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- .gitattributes +5 -0
- dog-walk/2/4o_dog-walk_s2/eval.csv +20 -0
- dog-walk/2/4o_dog-walk_s2/wandb/debug.log +24 -0
- dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/conda-environment.yaml +190 -0
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- dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_599500_d378f0ab33b3072a2d18.mp4 +3 -0
- dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_699500_01def7231daad856cd13.mp4 +3 -0
- dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_849500_2d627522fc8e19f28785.mp4 +3 -0
- dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_99500_2e7d1a97399659ac8b71.mp4 +3 -0
- dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/wandb-metadata.json +642 -0
- dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/logs/debug.log +24 -0
- dog-walk/2/tdmpc2_dog-walk_s2/eval.csv +46 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/debug.log +24 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/conda-environment.yaml +190 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_0_63050401e8cc1474bab2.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1049500_5c69036e083ee2cfa19f.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1099500_3f1aff6a994df5a7f93d.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1149500_2baa237e5382b19969ae.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1249500_46e9609704a540545775.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1299500_24e96b8c842ad1332aba.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1349500_8cc7a16b2c8fa7818e8a.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1449500_cb6d4994998a7cd9c8ad.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_149500_bcf2f61d257a0561f23e.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1499500_fab9de2ffa60b8d397f4.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1599500_9133eb7c60cbf2dc31df.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1749500_6323f66e7da9889091b8.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1799500_73a3ec5fb57f1c8cf8b6.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1849500_d1622e399b544a0f872d.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1949500_9d6c1d393da69593410a.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_199500_6349586707170c41bdeb.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1999500_873e60f1d5473f1c2b5e.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_2049500_19633c180598379d259d.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_2099500_50047faf1ee444c8ba01.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_2149500_f39c32169077b748dbfb.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_2199500_610ab53698c134dc3a10.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_249500_565911790d42f2cd7a74.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_299500_eb2cc80b1adfdc63a109.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_449500_789206b6d005569fba1d.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_49500_ad7f55e7c3a3e2c90064.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_499500_ee08703a1aff2556430e.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_549500_e80cc8112cf0a6b62616.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_599500_dd47cc2b485f0a31a144.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_649500_84666202cd2dfbf4a307.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_749500_3e742ff840898967797e.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_849500_f16509a476c7b6b6f596.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_949500_52c052017573c2b59906.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_99500_cd471c4becead28cdeae.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_999500_47d39ea6e6167e6d6423.mp4 +3 -0
- dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/wandb-metadata.json +641 -0
.gitattributes
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humanoid-stand/30/tdmpc2_humanoid-stand_s30/wandb/offline-run-20250717_201912-ftc98dzf/run-ftc98dzf.wandb filter=lfs diff=lfs merge=lfs -text
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dog-walk/30/4o_dog-walk_s30/wandb/offline-run-20250717_201912-rcqrgcll/logs/debug-internal.log filter=lfs diff=lfs merge=lfs -text
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dog-walk/2/4o_dog-walk_s2/eval.csv
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step,episode_reward
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dog-walk/2/4o_dog-walk_s2/wandb/debug.log
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2025-07-17 20:19:12,821 INFO MainThread:3143780 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
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2025-07-17 20:19:12,821 INFO MainThread:3143780 [wandb_setup.py:_flush():76] Configure stats pid to 3143780
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2025-07-17 20:19:12,822 INFO MainThread:3143780 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
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2025-07-17 20:19:12,822 INFO MainThread:3143780 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-17/20-19-01/wandb/settings
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2025-07-17 20:19:12,822 INFO MainThread:3143780 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
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2025-07-17 20:19:12,822 INFO MainThread:3143780 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
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2025-07-17 20:19:12,823 INFO MainThread:3143780 [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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2025-07-17 20:19:12,823 INFO MainThread:3143780 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/logs/debug.log
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2025-07-17 20:19:12,823 INFO MainThread:3143780 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/logs/debug-internal.log
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2025-07-17 20:19:12,823 INFO MainThread:3143780 [wandb_init.py:init():569] calling init triggers
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2025-07-17 20:19:12,824 INFO MainThread:3143780 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
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config: {'task': 'dog-walk', '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-walk_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': 'Dmcontrol', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': True, 'save_agent': True, 'seed': 2, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-walk/2/4o_dog-walk_s2'), 'task_title': 'Dog Walk', 'multitask': False, 'tasks': ['dog-walk'], '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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2025-07-17 20:19:12,824 INFO MainThread:3143780 [wandb_init.py:init():619] starting backend
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2025-07-17 20:19:12,824 INFO MainThread:3143780 [wandb_init.py:init():623] setting up manager
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2025-07-17 20:19:12,831 INFO MainThread:3143780 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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2025-07-17 20:19:12,832 INFO MainThread:3143780 [wandb_init.py:init():631] backend started and connected
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2025-07-17 20:19:12,844 INFO MainThread:3143780 [wandb_init.py:init():720] updated telemetry
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2025-07-17 20:19:12,936 INFO MainThread:3143780 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
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2025-07-17 20:19:12,944 INFO MainThread:3143780 [wandb_init.py:init():804] starting run threads in backend
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2025-07-17 20:19:17,812 INFO MainThread:3143780 [wandb_run.py:_console_start():2380] atexit reg
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2025-07-17 20:19:17,812 INFO MainThread:3143780 [wandb_run.py:_redirect():2235] redirect: wrap_raw
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2025-07-17 20:19:17,813 INFO MainThread:3143780 [wandb_run.py:_redirect():2300] Wrapping output streams.
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2025-07-17 20:19:17,813 INFO MainThread:3143780 [wandb_run.py:_redirect():2325] Redirects installed.
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2025-07-17 20:19:17,815 INFO MainThread:3143780 [wandb_init.py:init():847] run started, returning control to user process
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dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/conda-environment.yaml
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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-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_449500_95ccb4b76e6af90a189d.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:95ccb4b76e6af90a189d3d42cd2b40572b37c8c6ccd37e7355e187f1ff9a0dff
|
| 3 |
+
size 1493236
|
dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_549500_8d4e57e3911365c5e2b6.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:8d4e57e3911365c5e2b68602cb6a66cbfb02cddd50aeba7f807deffe6035fc25
|
| 3 |
+
size 1447082
|
dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_599500_d378f0ab33b3072a2d18.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d378f0ab33b3072a2d189e9fbb2df6d70be9b3c1a75e4f80b33391cb95e20146
|
| 3 |
+
size 1553180
|
dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_699500_01def7231daad856cd13.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:01def7231daad856cd136ec9fd42c25299a5c30f588624abafa8537e441729ac
|
| 3 |
+
size 1448907
|
dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_849500_2d627522fc8e19f28785.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2d627522fc8e19f2878574bac2deabb4e1523eb12a13dc50a9ada8ee9e3394fc
|
| 3 |
+
size 1498162
|
dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_99500_2e7d1a97399659ac8b71.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2e7d1a97399659ac8b7179b7588496f89751e1f9fa6a8ec72e0392105bfe7e3f
|
| 3 |
+
size 1479936
|
dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,642 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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| 620 |
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| 623 |
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| 624 |
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| 626 |
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"total": 377.28556060791016
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dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/logs/debug.log
ADDED
|
@@ -0,0 +1,24 @@
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| 1 |
+
2025-07-17 20:19:12,821 INFO MainThread:3143780 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
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2025-07-17 20:19:12,821 INFO MainThread:3143780 [wandb_setup.py:_flush():76] Configure stats pid to 3143780
|
| 3 |
+
2025-07-17 20:19:12,822 INFO MainThread:3143780 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-17 20:19:12,822 INFO MainThread:3143780 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-17/20-19-01/wandb/settings
|
| 5 |
+
2025-07-17 20:19:12,822 INFO MainThread:3143780 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-17 20:19:12,822 INFO MainThread:3143780 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-17 20:19:12,823 INFO MainThread:3143780 [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 |
+
2025-07-17 20:19:12,823 INFO MainThread:3143780 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/logs/debug.log
|
| 9 |
+
2025-07-17 20:19:12,823 INFO MainThread:3143780 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/logs/debug-internal.log
|
| 10 |
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2025-07-17 20:19:12,823 INFO MainThread:3143780 [wandb_init.py:init():569] calling init triggers
|
| 11 |
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2025-07-17 20:19:12,824 INFO MainThread:3143780 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-walk', '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-walk_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': 'Dmcontrol', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': True, 'save_agent': True, 'seed': 2, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-walk/2/4o_dog-walk_s2'), 'task_title': 'Dog Walk', 'multitask': False, 'tasks': ['dog-walk'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-17 20:19:12,824 INFO MainThread:3143780 [wandb_init.py:init():619] starting backend
|
| 14 |
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2025-07-17 20:19:12,824 INFO MainThread:3143780 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-17 20:19:12,831 INFO MainThread:3143780 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-17 20:19:12,832 INFO MainThread:3143780 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-17 20:19:12,844 INFO MainThread:3143780 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-17 20:19:12,936 INFO MainThread:3143780 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-17 20:19:12,944 INFO MainThread:3143780 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-17 20:19:17,812 INFO MainThread:3143780 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
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2025-07-17 20:19:17,812 INFO MainThread:3143780 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
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2025-07-17 20:19:17,813 INFO MainThread:3143780 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-17 20:19:17,813 INFO MainThread:3143780 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
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2025-07-17 20:19:17,815 INFO MainThread:3143780 [wandb_init.py:init():847] run started, returning control to user process
|
dog-walk/2/tdmpc2_dog-walk_s2/eval.csv
ADDED
|
@@ -0,0 +1,46 @@
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|
| 1 |
+
step,episode_reward
|
| 2 |
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0.0,7.616844177246094
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| 3 |
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50000.0,64.55769348144531
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| 4 |
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100000.0,110.7359390258789
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150000.0,303.4580078125
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| 6 |
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200000.0,393.3917541503906
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250000.0,549.8931884765625
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300000.0,544.4295654296875
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350000.0,581.218994140625
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| 10 |
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400000.0,566.8963012695312
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450000.0,570.8277587890625
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| 12 |
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500000.0,561.1163330078125
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| 13 |
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550000.0,588.03857421875
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| 14 |
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600000.0,576.4890747070312
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| 15 |
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650000.0,588.1767578125
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| 16 |
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700000.0,586.0338745117188
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| 17 |
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750000.0,589.0985107421875
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| 18 |
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800000.0,572.1983032226562
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| 19 |
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850000.0,591.44384765625
|
| 20 |
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900000.0,573.0614013671875
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| 21 |
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950000.0,590.1232299804688
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| 22 |
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1000000.0,585.0018310546875
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| 23 |
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1050000.0,600.6127319335938
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| 24 |
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1100000.0,594.5737915039062
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| 25 |
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1150000.0,569.3488159179688
|
| 26 |
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1200000.0,596.8424072265625
|
| 27 |
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1250000.0,616.0279541015625
|
| 28 |
+
1300000.0,588.1107177734375
|
| 29 |
+
1350000.0,528.2974853515625
|
| 30 |
+
1400000.0,577.4085693359375
|
| 31 |
+
1450000.0,590.8189697265625
|
| 32 |
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1500000.0,591.8863525390625
|
| 33 |
+
1550000.0,614.5100708007812
|
| 34 |
+
1600000.0,602.9336547851562
|
| 35 |
+
1650000.0,614.006103515625
|
| 36 |
+
1700000.0,606.9783935546875
|
| 37 |
+
1750000.0,590.6564331054688
|
| 38 |
+
1800000.0,592.2137451171875
|
| 39 |
+
1850000.0,622.3240966796875
|
| 40 |
+
1900000.0,626.8729248046875
|
| 41 |
+
1950000.0,609.40869140625
|
| 42 |
+
2000000.0,588.9791259765625
|
| 43 |
+
2050000.0,603.4006958007812
|
| 44 |
+
2100000.0,617.1356811523438
|
| 45 |
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2150000.0,604.6077880859375
|
| 46 |
+
2200000.0,606.8665771484375
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dog-walk/2/tdmpc2_dog-walk_s2/wandb/debug.log
ADDED
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2025-07-17 20:19:12,754 INFO MainThread:3143759 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
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2025-07-17 20:19:12,755 INFO MainThread:3143759 [wandb_setup.py:_flush():76] Configure stats pid to 3143759
|
| 3 |
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2025-07-17 20:19:12,755 INFO MainThread:3143759 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-17 20:19:12,755 INFO MainThread:3143759 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/outputs/2025-07-17/20-19-01/wandb/settings
|
| 5 |
+
2025-07-17 20:19:12,755 INFO MainThread:3143759 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-17 20:19:12,756 INFO MainThread:3143759 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-17 20:19:12,756 INFO MainThread:3143759 [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 |
+
2025-07-17 20:19:12,756 INFO MainThread:3143759 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/logs/debug.log
|
| 9 |
+
2025-07-17 20:19:12,756 INFO MainThread:3143759 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/logs/debug-internal.log
|
| 10 |
+
2025-07-17 20:19:12,757 INFO MainThread:3143759 [wandb_init.py:init():569] calling init triggers
|
| 11 |
+
2025-07-17 20:19:12,757 INFO MainThread:3143759 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'dog-walk', '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-walk_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': 'Dmcontrol', 'wandb_entity': 'OA-MBRL', 'wandb_silent': False, 'disable_wandb': False, 'save_csv': True, 'visualize_experts': True, 'viz_interval': 10000, 'compile': False, 'save_video': True, 'save_agent': True, 'seed': 2, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-walk/2/tdmpc2_dog-walk_s2'), 'task_title': 'Dog Walk', 'multitask': False, 'tasks': ['dog-walk'], 'obs_shape': {'state': [223]}, 'action_dim': 38, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-17 20:19:12,757 INFO MainThread:3143759 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-17 20:19:12,757 INFO MainThread:3143759 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-17 20:19:12,764 INFO MainThread:3143759 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-17 20:19:12,765 INFO MainThread:3143759 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-17 20:19:12,776 INFO MainThread:3143759 [wandb_init.py:init():720] updated telemetry
|
| 18 |
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2025-07-17 20:19:12,879 INFO MainThread:3143759 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-17 20:19:12,886 INFO MainThread:3143759 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-17 20:19:17,406 INFO MainThread:3143759 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-17 20:19:17,407 INFO MainThread:3143759 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-17 20:19:17,407 INFO MainThread:3143759 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-17 20:19:17,408 INFO MainThread:3143759 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-17 20:19:17,411 INFO MainThread:3143759 [wandb_init.py:init():847] run started, returning control to user process
|
dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/conda-environment.yaml
ADDED
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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-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_0_63050401e8cc1474bab2.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:63050401e8cc1474bab2aabda31f709a19229b45b656c83f40c7ba4e2f435fe6
|
| 3 |
+
size 1513821
|
dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1049500_5c69036e083ee2cfa19f.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5c69036e083ee2cfa19f2de793cf15f927943a58584a7aa7ba5a3a1ef7354930
|
| 3 |
+
size 1472864
|
dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1099500_3f1aff6a994df5a7f93d.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3f1aff6a994df5a7f93d1ef31636eefbedaf47347a76bfe838f017ce61fe42e1
|
| 3 |
+
size 1436342
|
dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1149500_2baa237e5382b19969ae.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2baa237e5382b19969aed9f621be32e3ed44325db1dcfd0506b7826d9102d27c
|
| 3 |
+
size 1557167
|
dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1249500_46e9609704a540545775.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:46e9609704a540545775b55e808a6d0dfec59324fbff4c7339e7565f95696f1b
|
| 3 |
+
size 1466528
|
dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1299500_24e96b8c842ad1332aba.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:24e96b8c842ad1332aba74aafb603a69be1d97bc26fc7777ac0a85acaeb33ee1
|
| 3 |
+
size 1462162
|
dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1349500_8cc7a16b2c8fa7818e8a.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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