglvnd=1.7.0=ha4b6fd6_2
|
| 39 |
+
- libglx=1.7.0=ha4b6fd6_2
|
| 40 |
+
- libgomp=15.1.0=h767d61c_2
|
| 41 |
+
- libiconv=1.18=h4ce23a2_1
|
| 42 |
+
- liblapack=3.9.0=31_h7ac8fdf_openblas
|
| 43 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 44 |
+
- libnsl=2.0.1=hd590300_0
|
| 45 |
+
- libopenblas=0.3.29=pthreads_h94d23a6_0
|
| 46 |
+
- libopengl=1.7.0=ha4b6fd6_2
|
| 47 |
+
- libsqlite=3.50.1=hee588c1_0
|
| 48 |
+
- libstdcxx=15.1.0=h8f9b012_2
|
| 49 |
+
- libstdcxx-ng=15.1.0=h4852527_2
|
| 50 |
+
- libuuid=2.38.1=h0b41bf4_0
|
| 51 |
+
- libxcb=1.17.0=h8a09558_0
|
| 52 |
+
- libxcrypt=4.4.36=hd590300_1
|
| 53 |
+
- libzlib=1.3.1=hb9d3cd8_2
|
| 54 |
+
- ncurses=6.5=h2d0b736_3
|
| 55 |
+
- openssl=3.5.0=h7b32b05_1
|
| 56 |
+
- pcre2=10.43=hcad00b1_0
|
| 57 |
+
- pip=24.0=pyhd8ed1ab_0
|
| 58 |
+
- pthread-stubs=0.4=hb9d3cd8_1002
|
| 59 |
+
- python=3.9.23=hc30ae73_0_cpython
|
| 60 |
+
- python_abi=3.9=7_cp39
|
| 61 |
+
- readline=8.2=h8c095d6_2
|
| 62 |
+
- setuptools=80.9.0=pyhff2d567_0
|
| 63 |
+
- tk=8.6.13=noxft_hd72426e_102
|
| 64 |
+
- wheel=0.45.1=pyhd8ed1ab_1
|
| 65 |
+
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|
| 66 |
+
- xorg-libxau=1.0.12=hb9d3cd8_0
|
| 67 |
+
- xorg-libxdmcp=1.1.5=hb9d3cd8_0
|
| 68 |
+
- pip:
|
| 69 |
+
- absl-py==2.3.0
|
| 70 |
+
- aiohappyeyeballs==2.6.1
|
| 71 |
+
- aiohttp==3.12.13
|
| 72 |
+
- aiosignal==1.3.2
|
| 73 |
+
- antlr4-python3-runtime==4.9.3
|
| 74 |
+
- async-timeout==5.0.1
|
| 75 |
+
- attrs==25.3.0
|
| 76 |
+
- certifi==2025.6.15
|
| 77 |
+
- charset-normalizer==3.4.2
|
| 78 |
+
- click==8.1.8
|
| 79 |
+
- contextlib2==21.6.0
|
| 80 |
+
- contourpy==1.3.0
|
| 81 |
+
- cycler==0.12.1
|
| 82 |
+
- decorator==4.4.2
|
| 83 |
+
- dm-control==1.0.16
|
| 84 |
+
- dm-env==1.6
|
| 85 |
+
- dm-tree==0.1.8
|
| 86 |
+
- docker-pycreds==0.4.0
|
| 87 |
+
- etils==1.5.2
|
| 88 |
+
- farama-notifications==0.0.4
|
| 89 |
+
- ffmpeg==1.4
|
| 90 |
+
- filelock==3.18.0
|
| 91 |
+
- fonttools==4.58.4
|
| 92 |
+
- frozenlist==1.7.0
|
| 93 |
+
- fsspec==2025.5.1
|
| 94 |
+
- gitdb==4.0.12
|
| 95 |
+
- gitpython==3.1.44
|
| 96 |
+
- glfw==2.7.0
|
| 97 |
+
- grpcio==1.73.0
|
| 98 |
+
- gymnasium==1.1.1
|
| 99 |
+
- h5py==3.11.0
|
| 100 |
+
- hf-xet==1.1.4
|
| 101 |
+
- huggingface-hub==0.33.0
|
| 102 |
+
- hydra-core==1.3.2
|
| 103 |
+
- hydra-submitit-launcher==1.2.0
|
| 104 |
+
- idna==3.10
|
| 105 |
+
- imageio==2.34.1
|
| 106 |
+
- imageio-ffmpeg==0.4.9
|
| 107 |
+
- importlib-metadata==8.7.0
|
| 108 |
+
- importlib-resources==6.5.2
|
| 109 |
+
- inquirerpy==0.3.4
|
| 110 |
+
- jinja2==3.1.6
|
| 111 |
+
- kiwisolver==1.4.7
|
| 112 |
+
- kornia==0.7.2
|
| 113 |
+
- kornia-rs==0.1.9
|
| 114 |
+
- labmaze==1.0.6
|
| 115 |
+
- lightning-utilities==0.14.3
|
| 116 |
+
- lxml==5.4.0
|
| 117 |
+
- markdown==3.8
|
| 118 |
+
- markupsafe==3.0.2
|
| 119 |
+
- matplotlib==3.9.4
|
| 120 |
+
- ml-collections==0.1.1
|
| 121 |
+
- mocapact==0.1
|
| 122 |
+
- moviepy==1.0.3
|
| 123 |
+
- mpmath==1.3.0
|
| 124 |
+
- mujoco==3.1.2
|
| 125 |
+
- multidict==6.4.4
|
| 126 |
+
- networkx==3.2.1
|
| 127 |
+
- numpy==1.24.4
|
| 128 |
+
- nvidia-cublas-cu12==12.6.4.1
|
| 129 |
+
- nvidia-cuda-cupti-cu12==12.6.80
|
| 130 |
+
- nvidia-cuda-nvrtc-cu12==12.6.77
|
| 131 |
+
- nvidia-cuda-runtime-cu12==12.6.77
|
| 132 |
+
- nvidia-cudnn-cu12==9.5.1.17
|
| 133 |
+
- nvidia-cufft-cu12==11.3.0.4
|
| 134 |
+
- nvidia-cufile-cu12==1.11.1.6
|
| 135 |
+
- nvidia-curand-cu12==10.3.7.77
|
| 136 |
+
- nvidia-cusolver-cu12==11.7.1.2
|
| 137 |
+
- nvidia-cusparse-cu12==12.5.4.2
|
| 138 |
+
- nvidia-cusparselt-cu12==0.6.3
|
| 139 |
+
- nvidia-nccl-cu12==2.26.2
|
| 140 |
+
- nvidia-nvjitlink-cu12==12.6.85
|
| 141 |
+
- nvidia-nvtx-cu12==12.6.77
|
| 142 |
+
- omegaconf==2.3.0
|
| 143 |
+
- orjson==3.10.18
|
| 144 |
+
- packaging==25.0
|
| 145 |
+
- pandas==2.0.3
|
| 146 |
+
- pfzy==0.3.4
|
| 147 |
+
- pillow==11.2.1
|
| 148 |
+
- platformdirs==4.3.8
|
| 149 |
+
- proglog==0.1.12
|
| 150 |
+
- prompt-toolkit==3.0.51
|
| 151 |
+
- propcache==0.3.2
|
| 152 |
+
- protobuf==3.20.1
|
| 153 |
+
- psutil==7.0.0
|
| 154 |
+
- pydeprecate==0.3.2
|
| 155 |
+
- pyopengl==3.1.9
|
| 156 |
+
- pyparsing==3.2.3
|
| 157 |
+
- python-dateutil==2.9.0.post0
|
| 158 |
+
- pytorch-lightning==1.6.5.post0
|
| 159 |
+
- pytz==2025.2
|
| 160 |
+
- pyyaml==6.0.2
|
| 161 |
+
- requests==2.32.4
|
| 162 |
+
- scipy==1.13.1
|
| 163 |
+
- sentry-sdk==2.30.0
|
| 164 |
+
- setproctitle==1.3.6
|
| 165 |
+
- shimmy==2.0.0
|
| 166 |
+
- six==1.17.0
|
| 167 |
+
- smmap==5.0.2
|
| 168 |
+
- stable-baselines3==2.6.0
|
| 169 |
+
- submitit==1.5.1
|
| 170 |
+
- sympy==1.14.0
|
| 171 |
+
- tensorboard==2.19.0
|
| 172 |
+
- tensorboard-data-server==0.7.2
|
| 173 |
+
- tensordict==0.8.3
|
| 174 |
+
- termcolor==2.4.0
|
| 175 |
+
- torch==2.7.1
|
| 176 |
+
- torchaudio==2.7.1+cu118
|
| 177 |
+
- torchmetrics==1.7.3
|
| 178 |
+
- torchrl==0.8.1
|
| 179 |
+
- torchvision==0.22.1+cu118
|
| 180 |
+
- tqdm==4.66.4
|
| 181 |
+
- triton==3.3.1
|
| 182 |
+
- typing-extensions==4.14.0
|
| 183 |
+
- tzdata==2025.2
|
| 184 |
+
- urllib3==2.4.0
|
| 185 |
+
- wandb==0.17.4
|
| 186 |
+
- wcwidth==0.2.13
|
| 187 |
+
- werkzeug==3.1.3
|
| 188 |
+
- yarl==1.20.1
|
| 189 |
+
- zipp==3.23.0
|
| 190 |
+
prefix: /ceph/home/songchun01/miniconda3/envs/moore
|
dog-run/2/4o_dog-run_s2/wandb/offline-run-20250711_103423-7yw97yff/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,642 @@
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|
dog-run/2/4o_dog-run_s2/wandb/offline-run-20250711_103423-7yw97yff/logs/debug.log
ADDED
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2025-07-11 10:34:23,985 INFO MainThread:4158550 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
+
2025-07-11 10:34:23,986 INFO MainThread:4158550 [wandb_setup.py:_flush():76] Configure stats pid to 4158550
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2025-07-11 10:34:23,986 INFO MainThread:4158550 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
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+
2025-07-11 10:34:23,987 INFO MainThread:4158550 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-11/10-34-07/wandb/settings
|
| 5 |
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2025-07-11 10:34:23,987 INFO MainThread:4158550 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-11 10:34:23,987 INFO MainThread:4158550 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-11 10:34:23,987 INFO MainThread:4158550 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
|
| 8 |
+
2025-07-11 10:34:23,988 INFO MainThread:4158550 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/4o_dog-run_s2/wandb/offline-run-20250711_103423-7yw97yff/logs/debug.log
|
| 9 |
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2025-07-11 10:34:23,988 INFO MainThread:4158550 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/4o_dog-run_s2/wandb/offline-run-20250711_103423-7yw97yff/logs/debug-internal.log
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| 10 |
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2025-07-11 10:34:23,988 INFO MainThread:4158550 [wandb_init.py:init():569] calling init triggers
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| 11 |
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2025-07-11 10:34:23,989 INFO MainThread:4158550 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': '4o_dog-run_s2', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': True, 'n_experts': 4, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 2, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/4o_dog-run_s2'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-11 10:34:23,989 INFO MainThread:4158550 [wandb_init.py:init():619] starting backend
|
| 14 |
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2025-07-11 10:34:23,989 INFO MainThread:4158550 [wandb_init.py:init():623] setting up manager
|
| 15 |
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2025-07-11 10:34:23,997 INFO MainThread:4158550 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-11 10:34:23,999 INFO MainThread:4158550 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-11 10:34:24,013 INFO MainThread:4158550 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-11 10:34:24,116 INFO MainThread:4158550 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-11 10:34:24,126 INFO MainThread:4158550 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-11 10:34:30,066 INFO MainThread:4158550 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-11 10:34:30,066 INFO MainThread:4158550 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-11 10:34:30,066 INFO MainThread:4158550 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-11 10:34:30,067 INFO MainThread:4158550 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-11 10:34:30,070 INFO MainThread:4158550 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/2/4o_dog-run_s2/wandb/offline-run-20250712_123246-vobnvqoa/files/conda-environment.yaml
ADDED
|
@@ -0,0 +1,190 @@
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|
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|
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|
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|
|
|
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|
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|
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|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
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|
|
|
|
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|
|
|
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|
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|
|
|
|
|
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|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
|
|
|
| 1 |
+
name: moore
|
| 2 |
+
channels:
|
| 3 |
+
- conda-forge
|
| 4 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
|
| 5 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/
|
| 6 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
|
| 7 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
|
| 8 |
+
- defaults
|
| 9 |
+
dependencies:
|
| 10 |
+
- _libgcc_mutex=0.1=conda_forge
|
| 11 |
+
- _openmp_mutex=4.5=2_gnu
|
| 12 |
+
- bzip2=1.0.8=h4bc722e_7
|
| 13 |
+
- ca-certificates=2025.6.15=hbd8a1cb_0
|
| 14 |
+
- cloudpickle=3.1.1=pyhd8ed1ab_0
|
| 15 |
+
- gettext=0.24.1=h5888daf_0
|
| 16 |
+
- gettext-tools=0.24.1=h5888daf_0
|
| 17 |
+
- glew=2.2.0=hcfb9eae_1
|
| 18 |
+
- glib=2.78.4=hf2295e7_4
|
| 19 |
+
- glib-tools=2.78.4=hde27a5a_4
|
| 20 |
+
- gym=0.21.0=py39hef51801_2
|
| 21 |
+
- ld_impl_linux-64=2.43=h1423503_5
|
| 22 |
+
- libasprintf=0.24.1=h8e693c7_0
|
| 23 |
+
- libasprintf-devel=0.24.1=h8e693c7_0
|
| 24 |
+
- libblas=3.9.0=31_h59b9bed_openblas
|
| 25 |
+
- libcblas=3.9.0=31_he106b2a_openblas
|
| 26 |
+
- libegl=1.7.0=ha4b6fd6_2
|
| 27 |
+
- libexpat=2.7.0=h5888daf_0
|
| 28 |
+
- libffi=3.4.6=h2dba641_1
|
| 29 |
+
- libgcc=15.1.0=h767d61c_2
|
| 30 |
+
- libgcc-ng=15.1.0=h69a702a_2
|
| 31 |
+
- libgettextpo=0.24.1=h5888daf_0
|
| 32 |
+
- libgettextpo-devel=0.24.1=h5888daf_0
|
| 33 |
+
- libgfortran=15.1.0=h69a702a_2
|
| 34 |
+
- libgfortran5=15.1.0=hcea5267_2
|
| 35 |
+
- libgl=1.7.0=ha4b6fd6_2
|
| 36 |
+
- libglib=2.78.4=hf2295e7_4
|
| 37 |
+
- libglu=9.0.3=h5888daf_1
|
| 38 |
+
- libglvnd=1.7.0=ha4b6fd6_2
|
| 39 |
+
- libglx=1.7.0=ha4b6fd6_2
|
| 40 |
+
- libgomp=15.1.0=h767d61c_2
|
| 41 |
+
- libiconv=1.18=h4ce23a2_1
|
| 42 |
+
- liblapack=3.9.0=31_h7ac8fdf_openblas
|
| 43 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 44 |
+
- libnsl=2.0.1=hd590300_0
|
| 45 |
+
- libopenblas=0.3.29=pthreads_h94d23a6_0
|
| 46 |
+
- libopengl=1.7.0=ha4b6fd6_2
|
| 47 |
+
- libsqlite=3.50.1=hee588c1_0
|
| 48 |
+
- libstdcxx=15.1.0=h8f9b012_2
|
| 49 |
+
- libstdcxx-ng=15.1.0=h4852527_2
|
| 50 |
+
- libuuid=2.38.1=h0b41bf4_0
|
| 51 |
+
- libxcb=1.17.0=h8a09558_0
|
| 52 |
+
- libxcrypt=4.4.36=hd590300_1
|
| 53 |
+
- libzlib=1.3.1=hb9d3cd8_2
|
| 54 |
+
- ncurses=6.5=h2d0b736_3
|
| 55 |
+
- openssl=3.5.0=h7b32b05_1
|
| 56 |
+
- pcre2=10.43=hcad00b1_0
|
| 57 |
+
- pip=24.0=pyhd8ed1ab_0
|
| 58 |
+
- pthread-stubs=0.4=hb9d3cd8_1002
|
| 59 |
+
- python=3.9.23=hc30ae73_0_cpython
|
| 60 |
+
- python_abi=3.9=7_cp39
|
| 61 |
+
- readline=8.2=h8c095d6_2
|
| 62 |
+
- setuptools=80.9.0=pyhff2d567_0
|
| 63 |
+
- tk=8.6.13=noxft_hd72426e_102
|
| 64 |
+
- wheel=0.45.1=pyhd8ed1ab_1
|
| 65 |
+
- xorg-libx11=1.8.12=h4f16b4b_0
|
| 66 |
+
- xorg-libxau=1.0.12=hb9d3cd8_0
|
| 67 |
+
- xorg-libxdmcp=1.1.5=hb9d3cd8_0
|
| 68 |
+
- pip:
|
| 69 |
+
- absl-py==2.3.0
|
| 70 |
+
- aiohappyeyeballs==2.6.1
|
| 71 |
+
- aiohttp==3.12.13
|
| 72 |
+
- aiosignal==1.3.2
|
| 73 |
+
- antlr4-python3-runtime==4.9.3
|
| 74 |
+
- async-timeout==5.0.1
|
| 75 |
+
- attrs==25.3.0
|
| 76 |
+
- certifi==2025.6.15
|
| 77 |
+
- charset-normalizer==3.4.2
|
| 78 |
+
- click==8.1.8
|
| 79 |
+
- contextlib2==21.6.0
|
| 80 |
+
- contourpy==1.3.0
|
| 81 |
+
- cycler==0.12.1
|
| 82 |
+
- decorator==4.4.2
|
| 83 |
+
- dm-control==1.0.16
|
| 84 |
+
- dm-env==1.6
|
| 85 |
+
- dm-tree==0.1.8
|
| 86 |
+
- docker-pycreds==0.4.0
|
| 87 |
+
- etils==1.5.2
|
| 88 |
+
- farama-notifications==0.0.4
|
| 89 |
+
- ffmpeg==1.4
|
| 90 |
+
- filelock==3.18.0
|
| 91 |
+
- fonttools==4.58.4
|
| 92 |
+
- frozenlist==1.7.0
|
| 93 |
+
- fsspec==2025.5.1
|
| 94 |
+
- gitdb==4.0.12
|
| 95 |
+
- gitpython==3.1.44
|
| 96 |
+
- glfw==2.7.0
|
| 97 |
+
- grpcio==1.73.0
|
| 98 |
+
- gymnasium==1.1.1
|
| 99 |
+
- h5py==3.11.0
|
| 100 |
+
- hf-xet==1.1.4
|
| 101 |
+
- huggingface-hub==0.33.0
|
| 102 |
+
- hydra-core==1.3.2
|
| 103 |
+
- hydra-submitit-launcher==1.2.0
|
| 104 |
+
- idna==3.10
|
| 105 |
+
- imageio==2.34.1
|
| 106 |
+
- imageio-ffmpeg==0.4.9
|
| 107 |
+
- importlib-metadata==8.7.0
|
| 108 |
+
- importlib-resources==6.5.2
|
| 109 |
+
- inquirerpy==0.3.4
|
| 110 |
+
- jinja2==3.1.6
|
| 111 |
+
- kiwisolver==1.4.7
|
| 112 |
+
- kornia==0.7.2
|
| 113 |
+
- kornia-rs==0.1.9
|
| 114 |
+
- labmaze==1.0.6
|
| 115 |
+
- lightning-utilities==0.14.3
|
| 116 |
+
- lxml==5.4.0
|
| 117 |
+
- markdown==3.8
|
| 118 |
+
- markupsafe==3.0.2
|
| 119 |
+
- matplotlib==3.9.4
|
| 120 |
+
- ml-collections==0.1.1
|
| 121 |
+
- mocapact==0.1
|
| 122 |
+
- moviepy==1.0.3
|
| 123 |
+
- mpmath==1.3.0
|
| 124 |
+
- mujoco==3.1.2
|
| 125 |
+
- multidict==6.4.4
|
| 126 |
+
- networkx==3.2.1
|
| 127 |
+
- numpy==1.24.4
|
| 128 |
+
- nvidia-cublas-cu12==12.6.4.1
|
| 129 |
+
- nvidia-cuda-cupti-cu12==12.6.80
|
| 130 |
+
- nvidia-cuda-nvrtc-cu12==12.6.77
|
| 131 |
+
- nvidia-cuda-runtime-cu12==12.6.77
|
| 132 |
+
- nvidia-cudnn-cu12==9.5.1.17
|
| 133 |
+
- nvidia-cufft-cu12==11.3.0.4
|
| 134 |
+
- nvidia-cufile-cu12==1.11.1.6
|
| 135 |
+
- nvidia-curand-cu12==10.3.7.77
|
| 136 |
+
- nvidia-cusolver-cu12==11.7.1.2
|
| 137 |
+
- nvidia-cusparse-cu12==12.5.4.2
|
| 138 |
+
- nvidia-cusparselt-cu12==0.6.3
|
| 139 |
+
- nvidia-nccl-cu12==2.26.2
|
| 140 |
+
- nvidia-nvjitlink-cu12==12.6.85
|
| 141 |
+
- nvidia-nvtx-cu12==12.6.77
|
| 142 |
+
- omegaconf==2.3.0
|
| 143 |
+
- orjson==3.10.18
|
| 144 |
+
- packaging==25.0
|
| 145 |
+
- pandas==2.0.3
|
| 146 |
+
- pfzy==0.3.4
|
| 147 |
+
- pillow==11.2.1
|
| 148 |
+
- platformdirs==4.3.8
|
| 149 |
+
- proglog==0.1.12
|
| 150 |
+
- prompt-toolkit==3.0.51
|
| 151 |
+
- propcache==0.3.2
|
| 152 |
+
- protobuf==3.20.1
|
| 153 |
+
- psutil==7.0.0
|
| 154 |
+
- pydeprecate==0.3.2
|
| 155 |
+
- pyopengl==3.1.9
|
| 156 |
+
- pyparsing==3.2.3
|
| 157 |
+
- python-dateutil==2.9.0.post0
|
| 158 |
+
- pytorch-lightning==1.6.5.post0
|
| 159 |
+
- pytz==2025.2
|
| 160 |
+
- pyyaml==6.0.2
|
| 161 |
+
- requests==2.32.4
|
| 162 |
+
- scipy==1.13.1
|
| 163 |
+
- sentry-sdk==2.30.0
|
| 164 |
+
- setproctitle==1.3.6
|
| 165 |
+
- shimmy==2.0.0
|
| 166 |
+
- six==1.17.0
|
| 167 |
+
- smmap==5.0.2
|
| 168 |
+
- stable-baselines3==2.6.0
|
| 169 |
+
- submitit==1.5.1
|
| 170 |
+
- sympy==1.14.0
|
| 171 |
+
- tensorboard==2.19.0
|
| 172 |
+
- tensorboard-data-server==0.7.2
|
| 173 |
+
- tensordict==0.8.3
|
| 174 |
+
- termcolor==2.4.0
|
| 175 |
+
- torch==2.7.1
|
| 176 |
+
- torchaudio==2.7.1+cu118
|
| 177 |
+
- torchmetrics==1.7.3
|
| 178 |
+
- torchrl==0.8.1
|
| 179 |
+
- torchvision==0.22.1+cu118
|
| 180 |
+
- tqdm==4.66.4
|
| 181 |
+
- triton==3.3.1
|
| 182 |
+
- typing-extensions==4.14.0
|
| 183 |
+
- tzdata==2025.2
|
| 184 |
+
- urllib3==2.4.0
|
| 185 |
+
- wandb==0.17.4
|
| 186 |
+
- wcwidth==0.2.13
|
| 187 |
+
- werkzeug==3.1.3
|
| 188 |
+
- yarl==1.20.1
|
| 189 |
+
- zipp==3.23.0
|
| 190 |
+
prefix: /ceph/home/songchun01/miniconda3/envs/moore
|
dog-run/2/4o_dog-run_s2/wandb/offline-run-20250712_123246-vobnvqoa/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,642 @@
|
|
|
|
|
|
|
|
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|
|
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|
| 636 |
+
"memory_total": 25769803776
|
| 637 |
+
}
|
| 638 |
+
],
|
| 639 |
+
"memory": {
|
| 640 |
+
"total": 377.28556060791016
|
| 641 |
+
}
|
| 642 |
+
}
|
dog-run/2/4o_dog-run_s2/wandb/offline-run-20250712_123246-vobnvqoa/logs/debug.log
ADDED
|
@@ -0,0 +1,24 @@
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| 1 |
+
2025-07-12 12:32:46,451 INFO MainThread:77321 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
+
2025-07-12 12:32:46,451 INFO MainThread:77321 [wandb_setup.py:_flush():76] Configure stats pid to 77321
|
| 3 |
+
2025-07-12 12:32:46,452 INFO MainThread:77321 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-12 12:32:46,452 INFO MainThread:77321 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-12/12-32-30/wandb/settings
|
| 5 |
+
2025-07-12 12:32:46,452 INFO MainThread:77321 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-12 12:32:46,453 INFO MainThread:77321 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-12 12:32:46,453 INFO MainThread:77321 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
|
| 8 |
+
2025-07-12 12:32:46,453 INFO MainThread:77321 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/4o_dog-run_s2/wandb/offline-run-20250712_123246-vobnvqoa/logs/debug.log
|
| 9 |
+
2025-07-12 12:32:46,454 INFO MainThread:77321 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/4o_dog-run_s2/wandb/offline-run-20250712_123246-vobnvqoa/logs/debug-internal.log
|
| 10 |
+
2025-07-12 12:32:46,454 INFO MainThread:77321 [wandb_init.py:init():569] calling init triggers
|
| 11 |
+
2025-07-12 12:32:46,455 INFO MainThread:77321 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': '4o_dog-run_s2', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': True, 'n_experts': 4, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 2, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/4o_dog-run_s2'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-12 12:32:46,455 INFO MainThread:77321 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-12 12:32:46,455 INFO MainThread:77321 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-12 12:32:46,466 INFO MainThread:77321 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-12 12:32:46,470 INFO MainThread:77321 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-12 12:32:46,488 INFO MainThread:77321 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-12 12:32:46,614 INFO MainThread:77321 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-12 12:32:46,622 INFO MainThread:77321 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-12 12:32:52,737 INFO MainThread:77321 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-12 12:32:52,738 INFO MainThread:77321 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-12 12:32:52,738 INFO MainThread:77321 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-12 12:32:52,738 INFO MainThread:77321 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-12 12:32:52,741 INFO MainThread:77321 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/2/6o_dog-run_s2/eval.csv
ADDED
|
@@ -0,0 +1,9 @@
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|
| 1 |
+
step,episode_reward
|
| 2 |
+
0.0,5.541227340698242
|
| 3 |
+
50000.0,17.42798614501953
|
| 4 |
+
100000.0,43.45988845825195
|
| 5 |
+
150000.0,79.69357299804688
|
| 6 |
+
200000.0,93.46736145019531
|
| 7 |
+
250000.0,98.40349578857422
|
| 8 |
+
300000.0,104.37696838378906
|
| 9 |
+
350000.0,101.85968017578125
|
dog-run/2/6o_dog-run_s2/wandb/debug.log
ADDED
|
@@ -0,0 +1,24 @@
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| 1 |
+
2025-07-12 12:32:46,777 INFO MainThread:77342 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
+
2025-07-12 12:32:46,778 INFO MainThread:77342 [wandb_setup.py:_flush():76] Configure stats pid to 77342
|
| 3 |
+
2025-07-12 12:32:46,778 INFO MainThread:77342 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-12 12:32:46,778 INFO MainThread:77342 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-12/12-32-30/wandb/settings
|
| 5 |
+
2025-07-12 12:32:46,779 INFO MainThread:77342 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-12 12:32:46,779 INFO MainThread:77342 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-12 12:32:46,779 INFO MainThread:77342 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
|
| 8 |
+
2025-07-12 12:32:46,779 INFO MainThread:77342 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/6o_dog-run_s2/wandb/offline-run-20250712_123246-geqoxasl/logs/debug.log
|
| 9 |
+
2025-07-12 12:32:46,780 INFO MainThread:77342 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/6o_dog-run_s2/wandb/offline-run-20250712_123246-geqoxasl/logs/debug-internal.log
|
| 10 |
+
2025-07-12 12:32:46,780 INFO MainThread:77342 [wandb_init.py:init():569] calling init triggers
|
| 11 |
+
2025-07-12 12:32:46,780 INFO MainThread:77342 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': '6o_dog-run_s2', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': True, 'n_experts': 6, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 2, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/6o_dog-run_s2'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-12 12:32:46,780 INFO MainThread:77342 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-12 12:32:46,781 INFO MainThread:77342 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-12 12:32:46,788 INFO MainThread:77342 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-12 12:32:46,790 INFO MainThread:77342 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-12 12:32:46,801 INFO MainThread:77342 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-12 12:32:46,902 INFO MainThread:77342 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-12 12:32:46,908 INFO MainThread:77342 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-12 12:32:53,029 INFO MainThread:77342 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-12 12:32:53,029 INFO MainThread:77342 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-12 12:32:53,030 INFO MainThread:77342 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-12 12:32:53,030 INFO MainThread:77342 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-12 12:32:53,032 INFO MainThread:77342 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/2/6o_dog-run_s2/wandb/offline-run-20250711_103424-1oql9lcr/files/conda-environment.yaml
ADDED
|
@@ -0,0 +1,190 @@
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|
| 1 |
+
name: moore
|
| 2 |
+
channels:
|
| 3 |
+
- conda-forge
|
| 4 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
|
| 5 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/
|
| 6 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
|
| 7 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
|
| 8 |
+
- defaults
|
| 9 |
+
dependencies:
|
| 10 |
+
- _libgcc_mutex=0.1=conda_forge
|
| 11 |
+
- _openmp_mutex=4.5=2_gnu
|
| 12 |
+
- bzip2=1.0.8=h4bc722e_7
|
| 13 |
+
- ca-certificates=2025.6.15=hbd8a1cb_0
|
| 14 |
+
- cloudpickle=3.1.1=pyhd8ed1ab_0
|
| 15 |
+
- gettext=0.24.1=h5888daf_0
|
| 16 |
+
- gettext-tools=0.24.1=h5888daf_0
|
| 17 |
+
- glew=2.2.0=hcfb9eae_1
|
| 18 |
+
- glib=2.78.4=hf2295e7_4
|
| 19 |
+
- glib-tools=2.78.4=hde27a5a_4
|
| 20 |
+
- gym=0.21.0=py39hef51801_2
|
| 21 |
+
- ld_impl_linux-64=2.43=h1423503_5
|
| 22 |
+
- libasprintf=0.24.1=h8e693c7_0
|
| 23 |
+
- libasprintf-devel=0.24.1=h8e693c7_0
|
| 24 |
+
- libblas=3.9.0=31_h59b9bed_openblas
|
| 25 |
+
- libcblas=3.9.0=31_he106b2a_openblas
|
| 26 |
+
- libegl=1.7.0=ha4b6fd6_2
|
| 27 |
+
- libexpat=2.7.0=h5888daf_0
|
| 28 |
+
- libffi=3.4.6=h2dba641_1
|
| 29 |
+
- libgcc=15.1.0=h767d61c_2
|
| 30 |
+
- libgcc-ng=15.1.0=h69a702a_2
|
| 31 |
+
- libgettextpo=0.24.1=h5888daf_0
|
| 32 |
+
- libgettextpo-devel=0.24.1=h5888daf_0
|
| 33 |
+
- libgfortran=15.1.0=h69a702a_2
|
| 34 |
+
- libgfortran5=15.1.0=hcea5267_2
|
| 35 |
+
- libgl=1.7.0=ha4b6fd6_2
|
| 36 |
+
- libglib=2.78.4=hf2295e7_4
|
| 37 |
+
- libglu=9.0.3=h5888daf_1
|
| 38 |
+
- libglvnd=1.7.0=ha4b6fd6_2
|
| 39 |
+
- libglx=1.7.0=ha4b6fd6_2
|
| 40 |
+
- libgomp=15.1.0=h767d61c_2
|
| 41 |
+
- libiconv=1.18=h4ce23a2_1
|
| 42 |
+
- liblapack=3.9.0=31_h7ac8fdf_openblas
|
| 43 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 44 |
+
- libnsl=2.0.1=hd590300_0
|
| 45 |
+
- libopenblas=0.3.29=pthreads_h94d23a6_0
|
| 46 |
+
- libopengl=1.7.0=ha4b6fd6_2
|
| 47 |
+
- libsqlite=3.50.1=hee588c1_0
|
| 48 |
+
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|
| 49 |
+
- libstdcxx-ng=15.1.0=h4852527_2
|
| 50 |
+
- libuuid=2.38.1=h0b41bf4_0
|
| 51 |
+
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|
| 52 |
+
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|
| 53 |
+
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|
| 54 |
+
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|
| 55 |
+
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|
| 56 |
+
- pcre2=10.43=hcad00b1_0
|
| 57 |
+
- pip=24.0=pyhd8ed1ab_0
|
| 58 |
+
- pthread-stubs=0.4=hb9d3cd8_1002
|
| 59 |
+
- python=3.9.23=hc30ae73_0_cpython
|
| 60 |
+
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|
| 61 |
+
- readline=8.2=h8c095d6_2
|
| 62 |
+
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|
| 63 |
+
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
+
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|
| 68 |
+
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|
| 69 |
+
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|
| 70 |
+
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|
| 71 |
+
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|
| 72 |
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|
| 73 |
+
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|
| 74 |
+
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|
| 75 |
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|
| 76 |
+
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|
| 77 |
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|
| 78 |
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|
| 79 |
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|
| 80 |
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|
| 81 |
+
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|
| 82 |
+
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|
| 83 |
+
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|
| 84 |
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|
| 85 |
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|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
| 93 |
+
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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|
| 99 |
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|
| 100 |
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|
| 101 |
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|
| 102 |
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|
| 103 |
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|
| 104 |
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|
| 105 |
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|
| 106 |
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|
| 107 |
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|
| 108 |
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|
| 109 |
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|
| 110 |
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|
| 111 |
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|
| 112 |
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|
| 113 |
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|
| 114 |
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|
| 115 |
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|
| 116 |
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|
| 117 |
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|
| 118 |
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|
| 119 |
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|
| 120 |
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|
| 121 |
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|
| 122 |
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|
| 123 |
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|
| 124 |
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|
| 125 |
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|
| 126 |
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|
| 127 |
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|
| 128 |
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|
| 129 |
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|
| 130 |
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|
| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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|
| 138 |
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|
| 139 |
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|
| 140 |
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|
| 141 |
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|
| 142 |
+
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|
| 143 |
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|
| 144 |
+
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|
| 145 |
+
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|
| 146 |
+
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|
| 147 |
+
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|
| 148 |
+
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|
| 149 |
+
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|
| 150 |
+
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|
| 151 |
+
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|
| 152 |
+
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|
| 153 |
+
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|
| 154 |
+
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|
| 155 |
+
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|
| 156 |
+
- pyparsing==3.2.3
|
| 157 |
+
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|
| 158 |
+
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|
| 159 |
+
- pytz==2025.2
|
| 160 |
+
- pyyaml==6.0.2
|
| 161 |
+
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|
| 162 |
+
- scipy==1.13.1
|
| 163 |
+
- sentry-sdk==2.30.0
|
| 164 |
+
- setproctitle==1.3.6
|
| 165 |
+
- shimmy==2.0.0
|
| 166 |
+
- six==1.17.0
|
| 167 |
+
- smmap==5.0.2
|
| 168 |
+
- stable-baselines3==2.6.0
|
| 169 |
+
- submitit==1.5.1
|
| 170 |
+
- sympy==1.14.0
|
| 171 |
+
- tensorboard==2.19.0
|
| 172 |
+
- tensorboard-data-server==0.7.2
|
| 173 |
+
- tensordict==0.8.3
|
| 174 |
+
- termcolor==2.4.0
|
| 175 |
+
- torch==2.7.1
|
| 176 |
+
- torchaudio==2.7.1+cu118
|
| 177 |
+
- torchmetrics==1.7.3
|
| 178 |
+
- torchrl==0.8.1
|
| 179 |
+
- torchvision==0.22.1+cu118
|
| 180 |
+
- tqdm==4.66.4
|
| 181 |
+
- triton==3.3.1
|
| 182 |
+
- typing-extensions==4.14.0
|
| 183 |
+
- tzdata==2025.2
|
| 184 |
+
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|
| 185 |
+
- wandb==0.17.4
|
| 186 |
+
- wcwidth==0.2.13
|
| 187 |
+
- werkzeug==3.1.3
|
| 188 |
+
- yarl==1.20.1
|
| 189 |
+
- zipp==3.23.0
|
| 190 |
+
prefix: /ceph/home/songchun01/miniconda3/envs/moore
|
dog-run/2/6o_dog-run_s2/wandb/offline-run-20250711_103424-1oql9lcr/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,642 @@
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|
dog-run/2/6o_dog-run_s2/wandb/offline-run-20250711_103424-1oql9lcr/logs/debug.log
ADDED
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2025-07-11 10:34:24,150 INFO MainThread:4158571 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
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2025-07-11 10:34:24,151 INFO MainThread:4158571 [wandb_setup.py:_flush():76] Configure stats pid to 4158571
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2025-07-11 10:34:24,151 INFO MainThread:4158571 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-11 10:34:24,151 INFO MainThread:4158571 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-11/10-34-07/wandb/settings
|
| 5 |
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2025-07-11 10:34:24,152 INFO MainThread:4158571 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-11 10:34:24,152 INFO MainThread:4158571 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-11 10:34:24,152 INFO MainThread:4158571 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
|
| 8 |
+
2025-07-11 10:34:24,152 INFO MainThread:4158571 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/6o_dog-run_s2/wandb/offline-run-20250711_103424-1oql9lcr/logs/debug.log
|
| 9 |
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2025-07-11 10:34:24,153 INFO MainThread:4158571 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/6o_dog-run_s2/wandb/offline-run-20250711_103424-1oql9lcr/logs/debug-internal.log
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| 10 |
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2025-07-11 10:34:24,153 INFO MainThread:4158571 [wandb_init.py:init():569] calling init triggers
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| 11 |
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2025-07-11 10:34:24,153 INFO MainThread:4158571 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': '6o_dog-run_s2', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': True, 'n_experts': 6, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 2, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/6o_dog-run_s2'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-11 10:34:24,154 INFO MainThread:4158571 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-11 10:34:24,154 INFO MainThread:4158571 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-11 10:34:24,163 INFO MainThread:4158571 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-11 10:34:24,165 INFO MainThread:4158571 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-11 10:34:24,180 INFO MainThread:4158571 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-11 10:34:24,290 INFO MainThread:4158571 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-11 10:34:24,298 INFO MainThread:4158571 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-11 10:34:30,258 INFO MainThread:4158571 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-11 10:34:30,258 INFO MainThread:4158571 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-11 10:34:30,259 INFO MainThread:4158571 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-11 10:34:30,259 INFO MainThread:4158571 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-11 10:34:30,262 INFO MainThread:4158571 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/2/6o_dog-run_s2/wandb/offline-run-20250712_123246-geqoxasl/files/conda-environment.yaml
ADDED
|
@@ -0,0 +1,190 @@
|
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|
|
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|
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|
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|
|
|
|
|
|
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|
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|
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|
|
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|
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|
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|
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|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
|
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|
|
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|
|
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|
|
|
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|
|
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|
|
|
|
|
|
|
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|
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|
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|
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|
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|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
name: moore
|
| 2 |
+
channels:
|
| 3 |
+
- conda-forge
|
| 4 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
|
| 5 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/
|
| 6 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
|
| 7 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
|
| 8 |
+
- defaults
|
| 9 |
+
dependencies:
|
| 10 |
+
- _libgcc_mutex=0.1=conda_forge
|
| 11 |
+
- _openmp_mutex=4.5=2_gnu
|
| 12 |
+
- bzip2=1.0.8=h4bc722e_7
|
| 13 |
+
- ca-certificates=2025.6.15=hbd8a1cb_0
|
| 14 |
+
- cloudpickle=3.1.1=pyhd8ed1ab_0
|
| 15 |
+
- gettext=0.24.1=h5888daf_0
|
| 16 |
+
- gettext-tools=0.24.1=h5888daf_0
|
| 17 |
+
- glew=2.2.0=hcfb9eae_1
|
| 18 |
+
- glib=2.78.4=hf2295e7_4
|
| 19 |
+
- glib-tools=2.78.4=hde27a5a_4
|
| 20 |
+
- gym=0.21.0=py39hef51801_2
|
| 21 |
+
- ld_impl_linux-64=2.43=h1423503_5
|
| 22 |
+
- libasprintf=0.24.1=h8e693c7_0
|
| 23 |
+
- libasprintf-devel=0.24.1=h8e693c7_0
|
| 24 |
+
- libblas=3.9.0=31_h59b9bed_openblas
|
| 25 |
+
- libcblas=3.9.0=31_he106b2a_openblas
|
| 26 |
+
- libegl=1.7.0=ha4b6fd6_2
|
| 27 |
+
- libexpat=2.7.0=h5888daf_0
|
| 28 |
+
- libffi=3.4.6=h2dba641_1
|
| 29 |
+
- libgcc=15.1.0=h767d61c_2
|
| 30 |
+
- libgcc-ng=15.1.0=h69a702a_2
|
| 31 |
+
- libgettextpo=0.24.1=h5888daf_0
|
| 32 |
+
- libgettextpo-devel=0.24.1=h5888daf_0
|
| 33 |
+
- libgfortran=15.1.0=h69a702a_2
|
| 34 |
+
- libgfortran5=15.1.0=hcea5267_2
|
| 35 |
+
- libgl=1.7.0=ha4b6fd6_2
|
| 36 |
+
- libglib=2.78.4=hf2295e7_4
|
| 37 |
+
- libglu=9.0.3=h5888daf_1
|
| 38 |
+
- libglvnd=1.7.0=ha4b6fd6_2
|
| 39 |
+
- libglx=1.7.0=ha4b6fd6_2
|
| 40 |
+
- libgomp=15.1.0=h767d61c_2
|
| 41 |
+
- libiconv=1.18=h4ce23a2_1
|
| 42 |
+
- liblapack=3.9.0=31_h7ac8fdf_openblas
|
| 43 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 44 |
+
- libnsl=2.0.1=hd590300_0
|
| 45 |
+
- libopenblas=0.3.29=pthreads_h94d23a6_0
|
| 46 |
+
- libopengl=1.7.0=ha4b6fd6_2
|
| 47 |
+
- libsqlite=3.50.1=hee588c1_0
|
| 48 |
+
- libstdcxx=15.1.0=h8f9b012_2
|
| 49 |
+
- libstdcxx-ng=15.1.0=h4852527_2
|
| 50 |
+
- libuuid=2.38.1=h0b41bf4_0
|
| 51 |
+
- libxcb=1.17.0=h8a09558_0
|
| 52 |
+
- libxcrypt=4.4.36=hd590300_1
|
| 53 |
+
- libzlib=1.3.1=hb9d3cd8_2
|
| 54 |
+
- ncurses=6.5=h2d0b736_3
|
| 55 |
+
- openssl=3.5.0=h7b32b05_1
|
| 56 |
+
- pcre2=10.43=hcad00b1_0
|
| 57 |
+
- pip=24.0=pyhd8ed1ab_0
|
| 58 |
+
- pthread-stubs=0.4=hb9d3cd8_1002
|
| 59 |
+
- python=3.9.23=hc30ae73_0_cpython
|
| 60 |
+
- python_abi=3.9=7_cp39
|
| 61 |
+
- readline=8.2=h8c095d6_2
|
| 62 |
+
- setuptools=80.9.0=pyhff2d567_0
|
| 63 |
+
- tk=8.6.13=noxft_hd72426e_102
|
| 64 |
+
- wheel=0.45.1=pyhd8ed1ab_1
|
| 65 |
+
- xorg-libx11=1.8.12=h4f16b4b_0
|
| 66 |
+
- xorg-libxau=1.0.12=hb9d3cd8_0
|
| 67 |
+
- xorg-libxdmcp=1.1.5=hb9d3cd8_0
|
| 68 |
+
- pip:
|
| 69 |
+
- absl-py==2.3.0
|
| 70 |
+
- aiohappyeyeballs==2.6.1
|
| 71 |
+
- aiohttp==3.12.13
|
| 72 |
+
- aiosignal==1.3.2
|
| 73 |
+
- antlr4-python3-runtime==4.9.3
|
| 74 |
+
- async-timeout==5.0.1
|
| 75 |
+
- attrs==25.3.0
|
| 76 |
+
- certifi==2025.6.15
|
| 77 |
+
- charset-normalizer==3.4.2
|
| 78 |
+
- click==8.1.8
|
| 79 |
+
- contextlib2==21.6.0
|
| 80 |
+
- contourpy==1.3.0
|
| 81 |
+
- cycler==0.12.1
|
| 82 |
+
- decorator==4.4.2
|
| 83 |
+
- dm-control==1.0.16
|
| 84 |
+
- dm-env==1.6
|
| 85 |
+
- dm-tree==0.1.8
|
| 86 |
+
- docker-pycreds==0.4.0
|
| 87 |
+
- etils==1.5.2
|
| 88 |
+
- farama-notifications==0.0.4
|
| 89 |
+
- ffmpeg==1.4
|
| 90 |
+
- filelock==3.18.0
|
| 91 |
+
- fonttools==4.58.4
|
| 92 |
+
- frozenlist==1.7.0
|
| 93 |
+
- fsspec==2025.5.1
|
| 94 |
+
- gitdb==4.0.12
|
| 95 |
+
- gitpython==3.1.44
|
| 96 |
+
- glfw==2.7.0
|
| 97 |
+
- grpcio==1.73.0
|
| 98 |
+
- gymnasium==1.1.1
|
| 99 |
+
- h5py==3.11.0
|
| 100 |
+
- hf-xet==1.1.4
|
| 101 |
+
- huggingface-hub==0.33.0
|
| 102 |
+
- hydra-core==1.3.2
|
| 103 |
+
- hydra-submitit-launcher==1.2.0
|
| 104 |
+
- idna==3.10
|
| 105 |
+
- imageio==2.34.1
|
| 106 |
+
- imageio-ffmpeg==0.4.9
|
| 107 |
+
- importlib-metadata==8.7.0
|
| 108 |
+
- importlib-resources==6.5.2
|
| 109 |
+
- inquirerpy==0.3.4
|
| 110 |
+
- jinja2==3.1.6
|
| 111 |
+
- kiwisolver==1.4.7
|
| 112 |
+
- kornia==0.7.2
|
| 113 |
+
- kornia-rs==0.1.9
|
| 114 |
+
- labmaze==1.0.6
|
| 115 |
+
- lightning-utilities==0.14.3
|
| 116 |
+
- lxml==5.4.0
|
| 117 |
+
- markdown==3.8
|
| 118 |
+
- markupsafe==3.0.2
|
| 119 |
+
- matplotlib==3.9.4
|
| 120 |
+
- ml-collections==0.1.1
|
| 121 |
+
- mocapact==0.1
|
| 122 |
+
- moviepy==1.0.3
|
| 123 |
+
- mpmath==1.3.0
|
| 124 |
+
- mujoco==3.1.2
|
| 125 |
+
- multidict==6.4.4
|
| 126 |
+
- networkx==3.2.1
|
| 127 |
+
- numpy==1.24.4
|
| 128 |
+
- nvidia-cublas-cu12==12.6.4.1
|
| 129 |
+
- nvidia-cuda-cupti-cu12==12.6.80
|
| 130 |
+
- nvidia-cuda-nvrtc-cu12==12.6.77
|
| 131 |
+
- nvidia-cuda-runtime-cu12==12.6.77
|
| 132 |
+
- nvidia-cudnn-cu12==9.5.1.17
|
| 133 |
+
- nvidia-cufft-cu12==11.3.0.4
|
| 134 |
+
- nvidia-cufile-cu12==1.11.1.6
|
| 135 |
+
- nvidia-curand-cu12==10.3.7.77
|
| 136 |
+
- nvidia-cusolver-cu12==11.7.1.2
|
| 137 |
+
- nvidia-cusparse-cu12==12.5.4.2
|
| 138 |
+
- nvidia-cusparselt-cu12==0.6.3
|
| 139 |
+
- nvidia-nccl-cu12==2.26.2
|
| 140 |
+
- nvidia-nvjitlink-cu12==12.6.85
|
| 141 |
+
- nvidia-nvtx-cu12==12.6.77
|
| 142 |
+
- omegaconf==2.3.0
|
| 143 |
+
- orjson==3.10.18
|
| 144 |
+
- packaging==25.0
|
| 145 |
+
- pandas==2.0.3
|
| 146 |
+
- pfzy==0.3.4
|
| 147 |
+
- pillow==11.2.1
|
| 148 |
+
- platformdirs==4.3.8
|
| 149 |
+
- proglog==0.1.12
|
| 150 |
+
- prompt-toolkit==3.0.51
|
| 151 |
+
- propcache==0.3.2
|
| 152 |
+
- protobuf==3.20.1
|
| 153 |
+
- psutil==7.0.0
|
| 154 |
+
- pydeprecate==0.3.2
|
| 155 |
+
- pyopengl==3.1.9
|
| 156 |
+
- pyparsing==3.2.3
|
| 157 |
+
- python-dateutil==2.9.0.post0
|
| 158 |
+
- pytorch-lightning==1.6.5.post0
|
| 159 |
+
- pytz==2025.2
|
| 160 |
+
- pyyaml==6.0.2
|
| 161 |
+
- requests==2.32.4
|
| 162 |
+
- scipy==1.13.1
|
| 163 |
+
- sentry-sdk==2.30.0
|
| 164 |
+
- setproctitle==1.3.6
|
| 165 |
+
- shimmy==2.0.0
|
| 166 |
+
- six==1.17.0
|
| 167 |
+
- smmap==5.0.2
|
| 168 |
+
- stable-baselines3==2.6.0
|
| 169 |
+
- submitit==1.5.1
|
| 170 |
+
- sympy==1.14.0
|
| 171 |
+
- tensorboard==2.19.0
|
| 172 |
+
- tensorboard-data-server==0.7.2
|
| 173 |
+
- tensordict==0.8.3
|
| 174 |
+
- termcolor==2.4.0
|
| 175 |
+
- torch==2.7.1
|
| 176 |
+
- torchaudio==2.7.1+cu118
|
| 177 |
+
- torchmetrics==1.7.3
|
| 178 |
+
- torchrl==0.8.1
|
| 179 |
+
- torchvision==0.22.1+cu118
|
| 180 |
+
- tqdm==4.66.4
|
| 181 |
+
- triton==3.3.1
|
| 182 |
+
- typing-extensions==4.14.0
|
| 183 |
+
- tzdata==2025.2
|
| 184 |
+
- urllib3==2.4.0
|
| 185 |
+
- wandb==0.17.4
|
| 186 |
+
- wcwidth==0.2.13
|
| 187 |
+
- werkzeug==3.1.3
|
| 188 |
+
- yarl==1.20.1
|
| 189 |
+
- zipp==3.23.0
|
| 190 |
+
prefix: /ceph/home/songchun01/miniconda3/envs/moore
|
dog-run/2/6o_dog-run_s2/wandb/offline-run-20250712_123246-geqoxasl/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,642 @@
|
|
|
|
|
|
|
|
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|
|
|
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|
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| 631 |
+
"name": "NVIDIA GeForce RTX 3090",
|
| 632 |
+
"memory_total": 25769803776
|
| 633 |
+
},
|
| 634 |
+
{
|
| 635 |
+
"name": "NVIDIA GeForce RTX 3090",
|
| 636 |
+
"memory_total": 25769803776
|
| 637 |
+
}
|
| 638 |
+
],
|
| 639 |
+
"memory": {
|
| 640 |
+
"total": 377.28556060791016
|
| 641 |
+
}
|
| 642 |
+
}
|
dog-run/2/6o_dog-run_s2/wandb/offline-run-20250712_123246-geqoxasl/logs/debug.log
ADDED
|
@@ -0,0 +1,24 @@
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| 1 |
+
2025-07-12 12:32:46,777 INFO MainThread:77342 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
+
2025-07-12 12:32:46,778 INFO MainThread:77342 [wandb_setup.py:_flush():76] Configure stats pid to 77342
|
| 3 |
+
2025-07-12 12:32:46,778 INFO MainThread:77342 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-12 12:32:46,778 INFO MainThread:77342 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-12/12-32-30/wandb/settings
|
| 5 |
+
2025-07-12 12:32:46,779 INFO MainThread:77342 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-12 12:32:46,779 INFO MainThread:77342 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-12 12:32:46,779 INFO MainThread:77342 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
|
| 8 |
+
2025-07-12 12:32:46,779 INFO MainThread:77342 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/6o_dog-run_s2/wandb/offline-run-20250712_123246-geqoxasl/logs/debug.log
|
| 9 |
+
2025-07-12 12:32:46,780 INFO MainThread:77342 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/6o_dog-run_s2/wandb/offline-run-20250712_123246-geqoxasl/logs/debug-internal.log
|
| 10 |
+
2025-07-12 12:32:46,780 INFO MainThread:77342 [wandb_init.py:init():569] calling init triggers
|
| 11 |
+
2025-07-12 12:32:46,780 INFO MainThread:77342 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': '6o_dog-run_s2', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': True, 'n_experts': 6, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 2, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/6o_dog-run_s2'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-12 12:32:46,780 INFO MainThread:77342 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-12 12:32:46,781 INFO MainThread:77342 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-12 12:32:46,788 INFO MainThread:77342 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-12 12:32:46,790 INFO MainThread:77342 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-12 12:32:46,801 INFO MainThread:77342 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-12 12:32:46,902 INFO MainThread:77342 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-12 12:32:46,908 INFO MainThread:77342 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-12 12:32:53,029 INFO MainThread:77342 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-12 12:32:53,029 INFO MainThread:77342 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-12 12:32:53,030 INFO MainThread:77342 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-12 12:32:53,030 INFO MainThread:77342 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-12 12:32:53,032 INFO MainThread:77342 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/2/tdmpc2_dog-run_s2/eval.csv
ADDED
|
@@ -0,0 +1,30 @@
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|
| 1 |
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step,episode_reward
|
| 2 |
+
0.0,5.2370219230651855
|
| 3 |
+
50000.0,62.483741760253906
|
| 4 |
+
100000.0,99.87611389160156
|
| 5 |
+
150000.0,100.10802459716797
|
| 6 |
+
200000.0,102.49085998535156
|
| 7 |
+
250000.0,107.69393157958984
|
| 8 |
+
300000.0,111.50264739990234
|
| 9 |
+
350000.0,105.88230895996094
|
| 10 |
+
400000.0,109.36091613769531
|
| 11 |
+
450000.0,108.42578125
|
| 12 |
+
500000.0,113.37425231933594
|
| 13 |
+
550000.0,111.86283874511719
|
| 14 |
+
600000.0,112.93949127197266
|
| 15 |
+
650000.0,116.95692443847656
|
| 16 |
+
700000.0,121.5048828125
|
| 17 |
+
750000.0,121.96891021728516
|
| 18 |
+
800000.0,126.93852233886719
|
| 19 |
+
850000.0,130.2590789794922
|
| 20 |
+
900000.0,134.93028259277344
|
| 21 |
+
950000.0,130.96841430664062
|
| 22 |
+
1000000.0,129.21719360351562
|
| 23 |
+
1050000.0,130.60824584960938
|
| 24 |
+
1100000.0,138.3240966796875
|
| 25 |
+
1150000.0,131.2225341796875
|
| 26 |
+
1200000.0,145.35092163085938
|
| 27 |
+
1250000.0,151.4246063232422
|
| 28 |
+
1300000.0,167.15200805664062
|
| 29 |
+
1350000.0,136.34860229492188
|
| 30 |
+
1400000.0,158.3228759765625
|
dog-run/2/tdmpc2_dog-run_s2/wandb/debug.log
ADDED
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| 1 |
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2025-07-12 12:32:41,806 INFO MainThread:77300 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
+
2025-07-12 12:32:41,807 INFO MainThread:77300 [wandb_setup.py:_flush():76] Configure stats pid to 77300
|
| 3 |
+
2025-07-12 12:32:41,808 INFO MainThread:77300 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-12 12:32:41,808 INFO MainThread:77300 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-12/12-32-30/wandb/settings
|
| 5 |
+
2025-07-12 12:32:41,808 INFO MainThread:77300 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-12 12:32:41,808 INFO MainThread:77300 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-12 12:32:41,809 INFO MainThread:77300 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
|
| 8 |
+
2025-07-12 12:32:41,809 INFO MainThread:77300 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250712_123241-pi7oxqaw/logs/debug.log
|
| 9 |
+
2025-07-12 12:32:41,809 INFO MainThread:77300 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250712_123241-pi7oxqaw/logs/debug-internal.log
|
| 10 |
+
2025-07-12 12:32:41,810 INFO MainThread:77300 [wandb_init.py:init():569] calling init triggers
|
| 11 |
+
2025-07-12 12:32:41,810 INFO MainThread:77300 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': 'tdmpc2_dog-run_s2', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': False, 'n_experts': 4, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 2, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/tdmpc2_dog-run_s2'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-12 12:32:41,811 INFO MainThread:77300 [wandb_init.py:init():619] starting backend
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| 14 |
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2025-07-12 12:32:41,811 INFO MainThread:77300 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-12 12:32:41,820 INFO MainThread:77300 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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| 16 |
+
2025-07-12 12:32:41,823 INFO MainThread:77300 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-12 12:32:41,843 INFO MainThread:77300 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-12 12:32:41,956 INFO MainThread:77300 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-12 12:32:41,964 INFO MainThread:77300 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-12 12:32:47,857 INFO MainThread:77300 [wandb_run.py:_console_start():2380] atexit reg
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| 21 |
+
2025-07-12 12:32:47,858 INFO MainThread:77300 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-12 12:32:47,858 INFO MainThread:77300 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-12 12:32:47,859 INFO MainThread:77300 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-12 12:32:47,864 INFO MainThread:77300 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250711_103423-0o1emngh/files/conda-environment.yaml
ADDED
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
name: moore
|
| 2 |
+
channels:
|
| 3 |
+
- conda-forge
|
| 4 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
|
| 5 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/
|
| 6 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
|
| 7 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
|
| 8 |
+
- defaults
|
| 9 |
+
dependencies:
|
| 10 |
+
- _libgcc_mutex=0.1=conda_forge
|
| 11 |
+
- _openmp_mutex=4.5=2_gnu
|
| 12 |
+
- bzip2=1.0.8=h4bc722e_7
|
| 13 |
+
- ca-certificates=2025.6.15=hbd8a1cb_0
|
| 14 |
+
- cloudpickle=3.1.1=pyhd8ed1ab_0
|
| 15 |
+
- gettext=0.24.1=h5888daf_0
|
| 16 |
+
- gettext-tools=0.24.1=h5888daf_0
|
| 17 |
+
- glew=2.2.0=hcfb9eae_1
|
| 18 |
+
- glib=2.78.4=hf2295e7_4
|
| 19 |
+
- glib-tools=2.78.4=hde27a5a_4
|
| 20 |
+
- gym=0.21.0=py39hef51801_2
|
| 21 |
+
- ld_impl_linux-64=2.43=h1423503_5
|
| 22 |
+
- libasprintf=0.24.1=h8e693c7_0
|
| 23 |
+
- libasprintf-devel=0.24.1=h8e693c7_0
|
| 24 |
+
- libblas=3.9.0=31_h59b9bed_openblas
|
| 25 |
+
- libcblas=3.9.0=31_he106b2a_openblas
|
| 26 |
+
- libegl=1.7.0=ha4b6fd6_2
|
| 27 |
+
- libexpat=2.7.0=h5888daf_0
|
| 28 |
+
- libffi=3.4.6=h2dba641_1
|
| 29 |
+
- libgcc=15.1.0=h767d61c_2
|
| 30 |
+
- libgcc-ng=15.1.0=h69a702a_2
|
| 31 |
+
- libgettextpo=0.24.1=h5888daf_0
|
| 32 |
+
- libgettextpo-devel=0.24.1=h5888daf_0
|
| 33 |
+
- libgfortran=15.1.0=h69a702a_2
|
| 34 |
+
- libgfortran5=15.1.0=hcea5267_2
|
| 35 |
+
- libgl=1.7.0=ha4b6fd6_2
|
| 36 |
+
- libglib=2.78.4=hf2295e7_4
|
| 37 |
+
- libglu=9.0.3=h5888daf_1
|
| 38 |
+
- libglvnd=1.7.0=ha4b6fd6_2
|
| 39 |
+
- libglx=1.7.0=ha4b6fd6_2
|
| 40 |
+
- libgomp=15.1.0=h767d61c_2
|
| 41 |
+
- libiconv=1.18=h4ce23a2_1
|
| 42 |
+
- liblapack=3.9.0=31_h7ac8fdf_openblas
|
| 43 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 44 |
+
- libnsl=2.0.1=hd590300_0
|
| 45 |
+
- libopenblas=0.3.29=pthreads_h94d23a6_0
|
| 46 |
+
- libopengl=1.7.0=ha4b6fd6_2
|
| 47 |
+
- libsqlite=3.50.1=hee588c1_0
|
| 48 |
+
- libstdcxx=15.1.0=h8f9b012_2
|
| 49 |
+
- libstdcxx-ng=15.1.0=h4852527_2
|
| 50 |
+
- libuuid=2.38.1=h0b41bf4_0
|
| 51 |
+
- libxcb=1.17.0=h8a09558_0
|
| 52 |
+
- libxcrypt=4.4.36=hd590300_1
|
| 53 |
+
- libzlib=1.3.1=hb9d3cd8_2
|
| 54 |
+
- ncurses=6.5=h2d0b736_3
|
| 55 |
+
- openssl=3.5.0=h7b32b05_1
|
| 56 |
+
- pcre2=10.43=hcad00b1_0
|
| 57 |
+
- pip=24.0=pyhd8ed1ab_0
|
| 58 |
+
- pthread-stubs=0.4=hb9d3cd8_1002
|
| 59 |
+
- python=3.9.23=hc30ae73_0_cpython
|
| 60 |
+
- python_abi=3.9=7_cp39
|
| 61 |
+
- readline=8.2=h8c095d6_2
|
| 62 |
+
- setuptools=80.9.0=pyhff2d567_0
|
| 63 |
+
- tk=8.6.13=noxft_hd72426e_102
|
| 64 |
+
- wheel=0.45.1=pyhd8ed1ab_1
|
| 65 |
+
- xorg-libx11=1.8.12=h4f16b4b_0
|
| 66 |
+
- xorg-libxau=1.0.12=hb9d3cd8_0
|
| 67 |
+
- xorg-libxdmcp=1.1.5=hb9d3cd8_0
|
| 68 |
+
- pip:
|
| 69 |
+
- absl-py==2.3.0
|
| 70 |
+
- aiohappyeyeballs==2.6.1
|
| 71 |
+
- aiohttp==3.12.13
|
| 72 |
+
- aiosignal==1.3.2
|
| 73 |
+
- antlr4-python3-runtime==4.9.3
|
| 74 |
+
- async-timeout==5.0.1
|
| 75 |
+
- attrs==25.3.0
|
| 76 |
+
- certifi==2025.6.15
|
| 77 |
+
- charset-normalizer==3.4.2
|
| 78 |
+
- click==8.1.8
|
| 79 |
+
- contextlib2==21.6.0
|
| 80 |
+
- contourpy==1.3.0
|
| 81 |
+
- cycler==0.12.1
|
| 82 |
+
- decorator==4.4.2
|
| 83 |
+
- dm-control==1.0.16
|
| 84 |
+
- dm-env==1.6
|
| 85 |
+
- dm-tree==0.1.8
|
| 86 |
+
- docker-pycreds==0.4.0
|
| 87 |
+
- etils==1.5.2
|
| 88 |
+
- farama-notifications==0.0.4
|
| 89 |
+
- ffmpeg==1.4
|
| 90 |
+
- filelock==3.18.0
|
| 91 |
+
- fonttools==4.58.4
|
| 92 |
+
- frozenlist==1.7.0
|
| 93 |
+
- fsspec==2025.5.1
|
| 94 |
+
- gitdb==4.0.12
|
| 95 |
+
- gitpython==3.1.44
|
| 96 |
+
- glfw==2.7.0
|
| 97 |
+
- grpcio==1.73.0
|
| 98 |
+
- gymnasium==1.1.1
|
| 99 |
+
- h5py==3.11.0
|
| 100 |
+
- hf-xet==1.1.4
|
| 101 |
+
- huggingface-hub==0.33.0
|
| 102 |
+
- hydra-core==1.3.2
|
| 103 |
+
- hydra-submitit-launcher==1.2.0
|
| 104 |
+
- idna==3.10
|
| 105 |
+
- imageio==2.34.1
|
| 106 |
+
- imageio-ffmpeg==0.4.9
|
| 107 |
+
- importlib-metadata==8.7.0
|
| 108 |
+
- importlib-resources==6.5.2
|
| 109 |
+
- inquirerpy==0.3.4
|
| 110 |
+
- jinja2==3.1.6
|
| 111 |
+
- kiwisolver==1.4.7
|
| 112 |
+
- kornia==0.7.2
|
| 113 |
+
- kornia-rs==0.1.9
|
| 114 |
+
- labmaze==1.0.6
|
| 115 |
+
- lightning-utilities==0.14.3
|
| 116 |
+
- lxml==5.4.0
|
| 117 |
+
- markdown==3.8
|
| 118 |
+
- markupsafe==3.0.2
|
| 119 |
+
- matplotlib==3.9.4
|
| 120 |
+
- ml-collections==0.1.1
|
| 121 |
+
- mocapact==0.1
|
| 122 |
+
- moviepy==1.0.3
|
| 123 |
+
- mpmath==1.3.0
|
| 124 |
+
- mujoco==3.1.2
|
| 125 |
+
- multidict==6.4.4
|
| 126 |
+
- networkx==3.2.1
|
| 127 |
+
- numpy==1.24.4
|
| 128 |
+
- nvidia-cublas-cu12==12.6.4.1
|
| 129 |
+
- nvidia-cuda-cupti-cu12==12.6.80
|
| 130 |
+
- nvidia-cuda-nvrtc-cu12==12.6.77
|
| 131 |
+
- nvidia-cuda-runtime-cu12==12.6.77
|
| 132 |
+
- nvidia-cudnn-cu12==9.5.1.17
|
| 133 |
+
- nvidia-cufft-cu12==11.3.0.4
|
| 134 |
+
- nvidia-cufile-cu12==1.11.1.6
|
| 135 |
+
- nvidia-curand-cu12==10.3.7.77
|
| 136 |
+
- nvidia-cusolver-cu12==11.7.1.2
|
| 137 |
+
- nvidia-cusparse-cu12==12.5.4.2
|
| 138 |
+
- nvidia-cusparselt-cu12==0.6.3
|
| 139 |
+
- nvidia-nccl-cu12==2.26.2
|
| 140 |
+
- nvidia-nvjitlink-cu12==12.6.85
|
| 141 |
+
- nvidia-nvtx-cu12==12.6.77
|
| 142 |
+
- omegaconf==2.3.0
|
| 143 |
+
- orjson==3.10.18
|
| 144 |
+
- packaging==25.0
|
| 145 |
+
- pandas==2.0.3
|
| 146 |
+
- pfzy==0.3.4
|
| 147 |
+
- pillow==11.2.1
|
| 148 |
+
- platformdirs==4.3.8
|
| 149 |
+
- proglog==0.1.12
|
| 150 |
+
- prompt-toolkit==3.0.51
|
| 151 |
+
- propcache==0.3.2
|
| 152 |
+
- protobuf==3.20.1
|
| 153 |
+
- psutil==7.0.0
|
| 154 |
+
- pydeprecate==0.3.2
|
| 155 |
+
- pyopengl==3.1.9
|
| 156 |
+
- pyparsing==3.2.3
|
| 157 |
+
- python-dateutil==2.9.0.post0
|
| 158 |
+
- pytorch-lightning==1.6.5.post0
|
| 159 |
+
- pytz==2025.2
|
| 160 |
+
- pyyaml==6.0.2
|
| 161 |
+
- requests==2.32.4
|
| 162 |
+
- scipy==1.13.1
|
| 163 |
+
- sentry-sdk==2.30.0
|
| 164 |
+
- setproctitle==1.3.6
|
| 165 |
+
- shimmy==2.0.0
|
| 166 |
+
- six==1.17.0
|
| 167 |
+
- smmap==5.0.2
|
| 168 |
+
- stable-baselines3==2.6.0
|
| 169 |
+
- submitit==1.5.1
|
| 170 |
+
- sympy==1.14.0
|
| 171 |
+
- tensorboard==2.19.0
|
| 172 |
+
- tensorboard-data-server==0.7.2
|
| 173 |
+
- tensordict==0.8.3
|
| 174 |
+
- termcolor==2.4.0
|
| 175 |
+
- torch==2.7.1
|
| 176 |
+
- torchaudio==2.7.1+cu118
|
| 177 |
+
- torchmetrics==1.7.3
|
| 178 |
+
- torchrl==0.8.1
|
| 179 |
+
- torchvision==0.22.1+cu118
|
| 180 |
+
- tqdm==4.66.4
|
| 181 |
+
- triton==3.3.1
|
| 182 |
+
- typing-extensions==4.14.0
|
| 183 |
+
- tzdata==2025.2
|
| 184 |
+
- urllib3==2.4.0
|
| 185 |
+
- wandb==0.17.4
|
| 186 |
+
- wcwidth==0.2.13
|
| 187 |
+
- werkzeug==3.1.3
|
| 188 |
+
- yarl==1.20.1
|
| 189 |
+
- zipp==3.23.0
|
| 190 |
+
prefix: /ceph/home/songchun01/miniconda3/envs/moore
|
dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250711_103423-0o1emngh/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,641 @@
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
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|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
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|
dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250711_103423-0o1emngh/logs/debug.log
ADDED
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2025-07-11 10:34:23,858 INFO MainThread:4158529 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
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2025-07-11 10:34:23,858 INFO MainThread:4158529 [wandb_setup.py:_flush():76] Configure stats pid to 4158529
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2025-07-11 10:34:23,859 INFO MainThread:4158529 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
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2025-07-11 10:34:23,859 INFO MainThread:4158529 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-11/10-34-07/wandb/settings
|
| 5 |
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2025-07-11 10:34:23,859 INFO MainThread:4158529 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-11 10:34:23,859 INFO MainThread:4158529 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-11 10:34:23,860 INFO MainThread:4158529 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
|
| 8 |
+
2025-07-11 10:34:23,860 INFO MainThread:4158529 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250711_103423-0o1emngh/logs/debug.log
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2025-07-11 10:34:23,860 INFO MainThread:4158529 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250711_103423-0o1emngh/logs/debug-internal.log
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2025-07-11 10:34:23,860 INFO MainThread:4158529 [wandb_init.py:init():569] calling init triggers
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2025-07-11 10:34:23,861 INFO MainThread:4158529 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
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| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': 'tdmpc2_dog-run_s2', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': False, 'n_experts': 4, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 2, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/tdmpc2_dog-run_s2'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-11 10:34:23,861 INFO MainThread:4158529 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-11 10:34:23,861 INFO MainThread:4158529 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-11 10:34:23,870 INFO MainThread:4158529 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-11 10:34:23,872 INFO MainThread:4158529 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-11 10:34:23,886 INFO MainThread:4158529 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-11 10:34:23,999 INFO MainThread:4158529 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-11 10:34:24,008 INFO MainThread:4158529 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-11 10:34:29,614 INFO MainThread:4158529 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-11 10:34:29,614 INFO MainThread:4158529 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-11 10:34:29,615 INFO MainThread:4158529 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-11 10:34:29,615 INFO MainThread:4158529 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-11 10:34:29,618 INFO MainThread:4158529 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250712_123241-pi7oxqaw/files/conda-environment.yaml
ADDED
|
@@ -0,0 +1,190 @@
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|
|
|
| 1 |
+
name: moore
|
| 2 |
+
channels:
|
| 3 |
+
- conda-forge
|
| 4 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
|
| 5 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/
|
| 6 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
|
| 7 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
|
| 8 |
+
- defaults
|
| 9 |
+
dependencies:
|
| 10 |
+
- _libgcc_mutex=0.1=conda_forge
|
| 11 |
+
- _openmp_mutex=4.5=2_gnu
|
| 12 |
+
- bzip2=1.0.8=h4bc722e_7
|
| 13 |
+
- ca-certificates=2025.6.15=hbd8a1cb_0
|
| 14 |
+
- cloudpickle=3.1.1=pyhd8ed1ab_0
|
| 15 |
+
- gettext=0.24.1=h5888daf_0
|
| 16 |
+
- gettext-tools=0.24.1=h5888daf_0
|
| 17 |
+
- glew=2.2.0=hcfb9eae_1
|
| 18 |
+
- glib=2.78.4=hf2295e7_4
|
| 19 |
+
- glib-tools=2.78.4=hde27a5a_4
|
| 20 |
+
- gym=0.21.0=py39hef51801_2
|
| 21 |
+
- ld_impl_linux-64=2.43=h1423503_5
|
| 22 |
+
- libasprintf=0.24.1=h8e693c7_0
|
| 23 |
+
- libasprintf-devel=0.24.1=h8e693c7_0
|
| 24 |
+
- libblas=3.9.0=31_h59b9bed_openblas
|
| 25 |
+
- libcblas=3.9.0=31_he106b2a_openblas
|
| 26 |
+
- libegl=1.7.0=ha4b6fd6_2
|
| 27 |
+
- libexpat=2.7.0=h5888daf_0
|
| 28 |
+
- libffi=3.4.6=h2dba641_1
|
| 29 |
+
- libgcc=15.1.0=h767d61c_2
|
| 30 |
+
- libgcc-ng=15.1.0=h69a702a_2
|
| 31 |
+
- libgettextpo=0.24.1=h5888daf_0
|
| 32 |
+
- libgettextpo-devel=0.24.1=h5888daf_0
|
| 33 |
+
- libgfortran=15.1.0=h69a702a_2
|
| 34 |
+
- libgfortran5=15.1.0=hcea5267_2
|
| 35 |
+
- libgl=1.7.0=ha4b6fd6_2
|
| 36 |
+
- libglib=2.78.4=hf2295e7_4
|
| 37 |
+
- libglu=9.0.3=h5888daf_1
|
| 38 |
+
- libglvnd=1.7.0=ha4b6fd6_2
|
| 39 |
+
- libglx=1.7.0=ha4b6fd6_2
|
| 40 |
+
- libgomp=15.1.0=h767d61c_2
|
| 41 |
+
- libiconv=1.18=h4ce23a2_1
|
| 42 |
+
- liblapack=3.9.0=31_h7ac8fdf_openblas
|
| 43 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 44 |
+
- libnsl=2.0.1=hd590300_0
|
| 45 |
+
- libopenblas=0.3.29=pthreads_h94d23a6_0
|
| 46 |
+
- libopengl=1.7.0=ha4b6fd6_2
|
| 47 |
+
- libsqlite=3.50.1=hee588c1_0
|
| 48 |
+
- libstdcxx=15.1.0=h8f9b012_2
|
| 49 |
+
- libstdcxx-ng=15.1.0=h4852527_2
|
| 50 |
+
- libuuid=2.38.1=h0b41bf4_0
|
| 51 |
+
- libxcb=1.17.0=h8a09558_0
|
| 52 |
+
- libxcrypt=4.4.36=hd590300_1
|
| 53 |
+
- libzlib=1.3.1=hb9d3cd8_2
|
| 54 |
+
- ncurses=6.5=h2d0b736_3
|
| 55 |
+
- openssl=3.5.0=h7b32b05_1
|
| 56 |
+
- pcre2=10.43=hcad00b1_0
|
| 57 |
+
- pip=24.0=pyhd8ed1ab_0
|
| 58 |
+
- pthread-stubs=0.4=hb9d3cd8_1002
|
| 59 |
+
- python=3.9.23=hc30ae73_0_cpython
|
| 60 |
+
- python_abi=3.9=7_cp39
|
| 61 |
+
- readline=8.2=h8c095d6_2
|
| 62 |
+
- setuptools=80.9.0=pyhff2d567_0
|
| 63 |
+
- tk=8.6.13=noxft_hd72426e_102
|
| 64 |
+
- wheel=0.45.1=pyhd8ed1ab_1
|
| 65 |
+
- xorg-libx11=1.8.12=h4f16b4b_0
|
| 66 |
+
- xorg-libxau=1.0.12=hb9d3cd8_0
|
| 67 |
+
- xorg-libxdmcp=1.1.5=hb9d3cd8_0
|
| 68 |
+
- pip:
|
| 69 |
+
- absl-py==2.3.0
|
| 70 |
+
- aiohappyeyeballs==2.6.1
|
| 71 |
+
- aiohttp==3.12.13
|
| 72 |
+
- aiosignal==1.3.2
|
| 73 |
+
- antlr4-python3-runtime==4.9.3
|
| 74 |
+
- async-timeout==5.0.1
|
| 75 |
+
- attrs==25.3.0
|
| 76 |
+
- certifi==2025.6.15
|
| 77 |
+
- charset-normalizer==3.4.2
|
| 78 |
+
- click==8.1.8
|
| 79 |
+
- contextlib2==21.6.0
|
| 80 |
+
- contourpy==1.3.0
|
| 81 |
+
- cycler==0.12.1
|
| 82 |
+
- decorator==4.4.2
|
| 83 |
+
- dm-control==1.0.16
|
| 84 |
+
- dm-env==1.6
|
| 85 |
+
- dm-tree==0.1.8
|
| 86 |
+
- docker-pycreds==0.4.0
|
| 87 |
+
- etils==1.5.2
|
| 88 |
+
- farama-notifications==0.0.4
|
| 89 |
+
- ffmpeg==1.4
|
| 90 |
+
- filelock==3.18.0
|
| 91 |
+
- fonttools==4.58.4
|
| 92 |
+
- frozenlist==1.7.0
|
| 93 |
+
- fsspec==2025.5.1
|
| 94 |
+
- gitdb==4.0.12
|
| 95 |
+
- gitpython==3.1.44
|
| 96 |
+
- glfw==2.7.0
|
| 97 |
+
- grpcio==1.73.0
|
| 98 |
+
- gymnasium==1.1.1
|
| 99 |
+
- h5py==3.11.0
|
| 100 |
+
- hf-xet==1.1.4
|
| 101 |
+
- huggingface-hub==0.33.0
|
| 102 |
+
- hydra-core==1.3.2
|
| 103 |
+
- hydra-submitit-launcher==1.2.0
|
| 104 |
+
- idna==3.10
|
| 105 |
+
- imageio==2.34.1
|
| 106 |
+
- imageio-ffmpeg==0.4.9
|
| 107 |
+
- importlib-metadata==8.7.0
|
| 108 |
+
- importlib-resources==6.5.2
|
| 109 |
+
- inquirerpy==0.3.4
|
| 110 |
+
- jinja2==3.1.6
|
| 111 |
+
- kiwisolver==1.4.7
|
| 112 |
+
- kornia==0.7.2
|
| 113 |
+
- kornia-rs==0.1.9
|
| 114 |
+
- labmaze==1.0.6
|
| 115 |
+
- lightning-utilities==0.14.3
|
| 116 |
+
- lxml==5.4.0
|
| 117 |
+
- markdown==3.8
|
| 118 |
+
- markupsafe==3.0.2
|
| 119 |
+
- matplotlib==3.9.4
|
| 120 |
+
- ml-collections==0.1.1
|
| 121 |
+
- mocapact==0.1
|
| 122 |
+
- moviepy==1.0.3
|
| 123 |
+
- mpmath==1.3.0
|
| 124 |
+
- mujoco==3.1.2
|
| 125 |
+
- multidict==6.4.4
|
| 126 |
+
- networkx==3.2.1
|
| 127 |
+
- numpy==1.24.4
|
| 128 |
+
- nvidia-cublas-cu12==12.6.4.1
|
| 129 |
+
- nvidia-cuda-cupti-cu12==12.6.80
|
| 130 |
+
- nvidia-cuda-nvrtc-cu12==12.6.77
|
| 131 |
+
- nvidia-cuda-runtime-cu12==12.6.77
|
| 132 |
+
- nvidia-cudnn-cu12==9.5.1.17
|
| 133 |
+
- nvidia-cufft-cu12==11.3.0.4
|
| 134 |
+
- nvidia-cufile-cu12==1.11.1.6
|
| 135 |
+
- nvidia-curand-cu12==10.3.7.77
|
| 136 |
+
- nvidia-cusolver-cu12==11.7.1.2
|
| 137 |
+
- nvidia-cusparse-cu12==12.5.4.2
|
| 138 |
+
- nvidia-cusparselt-cu12==0.6.3
|
| 139 |
+
- nvidia-nccl-cu12==2.26.2
|
| 140 |
+
- nvidia-nvjitlink-cu12==12.6.85
|
| 141 |
+
- nvidia-nvtx-cu12==12.6.77
|
| 142 |
+
- omegaconf==2.3.0
|
| 143 |
+
- orjson==3.10.18
|
| 144 |
+
- packaging==25.0
|
| 145 |
+
- pandas==2.0.3
|
| 146 |
+
- pfzy==0.3.4
|
| 147 |
+
- pillow==11.2.1
|
| 148 |
+
- platformdirs==4.3.8
|
| 149 |
+
- proglog==0.1.12
|
| 150 |
+
- prompt-toolkit==3.0.51
|
| 151 |
+
- propcache==0.3.2
|
| 152 |
+
- protobuf==3.20.1
|
| 153 |
+
- psutil==7.0.0
|
| 154 |
+
- pydeprecate==0.3.2
|
| 155 |
+
- pyopengl==3.1.9
|
| 156 |
+
- pyparsing==3.2.3
|
| 157 |
+
- python-dateutil==2.9.0.post0
|
| 158 |
+
- pytorch-lightning==1.6.5.post0
|
| 159 |
+
- pytz==2025.2
|
| 160 |
+
- pyyaml==6.0.2
|
| 161 |
+
- requests==2.32.4
|
| 162 |
+
- scipy==1.13.1
|
| 163 |
+
- sentry-sdk==2.30.0
|
| 164 |
+
- setproctitle==1.3.6
|
| 165 |
+
- shimmy==2.0.0
|
| 166 |
+
- six==1.17.0
|
| 167 |
+
- smmap==5.0.2
|
| 168 |
+
- stable-baselines3==2.6.0
|
| 169 |
+
- submitit==1.5.1
|
| 170 |
+
- sympy==1.14.0
|
| 171 |
+
- tensorboard==2.19.0
|
| 172 |
+
- tensorboard-data-server==0.7.2
|
| 173 |
+
- tensordict==0.8.3
|
| 174 |
+
- termcolor==2.4.0
|
| 175 |
+
- torch==2.7.1
|
| 176 |
+
- torchaudio==2.7.1+cu118
|
| 177 |
+
- torchmetrics==1.7.3
|
| 178 |
+
- torchrl==0.8.1
|
| 179 |
+
- torchvision==0.22.1+cu118
|
| 180 |
+
- tqdm==4.66.4
|
| 181 |
+
- triton==3.3.1
|
| 182 |
+
- typing-extensions==4.14.0
|
| 183 |
+
- tzdata==2025.2
|
| 184 |
+
- urllib3==2.4.0
|
| 185 |
+
- wandb==0.17.4
|
| 186 |
+
- wcwidth==0.2.13
|
| 187 |
+
- werkzeug==3.1.3
|
| 188 |
+
- yarl==1.20.1
|
| 189 |
+
- zipp==3.23.0
|
| 190 |
+
prefix: /ceph/home/songchun01/miniconda3/envs/moore
|
dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250712_123241-pi7oxqaw/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,641 @@
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|
| 1 |
+
{
|
| 2 |
+
"os": "Linux-4.18.0-372.9.1.el8.x86_64-x86_64-with-glibc2.28",
|
| 3 |
+
"python": "3.9.23",
|
| 4 |
+
"heartbeatAt": "2025-07-12T04:32:43.196851",
|
| 5 |
+
"startedAt": "2025-07-12T04:32:41.788208",
|
| 6 |
+
"docker": null,
|
| 7 |
+
"cuda": null,
|
| 8 |
+
"args": [
|
| 9 |
+
"task=dog-run",
|
| 10 |
+
"use_moe=false",
|
| 11 |
+
"seed=2",
|
| 12 |
+
"exp_name=tdmpc2_dog-run_s2"
|
| 13 |
+
],
|
| 14 |
+
"state": "running",
|
| 15 |
+
"program": "/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py",
|
| 16 |
+
"codePathLocal": null,
|
| 17 |
+
"codePath": "tdmpc2/train.py",
|
| 18 |
+
"git": {
|
| 19 |
+
"remote": "https://github.com/SC-Levi/boya_tdmpc2.git",
|
| 20 |
+
"commit": "467cca1d32da4cca3dd506435c2f5ceadfc564e0"
|
| 21 |
+
},
|
| 22 |
+
"email": "sc_levi@163.com",
|
| 23 |
+
"root": "/ceph/home/songchun01/xiaoyuan/boya_tdmpc2",
|
| 24 |
+
"host": "node007",
|
| 25 |
+
"username": "songchun01",
|
| 26 |
+
"executable": "/ceph/home/songchun01/miniconda3/envs/moore/bin/python",
|
| 27 |
+
"cpu_count": 56,
|
| 28 |
+
"cpu_count_logical": 112,
|
| 29 |
+
"cpu_freq": {
|
| 30 |
+
"current": 3326.516366071428,
|
| 31 |
+
"min": 800.0,
|
| 32 |
+
"max": 3500.0
|
| 33 |
+
},
|
| 34 |
+
"cpu_freq_per_core": [
|
| 35 |
+
{
|
| 36 |
+
"current": 3381.163,
|
| 37 |
+
"min": 800.0,
|
| 38 |
+
"max": 3500.0
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"current": 3500.0,
|
| 42 |
+
"min": 800.0,
|
| 43 |
+
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|
| 44 |
+
},
|
| 45 |
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{
|
| 46 |
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"current": 3381.377,
|
| 47 |
+
"min": 800.0,
|
| 48 |
+
"max": 3500.0
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"current": 3381.628,
|
| 52 |
+
"min": 800.0,
|
| 53 |
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"max": 3500.0
|
| 54 |
+
},
|
| 55 |
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{
|
| 56 |
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"current": 3381.69,
|
| 57 |
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"min": 800.0,
|
| 58 |
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"max": 3500.0
|
| 59 |
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|
| 60 |
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{
|
| 61 |
+
"current": 3381.875,
|
| 62 |
+
"min": 800.0,
|
| 63 |
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"max": 3500.0
|
| 64 |
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|
| 65 |
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{
|
| 66 |
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"current": 3381.931,
|
| 67 |
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"min": 800.0,
|
| 68 |
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"max": 3500.0
|
| 69 |
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|
| 70 |
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{
|
| 71 |
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"current": 3382.104,
|
| 72 |
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"min": 800.0,
|
| 73 |
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"max": 3500.0
|
| 74 |
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|
| 75 |
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{
|
| 76 |
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"current": 3382.165,
|
| 77 |
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"min": 800.0,
|
| 78 |
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"max": 3500.0
|
| 79 |
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},
|
| 80 |
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{
|
| 81 |
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"current": 3500.0,
|
| 82 |
+
"min": 800.0,
|
| 83 |
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"max": 3500.0
|
| 84 |
+
},
|
| 85 |
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{
|
| 86 |
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"current": 3382.4,
|
| 87 |
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"min": 800.0,
|
| 88 |
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"max": 3500.0
|
| 89 |
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},
|
| 90 |
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{
|
| 91 |
+
"current": 3382.576,
|
| 92 |
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"min": 800.0,
|
| 93 |
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"max": 3500.0
|
| 94 |
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},
|
| 95 |
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{
|
| 96 |
+
"current": 3382.638,
|
| 97 |
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"min": 800.0,
|
| 98 |
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"max": 3500.0
|
| 99 |
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},
|
| 100 |
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{
|
| 101 |
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"current": 3382.808,
|
| 102 |
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"min": 800.0,
|
| 103 |
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"max": 3500.0
|
| 104 |
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|
| 105 |
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{
|
| 106 |
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"current": 3382.868,
|
| 107 |
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"min": 800.0,
|
| 108 |
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"max": 3500.0
|
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|
| 608 |
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| 609 |
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{
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| 610 |
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"name": "NVIDIA GeForce RTX 3090",
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| 611 |
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|
| 612 |
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| 613 |
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{
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| 614 |
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|
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|
| 616 |
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|
| 617 |
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{
|
| 618 |
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"name": "NVIDIA GeForce RTX 3090",
|
| 619 |
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|
| 620 |
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| 621 |
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| 622 |
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|
| 623 |
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|
| 624 |
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|
| 625 |
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| 626 |
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"name": "NVIDIA GeForce RTX 3090",
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| 627 |
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|
| 628 |
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| 629 |
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| 630 |
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"name": "NVIDIA GeForce RTX 3090",
|
| 631 |
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| 632 |
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| 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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"memory": {
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| 639 |
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|
dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250712_123241-pi7oxqaw/logs/debug.log
ADDED
|
@@ -0,0 +1,24 @@
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|
| 1 |
+
2025-07-12 12:32:41,806 INFO MainThread:77300 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
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2025-07-12 12:32:41,807 INFO MainThread:77300 [wandb_setup.py:_flush():76] Configure stats pid to 77300
|
| 3 |
+
2025-07-12 12:32:41,808 INFO MainThread:77300 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-12 12:32:41,808 INFO MainThread:77300 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-12/12-32-30/wandb/settings
|
| 5 |
+
2025-07-12 12:32:41,808 INFO MainThread:77300 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-12 12:32:41,808 INFO MainThread:77300 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-12 12:32:41,809 INFO MainThread:77300 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
|
| 8 |
+
2025-07-12 12:32:41,809 INFO MainThread:77300 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250712_123241-pi7oxqaw/logs/debug.log
|
| 9 |
+
2025-07-12 12:32:41,809 INFO MainThread:77300 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/tdmpc2_dog-run_s2/wandb/offline-run-20250712_123241-pi7oxqaw/logs/debug-internal.log
|
| 10 |
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2025-07-12 12:32:41,810 INFO MainThread:77300 [wandb_init.py:init():569] calling init triggers
|
| 11 |
+
2025-07-12 12:32:41,810 INFO MainThread:77300 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': 'tdmpc2_dog-run_s2', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': False, 'n_experts': 4, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 2, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/2/tdmpc2_dog-run_s2'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-12 12:32:41,811 INFO MainThread:77300 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-12 12:32:41,811 INFO MainThread:77300 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-12 12:32:41,820 INFO MainThread:77300 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-12 12:32:41,823 INFO MainThread:77300 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-12 12:32:41,843 INFO MainThread:77300 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-12 12:32:41,956 INFO MainThread:77300 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-12 12:32:41,964 INFO MainThread:77300 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-12 12:32:47,857 INFO MainThread:77300 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-12 12:32:47,858 INFO MainThread:77300 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-12 12:32:47,858 INFO MainThread:77300 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-12 12:32:47,859 INFO MainThread:77300 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-12 12:32:47,864 INFO MainThread:77300 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/30/4o_dog-run_s30/eval.csv
ADDED
|
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| 1 |
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step,episode_reward
|
| 2 |
+
0.0,6.068722724914551
|
| 3 |
+
50000.0,19.292200088500977
|
| 4 |
+
100000.0,70.7063217163086
|
| 5 |
+
150000.0,94.56536865234375
|
| 6 |
+
200000.0,98.63185119628906
|
| 7 |
+
250000.0,99.67230987548828
|
| 8 |
+
300000.0,105.39869689941406
|
dog-run/30/4o_dog-run_s30/wandb/debug.log
ADDED
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2025-07-12 12:32:41,873 INFO MainThread:77322 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
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| 2 |
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2025-07-12 12:32:41,874 INFO MainThread:77322 [wandb_setup.py:_flush():76] Configure stats pid to 77322
|
| 3 |
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2025-07-12 12:32:41,874 INFO MainThread:77322 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-12 12:32:41,874 INFO MainThread:77322 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-12/12-32-30/wandb/settings
|
| 5 |
+
2025-07-12 12:32:41,875 INFO MainThread:77322 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-12 12:32:41,875 INFO MainThread:77322 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-12 12:32:41,875 INFO MainThread:77322 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
|
| 8 |
+
2025-07-12 12:32:41,876 INFO MainThread:77322 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/4o_dog-run_s30/wandb/offline-run-20250712_123241-l81gqqu9/logs/debug.log
|
| 9 |
+
2025-07-12 12:32:41,876 INFO MainThread:77322 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/4o_dog-run_s30/wandb/offline-run-20250712_123241-l81gqqu9/logs/debug-internal.log
|
| 10 |
+
2025-07-12 12:32:41,876 INFO MainThread:77322 [wandb_init.py:init():569] calling init triggers
|
| 11 |
+
2025-07-12 12:32:41,877 INFO MainThread:77322 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': '4o_dog-run_s30', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': True, 'n_experts': 4, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 30, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/4o_dog-run_s30'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-12 12:32:41,877 INFO MainThread:77322 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-12 12:32:41,877 INFO MainThread:77322 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-12 12:32:41,887 INFO MainThread:77322 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-12 12:32:41,889 INFO MainThread:77322 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-12 12:32:41,906 INFO MainThread:77322 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-12 12:32:42,017 INFO MainThread:77322 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-12 12:32:42,024 INFO MainThread:77322 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-12 12:32:47,773 INFO MainThread:77322 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-12 12:32:47,774 INFO MainThread:77322 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-12 12:32:47,774 INFO MainThread:77322 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-12 12:32:47,775 INFO MainThread:77322 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-12 12:32:47,780 INFO MainThread:77322 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/30/4o_dog-run_s30/wandb/offline-run-20250711_103424-74w1qu4v/files/conda-environment.yaml
ADDED
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
name: moore
|
| 2 |
+
channels:
|
| 3 |
+
- conda-forge
|
| 4 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
|
| 5 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/
|
| 6 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
|
| 7 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
|
| 8 |
+
- defaults
|
| 9 |
+
dependencies:
|
| 10 |
+
- _libgcc_mutex=0.1=conda_forge
|
| 11 |
+
- _openmp_mutex=4.5=2_gnu
|
| 12 |
+
- bzip2=1.0.8=h4bc722e_7
|
| 13 |
+
- ca-certificates=2025.6.15=hbd8a1cb_0
|
| 14 |
+
- cloudpickle=3.1.1=pyhd8ed1ab_0
|
| 15 |
+
- gettext=0.24.1=h5888daf_0
|
| 16 |
+
- gettext-tools=0.24.1=h5888daf_0
|
| 17 |
+
- glew=2.2.0=hcfb9eae_1
|
| 18 |
+
- glib=2.78.4=hf2295e7_4
|
| 19 |
+
- glib-tools=2.78.4=hde27a5a_4
|
| 20 |
+
- gym=0.21.0=py39hef51801_2
|
| 21 |
+
- ld_impl_linux-64=2.43=h1423503_5
|
| 22 |
+
- libasprintf=0.24.1=h8e693c7_0
|
| 23 |
+
- libasprintf-devel=0.24.1=h8e693c7_0
|
| 24 |
+
- libblas=3.9.0=31_h59b9bed_openblas
|
| 25 |
+
- libcblas=3.9.0=31_he106b2a_openblas
|
| 26 |
+
- libegl=1.7.0=ha4b6fd6_2
|
| 27 |
+
- libexpat=2.7.0=h5888daf_0
|
| 28 |
+
- libffi=3.4.6=h2dba641_1
|
| 29 |
+
- libgcc=15.1.0=h767d61c_2
|
| 30 |
+
- libgcc-ng=15.1.0=h69a702a_2
|
| 31 |
+
- libgettextpo=0.24.1=h5888daf_0
|
| 32 |
+
- libgettextpo-devel=0.24.1=h5888daf_0
|
| 33 |
+
- libgfortran=15.1.0=h69a702a_2
|
| 34 |
+
- libgfortran5=15.1.0=hcea5267_2
|
| 35 |
+
- libgl=1.7.0=ha4b6fd6_2
|
| 36 |
+
- libglib=2.78.4=hf2295e7_4
|
| 37 |
+
- libglu=9.0.3=h5888daf_1
|
| 38 |
+
- libglvnd=1.7.0=ha4b6fd6_2
|
| 39 |
+
- libglx=1.7.0=ha4b6fd6_2
|
| 40 |
+
- libgomp=15.1.0=h767d61c_2
|
| 41 |
+
- libiconv=1.18=h4ce23a2_1
|
| 42 |
+
- liblapack=3.9.0=31_h7ac8fdf_openblas
|
| 43 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 44 |
+
- libnsl=2.0.1=hd590300_0
|
| 45 |
+
- libopenblas=0.3.29=pthreads_h94d23a6_0
|
| 46 |
+
- libopengl=1.7.0=ha4b6fd6_2
|
| 47 |
+
- libsqlite=3.50.1=hee588c1_0
|
| 48 |
+
- libstdcxx=15.1.0=h8f9b012_2
|
| 49 |
+
- libstdcxx-ng=15.1.0=h4852527_2
|
| 50 |
+
- libuuid=2.38.1=h0b41bf4_0
|
| 51 |
+
- libxcb=1.17.0=h8a09558_0
|
| 52 |
+
- libxcrypt=4.4.36=hd590300_1
|
| 53 |
+
- libzlib=1.3.1=hb9d3cd8_2
|
| 54 |
+
- ncurses=6.5=h2d0b736_3
|
| 55 |
+
- openssl=3.5.0=h7b32b05_1
|
| 56 |
+
- pcre2=10.43=hcad00b1_0
|
| 57 |
+
- pip=24.0=pyhd8ed1ab_0
|
| 58 |
+
- pthread-stubs=0.4=hb9d3cd8_1002
|
| 59 |
+
- python=3.9.23=hc30ae73_0_cpython
|
| 60 |
+
- python_abi=3.9=7_cp39
|
| 61 |
+
- readline=8.2=h8c095d6_2
|
| 62 |
+
- setuptools=80.9.0=pyhff2d567_0
|
| 63 |
+
- tk=8.6.13=noxft_hd72426e_102
|
| 64 |
+
- wheel=0.45.1=pyhd8ed1ab_1
|
| 65 |
+
- xorg-libx11=1.8.12=h4f16b4b_0
|
| 66 |
+
- xorg-libxau=1.0.12=hb9d3cd8_0
|
| 67 |
+
- xorg-libxdmcp=1.1.5=hb9d3cd8_0
|
| 68 |
+
- pip:
|
| 69 |
+
- absl-py==2.3.0
|
| 70 |
+
- aiohappyeyeballs==2.6.1
|
| 71 |
+
- aiohttp==3.12.13
|
| 72 |
+
- aiosignal==1.3.2
|
| 73 |
+
- antlr4-python3-runtime==4.9.3
|
| 74 |
+
- async-timeout==5.0.1
|
| 75 |
+
- attrs==25.3.0
|
| 76 |
+
- certifi==2025.6.15
|
| 77 |
+
- charset-normalizer==3.4.2
|
| 78 |
+
- click==8.1.8
|
| 79 |
+
- contextlib2==21.6.0
|
| 80 |
+
- contourpy==1.3.0
|
| 81 |
+
- cycler==0.12.1
|
| 82 |
+
- decorator==4.4.2
|
| 83 |
+
- dm-control==1.0.16
|
| 84 |
+
- dm-env==1.6
|
| 85 |
+
- dm-tree==0.1.8
|
| 86 |
+
- docker-pycreds==0.4.0
|
| 87 |
+
- etils==1.5.2
|
| 88 |
+
- farama-notifications==0.0.4
|
| 89 |
+
- ffmpeg==1.4
|
| 90 |
+
- filelock==3.18.0
|
| 91 |
+
- fonttools==4.58.4
|
| 92 |
+
- frozenlist==1.7.0
|
| 93 |
+
- fsspec==2025.5.1
|
| 94 |
+
- gitdb==4.0.12
|
| 95 |
+
- gitpython==3.1.44
|
| 96 |
+
- glfw==2.7.0
|
| 97 |
+
- grpcio==1.73.0
|
| 98 |
+
- gymnasium==1.1.1
|
| 99 |
+
- h5py==3.11.0
|
| 100 |
+
- hf-xet==1.1.4
|
| 101 |
+
- huggingface-hub==0.33.0
|
| 102 |
+
- hydra-core==1.3.2
|
| 103 |
+
- hydra-submitit-launcher==1.2.0
|
| 104 |
+
- idna==3.10
|
| 105 |
+
- imageio==2.34.1
|
| 106 |
+
- imageio-ffmpeg==0.4.9
|
| 107 |
+
- importlib-metadata==8.7.0
|
| 108 |
+
- importlib-resources==6.5.2
|
| 109 |
+
- inquirerpy==0.3.4
|
| 110 |
+
- jinja2==3.1.6
|
| 111 |
+
- kiwisolver==1.4.7
|
| 112 |
+
- kornia==0.7.2
|
| 113 |
+
- kornia-rs==0.1.9
|
| 114 |
+
- labmaze==1.0.6
|
| 115 |
+
- lightning-utilities==0.14.3
|
| 116 |
+
- lxml==5.4.0
|
| 117 |
+
- markdown==3.8
|
| 118 |
+
- markupsafe==3.0.2
|
| 119 |
+
- matplotlib==3.9.4
|
| 120 |
+
- ml-collections==0.1.1
|
| 121 |
+
- mocapact==0.1
|
| 122 |
+
- moviepy==1.0.3
|
| 123 |
+
- mpmath==1.3.0
|
| 124 |
+
- mujoco==3.1.2
|
| 125 |
+
- multidict==6.4.4
|
| 126 |
+
- networkx==3.2.1
|
| 127 |
+
- numpy==1.24.4
|
| 128 |
+
- nvidia-cublas-cu12==12.6.4.1
|
| 129 |
+
- nvidia-cuda-cupti-cu12==12.6.80
|
| 130 |
+
- nvidia-cuda-nvrtc-cu12==12.6.77
|
| 131 |
+
- nvidia-cuda-runtime-cu12==12.6.77
|
| 132 |
+
- nvidia-cudnn-cu12==9.5.1.17
|
| 133 |
+
- nvidia-cufft-cu12==11.3.0.4
|
| 134 |
+
- nvidia-cufile-cu12==1.11.1.6
|
| 135 |
+
- nvidia-curand-cu12==10.3.7.77
|
| 136 |
+
- nvidia-cusolver-cu12==11.7.1.2
|
| 137 |
+
- nvidia-cusparse-cu12==12.5.4.2
|
| 138 |
+
- nvidia-cusparselt-cu12==0.6.3
|
| 139 |
+
- nvidia-nccl-cu12==2.26.2
|
| 140 |
+
- nvidia-nvjitlink-cu12==12.6.85
|
| 141 |
+
- nvidia-nvtx-cu12==12.6.77
|
| 142 |
+
- omegaconf==2.3.0
|
| 143 |
+
- orjson==3.10.18
|
| 144 |
+
- packaging==25.0
|
| 145 |
+
- pandas==2.0.3
|
| 146 |
+
- pfzy==0.3.4
|
| 147 |
+
- pillow==11.2.1
|
| 148 |
+
- platformdirs==4.3.8
|
| 149 |
+
- proglog==0.1.12
|
| 150 |
+
- prompt-toolkit==3.0.51
|
| 151 |
+
- propcache==0.3.2
|
| 152 |
+
- protobuf==3.20.1
|
| 153 |
+
- psutil==7.0.0
|
| 154 |
+
- pydeprecate==0.3.2
|
| 155 |
+
- pyopengl==3.1.9
|
| 156 |
+
- pyparsing==3.2.3
|
| 157 |
+
- python-dateutil==2.9.0.post0
|
| 158 |
+
- pytorch-lightning==1.6.5.post0
|
| 159 |
+
- pytz==2025.2
|
| 160 |
+
- pyyaml==6.0.2
|
| 161 |
+
- requests==2.32.4
|
| 162 |
+
- scipy==1.13.1
|
| 163 |
+
- sentry-sdk==2.30.0
|
| 164 |
+
- setproctitle==1.3.6
|
| 165 |
+
- shimmy==2.0.0
|
| 166 |
+
- six==1.17.0
|
| 167 |
+
- smmap==5.0.2
|
| 168 |
+
- stable-baselines3==2.6.0
|
| 169 |
+
- submitit==1.5.1
|
| 170 |
+
- sympy==1.14.0
|
| 171 |
+
- tensorboard==2.19.0
|
| 172 |
+
- tensorboard-data-server==0.7.2
|
| 173 |
+
- tensordict==0.8.3
|
| 174 |
+
- termcolor==2.4.0
|
| 175 |
+
- torch==2.7.1
|
| 176 |
+
- torchaudio==2.7.1+cu118
|
| 177 |
+
- torchmetrics==1.7.3
|
| 178 |
+
- torchrl==0.8.1
|
| 179 |
+
- torchvision==0.22.1+cu118
|
| 180 |
+
- tqdm==4.66.4
|
| 181 |
+
- triton==3.3.1
|
| 182 |
+
- typing-extensions==4.14.0
|
| 183 |
+
- tzdata==2025.2
|
| 184 |
+
- urllib3==2.4.0
|
| 185 |
+
- wandb==0.17.4
|
| 186 |
+
- wcwidth==0.2.13
|
| 187 |
+
- werkzeug==3.1.3
|
| 188 |
+
- yarl==1.20.1
|
| 189 |
+
- zipp==3.23.0
|
| 190 |
+
prefix: /ceph/home/songchun01/miniconda3/envs/moore
|
dog-run/30/4o_dog-run_s30/wandb/offline-run-20250711_103424-74w1qu4v/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,642 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
dog-run/30/4o_dog-run_s30/wandb/offline-run-20250711_103424-74w1qu4v/logs/debug.log
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2025-07-11 10:34:24,100 INFO MainThread:4158551 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
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2025-07-11 10:34:24,101 INFO MainThread:4158551 [wandb_setup.py:_flush():76] Configure stats pid to 4158551
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2025-07-11 10:34:24,102 INFO MainThread:4158551 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
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2025-07-11 10:34:24,102 INFO MainThread:4158551 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-11/10-34-07/wandb/settings
|
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2025-07-11 10:34:24,102 INFO MainThread:4158551 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
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+
2025-07-11 10:34:24,102 INFO MainThread:4158551 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
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+
2025-07-11 10:34:24,103 INFO MainThread:4158551 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
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2025-07-11 10:34:24,103 INFO MainThread:4158551 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/4o_dog-run_s30/wandb/offline-run-20250711_103424-74w1qu4v/logs/debug.log
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2025-07-11 10:34:24,104 INFO MainThread:4158551 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/4o_dog-run_s30/wandb/offline-run-20250711_103424-74w1qu4v/logs/debug-internal.log
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2025-07-11 10:34:24,104 INFO MainThread:4158551 [wandb_init.py:init():569] calling init triggers
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| 11 |
+
2025-07-11 10:34:24,104 INFO MainThread:4158551 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': '4o_dog-run_s30', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': True, 'n_experts': 4, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 30, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/4o_dog-run_s30'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-11 10:34:24,104 INFO MainThread:4158551 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-11 10:34:24,105 INFO MainThread:4158551 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-11 10:34:24,112 INFO MainThread:4158551 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-11 10:34:24,114 INFO MainThread:4158551 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-11 10:34:24,127 INFO MainThread:4158551 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-11 10:34:24,249 INFO MainThread:4158551 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-11 10:34:24,260 INFO MainThread:4158551 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-11 10:34:30,091 INFO MainThread:4158551 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-11 10:34:30,091 INFO MainThread:4158551 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-11 10:34:30,092 INFO MainThread:4158551 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-11 10:34:30,092 INFO MainThread:4158551 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-11 10:34:30,095 INFO MainThread:4158551 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/30/4o_dog-run_s30/wandb/offline-run-20250712_123241-l81gqqu9/files/conda-environment.yaml
ADDED
|
@@ -0,0 +1,190 @@
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|
|
| 1 |
+
name: moore
|
| 2 |
+
channels:
|
| 3 |
+
- conda-forge
|
| 4 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
|
| 5 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/
|
| 6 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
|
| 7 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
|
| 8 |
+
- defaults
|
| 9 |
+
dependencies:
|
| 10 |
+
- _libgcc_mutex=0.1=conda_forge
|
| 11 |
+
- _openmp_mutex=4.5=2_gnu
|
| 12 |
+
- bzip2=1.0.8=h4bc722e_7
|
| 13 |
+
- ca-certificates=2025.6.15=hbd8a1cb_0
|
| 14 |
+
- cloudpickle=3.1.1=pyhd8ed1ab_0
|
| 15 |
+
- gettext=0.24.1=h5888daf_0
|
| 16 |
+
- gettext-tools=0.24.1=h5888daf_0
|
| 17 |
+
- glew=2.2.0=hcfb9eae_1
|
| 18 |
+
- glib=2.78.4=hf2295e7_4
|
| 19 |
+
- glib-tools=2.78.4=hde27a5a_4
|
| 20 |
+
- gym=0.21.0=py39hef51801_2
|
| 21 |
+
- ld_impl_linux-64=2.43=h1423503_5
|
| 22 |
+
- libasprintf=0.24.1=h8e693c7_0
|
| 23 |
+
- libasprintf-devel=0.24.1=h8e693c7_0
|
| 24 |
+
- libblas=3.9.0=31_h59b9bed_openblas
|
| 25 |
+
- libcblas=3.9.0=31_he106b2a_openblas
|
| 26 |
+
- libegl=1.7.0=ha4b6fd6_2
|
| 27 |
+
- libexpat=2.7.0=h5888daf_0
|
| 28 |
+
- libffi=3.4.6=h2dba641_1
|
| 29 |
+
- libgcc=15.1.0=h767d61c_2
|
| 30 |
+
- libgcc-ng=15.1.0=h69a702a_2
|
| 31 |
+
- libgettextpo=0.24.1=h5888daf_0
|
| 32 |
+
- libgettextpo-devel=0.24.1=h5888daf_0
|
| 33 |
+
- libgfortran=15.1.0=h69a702a_2
|
| 34 |
+
- libgfortran5=15.1.0=hcea5267_2
|
| 35 |
+
- libgl=1.7.0=ha4b6fd6_2
|
| 36 |
+
- libglib=2.78.4=hf2295e7_4
|
| 37 |
+
- libglu=9.0.3=h5888daf_1
|
| 38 |
+
- libglvnd=1.7.0=ha4b6fd6_2
|
| 39 |
+
- libglx=1.7.0=ha4b6fd6_2
|
| 40 |
+
- libgomp=15.1.0=h767d61c_2
|
| 41 |
+
- libiconv=1.18=h4ce23a2_1
|
| 42 |
+
- liblapack=3.9.0=31_h7ac8fdf_openblas
|
| 43 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 44 |
+
- libnsl=2.0.1=hd590300_0
|
| 45 |
+
- libopenblas=0.3.29=pthreads_h94d23a6_0
|
| 46 |
+
- libopengl=1.7.0=ha4b6fd6_2
|
| 47 |
+
- libsqlite=3.50.1=hee588c1_0
|
| 48 |
+
- libstdcxx=15.1.0=h8f9b012_2
|
| 49 |
+
- libstdcxx-ng=15.1.0=h4852527_2
|
| 50 |
+
- libuuid=2.38.1=h0b41bf4_0
|
| 51 |
+
- libxcb=1.17.0=h8a09558_0
|
| 52 |
+
- libxcrypt=4.4.36=hd590300_1
|
| 53 |
+
- libzlib=1.3.1=hb9d3cd8_2
|
| 54 |
+
- ncurses=6.5=h2d0b736_3
|
| 55 |
+
- openssl=3.5.0=h7b32b05_1
|
| 56 |
+
- pcre2=10.43=hcad00b1_0
|
| 57 |
+
- pip=24.0=pyhd8ed1ab_0
|
| 58 |
+
- pthread-stubs=0.4=hb9d3cd8_1002
|
| 59 |
+
- python=3.9.23=hc30ae73_0_cpython
|
| 60 |
+
- python_abi=3.9=7_cp39
|
| 61 |
+
- readline=8.2=h8c095d6_2
|
| 62 |
+
- setuptools=80.9.0=pyhff2d567_0
|
| 63 |
+
- tk=8.6.13=noxft_hd72426e_102
|
| 64 |
+
- wheel=0.45.1=pyhd8ed1ab_1
|
| 65 |
+
- xorg-libx11=1.8.12=h4f16b4b_0
|
| 66 |
+
- xorg-libxau=1.0.12=hb9d3cd8_0
|
| 67 |
+
- xorg-libxdmcp=1.1.5=hb9d3cd8_0
|
| 68 |
+
- pip:
|
| 69 |
+
- absl-py==2.3.0
|
| 70 |
+
- aiohappyeyeballs==2.6.1
|
| 71 |
+
- aiohttp==3.12.13
|
| 72 |
+
- aiosignal==1.3.2
|
| 73 |
+
- antlr4-python3-runtime==4.9.3
|
| 74 |
+
- async-timeout==5.0.1
|
| 75 |
+
- attrs==25.3.0
|
| 76 |
+
- certifi==2025.6.15
|
| 77 |
+
- charset-normalizer==3.4.2
|
| 78 |
+
- click==8.1.8
|
| 79 |
+
- contextlib2==21.6.0
|
| 80 |
+
- contourpy==1.3.0
|
| 81 |
+
- cycler==0.12.1
|
| 82 |
+
- decorator==4.4.2
|
| 83 |
+
- dm-control==1.0.16
|
| 84 |
+
- dm-env==1.6
|
| 85 |
+
- dm-tree==0.1.8
|
| 86 |
+
- docker-pycreds==0.4.0
|
| 87 |
+
- etils==1.5.2
|
| 88 |
+
- farama-notifications==0.0.4
|
| 89 |
+
- ffmpeg==1.4
|
| 90 |
+
- filelock==3.18.0
|
| 91 |
+
- fonttools==4.58.4
|
| 92 |
+
- frozenlist==1.7.0
|
| 93 |
+
- fsspec==2025.5.1
|
| 94 |
+
- gitdb==4.0.12
|
| 95 |
+
- gitpython==3.1.44
|
| 96 |
+
- glfw==2.7.0
|
| 97 |
+
- grpcio==1.73.0
|
| 98 |
+
- gymnasium==1.1.1
|
| 99 |
+
- h5py==3.11.0
|
| 100 |
+
- hf-xet==1.1.4
|
| 101 |
+
- huggingface-hub==0.33.0
|
| 102 |
+
- hydra-core==1.3.2
|
| 103 |
+
- hydra-submitit-launcher==1.2.0
|
| 104 |
+
- idna==3.10
|
| 105 |
+
- imageio==2.34.1
|
| 106 |
+
- imageio-ffmpeg==0.4.9
|
| 107 |
+
- importlib-metadata==8.7.0
|
| 108 |
+
- importlib-resources==6.5.2
|
| 109 |
+
- inquirerpy==0.3.4
|
| 110 |
+
- jinja2==3.1.6
|
| 111 |
+
- kiwisolver==1.4.7
|
| 112 |
+
- kornia==0.7.2
|
| 113 |
+
- kornia-rs==0.1.9
|
| 114 |
+
- labmaze==1.0.6
|
| 115 |
+
- lightning-utilities==0.14.3
|
| 116 |
+
- lxml==5.4.0
|
| 117 |
+
- markdown==3.8
|
| 118 |
+
- markupsafe==3.0.2
|
| 119 |
+
- matplotlib==3.9.4
|
| 120 |
+
- ml-collections==0.1.1
|
| 121 |
+
- mocapact==0.1
|
| 122 |
+
- moviepy==1.0.3
|
| 123 |
+
- mpmath==1.3.0
|
| 124 |
+
- mujoco==3.1.2
|
| 125 |
+
- multidict==6.4.4
|
| 126 |
+
- networkx==3.2.1
|
| 127 |
+
- numpy==1.24.4
|
| 128 |
+
- nvidia-cublas-cu12==12.6.4.1
|
| 129 |
+
- nvidia-cuda-cupti-cu12==12.6.80
|
| 130 |
+
- nvidia-cuda-nvrtc-cu12==12.6.77
|
| 131 |
+
- nvidia-cuda-runtime-cu12==12.6.77
|
| 132 |
+
- nvidia-cudnn-cu12==9.5.1.17
|
| 133 |
+
- nvidia-cufft-cu12==11.3.0.4
|
| 134 |
+
- nvidia-cufile-cu12==1.11.1.6
|
| 135 |
+
- nvidia-curand-cu12==10.3.7.77
|
| 136 |
+
- nvidia-cusolver-cu12==11.7.1.2
|
| 137 |
+
- nvidia-cusparse-cu12==12.5.4.2
|
| 138 |
+
- nvidia-cusparselt-cu12==0.6.3
|
| 139 |
+
- nvidia-nccl-cu12==2.26.2
|
| 140 |
+
- nvidia-nvjitlink-cu12==12.6.85
|
| 141 |
+
- nvidia-nvtx-cu12==12.6.77
|
| 142 |
+
- omegaconf==2.3.0
|
| 143 |
+
- orjson==3.10.18
|
| 144 |
+
- packaging==25.0
|
| 145 |
+
- pandas==2.0.3
|
| 146 |
+
- pfzy==0.3.4
|
| 147 |
+
- pillow==11.2.1
|
| 148 |
+
- platformdirs==4.3.8
|
| 149 |
+
- proglog==0.1.12
|
| 150 |
+
- prompt-toolkit==3.0.51
|
| 151 |
+
- propcache==0.3.2
|
| 152 |
+
- protobuf==3.20.1
|
| 153 |
+
- psutil==7.0.0
|
| 154 |
+
- pydeprecate==0.3.2
|
| 155 |
+
- pyopengl==3.1.9
|
| 156 |
+
- pyparsing==3.2.3
|
| 157 |
+
- python-dateutil==2.9.0.post0
|
| 158 |
+
- pytorch-lightning==1.6.5.post0
|
| 159 |
+
- pytz==2025.2
|
| 160 |
+
- pyyaml==6.0.2
|
| 161 |
+
- requests==2.32.4
|
| 162 |
+
- scipy==1.13.1
|
| 163 |
+
- sentry-sdk==2.30.0
|
| 164 |
+
- setproctitle==1.3.6
|
| 165 |
+
- shimmy==2.0.0
|
| 166 |
+
- six==1.17.0
|
| 167 |
+
- smmap==5.0.2
|
| 168 |
+
- stable-baselines3==2.6.0
|
| 169 |
+
- submitit==1.5.1
|
| 170 |
+
- sympy==1.14.0
|
| 171 |
+
- tensorboard==2.19.0
|
| 172 |
+
- tensorboard-data-server==0.7.2
|
| 173 |
+
- tensordict==0.8.3
|
| 174 |
+
- termcolor==2.4.0
|
| 175 |
+
- torch==2.7.1
|
| 176 |
+
- torchaudio==2.7.1+cu118
|
| 177 |
+
- torchmetrics==1.7.3
|
| 178 |
+
- torchrl==0.8.1
|
| 179 |
+
- torchvision==0.22.1+cu118
|
| 180 |
+
- tqdm==4.66.4
|
| 181 |
+
- triton==3.3.1
|
| 182 |
+
- typing-extensions==4.14.0
|
| 183 |
+
- tzdata==2025.2
|
| 184 |
+
- urllib3==2.4.0
|
| 185 |
+
- wandb==0.17.4
|
| 186 |
+
- wcwidth==0.2.13
|
| 187 |
+
- werkzeug==3.1.3
|
| 188 |
+
- yarl==1.20.1
|
| 189 |
+
- zipp==3.23.0
|
| 190 |
+
prefix: /ceph/home/songchun01/miniconda3/envs/moore
|
dog-run/30/4o_dog-run_s30/wandb/offline-run-20250712_123241-l81gqqu9/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,642 @@
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|
| 1 |
+
{
|
| 2 |
+
"os": "Linux-4.18.0-372.9.1.el8.x86_64-x86_64-with-glibc2.28",
|
| 3 |
+
"python": "3.9.23",
|
| 4 |
+
"heartbeatAt": "2025-07-12T04:32:43.212271",
|
| 5 |
+
"startedAt": "2025-07-12T04:32:41.855752",
|
| 6 |
+
"docker": null,
|
| 7 |
+
"cuda": null,
|
| 8 |
+
"args": [
|
| 9 |
+
"task=dog-run",
|
| 10 |
+
"use_moe=true",
|
| 11 |
+
"n_experts=4",
|
| 12 |
+
"seed=30",
|
| 13 |
+
"exp_name=4o_dog-run_s30"
|
| 14 |
+
],
|
| 15 |
+
"state": "running",
|
| 16 |
+
"program": "/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py",
|
| 17 |
+
"codePathLocal": null,
|
| 18 |
+
"codePath": "tdmpc2/train.py",
|
| 19 |
+
"git": {
|
| 20 |
+
"remote": "https://github.com/SC-Levi/boya_tdmpc2.git",
|
| 21 |
+
"commit": "467cca1d32da4cca3dd506435c2f5ceadfc564e0"
|
| 22 |
+
},
|
| 23 |
+
"email": "sc_levi@163.com",
|
| 24 |
+
"root": "/ceph/home/songchun01/xiaoyuan/boya_tdmpc2",
|
| 25 |
+
"host": "node007",
|
| 26 |
+
"username": "songchun01",
|
| 27 |
+
"executable": "/ceph/home/songchun01/miniconda3/envs/moore/bin/python",
|
| 28 |
+
"cpu_count": 56,
|
| 29 |
+
"cpu_count_logical": 112,
|
| 30 |
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"cpu_freq": {
|
| 31 |
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"current": 3429.7075000000004,
|
| 32 |
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"min": 800.0,
|
| 33 |
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"max": 3500.0
|
| 34 |
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},
|
| 35 |
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"cpu_freq_per_core": [
|
| 36 |
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{
|
| 37 |
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"current": 3500.0,
|
| 38 |
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"min": 800.0,
|
| 39 |
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|
| 40 |
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|
| 41 |
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{
|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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{
|
| 62 |
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"current": 3314.28,
|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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| 70 |
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|
| 71 |
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|
| 72 |
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|
| 73 |
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|
| 74 |
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|
| 75 |
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|
| 76 |
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|
| 77 |
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|
| 78 |
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"min": 800.0,
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| 79 |
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|
| 80 |
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|
| 81 |
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{
|
| 82 |
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"current": 3229.685,
|
| 83 |
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|
| 84 |
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|
| 85 |
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|
| 86 |
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{
|
| 87 |
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|
| 88 |
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"min": 800.0,
|
| 89 |
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|
| 90 |
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|
| 91 |
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{
|
| 92 |
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"current": 3294.2,
|
| 93 |
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"min": 800.0,
|
| 94 |
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|
| 95 |
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|
| 96 |
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{
|
| 97 |
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"current": 3319.965,
|
| 98 |
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|
| 99 |
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| 100 |
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|
| 101 |
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{
|
| 102 |
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|
| 103 |
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|
| 104 |
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|
| 105 |
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|
| 106 |
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| 611 |
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"name": "NVIDIA GeForce RTX 3090",
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| 612 |
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|
| 613 |
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| 614 |
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{
|
| 615 |
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"name": "NVIDIA GeForce RTX 3090",
|
| 616 |
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|
| 617 |
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| 618 |
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{
|
| 619 |
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"name": "NVIDIA GeForce RTX 3090",
|
| 620 |
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|
| 621 |
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| 622 |
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| 623 |
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|
| 624 |
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|
| 625 |
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| 626 |
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| 627 |
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| 628 |
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|
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| 631 |
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|
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| 635 |
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|
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| 637 |
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|
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| 639 |
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"memory": {
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|
dog-run/30/4o_dog-run_s30/wandb/offline-run-20250712_123241-l81gqqu9/logs/debug.log
ADDED
|
@@ -0,0 +1,24 @@
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| 1 |
+
2025-07-12 12:32:41,873 INFO MainThread:77322 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
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2025-07-12 12:32:41,874 INFO MainThread:77322 [wandb_setup.py:_flush():76] Configure stats pid to 77322
|
| 3 |
+
2025-07-12 12:32:41,874 INFO MainThread:77322 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-12 12:32:41,874 INFO MainThread:77322 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-12/12-32-30/wandb/settings
|
| 5 |
+
2025-07-12 12:32:41,875 INFO MainThread:77322 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-12 12:32:41,875 INFO MainThread:77322 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-12 12:32:41,875 INFO MainThread:77322 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
|
| 8 |
+
2025-07-12 12:32:41,876 INFO MainThread:77322 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/4o_dog-run_s30/wandb/offline-run-20250712_123241-l81gqqu9/logs/debug.log
|
| 9 |
+
2025-07-12 12:32:41,876 INFO MainThread:77322 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/4o_dog-run_s30/wandb/offline-run-20250712_123241-l81gqqu9/logs/debug-internal.log
|
| 10 |
+
2025-07-12 12:32:41,876 INFO MainThread:77322 [wandb_init.py:init():569] calling init triggers
|
| 11 |
+
2025-07-12 12:32:41,877 INFO MainThread:77322 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': '4o_dog-run_s30', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': True, 'n_experts': 4, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 30, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/4o_dog-run_s30'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-12 12:32:41,877 INFO MainThread:77322 [wandb_init.py:init():619] starting backend
|
| 14 |
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2025-07-12 12:32:41,877 INFO MainThread:77322 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-12 12:32:41,887 INFO MainThread:77322 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-12 12:32:41,889 INFO MainThread:77322 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-12 12:32:41,906 INFO MainThread:77322 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-12 12:32:42,017 INFO MainThread:77322 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-12 12:32:42,024 INFO MainThread:77322 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-12 12:32:47,773 INFO MainThread:77322 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-12 12:32:47,774 INFO MainThread:77322 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
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2025-07-12 12:32:47,774 INFO MainThread:77322 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-12 12:32:47,775 INFO MainThread:77322 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-12 12:32:47,780 INFO MainThread:77322 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/30/6o_dog-run_s30/eval.csv
ADDED
|
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step,episode_reward
|
| 2 |
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0.0,5.451955318450928
|
| 3 |
+
50000.0,17.936092376708984
|
| 4 |
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100000.0,43.19499969482422
|
| 5 |
+
150000.0,81.5292739868164
|
| 6 |
+
200000.0,97.37529754638672
|
| 7 |
+
250000.0,99.59532928466797
|
| 8 |
+
300000.0,100.50294494628906
|
| 9 |
+
350000.0,95.81703186035156
|
dog-run/30/6o_dog-run_s30/wandb/debug.log
ADDED
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2025-07-12 12:32:46,612 INFO MainThread:77343 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
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| 2 |
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2025-07-12 12:32:46,613 INFO MainThread:77343 [wandb_setup.py:_flush():76] Configure stats pid to 77343
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| 3 |
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2025-07-12 12:32:46,613 INFO MainThread:77343 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-12 12:32:46,614 INFO MainThread:77343 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-12/12-32-30/wandb/settings
|
| 5 |
+
2025-07-12 12:32:46,614 INFO MainThread:77343 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
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2025-07-12 12:32:46,614 INFO MainThread:77343 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-12 12:32:46,614 INFO MainThread:77343 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
|
| 8 |
+
2025-07-12 12:32:46,615 INFO MainThread:77343 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/6o_dog-run_s30/wandb/offline-run-20250712_123246-06zkb07l/logs/debug.log
|
| 9 |
+
2025-07-12 12:32:46,615 INFO MainThread:77343 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/6o_dog-run_s30/wandb/offline-run-20250712_123246-06zkb07l/logs/debug-internal.log
|
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2025-07-12 12:32:46,616 INFO MainThread:77343 [wandb_init.py:init():569] calling init triggers
|
| 11 |
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2025-07-12 12:32:46,616 INFO MainThread:77343 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': '6o_dog-run_s30', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': True, 'n_experts': 6, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 30, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/6o_dog-run_s30'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-12 12:32:46,616 INFO MainThread:77343 [wandb_init.py:init():619] starting backend
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| 14 |
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2025-07-12 12:32:46,617 INFO MainThread:77343 [wandb_init.py:init():623] setting up manager
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| 15 |
+
2025-07-12 12:32:46,626 INFO MainThread:77343 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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| 16 |
+
2025-07-12 12:32:46,628 INFO MainThread:77343 [wandb_init.py:init():631] backend started and connected
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| 17 |
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2025-07-12 12:32:46,643 INFO MainThread:77343 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-12 12:32:46,775 INFO MainThread:77343 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
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| 19 |
+
2025-07-12 12:32:46,783 INFO MainThread:77343 [wandb_init.py:init():804] starting run threads in backend
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| 20 |
+
2025-07-12 12:32:52,436 INFO MainThread:77343 [wandb_run.py:_console_start():2380] atexit reg
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| 21 |
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2025-07-12 12:32:52,437 INFO MainThread:77343 [wandb_run.py:_redirect():2235] redirect: wrap_raw
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| 22 |
+
2025-07-12 12:32:52,437 INFO MainThread:77343 [wandb_run.py:_redirect():2300] Wrapping output streams.
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2025-07-12 12:32:52,437 INFO MainThread:77343 [wandb_run.py:_redirect():2325] Redirects installed.
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| 24 |
+
2025-07-12 12:32:52,441 INFO MainThread:77343 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/30/6o_dog-run_s30/wandb/offline-run-20250711_103424-zlc1xdob/files/conda-environment.yaml
ADDED
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
name: moore
|
| 2 |
+
channels:
|
| 3 |
+
- conda-forge
|
| 4 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
|
| 5 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/
|
| 6 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
|
| 7 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
|
| 8 |
+
- defaults
|
| 9 |
+
dependencies:
|
| 10 |
+
- _libgcc_mutex=0.1=conda_forge
|
| 11 |
+
- _openmp_mutex=4.5=2_gnu
|
| 12 |
+
- bzip2=1.0.8=h4bc722e_7
|
| 13 |
+
- ca-certificates=2025.6.15=hbd8a1cb_0
|
| 14 |
+
- cloudpickle=3.1.1=pyhd8ed1ab_0
|
| 15 |
+
- gettext=0.24.1=h5888daf_0
|
| 16 |
+
- gettext-tools=0.24.1=h5888daf_0
|
| 17 |
+
- glew=2.2.0=hcfb9eae_1
|
| 18 |
+
- glib=2.78.4=hf2295e7_4
|
| 19 |
+
- glib-tools=2.78.4=hde27a5a_4
|
| 20 |
+
- gym=0.21.0=py39hef51801_2
|
| 21 |
+
- ld_impl_linux-64=2.43=h1423503_5
|
| 22 |
+
- libasprintf=0.24.1=h8e693c7_0
|
| 23 |
+
- libasprintf-devel=0.24.1=h8e693c7_0
|
| 24 |
+
- libblas=3.9.0=31_h59b9bed_openblas
|
| 25 |
+
- libcblas=3.9.0=31_he106b2a_openblas
|
| 26 |
+
- libegl=1.7.0=ha4b6fd6_2
|
| 27 |
+
- libexpat=2.7.0=h5888daf_0
|
| 28 |
+
- libffi=3.4.6=h2dba641_1
|
| 29 |
+
- libgcc=15.1.0=h767d61c_2
|
| 30 |
+
- libgcc-ng=15.1.0=h69a702a_2
|
| 31 |
+
- libgettextpo=0.24.1=h5888daf_0
|
| 32 |
+
- libgettextpo-devel=0.24.1=h5888daf_0
|
| 33 |
+
- libgfortran=15.1.0=h69a702a_2
|
| 34 |
+
- libgfortran5=15.1.0=hcea5267_2
|
| 35 |
+
- libgl=1.7.0=ha4b6fd6_2
|
| 36 |
+
- libglib=2.78.4=hf2295e7_4
|
| 37 |
+
- libglu=9.0.3=h5888daf_1
|
| 38 |
+
- libglvnd=1.7.0=ha4b6fd6_2
|
| 39 |
+
- libglx=1.7.0=ha4b6fd6_2
|
| 40 |
+
- libgomp=15.1.0=h767d61c_2
|
| 41 |
+
- libiconv=1.18=h4ce23a2_1
|
| 42 |
+
- liblapack=3.9.0=31_h7ac8fdf_openblas
|
| 43 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 44 |
+
- libnsl=2.0.1=hd590300_0
|
| 45 |
+
- libopenblas=0.3.29=pthreads_h94d23a6_0
|
| 46 |
+
- libopengl=1.7.0=ha4b6fd6_2
|
| 47 |
+
- libsqlite=3.50.1=hee588c1_0
|
| 48 |
+
- libstdcxx=15.1.0=h8f9b012_2
|
| 49 |
+
- libstdcxx-ng=15.1.0=h4852527_2
|
| 50 |
+
- libuuid=2.38.1=h0b41bf4_0
|
| 51 |
+
- libxcb=1.17.0=h8a09558_0
|
| 52 |
+
- libxcrypt=4.4.36=hd590300_1
|
| 53 |
+
- libzlib=1.3.1=hb9d3cd8_2
|
| 54 |
+
- ncurses=6.5=h2d0b736_3
|
| 55 |
+
- openssl=3.5.0=h7b32b05_1
|
| 56 |
+
- pcre2=10.43=hcad00b1_0
|
| 57 |
+
- pip=24.0=pyhd8ed1ab_0
|
| 58 |
+
- pthread-stubs=0.4=hb9d3cd8_1002
|
| 59 |
+
- python=3.9.23=hc30ae73_0_cpython
|
| 60 |
+
- python_abi=3.9=7_cp39
|
| 61 |
+
- readline=8.2=h8c095d6_2
|
| 62 |
+
- setuptools=80.9.0=pyhff2d567_0
|
| 63 |
+
- tk=8.6.13=noxft_hd72426e_102
|
| 64 |
+
- wheel=0.45.1=pyhd8ed1ab_1
|
| 65 |
+
- xorg-libx11=1.8.12=h4f16b4b_0
|
| 66 |
+
- xorg-libxau=1.0.12=hb9d3cd8_0
|
| 67 |
+
- xorg-libxdmcp=1.1.5=hb9d3cd8_0
|
| 68 |
+
- pip:
|
| 69 |
+
- absl-py==2.3.0
|
| 70 |
+
- aiohappyeyeballs==2.6.1
|
| 71 |
+
- aiohttp==3.12.13
|
| 72 |
+
- aiosignal==1.3.2
|
| 73 |
+
- antlr4-python3-runtime==4.9.3
|
| 74 |
+
- async-timeout==5.0.1
|
| 75 |
+
- attrs==25.3.0
|
| 76 |
+
- certifi==2025.6.15
|
| 77 |
+
- charset-normalizer==3.4.2
|
| 78 |
+
- click==8.1.8
|
| 79 |
+
- contextlib2==21.6.0
|
| 80 |
+
- contourpy==1.3.0
|
| 81 |
+
- cycler==0.12.1
|
| 82 |
+
- decorator==4.4.2
|
| 83 |
+
- dm-control==1.0.16
|
| 84 |
+
- dm-env==1.6
|
| 85 |
+
- dm-tree==0.1.8
|
| 86 |
+
- docker-pycreds==0.4.0
|
| 87 |
+
- etils==1.5.2
|
| 88 |
+
- farama-notifications==0.0.4
|
| 89 |
+
- ffmpeg==1.4
|
| 90 |
+
- filelock==3.18.0
|
| 91 |
+
- fonttools==4.58.4
|
| 92 |
+
- frozenlist==1.7.0
|
| 93 |
+
- fsspec==2025.5.1
|
| 94 |
+
- gitdb==4.0.12
|
| 95 |
+
- gitpython==3.1.44
|
| 96 |
+
- glfw==2.7.0
|
| 97 |
+
- grpcio==1.73.0
|
| 98 |
+
- gymnasium==1.1.1
|
| 99 |
+
- h5py==3.11.0
|
| 100 |
+
- hf-xet==1.1.4
|
| 101 |
+
- huggingface-hub==0.33.0
|
| 102 |
+
- hydra-core==1.3.2
|
| 103 |
+
- hydra-submitit-launcher==1.2.0
|
| 104 |
+
- idna==3.10
|
| 105 |
+
- imageio==2.34.1
|
| 106 |
+
- imageio-ffmpeg==0.4.9
|
| 107 |
+
- importlib-metadata==8.7.0
|
| 108 |
+
- importlib-resources==6.5.2
|
| 109 |
+
- inquirerpy==0.3.4
|
| 110 |
+
- jinja2==3.1.6
|
| 111 |
+
- kiwisolver==1.4.7
|
| 112 |
+
- kornia==0.7.2
|
| 113 |
+
- kornia-rs==0.1.9
|
| 114 |
+
- labmaze==1.0.6
|
| 115 |
+
- lightning-utilities==0.14.3
|
| 116 |
+
- lxml==5.4.0
|
| 117 |
+
- markdown==3.8
|
| 118 |
+
- markupsafe==3.0.2
|
| 119 |
+
- matplotlib==3.9.4
|
| 120 |
+
- ml-collections==0.1.1
|
| 121 |
+
- mocapact==0.1
|
| 122 |
+
- moviepy==1.0.3
|
| 123 |
+
- mpmath==1.3.0
|
| 124 |
+
- mujoco==3.1.2
|
| 125 |
+
- multidict==6.4.4
|
| 126 |
+
- networkx==3.2.1
|
| 127 |
+
- numpy==1.24.4
|
| 128 |
+
- nvidia-cublas-cu12==12.6.4.1
|
| 129 |
+
- nvidia-cuda-cupti-cu12==12.6.80
|
| 130 |
+
- nvidia-cuda-nvrtc-cu12==12.6.77
|
| 131 |
+
- nvidia-cuda-runtime-cu12==12.6.77
|
| 132 |
+
- nvidia-cudnn-cu12==9.5.1.17
|
| 133 |
+
- nvidia-cufft-cu12==11.3.0.4
|
| 134 |
+
- nvidia-cufile-cu12==1.11.1.6
|
| 135 |
+
- nvidia-curand-cu12==10.3.7.77
|
| 136 |
+
- nvidia-cusolver-cu12==11.7.1.2
|
| 137 |
+
- nvidia-cusparse-cu12==12.5.4.2
|
| 138 |
+
- nvidia-cusparselt-cu12==0.6.3
|
| 139 |
+
- nvidia-nccl-cu12==2.26.2
|
| 140 |
+
- nvidia-nvjitlink-cu12==12.6.85
|
| 141 |
+
- nvidia-nvtx-cu12==12.6.77
|
| 142 |
+
- omegaconf==2.3.0
|
| 143 |
+
- orjson==3.10.18
|
| 144 |
+
- packaging==25.0
|
| 145 |
+
- pandas==2.0.3
|
| 146 |
+
- pfzy==0.3.4
|
| 147 |
+
- pillow==11.2.1
|
| 148 |
+
- platformdirs==4.3.8
|
| 149 |
+
- proglog==0.1.12
|
| 150 |
+
- prompt-toolkit==3.0.51
|
| 151 |
+
- propcache==0.3.2
|
| 152 |
+
- protobuf==3.20.1
|
| 153 |
+
- psutil==7.0.0
|
| 154 |
+
- pydeprecate==0.3.2
|
| 155 |
+
- pyopengl==3.1.9
|
| 156 |
+
- pyparsing==3.2.3
|
| 157 |
+
- python-dateutil==2.9.0.post0
|
| 158 |
+
- pytorch-lightning==1.6.5.post0
|
| 159 |
+
- pytz==2025.2
|
| 160 |
+
- pyyaml==6.0.2
|
| 161 |
+
- requests==2.32.4
|
| 162 |
+
- scipy==1.13.1
|
| 163 |
+
- sentry-sdk==2.30.0
|
| 164 |
+
- setproctitle==1.3.6
|
| 165 |
+
- shimmy==2.0.0
|
| 166 |
+
- six==1.17.0
|
| 167 |
+
- smmap==5.0.2
|
| 168 |
+
- stable-baselines3==2.6.0
|
| 169 |
+
- submitit==1.5.1
|
| 170 |
+
- sympy==1.14.0
|
| 171 |
+
- tensorboard==2.19.0
|
| 172 |
+
- tensorboard-data-server==0.7.2
|
| 173 |
+
- tensordict==0.8.3
|
| 174 |
+
- termcolor==2.4.0
|
| 175 |
+
- torch==2.7.1
|
| 176 |
+
- torchaudio==2.7.1+cu118
|
| 177 |
+
- torchmetrics==1.7.3
|
| 178 |
+
- torchrl==0.8.1
|
| 179 |
+
- torchvision==0.22.1+cu118
|
| 180 |
+
- tqdm==4.66.4
|
| 181 |
+
- triton==3.3.1
|
| 182 |
+
- typing-extensions==4.14.0
|
| 183 |
+
- tzdata==2025.2
|
| 184 |
+
- urllib3==2.4.0
|
| 185 |
+
- wandb==0.17.4
|
| 186 |
+
- wcwidth==0.2.13
|
| 187 |
+
- werkzeug==3.1.3
|
| 188 |
+
- yarl==1.20.1
|
| 189 |
+
- zipp==3.23.0
|
| 190 |
+
prefix: /ceph/home/songchun01/miniconda3/envs/moore
|
dog-run/30/6o_dog-run_s30/wandb/offline-run-20250711_103424-zlc1xdob/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,642 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
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|
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|
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dog-run/30/6o_dog-run_s30/wandb/offline-run-20250711_103424-zlc1xdob/logs/debug.log
ADDED
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2025-07-11 10:34:24,077 INFO MainThread:4158572 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
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2025-07-11 10:34:24,077 INFO MainThread:4158572 [wandb_setup.py:_flush():76] Configure stats pid to 4158572
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2025-07-11 10:34:24,078 INFO MainThread:4158572 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
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2025-07-11 10:34:24,078 INFO MainThread:4158572 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-11/10-34-07/wandb/settings
|
| 5 |
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2025-07-11 10:34:24,078 INFO MainThread:4158572 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-11 10:34:24,079 INFO MainThread:4158572 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-11 10:34:24,079 INFO MainThread:4158572 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
|
| 8 |
+
2025-07-11 10:34:24,079 INFO MainThread:4158572 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/6o_dog-run_s30/wandb/offline-run-20250711_103424-zlc1xdob/logs/debug.log
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| 9 |
+
2025-07-11 10:34:24,079 INFO MainThread:4158572 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/6o_dog-run_s30/wandb/offline-run-20250711_103424-zlc1xdob/logs/debug-internal.log
|
| 10 |
+
2025-07-11 10:34:24,080 INFO MainThread:4158572 [wandb_init.py:init():569] calling init triggers
|
| 11 |
+
2025-07-11 10:34:24,080 INFO MainThread:4158572 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': '6o_dog-run_s30', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': True, 'n_experts': 6, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 30, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/6o_dog-run_s30'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-11 10:34:24,081 INFO MainThread:4158572 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-11 10:34:24,081 INFO MainThread:4158572 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-11 10:34:24,089 INFO MainThread:4158572 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-11 10:34:24,091 INFO MainThread:4158572 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-11 10:34:24,105 INFO MainThread:4158572 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-11 10:34:24,219 INFO MainThread:4158572 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-11 10:34:24,227 INFO MainThread:4158572 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-11 10:34:30,062 INFO MainThread:4158572 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-11 10:34:30,063 INFO MainThread:4158572 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-11 10:34:30,063 INFO MainThread:4158572 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-11 10:34:30,063 INFO MainThread:4158572 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-11 10:34:30,067 INFO MainThread:4158572 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/30/6o_dog-run_s30/wandb/offline-run-20250712_123246-06zkb07l/files/conda-environment.yaml
ADDED
|
@@ -0,0 +1,190 @@
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|
|
| 1 |
+
name: moore
|
| 2 |
+
channels:
|
| 3 |
+
- conda-forge
|
| 4 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
|
| 5 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/
|
| 6 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
|
| 7 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
|
| 8 |
+
- defaults
|
| 9 |
+
dependencies:
|
| 10 |
+
- _libgcc_mutex=0.1=conda_forge
|
| 11 |
+
- _openmp_mutex=4.5=2_gnu
|
| 12 |
+
- bzip2=1.0.8=h4bc722e_7
|
| 13 |
+
- ca-certificates=2025.6.15=hbd8a1cb_0
|
| 14 |
+
- cloudpickle=3.1.1=pyhd8ed1ab_0
|
| 15 |
+
- gettext=0.24.1=h5888daf_0
|
| 16 |
+
- gettext-tools=0.24.1=h5888daf_0
|
| 17 |
+
- glew=2.2.0=hcfb9eae_1
|
| 18 |
+
- glib=2.78.4=hf2295e7_4
|
| 19 |
+
- glib-tools=2.78.4=hde27a5a_4
|
| 20 |
+
- gym=0.21.0=py39hef51801_2
|
| 21 |
+
- ld_impl_linux-64=2.43=h1423503_5
|
| 22 |
+
- libasprintf=0.24.1=h8e693c7_0
|
| 23 |
+
- libasprintf-devel=0.24.1=h8e693c7_0
|
| 24 |
+
- libblas=3.9.0=31_h59b9bed_openblas
|
| 25 |
+
- libcblas=3.9.0=31_he106b2a_openblas
|
| 26 |
+
- libegl=1.7.0=ha4b6fd6_2
|
| 27 |
+
- libexpat=2.7.0=h5888daf_0
|
| 28 |
+
- libffi=3.4.6=h2dba641_1
|
| 29 |
+
- libgcc=15.1.0=h767d61c_2
|
| 30 |
+
- libgcc-ng=15.1.0=h69a702a_2
|
| 31 |
+
- libgettextpo=0.24.1=h5888daf_0
|
| 32 |
+
- libgettextpo-devel=0.24.1=h5888daf_0
|
| 33 |
+
- libgfortran=15.1.0=h69a702a_2
|
| 34 |
+
- libgfortran5=15.1.0=hcea5267_2
|
| 35 |
+
- libgl=1.7.0=ha4b6fd6_2
|
| 36 |
+
- libglib=2.78.4=hf2295e7_4
|
| 37 |
+
- libglu=9.0.3=h5888daf_1
|
| 38 |
+
- libglvnd=1.7.0=ha4b6fd6_2
|
| 39 |
+
- libglx=1.7.0=ha4b6fd6_2
|
| 40 |
+
- libgomp=15.1.0=h767d61c_2
|
| 41 |
+
- libiconv=1.18=h4ce23a2_1
|
| 42 |
+
- liblapack=3.9.0=31_h7ac8fdf_openblas
|
| 43 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 44 |
+
- libnsl=2.0.1=hd590300_0
|
| 45 |
+
- libopenblas=0.3.29=pthreads_h94d23a6_0
|
| 46 |
+
- libopengl=1.7.0=ha4b6fd6_2
|
| 47 |
+
- libsqlite=3.50.1=hee588c1_0
|
| 48 |
+
- libstdcxx=15.1.0=h8f9b012_2
|
| 49 |
+
- libstdcxx-ng=15.1.0=h4852527_2
|
| 50 |
+
- libuuid=2.38.1=h0b41bf4_0
|
| 51 |
+
- libxcb=1.17.0=h8a09558_0
|
| 52 |
+
- libxcrypt=4.4.36=hd590300_1
|
| 53 |
+
- libzlib=1.3.1=hb9d3cd8_2
|
| 54 |
+
- ncurses=6.5=h2d0b736_3
|
| 55 |
+
- openssl=3.5.0=h7b32b05_1
|
| 56 |
+
- pcre2=10.43=hcad00b1_0
|
| 57 |
+
- pip=24.0=pyhd8ed1ab_0
|
| 58 |
+
- pthread-stubs=0.4=hb9d3cd8_1002
|
| 59 |
+
- python=3.9.23=hc30ae73_0_cpython
|
| 60 |
+
- python_abi=3.9=7_cp39
|
| 61 |
+
- readline=8.2=h8c095d6_2
|
| 62 |
+
- setuptools=80.9.0=pyhff2d567_0
|
| 63 |
+
- tk=8.6.13=noxft_hd72426e_102
|
| 64 |
+
- wheel=0.45.1=pyhd8ed1ab_1
|
| 65 |
+
- xorg-libx11=1.8.12=h4f16b4b_0
|
| 66 |
+
- xorg-libxau=1.0.12=hb9d3cd8_0
|
| 67 |
+
- xorg-libxdmcp=1.1.5=hb9d3cd8_0
|
| 68 |
+
- pip:
|
| 69 |
+
- absl-py==2.3.0
|
| 70 |
+
- aiohappyeyeballs==2.6.1
|
| 71 |
+
- aiohttp==3.12.13
|
| 72 |
+
- aiosignal==1.3.2
|
| 73 |
+
- antlr4-python3-runtime==4.9.3
|
| 74 |
+
- async-timeout==5.0.1
|
| 75 |
+
- attrs==25.3.0
|
| 76 |
+
- certifi==2025.6.15
|
| 77 |
+
- charset-normalizer==3.4.2
|
| 78 |
+
- click==8.1.8
|
| 79 |
+
- contextlib2==21.6.0
|
| 80 |
+
- contourpy==1.3.0
|
| 81 |
+
- cycler==0.12.1
|
| 82 |
+
- decorator==4.4.2
|
| 83 |
+
- dm-control==1.0.16
|
| 84 |
+
- dm-env==1.6
|
| 85 |
+
- dm-tree==0.1.8
|
| 86 |
+
- docker-pycreds==0.4.0
|
| 87 |
+
- etils==1.5.2
|
| 88 |
+
- farama-notifications==0.0.4
|
| 89 |
+
- ffmpeg==1.4
|
| 90 |
+
- filelock==3.18.0
|
| 91 |
+
- fonttools==4.58.4
|
| 92 |
+
- frozenlist==1.7.0
|
| 93 |
+
- fsspec==2025.5.1
|
| 94 |
+
- gitdb==4.0.12
|
| 95 |
+
- gitpython==3.1.44
|
| 96 |
+
- glfw==2.7.0
|
| 97 |
+
- grpcio==1.73.0
|
| 98 |
+
- gymnasium==1.1.1
|
| 99 |
+
- h5py==3.11.0
|
| 100 |
+
- hf-xet==1.1.4
|
| 101 |
+
- huggingface-hub==0.33.0
|
| 102 |
+
- hydra-core==1.3.2
|
| 103 |
+
- hydra-submitit-launcher==1.2.0
|
| 104 |
+
- idna==3.10
|
| 105 |
+
- imageio==2.34.1
|
| 106 |
+
- imageio-ffmpeg==0.4.9
|
| 107 |
+
- importlib-metadata==8.7.0
|
| 108 |
+
- importlib-resources==6.5.2
|
| 109 |
+
- inquirerpy==0.3.4
|
| 110 |
+
- jinja2==3.1.6
|
| 111 |
+
- kiwisolver==1.4.7
|
| 112 |
+
- kornia==0.7.2
|
| 113 |
+
- kornia-rs==0.1.9
|
| 114 |
+
- labmaze==1.0.6
|
| 115 |
+
- lightning-utilities==0.14.3
|
| 116 |
+
- lxml==5.4.0
|
| 117 |
+
- markdown==3.8
|
| 118 |
+
- markupsafe==3.0.2
|
| 119 |
+
- matplotlib==3.9.4
|
| 120 |
+
- ml-collections==0.1.1
|
| 121 |
+
- mocapact==0.1
|
| 122 |
+
- moviepy==1.0.3
|
| 123 |
+
- mpmath==1.3.0
|
| 124 |
+
- mujoco==3.1.2
|
| 125 |
+
- multidict==6.4.4
|
| 126 |
+
- networkx==3.2.1
|
| 127 |
+
- numpy==1.24.4
|
| 128 |
+
- nvidia-cublas-cu12==12.6.4.1
|
| 129 |
+
- nvidia-cuda-cupti-cu12==12.6.80
|
| 130 |
+
- nvidia-cuda-nvrtc-cu12==12.6.77
|
| 131 |
+
- nvidia-cuda-runtime-cu12==12.6.77
|
| 132 |
+
- nvidia-cudnn-cu12==9.5.1.17
|
| 133 |
+
- nvidia-cufft-cu12==11.3.0.4
|
| 134 |
+
- nvidia-cufile-cu12==1.11.1.6
|
| 135 |
+
- nvidia-curand-cu12==10.3.7.77
|
| 136 |
+
- nvidia-cusolver-cu12==11.7.1.2
|
| 137 |
+
- nvidia-cusparse-cu12==12.5.4.2
|
| 138 |
+
- nvidia-cusparselt-cu12==0.6.3
|
| 139 |
+
- nvidia-nccl-cu12==2.26.2
|
| 140 |
+
- nvidia-nvjitlink-cu12==12.6.85
|
| 141 |
+
- nvidia-nvtx-cu12==12.6.77
|
| 142 |
+
- omegaconf==2.3.0
|
| 143 |
+
- orjson==3.10.18
|
| 144 |
+
- packaging==25.0
|
| 145 |
+
- pandas==2.0.3
|
| 146 |
+
- pfzy==0.3.4
|
| 147 |
+
- pillow==11.2.1
|
| 148 |
+
- platformdirs==4.3.8
|
| 149 |
+
- proglog==0.1.12
|
| 150 |
+
- prompt-toolkit==3.0.51
|
| 151 |
+
- propcache==0.3.2
|
| 152 |
+
- protobuf==3.20.1
|
| 153 |
+
- psutil==7.0.0
|
| 154 |
+
- pydeprecate==0.3.2
|
| 155 |
+
- pyopengl==3.1.9
|
| 156 |
+
- pyparsing==3.2.3
|
| 157 |
+
- python-dateutil==2.9.0.post0
|
| 158 |
+
- pytorch-lightning==1.6.5.post0
|
| 159 |
+
- pytz==2025.2
|
| 160 |
+
- pyyaml==6.0.2
|
| 161 |
+
- requests==2.32.4
|
| 162 |
+
- scipy==1.13.1
|
| 163 |
+
- sentry-sdk==2.30.0
|
| 164 |
+
- setproctitle==1.3.6
|
| 165 |
+
- shimmy==2.0.0
|
| 166 |
+
- six==1.17.0
|
| 167 |
+
- smmap==5.0.2
|
| 168 |
+
- stable-baselines3==2.6.0
|
| 169 |
+
- submitit==1.5.1
|
| 170 |
+
- sympy==1.14.0
|
| 171 |
+
- tensorboard==2.19.0
|
| 172 |
+
- tensorboard-data-server==0.7.2
|
| 173 |
+
- tensordict==0.8.3
|
| 174 |
+
- termcolor==2.4.0
|
| 175 |
+
- torch==2.7.1
|
| 176 |
+
- torchaudio==2.7.1+cu118
|
| 177 |
+
- torchmetrics==1.7.3
|
| 178 |
+
- torchrl==0.8.1
|
| 179 |
+
- torchvision==0.22.1+cu118
|
| 180 |
+
- tqdm==4.66.4
|
| 181 |
+
- triton==3.3.1
|
| 182 |
+
- typing-extensions==4.14.0
|
| 183 |
+
- tzdata==2025.2
|
| 184 |
+
- urllib3==2.4.0
|
| 185 |
+
- wandb==0.17.4
|
| 186 |
+
- wcwidth==0.2.13
|
| 187 |
+
- werkzeug==3.1.3
|
| 188 |
+
- yarl==1.20.1
|
| 189 |
+
- zipp==3.23.0
|
| 190 |
+
prefix: /ceph/home/songchun01/miniconda3/envs/moore
|
dog-run/30/6o_dog-run_s30/wandb/offline-run-20250712_123246-06zkb07l/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,642 @@
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|
| 1 |
+
{
|
| 2 |
+
"os": "Linux-4.18.0-372.9.1.el8.x86_64-x86_64-with-glibc2.28",
|
| 3 |
+
"python": "3.9.23",
|
| 4 |
+
"heartbeatAt": "2025-07-12T04:32:46.955102",
|
| 5 |
+
"startedAt": "2025-07-12T04:32:46.594429",
|
| 6 |
+
"docker": null,
|
| 7 |
+
"cuda": null,
|
| 8 |
+
"args": [
|
| 9 |
+
"task=dog-run",
|
| 10 |
+
"use_moe=true",
|
| 11 |
+
"n_experts=6",
|
| 12 |
+
"seed=30",
|
| 13 |
+
"exp_name=6o_dog-run_s30"
|
| 14 |
+
],
|
| 15 |
+
"state": "running",
|
| 16 |
+
"program": "/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py",
|
| 17 |
+
"codePathLocal": null,
|
| 18 |
+
"codePath": "tdmpc2/train.py",
|
| 19 |
+
"git": {
|
| 20 |
+
"remote": "https://github.com/SC-Levi/boya_tdmpc2.git",
|
| 21 |
+
"commit": "467cca1d32da4cca3dd506435c2f5ceadfc564e0"
|
| 22 |
+
},
|
| 23 |
+
"email": "sc_levi@163.com",
|
| 24 |
+
"root": "/ceph/home/songchun01/xiaoyuan/boya_tdmpc2",
|
| 25 |
+
"host": "node007",
|
| 26 |
+
"username": "songchun01",
|
| 27 |
+
"executable": "/ceph/home/songchun01/miniconda3/envs/moore/bin/python",
|
| 28 |
+
"cpu_count": 56,
|
| 29 |
+
"cpu_count_logical": 112,
|
| 30 |
+
"cpu_freq": {
|
| 31 |
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"current": 3470.4272232142857,
|
| 32 |
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"min": 800.0,
|
| 33 |
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"max": 3500.0
|
| 34 |
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},
|
| 35 |
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"cpu_freq_per_core": [
|
| 36 |
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{
|
| 37 |
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"current": 3400.0,
|
| 38 |
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"min": 800.0,
|
| 39 |
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"max": 3500.0
|
| 40 |
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},
|
| 41 |
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{
|
| 42 |
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"current": 3500.0,
|
| 43 |
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"min": 800.0,
|
| 44 |
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"max": 3500.0
|
| 45 |
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},
|
| 46 |
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{
|
| 47 |
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"current": 3372.2,
|
| 48 |
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"min": 800.0,
|
| 49 |
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"max": 3500.0
|
| 50 |
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},
|
| 51 |
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{
|
| 52 |
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"current": 3400.0,
|
| 53 |
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"min": 800.0,
|
| 54 |
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"max": 3500.0
|
| 55 |
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},
|
| 56 |
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{
|
| 57 |
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"current": 3386.426,
|
| 58 |
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"min": 800.0,
|
| 59 |
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"max": 3500.0
|
| 60 |
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},
|
| 61 |
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{
|
| 62 |
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"current": 3400.0,
|
| 63 |
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"min": 800.0,
|
| 64 |
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"max": 3500.0
|
| 65 |
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},
|
| 66 |
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{
|
| 67 |
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"current": 3400.005,
|
| 68 |
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"min": 800.0,
|
| 69 |
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"max": 3500.0
|
| 70 |
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},
|
| 71 |
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{
|
| 72 |
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"current": 3500.0,
|
| 73 |
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"min": 800.0,
|
| 74 |
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"max": 3500.0
|
| 75 |
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|
| 76 |
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{
|
| 77 |
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"current": 3500.0,
|
| 78 |
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"min": 800.0,
|
| 79 |
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"max": 3500.0
|
| 80 |
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},
|
| 81 |
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{
|
| 82 |
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"current": 3400.003,
|
| 83 |
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"min": 800.0,
|
| 84 |
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"max": 3500.0
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| 85 |
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|
| 86 |
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{
|
| 87 |
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"current": 3500.0,
|
| 88 |
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"min": 800.0,
|
| 89 |
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"max": 3500.0
|
| 90 |
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|
| 91 |
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{
|
| 92 |
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"current": 3400.006,
|
| 93 |
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"min": 800.0,
|
| 94 |
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"max": 3500.0
|
| 95 |
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},
|
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|
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| 623 |
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dog-run/30/6o_dog-run_s30/wandb/offline-run-20250712_123246-06zkb07l/logs/debug.log
ADDED
|
@@ -0,0 +1,24 @@
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|
| 1 |
+
2025-07-12 12:32:46,612 INFO MainThread:77343 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
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2025-07-12 12:32:46,613 INFO MainThread:77343 [wandb_setup.py:_flush():76] Configure stats pid to 77343
|
| 3 |
+
2025-07-12 12:32:46,613 INFO MainThread:77343 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-12 12:32:46,614 INFO MainThread:77343 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-12/12-32-30/wandb/settings
|
| 5 |
+
2025-07-12 12:32:46,614 INFO MainThread:77343 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-12 12:32:46,614 INFO MainThread:77343 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-12 12:32:46,614 INFO MainThread:77343 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
|
| 8 |
+
2025-07-12 12:32:46,615 INFO MainThread:77343 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/6o_dog-run_s30/wandb/offline-run-20250712_123246-06zkb07l/logs/debug.log
|
| 9 |
+
2025-07-12 12:32:46,615 INFO MainThread:77343 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/6o_dog-run_s30/wandb/offline-run-20250712_123246-06zkb07l/logs/debug-internal.log
|
| 10 |
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2025-07-12 12:32:46,616 INFO MainThread:77343 [wandb_init.py:init():569] calling init triggers
|
| 11 |
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2025-07-12 12:32:46,616 INFO MainThread:77343 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': '6o_dog-run_s30', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': True, 'n_experts': 6, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 30, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/6o_dog-run_s30'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-12 12:32:46,616 INFO MainThread:77343 [wandb_init.py:init():619] starting backend
|
| 14 |
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2025-07-12 12:32:46,617 INFO MainThread:77343 [wandb_init.py:init():623] setting up manager
|
| 15 |
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2025-07-12 12:32:46,626 INFO MainThread:77343 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-12 12:32:46,628 INFO MainThread:77343 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-12 12:32:46,643 INFO MainThread:77343 [wandb_init.py:init():720] updated telemetry
|
| 18 |
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2025-07-12 12:32:46,775 INFO MainThread:77343 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
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2025-07-12 12:32:46,783 INFO MainThread:77343 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
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2025-07-12 12:32:52,436 INFO MainThread:77343 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
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2025-07-12 12:32:52,437 INFO MainThread:77343 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
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2025-07-12 12:32:52,437 INFO MainThread:77343 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
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2025-07-12 12:32:52,437 INFO MainThread:77343 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-12 12:32:52,441 INFO MainThread:77343 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/30/tdmpc2_dog-run_s30/eval.csv
ADDED
|
@@ -0,0 +1,30 @@
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|
|
| 1 |
+
step,episode_reward
|
| 2 |
+
0.0,5.715065956115723
|
| 3 |
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50000.0,63.07100296020508
|
| 4 |
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100000.0,104.15872955322266
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| 5 |
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150000.0,111.1282730102539
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| 6 |
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200000.0,116.0999526977539
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| 7 |
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250000.0,131.8959503173828
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| 8 |
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300000.0,149.0811004638672
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| 9 |
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350000.0,158.7154541015625
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| 10 |
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400000.0,167.25167846679688
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| 11 |
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450000.0,168.3367462158203
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| 12 |
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500000.0,165.11659240722656
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| 13 |
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550000.0,169.80352783203125
|
| 14 |
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600000.0,170.73831176757812
|
| 15 |
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650000.0,164.9123077392578
|
| 16 |
+
700000.0,162.20298767089844
|
| 17 |
+
750000.0,169.7622833251953
|
| 18 |
+
800000.0,170.5858154296875
|
| 19 |
+
850000.0,164.9944610595703
|
| 20 |
+
900000.0,165.56362915039062
|
| 21 |
+
950000.0,163.4752655029297
|
| 22 |
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1000000.0,168.55410766601562
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| 23 |
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1050000.0,166.39236450195312
|
| 24 |
+
1100000.0,163.1787872314453
|
| 25 |
+
1150000.0,178.0067596435547
|
| 26 |
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1200000.0,163.24343872070312
|
| 27 |
+
1250000.0,171.49502563476562
|
| 28 |
+
1300000.0,168.3531036376953
|
| 29 |
+
1350000.0,177.3746337890625
|
| 30 |
+
1400000.0,172.31961059570312
|
dog-run/30/tdmpc2_dog-run_s30/wandb/debug.log
ADDED
|
@@ -0,0 +1,24 @@
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| 1 |
+
2025-07-12 12:32:43,022 INFO MainThread:77301 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
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2025-07-12 12:32:43,023 INFO MainThread:77301 [wandb_setup.py:_flush():76] Configure stats pid to 77301
|
| 3 |
+
2025-07-12 12:32:43,023 INFO MainThread:77301 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-12 12:32:43,024 INFO MainThread:77301 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-12/12-32-30/wandb/settings
|
| 5 |
+
2025-07-12 12:32:43,024 INFO MainThread:77301 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-12 12:32:43,024 INFO MainThread:77301 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-12 12:32:43,024 INFO MainThread:77301 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
|
| 8 |
+
2025-07-12 12:32:43,025 INFO MainThread:77301 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250712_123243-5888ihx2/logs/debug.log
|
| 9 |
+
2025-07-12 12:32:43,025 INFO MainThread:77301 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250712_123243-5888ihx2/logs/debug-internal.log
|
| 10 |
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2025-07-12 12:32:43,025 INFO MainThread:77301 [wandb_init.py:init():569] calling init triggers
|
| 11 |
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2025-07-12 12:32:43,026 INFO MainThread:77301 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': 'tdmpc2_dog-run_s30', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': False, 'n_experts': 4, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 30, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/tdmpc2_dog-run_s30'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-12 12:32:43,026 INFO MainThread:77301 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-12 12:32:43,026 INFO MainThread:77301 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-12 12:32:43,036 INFO MainThread:77301 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-12 12:32:43,039 INFO MainThread:77301 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-12 12:32:43,054 INFO MainThread:77301 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-12 12:32:43,153 INFO MainThread:77301 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-12 12:32:43,161 INFO MainThread:77301 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-12 12:32:48,413 INFO MainThread:77301 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-12 12:32:48,413 INFO MainThread:77301 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-12 12:32:48,414 INFO MainThread:77301 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-12 12:32:48,414 INFO MainThread:77301 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-12 12:32:48,417 INFO MainThread:77301 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250711_103423-med7rqnk/files/conda-environment.yaml
ADDED
|
@@ -0,0 +1,190 @@
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|
| 1 |
+
name: moore
|
| 2 |
+
channels:
|
| 3 |
+
- conda-forge
|
| 4 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
|
| 5 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/
|
| 6 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
|
| 7 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
|
| 8 |
+
- defaults
|
| 9 |
+
dependencies:
|
| 10 |
+
- _libgcc_mutex=0.1=conda_forge
|
| 11 |
+
- _openmp_mutex=4.5=2_gnu
|
| 12 |
+
- bzip2=1.0.8=h4bc722e_7
|
| 13 |
+
- ca-certificates=2025.6.15=hbd8a1cb_0
|
| 14 |
+
- cloudpickle=3.1.1=pyhd8ed1ab_0
|
| 15 |
+
- gettext=0.24.1=h5888daf_0
|
| 16 |
+
- gettext-tools=0.24.1=h5888daf_0
|
| 17 |
+
- glew=2.2.0=hcfb9eae_1
|
| 18 |
+
- glib=2.78.4=hf2295e7_4
|
| 19 |
+
- glib-tools=2.78.4=hde27a5a_4
|
| 20 |
+
- gym=0.21.0=py39hef51801_2
|
| 21 |
+
- ld_impl_linux-64=2.43=h1423503_5
|
| 22 |
+
- libasprintf=0.24.1=h8e693c7_0
|
| 23 |
+
- libasprintf-devel=0.24.1=h8e693c7_0
|
| 24 |
+
- libblas=3.9.0=31_h59b9bed_openblas
|
| 25 |
+
- libcblas=3.9.0=31_he106b2a_openblas
|
| 26 |
+
- libegl=1.7.0=ha4b6fd6_2
|
| 27 |
+
- libexpat=2.7.0=h5888daf_0
|
| 28 |
+
- libffi=3.4.6=h2dba641_1
|
| 29 |
+
- libgcc=15.1.0=h767d61c_2
|
| 30 |
+
- libgcc-ng=15.1.0=h69a702a_2
|
| 31 |
+
- libgettextpo=0.24.1=h5888daf_0
|
| 32 |
+
- libgettextpo-devel=0.24.1=h5888daf_0
|
| 33 |
+
- libgfortran=15.1.0=h69a702a_2
|
| 34 |
+
- libgfortran5=15.1.0=hcea5267_2
|
| 35 |
+
- libgl=1.7.0=ha4b6fd6_2
|
| 36 |
+
- libglib=2.78.4=hf2295e7_4
|
| 37 |
+
- libglu=9.0.3=h5888daf_1
|
| 38 |
+
- libglvnd=1.7.0=ha4b6fd6_2
|
| 39 |
+
- libglx=1.7.0=ha4b6fd6_2
|
| 40 |
+
- libgomp=15.1.0=h767d61c_2
|
| 41 |
+
- libiconv=1.18=h4ce23a2_1
|
| 42 |
+
- liblapack=3.9.0=31_h7ac8fdf_openblas
|
| 43 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 44 |
+
- libnsl=2.0.1=hd590300_0
|
| 45 |
+
- libopenblas=0.3.29=pthreads_h94d23a6_0
|
| 46 |
+
- libopengl=1.7.0=ha4b6fd6_2
|
| 47 |
+
- libsqlite=3.50.1=hee588c1_0
|
| 48 |
+
- libstdcxx=15.1.0=h8f9b012_2
|
| 49 |
+
- libstdcxx-ng=15.1.0=h4852527_2
|
| 50 |
+
- libuuid=2.38.1=h0b41bf4_0
|
| 51 |
+
- libxcb=1.17.0=h8a09558_0
|
| 52 |
+
- libxcrypt=4.4.36=hd590300_1
|
| 53 |
+
- libzlib=1.3.1=hb9d3cd8_2
|
| 54 |
+
- ncurses=6.5=h2d0b736_3
|
| 55 |
+
- openssl=3.5.0=h7b32b05_1
|
| 56 |
+
- pcre2=10.43=hcad00b1_0
|
| 57 |
+
- pip=24.0=pyhd8ed1ab_0
|
| 58 |
+
- pthread-stubs=0.4=hb9d3cd8_1002
|
| 59 |
+
- python=3.9.23=hc30ae73_0_cpython
|
| 60 |
+
- python_abi=3.9=7_cp39
|
| 61 |
+
- readline=8.2=h8c095d6_2
|
| 62 |
+
- setuptools=80.9.0=pyhff2d567_0
|
| 63 |
+
- tk=8.6.13=noxft_hd72426e_102
|
| 64 |
+
- wheel=0.45.1=pyhd8ed1ab_1
|
| 65 |
+
- xorg-libx11=1.8.12=h4f16b4b_0
|
| 66 |
+
- xorg-libxau=1.0.12=hb9d3cd8_0
|
| 67 |
+
- xorg-libxdmcp=1.1.5=hb9d3cd8_0
|
| 68 |
+
- pip:
|
| 69 |
+
- absl-py==2.3.0
|
| 70 |
+
- aiohappyeyeballs==2.6.1
|
| 71 |
+
- aiohttp==3.12.13
|
| 72 |
+
- aiosignal==1.3.2
|
| 73 |
+
- antlr4-python3-runtime==4.9.3
|
| 74 |
+
- async-timeout==5.0.1
|
| 75 |
+
- attrs==25.3.0
|
| 76 |
+
- certifi==2025.6.15
|
| 77 |
+
- charset-normalizer==3.4.2
|
| 78 |
+
- click==8.1.8
|
| 79 |
+
- contextlib2==21.6.0
|
| 80 |
+
- contourpy==1.3.0
|
| 81 |
+
- cycler==0.12.1
|
| 82 |
+
- decorator==4.4.2
|
| 83 |
+
- dm-control==1.0.16
|
| 84 |
+
- dm-env==1.6
|
| 85 |
+
- dm-tree==0.1.8
|
| 86 |
+
- docker-pycreds==0.4.0
|
| 87 |
+
- etils==1.5.2
|
| 88 |
+
- farama-notifications==0.0.4
|
| 89 |
+
- ffmpeg==1.4
|
| 90 |
+
- filelock==3.18.0
|
| 91 |
+
- fonttools==4.58.4
|
| 92 |
+
- frozenlist==1.7.0
|
| 93 |
+
- fsspec==2025.5.1
|
| 94 |
+
- gitdb==4.0.12
|
| 95 |
+
- gitpython==3.1.44
|
| 96 |
+
- glfw==2.7.0
|
| 97 |
+
- grpcio==1.73.0
|
| 98 |
+
- gymnasium==1.1.1
|
| 99 |
+
- h5py==3.11.0
|
| 100 |
+
- hf-xet==1.1.4
|
| 101 |
+
- huggingface-hub==0.33.0
|
| 102 |
+
- hydra-core==1.3.2
|
| 103 |
+
- hydra-submitit-launcher==1.2.0
|
| 104 |
+
- idna==3.10
|
| 105 |
+
- imageio==2.34.1
|
| 106 |
+
- imageio-ffmpeg==0.4.9
|
| 107 |
+
- importlib-metadata==8.7.0
|
| 108 |
+
- importlib-resources==6.5.2
|
| 109 |
+
- inquirerpy==0.3.4
|
| 110 |
+
- jinja2==3.1.6
|
| 111 |
+
- kiwisolver==1.4.7
|
| 112 |
+
- kornia==0.7.2
|
| 113 |
+
- kornia-rs==0.1.9
|
| 114 |
+
- labmaze==1.0.6
|
| 115 |
+
- lightning-utilities==0.14.3
|
| 116 |
+
- lxml==5.4.0
|
| 117 |
+
- markdown==3.8
|
| 118 |
+
- markupsafe==3.0.2
|
| 119 |
+
- matplotlib==3.9.4
|
| 120 |
+
- ml-collections==0.1.1
|
| 121 |
+
- mocapact==0.1
|
| 122 |
+
- moviepy==1.0.3
|
| 123 |
+
- mpmath==1.3.0
|
| 124 |
+
- mujoco==3.1.2
|
| 125 |
+
- multidict==6.4.4
|
| 126 |
+
- networkx==3.2.1
|
| 127 |
+
- numpy==1.24.4
|
| 128 |
+
- nvidia-cublas-cu12==12.6.4.1
|
| 129 |
+
- nvidia-cuda-cupti-cu12==12.6.80
|
| 130 |
+
- nvidia-cuda-nvrtc-cu12==12.6.77
|
| 131 |
+
- nvidia-cuda-runtime-cu12==12.6.77
|
| 132 |
+
- nvidia-cudnn-cu12==9.5.1.17
|
| 133 |
+
- nvidia-cufft-cu12==11.3.0.4
|
| 134 |
+
- nvidia-cufile-cu12==1.11.1.6
|
| 135 |
+
- nvidia-curand-cu12==10.3.7.77
|
| 136 |
+
- nvidia-cusolver-cu12==11.7.1.2
|
| 137 |
+
- nvidia-cusparse-cu12==12.5.4.2
|
| 138 |
+
- nvidia-cusparselt-cu12==0.6.3
|
| 139 |
+
- nvidia-nccl-cu12==2.26.2
|
| 140 |
+
- nvidia-nvjitlink-cu12==12.6.85
|
| 141 |
+
- nvidia-nvtx-cu12==12.6.77
|
| 142 |
+
- omegaconf==2.3.0
|
| 143 |
+
- orjson==3.10.18
|
| 144 |
+
- packaging==25.0
|
| 145 |
+
- pandas==2.0.3
|
| 146 |
+
- pfzy==0.3.4
|
| 147 |
+
- pillow==11.2.1
|
| 148 |
+
- platformdirs==4.3.8
|
| 149 |
+
- proglog==0.1.12
|
| 150 |
+
- prompt-toolkit==3.0.51
|
| 151 |
+
- propcache==0.3.2
|
| 152 |
+
- protobuf==3.20.1
|
| 153 |
+
- psutil==7.0.0
|
| 154 |
+
- pydeprecate==0.3.2
|
| 155 |
+
- pyopengl==3.1.9
|
| 156 |
+
- pyparsing==3.2.3
|
| 157 |
+
- python-dateutil==2.9.0.post0
|
| 158 |
+
- pytorch-lightning==1.6.5.post0
|
| 159 |
+
- pytz==2025.2
|
| 160 |
+
- pyyaml==6.0.2
|
| 161 |
+
- requests==2.32.4
|
| 162 |
+
- scipy==1.13.1
|
| 163 |
+
- sentry-sdk==2.30.0
|
| 164 |
+
- setproctitle==1.3.6
|
| 165 |
+
- shimmy==2.0.0
|
| 166 |
+
- six==1.17.0
|
| 167 |
+
- smmap==5.0.2
|
| 168 |
+
- stable-baselines3==2.6.0
|
| 169 |
+
- submitit==1.5.1
|
| 170 |
+
- sympy==1.14.0
|
| 171 |
+
- tensorboard==2.19.0
|
| 172 |
+
- tensorboard-data-server==0.7.2
|
| 173 |
+
- tensordict==0.8.3
|
| 174 |
+
- termcolor==2.4.0
|
| 175 |
+
- torch==2.7.1
|
| 176 |
+
- torchaudio==2.7.1+cu118
|
| 177 |
+
- torchmetrics==1.7.3
|
| 178 |
+
- torchrl==0.8.1
|
| 179 |
+
- torchvision==0.22.1+cu118
|
| 180 |
+
- tqdm==4.66.4
|
| 181 |
+
- triton==3.3.1
|
| 182 |
+
- typing-extensions==4.14.0
|
| 183 |
+
- tzdata==2025.2
|
| 184 |
+
- urllib3==2.4.0
|
| 185 |
+
- wandb==0.17.4
|
| 186 |
+
- wcwidth==0.2.13
|
| 187 |
+
- werkzeug==3.1.3
|
| 188 |
+
- yarl==1.20.1
|
| 189 |
+
- zipp==3.23.0
|
| 190 |
+
prefix: /ceph/home/songchun01/miniconda3/envs/moore
|
dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250711_103423-med7rqnk/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,641 @@
|
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dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250711_103423-med7rqnk/logs/debug.log
ADDED
|
@@ -0,0 +1,24 @@
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| 1 |
+
2025-07-11 10:34:23,961 INFO MainThread:4158530 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
+
2025-07-11 10:34:23,962 INFO MainThread:4158530 [wandb_setup.py:_flush():76] Configure stats pid to 4158530
|
| 3 |
+
2025-07-11 10:34:23,962 INFO MainThread:4158530 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-11 10:34:23,963 INFO MainThread:4158530 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-11/10-34-07/wandb/settings
|
| 5 |
+
2025-07-11 10:34:23,963 INFO MainThread:4158530 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-11 10:34:23,963 INFO MainThread:4158530 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-11 10:34:23,963 INFO MainThread:4158530 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
|
| 8 |
+
2025-07-11 10:34:23,964 INFO MainThread:4158530 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250711_103423-med7rqnk/logs/debug.log
|
| 9 |
+
2025-07-11 10:34:23,964 INFO MainThread:4158530 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250711_103423-med7rqnk/logs/debug-internal.log
|
| 10 |
+
2025-07-11 10:34:23,964 INFO MainThread:4158530 [wandb_init.py:init():569] calling init triggers
|
| 11 |
+
2025-07-11 10:34:23,965 INFO MainThread:4158530 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': 'tdmpc2_dog-run_s30', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': False, 'n_experts': 4, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 30, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/tdmpc2_dog-run_s30'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-11 10:34:23,965 INFO MainThread:4158530 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-11 10:34:23,965 INFO MainThread:4158530 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-11 10:34:23,972 INFO MainThread:4158530 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-11 10:34:23,973 INFO MainThread:4158530 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-11 10:34:23,986 INFO MainThread:4158530 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-11 10:34:24,096 INFO MainThread:4158530 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-11 10:34:24,103 INFO MainThread:4158530 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-11 10:34:30,086 INFO MainThread:4158530 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-11 10:34:30,086 INFO MainThread:4158530 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-11 10:34:30,086 INFO MainThread:4158530 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-11 10:34:30,087 INFO MainThread:4158530 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-11 10:34:30,089 INFO MainThread:4158530 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250712_123243-5888ihx2/files/conda-environment.yaml
ADDED
|
@@ -0,0 +1,190 @@
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|
|
| 1 |
+
name: moore
|
| 2 |
+
channels:
|
| 3 |
+
- conda-forge
|
| 4 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
|
| 5 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/
|
| 6 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
|
| 7 |
+
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
|
| 8 |
+
- defaults
|
| 9 |
+
dependencies:
|
| 10 |
+
- _libgcc_mutex=0.1=conda_forge
|
| 11 |
+
- _openmp_mutex=4.5=2_gnu
|
| 12 |
+
- bzip2=1.0.8=h4bc722e_7
|
| 13 |
+
- ca-certificates=2025.6.15=hbd8a1cb_0
|
| 14 |
+
- cloudpickle=3.1.1=pyhd8ed1ab_0
|
| 15 |
+
- gettext=0.24.1=h5888daf_0
|
| 16 |
+
- gettext-tools=0.24.1=h5888daf_0
|
| 17 |
+
- glew=2.2.0=hcfb9eae_1
|
| 18 |
+
- glib=2.78.4=hf2295e7_4
|
| 19 |
+
- glib-tools=2.78.4=hde27a5a_4
|
| 20 |
+
- gym=0.21.0=py39hef51801_2
|
| 21 |
+
- ld_impl_linux-64=2.43=h1423503_5
|
| 22 |
+
- libasprintf=0.24.1=h8e693c7_0
|
| 23 |
+
- libasprintf-devel=0.24.1=h8e693c7_0
|
| 24 |
+
- libblas=3.9.0=31_h59b9bed_openblas
|
| 25 |
+
- libcblas=3.9.0=31_he106b2a_openblas
|
| 26 |
+
- libegl=1.7.0=ha4b6fd6_2
|
| 27 |
+
- libexpat=2.7.0=h5888daf_0
|
| 28 |
+
- libffi=3.4.6=h2dba641_1
|
| 29 |
+
- libgcc=15.1.0=h767d61c_2
|
| 30 |
+
- libgcc-ng=15.1.0=h69a702a_2
|
| 31 |
+
- libgettextpo=0.24.1=h5888daf_0
|
| 32 |
+
- libgettextpo-devel=0.24.1=h5888daf_0
|
| 33 |
+
- libgfortran=15.1.0=h69a702a_2
|
| 34 |
+
- libgfortran5=15.1.0=hcea5267_2
|
| 35 |
+
- libgl=1.7.0=ha4b6fd6_2
|
| 36 |
+
- libglib=2.78.4=hf2295e7_4
|
| 37 |
+
- libglu=9.0.3=h5888daf_1
|
| 38 |
+
- libglvnd=1.7.0=ha4b6fd6_2
|
| 39 |
+
- libglx=1.7.0=ha4b6fd6_2
|
| 40 |
+
- libgomp=15.1.0=h767d61c_2
|
| 41 |
+
- libiconv=1.18=h4ce23a2_1
|
| 42 |
+
- liblapack=3.9.0=31_h7ac8fdf_openblas
|
| 43 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 44 |
+
- libnsl=2.0.1=hd590300_0
|
| 45 |
+
- libopenblas=0.3.29=pthreads_h94d23a6_0
|
| 46 |
+
- libopengl=1.7.0=ha4b6fd6_2
|
| 47 |
+
- libsqlite=3.50.1=hee588c1_0
|
| 48 |
+
- libstdcxx=15.1.0=h8f9b012_2
|
| 49 |
+
- libstdcxx-ng=15.1.0=h4852527_2
|
| 50 |
+
- libuuid=2.38.1=h0b41bf4_0
|
| 51 |
+
- libxcb=1.17.0=h8a09558_0
|
| 52 |
+
- libxcrypt=4.4.36=hd590300_1
|
| 53 |
+
- libzlib=1.3.1=hb9d3cd8_2
|
| 54 |
+
- ncurses=6.5=h2d0b736_3
|
| 55 |
+
- openssl=3.5.0=h7b32b05_1
|
| 56 |
+
- pcre2=10.43=hcad00b1_0
|
| 57 |
+
- pip=24.0=pyhd8ed1ab_0
|
| 58 |
+
- pthread-stubs=0.4=hb9d3cd8_1002
|
| 59 |
+
- python=3.9.23=hc30ae73_0_cpython
|
| 60 |
+
- python_abi=3.9=7_cp39
|
| 61 |
+
- readline=8.2=h8c095d6_2
|
| 62 |
+
- setuptools=80.9.0=pyhff2d567_0
|
| 63 |
+
- tk=8.6.13=noxft_hd72426e_102
|
| 64 |
+
- wheel=0.45.1=pyhd8ed1ab_1
|
| 65 |
+
- xorg-libx11=1.8.12=h4f16b4b_0
|
| 66 |
+
- xorg-libxau=1.0.12=hb9d3cd8_0
|
| 67 |
+
- xorg-libxdmcp=1.1.5=hb9d3cd8_0
|
| 68 |
+
- pip:
|
| 69 |
+
- absl-py==2.3.0
|
| 70 |
+
- aiohappyeyeballs==2.6.1
|
| 71 |
+
- aiohttp==3.12.13
|
| 72 |
+
- aiosignal==1.3.2
|
| 73 |
+
- antlr4-python3-runtime==4.9.3
|
| 74 |
+
- async-timeout==5.0.1
|
| 75 |
+
- attrs==25.3.0
|
| 76 |
+
- certifi==2025.6.15
|
| 77 |
+
- charset-normalizer==3.4.2
|
| 78 |
+
- click==8.1.8
|
| 79 |
+
- contextlib2==21.6.0
|
| 80 |
+
- contourpy==1.3.0
|
| 81 |
+
- cycler==0.12.1
|
| 82 |
+
- decorator==4.4.2
|
| 83 |
+
- dm-control==1.0.16
|
| 84 |
+
- dm-env==1.6
|
| 85 |
+
- dm-tree==0.1.8
|
| 86 |
+
- docker-pycreds==0.4.0
|
| 87 |
+
- etils==1.5.2
|
| 88 |
+
- farama-notifications==0.0.4
|
| 89 |
+
- ffmpeg==1.4
|
| 90 |
+
- filelock==3.18.0
|
| 91 |
+
- fonttools==4.58.4
|
| 92 |
+
- frozenlist==1.7.0
|
| 93 |
+
- fsspec==2025.5.1
|
| 94 |
+
- gitdb==4.0.12
|
| 95 |
+
- gitpython==3.1.44
|
| 96 |
+
- glfw==2.7.0
|
| 97 |
+
- grpcio==1.73.0
|
| 98 |
+
- gymnasium==1.1.1
|
| 99 |
+
- h5py==3.11.0
|
| 100 |
+
- hf-xet==1.1.4
|
| 101 |
+
- huggingface-hub==0.33.0
|
| 102 |
+
- hydra-core==1.3.2
|
| 103 |
+
- hydra-submitit-launcher==1.2.0
|
| 104 |
+
- idna==3.10
|
| 105 |
+
- imageio==2.34.1
|
| 106 |
+
- imageio-ffmpeg==0.4.9
|
| 107 |
+
- importlib-metadata==8.7.0
|
| 108 |
+
- importlib-resources==6.5.2
|
| 109 |
+
- inquirerpy==0.3.4
|
| 110 |
+
- jinja2==3.1.6
|
| 111 |
+
- kiwisolver==1.4.7
|
| 112 |
+
- kornia==0.7.2
|
| 113 |
+
- kornia-rs==0.1.9
|
| 114 |
+
- labmaze==1.0.6
|
| 115 |
+
- lightning-utilities==0.14.3
|
| 116 |
+
- lxml==5.4.0
|
| 117 |
+
- markdown==3.8
|
| 118 |
+
- markupsafe==3.0.2
|
| 119 |
+
- matplotlib==3.9.4
|
| 120 |
+
- ml-collections==0.1.1
|
| 121 |
+
- mocapact==0.1
|
| 122 |
+
- moviepy==1.0.3
|
| 123 |
+
- mpmath==1.3.0
|
| 124 |
+
- mujoco==3.1.2
|
| 125 |
+
- multidict==6.4.4
|
| 126 |
+
- networkx==3.2.1
|
| 127 |
+
- numpy==1.24.4
|
| 128 |
+
- nvidia-cublas-cu12==12.6.4.1
|
| 129 |
+
- nvidia-cuda-cupti-cu12==12.6.80
|
| 130 |
+
- nvidia-cuda-nvrtc-cu12==12.6.77
|
| 131 |
+
- nvidia-cuda-runtime-cu12==12.6.77
|
| 132 |
+
- nvidia-cudnn-cu12==9.5.1.17
|
| 133 |
+
- nvidia-cufft-cu12==11.3.0.4
|
| 134 |
+
- nvidia-cufile-cu12==1.11.1.6
|
| 135 |
+
- nvidia-curand-cu12==10.3.7.77
|
| 136 |
+
- nvidia-cusolver-cu12==11.7.1.2
|
| 137 |
+
- nvidia-cusparse-cu12==12.5.4.2
|
| 138 |
+
- nvidia-cusparselt-cu12==0.6.3
|
| 139 |
+
- nvidia-nccl-cu12==2.26.2
|
| 140 |
+
- nvidia-nvjitlink-cu12==12.6.85
|
| 141 |
+
- nvidia-nvtx-cu12==12.6.77
|
| 142 |
+
- omegaconf==2.3.0
|
| 143 |
+
- orjson==3.10.18
|
| 144 |
+
- packaging==25.0
|
| 145 |
+
- pandas==2.0.3
|
| 146 |
+
- pfzy==0.3.4
|
| 147 |
+
- pillow==11.2.1
|
| 148 |
+
- platformdirs==4.3.8
|
| 149 |
+
- proglog==0.1.12
|
| 150 |
+
- prompt-toolkit==3.0.51
|
| 151 |
+
- propcache==0.3.2
|
| 152 |
+
- protobuf==3.20.1
|
| 153 |
+
- psutil==7.0.0
|
| 154 |
+
- pydeprecate==0.3.2
|
| 155 |
+
- pyopengl==3.1.9
|
| 156 |
+
- pyparsing==3.2.3
|
| 157 |
+
- python-dateutil==2.9.0.post0
|
| 158 |
+
- pytorch-lightning==1.6.5.post0
|
| 159 |
+
- pytz==2025.2
|
| 160 |
+
- pyyaml==6.0.2
|
| 161 |
+
- requests==2.32.4
|
| 162 |
+
- scipy==1.13.1
|
| 163 |
+
- sentry-sdk==2.30.0
|
| 164 |
+
- setproctitle==1.3.6
|
| 165 |
+
- shimmy==2.0.0
|
| 166 |
+
- six==1.17.0
|
| 167 |
+
- smmap==5.0.2
|
| 168 |
+
- stable-baselines3==2.6.0
|
| 169 |
+
- submitit==1.5.1
|
| 170 |
+
- sympy==1.14.0
|
| 171 |
+
- tensorboard==2.19.0
|
| 172 |
+
- tensorboard-data-server==0.7.2
|
| 173 |
+
- tensordict==0.8.3
|
| 174 |
+
- termcolor==2.4.0
|
| 175 |
+
- torch==2.7.1
|
| 176 |
+
- torchaudio==2.7.1+cu118
|
| 177 |
+
- torchmetrics==1.7.3
|
| 178 |
+
- torchrl==0.8.1
|
| 179 |
+
- torchvision==0.22.1+cu118
|
| 180 |
+
- tqdm==4.66.4
|
| 181 |
+
- triton==3.3.1
|
| 182 |
+
- typing-extensions==4.14.0
|
| 183 |
+
- tzdata==2025.2
|
| 184 |
+
- urllib3==2.4.0
|
| 185 |
+
- wandb==0.17.4
|
| 186 |
+
- wcwidth==0.2.13
|
| 187 |
+
- werkzeug==3.1.3
|
| 188 |
+
- yarl==1.20.1
|
| 189 |
+
- zipp==3.23.0
|
| 190 |
+
prefix: /ceph/home/songchun01/miniconda3/envs/moore
|
dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250712_123243-5888ihx2/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,641 @@
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|
| 1 |
+
{
|
| 2 |
+
"os": "Linux-4.18.0-372.9.1.el8.x86_64-x86_64-with-glibc2.28",
|
| 3 |
+
"python": "3.9.23",
|
| 4 |
+
"heartbeatAt": "2025-07-12T04:32:43.533962",
|
| 5 |
+
"startedAt": "2025-07-12T04:32:43.001178",
|
| 6 |
+
"docker": null,
|
| 7 |
+
"cuda": null,
|
| 8 |
+
"args": [
|
| 9 |
+
"task=dog-run",
|
| 10 |
+
"use_moe=false",
|
| 11 |
+
"seed=30",
|
| 12 |
+
"exp_name=tdmpc2_dog-run_s30"
|
| 13 |
+
],
|
| 14 |
+
"state": "running",
|
| 15 |
+
"program": "/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py",
|
| 16 |
+
"codePathLocal": null,
|
| 17 |
+
"codePath": "tdmpc2/train.py",
|
| 18 |
+
"git": {
|
| 19 |
+
"remote": "https://github.com/SC-Levi/boya_tdmpc2.git",
|
| 20 |
+
"commit": "467cca1d32da4cca3dd506435c2f5ceadfc564e0"
|
| 21 |
+
},
|
| 22 |
+
"email": "sc_levi@163.com",
|
| 23 |
+
"root": "/ceph/home/songchun01/xiaoyuan/boya_tdmpc2",
|
| 24 |
+
"host": "node007",
|
| 25 |
+
"username": "songchun01",
|
| 26 |
+
"executable": "/ceph/home/songchun01/miniconda3/envs/moore/bin/python",
|
| 27 |
+
"cpu_count": 56,
|
| 28 |
+
"cpu_count_logical": 112,
|
| 29 |
+
"cpu_freq": {
|
| 30 |
+
"current": 3350.4673392857135,
|
| 31 |
+
"min": 800.0,
|
| 32 |
+
"max": 3500.0
|
| 33 |
+
},
|
| 34 |
+
"cpu_freq_per_core": [
|
| 35 |
+
{
|
| 36 |
+
"current": 3128.366,
|
| 37 |
+
"min": 800.0,
|
| 38 |
+
"max": 3500.0
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"current": 3500.0,
|
| 42 |
+
"min": 800.0,
|
| 43 |
+
"max": 3500.0
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
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| 618 |
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"name": "NVIDIA GeForce RTX 3090",
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| 619 |
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| 622 |
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dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250712_123243-5888ihx2/logs/debug.log
ADDED
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@@ -0,0 +1,24 @@
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|
| 1 |
+
2025-07-12 12:32:43,022 INFO MainThread:77301 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
+
2025-07-12 12:32:43,023 INFO MainThread:77301 [wandb_setup.py:_flush():76] Configure stats pid to 77301
|
| 3 |
+
2025-07-12 12:32:43,023 INFO MainThread:77301 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-12 12:32:43,024 INFO MainThread:77301 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-12/12-32-30/wandb/settings
|
| 5 |
+
2025-07-12 12:32:43,024 INFO MainThread:77301 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-12 12:32:43,024 INFO MainThread:77301 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-12 12:32:43,024 INFO MainThread:77301 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': 'tdmpc2/train.py', 'program_abspath': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py', 'program': '/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/train.py'}
|
| 8 |
+
2025-07-12 12:32:43,025 INFO MainThread:77301 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250712_123243-5888ihx2/logs/debug.log
|
| 9 |
+
2025-07-12 12:32:43,025 INFO MainThread:77301 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/tdmpc2_dog-run_s30/wandb/offline-run-20250712_123243-5888ihx2/logs/debug-internal.log
|
| 10 |
+
2025-07-12 12:32:43,025 INFO MainThread:77301 [wandb_init.py:init():569] calling init triggers
|
| 11 |
+
2025-07-12 12:32:43,026 INFO MainThread:77301 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-run', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 4000000, 'batch_size': 256, 'reward_coef': 0.1, 'value_coef': 0.1, 'termination_coef': 1, 'consistency_coef': 20, 'rho': 0.5, 'lr': 0.0003, 'enc_lr_scale': 0.3, 'grad_clip_norm': 20, 'tau': 0.01, 'discount_denom': 5, 'discount_min': 0.95, 'discount_max': 0.995, 'buffer_size': 1000000, 'exp_name': 'tdmpc2_dog-run_s30', 'data_dir': '/media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30', 'manager': {'goal_interval': 10, 'hidden_dim': 512, 'ent_coef': 0.01, 'lr': 0.0003, 'gamma': 0.99, 'lam': 0.95, 'tau': 0.005, 'intrinsic_coef': 0.1}, 'goal_vae': {'n_latents': 8, 'n_classes': 8, 'tau_start': 1.0, 'tau_end': 0.1, 'anneal_steps': 100000, 'beta': 1.0, 'lr': 0.0003}, 'mpc': True, 'iterations': 8, 'num_samples': 512, 'num_elites': 64, 'num_pi_trajs': 24, 'horizon': 3, 'min_std': 0.05, 'max_std': 2, 'temperature': 0.5, 'log_std_min': -10, 'log_std_max': 2, 'entropy_coef': 0.0001, 'num_bins': 101, 'vmin': -10, 'vmax': 10, 'use_moe': False, 'n_experts': 4, 'use_orthogonal': True, 'moe_tau_init': 1.8, 'moe_tau_min': 0.5, 'moe_tau_max': 2.0, 'moe_beta': 0.02, 'moe_lb_alpha': 0.03, 'moe_freeze_frac': 0.05, 'model_size': '???', 'num_enc_layers': 2, 'enc_dim': 256, 'num_channels': 32, 'mlp_dim': 512, 'latent_dim': 512, 'task_dim': 0, 'num_q': 5, 'dropout': 0.01, 'simnorm_dim': 8, 'wandb_project': 'mani_skill', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': False, 'save_agent': True, 'seed': 30, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-run/30/tdmpc2_dog-run_s30'), 'task_title': 'Dog Run', 'multitask': False, 'tasks': ['dog-run'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-12 12:32:43,026 INFO MainThread:77301 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-12 12:32:43,026 INFO MainThread:77301 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-12 12:32:43,036 INFO MainThread:77301 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-12 12:32:43,039 INFO MainThread:77301 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-12 12:32:43,054 INFO MainThread:77301 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-12 12:32:43,153 INFO MainThread:77301 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-12 12:32:43,161 INFO MainThread:77301 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-12 12:32:48,413 INFO MainThread:77301 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-12 12:32:48,413 INFO MainThread:77301 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-12 12:32:48,414 INFO MainThread:77301 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-12 12:32:48,414 INFO MainThread:77301 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-12 12:32:48,417 INFO MainThread:77301 [wandb_init.py:init():847] run started, returning control to user process
|
dog-run/42/4o_dog-run_s42/eval.csv
ADDED
|
@@ -0,0 +1,10 @@
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|
| 1 |
+
step,episode_reward
|
| 2 |
+
0.0,4.3059234619140625
|
| 3 |
+
50000.0,19.940521240234375
|
| 4 |
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100000.0,83.93949127197266
|
| 5 |
+
150000.0,101.71683502197266
|
| 6 |
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200000.0,102.33525085449219
|
| 7 |
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250000.0,112.994384765625
|
| 8 |
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300000.0,132.05238342285156
|
| 9 |
+
350000.0,140.4165496826172
|
| 10 |
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400000.0,142.8921661376953
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