Commit Graph

248 Commits

Author SHA1 Message Date
Cadene 5805a7ffb1 small fix in type + comments 2024-03-15 12:44:52 +00:00
Cadene 41521f7e96 self.root is Path or None + The following packages are already present in the pyproject.toml and will be skipped:
- huggingface-hub

If you want to update it to the latest compatible version, you can use `poetry update package`.
If you prefer to upgrade it to the latest available version, you can use `poetry add package@latest`.

Nothing to add.
2024-03-15 10:56:46 +00:00
Cadene b10c9507d4 Small fix 2024-03-15 00:36:55 +00:00
Cadene a311d38796 Add aloha + improve readme 2024-03-15 00:30:11 +00:00
Cadene 19730b3412 Add pusht on hf dataset (WIP) 2024-03-14 16:59:37 +00:00
Alexander Soare a222c88c99 Merge branch 'user/alexander-soare/train_pusht' into user/alexander-soare/multistep_policy_and_serial_env 2024-03-14 16:06:21 +00:00
Alexander Soare ba91976944 wip: still needs batch logic for act and tdmp 2024-03-14 15:24:10 +00:00
Alexander Soare 98484ac68e ready for review 2024-03-12 21:59:01 +00:00
Alexander Soare 9512d1d2f3 Merge branch 'main' into user/alexander-soare/train_pusht 2024-03-12 19:41:27 +00:00
Remi Cadene 9d002032d1 Add Aloha env and ACT policy
WIP Aloha env tests pass

Rendering works (fps look fast tho? TODO action bounding is too wide [-1,1])

Update README

Copy past from act repo

Remove download.py add a WIP for Simxarm

Remove download.py add a WIP for Simxarm

Add act yaml (TODO: try train.py)

Training can runs (TODO: eval)

Add tasks without end_effector that are compatible with dataset, Eval can run (TODO: training and pretrained model)

Add AbstractEnv, Refactor AlohaEnv, Add rendering_hook in env, Minor modifications, (TODO: Refactor Pusht and Simxarm)

poetry lock

fix bug in compute_stats for action normalization

fix more bugs in normalization

fix training

fix import

PushtEnv inheriates AbstractEnv, Improve factory Normalization

Add _make_env to EnvAbstract

Add call_rendering_hooks to pusht env

SimxarmEnv inherites from AbstractEnv (NOT TESTED)

Add aloha tests artifacts + update pusht stats

fix image normalization: before env was in [0,1] but dataset in [0,255], and now both in [0,255]

Small fix on simxarm

Add next to obs

Add top camera to Aloha env (TODO: make it compatible with set of cameras)

Add top camera to Aloha env (TODO: make it compatible with set of cameras)
2024-03-12 10:27:48 +00:00
Alexander Soare 87fcc536f9 wip - still need to verify full training run 2024-03-11 18:45:21 +00:00
Simon Alibert 48e70e044e
Merge pull request #18 from Cadene/user/aliberts/2024_03_11_dynamic_build_versioning
Add dynamic build versioning
2024-03-11 19:06:51 +01:00
Simon Alibert 4449c06823
Add comment
Co-authored-by: Remi <re.cadene@gmail.com>
2024-03-11 19:06:22 +01:00
Alexander Soare 304355c917 Merge remote-tracking branch 'origin/main' into train_pusht 2024-03-11 15:37:37 +00:00
Alexander Soare 2a01487494 early training loss as expected 2024-03-11 13:34:04 +00:00
Simon Alibert 78690d197f
Merge pull request #19 from Cadene/user/aliberts/2024_03_11_wandb_config
Configure wandb entity outside config
2024-03-11 14:17:44 +01:00
Simon Alibert 6d6c84b4a3
Remove entity from config
Co-authored-by: Remi <re.cadene@gmail.com>
2024-03-11 14:14:17 +01:00
Remi fab2b3240b
Merge pull request #17 from Cadene/user/rcadene/2024_03_11_bugfix_compute_stats
Fix bugs with normalization
2024-03-11 13:44:07 +01:00
Cadene 84a1647c01 fix import 2024-03-11 12:41:14 +00:00
Cadene ccd5dc5a42 fix training 2024-03-11 12:33:15 +00:00
Simon Alibert 00fe4f4f18 Configure wandb entity outside config 2024-03-11 13:09:46 +01:00
Simon Alibert 225eebde40 Add dynamic build versioning 2024-03-11 12:10:46 +01:00
Cadene 816b2e9d63 fix more bugs in normalization 2024-03-11 11:03:51 +00:00
Cadene a7ef4a6a33 fix bug in compute_stats for action normalization 2024-03-11 09:47:54 +00:00
Simon Alibert f54ee7cda0 Fix paths 2024-03-10 16:51:50 +01:00
Simon Alibert 134009f337 Remove init files 2024-03-10 16:38:49 +01:00
Simon Alibert 6c867d78ef Integrate pusht env from diffusion 2024-03-10 16:33:03 +01:00
Simon Alibert 302b78962c Integrate diffusion policy 2024-03-10 15:31:17 +01:00
Simon Alibert 59397fb44a Move tdmpc files 2024-03-09 18:44:36 +01:00
Simon Alibert 89eaab140b Add pusht test artifact 2024-03-09 15:36:20 +01:00
Simon Alibert f1e2837d63 fix pusht data_dir path 2024-03-08 12:26:15 +01:00
Remi Cadene 524d29aa80 fix tests 2024-03-07 13:23:22 +01:00
Remi Cadene d782b029e1 Add aloha dataset 2024-03-06 10:26:32 +00:00
Remi 49c0955f97
Merge pull request #7 from Cadene/user/rcadene/2024_03_05_abstract_replay_buffer
Add AbstractReplayBuffer
2024-03-06 11:25:24 +01:00
Remi Cadene eed24b083a small fix 2024-03-06 10:21:22 +00:00
Remi Cadene f95ecd66fc Improve visualize_dataset, Improve AbstractReplayBuffer, Small improvements 2024-03-06 10:15:57 +00:00
Simon Alibert a6d353c419 Fix 2024-03-05 17:00:17 +01:00
Remi Cadene 2f80d71c3e Remove noqa-F821 2024-03-05 10:22:21 +00:00
Remi Cadene d4e0849970 Refactor datasets with abstract class 2024-03-05 10:20:57 +00:00
Remi Cadene e132a267aa offline_prioritized_sampler: true 2024-03-04 23:17:59 +00:00
Remi Cadene a027f4edfb Add cfg.offline_prioritized_sampler 2024-03-04 23:08:52 +00:00
Remi Cadene 2bcf2631b9 minor comment 2024-03-04 22:34:44 +00:00
Remi e990f3e148
Merge pull request #6 from Cadene/user/rcadene/2024_03_04_diffusion
Make diffusion work
2024-03-04 18:30:40 +01:00
Remi Cadene e29fbb50e8 Fix grad_clip_norm 0 -> 10, Fix normalization min_max to be per channel 2024-03-04 17:26:34 +00:00
Remi Cadene cfc304e870 Refactor env queue, Training diffusion works (Still not converging) 2024-03-04 11:00:51 +00:00
Remi Cadene fddd9f0311 Add possibility for the policy to provide a sequence of actions to the env 2024-03-03 14:02:24 +00:00
Remi Cadene 4c400b41a5 Improve log msg in train.py 2024-03-03 13:22:09 +00:00
Remi Cadene 0f2fa4d9ef Add obs queue to pusht, Set n_obs_steps=2 for diffusion (Not fully tested) 2024-03-03 13:21:31 +00:00
Remi Cadene cbbed590a9 Add mode to NormalizeTransform with mean_std or min_max (Not fully tested) 2024-03-03 13:19:02 +00:00
Simon Alibert b859e89936 Fix for PR #5 2024-03-03 13:05:21 +01:00
Simon Alibert b33ec5a630 Add run on cpu-only compatibility 2024-03-03 12:47:26 +01:00
Remi Cadene 48ded3dbc7 fix 2024-03-02 18:11:50 +00:00
Remi Cadene 661bda45ea imagenet_norm: False 2024-03-02 17:18:58 +00:00
Remi Cadene 80785f8d0e Small fix, Refactor diffusion, Diffusion runs (TODO: remove normalization in diffusion) 2024-03-02 17:04:39 +00:00
Remi Cadene 45b4ecb727 pre-commit run -a 2024-03-02 15:58:21 +00:00
Remi Cadene 1ae6205269 Add Normalize, non_blocking=True in tdmpc, tdmpc run (TODO: diffusion) 2024-03-02 15:53:29 +00:00
Remi Cadene b5a2f460ea fix bus error 2024-03-01 14:22:05 +00:00
Simon Alibert c1942d45d3 Fixes for PR #4 2024-03-01 14:59:05 +01:00
Simon Alibert b862145e22 Added pusht dataset auto-download 2024-03-01 14:31:54 +01:00
Cadene ca948c1e5b fix zip strict=False 2024-03-01 00:45:23 +00:00
Cadene ae050d2e94 Solve conflicts + pre-commit run -a 2024-02-29 23:31:32 +00:00
Cadene 0b9027f05e Clean logging, Refactor 2024-02-29 23:21:27 +00:00
Simon Alibert 2c05b75f45 Fixes for PR #3 2024-02-29 21:46:41 +01:00
Simon Alibert 7e024fdce6 Ran pre-commit run --all-files 2024-02-29 13:37:48 +01:00
Cadene 5798979e9c comment 2024-02-28 18:31:54 +00:00
Cadene ac90b9c3ee Fix diffusion (rm transpose), Add prefetch 2024-02-28 17:45:01 +00:00
Cadene cf5063e50e Add diffusion policy (train and eval works, TODO: reproduce results) 2024-02-28 15:21:42 +00:00
Simon Alibert f1708c8a37 install fix 2024-02-28 12:35:49 +01:00
Simon Alibert 98f8869743 WIP 2024-02-28 10:59:06 +01:00
Cadene e543c9a42c small fix % 2024-02-27 11:54:31 +00:00
Cadene 7df542445c Small fix and improve logging message 2024-02-27 11:44:26 +00:00
Cadene 21670dce90 Refactor train, eval_policy, logger, Add diffusion.yaml (WIP) 2024-02-26 01:10:09 +00:00
Cadene 5a219fed6e Refactor policy config 2024-02-25 18:26:44 +00:00
Cadene b16c334825 Refactor configs to have env in seperate yaml + Fix training 2024-02-25 17:42:47 +00:00
Cadene eec134d72b small change 2024-02-25 14:20:14 +00:00
Cadene ed80db2846 Sanitize cfg.env 2024-02-25 12:02:29 +00:00
Cadene 9b469c4232 Fix pusht.yaml 2024-02-25 11:49:39 +00:00
Cadene 0eb9b5d1a5 Sanitize cfg.wandb 2024-02-25 11:15:09 +00:00
Cadene e765e26b0b Sanitize cfg.policy, Fix skip_frame pusht.yaml 2024-02-25 11:09:02 +00:00
Cadene 598bb496b0 Add policies/factory, Add test, Add _self_ in config 2024-02-25 10:50:23 +00:00
Cadene 64b5920e94 format 2024-02-24 18:19:18 +00:00
Cadene aed02dc7c6 Add multithreading for video generation, Speed policy sampling 2024-02-24 18:18:39 +00:00
Cadene 591985c67d Fix done in pusht, Fix --time in sbatch 2024-02-22 17:58:26 +00:00
Cadene 63d18475cc fix simxarm factory 2024-02-22 13:04:24 +00:00
Cadene 96c53ad06f remove comments 2024-02-22 12:15:14 +00:00
Cadene e3643d6146 Wandb works, One output dir 2024-02-22 12:14:12 +00:00
Cadene ece89730e6 Add pusht dataset (TODO verify reward is aligned), Refactor visualize_dataset, Add video_dir, fps, state_dim, action_dim to config (Training works) 2024-02-21 00:49:40 +00:00
Cadene 3dc14b5576 Add Prod transform, Add test_factory 2024-02-20 14:22:16 +00:00
Cadene 3da6ffb2cb Fix unit tests, Refactor, Add pusht env, (TODO pusht replay buffer, image preprocessing) 2024-02-20 12:26:57 +00:00
Cadene fdfb2010fd black 2024-02-18 01:24:19 +00:00
Cadene a5c305a7a4 offline training + online finetuning converge to 33 reward! 2024-02-18 01:23:44 +00:00
Cadene 0b4084f0f8 Clean + alpha beta corresponds to config (before 0.7 and 0.9) 2024-02-16 16:27:54 +00:00
Cadene c202c2b3c2 Online finetuning runs (sometimes crash because of nans) 2024-02-16 15:13:24 +00:00
Cadene 228c045674 Eval reproduced! Train running (but not reproduced) 2024-02-10 15:46:24 +00:00
Cadene 937b2f8cba Add option for random policy 2024-01-31 13:54:32 +00:00
Cadene 5a5b190f70 Add common, refactor eval with eval_policy 2024-01-31 13:48:12 +00:00
Cadene 1e52499490 eval.mp4 works! 2024-01-30 23:30:14 +00:00
Cadene 1144819c29 First real commit, simxarm env added with torchrl! 2024-01-29 12:49:30 +00:00