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- humanoid-run/2/4o_humanoid-run_s2/eval.csv +20 -0
- humanoid-run/2/4o_humanoid-run_s2/wandb/debug.log +24 -0
- humanoid-run/2/4o_humanoid-run_s2/wandb/offline-run-20250717_201912-8pmmlm3i/files/conda-environment.yaml +190 -0
- humanoid-run/2/4o_humanoid-run_s2/wandb/offline-run-20250717_201912-8pmmlm3i/files/wandb-metadata.json +642 -0
- humanoid-run/2/4o_humanoid-run_s2/wandb/offline-run-20250717_201912-8pmmlm3i/logs/debug.log +24 -0
- humanoid-run/2/tdmpc2_humanoid-run_s2/eval.csv +46 -0
- humanoid-run/2/tdmpc2_humanoid-run_s2/wandb/debug.log +24 -0
- humanoid-run/2/tdmpc2_humanoid-run_s2/wandb/offline-run-20250717_201912-x74cm3q5/files/conda-environment.yaml +190 -0
- humanoid-run/30/4o_humanoid-run_s30/eval.csv +20 -0
- humanoid-run/30/4o_humanoid-run_s30/wandb/debug.log +24 -0
- humanoid-run/30/4o_humanoid-run_s30/wandb/offline-run-20250717_201911-lviryzpe/files/conda-environment.yaml +190 -0
- humanoid-run/30/4o_humanoid-run_s30/wandb/offline-run-20250717_201911-lviryzpe/files/wandb-metadata.json +642 -0
- humanoid-run/30/4o_humanoid-run_s30/wandb/offline-run-20250717_201911-lviryzpe/logs/debug.log +24 -0
- humanoid-run/30/tdmpc2_humanoid-run_s30/eval.csv +47 -0
- humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/debug.log +24 -0
- humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/files/conda-environment.yaml +190 -0
- humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/files/media/videos/results/video_1299500_16bd456d0bd0522ada38.mp4 +3 -0
- humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/files/media/videos/results/video_1449500_ce248a69dff97da9b886.mp4 +3 -0
- humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/files/media/videos/results/video_599500_387f4701d8838ddb6813.mp4 +3 -0
- humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/files/media/videos/results/video_849500_8fee2decd02cd64aac90.mp4 +3 -0
- humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/files/media/videos/results/video_899500_75e6a6334f4930fa5e6e.mp4 +3 -0
- humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/files/media/videos/results/video_99500_946ed0d5adec8e01194a.mp4 +3 -0
- humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/files/wandb-metadata.json +641 -0
- humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/logs/debug.log +24 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/conda-environment.yaml +190 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/media/videos/results/video_0_b0405ddb6a1e678a90cd.mp4 +3 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/media/videos/results/video_149500_848978ecdf50d80f859b.mp4 +3 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/media/videos/results/video_199500_46efb0ba0644f7d673fa.mp4 +3 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/media/videos/results/video_249500_d4d94dbd4908e24273b9.mp4 +3 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/media/videos/results/video_299500_b0839e9d064cda68ea93.mp4 +3 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/media/videos/results/video_349500_d3dc55991a0d46210cfc.mp4 +3 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/media/videos/results/video_399500_2fa1038e3cf535d5403f.mp4 +3 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/media/videos/results/video_449500_5baa1f1cef58fd4b1827.mp4 +3 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/media/videos/results/video_49500_cb3a4e0b88ffd922879f.mp4 +3 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/media/videos/results/video_499500_80f4399f9ead0a573fac.mp4 +3 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/media/videos/results/video_599500_a8652198ea8bc3ded9c9.mp4 +3 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/media/videos/results/video_699500_409b16ae8fa87bfcc434.mp4 +3 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/media/videos/results/video_749500_0ab10d2150b5a2097bcd.mp4 +3 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/media/videos/results/video_799500_27f56663e09b1a55d059.mp4 +3 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/media/videos/results/video_899500_d7f6c3d90985aff87145.mp4 +3 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/media/videos/results/video_99500_1c301e76452c7e9949f6.mp4 +3 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/wandb-metadata.json +642 -0
- humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/logs/debug.log +24 -0
- humanoid-run/42/tdmpc2_humanoid-run_s42/wandb/offline-run-20250717_201910-b6gkv4ul/files/media/videos/results/video_0_dea2d956a11fdb6b3c95.mp4 +3 -0
- humanoid-run/42/tdmpc2_humanoid-run_s42/wandb/offline-run-20250717_201910-b6gkv4ul/files/media/videos/results/video_1049500_93b584d963991091f7a2.mp4 +3 -0
- humanoid-run/42/tdmpc2_humanoid-run_s42/wandb/offline-run-20250717_201910-b6gkv4ul/files/media/videos/results/video_1099500_9fa64da3e6cf13256030.mp4 +3 -0
- humanoid-run/42/tdmpc2_humanoid-run_s42/wandb/offline-run-20250717_201910-b6gkv4ul/files/media/videos/results/video_1199500_8df162f0463986b84364.mp4 +3 -0
- humanoid-run/42/tdmpc2_humanoid-run_s42/wandb/offline-run-20250717_201910-b6gkv4ul/files/media/videos/results/video_1249500_d51ee2cd1c4001b5e7fd.mp4 +3 -0
- humanoid-run/42/tdmpc2_humanoid-run_s42/wandb/offline-run-20250717_201910-b6gkv4ul/files/media/videos/results/video_1299500_99e107984467958d4472.mp4 +3 -0
- humanoid-run/42/tdmpc2_humanoid-run_s42/wandb/offline-run-20250717_201910-b6gkv4ul/files/media/videos/results/video_1349500_6794d4c3ceb534e6ab3b.mp4 +3 -0
humanoid-run/2/4o_humanoid-run_s2/eval.csv
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0.0,0.930586040019989
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50000.0,1.1767092943191528
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100000.0,1.0740703344345093
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humanoid-run/2/4o_humanoid-run_s2/wandb/debug.log
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2025-07-17 20:19:12,816 INFO MainThread:3143783 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
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2025-07-17 20:19:12,817 INFO MainThread:3143783 [wandb_setup.py:_flush():76] Configure stats pid to 3143783
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2025-07-17 20:19:12,817 INFO MainThread:3143783 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
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2025-07-17 20:19:12,817 INFO MainThread:3143783 [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 20:19:12,817 INFO MainThread:3143783 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
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2025-07-17 20:19:12,818 INFO MainThread:3143783 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
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2025-07-17 20:19:12,818 INFO MainThread:3143783 [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 20:19:12,818 INFO MainThread:3143783 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/humanoid-run/2/4o_humanoid-run_s2/wandb/offline-run-20250717_201912-8pmmlm3i/logs/debug.log
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2025-07-17 20:19:12,819 INFO MainThread:3143783 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/humanoid-run/2/4o_humanoid-run_s2/wandb/offline-run-20250717_201912-8pmmlm3i/logs/debug-internal.log
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2025-07-17 20:19:12,819 INFO MainThread:3143783 [wandb_init.py:init():569] calling init triggers
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2025-07-17 20:19:12,819 INFO MainThread:3143783 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
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config: {'task': 'humanoid-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_humanoid-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': '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/humanoid-run/2/4o_humanoid-run_s2'), 'task_title': 'Humanoid Run', 'multitask': False, 'tasks': ['humanoid-run'], 'obs_shape': {'state': [67]}, 'action_dim': 21, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
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2025-07-17 20:19:12,820 INFO MainThread:3143783 [wandb_init.py:init():619] starting backend
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2025-07-17 20:19:12,820 INFO MainThread:3143783 [wandb_init.py:init():623] setting up manager
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2025-07-17 20:19:12,828 INFO MainThread:3143783 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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2025-07-17 20:19:12,829 INFO MainThread:3143783 [wandb_init.py:init():631] backend started and connected
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2025-07-17 20:19:12,842 INFO MainThread:3143783 [wandb_init.py:init():720] updated telemetry
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2025-07-17 20:19:12,947 INFO MainThread:3143783 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
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2025-07-17 20:19:12,956 INFO MainThread:3143783 [wandb_init.py:init():804] starting run threads in backend
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2025-07-17 20:19:17,743 INFO MainThread:3143783 [wandb_run.py:_console_start():2380] atexit reg
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2025-07-17 20:19:17,744 INFO MainThread:3143783 [wandb_run.py:_redirect():2235] redirect: wrap_raw
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2025-07-17 20:19:17,744 INFO MainThread:3143783 [wandb_run.py:_redirect():2300] Wrapping output streams.
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2025-07-17 20:19:17,744 INFO MainThread:3143783 [wandb_run.py:_redirect():2325] Redirects installed.
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2025-07-17 20:19:17,747 INFO MainThread:3143783 [wandb_init.py:init():847] run started, returning control to user process
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humanoid-run/2/4o_humanoid-run_s2/wandb/offline-run-20250717_201912-8pmmlm3i/files/conda-environment.yaml
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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
|
humanoid-run/2/4o_humanoid-run_s2/wandb/offline-run-20250717_201912-8pmmlm3i/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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|
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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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humanoid-run/2/4o_humanoid-run_s2/wandb/offline-run-20250717_201912-8pmmlm3i/logs/debug.log
ADDED
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2025-07-17 20:19:12,816 INFO MainThread:3143783 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
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2025-07-17 20:19:12,817 INFO MainThread:3143783 [wandb_setup.py:_flush():76] Configure stats pid to 3143783
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2025-07-17 20:19:12,817 INFO MainThread:3143783 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
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+
2025-07-17 20:19:12,817 INFO MainThread:3143783 [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 |
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2025-07-17 20:19:12,817 INFO MainThread:3143783 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-17 20:19:12,818 INFO MainThread:3143783 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-17 20:19:12,818 INFO MainThread:3143783 [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 20:19:12,818 INFO MainThread:3143783 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/humanoid-run/2/4o_humanoid-run_s2/wandb/offline-run-20250717_201912-8pmmlm3i/logs/debug.log
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2025-07-17 20:19:12,819 INFO MainThread:3143783 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/humanoid-run/2/4o_humanoid-run_s2/wandb/offline-run-20250717_201912-8pmmlm3i/logs/debug-internal.log
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2025-07-17 20:19:12,819 INFO MainThread:3143783 [wandb_init.py:init():569] calling init triggers
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2025-07-17 20:19:12,819 INFO MainThread:3143783 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
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| 12 |
+
config: {'task': 'humanoid-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_humanoid-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': '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/humanoid-run/2/4o_humanoid-run_s2'), 'task_title': 'Humanoid Run', 'multitask': False, 'tasks': ['humanoid-run'], 'obs_shape': {'state': [67]}, 'action_dim': 21, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-17 20:19:12,820 INFO MainThread:3143783 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-17 20:19:12,820 INFO MainThread:3143783 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-17 20:19:12,828 INFO MainThread:3143783 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-17 20:19:12,829 INFO MainThread:3143783 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-17 20:19:12,842 INFO MainThread:3143783 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-17 20:19:12,947 INFO MainThread:3143783 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-17 20:19:12,956 INFO MainThread:3143783 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-17 20:19:17,743 INFO MainThread:3143783 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-17 20:19:17,744 INFO MainThread:3143783 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-17 20:19:17,744 INFO MainThread:3143783 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-17 20:19:17,744 INFO MainThread:3143783 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-17 20:19:17,747 INFO MainThread:3143783 [wandb_init.py:init():847] run started, returning control to user process
|
humanoid-run/2/tdmpc2_humanoid-run_s2/eval.csv
ADDED
|
@@ -0,0 +1,46 @@
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|
| 1 |
+
step,episode_reward
|
| 2 |
+
0.0,0.9158483743667603
|
| 3 |
+
50000.0,1.3669930696487427
|
| 4 |
+
100000.0,1.1687942743301392
|
| 5 |
+
150000.0,1.4117109775543213
|
| 6 |
+
200000.0,1.3763651847839355
|
| 7 |
+
250000.0,1.9737675189971924
|
| 8 |
+
300000.0,1.3641059398651123
|
| 9 |
+
350000.0,1.8458372354507446
|
| 10 |
+
400000.0,1.457832932472229
|
| 11 |
+
450000.0,1.8261102437973022
|
| 12 |
+
500000.0,1.6067975759506226
|
| 13 |
+
550000.0,1.6630741357803345
|
| 14 |
+
600000.0,2.4797677993774414
|
| 15 |
+
650000.0,1.737144112586975
|
| 16 |
+
700000.0,1.7355676889419556
|
| 17 |
+
750000.0,1.7227046489715576
|
| 18 |
+
800000.0,1.7377192974090576
|
| 19 |
+
850000.0,2.2614986896514893
|
| 20 |
+
900000.0,1.4695817232131958
|
| 21 |
+
950000.0,1.7698171138763428
|
| 22 |
+
1000000.0,1.3161426782608032
|
| 23 |
+
1050000.0,1.9806791543960571
|
| 24 |
+
1100000.0,1.8135629892349243
|
| 25 |
+
1150000.0,1.7133079767227173
|
| 26 |
+
1200000.0,2.5933175086975098
|
| 27 |
+
1250000.0,1.854355812072754
|
| 28 |
+
1300000.0,3.027170419692993
|
| 29 |
+
1350000.0,2.2044215202331543
|
| 30 |
+
1400000.0,2.294454336166382
|
| 31 |
+
1450000.0,2.5152323246002197
|
| 32 |
+
1500000.0,2.367173671722412
|
| 33 |
+
1550000.0,2.4414076805114746
|
| 34 |
+
1600000.0,1.9331214427947998
|
| 35 |
+
1650000.0,1.9280821084976196
|
| 36 |
+
1700000.0,2.490997791290283
|
| 37 |
+
1750000.0,1.983323097229004
|
| 38 |
+
1800000.0,1.9792178869247437
|
| 39 |
+
1850000.0,2.057011365890503
|
| 40 |
+
1900000.0,2.4861559867858887
|
| 41 |
+
1950000.0,2.5527024269104004
|
| 42 |
+
2000000.0,2.128805637359619
|
| 43 |
+
2050000.0,2.513981819152832
|
| 44 |
+
2100000.0,2.2474517822265625
|
| 45 |
+
2150000.0,2.7091777324676514
|
| 46 |
+
2200000.0,2.0940680503845215
|
humanoid-run/2/tdmpc2_humanoid-run_s2/wandb/debug.log
ADDED
|
@@ -0,0 +1,24 @@
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|
| 1 |
+
2025-07-17 20:19:12,782 INFO MainThread:3143762 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
+
2025-07-17 20:19:12,783 INFO MainThread:3143762 [wandb_setup.py:_flush():76] Configure stats pid to 3143762
|
| 3 |
+
2025-07-17 20:19:12,783 INFO MainThread:3143762 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-17 20:19:12,783 INFO MainThread:3143762 [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 20:19:12,784 INFO MainThread:3143762 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-17 20:19:12,784 INFO MainThread:3143762 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-17 20:19:12,784 INFO MainThread:3143762 [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 20:19:12,784 INFO MainThread:3143762 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/humanoid-run/2/tdmpc2_humanoid-run_s2/wandb/offline-run-20250717_201912-x74cm3q5/logs/debug.log
|
| 9 |
+
2025-07-17 20:19:12,785 INFO MainThread:3143762 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/humanoid-run/2/tdmpc2_humanoid-run_s2/wandb/offline-run-20250717_201912-x74cm3q5/logs/debug-internal.log
|
| 10 |
+
2025-07-17 20:19:12,785 INFO MainThread:3143762 [wandb_init.py:init():569] calling init triggers
|
| 11 |
+
2025-07-17 20:19:12,785 INFO MainThread:3143762 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'humanoid-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_humanoid-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': '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/humanoid-run/2/tdmpc2_humanoid-run_s2'), 'task_title': 'Humanoid Run', 'multitask': False, 'tasks': ['humanoid-run'], 'obs_shape': {'state': [67]}, 'action_dim': 21, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-17 20:19:12,785 INFO MainThread:3143762 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-17 20:19:12,786 INFO MainThread:3143762 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-17 20:19:12,791 INFO MainThread:3143762 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-17 20:19:12,793 INFO MainThread:3143762 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-17 20:19:12,802 INFO MainThread:3143762 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-17 20:19:12,894 INFO MainThread:3143762 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-17 20:19:12,901 INFO MainThread:3143762 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-17 20:19:17,437 INFO MainThread:3143762 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-17 20:19:17,438 INFO MainThread:3143762 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-17 20:19:17,438 INFO MainThread:3143762 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-17 20:19:17,438 INFO MainThread:3143762 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-17 20:19:17,442 INFO MainThread:3143762 [wandb_init.py:init():847] run started, returning control to user process
|
humanoid-run/2/tdmpc2_humanoid-run_s2/wandb/offline-run-20250717_201912-x74cm3q5/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 |
+
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|
| 41 |
+
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|
| 42 |
+
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|
| 43 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 44 |
+
- libnsl=2.0.1=hd590300_0
|
| 45 |
+
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|
| 46 |
+
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|
| 47 |
+
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|
| 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 |
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|
| 57 |
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|
| 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 |
+
- 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 |
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|
| 77 |
+
- charset-normalizer==3.4.2
|
| 78 |
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|
| 79 |
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|
| 80 |
+
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|
| 81 |
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- cycler==0.12.1
|
| 82 |
+
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|
| 83 |
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|
| 84 |
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- dm-env==1.6
|
| 85 |
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- dm-tree==0.1.8
|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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- ffmpeg==1.4
|
| 90 |
+
- filelock==3.18.0
|
| 91 |
+
- fonttools==4.58.4
|
| 92 |
+
- frozenlist==1.7.0
|
| 93 |
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- fsspec==2025.5.1
|
| 94 |
+
- gitdb==4.0.12
|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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- gymnasium==1.1.1
|
| 99 |
+
- h5py==3.11.0
|
| 100 |
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- 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
|
humanoid-run/30/4o_humanoid-run_s30/eval.csv
ADDED
|
@@ -0,0 +1,20 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
step,episode_reward
|
| 2 |
+
0.0,1.0696208477020264
|
| 3 |
+
50000.0,1.0295355319976807
|
| 4 |
+
100000.0,0.7821036577224731
|
| 5 |
+
150000.0,1.025824785232544
|
| 6 |
+
200000.0,1.0159043073654175
|
| 7 |
+
250000.0,1.4387929439544678
|
| 8 |
+
300000.0,1.2372243404388428
|
| 9 |
+
350000.0,1.6791942119598389
|
| 10 |
+
400000.0,1.3268802165985107
|
| 11 |
+
450000.0,1.6417615413665771
|
| 12 |
+
500000.0,1.3920048475265503
|
| 13 |
+
550000.0,1.50917649269104
|
| 14 |
+
600000.0,1.3563604354858398
|
| 15 |
+
650000.0,1.521289348602295
|
| 16 |
+
700000.0,1.597048282623291
|
| 17 |
+
750000.0,1.4670690298080444
|
| 18 |
+
800000.0,1.398215651512146
|
| 19 |
+
850000.0,1.710676908493042
|
| 20 |
+
900000.0,1.6708685159683228
|
humanoid-run/30/4o_humanoid-run_s30/wandb/debug.log
ADDED
|
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2025-07-17 20:19:11,292 INFO MainThread:3143784 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
+
2025-07-17 20:19:11,293 INFO MainThread:3143784 [wandb_setup.py:_flush():76] Configure stats pid to 3143784
|
| 3 |
+
2025-07-17 20:19:11,293 INFO MainThread:3143784 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-17 20:19:11,293 INFO MainThread:3143784 [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 20:19:11,293 INFO MainThread:3143784 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-17 20:19:11,294 INFO MainThread:3143784 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-17 20:19:11,294 INFO MainThread:3143784 [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 20:19:11,294 INFO MainThread:3143784 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/humanoid-run/30/4o_humanoid-run_s30/wandb/offline-run-20250717_201911-lviryzpe/logs/debug.log
|
| 9 |
+
2025-07-17 20:19:11,294 INFO MainThread:3143784 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/humanoid-run/30/4o_humanoid-run_s30/wandb/offline-run-20250717_201911-lviryzpe/logs/debug-internal.log
|
| 10 |
+
2025-07-17 20:19:11,295 INFO MainThread:3143784 [wandb_init.py:init():569] calling init triggers
|
| 11 |
+
2025-07-17 20:19:11,295 INFO MainThread:3143784 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'humanoid-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_humanoid-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': '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/humanoid-run/30/4o_humanoid-run_s30'), 'task_title': 'Humanoid Run', 'multitask': False, 'tasks': ['humanoid-run'], 'obs_shape': {'state': [67]}, 'action_dim': 21, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-17 20:19:11,295 INFO MainThread:3143784 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-17 20:19:11,296 INFO MainThread:3143784 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-17 20:19:11,302 INFO MainThread:3143784 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-17 20:19:11,304 INFO MainThread:3143784 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-17 20:19:11,324 INFO MainThread:3143784 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-17 20:19:11,434 INFO MainThread:3143784 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-17 20:19:11,441 INFO MainThread:3143784 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-17 20:19:15,567 INFO MainThread:3143784 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-17 20:19:15,568 INFO MainThread:3143784 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-17 20:19:15,568 INFO MainThread:3143784 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-17 20:19:15,568 INFO MainThread:3143784 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-17 20:19:15,572 INFO MainThread:3143784 [wandb_init.py:init():847] run started, returning control to user process
|
humanoid-run/30/4o_humanoid-run_s30/wandb/offline-run-20250717_201911-lviryzpe/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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|
|
|
|
|
|
|
|
|
|
| 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
|
humanoid-run/30/4o_humanoid-run_s30/wandb/offline-run-20250717_201911-lviryzpe/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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humanoid-run/30/4o_humanoid-run_s30/wandb/offline-run-20250717_201911-lviryzpe/logs/debug.log
ADDED
|
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2025-07-17 20:19:11,292 INFO MainThread:3143784 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
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| 2 |
+
2025-07-17 20:19:11,293 INFO MainThread:3143784 [wandb_setup.py:_flush():76] Configure stats pid to 3143784
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| 3 |
+
2025-07-17 20:19:11,293 INFO MainThread:3143784 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
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| 4 |
+
2025-07-17 20:19:11,293 INFO MainThread:3143784 [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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| 5 |
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2025-07-17 20:19:11,293 INFO MainThread:3143784 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
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| 6 |
+
2025-07-17 20:19:11,294 INFO MainThread:3143784 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
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| 7 |
+
2025-07-17 20:19:11,294 INFO MainThread:3143784 [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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| 8 |
+
2025-07-17 20:19:11,294 INFO MainThread:3143784 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/humanoid-run/30/4o_humanoid-run_s30/wandb/offline-run-20250717_201911-lviryzpe/logs/debug.log
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| 9 |
+
2025-07-17 20:19:11,294 INFO MainThread:3143784 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/humanoid-run/30/4o_humanoid-run_s30/wandb/offline-run-20250717_201911-lviryzpe/logs/debug-internal.log
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2025-07-17 20:19:11,295 INFO MainThread:3143784 [wandb_init.py:init():569] calling init triggers
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| 11 |
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2025-07-17 20:19:11,295 INFO MainThread:3143784 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
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| 12 |
+
config: {'task': 'humanoid-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_humanoid-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': '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/humanoid-run/30/4o_humanoid-run_s30'), 'task_title': 'Humanoid Run', 'multitask': False, 'tasks': ['humanoid-run'], 'obs_shape': {'state': [67]}, 'action_dim': 21, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
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| 13 |
+
2025-07-17 20:19:11,295 INFO MainThread:3143784 [wandb_init.py:init():619] starting backend
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| 14 |
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2025-07-17 20:19:11,296 INFO MainThread:3143784 [wandb_init.py:init():623] setting up manager
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| 15 |
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2025-07-17 20:19:11,302 INFO MainThread:3143784 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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| 16 |
+
2025-07-17 20:19:11,304 INFO MainThread:3143784 [wandb_init.py:init():631] backend started and connected
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| 17 |
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2025-07-17 20:19:11,324 INFO MainThread:3143784 [wandb_init.py:init():720] updated telemetry
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| 18 |
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2025-07-17 20:19:11,434 INFO MainThread:3143784 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
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| 19 |
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2025-07-17 20:19:11,441 INFO MainThread:3143784 [wandb_init.py:init():804] starting run threads in backend
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| 20 |
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2025-07-17 20:19:15,567 INFO MainThread:3143784 [wandb_run.py:_console_start():2380] atexit reg
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| 21 |
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2025-07-17 20:19:15,568 INFO MainThread:3143784 [wandb_run.py:_redirect():2235] redirect: wrap_raw
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| 22 |
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2025-07-17 20:19:15,568 INFO MainThread:3143784 [wandb_run.py:_redirect():2300] Wrapping output streams.
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| 23 |
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2025-07-17 20:19:15,568 INFO MainThread:3143784 [wandb_run.py:_redirect():2325] Redirects installed.
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| 24 |
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2025-07-17 20:19:15,572 INFO MainThread:3143784 [wandb_init.py:init():847] run started, returning control to user process
|
humanoid-run/30/tdmpc2_humanoid-run_s30/eval.csv
ADDED
|
@@ -0,0 +1,47 @@
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| 1 |
+
step,episode_reward
|
| 2 |
+
0.0,1.0979737043380737
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| 3 |
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50000.0,1.0763705968856812
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| 4 |
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100000.0,0.8687812685966492
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150000.0,1.1972911357879639
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200000.0,1.212019443511963
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250000.0,1.7767343521118164
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300000.0,1.565155029296875
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350000.0,1.998220443725586
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400000.0,1.458937406539917
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450000.0,1.7459827661514282
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500000.0,1.4729912281036377
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| 13 |
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550000.0,1.6759907007217407
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| 14 |
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600000.0,1.5395878553390503
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| 15 |
+
650000.0,1.553975224494934
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| 16 |
+
700000.0,1.9224059581756592
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| 17 |
+
750000.0,1.567450761795044
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| 18 |
+
800000.0,1.4992393255233765
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| 19 |
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850000.0,1.7355674505233765
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| 20 |
+
900000.0,1.8962513208389282
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| 21 |
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950000.0,1.7374916076660156
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| 22 |
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1000000.0,1.4755189418792725
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| 23 |
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1050000.0,1.5975396633148193
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| 24 |
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1100000.0,1.8348615169525146
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| 25 |
+
1150000.0,2.1367554664611816
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| 26 |
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1200000.0,1.8439266681671143
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| 27 |
+
1250000.0,2.0641167163848877
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| 28 |
+
1300000.0,2.121999502182007
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| 29 |
+
1350000.0,1.5859953165054321
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| 30 |
+
1400000.0,2.094001054763794
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| 31 |
+
1450000.0,1.9034595489501953
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| 32 |
+
1500000.0,1.8854780197143555
|
| 33 |
+
1550000.0,1.6859382390975952
|
| 34 |
+
1600000.0,1.8304975032806396
|
| 35 |
+
1650000.0,2.5598864555358887
|
| 36 |
+
1700000.0,2.388716697692871
|
| 37 |
+
1750000.0,2.3702232837677
|
| 38 |
+
1800000.0,1.5225274562835693
|
| 39 |
+
1850000.0,1.818439245223999
|
| 40 |
+
1900000.0,2.265860080718994
|
| 41 |
+
1950000.0,1.8373483419418335
|
| 42 |
+
2000000.0,1.6661455631256104
|
| 43 |
+
2050000.0,1.945303201675415
|
| 44 |
+
2100000.0,1.299957036972046
|
| 45 |
+
2150000.0,2.366264820098877
|
| 46 |
+
2200000.0,2.6207900047302246
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| 47 |
+
2250000.0,1.726203203201294
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humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/debug.log
ADDED
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| 1 |
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2025-07-17 20:19:12,046 INFO MainThread:3143763 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
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| 2 |
+
2025-07-17 20:19:12,047 INFO MainThread:3143763 [wandb_setup.py:_flush():76] Configure stats pid to 3143763
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| 3 |
+
2025-07-17 20:19:12,047 INFO MainThread:3143763 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
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| 4 |
+
2025-07-17 20:19:12,047 INFO MainThread:3143763 [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 20:19:12,047 INFO MainThread:3143763 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
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| 6 |
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2025-07-17 20:19:12,048 INFO MainThread:3143763 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
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| 7 |
+
2025-07-17 20:19:12,048 INFO MainThread:3143763 [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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| 8 |
+
2025-07-17 20:19:12,048 INFO MainThread:3143763 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/logs/debug.log
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| 9 |
+
2025-07-17 20:19:12,048 INFO MainThread:3143763 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/logs/debug-internal.log
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| 10 |
+
2025-07-17 20:19:12,049 INFO MainThread:3143763 [wandb_init.py:init():569] calling init triggers
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| 11 |
+
2025-07-17 20:19:12,049 INFO MainThread:3143763 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'humanoid-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_humanoid-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': '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/humanoid-run/30/tdmpc2_humanoid-run_s30'), 'task_title': 'Humanoid Run', 'multitask': False, 'tasks': ['humanoid-run'], 'obs_shape': {'state': [67]}, 'action_dim': 21, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-17 20:19:12,049 INFO MainThread:3143763 [wandb_init.py:init():619] starting backend
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| 14 |
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2025-07-17 20:19:12,050 INFO MainThread:3143763 [wandb_init.py:init():623] setting up manager
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| 15 |
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2025-07-17 20:19:12,056 INFO MainThread:3143763 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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2025-07-17 20:19:12,058 INFO MainThread:3143763 [wandb_init.py:init():631] backend started and connected
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| 17 |
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2025-07-17 20:19:12,069 INFO MainThread:3143763 [wandb_init.py:init():720] updated telemetry
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| 18 |
+
2025-07-17 20:19:12,155 INFO MainThread:3143763 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
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| 19 |
+
2025-07-17 20:19:12,161 INFO MainThread:3143763 [wandb_init.py:init():804] starting run threads in backend
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2025-07-17 20:19:16,083 INFO MainThread:3143763 [wandb_run.py:_console_start():2380] atexit reg
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| 21 |
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2025-07-17 20:19:16,084 INFO MainThread:3143763 [wandb_run.py:_redirect():2235] redirect: wrap_raw
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2025-07-17 20:19:16,084 INFO MainThread:3143763 [wandb_run.py:_redirect():2300] Wrapping output streams.
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| 23 |
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2025-07-17 20:19:16,084 INFO MainThread:3143763 [wandb_run.py:_redirect():2325] Redirects installed.
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| 24 |
+
2025-07-17 20:19:16,088 INFO MainThread:3143763 [wandb_init.py:init():847] run started, returning control to user process
|
humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/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
|
humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/files/media/videos/results/video_1299500_16bd456d0bd0522ada38.mp4
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:16bd456d0bd0522ada38a8fa4c3df19a84f6f6bf98c1710191299f354e128b6a
|
| 3 |
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size 762623
|
humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/files/media/videos/results/video_1449500_ce248a69dff97da9b886.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:ce248a69dff97da9b88657db8f96d8d17af57d7b94a53ecb90bdfc8b2166d14c
|
| 3 |
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size 806175
|
humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/files/media/videos/results/video_599500_387f4701d8838ddb6813.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:387f4701d8838ddb68135f98ae58ef824ee94ffd898bc856fa78f4eadc343f42
|
| 3 |
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size 814374
|
humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/files/media/videos/results/video_849500_8fee2decd02cd64aac90.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:8fee2decd02cd64aac90ee96bcdbb04d3ea7686a2cabbfdf9d8225fd88d1bb53
|
| 3 |
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size 668372
|
humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/files/media/videos/results/video_899500_75e6a6334f4930fa5e6e.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:75e6a6334f4930fa5e6e80e58953cdb06dc2a776fa5104ce4a5a3181baae2c6d
|
| 3 |
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size 878407
|
humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/files/media/videos/results/video_99500_946ed0d5adec8e01194a.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:946ed0d5adec8e01194a249930ba25125bd578de5a9de766c39c0887780b5972
|
| 3 |
+
size 812854
|
humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,641 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
| 640 |
+
}
|
| 641 |
+
}
|
humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/logs/debug.log
ADDED
|
@@ -0,0 +1,24 @@
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|
| 1 |
+
2025-07-17 20:19:12,046 INFO MainThread:3143763 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
|
| 2 |
+
2025-07-17 20:19:12,047 INFO MainThread:3143763 [wandb_setup.py:_flush():76] Configure stats pid to 3143763
|
| 3 |
+
2025-07-17 20:19:12,047 INFO MainThread:3143763 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-17 20:19:12,047 INFO MainThread:3143763 [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 20:19:12,047 INFO MainThread:3143763 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-17 20:19:12,048 INFO MainThread:3143763 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-17 20:19:12,048 INFO MainThread:3143763 [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 20:19:12,048 INFO MainThread:3143763 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/logs/debug.log
|
| 9 |
+
2025-07-17 20:19:12,048 INFO MainThread:3143763 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/humanoid-run/30/tdmpc2_humanoid-run_s30/wandb/offline-run-20250717_201912-ldtzbcco/logs/debug-internal.log
|
| 10 |
+
2025-07-17 20:19:12,049 INFO MainThread:3143763 [wandb_init.py:init():569] calling init triggers
|
| 11 |
+
2025-07-17 20:19:12,049 INFO MainThread:3143763 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
|
| 12 |
+
config: {'task': 'humanoid-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_humanoid-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': '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/humanoid-run/30/tdmpc2_humanoid-run_s30'), 'task_title': 'Humanoid Run', 'multitask': False, 'tasks': ['humanoid-run'], 'obs_shape': {'state': [67]}, 'action_dim': 21, 'episode_length': 500, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 2500, 'bin_size': 0.2}
|
| 13 |
+
2025-07-17 20:19:12,049 INFO MainThread:3143763 [wandb_init.py:init():619] starting backend
|
| 14 |
+
2025-07-17 20:19:12,050 INFO MainThread:3143763 [wandb_init.py:init():623] setting up manager
|
| 15 |
+
2025-07-17 20:19:12,056 INFO MainThread:3143763 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 16 |
+
2025-07-17 20:19:12,058 INFO MainThread:3143763 [wandb_init.py:init():631] backend started and connected
|
| 17 |
+
2025-07-17 20:19:12,069 INFO MainThread:3143763 [wandb_init.py:init():720] updated telemetry
|
| 18 |
+
2025-07-17 20:19:12,155 INFO MainThread:3143763 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
|
| 19 |
+
2025-07-17 20:19:12,161 INFO MainThread:3143763 [wandb_init.py:init():804] starting run threads in backend
|
| 20 |
+
2025-07-17 20:19:16,083 INFO MainThread:3143763 [wandb_run.py:_console_start():2380] atexit reg
|
| 21 |
+
2025-07-17 20:19:16,084 INFO MainThread:3143763 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 22 |
+
2025-07-17 20:19:16,084 INFO MainThread:3143763 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 23 |
+
2025-07-17 20:19:16,084 INFO MainThread:3143763 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 24 |
+
2025-07-17 20:19:16,088 INFO MainThread:3143763 [wandb_init.py:init():847] run started, returning control to user process
|
humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/files/conda-environment.yaml
ADDED
|
@@ -0,0 +1,190 @@
|
|
|
|
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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 |
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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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|
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|
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|
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|
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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 |
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|
| 157 |
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|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
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|
| 172 |
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|
| 173 |
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|
| 174 |
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|
| 175 |
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|
| 176 |
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|
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|
| 178 |
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|
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|
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|
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|
| 188 |
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|
| 189 |
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|
| 190 |
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|
humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/logs/debug.log
ADDED
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2025-07-17 20:19:10,853 INFO MainThread:3143785 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
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2025-07-17 20:19:10,853 INFO MainThread:3143785 [wandb_setup.py:_flush():76] Configure stats pid to 3143785
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2025-07-17 20:19:10,853 INFO MainThread:3143785 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-17 20:19:10,854 INFO MainThread:3143785 [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 20:19:10,854 INFO MainThread:3143785 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-17 20:19:10,854 INFO MainThread:3143785 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-17 20:19:10,854 INFO MainThread:3143785 [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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| 8 |
+
2025-07-17 20:19:10,855 INFO MainThread:3143785 [wandb_init.py:_log_setup():529] Logging user logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/logs/debug.log
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2025-07-17 20:19:10,855 INFO MainThread:3143785 [wandb_init.py:_log_setup():530] Logging internal logs to /ceph/home/songchun01/xiaoyuan/boya_tdmpc2/tdmpc2/logs/humanoid-run/42/4o_humanoid-run_s42/wandb/offline-run-20250717_201910-tfjdoxoj/logs/debug-internal.log
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2025-07-17 20:19:10,855 INFO MainThread:3143785 [wandb_init.py:init():569] calling init triggers
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2025-07-17 20:19:10,856 INFO MainThread:3143785 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
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| 12 |
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