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- .gitattributes +17 -0
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2025-07-05 11:10:34,019 INFO MainThread:238663 [wandb_setup.py:_flush():76] Current SDK version is 0.17.3
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2025-07-05 11:10:34,020 INFO MainThread:238663 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/outputs/2025-07-05/11-10-24/wandb/settings
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2025-07-05 11:10:34,021 INFO MainThread:238663 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
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2025-07-05 11:10:34,021 WARNING MainThread:238663 [wandb_setup.py:_flush():76] Could not find program at -m tdmpc2.train
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| 8 |
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2025-07-05 11:10:34,021 INFO MainThread:238663 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m tdmpc2.train'}
|
| 9 |
+
2025-07-05 11:10:34,022 INFO MainThread:238663 [wandb_init.py:_log_setup():520] Logging user logs to /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-balance_simple-v0/0/4o_balance_s/wandb/offline-run-20250705_111034-s5tgybef/logs/debug.log
|
| 10 |
+
2025-07-05 11:10:34,022 INFO MainThread:238663 [wandb_init.py:_log_setup():521] Logging internal logs to /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-balance_simple-v0/0/4o_balance_s/wandb/offline-run-20250705_111034-s5tgybef/logs/debug-internal.log
|
| 11 |
+
2025-07-05 11:10:34,022 INFO MainThread:238663 [wandb_init.py:init():560] calling init triggers
|
| 12 |
+
2025-07-05 11:10:34,022 INFO MainThread:238663 [wandb_init.py:init():567] wandb.init called with sweep_config: {}
|
| 13 |
+
config: {'task': 'humanoid_h1hand-balance_simple-v0', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 5000000, '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_balance_s', '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': 5, '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': 'moore-tdmpc', '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': 0, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-balance_simple-v0/0/4o_balance_s'), 'task_title': 'Humanoid_H1Hand Balance_Simple V0', 'multitask': False, 'tasks': ['humanoid_h1hand-balance_simple-v0'], 'obs_shape': {'state': [164]}, 'action_dim': 61, 'episode_length': 1000, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 5000, 'bin_size': 0.2}
|
| 14 |
+
2025-07-05 11:10:34,023 INFO MainThread:238663 [wandb_init.py:init():610] starting backend
|
| 15 |
+
2025-07-05 11:10:34,023 INFO MainThread:238663 [wandb_init.py:init():614] setting up manager
|
| 16 |
+
2025-07-05 11:10:34,027 INFO MainThread:238663 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 17 |
+
2025-07-05 11:10:34,028 INFO MainThread:238663 [wandb_init.py:init():622] backend started and connected
|
| 18 |
+
2025-07-05 11:10:34,035 INFO MainThread:238663 [wandb_init.py:init():711] updated telemetry
|
| 19 |
+
2025-07-05 11:10:34,056 INFO MainThread:238663 [wandb_init.py:init():744] communicating run to backend with 90.0 second timeout
|
| 20 |
+
2025-07-05 11:10:34,061 INFO MainThread:238663 [wandb_init.py:init():795] starting run threads in backend
|
| 21 |
+
2025-07-05 11:10:47,899 INFO MainThread:238663 [wandb_run.py:_console_start():2380] atexit reg
|
| 22 |
+
2025-07-05 11:10:47,899 INFO MainThread:238663 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 23 |
+
2025-07-05 11:10:47,899 INFO MainThread:238663 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 24 |
+
2025-07-05 11:10:47,899 INFO MainThread:238663 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 25 |
+
2025-07-05 11:10:47,901 INFO MainThread:238663 [wandb_init.py:init():838] run started, returning control to user process
|
humanoid_h1hand-balance_simple-v0/0/4o_balance_s/wandb/offline-run-20250705_111034-s5tgybef/files/conda-environment.yaml
ADDED
|
@@ -0,0 +1,209 @@
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|
|
| 1 |
+
name: human
|
| 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 |
+
- ld_impl_linux-64=2.43=h1423503_5
|
| 15 |
+
- libexpat=2.7.0=h5888daf_0
|
| 16 |
+
- libffi=3.4.6=h2dba641_1
|
| 17 |
+
- libgcc=15.1.0=h767d61c_3
|
| 18 |
+
- libgcc-ng=15.1.0=h69a702a_3
|
| 19 |
+
- libgomp=15.1.0=h767d61c_3
|
| 20 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 21 |
+
- libnsl=2.0.1=hb9d3cd8_1
|
| 22 |
+
- libsqlite=3.50.2=h6cd9bfd_0
|
| 23 |
+
- libuuid=2.38.1=h0b41bf4_0
|
| 24 |
+
- libxcrypt=4.4.36=hd590300_1
|
| 25 |
+
- libzlib=1.3.1=hb9d3cd8_2
|
| 26 |
+
- ncurses=6.5=h2d0b736_3
|
| 27 |
+
- openssl=3.5.0=h7b32b05_1
|
| 28 |
+
- pip=25.1.1=pyh8b19718_0
|
| 29 |
+
- python=3.11.13=h9e4cc4f_0_cpython
|
| 30 |
+
- readline=8.2=h8c095d6_2
|
| 31 |
+
- setuptools=80.9.0=pyhff2d567_0
|
| 32 |
+
- tk=8.6.13=noxft_hd72426e_102
|
| 33 |
+
- wheel=0.45.1=pyhd8ed1ab_1
|
| 34 |
+
- pip:
|
| 35 |
+
- absl-py==2.3.0
|
| 36 |
+
- antlr4-python3-runtime==4.9.3
|
| 37 |
+
- asttokens==3.0.0
|
| 38 |
+
- astunparse==1.6.3
|
| 39 |
+
- attrs==25.3.0
|
| 40 |
+
- blinker==1.9.0
|
| 41 |
+
- brax==0.9.4
|
| 42 |
+
- certifi==2025.6.15
|
| 43 |
+
- charset-normalizer==3.4.2
|
| 44 |
+
- chex==0.1.89
|
| 45 |
+
- click==8.2.1
|
| 46 |
+
- cloudpickle==3.0.0
|
| 47 |
+
- colored==2.2.4
|
| 48 |
+
- contextlib2==21.6.0
|
| 49 |
+
- contourpy==1.3.2
|
| 50 |
+
- cycler==0.12.1
|
| 51 |
+
- decorator==4.4.2
|
| 52 |
+
- distrax==0.1.5
|
| 53 |
+
- dm-control==1.0.20
|
| 54 |
+
- dm-env==1.6
|
| 55 |
+
- dm-sonnet==2.0.2
|
| 56 |
+
- dm-tree==0.1.9
|
| 57 |
+
- docker-pycreds==0.4.0
|
| 58 |
+
- embodied==0.0.0
|
| 59 |
+
- etils==1.12.2
|
| 60 |
+
- executing==2.2.0
|
| 61 |
+
- farama-notifications==0.0.4
|
| 62 |
+
- filelock==3.18.0
|
| 63 |
+
- flask==3.1.1
|
| 64 |
+
- flask-cors==6.0.1
|
| 65 |
+
- flatbuffers==25.2.10
|
| 66 |
+
- flax==0.8.5
|
| 67 |
+
- fonttools==4.58.4
|
| 68 |
+
- fsspec==2025.5.1
|
| 69 |
+
- gast==0.6.0
|
| 70 |
+
- gitdb==4.0.12
|
| 71 |
+
- gitpython==3.1.44
|
| 72 |
+
- glfw==2.9.0
|
| 73 |
+
- google-pasta==0.2.0
|
| 74 |
+
- grpcio==1.73.1
|
| 75 |
+
- gym==0.26.2
|
| 76 |
+
- gym-notices==0.0.8
|
| 77 |
+
- gymnasium==0.29.1
|
| 78 |
+
- gymnax==0.0.8
|
| 79 |
+
- h5py==3.14.0
|
| 80 |
+
- humanize==4.12.3
|
| 81 |
+
- humanoid-bench==0.2
|
| 82 |
+
- hydra-core==1.3.2
|
| 83 |
+
- hydra-submitit-launcher==1.2.0
|
| 84 |
+
- idna==3.10
|
| 85 |
+
- imageio==2.34.2
|
| 86 |
+
- imageio-ffmpeg==0.6.0
|
| 87 |
+
- importlib-resources==6.5.2
|
| 88 |
+
- ipdb==0.13.13
|
| 89 |
+
- ipython==9.3.0
|
| 90 |
+
- ipython-pygments-lexers==1.1.1
|
| 91 |
+
- itsdangerous==2.2.0
|
| 92 |
+
- jax==0.6.2
|
| 93 |
+
- jax-cuda12-pjrt==0.4.28
|
| 94 |
+
- jaxlib==0.6.2
|
| 95 |
+
- jaxopt==0.8.5
|
| 96 |
+
- jaxrl-m==0.1.0
|
| 97 |
+
- jedi==0.19.2
|
| 98 |
+
- jinja2==3.1.6
|
| 99 |
+
- keras==3.10.0
|
| 100 |
+
- kiwisolver==1.4.8
|
| 101 |
+
- labmaze==1.0.6
|
| 102 |
+
- libclang==18.1.1
|
| 103 |
+
- lxml==6.0.0
|
| 104 |
+
- markdown==3.8.2
|
| 105 |
+
- markdown-it-py==3.0.0
|
| 106 |
+
- markupsafe==3.0.2
|
| 107 |
+
- matplotlib==3.9.0
|
| 108 |
+
- matplotlib-inline==0.1.7
|
| 109 |
+
- mdurl==0.1.2
|
| 110 |
+
- ml-collections==0.1.1
|
| 111 |
+
- ml-dtypes==0.5.1
|
| 112 |
+
- moviepy==1.0.3
|
| 113 |
+
- mpmath==1.3.0
|
| 114 |
+
- msgpack==1.0.8
|
| 115 |
+
- mujoco==3.1.6
|
| 116 |
+
- mujoco-mjx==3.1.6
|
| 117 |
+
- namex==0.1.0
|
| 118 |
+
- natsort==8.4.0
|
| 119 |
+
- nest-asyncio==1.6.0
|
| 120 |
+
- networkx==3.5
|
| 121 |
+
- numpy==1.26.4
|
| 122 |
+
- nvidia-cublas-cu12==12.1.3.1
|
| 123 |
+
- nvidia-cuda-cupti-cu12==12.1.105
|
| 124 |
+
- nvidia-cuda-nvcc-cu12==12.9.86
|
| 125 |
+
- nvidia-cuda-nvrtc-cu12==12.1.105
|
| 126 |
+
- nvidia-cuda-runtime-cu12==12.1.105
|
| 127 |
+
- nvidia-cudnn-cu12==8.9.2.26
|
| 128 |
+
- nvidia-cufft-cu12==11.0.2.54
|
| 129 |
+
- nvidia-curand-cu12==10.3.2.106
|
| 130 |
+
- nvidia-cusolver-cu12==11.4.5.107
|
| 131 |
+
- nvidia-cusparse-cu12==12.1.0.106
|
| 132 |
+
- nvidia-nccl-cu12==2.20.5
|
| 133 |
+
- nvidia-nvjitlink-cu12==12.9.86
|
| 134 |
+
- nvidia-nvtx-cu12==12.1.105
|
| 135 |
+
- omegaconf==2.3.0
|
| 136 |
+
- opencv-python==4.10.0.84
|
| 137 |
+
- opt-einsum==3.4.0
|
| 138 |
+
- optax==0.2.2
|
| 139 |
+
- optree==0.16.0
|
| 140 |
+
- orbax-checkpoint==0.11.5
|
| 141 |
+
- packaging==25.0
|
| 142 |
+
- pandas==2.2.2
|
| 143 |
+
- parso==0.8.4
|
| 144 |
+
- pexpect==4.9.0
|
| 145 |
+
- pillow==11.2.1
|
| 146 |
+
- platformdirs==4.3.8
|
| 147 |
+
- plotly==5.22.0
|
| 148 |
+
- proglog==0.1.12
|
| 149 |
+
- prompt-toolkit==3.0.51
|
| 150 |
+
- protobuf==4.25.8
|
| 151 |
+
- psutil==7.0.0
|
| 152 |
+
- ptyprocess==0.7.0
|
| 153 |
+
- pure-eval==0.2.3
|
| 154 |
+
- pygments==2.19.2
|
| 155 |
+
- pyopengl==3.1.9
|
| 156 |
+
- pyparsing==3.2.3
|
| 157 |
+
- pyquaternion==0.9.9
|
| 158 |
+
- python-dateutil==2.9.0.post0
|
| 159 |
+
- pytinyrenderer==0.0.14
|
| 160 |
+
- pytz==2025.2
|
| 161 |
+
- pyyaml==6.0.2
|
| 162 |
+
- pyzmq==26.0.3
|
| 163 |
+
- requests==2.32.4
|
| 164 |
+
- rich==13.7.1
|
| 165 |
+
- ruamel-yaml==0.18.6
|
| 166 |
+
- ruamel-yaml-clib==0.2.12
|
| 167 |
+
- scipy==1.16.0
|
| 168 |
+
- seaborn==0.13.2
|
| 169 |
+
- sentry-sdk==2.32.0
|
| 170 |
+
- setproctitle==1.3.6
|
| 171 |
+
- simplejson==3.20.1
|
| 172 |
+
- six==1.17.0
|
| 173 |
+
- smmap==5.0.2
|
| 174 |
+
- stable-baselines3==2.3.2
|
| 175 |
+
- stack-data==0.6.3
|
| 176 |
+
- submitit==1.5.3
|
| 177 |
+
- sympy==1.14.0
|
| 178 |
+
- tabulate==0.9.0
|
| 179 |
+
- tdmpc2==0.0
|
| 180 |
+
- tenacity==9.1.2
|
| 181 |
+
- tensorboard==2.16.2
|
| 182 |
+
- tensorboard-data-server==0.7.2
|
| 183 |
+
- tensorboardx==2.6.4
|
| 184 |
+
- tensordict==0.4.0
|
| 185 |
+
- tensorflow==2.16.2
|
| 186 |
+
- tensorflow-io-gcs-filesystem==0.37.1
|
| 187 |
+
- tensorflow-probability==0.24.0
|
| 188 |
+
- tensorstore==0.1.74
|
| 189 |
+
- termcolor==2.4.0
|
| 190 |
+
- tf-keras==2.16.0
|
| 191 |
+
- toolz==1.0.0
|
| 192 |
+
- torch==2.3.1
|
| 193 |
+
- torchaudio==2.3.1
|
| 194 |
+
- torchrl==0.4.0
|
| 195 |
+
- torchvision==0.18.1
|
| 196 |
+
- tqdm==4.66.4
|
| 197 |
+
- traitlets==5.14.3
|
| 198 |
+
- treescope==0.1.9
|
| 199 |
+
- trimesh==4.6.13
|
| 200 |
+
- triton==2.3.1
|
| 201 |
+
- typing-extensions==4.14.0
|
| 202 |
+
- tzdata==2025.2
|
| 203 |
+
- urllib3==2.5.0
|
| 204 |
+
- wandb==0.17.3
|
| 205 |
+
- wcwidth==0.2.13
|
| 206 |
+
- werkzeug==3.1.3
|
| 207 |
+
- wrapt==1.17.2
|
| 208 |
+
- zipp==3.23.0
|
| 209 |
+
prefix: /ceph/home/songchun01/miniconda3/envs/human
|
humanoid_h1hand-balance_simple-v0/0/4o_balance_s/wandb/offline-run-20250705_111034-s5tgybef/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,640 @@
|
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|
|
| 1 |
+
{
|
| 2 |
+
"os": "Linux-4.18.0-372.9.1.el8.x86_64-x86_64-with-glibc2.28",
|
| 3 |
+
"python": "3.11.13",
|
| 4 |
+
"heartbeatAt": "2025-07-05T03:10:34.196544",
|
| 5 |
+
"startedAt": "2025-07-05T03:10:34.002109",
|
| 6 |
+
"docker": null,
|
| 7 |
+
"cuda": null,
|
| 8 |
+
"args": [
|
| 9 |
+
"task=humanoid_h1hand-balance_simple-v0",
|
| 10 |
+
"use_moe=true",
|
| 11 |
+
"n_experts=4",
|
| 12 |
+
"exp_name=4o_balance_s"
|
| 13 |
+
],
|
| 14 |
+
"state": "running",
|
| 15 |
+
"program": "-m tdmpc2.train",
|
| 16 |
+
"codePathLocal": null,
|
| 17 |
+
"git": {
|
| 18 |
+
"remote": "https://github.com/SC-Levi/humanoid-bench.git",
|
| 19 |
+
"commit": "624b5792edcb36facd63a6f4c5eb2d23b7245218"
|
| 20 |
+
},
|
| 21 |
+
"email": "sc_levi@163.com",
|
| 22 |
+
"root": "/ceph/home/songchun01/xiaoyuan/humanoid-bench",
|
| 23 |
+
"host": "node001",
|
| 24 |
+
"username": "songchun01",
|
| 25 |
+
"executable": "/ceph/home/songchun01/miniconda3/envs/human/bin/python",
|
| 26 |
+
"cpu_count": 56,
|
| 27 |
+
"cpu_count_logical": 112,
|
| 28 |
+
"cpu_freq": {
|
| 29 |
+
"current": 3487.4634553571427,
|
| 30 |
+
"min": 800.0,
|
| 31 |
+
"max": 3500.0
|
| 32 |
+
},
|
| 33 |
+
"cpu_freq_per_core": [
|
| 34 |
+
{
|
| 35 |
+
"current": 3500.0,
|
| 36 |
+
"min": 800.0,
|
| 37 |
+
"max": 3500.0
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"current": 3500.0,
|
| 41 |
+
"min": 800.0,
|
| 42 |
+
"max": 3500.0
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"current": 3500.0,
|
| 46 |
+
"min": 800.0,
|
| 47 |
+
"max": 3500.0
|
| 48 |
+
},
|
| 49 |
+
{
|
| 50 |
+
"current": 3500.0,
|
| 51 |
+
"min": 800.0,
|
| 52 |
+
"max": 3500.0
|
| 53 |
+
},
|
| 54 |
+
{
|
| 55 |
+
"current": 3500.0,
|
| 56 |
+
"min": 800.0,
|
| 57 |
+
"max": 3500.0
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"current": 3500.0,
|
| 61 |
+
"min": 800.0,
|
| 62 |
+
"max": 3500.0
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"current": 3500.0,
|
| 66 |
+
"min": 800.0,
|
| 67 |
+
"max": 3500.0
|
| 68 |
+
},
|
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humanoid_h1hand-balance_simple-v0/0/4o_balance_s/wandb/offline-run-20250705_111034-s5tgybef/logs/debug.log
ADDED
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| 1 |
+
2025-07-05 11:10:34,019 INFO MainThread:238663 [wandb_setup.py:_flush():76] Current SDK version is 0.17.3
|
| 2 |
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2025-07-05 11:10:34,020 INFO MainThread:238663 [wandb_setup.py:_flush():76] Configure stats pid to 238663
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| 3 |
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2025-07-05 11:10:34,020 INFO MainThread:238663 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-05 11:10:34,020 INFO MainThread:238663 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/outputs/2025-07-05/11-10-24/wandb/settings
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| 5 |
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2025-07-05 11:10:34,021 INFO MainThread:238663 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
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2025-07-05 11:10:34,021 INFO MainThread:238663 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
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2025-07-05 11:10:34,021 WARNING MainThread:238663 [wandb_setup.py:_flush():76] Could not find program at -m tdmpc2.train
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| 8 |
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2025-07-05 11:10:34,021 INFO MainThread:238663 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m tdmpc2.train'}
|
| 9 |
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2025-07-05 11:10:34,022 INFO MainThread:238663 [wandb_init.py:_log_setup():520] Logging user logs to /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-balance_simple-v0/0/4o_balance_s/wandb/offline-run-20250705_111034-s5tgybef/logs/debug.log
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| 10 |
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2025-07-05 11:10:34,022 INFO MainThread:238663 [wandb_init.py:_log_setup():521] Logging internal logs to /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-balance_simple-v0/0/4o_balance_s/wandb/offline-run-20250705_111034-s5tgybef/logs/debug-internal.log
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| 11 |
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2025-07-05 11:10:34,022 INFO MainThread:238663 [wandb_init.py:init():560] calling init triggers
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| 12 |
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2025-07-05 11:10:34,022 INFO MainThread:238663 [wandb_init.py:init():567] wandb.init called with sweep_config: {}
|
| 13 |
+
config: {'task': 'humanoid_h1hand-balance_simple-v0', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 5000000, '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_balance_s', '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': 5, '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': 'moore-tdmpc', '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': 0, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-balance_simple-v0/0/4o_balance_s'), 'task_title': 'Humanoid_H1Hand Balance_Simple V0', 'multitask': False, 'tasks': ['humanoid_h1hand-balance_simple-v0'], 'obs_shape': {'state': [164]}, 'action_dim': 61, 'episode_length': 1000, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 5000, 'bin_size': 0.2}
|
| 14 |
+
2025-07-05 11:10:34,023 INFO MainThread:238663 [wandb_init.py:init():610] starting backend
|
| 15 |
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2025-07-05 11:10:34,023 INFO MainThread:238663 [wandb_init.py:init():614] setting up manager
|
| 16 |
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2025-07-05 11:10:34,027 INFO MainThread:238663 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 17 |
+
2025-07-05 11:10:34,028 INFO MainThread:238663 [wandb_init.py:init():622] backend started and connected
|
| 18 |
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2025-07-05 11:10:34,035 INFO MainThread:238663 [wandb_init.py:init():711] updated telemetry
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| 19 |
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2025-07-05 11:10:34,056 INFO MainThread:238663 [wandb_init.py:init():744] communicating run to backend with 90.0 second timeout
|
| 20 |
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2025-07-05 11:10:34,061 INFO MainThread:238663 [wandb_init.py:init():795] starting run threads in backend
|
| 21 |
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2025-07-05 11:10:47,899 INFO MainThread:238663 [wandb_run.py:_console_start():2380] atexit reg
|
| 22 |
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2025-07-05 11:10:47,899 INFO MainThread:238663 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 23 |
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2025-07-05 11:10:47,899 INFO MainThread:238663 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 24 |
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2025-07-05 11:10:47,899 INFO MainThread:238663 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 25 |
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2025-07-05 11:10:47,901 INFO MainThread:238663 [wandb_init.py:init():838] run started, returning control to user process
|
humanoid_h1hand-balance_simple-v0/0/tdmpc_balance_s/eval.csv
ADDED
|
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|
| 1 |
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step,episode_reward
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| 2 |
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0.0,14.330438613891602
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1050034.0,50.23828887939453
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1100035.0,50.601844787597656
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1150047.0,49.4022102355957
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| 26 |
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1200001.0,48.99077606201172
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| 27 |
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1250009.0,47.45399856567383
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| 28 |
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1300044.0,45.946800231933594
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| 29 |
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1350021.0,47.395511627197266
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| 30 |
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| 31 |
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| 32 |
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1500047.0,48.24716567993164
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| 33 |
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1550029.0,51.59705352783203
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| 34 |
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1600055.0,49.31829071044922
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| 35 |
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1800044.0,46.924163818359375
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1850006.0,51.24653244018555
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| 40 |
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1900049.0,49.64216995239258
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| 41 |
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1950056.0,50.73645782470703
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| 42 |
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2000032.0,48.466209411621094
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| 43 |
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2050010.0,51.374671936035156
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| 44 |
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2100037.0,50.627349853515625
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| 45 |
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2150031.0,52.168418884277344
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| 46 |
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2200014.0,48.52495193481445
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| 47 |
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2250055.0,51.33137130737305
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| 48 |
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2300051.0,49.413639068603516
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| 49 |
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2350040.0,51.245079040527344
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| 50 |
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2400000.0,52.581207275390625
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| 51 |
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2450033.0,53.69560623168945
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| 52 |
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2500027.0,48.4350700378418
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| 53 |
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2550023.0,50.04187774658203
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| 54 |
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2600061.0,49.19611358642578
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| 55 |
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2650050.0,50.454200744628906
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| 56 |
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2700038.0,49.034263610839844
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| 57 |
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2750052.0,44.67285919189453
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| 58 |
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2800039.0,51.9484977722168
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| 59 |
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2850011.0,48.67380905151367
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2900050.0,51.44282913208008
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| 61 |
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2950047.0,50.00904083251953
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| 62 |
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3000048.0,46.933223724365234
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| 63 |
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3050016.0,49.48004913330078
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humanoid_h1hand-balance_simple-v0/0/tdmpc_balance_s/wandb/debug.log
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+
2025-07-05 11:10:34,036 INFO MainThread:238651 [wandb_setup.py:_flush():76] Current SDK version is 0.17.3
|
| 2 |
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2025-07-05 11:10:34,037 INFO MainThread:238651 [wandb_setup.py:_flush():76] Configure stats pid to 238651
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| 3 |
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2025-07-05 11:10:34,037 INFO MainThread:238651 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-05 11:10:34,037 INFO MainThread:238651 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/outputs/2025-07-05/11-10-24/wandb/settings
|
| 5 |
+
2025-07-05 11:10:34,038 INFO MainThread:238651 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
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| 6 |
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2025-07-05 11:10:34,038 INFO MainThread:238651 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-05 11:10:34,038 WARNING MainThread:238651 [wandb_setup.py:_flush():76] Could not find program at -m tdmpc2.train
|
| 8 |
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2025-07-05 11:10:34,038 INFO MainThread:238651 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m tdmpc2.train'}
|
| 9 |
+
2025-07-05 11:10:34,038 INFO MainThread:238651 [wandb_init.py:_log_setup():520] Logging user logs to /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-balance_simple-v0/0/tdmpc_balance_s/wandb/offline-run-20250705_111034-i2tf2wik/logs/debug.log
|
| 10 |
+
2025-07-05 11:10:34,039 INFO MainThread:238651 [wandb_init.py:_log_setup():521] Logging internal logs to /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-balance_simple-v0/0/tdmpc_balance_s/wandb/offline-run-20250705_111034-i2tf2wik/logs/debug-internal.log
|
| 11 |
+
2025-07-05 11:10:34,039 INFO MainThread:238651 [wandb_init.py:init():560] calling init triggers
|
| 12 |
+
2025-07-05 11:10:34,039 INFO MainThread:238651 [wandb_init.py:init():567] wandb.init called with sweep_config: {}
|
| 13 |
+
config: {'task': 'humanoid_h1hand-balance_simple-v0', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 5000000, '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': 'tdmpc_balance_s', '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': 5, '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': 'moore-tdmpc', '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': 0, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-balance_simple-v0/0/tdmpc_balance_s'), 'task_title': 'Humanoid_H1Hand Balance_Simple V0', 'multitask': False, 'tasks': ['humanoid_h1hand-balance_simple-v0'], 'obs_shape': {'state': [164]}, 'action_dim': 61, 'episode_length': 1000, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 5000, 'bin_size': 0.2}
|
| 14 |
+
2025-07-05 11:10:34,039 INFO MainThread:238651 [wandb_init.py:init():610] starting backend
|
| 15 |
+
2025-07-05 11:10:34,040 INFO MainThread:238651 [wandb_init.py:init():614] setting up manager
|
| 16 |
+
2025-07-05 11:10:34,044 INFO MainThread:238651 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 17 |
+
2025-07-05 11:10:34,045 INFO MainThread:238651 [wandb_init.py:init():622] backend started and connected
|
| 18 |
+
2025-07-05 11:10:34,059 INFO MainThread:238651 [wandb_init.py:init():711] updated telemetry
|
| 19 |
+
2025-07-05 11:10:34,067 INFO MainThread:238651 [wandb_init.py:init():744] communicating run to backend with 90.0 second timeout
|
| 20 |
+
2025-07-05 11:10:34,072 INFO MainThread:238651 [wandb_init.py:init():795] starting run threads in backend
|
| 21 |
+
2025-07-05 11:10:47,480 INFO MainThread:238651 [wandb_run.py:_console_start():2380] atexit reg
|
| 22 |
+
2025-07-05 11:10:47,480 INFO MainThread:238651 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 23 |
+
2025-07-05 11:10:47,481 INFO MainThread:238651 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 24 |
+
2025-07-05 11:10:47,481 INFO MainThread:238651 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 25 |
+
2025-07-05 11:10:47,483 INFO MainThread:238651 [wandb_init.py:init():838] run started, returning control to user process
|
humanoid_h1hand-balance_simple-v0/0/tdmpc_balance_s/wandb/offline-run-20250705_111034-i2tf2wik/files/conda-environment.yaml
ADDED
|
@@ -0,0 +1,209 @@
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|
|
| 1 |
+
name: human
|
| 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 |
+
- ld_impl_linux-64=2.43=h1423503_5
|
| 15 |
+
- libexpat=2.7.0=h5888daf_0
|
| 16 |
+
- libffi=3.4.6=h2dba641_1
|
| 17 |
+
- libgcc=15.1.0=h767d61c_3
|
| 18 |
+
- libgcc-ng=15.1.0=h69a702a_3
|
| 19 |
+
- libgomp=15.1.0=h767d61c_3
|
| 20 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 21 |
+
- libnsl=2.0.1=hb9d3cd8_1
|
| 22 |
+
- libsqlite=3.50.2=h6cd9bfd_0
|
| 23 |
+
- libuuid=2.38.1=h0b41bf4_0
|
| 24 |
+
- libxcrypt=4.4.36=hd590300_1
|
| 25 |
+
- libzlib=1.3.1=hb9d3cd8_2
|
| 26 |
+
- ncurses=6.5=h2d0b736_3
|
| 27 |
+
- openssl=3.5.0=h7b32b05_1
|
| 28 |
+
- pip=25.1.1=pyh8b19718_0
|
| 29 |
+
- python=3.11.13=h9e4cc4f_0_cpython
|
| 30 |
+
- readline=8.2=h8c095d6_2
|
| 31 |
+
- setuptools=80.9.0=pyhff2d567_0
|
| 32 |
+
- tk=8.6.13=noxft_hd72426e_102
|
| 33 |
+
- wheel=0.45.1=pyhd8ed1ab_1
|
| 34 |
+
- pip:
|
| 35 |
+
- absl-py==2.3.0
|
| 36 |
+
- antlr4-python3-runtime==4.9.3
|
| 37 |
+
- asttokens==3.0.0
|
| 38 |
+
- astunparse==1.6.3
|
| 39 |
+
- attrs==25.3.0
|
| 40 |
+
- blinker==1.9.0
|
| 41 |
+
- brax==0.9.4
|
| 42 |
+
- certifi==2025.6.15
|
| 43 |
+
- charset-normalizer==3.4.2
|
| 44 |
+
- chex==0.1.89
|
| 45 |
+
- click==8.2.1
|
| 46 |
+
- cloudpickle==3.0.0
|
| 47 |
+
- colored==2.2.4
|
| 48 |
+
- contextlib2==21.6.0
|
| 49 |
+
- contourpy==1.3.2
|
| 50 |
+
- cycler==0.12.1
|
| 51 |
+
- decorator==4.4.2
|
| 52 |
+
- distrax==0.1.5
|
| 53 |
+
- dm-control==1.0.20
|
| 54 |
+
- dm-env==1.6
|
| 55 |
+
- dm-sonnet==2.0.2
|
| 56 |
+
- dm-tree==0.1.9
|
| 57 |
+
- docker-pycreds==0.4.0
|
| 58 |
+
- embodied==0.0.0
|
| 59 |
+
- etils==1.12.2
|
| 60 |
+
- executing==2.2.0
|
| 61 |
+
- farama-notifications==0.0.4
|
| 62 |
+
- filelock==3.18.0
|
| 63 |
+
- flask==3.1.1
|
| 64 |
+
- flask-cors==6.0.1
|
| 65 |
+
- flatbuffers==25.2.10
|
| 66 |
+
- flax==0.8.5
|
| 67 |
+
- fonttools==4.58.4
|
| 68 |
+
- fsspec==2025.5.1
|
| 69 |
+
- gast==0.6.0
|
| 70 |
+
- gitdb==4.0.12
|
| 71 |
+
- gitpython==3.1.44
|
| 72 |
+
- glfw==2.9.0
|
| 73 |
+
- google-pasta==0.2.0
|
| 74 |
+
- grpcio==1.73.1
|
| 75 |
+
- gym==0.26.2
|
| 76 |
+
- gym-notices==0.0.8
|
| 77 |
+
- gymnasium==0.29.1
|
| 78 |
+
- gymnax==0.0.8
|
| 79 |
+
- h5py==3.14.0
|
| 80 |
+
- humanize==4.12.3
|
| 81 |
+
- humanoid-bench==0.2
|
| 82 |
+
- hydra-core==1.3.2
|
| 83 |
+
- hydra-submitit-launcher==1.2.0
|
| 84 |
+
- idna==3.10
|
| 85 |
+
- imageio==2.34.2
|
| 86 |
+
- imageio-ffmpeg==0.6.0
|
| 87 |
+
- importlib-resources==6.5.2
|
| 88 |
+
- ipdb==0.13.13
|
| 89 |
+
- ipython==9.3.0
|
| 90 |
+
- ipython-pygments-lexers==1.1.1
|
| 91 |
+
- itsdangerous==2.2.0
|
| 92 |
+
- jax==0.6.2
|
| 93 |
+
- jax-cuda12-pjrt==0.4.28
|
| 94 |
+
- jaxlib==0.6.2
|
| 95 |
+
- jaxopt==0.8.5
|
| 96 |
+
- jaxrl-m==0.1.0
|
| 97 |
+
- jedi==0.19.2
|
| 98 |
+
- jinja2==3.1.6
|
| 99 |
+
- keras==3.10.0
|
| 100 |
+
- kiwisolver==1.4.8
|
| 101 |
+
- labmaze==1.0.6
|
| 102 |
+
- libclang==18.1.1
|
| 103 |
+
- lxml==6.0.0
|
| 104 |
+
- markdown==3.8.2
|
| 105 |
+
- markdown-it-py==3.0.0
|
| 106 |
+
- markupsafe==3.0.2
|
| 107 |
+
- matplotlib==3.9.0
|
| 108 |
+
- matplotlib-inline==0.1.7
|
| 109 |
+
- mdurl==0.1.2
|
| 110 |
+
- ml-collections==0.1.1
|
| 111 |
+
- ml-dtypes==0.5.1
|
| 112 |
+
- moviepy==1.0.3
|
| 113 |
+
- mpmath==1.3.0
|
| 114 |
+
- msgpack==1.0.8
|
| 115 |
+
- mujoco==3.1.6
|
| 116 |
+
- mujoco-mjx==3.1.6
|
| 117 |
+
- namex==0.1.0
|
| 118 |
+
- natsort==8.4.0
|
| 119 |
+
- nest-asyncio==1.6.0
|
| 120 |
+
- networkx==3.5
|
| 121 |
+
- numpy==1.26.4
|
| 122 |
+
- nvidia-cublas-cu12==12.1.3.1
|
| 123 |
+
- nvidia-cuda-cupti-cu12==12.1.105
|
| 124 |
+
- nvidia-cuda-nvcc-cu12==12.9.86
|
| 125 |
+
- nvidia-cuda-nvrtc-cu12==12.1.105
|
| 126 |
+
- nvidia-cuda-runtime-cu12==12.1.105
|
| 127 |
+
- nvidia-cudnn-cu12==8.9.2.26
|
| 128 |
+
- nvidia-cufft-cu12==11.0.2.54
|
| 129 |
+
- nvidia-curand-cu12==10.3.2.106
|
| 130 |
+
- nvidia-cusolver-cu12==11.4.5.107
|
| 131 |
+
- nvidia-cusparse-cu12==12.1.0.106
|
| 132 |
+
- nvidia-nccl-cu12==2.20.5
|
| 133 |
+
- nvidia-nvjitlink-cu12==12.9.86
|
| 134 |
+
- nvidia-nvtx-cu12==12.1.105
|
| 135 |
+
- omegaconf==2.3.0
|
| 136 |
+
- opencv-python==4.10.0.84
|
| 137 |
+
- opt-einsum==3.4.0
|
| 138 |
+
- optax==0.2.2
|
| 139 |
+
- optree==0.16.0
|
| 140 |
+
- orbax-checkpoint==0.11.5
|
| 141 |
+
- packaging==25.0
|
| 142 |
+
- pandas==2.2.2
|
| 143 |
+
- parso==0.8.4
|
| 144 |
+
- pexpect==4.9.0
|
| 145 |
+
- pillow==11.2.1
|
| 146 |
+
- platformdirs==4.3.8
|
| 147 |
+
- plotly==5.22.0
|
| 148 |
+
- proglog==0.1.12
|
| 149 |
+
- prompt-toolkit==3.0.51
|
| 150 |
+
- protobuf==4.25.8
|
| 151 |
+
- psutil==7.0.0
|
| 152 |
+
- ptyprocess==0.7.0
|
| 153 |
+
- pure-eval==0.2.3
|
| 154 |
+
- pygments==2.19.2
|
| 155 |
+
- pyopengl==3.1.9
|
| 156 |
+
- pyparsing==3.2.3
|
| 157 |
+
- pyquaternion==0.9.9
|
| 158 |
+
- python-dateutil==2.9.0.post0
|
| 159 |
+
- pytinyrenderer==0.0.14
|
| 160 |
+
- pytz==2025.2
|
| 161 |
+
- pyyaml==6.0.2
|
| 162 |
+
- pyzmq==26.0.3
|
| 163 |
+
- requests==2.32.4
|
| 164 |
+
- rich==13.7.1
|
| 165 |
+
- ruamel-yaml==0.18.6
|
| 166 |
+
- ruamel-yaml-clib==0.2.12
|
| 167 |
+
- scipy==1.16.0
|
| 168 |
+
- seaborn==0.13.2
|
| 169 |
+
- sentry-sdk==2.32.0
|
| 170 |
+
- setproctitle==1.3.6
|
| 171 |
+
- simplejson==3.20.1
|
| 172 |
+
- six==1.17.0
|
| 173 |
+
- smmap==5.0.2
|
| 174 |
+
- stable-baselines3==2.3.2
|
| 175 |
+
- stack-data==0.6.3
|
| 176 |
+
- submitit==1.5.3
|
| 177 |
+
- sympy==1.14.0
|
| 178 |
+
- tabulate==0.9.0
|
| 179 |
+
- tdmpc2==0.0
|
| 180 |
+
- tenacity==9.1.2
|
| 181 |
+
- tensorboard==2.16.2
|
| 182 |
+
- tensorboard-data-server==0.7.2
|
| 183 |
+
- tensorboardx==2.6.4
|
| 184 |
+
- tensordict==0.4.0
|
| 185 |
+
- tensorflow==2.16.2
|
| 186 |
+
- tensorflow-io-gcs-filesystem==0.37.1
|
| 187 |
+
- tensorflow-probability==0.24.0
|
| 188 |
+
- tensorstore==0.1.74
|
| 189 |
+
- termcolor==2.4.0
|
| 190 |
+
- tf-keras==2.16.0
|
| 191 |
+
- toolz==1.0.0
|
| 192 |
+
- torch==2.3.1
|
| 193 |
+
- torchaudio==2.3.1
|
| 194 |
+
- torchrl==0.4.0
|
| 195 |
+
- torchvision==0.18.1
|
| 196 |
+
- tqdm==4.66.4
|
| 197 |
+
- traitlets==5.14.3
|
| 198 |
+
- treescope==0.1.9
|
| 199 |
+
- trimesh==4.6.13
|
| 200 |
+
- triton==2.3.1
|
| 201 |
+
- typing-extensions==4.14.0
|
| 202 |
+
- tzdata==2025.2
|
| 203 |
+
- urllib3==2.5.0
|
| 204 |
+
- wandb==0.17.3
|
| 205 |
+
- wcwidth==0.2.13
|
| 206 |
+
- werkzeug==3.1.3
|
| 207 |
+
- wrapt==1.17.2
|
| 208 |
+
- zipp==3.23.0
|
| 209 |
+
prefix: /ceph/home/songchun01/miniconda3/envs/human
|
humanoid_h1hand-balance_simple-v0/0/tdmpc_balance_s/wandb/offline-run-20250705_111034-i2tf2wik/files/wandb-metadata.json
ADDED
|
@@ -0,0 +1,639 @@
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|
| 1 |
+
{
|
| 2 |
+
"os": "Linux-4.18.0-372.9.1.el8.x86_64-x86_64-with-glibc2.28",
|
| 3 |
+
"python": "3.11.13",
|
| 4 |
+
"heartbeatAt": "2025-07-05T03:10:34.235257",
|
| 5 |
+
"startedAt": "2025-07-05T03:10:34.023755",
|
| 6 |
+
"docker": null,
|
| 7 |
+
"cuda": null,
|
| 8 |
+
"args": [
|
| 9 |
+
"task=humanoid_h1hand-balance_simple-v0",
|
| 10 |
+
"use_moe=false",
|
| 11 |
+
"exp_name=tdmpc_balance_s"
|
| 12 |
+
],
|
| 13 |
+
"state": "running",
|
| 14 |
+
"program": "-m tdmpc2.train",
|
| 15 |
+
"codePathLocal": null,
|
| 16 |
+
"git": {
|
| 17 |
+
"remote": "https://github.com/SC-Levi/humanoid-bench.git",
|
| 18 |
+
"commit": "624b5792edcb36facd63a6f4c5eb2d23b7245218"
|
| 19 |
+
},
|
| 20 |
+
"email": "sc_levi@163.com",
|
| 21 |
+
"root": "/ceph/home/songchun01/xiaoyuan/humanoid-bench",
|
| 22 |
+
"host": "node001",
|
| 23 |
+
"username": "songchun01",
|
| 24 |
+
"executable": "/ceph/home/songchun01/miniconda3/envs/human/bin/python",
|
| 25 |
+
"cpu_count": 56,
|
| 26 |
+
"cpu_count_logical": 112,
|
| 27 |
+
"cpu_freq": {
|
| 28 |
+
"current": 3483.8827946428573,
|
| 29 |
+
"min": 800.0,
|
| 30 |
+
"max": 3500.0
|
| 31 |
+
},
|
| 32 |
+
"cpu_freq_per_core": [
|
| 33 |
+
{
|
| 34 |
+
"current": 3500.0,
|
| 35 |
+
"min": 800.0,
|
| 36 |
+
"max": 3500.0
|
| 37 |
+
},
|
| 38 |
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{
|
| 39 |
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"current": 3500.0,
|
| 40 |
+
"min": 800.0,
|
| 41 |
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"max": 3500.0
|
| 42 |
+
},
|
| 43 |
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{
|
| 44 |
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"current": 3500.0,
|
| 45 |
+
"min": 800.0,
|
| 46 |
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"max": 3500.0
|
| 47 |
+
},
|
| 48 |
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{
|
| 49 |
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"current": 3500.0,
|
| 50 |
+
"min": 800.0,
|
| 51 |
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"max": 3500.0
|
| 52 |
+
},
|
| 53 |
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{
|
| 54 |
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"current": 3500.0,
|
| 55 |
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"min": 800.0,
|
| 56 |
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"max": 3500.0
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
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"current": 3500.0,
|
| 60 |
+
"min": 800.0,
|
| 61 |
+
"max": 3500.0
|
| 62 |
+
},
|
| 63 |
+
{
|
| 64 |
+
"current": 3399.996,
|
| 65 |
+
"min": 800.0,
|
| 66 |
+
"max": 3500.0
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"current": 3399.996,
|
| 70 |
+
"min": 800.0,
|
| 71 |
+
"max": 3500.0
|
| 72 |
+
},
|
| 73 |
+
{
|
| 74 |
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"current": 3500.0,
|
| 75 |
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"min": 800.0,
|
| 76 |
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"max": 3500.0
|
| 77 |
+
},
|
| 78 |
+
{
|
| 79 |
+
"current": 3500.0,
|
| 80 |
+
"min": 800.0,
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humanoid_h1hand-balance_simple-v0/0/tdmpc_balance_s/wandb/offline-run-20250705_111034-i2tf2wik/logs/debug.log
ADDED
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| 1 |
+
2025-07-05 11:10:34,036 INFO MainThread:238651 [wandb_setup.py:_flush():76] Current SDK version is 0.17.3
|
| 2 |
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2025-07-05 11:10:34,037 INFO MainThread:238651 [wandb_setup.py:_flush():76] Configure stats pid to 238651
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| 3 |
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2025-07-05 11:10:34,037 INFO MainThread:238651 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-05 11:10:34,037 INFO MainThread:238651 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/outputs/2025-07-05/11-10-24/wandb/settings
|
| 5 |
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2025-07-05 11:10:34,038 INFO MainThread:238651 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
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2025-07-05 11:10:34,038 INFO MainThread:238651 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
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2025-07-05 11:10:34,038 WARNING MainThread:238651 [wandb_setup.py:_flush():76] Could not find program at -m tdmpc2.train
|
| 8 |
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2025-07-05 11:10:34,038 INFO MainThread:238651 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m tdmpc2.train'}
|
| 9 |
+
2025-07-05 11:10:34,038 INFO MainThread:238651 [wandb_init.py:_log_setup():520] Logging user logs to /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-balance_simple-v0/0/tdmpc_balance_s/wandb/offline-run-20250705_111034-i2tf2wik/logs/debug.log
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| 10 |
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2025-07-05 11:10:34,039 INFO MainThread:238651 [wandb_init.py:_log_setup():521] Logging internal logs to /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-balance_simple-v0/0/tdmpc_balance_s/wandb/offline-run-20250705_111034-i2tf2wik/logs/debug-internal.log
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| 11 |
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2025-07-05 11:10:34,039 INFO MainThread:238651 [wandb_init.py:init():560] calling init triggers
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| 12 |
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2025-07-05 11:10:34,039 INFO MainThread:238651 [wandb_init.py:init():567] wandb.init called with sweep_config: {}
|
| 13 |
+
config: {'task': 'humanoid_h1hand-balance_simple-v0', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 5000000, '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': 'tdmpc_balance_s', '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': 5, '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': 'moore-tdmpc', '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': 0, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-balance_simple-v0/0/tdmpc_balance_s'), 'task_title': 'Humanoid_H1Hand Balance_Simple V0', 'multitask': False, 'tasks': ['humanoid_h1hand-balance_simple-v0'], 'obs_shape': {'state': [164]}, 'action_dim': 61, 'episode_length': 1000, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 5000, 'bin_size': 0.2}
|
| 14 |
+
2025-07-05 11:10:34,039 INFO MainThread:238651 [wandb_init.py:init():610] starting backend
|
| 15 |
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2025-07-05 11:10:34,040 INFO MainThread:238651 [wandb_init.py:init():614] setting up manager
|
| 16 |
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2025-07-05 11:10:34,044 INFO MainThread:238651 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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| 17 |
+
2025-07-05 11:10:34,045 INFO MainThread:238651 [wandb_init.py:init():622] backend started and connected
|
| 18 |
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2025-07-05 11:10:34,059 INFO MainThread:238651 [wandb_init.py:init():711] updated telemetry
|
| 19 |
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2025-07-05 11:10:34,067 INFO MainThread:238651 [wandb_init.py:init():744] communicating run to backend with 90.0 second timeout
|
| 20 |
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2025-07-05 11:10:34,072 INFO MainThread:238651 [wandb_init.py:init():795] starting run threads in backend
|
| 21 |
+
2025-07-05 11:10:47,480 INFO MainThread:238651 [wandb_run.py:_console_start():2380] atexit reg
|
| 22 |
+
2025-07-05 11:10:47,480 INFO MainThread:238651 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 23 |
+
2025-07-05 11:10:47,481 INFO MainThread:238651 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 24 |
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2025-07-05 11:10:47,481 INFO MainThread:238651 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 25 |
+
2025-07-05 11:10:47,483 INFO MainThread:238651 [wandb_init.py:init():838] run started, returning control to user process
|
humanoid_h1hand-crawl-v0/0/4o_crawl/eval.csv
ADDED
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step,episode_reward
|
| 2 |
+
0.0,364.88983154296875
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| 3 |
+
50000.0,268.36297607421875
|
| 4 |
+
100000.0,255.1162567138672
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| 5 |
+
150000.0,359.70343017578125
|
| 6 |
+
200000.0,397.4624328613281
|
| 7 |
+
250000.0,536.5172729492188
|
| 8 |
+
300000.0,568.3699951171875
|
| 9 |
+
350000.0,576.6881713867188
|
| 10 |
+
400000.0,644.2552490234375
|
| 11 |
+
450000.0,684.8230590820312
|
| 12 |
+
500000.0,760.6857299804688
|
| 13 |
+
550000.0,648.4998779296875
|
| 14 |
+
600000.0,842.8259887695312
|
| 15 |
+
650000.0,637.3815307617188
|
| 16 |
+
700000.0,839.8585815429688
|
humanoid_h1hand-crawl-v0/0/4o_crawl/wandb/debug-internal.log
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humanoid_h1hand-crawl-v0/0/4o_crawl/wandb/debug.log
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2025-07-05 11:10:34,016 INFO MainThread:238658 [wandb_setup.py:_flush():76] Current SDK version is 0.17.3
|
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2025-07-05 11:10:34,018 INFO MainThread:238658 [wandb_setup.py:_flush():76] Configure stats pid to 238658
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| 3 |
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2025-07-05 11:10:34,018 INFO MainThread:238658 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
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+
2025-07-05 11:10:34,018 INFO MainThread:238658 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/outputs/2025-07-05/11-10-24/wandb/settings
|
| 5 |
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2025-07-05 11:10:34,018 INFO MainThread:238658 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-05 11:10:34,018 INFO MainThread:238658 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-05 11:10:34,019 WARNING MainThread:238658 [wandb_setup.py:_flush():76] Could not find program at -m tdmpc2.train
|
| 8 |
+
2025-07-05 11:10:34,019 INFO MainThread:238658 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m tdmpc2.train'}
|
| 9 |
+
2025-07-05 11:10:34,019 INFO MainThread:238658 [wandb_init.py:_log_setup():520] Logging user logs to /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-crawl-v0/0/4o_crawl/wandb/offline-run-20250705_111033-toavd0as/logs/debug.log
|
| 10 |
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2025-07-05 11:10:34,020 INFO MainThread:238658 [wandb_init.py:_log_setup():521] Logging internal logs to /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-crawl-v0/0/4o_crawl/wandb/offline-run-20250705_111033-toavd0as/logs/debug-internal.log
|
| 11 |
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2025-07-05 11:10:34,020 INFO MainThread:238658 [wandb_init.py:init():560] calling init triggers
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| 12 |
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2025-07-05 11:10:34,020 INFO MainThread:238658 [wandb_init.py:init():567] wandb.init called with sweep_config: {}
|
| 13 |
+
config: {'task': 'humanoid_h1hand-crawl-v0', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 5000000, '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_crawl', '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': 5, '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': 'moore-tdmpc', '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': 0, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-crawl-v0/0/4o_crawl'), 'task_title': 'Humanoid_H1Hand Crawl V0', 'multitask': False, 'tasks': ['humanoid_h1hand-crawl-v0'], 'obs_shape': {'state': [151]}, 'action_dim': 61, 'episode_length': 1000, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 5000, 'bin_size': 0.2}
|
| 14 |
+
2025-07-05 11:10:34,020 INFO MainThread:238658 [wandb_init.py:init():610] starting backend
|
| 15 |
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2025-07-05 11:10:34,020 INFO MainThread:238658 [wandb_init.py:init():614] setting up manager
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| 16 |
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2025-07-05 11:10:34,025 INFO MainThread:238658 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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| 17 |
+
2025-07-05 11:10:34,027 INFO MainThread:238658 [wandb_init.py:init():622] backend started and connected
|
| 18 |
+
2025-07-05 11:10:34,033 INFO MainThread:238658 [wandb_init.py:init():711] updated telemetry
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| 19 |
+
2025-07-05 11:10:34,056 INFO MainThread:238658 [wandb_init.py:init():744] communicating run to backend with 90.0 second timeout
|
| 20 |
+
2025-07-05 11:10:34,061 INFO MainThread:238658 [wandb_init.py:init():795] starting run threads in backend
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| 21 |
+
2025-07-05 11:10:48,490 INFO MainThread:238658 [wandb_run.py:_console_start():2380] atexit reg
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| 22 |
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2025-07-05 11:10:48,491 INFO MainThread:238658 [wandb_run.py:_redirect():2235] redirect: wrap_raw
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| 23 |
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2025-07-05 11:10:48,491 INFO MainThread:238658 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 24 |
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2025-07-05 11:10:48,491 INFO MainThread:238658 [wandb_run.py:_redirect():2325] Redirects installed.
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| 25 |
+
2025-07-05 11:10:48,494 INFO MainThread:238658 [wandb_init.py:init():838] run started, returning control to user process
|
humanoid_h1hand-crawl-v0/0/4o_crawl/wandb/offline-run-20250705_111033-toavd0as/files/conda-environment.yaml
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
name: human
|
| 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 |
+
- ld_impl_linux-64=2.43=h1423503_5
|
| 15 |
+
- libexpat=2.7.0=h5888daf_0
|
| 16 |
+
- libffi=3.4.6=h2dba641_1
|
| 17 |
+
- libgcc=15.1.0=h767d61c_3
|
| 18 |
+
- libgcc-ng=15.1.0=h69a702a_3
|
| 19 |
+
- libgomp=15.1.0=h767d61c_3
|
| 20 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 21 |
+
- libnsl=2.0.1=hb9d3cd8_1
|
| 22 |
+
- libsqlite=3.50.2=h6cd9bfd_0
|
| 23 |
+
- libuuid=2.38.1=h0b41bf4_0
|
| 24 |
+
- libxcrypt=4.4.36=hd590300_1
|
| 25 |
+
- libzlib=1.3.1=hb9d3cd8_2
|
| 26 |
+
- ncurses=6.5=h2d0b736_3
|
| 27 |
+
- openssl=3.5.0=h7b32b05_1
|
| 28 |
+
- pip=25.1.1=pyh8b19718_0
|
| 29 |
+
- python=3.11.13=h9e4cc4f_0_cpython
|
| 30 |
+
- readline=8.2=h8c095d6_2
|
| 31 |
+
- setuptools=80.9.0=pyhff2d567_0
|
| 32 |
+
- tk=8.6.13=noxft_hd72426e_102
|
| 33 |
+
- wheel=0.45.1=pyhd8ed1ab_1
|
| 34 |
+
- pip:
|
| 35 |
+
- absl-py==2.3.0
|
| 36 |
+
- antlr4-python3-runtime==4.9.3
|
| 37 |
+
- asttokens==3.0.0
|
| 38 |
+
- astunparse==1.6.3
|
| 39 |
+
- attrs==25.3.0
|
| 40 |
+
- blinker==1.9.0
|
| 41 |
+
- brax==0.9.4
|
| 42 |
+
- certifi==2025.6.15
|
| 43 |
+
- charset-normalizer==3.4.2
|
| 44 |
+
- chex==0.1.89
|
| 45 |
+
- click==8.2.1
|
| 46 |
+
- cloudpickle==3.0.0
|
| 47 |
+
- colored==2.2.4
|
| 48 |
+
- contextlib2==21.6.0
|
| 49 |
+
- contourpy==1.3.2
|
| 50 |
+
- cycler==0.12.1
|
| 51 |
+
- decorator==4.4.2
|
| 52 |
+
- distrax==0.1.5
|
| 53 |
+
- dm-control==1.0.20
|
| 54 |
+
- dm-env==1.6
|
| 55 |
+
- dm-sonnet==2.0.2
|
| 56 |
+
- dm-tree==0.1.9
|
| 57 |
+
- docker-pycreds==0.4.0
|
| 58 |
+
- embodied==0.0.0
|
| 59 |
+
- etils==1.12.2
|
| 60 |
+
- executing==2.2.0
|
| 61 |
+
- farama-notifications==0.0.4
|
| 62 |
+
- filelock==3.18.0
|
| 63 |
+
- flask==3.1.1
|
| 64 |
+
- flask-cors==6.0.1
|
| 65 |
+
- flatbuffers==25.2.10
|
| 66 |
+
- flax==0.8.5
|
| 67 |
+
- fonttools==4.58.4
|
| 68 |
+
- fsspec==2025.5.1
|
| 69 |
+
- gast==0.6.0
|
| 70 |
+
- gitdb==4.0.12
|
| 71 |
+
- gitpython==3.1.44
|
| 72 |
+
- glfw==2.9.0
|
| 73 |
+
- google-pasta==0.2.0
|
| 74 |
+
- grpcio==1.73.1
|
| 75 |
+
- gym==0.26.2
|
| 76 |
+
- gym-notices==0.0.8
|
| 77 |
+
- gymnasium==0.29.1
|
| 78 |
+
- gymnax==0.0.8
|
| 79 |
+
- h5py==3.14.0
|
| 80 |
+
- humanize==4.12.3
|
| 81 |
+
- humanoid-bench==0.2
|
| 82 |
+
- hydra-core==1.3.2
|
| 83 |
+
- hydra-submitit-launcher==1.2.0
|
| 84 |
+
- idna==3.10
|
| 85 |
+
- imageio==2.34.2
|
| 86 |
+
- imageio-ffmpeg==0.6.0
|
| 87 |
+
- importlib-resources==6.5.2
|
| 88 |
+
- ipdb==0.13.13
|
| 89 |
+
- ipython==9.3.0
|
| 90 |
+
- ipython-pygments-lexers==1.1.1
|
| 91 |
+
- itsdangerous==2.2.0
|
| 92 |
+
- jax==0.6.2
|
| 93 |
+
- jax-cuda12-pjrt==0.4.28
|
| 94 |
+
- jaxlib==0.6.2
|
| 95 |
+
- jaxopt==0.8.5
|
| 96 |
+
- jaxrl-m==0.1.0
|
| 97 |
+
- jedi==0.19.2
|
| 98 |
+
- jinja2==3.1.6
|
| 99 |
+
- keras==3.10.0
|
| 100 |
+
- kiwisolver==1.4.8
|
| 101 |
+
- labmaze==1.0.6
|
| 102 |
+
- libclang==18.1.1
|
| 103 |
+
- lxml==6.0.0
|
| 104 |
+
- markdown==3.8.2
|
| 105 |
+
- markdown-it-py==3.0.0
|
| 106 |
+
- markupsafe==3.0.2
|
| 107 |
+
- matplotlib==3.9.0
|
| 108 |
+
- matplotlib-inline==0.1.7
|
| 109 |
+
- mdurl==0.1.2
|
| 110 |
+
- ml-collections==0.1.1
|
| 111 |
+
- ml-dtypes==0.5.1
|
| 112 |
+
- moviepy==1.0.3
|
| 113 |
+
- mpmath==1.3.0
|
| 114 |
+
- msgpack==1.0.8
|
| 115 |
+
- mujoco==3.1.6
|
| 116 |
+
- mujoco-mjx==3.1.6
|
| 117 |
+
- namex==0.1.0
|
| 118 |
+
- natsort==8.4.0
|
| 119 |
+
- nest-asyncio==1.6.0
|
| 120 |
+
- networkx==3.5
|
| 121 |
+
- numpy==1.26.4
|
| 122 |
+
- nvidia-cublas-cu12==12.1.3.1
|
| 123 |
+
- nvidia-cuda-cupti-cu12==12.1.105
|
| 124 |
+
- nvidia-cuda-nvcc-cu12==12.9.86
|
| 125 |
+
- nvidia-cuda-nvrtc-cu12==12.1.105
|
| 126 |
+
- nvidia-cuda-runtime-cu12==12.1.105
|
| 127 |
+
- nvidia-cudnn-cu12==8.9.2.26
|
| 128 |
+
- nvidia-cufft-cu12==11.0.2.54
|
| 129 |
+
- nvidia-curand-cu12==10.3.2.106
|
| 130 |
+
- nvidia-cusolver-cu12==11.4.5.107
|
| 131 |
+
- nvidia-cusparse-cu12==12.1.0.106
|
| 132 |
+
- nvidia-nccl-cu12==2.20.5
|
| 133 |
+
- nvidia-nvjitlink-cu12==12.9.86
|
| 134 |
+
- nvidia-nvtx-cu12==12.1.105
|
| 135 |
+
- omegaconf==2.3.0
|
| 136 |
+
- opencv-python==4.10.0.84
|
| 137 |
+
- opt-einsum==3.4.0
|
| 138 |
+
- optax==0.2.2
|
| 139 |
+
- optree==0.16.0
|
| 140 |
+
- orbax-checkpoint==0.11.5
|
| 141 |
+
- packaging==25.0
|
| 142 |
+
- pandas==2.2.2
|
| 143 |
+
- parso==0.8.4
|
| 144 |
+
- pexpect==4.9.0
|
| 145 |
+
- pillow==11.2.1
|
| 146 |
+
- platformdirs==4.3.8
|
| 147 |
+
- plotly==5.22.0
|
| 148 |
+
- proglog==0.1.12
|
| 149 |
+
- prompt-toolkit==3.0.51
|
| 150 |
+
- protobuf==4.25.8
|
| 151 |
+
- psutil==7.0.0
|
| 152 |
+
- ptyprocess==0.7.0
|
| 153 |
+
- pure-eval==0.2.3
|
| 154 |
+
- pygments==2.19.2
|
| 155 |
+
- pyopengl==3.1.9
|
| 156 |
+
- pyparsing==3.2.3
|
| 157 |
+
- pyquaternion==0.9.9
|
| 158 |
+
- python-dateutil==2.9.0.post0
|
| 159 |
+
- pytinyrenderer==0.0.14
|
| 160 |
+
- pytz==2025.2
|
| 161 |
+
- pyyaml==6.0.2
|
| 162 |
+
- pyzmq==26.0.3
|
| 163 |
+
- requests==2.32.4
|
| 164 |
+
- rich==13.7.1
|
| 165 |
+
- ruamel-yaml==0.18.6
|
| 166 |
+
- ruamel-yaml-clib==0.2.12
|
| 167 |
+
- scipy==1.16.0
|
| 168 |
+
- seaborn==0.13.2
|
| 169 |
+
- sentry-sdk==2.32.0
|
| 170 |
+
- setproctitle==1.3.6
|
| 171 |
+
- simplejson==3.20.1
|
| 172 |
+
- six==1.17.0
|
| 173 |
+
- smmap==5.0.2
|
| 174 |
+
- stable-baselines3==2.3.2
|
| 175 |
+
- stack-data==0.6.3
|
| 176 |
+
- submitit==1.5.3
|
| 177 |
+
- sympy==1.14.0
|
| 178 |
+
- tabulate==0.9.0
|
| 179 |
+
- tdmpc2==0.0
|
| 180 |
+
- tenacity==9.1.2
|
| 181 |
+
- tensorboard==2.16.2
|
| 182 |
+
- tensorboard-data-server==0.7.2
|
| 183 |
+
- tensorboardx==2.6.4
|
| 184 |
+
- tensordict==0.4.0
|
| 185 |
+
- tensorflow==2.16.2
|
| 186 |
+
- tensorflow-io-gcs-filesystem==0.37.1
|
| 187 |
+
- tensorflow-probability==0.24.0
|
| 188 |
+
- tensorstore==0.1.74
|
| 189 |
+
- termcolor==2.4.0
|
| 190 |
+
- tf-keras==2.16.0
|
| 191 |
+
- toolz==1.0.0
|
| 192 |
+
- torch==2.3.1
|
| 193 |
+
- torchaudio==2.3.1
|
| 194 |
+
- torchrl==0.4.0
|
| 195 |
+
- torchvision==0.18.1
|
| 196 |
+
- tqdm==4.66.4
|
| 197 |
+
- traitlets==5.14.3
|
| 198 |
+
- treescope==0.1.9
|
| 199 |
+
- trimesh==4.6.13
|
| 200 |
+
- triton==2.3.1
|
| 201 |
+
- typing-extensions==4.14.0
|
| 202 |
+
- tzdata==2025.2
|
| 203 |
+
- urllib3==2.5.0
|
| 204 |
+
- wandb==0.17.3
|
| 205 |
+
- wcwidth==0.2.13
|
| 206 |
+
- werkzeug==3.1.3
|
| 207 |
+
- wrapt==1.17.2
|
| 208 |
+
- zipp==3.23.0
|
| 209 |
+
prefix: /ceph/home/songchun01/miniconda3/envs/human
|
humanoid_h1hand-crawl-v0/0/4o_crawl/wandb/offline-run-20250705_111033-toavd0as/files/media/videos/results/video_0_4c9971b03e303c48cea8.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4c9971b03e303c48cea8b548154fc3d93979f770e69f67f45e28b4cc5c2466a4
|
| 3 |
+
size 1333080
|
humanoid_h1hand-crawl-v0/0/4o_crawl/wandb/offline-run-20250705_111033-toavd0as/files/media/videos/results/video_149000_1f3005e553ffaf0bf6c6.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1f3005e553ffaf0bf6c6c0783d824a5b70c9f98d28948757ee3ad692999833ff
|
| 3 |
+
size 2225398
|
humanoid_h1hand-crawl-v0/0/4o_crawl/wandb/offline-run-20250705_111033-toavd0as/files/media/videos/results/video_199000_f6e57f83c992b9fca8c5.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f6e57f83c992b9fca8c5cfa84f1a8f1c2e9a005ec358ed0e020192b9452c3638
|
| 3 |
+
size 2734386
|
humanoid_h1hand-crawl-v0/0/4o_crawl/wandb/offline-run-20250705_111033-toavd0as/files/media/videos/results/video_249000_d973cdbf43d5e2757cdc.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d973cdbf43d5e2757cdccbd6780f65584b0b1eb209f9fc479c561093dc5c6cae
|
| 3 |
+
size 1285749
|
humanoid_h1hand-crawl-v0/0/4o_crawl/wandb/offline-run-20250705_111033-toavd0as/files/media/videos/results/video_299000_2a373590e0a0f91c4d77.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2a373590e0a0f91c4d77da1e1ff447574d228be16ffc5aa670b16d30ddf5b195
|
| 3 |
+
size 1622288
|
humanoid_h1hand-crawl-v0/0/4o_crawl/wandb/offline-run-20250705_111033-toavd0as/files/media/videos/results/video_349000_fd44afa141caec1cd2f3.mp4
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| 1 |
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{
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| 2 |
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| 3 |
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"python": "3.11.13",
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| 5 |
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| 6 |
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|
| 7 |
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|
| 8 |
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"args": [
|
| 9 |
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|
| 10 |
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"use_moe=true",
|
| 11 |
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humanoid_h1hand-crawl-v0/0/4o_crawl/wandb/offline-run-20250705_111033-toavd0as/logs/debug-internal.log
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The diff for this file is too large to render.
See raw diff
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|
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humanoid_h1hand-crawl-v0/0/4o_crawl/wandb/offline-run-20250705_111033-toavd0as/logs/debug.log
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2025-07-05 11:10:34,016 INFO MainThread:238658 [wandb_setup.py:_flush():76] Current SDK version is 0.17.3
|
| 2 |
+
2025-07-05 11:10:34,018 INFO MainThread:238658 [wandb_setup.py:_flush():76] Configure stats pid to 238658
|
| 3 |
+
2025-07-05 11:10:34,018 INFO MainThread:238658 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-05 11:10:34,018 INFO MainThread:238658 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/outputs/2025-07-05/11-10-24/wandb/settings
|
| 5 |
+
2025-07-05 11:10:34,018 INFO MainThread:238658 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-05 11:10:34,018 INFO MainThread:238658 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-05 11:10:34,019 WARNING MainThread:238658 [wandb_setup.py:_flush():76] Could not find program at -m tdmpc2.train
|
| 8 |
+
2025-07-05 11:10:34,019 INFO MainThread:238658 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m tdmpc2.train'}
|
| 9 |
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2025-07-05 11:10:34,019 INFO MainThread:238658 [wandb_init.py:_log_setup():520] Logging user logs to /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-crawl-v0/0/4o_crawl/wandb/offline-run-20250705_111033-toavd0as/logs/debug.log
|
| 10 |
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2025-07-05 11:10:34,020 INFO MainThread:238658 [wandb_init.py:_log_setup():521] Logging internal logs to /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-crawl-v0/0/4o_crawl/wandb/offline-run-20250705_111033-toavd0as/logs/debug-internal.log
|
| 11 |
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2025-07-05 11:10:34,020 INFO MainThread:238658 [wandb_init.py:init():560] calling init triggers
|
| 12 |
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2025-07-05 11:10:34,020 INFO MainThread:238658 [wandb_init.py:init():567] wandb.init called with sweep_config: {}
|
| 13 |
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config: {'task': 'humanoid_h1hand-crawl-v0', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 5000000, '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_crawl', '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': 5, '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': 'moore-tdmpc', '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': 0, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-crawl-v0/0/4o_crawl'), 'task_title': 'Humanoid_H1Hand Crawl V0', 'multitask': False, 'tasks': ['humanoid_h1hand-crawl-v0'], 'obs_shape': {'state': [151]}, 'action_dim': 61, 'episode_length': 1000, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 5000, 'bin_size': 0.2}
|
| 14 |
+
2025-07-05 11:10:34,020 INFO MainThread:238658 [wandb_init.py:init():610] starting backend
|
| 15 |
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2025-07-05 11:10:34,020 INFO MainThread:238658 [wandb_init.py:init():614] setting up manager
|
| 16 |
+
2025-07-05 11:10:34,025 INFO MainThread:238658 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 17 |
+
2025-07-05 11:10:34,027 INFO MainThread:238658 [wandb_init.py:init():622] backend started and connected
|
| 18 |
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2025-07-05 11:10:34,033 INFO MainThread:238658 [wandb_init.py:init():711] updated telemetry
|
| 19 |
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2025-07-05 11:10:34,056 INFO MainThread:238658 [wandb_init.py:init():744] communicating run to backend with 90.0 second timeout
|
| 20 |
+
2025-07-05 11:10:34,061 INFO MainThread:238658 [wandb_init.py:init():795] starting run threads in backend
|
| 21 |
+
2025-07-05 11:10:48,490 INFO MainThread:238658 [wandb_run.py:_console_start():2380] atexit reg
|
| 22 |
+
2025-07-05 11:10:48,491 INFO MainThread:238658 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 23 |
+
2025-07-05 11:10:48,491 INFO MainThread:238658 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 24 |
+
2025-07-05 11:10:48,491 INFO MainThread:238658 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 25 |
+
2025-07-05 11:10:48,494 INFO MainThread:238658 [wandb_init.py:init():838] run started, returning control to user process
|
humanoid_h1hand-crawl-v0/0/4o_crawl/wandb/offline-run-20250705_111033-toavd0as/run-toavd0as.wandb
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:eca2f708e60bffd2995d0d92e6424bcf8f8f8d4ab1dbe5303cd05685aafa2a47
|
| 3 |
+
size 25428116
|
humanoid_h1hand-crawl-v0/0/tdmpc_crawl/eval.csv
ADDED
|
@@ -0,0 +1,40 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
|
|
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|
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|
|
|
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|
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|
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|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
|
|
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|
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|
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|
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|
|
|
|
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|
|
|
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|
|
| 1 |
+
step,episode_reward
|
| 2 |
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0.0,304.1298522949219
|
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50000.0,191.0054473876953
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| 4 |
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100000.0,431.14910888671875
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150000.0,596.251220703125
|
| 6 |
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200000.0,634.9786987304688
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250000.0,657.8065795898438
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| 8 |
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300000.0,745.2281494140625
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| 9 |
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350000.0,815.6068115234375
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400000.0,845.5841674804688
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450000.0,808.2432861328125
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500000.0,845.2810668945312
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550000.0,814.9124755859375
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| 14 |
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600000.0,864.6280517578125
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650000.0,845.0208740234375
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750000.0,798.8519287109375
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850000.0,810.34716796875
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900000.0,843.0970458984375
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950000.0,860.3215942382812
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| 22 |
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1000000.0,825.7877807617188
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1050000.0,847.2203979492188
|
| 24 |
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1100000.0,839.62646484375
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| 25 |
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1150000.0,851.98779296875
|
| 26 |
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1200000.0,838.9747924804688
|
| 27 |
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1250000.0,867.7454223632812
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| 28 |
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1300000.0,844.8684692382812
|
| 29 |
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1350000.0,850.6048583984375
|
| 30 |
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1400000.0,864.3515625
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| 31 |
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1450000.0,819.5543823242188
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| 32 |
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1500000.0,883.8580932617188
|
| 33 |
+
1550000.0,871.7238159179688
|
| 34 |
+
1600000.0,850.4012451171875
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| 35 |
+
1650000.0,864.5308837890625
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| 36 |
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1700000.0,851.4276123046875
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1750000.0,702.0826416015625
|
| 38 |
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1800000.0,873.0437622070312
|
| 39 |
+
1850000.0,857.6281127929688
|
| 40 |
+
1900000.0,873.5946044921875
|
humanoid_h1hand-crawl-v0/0/tdmpc_crawl/models/step_1500000.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:a2e9837f194e9e84092f25594413807bfe7f16092330ebca068f652b8659c0fe
|
| 3 |
+
size 33248554
|
humanoid_h1hand-crawl-v0/0/tdmpc_crawl/wandb/debug-internal.log
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:549641703bf2da11b109bc8510e8b3e75822f23bf9f145b6526aee67e0cd1696
|
| 3 |
+
size 12871102
|
humanoid_h1hand-crawl-v0/0/tdmpc_crawl/wandb/debug.log
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
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|
| 1 |
+
2025-07-05 11:10:34,215 INFO MainThread:238646 [wandb_setup.py:_flush():76] Current SDK version is 0.17.3
|
| 2 |
+
2025-07-05 11:10:34,216 INFO MainThread:238646 [wandb_setup.py:_flush():76] Configure stats pid to 238646
|
| 3 |
+
2025-07-05 11:10:34,216 INFO MainThread:238646 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/.config/wandb/settings
|
| 4 |
+
2025-07-05 11:10:34,216 INFO MainThread:238646 [wandb_setup.py:_flush():76] Loading settings from /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/outputs/2025-07-05/11-10-24/wandb/settings
|
| 5 |
+
2025-07-05 11:10:34,216 INFO MainThread:238646 [wandb_setup.py:_flush():76] Loading settings from environment variables: {'mode': 'offline', 'silent': 'false'}
|
| 6 |
+
2025-07-05 11:10:34,217 INFO MainThread:238646 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
|
| 7 |
+
2025-07-05 11:10:34,217 WARNING MainThread:238646 [wandb_setup.py:_flush():76] Could not find program at -m tdmpc2.train
|
| 8 |
+
2025-07-05 11:10:34,217 INFO MainThread:238646 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m tdmpc2.train'}
|
| 9 |
+
2025-07-05 11:10:34,217 INFO MainThread:238646 [wandb_init.py:_log_setup():520] Logging user logs to /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-crawl-v0/0/tdmpc_crawl/wandb/offline-run-20250705_111034-qujsz9wa/logs/debug.log
|
| 10 |
+
2025-07-05 11:10:34,218 INFO MainThread:238646 [wandb_init.py:_log_setup():521] Logging internal logs to /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-crawl-v0/0/tdmpc_crawl/wandb/offline-run-20250705_111034-qujsz9wa/logs/debug-internal.log
|
| 11 |
+
2025-07-05 11:10:34,218 INFO MainThread:238646 [wandb_init.py:init():560] calling init triggers
|
| 12 |
+
2025-07-05 11:10:34,218 INFO MainThread:238646 [wandb_init.py:init():567] wandb.init called with sweep_config: {}
|
| 13 |
+
config: {'task': 'humanoid_h1hand-crawl-v0', 'obs': 'state', 'episodic': False, 'checkpoint': '???', 'eval_episodes': 10, 'eval_freq': 50000, 'trainer': 'online', 'steps': 5000000, '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': 'tdmpc_crawl', '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': 5, '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': 'moore-tdmpc', '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': 0, 'work_dir': PosixPath('/ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-crawl-v0/0/tdmpc_crawl'), 'task_title': 'Humanoid_H1Hand Crawl V0', 'multitask': False, 'tasks': ['humanoid_h1hand-crawl-v0'], 'obs_shape': {'state': [151]}, 'action_dim': 61, 'episode_length': 1000, 'obs_shapes': '???', 'action_dims': '???', 'episode_lengths': '???', 'seed_steps': 5000, 'bin_size': 0.2}
|
| 14 |
+
2025-07-05 11:10:34,218 INFO MainThread:238646 [wandb_init.py:init():610] starting backend
|
| 15 |
+
2025-07-05 11:10:34,219 INFO MainThread:238646 [wandb_init.py:init():614] setting up manager
|
| 16 |
+
2025-07-05 11:10:34,224 INFO MainThread:238646 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
|
| 17 |
+
2025-07-05 11:10:34,225 INFO MainThread:238646 [wandb_init.py:init():622] backend started and connected
|
| 18 |
+
2025-07-05 11:10:34,233 INFO MainThread:238646 [wandb_init.py:init():711] updated telemetry
|
| 19 |
+
2025-07-05 11:10:34,242 INFO MainThread:238646 [wandb_init.py:init():744] communicating run to backend with 90.0 second timeout
|
| 20 |
+
2025-07-05 11:10:34,246 INFO MainThread:238646 [wandb_init.py:init():795] starting run threads in backend
|
| 21 |
+
2025-07-05 11:10:47,884 INFO MainThread:238646 [wandb_run.py:_console_start():2380] atexit reg
|
| 22 |
+
2025-07-05 11:10:47,884 INFO MainThread:238646 [wandb_run.py:_redirect():2235] redirect: wrap_raw
|
| 23 |
+
2025-07-05 11:10:47,884 INFO MainThread:238646 [wandb_run.py:_redirect():2300] Wrapping output streams.
|
| 24 |
+
2025-07-05 11:10:47,884 INFO MainThread:238646 [wandb_run.py:_redirect():2325] Redirects installed.
|
| 25 |
+
2025-07-05 11:10:47,887 INFO MainThread:238646 [wandb_init.py:init():838] run started, returning control to user process
|
| 26 |
+
2025-07-07 13:04:33,802 WARNING MsgRouterThr:238646 [router.py:message_loop():77] message_loop has been closed
|
humanoid_h1hand-crawl-v0/0/tdmpc_crawl/wandb/offline-run-20250705_111034-qujsz9wa/files/conda-environment.yaml
ADDED
|
@@ -0,0 +1,209 @@
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|
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|
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|
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|
|
|
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|
|
|
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|
|
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|
|
|
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|
|
|
|
|
|
|
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|
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|
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|
|
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|
|
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|
|
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|
|
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|
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|
|
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|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
name: human
|
| 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 |
+
- ld_impl_linux-64=2.43=h1423503_5
|
| 15 |
+
- libexpat=2.7.0=h5888daf_0
|
| 16 |
+
- libffi=3.4.6=h2dba641_1
|
| 17 |
+
- libgcc=15.1.0=h767d61c_3
|
| 18 |
+
- libgcc-ng=15.1.0=h69a702a_3
|
| 19 |
+
- libgomp=15.1.0=h767d61c_3
|
| 20 |
+
- liblzma=5.8.1=hb9d3cd8_2
|
| 21 |
+
- libnsl=2.0.1=hb9d3cd8_1
|
| 22 |
+
- libsqlite=3.50.2=h6cd9bfd_0
|
| 23 |
+
- libuuid=2.38.1=h0b41bf4_0
|
| 24 |
+
- libxcrypt=4.4.36=hd590300_1
|
| 25 |
+
- libzlib=1.3.1=hb9d3cd8_2
|
| 26 |
+
- ncurses=6.5=h2d0b736_3
|
| 27 |
+
- openssl=3.5.0=h7b32b05_1
|
| 28 |
+
- pip=25.1.1=pyh8b19718_0
|
| 29 |
+
- python=3.11.13=h9e4cc4f_0_cpython
|
| 30 |
+
- readline=8.2=h8c095d6_2
|
| 31 |
+
- setuptools=80.9.0=pyhff2d567_0
|
| 32 |
+
- tk=8.6.13=noxft_hd72426e_102
|
| 33 |
+
- wheel=0.45.1=pyhd8ed1ab_1
|
| 34 |
+
- pip:
|
| 35 |
+
- absl-py==2.3.0
|
| 36 |
+
- antlr4-python3-runtime==4.9.3
|
| 37 |
+
- asttokens==3.0.0
|
| 38 |
+
- astunparse==1.6.3
|
| 39 |
+
- attrs==25.3.0
|
| 40 |
+
- blinker==1.9.0
|
| 41 |
+
- brax==0.9.4
|
| 42 |
+
- certifi==2025.6.15
|
| 43 |
+
- charset-normalizer==3.4.2
|
| 44 |
+
- chex==0.1.89
|
| 45 |
+
- click==8.2.1
|
| 46 |
+
- cloudpickle==3.0.0
|
| 47 |
+
- colored==2.2.4
|
| 48 |
+
- contextlib2==21.6.0
|
| 49 |
+
- contourpy==1.3.2
|
| 50 |
+
- cycler==0.12.1
|
| 51 |
+
- decorator==4.4.2
|
| 52 |
+
- distrax==0.1.5
|
| 53 |
+
- dm-control==1.0.20
|
| 54 |
+
- dm-env==1.6
|
| 55 |
+
- dm-sonnet==2.0.2
|
| 56 |
+
- dm-tree==0.1.9
|
| 57 |
+
- docker-pycreds==0.4.0
|
| 58 |
+
- embodied==0.0.0
|
| 59 |
+
- etils==1.12.2
|
| 60 |
+
- executing==2.2.0
|
| 61 |
+
- farama-notifications==0.0.4
|
| 62 |
+
- filelock==3.18.0
|
| 63 |
+
- flask==3.1.1
|
| 64 |
+
- flask-cors==6.0.1
|
| 65 |
+
- flatbuffers==25.2.10
|
| 66 |
+
- flax==0.8.5
|
| 67 |
+
- fonttools==4.58.4
|
| 68 |
+
- fsspec==2025.5.1
|
| 69 |
+
- gast==0.6.0
|
| 70 |
+
- gitdb==4.0.12
|
| 71 |
+
- gitpython==3.1.44
|
| 72 |
+
- glfw==2.9.0
|
| 73 |
+
- google-pasta==0.2.0
|
| 74 |
+
- grpcio==1.73.1
|
| 75 |
+
- gym==0.26.2
|
| 76 |
+
- gym-notices==0.0.8
|
| 77 |
+
- gymnasium==0.29.1
|
| 78 |
+
- gymnax==0.0.8
|
| 79 |
+
- h5py==3.14.0
|
| 80 |
+
- humanize==4.12.3
|
| 81 |
+
- humanoid-bench==0.2
|
| 82 |
+
- hydra-core==1.3.2
|
| 83 |
+
- hydra-submitit-launcher==1.2.0
|
| 84 |
+
- idna==3.10
|
| 85 |
+
- imageio==2.34.2
|
| 86 |
+
- imageio-ffmpeg==0.6.0
|
| 87 |
+
- importlib-resources==6.5.2
|
| 88 |
+
- ipdb==0.13.13
|
| 89 |
+
- ipython==9.3.0
|
| 90 |
+
- ipython-pygments-lexers==1.1.1
|
| 91 |
+
- itsdangerous==2.2.0
|
| 92 |
+
- jax==0.6.2
|
| 93 |
+
- jax-cuda12-pjrt==0.4.28
|
| 94 |
+
- jaxlib==0.6.2
|
| 95 |
+
- jaxopt==0.8.5
|
| 96 |
+
- jaxrl-m==0.1.0
|
| 97 |
+
- jedi==0.19.2
|
| 98 |
+
- jinja2==3.1.6
|
| 99 |
+
- keras==3.10.0
|
| 100 |
+
- kiwisolver==1.4.8
|
| 101 |
+
- labmaze==1.0.6
|
| 102 |
+
- libclang==18.1.1
|
| 103 |
+
- lxml==6.0.0
|
| 104 |
+
- markdown==3.8.2
|
| 105 |
+
- markdown-it-py==3.0.0
|
| 106 |
+
- markupsafe==3.0.2
|
| 107 |
+
- matplotlib==3.9.0
|
| 108 |
+
- matplotlib-inline==0.1.7
|
| 109 |
+
- mdurl==0.1.2
|
| 110 |
+
- ml-collections==0.1.1
|
| 111 |
+
- ml-dtypes==0.5.1
|
| 112 |
+
- moviepy==1.0.3
|
| 113 |
+
- mpmath==1.3.0
|
| 114 |
+
- msgpack==1.0.8
|
| 115 |
+
- mujoco==3.1.6
|
| 116 |
+
- mujoco-mjx==3.1.6
|
| 117 |
+
- namex==0.1.0
|
| 118 |
+
- natsort==8.4.0
|
| 119 |
+
- nest-asyncio==1.6.0
|
| 120 |
+
- networkx==3.5
|
| 121 |
+
- numpy==1.26.4
|
| 122 |
+
- nvidia-cublas-cu12==12.1.3.1
|
| 123 |
+
- nvidia-cuda-cupti-cu12==12.1.105
|
| 124 |
+
- nvidia-cuda-nvcc-cu12==12.9.86
|
| 125 |
+
- nvidia-cuda-nvrtc-cu12==12.1.105
|
| 126 |
+
- nvidia-cuda-runtime-cu12==12.1.105
|
| 127 |
+
- nvidia-cudnn-cu12==8.9.2.26
|
| 128 |
+
- nvidia-cufft-cu12==11.0.2.54
|
| 129 |
+
- nvidia-curand-cu12==10.3.2.106
|
| 130 |
+
- nvidia-cusolver-cu12==11.4.5.107
|
| 131 |
+
- nvidia-cusparse-cu12==12.1.0.106
|
| 132 |
+
- nvidia-nccl-cu12==2.20.5
|
| 133 |
+
- nvidia-nvjitlink-cu12==12.9.86
|
| 134 |
+
- nvidia-nvtx-cu12==12.1.105
|
| 135 |
+
- omegaconf==2.3.0
|
| 136 |
+
- opencv-python==4.10.0.84
|
| 137 |
+
- opt-einsum==3.4.0
|
| 138 |
+
- optax==0.2.2
|
| 139 |
+
- optree==0.16.0
|
| 140 |
+
- orbax-checkpoint==0.11.5
|
| 141 |
+
- packaging==25.0
|
| 142 |
+
- pandas==2.2.2
|
| 143 |
+
- parso==0.8.4
|
| 144 |
+
- pexpect==4.9.0
|
| 145 |
+
- pillow==11.2.1
|
| 146 |
+
- platformdirs==4.3.8
|
| 147 |
+
- plotly==5.22.0
|
| 148 |
+
- proglog==0.1.12
|
| 149 |
+
- prompt-toolkit==3.0.51
|
| 150 |
+
- protobuf==4.25.8
|
| 151 |
+
- psutil==7.0.0
|
| 152 |
+
- ptyprocess==0.7.0
|
| 153 |
+
- pure-eval==0.2.3
|
| 154 |
+
- pygments==2.19.2
|
| 155 |
+
- pyopengl==3.1.9
|
| 156 |
+
- pyparsing==3.2.3
|
| 157 |
+
- pyquaternion==0.9.9
|
| 158 |
+
- python-dateutil==2.9.0.post0
|
| 159 |
+
- pytinyrenderer==0.0.14
|
| 160 |
+
- pytz==2025.2
|
| 161 |
+
- pyyaml==6.0.2
|
| 162 |
+
- pyzmq==26.0.3
|
| 163 |
+
- requests==2.32.4
|
| 164 |
+
- rich==13.7.1
|
| 165 |
+
- ruamel-yaml==0.18.6
|
| 166 |
+
- ruamel-yaml-clib==0.2.12
|
| 167 |
+
- scipy==1.16.0
|
| 168 |
+
- seaborn==0.13.2
|
| 169 |
+
- sentry-sdk==2.32.0
|
| 170 |
+
- setproctitle==1.3.6
|
| 171 |
+
- simplejson==3.20.1
|
| 172 |
+
- six==1.17.0
|
| 173 |
+
- smmap==5.0.2
|
| 174 |
+
- stable-baselines3==2.3.2
|
| 175 |
+
- stack-data==0.6.3
|
| 176 |
+
- submitit==1.5.3
|
| 177 |
+
- sympy==1.14.0
|
| 178 |
+
- tabulate==0.9.0
|
| 179 |
+
- tdmpc2==0.0
|
| 180 |
+
- tenacity==9.1.2
|
| 181 |
+
- tensorboard==2.16.2
|
| 182 |
+
- tensorboard-data-server==0.7.2
|
| 183 |
+
- tensorboardx==2.6.4
|
| 184 |
+
- tensordict==0.4.0
|
| 185 |
+
- tensorflow==2.16.2
|
| 186 |
+
- tensorflow-io-gcs-filesystem==0.37.1
|
| 187 |
+
- tensorflow-probability==0.24.0
|
| 188 |
+
- tensorstore==0.1.74
|
| 189 |
+
- termcolor==2.4.0
|
| 190 |
+
- tf-keras==2.16.0
|
| 191 |
+
- toolz==1.0.0
|
| 192 |
+
- torch==2.3.1
|
| 193 |
+
- torchaudio==2.3.1
|
| 194 |
+
- torchrl==0.4.0
|
| 195 |
+
- torchvision==0.18.1
|
| 196 |
+
- tqdm==4.66.4
|
| 197 |
+
- traitlets==5.14.3
|
| 198 |
+
- treescope==0.1.9
|
| 199 |
+
- trimesh==4.6.13
|
| 200 |
+
- triton==2.3.1
|
| 201 |
+
- typing-extensions==4.14.0
|
| 202 |
+
- tzdata==2025.2
|
| 203 |
+
- urllib3==2.5.0
|
| 204 |
+
- wandb==0.17.3
|
| 205 |
+
- wcwidth==0.2.13
|
| 206 |
+
- werkzeug==3.1.3
|
| 207 |
+
- wrapt==1.17.2
|
| 208 |
+
- zipp==3.23.0
|
| 209 |
+
prefix: /ceph/home/songchun01/miniconda3/envs/human
|
humanoid_h1hand-crawl-v0/0/tdmpc_crawl/wandb/offline-run-20250705_111034-qujsz9wa/files/config.yaml
ADDED
|
@@ -0,0 +1,296 @@
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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 |
+
wandb_version: 1
|
| 2 |
+
|
| 3 |
+
task:
|
| 4 |
+
desc: null
|
| 5 |
+
value: humanoid_h1hand-crawl-v0
|
| 6 |
+
obs:
|
| 7 |
+
desc: null
|
| 8 |
+
value: state
|
| 9 |
+
episodic:
|
| 10 |
+
desc: null
|
| 11 |
+
value: false
|
| 12 |
+
checkpoint:
|
| 13 |
+
desc: null
|
| 14 |
+
value: ???
|
| 15 |
+
eval_episodes:
|
| 16 |
+
desc: null
|
| 17 |
+
value: 10
|
| 18 |
+
eval_freq:
|
| 19 |
+
desc: null
|
| 20 |
+
value: 50000
|
| 21 |
+
trainer:
|
| 22 |
+
desc: null
|
| 23 |
+
value: online
|
| 24 |
+
steps:
|
| 25 |
+
desc: null
|
| 26 |
+
value: 5000000
|
| 27 |
+
batch_size:
|
| 28 |
+
desc: null
|
| 29 |
+
value: 256
|
| 30 |
+
reward_coef:
|
| 31 |
+
desc: null
|
| 32 |
+
value: 0.1
|
| 33 |
+
value_coef:
|
| 34 |
+
desc: null
|
| 35 |
+
value: 0.1
|
| 36 |
+
termination_coef:
|
| 37 |
+
desc: null
|
| 38 |
+
value: 1
|
| 39 |
+
consistency_coef:
|
| 40 |
+
desc: null
|
| 41 |
+
value: 20
|
| 42 |
+
rho:
|
| 43 |
+
desc: null
|
| 44 |
+
value: 0.5
|
| 45 |
+
lr:
|
| 46 |
+
desc: null
|
| 47 |
+
value: 0.0003
|
| 48 |
+
enc_lr_scale:
|
| 49 |
+
desc: null
|
| 50 |
+
value: 0.3
|
| 51 |
+
grad_clip_norm:
|
| 52 |
+
desc: null
|
| 53 |
+
value: 20
|
| 54 |
+
tau:
|
| 55 |
+
desc: null
|
| 56 |
+
value: 0.01
|
| 57 |
+
discount_denom:
|
| 58 |
+
desc: null
|
| 59 |
+
value: 5
|
| 60 |
+
discount_min:
|
| 61 |
+
desc: null
|
| 62 |
+
value: 0.95
|
| 63 |
+
discount_max:
|
| 64 |
+
desc: null
|
| 65 |
+
value: 0.995
|
| 66 |
+
buffer_size:
|
| 67 |
+
desc: null
|
| 68 |
+
value: 1000000
|
| 69 |
+
exp_name:
|
| 70 |
+
desc: null
|
| 71 |
+
value: tdmpc_crawl
|
| 72 |
+
data_dir:
|
| 73 |
+
desc: null
|
| 74 |
+
value: /media/levi/Singe4linux/Moore-TDMPC/TDMPC2/data/mt30
|
| 75 |
+
manager:
|
| 76 |
+
desc: null
|
| 77 |
+
value:
|
| 78 |
+
goal_interval: 10
|
| 79 |
+
hidden_dim: 512
|
| 80 |
+
ent_coef: 0.01
|
| 81 |
+
lr: 0.0003
|
| 82 |
+
gamma: 0.99
|
| 83 |
+
lam: 0.95
|
| 84 |
+
tau: 0.005
|
| 85 |
+
intrinsic_coef: 0.1
|
| 86 |
+
goal_vae:
|
| 87 |
+
desc: null
|
| 88 |
+
value:
|
| 89 |
+
n_latents: 8
|
| 90 |
+
n_classes: 8
|
| 91 |
+
tau_start: 1.0
|
| 92 |
+
tau_end: 0.1
|
| 93 |
+
anneal_steps: 100000
|
| 94 |
+
beta: 1.0
|
| 95 |
+
lr: 0.0003
|
| 96 |
+
mpc:
|
| 97 |
+
desc: null
|
| 98 |
+
value: true
|
| 99 |
+
iterations:
|
| 100 |
+
desc: null
|
| 101 |
+
value: 8
|
| 102 |
+
num_samples:
|
| 103 |
+
desc: null
|
| 104 |
+
value: 512
|
| 105 |
+
num_elites:
|
| 106 |
+
desc: null
|
| 107 |
+
value: 64
|
| 108 |
+
num_pi_trajs:
|
| 109 |
+
desc: null
|
| 110 |
+
value: 24
|
| 111 |
+
horizon:
|
| 112 |
+
desc: null
|
| 113 |
+
value: 3
|
| 114 |
+
min_std:
|
| 115 |
+
desc: null
|
| 116 |
+
value: 0.05
|
| 117 |
+
max_std:
|
| 118 |
+
desc: null
|
| 119 |
+
value: 2
|
| 120 |
+
temperature:
|
| 121 |
+
desc: null
|
| 122 |
+
value: 0.5
|
| 123 |
+
log_std_min:
|
| 124 |
+
desc: null
|
| 125 |
+
value: -10
|
| 126 |
+
log_std_max:
|
| 127 |
+
desc: null
|
| 128 |
+
value: 2
|
| 129 |
+
entropy_coef:
|
| 130 |
+
desc: null
|
| 131 |
+
value: 0.0001
|
| 132 |
+
num_bins:
|
| 133 |
+
desc: null
|
| 134 |
+
value: 101
|
| 135 |
+
vmin:
|
| 136 |
+
desc: null
|
| 137 |
+
value: -10
|
| 138 |
+
vmax:
|
| 139 |
+
desc: null
|
| 140 |
+
value: 10
|
| 141 |
+
use_moe:
|
| 142 |
+
desc: null
|
| 143 |
+
value: false
|
| 144 |
+
n_experts:
|
| 145 |
+
desc: null
|
| 146 |
+
value: 4
|
| 147 |
+
use_orthogonal:
|
| 148 |
+
desc: null
|
| 149 |
+
value: true
|
| 150 |
+
moe_tau_init:
|
| 151 |
+
desc: null
|
| 152 |
+
value: 1.8
|
| 153 |
+
moe_tau_min:
|
| 154 |
+
desc: null
|
| 155 |
+
value: 0.5
|
| 156 |
+
moe_tau_max:
|
| 157 |
+
desc: null
|
| 158 |
+
value: 2.0
|
| 159 |
+
moe_beta:
|
| 160 |
+
desc: null
|
| 161 |
+
value: 0.02
|
| 162 |
+
moe_lb_alpha:
|
| 163 |
+
desc: null
|
| 164 |
+
value: 0.03
|
| 165 |
+
moe_freeze_frac:
|
| 166 |
+
desc: null
|
| 167 |
+
value: 0.05
|
| 168 |
+
model_size:
|
| 169 |
+
desc: null
|
| 170 |
+
value: 5
|
| 171 |
+
num_enc_layers:
|
| 172 |
+
desc: null
|
| 173 |
+
value: 2
|
| 174 |
+
enc_dim:
|
| 175 |
+
desc: null
|
| 176 |
+
value: 256
|
| 177 |
+
num_channels:
|
| 178 |
+
desc: null
|
| 179 |
+
value: 32
|
| 180 |
+
mlp_dim:
|
| 181 |
+
desc: null
|
| 182 |
+
value: 512
|
| 183 |
+
latent_dim:
|
| 184 |
+
desc: null
|
| 185 |
+
value: 512
|
| 186 |
+
task_dim:
|
| 187 |
+
desc: null
|
| 188 |
+
value: 0
|
| 189 |
+
num_q:
|
| 190 |
+
desc: null
|
| 191 |
+
value: 5
|
| 192 |
+
dropout:
|
| 193 |
+
desc: null
|
| 194 |
+
value: 0.01
|
| 195 |
+
simnorm_dim:
|
| 196 |
+
desc: null
|
| 197 |
+
value: 8
|
| 198 |
+
wandb_project:
|
| 199 |
+
desc: null
|
| 200 |
+
value: moore-tdmpc
|
| 201 |
+
wandb_entity:
|
| 202 |
+
desc: null
|
| 203 |
+
value: OA-MBRL
|
| 204 |
+
wandb_silent:
|
| 205 |
+
desc: null
|
| 206 |
+
value: false
|
| 207 |
+
disable_wandb:
|
| 208 |
+
desc: null
|
| 209 |
+
value: false
|
| 210 |
+
save_csv:
|
| 211 |
+
desc: null
|
| 212 |
+
value: true
|
| 213 |
+
visualize_experts:
|
| 214 |
+
desc: null
|
| 215 |
+
value: true
|
| 216 |
+
viz_interval:
|
| 217 |
+
desc: null
|
| 218 |
+
value: 10000
|
| 219 |
+
compile:
|
| 220 |
+
desc: null
|
| 221 |
+
value: false
|
| 222 |
+
save_video:
|
| 223 |
+
desc: null
|
| 224 |
+
value: true
|
| 225 |
+
save_agent:
|
| 226 |
+
desc: null
|
| 227 |
+
value: true
|
| 228 |
+
seed:
|
| 229 |
+
desc: null
|
| 230 |
+
value: 0
|
| 231 |
+
work_dir:
|
| 232 |
+
desc: null
|
| 233 |
+
value: /ceph/home/songchun01/xiaoyuan/humanoid-bench/tdmpc2/logs/humanoid_h1hand-crawl-v0/0/tdmpc_crawl
|
| 234 |
+
task_title:
|
| 235 |
+
desc: null
|
| 236 |
+
value: Humanoid_H1Hand Crawl V0
|
| 237 |
+
multitask:
|
| 238 |
+
desc: null
|
| 239 |
+
value: false
|
| 240 |
+
tasks:
|
| 241 |
+
desc: null
|
| 242 |
+
value:
|
| 243 |
+
- humanoid_h1hand-crawl-v0
|
| 244 |
+
obs_shape:
|
| 245 |
+
desc: null
|
| 246 |
+
value:
|
| 247 |
+
state:
|
| 248 |
+
- 151
|
| 249 |
+
action_dim:
|
| 250 |
+
desc: null
|
| 251 |
+
value: 61
|
| 252 |
+
episode_length:
|
| 253 |
+
desc: null
|
| 254 |
+
value: 1000
|
| 255 |
+
obs_shapes:
|
| 256 |
+
desc: null
|
| 257 |
+
value: ???
|
| 258 |
+
action_dims:
|
| 259 |
+
desc: null
|
| 260 |
+
value: ???
|
| 261 |
+
episode_lengths:
|
| 262 |
+
desc: null
|
| 263 |
+
value: ???
|
| 264 |
+
seed_steps:
|
| 265 |
+
desc: null
|
| 266 |
+
value: 5000
|
| 267 |
+
bin_size:
|
| 268 |
+
desc: null
|
| 269 |
+
value: 0.2
|
| 270 |
+
_wandb:
|
| 271 |
+
desc: null
|
| 272 |
+
value:
|
| 273 |
+
python_version: 3.11.13
|
| 274 |
+
cli_version: 0.17.3
|
| 275 |
+
framework: torch
|
| 276 |
+
is_jupyter_run: false
|
| 277 |
+
is_kaggle_kernel: false
|
| 278 |
+
start_time: 1751685034
|
| 279 |
+
t:
|
| 280 |
+
1:
|
| 281 |
+
- 1
|
| 282 |
+
- 12
|
| 283 |
+
- 50
|
| 284 |
+
- 55
|
| 285 |
+
3:
|
| 286 |
+
- 4
|
| 287 |
+
- 13
|
| 288 |
+
- 15
|
| 289 |
+
- 16
|
| 290 |
+
- 23
|
| 291 |
+
- 42
|
| 292 |
+
4: 3.11.13
|
| 293 |
+
5: 0.17.3
|
| 294 |
+
8:
|
| 295 |
+
- 5
|
| 296 |
+
13: linux-x86_64
|
humanoid_h1hand-crawl-v0/0/tdmpc_crawl/wandb/offline-run-20250705_111034-qujsz9wa/files/media/videos/results/video_0_566d5e11a39f1481881f.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
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|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:566d5e11a39f1481881f48a7dfefa96e3e19c1bcb8397d6a7f530b94ed000d3c
|
| 3 |
+
size 1735792
|
humanoid_h1hand-crawl-v0/0/tdmpc_crawl/wandb/offline-run-20250705_111034-qujsz9wa/files/media/videos/results/video_1049000_3fc599343183a3d407a7.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:3fc599343183a3d407a78775f8dc7c0adcd431998bd5cce8cf2772c5bc84aa83
|
| 3 |
+
size 2067094
|
humanoid_h1hand-crawl-v0/0/tdmpc_crawl/wandb/offline-run-20250705_111034-qujsz9wa/files/media/videos/results/video_1099000_e1572ade0111137eb70d.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e1572ade0111137eb70d8ebac6ae2b5d0bea504673459133f44609eec300291a
|
| 3 |
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size 1897326
|
humanoid_h1hand-crawl-v0/0/tdmpc_crawl/wandb/offline-run-20250705_111034-qujsz9wa/files/media/videos/results/video_1149000_7ade4d0016226c77589c.mp4
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:7ade4d0016226c77589c20116dd0fcb7ff584f71d6e4d4a08fc7e9260a9559ee
|
| 3 |
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size 2147099
|