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  1. .gitattributes +2 -0
  2. dog-stand/30/4o_dog-stand_s30/eval.csv +16 -0
  3. dog-stand/30/4o_dog-stand_s30/wandb/debug.log +24 -0
  4. dog-stand/30/4o_dog-stand_s30/wandb/offline-run-20250717_201912-hj6fgc0o/files/conda-environment.yaml +190 -0
  5. dog-stand/30/4o_dog-stand_s30/wandb/offline-run-20250717_201912-hj6fgc0o/files/wandb-metadata.json +642 -0
  6. dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_0_a56a41f0b081d5ca1c25.mp4 +3 -0
  7. dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_249500_d99ab2829b9d9bfb9a47.mp4 +3 -0
  8. dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_299500_0c55ebbaa37d3c0974a3.mp4 +3 -0
  9. dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_349500_2a5012cbab7617e01963.mp4 +3 -0
  10. dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_399500_3c7b5f07c199291f1add.mp4 +3 -0
  11. dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_49500_4ad17ab5b587e72a8ca5.mp4 +3 -0
  12. dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_499500_508c1e6b62c32454bb30.mp4 +3 -0
  13. dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_649500_5b7f23db5ea846f509ce.mp4 +3 -0
  14. dog-walk/2/4o_dog-walk_s2/wandb/offline-run-20250717_201912-j0rzfv4q/files/media/videos/results/video_749500_5506f47f1e393ac01f08.mp4 +3 -0
  15. dog-walk/2/tdmpc2_dog-walk_s2/models/step_1000000.pt +3 -0
  16. dog-walk/2/tdmpc2_dog-walk_s2/wandb/debug-internal.log +3 -0
  17. dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_1399500_101bfb9e4885995e46d8.mp4 +3 -0
  18. dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_349500_de8614bb8551e7453356.mp4 +3 -0
  19. dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_799500_c4a48b2a173beb6feddc.mp4 +3 -0
  20. dog-walk/2/tdmpc2_dog-walk_s2/wandb/offline-run-20250717_201912-747respc/files/media/videos/results/video_899500_b67cda0fc532e6e4218f.mp4 +3 -0
  21. dog-walk/30/4o_dog-walk_s30/wandb/offline-run-20250717_201912-rcqrgcll/files/media/videos/results/video_749500_b67e5ccb49c1f48ecce7.mp4 +3 -0
  22. dog-walk/30/tdmpc2_dog-walk_s30/models/step_1500000.pt +3 -0
  23. dog-walk/42/4o_dog-walk_s42/models/step_500000.pt +3 -0
  24. humanoid-stand/30/4o_humanoid-stand_s30/models/step_500000.pt +3 -0
  25. humanoid-stand/42/4o_humanoid-stand_s42/models/step_500000.pt +3 -0
  26. humanoid-walk/2/4o_humanoid-walk_s2/eval.csv +12 -0
  27. humanoid-walk/2/4o_humanoid-walk_s2/wandb/debug.log +24 -0
  28. humanoid-walk/2/4o_humanoid-walk_s2/wandb/offline-run-20250717_201912-kon3k469/files/conda-environment.yaml +190 -0
  29. humanoid-walk/2/4o_humanoid-walk_s2/wandb/offline-run-20250717_201912-kon3k469/files/media/videos/results/video_0_c4a7a50965e74018fdd2.mp4 +3 -0
  30. humanoid-walk/2/4o_humanoid-walk_s2/wandb/offline-run-20250717_201912-kon3k469/files/media/videos/results/video_149500_e83117164b3cb8a3dc4d.mp4 +3 -0
  31. humanoid-walk/2/4o_humanoid-walk_s2/wandb/offline-run-20250717_201912-kon3k469/files/media/videos/results/video_199500_f8e441f067e9c20c4744.mp4 +3 -0
  32. humanoid-walk/2/4o_humanoid-walk_s2/wandb/offline-run-20250717_201912-kon3k469/files/media/videos/results/video_249500_015917b848db39aaf722.mp4 +3 -0
  33. humanoid-walk/2/4o_humanoid-walk_s2/wandb/offline-run-20250717_201912-kon3k469/files/media/videos/results/video_299500_fbcb121b419823354043.mp4 +3 -0
  34. humanoid-walk/2/4o_humanoid-walk_s2/wandb/offline-run-20250717_201912-kon3k469/files/media/videos/results/video_349500_7aaee83b7609084f9ecb.mp4 +3 -0
  35. humanoid-walk/2/4o_humanoid-walk_s2/wandb/offline-run-20250717_201912-kon3k469/files/media/videos/results/video_449500_9e881625c44bc1909eba.mp4 +3 -0
  36. humanoid-walk/2/4o_humanoid-walk_s2/wandb/offline-run-20250717_201912-kon3k469/files/media/videos/results/video_49500_4e2d96981940d039a7b8.mp4 +3 -0
  37. humanoid-walk/2/4o_humanoid-walk_s2/wandb/offline-run-20250717_201912-kon3k469/files/media/videos/results/video_99500_b13e537ddd983918acb4.mp4 +3 -0
  38. humanoid-walk/2/4o_humanoid-walk_s2/wandb/offline-run-20250717_201912-kon3k469/files/wandb-metadata.json +642 -0
  39. humanoid-walk/2/4o_humanoid-walk_s2/wandb/offline-run-20250717_201912-kon3k469/logs/debug.log +24 -0
  40. humanoid-walk/2/tdmpc2_humanoid-walk_s2/eval.csv +33 -0
  41. humanoid-walk/2/tdmpc2_humanoid-walk_s2/wandb/debug.log +24 -0
  42. humanoid-walk/2/tdmpc2_humanoid-walk_s2/wandb/offline-run-20250717_201912-wz7o7exp/files/conda-environment.yaml +190 -0
  43. humanoid-walk/2/tdmpc2_humanoid-walk_s2/wandb/offline-run-20250717_201912-wz7o7exp/files/media/videos/results/video_1099500_310539ca2ba65c7d1d55.mp4 +3 -0
  44. humanoid-walk/2/tdmpc2_humanoid-walk_s2/wandb/offline-run-20250717_201912-wz7o7exp/files/media/videos/results/video_1199500_1b7a2c73b8e2fceb5faa.mp4 +3 -0
  45. humanoid-walk/2/tdmpc2_humanoid-walk_s2/wandb/offline-run-20250717_201912-wz7o7exp/files/media/videos/results/video_1349500_272b1b19859c81d56284.mp4 +3 -0
  46. humanoid-walk/2/tdmpc2_humanoid-walk_s2/wandb/offline-run-20250717_201912-wz7o7exp/files/media/videos/results/video_1449500_f27b0944848d5c28db50.mp4 +3 -0
  47. humanoid-walk/2/tdmpc2_humanoid-walk_s2/wandb/offline-run-20250717_201912-wz7o7exp/files/media/videos/results/video_1549500_ebcbd8871ef861ad24d8.mp4 +3 -0
  48. humanoid-walk/2/tdmpc2_humanoid-walk_s2/wandb/offline-run-20250717_201912-wz7o7exp/files/media/videos/results/video_199500_af9bf43c3d886bd108a6.mp4 +3 -0
  49. humanoid-walk/2/tdmpc2_humanoid-walk_s2/wandb/offline-run-20250717_201912-wz7o7exp/files/media/videos/results/video_549500_9610454748779998cf8f.mp4 +3 -0
  50. humanoid-walk/2/tdmpc2_humanoid-walk_s2/wandb/offline-run-20250717_201912-wz7o7exp/files/media/videos/results/video_599500_f45a7013240ccbd8c08b.mp4 +3 -0
.gitattributes CHANGED
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+ dog-walk/2/tdmpc2_dog-walk_s2/wandb/debug-internal.log filter=lfs diff=lfs merge=lfs -text
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dog-stand/30/4o_dog-stand_s30/eval.csv ADDED
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dog-stand/30/4o_dog-stand_s30/wandb/debug.log ADDED
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+ 2025-07-17 20:19:12,894 INFO MainThread:3143775 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
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+ 2025-07-17 20:19:12,895 INFO MainThread:3143775 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
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+ 2025-07-17 20:19:12,895 INFO MainThread:3143775 [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 20:19:12,896 INFO MainThread:3143775 [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 20:19:12,896 INFO MainThread:3143775 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-stand/30/4o_dog-stand_s30/wandb/offline-run-20250717_201912-hj6fgc0o/logs/debug-internal.log
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+ 2025-07-17 20:19:12,897 INFO MainThread:3143775 [wandb_init.py:init():569] calling init triggers
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+ 2025-07-17 20:19:12,897 INFO MainThread:3143775 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
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+ config: {'task': 'dog-stand', '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-stand_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': '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': 30, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/dog-stand/30/4o_dog-stand_s30'), 'task_title': 'Dog Stand', 'multitask': False, 'tasks': ['dog-stand'], '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 20:19:12,897 INFO MainThread:3143775 [wandb_init.py:init():619] starting backend
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dog-stand/30/4o_dog-stand_s30/wandb/offline-run-20250717_201912-hj6fgc0o/files/conda-environment.yaml ADDED
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1
+ 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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+ - 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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+ - ca-certificates=2025.6.15=hbd8a1cb_0
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+ - glib=2.78.4=hf2295e7_4
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+ - gym=0.21.0=py39hef51801_2
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+ - ld_impl_linux-64=2.43=h1423503_5
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+ - libasprintf=0.24.1=h8e693c7_0
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+ - libasprintf-devel=0.24.1=h8e693c7_0
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+ - libblas=3.9.0=31_h59b9bed_openblas
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+ - libgettextpo=0.24.1=h5888daf_0
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+ - liblapack=3.9.0=31_h7ac8fdf_openblas
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+ - pcre2=10.43=hcad00b1_0
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+ name: moore
2
+ channels:
3
+ - conda-forge
4
+ - 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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+ - 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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+ - pip=24.0=pyhd8ed1ab_0
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+ - pthread-stubs=0.4=hb9d3cd8_1002
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+ - python=3.9.23=hc30ae73_0_cpython
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69
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142
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143
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144
+ - packaging==25.0
145
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+ - pfzy==0.3.4
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