f5e76393eb
Release cleanup ( #132 )
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Co-authored-by: Kashif Rasul <kashif.rasul@gmail.com>
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
Co-authored-by: Adil Zouitine <adilzouitinegm@gmail.com>
Co-authored-by: Cadene <re.cadene@gmail.com>
2024-05-06 03:03:14 +02:00
6e6feae09e
Remove additional frame from eval render ( #137 )
2024-05-05 13:49:53 +02:00
f6fe162432
Rename Diffusion Policy model repository ( #136 )
2024-05-05 12:06:58 +01:00
f3bba0270d
Remove EMA model from Diffusion Policy ( #134 )
2024-05-05 11:26:12 +01:00
d747195c57
Fix loops in eval.py ( #128 )
2024-05-04 15:21:10 +01:00
c77633c38c
Add regression tests ( #119 )
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- Add `tests/scripts/save_policy_to_safetensor.py` to generate test artifacts
- Add `test_backward_compatibility to test generated outputs from the policies against artifacts
2024-05-04 16:20:30 +02:00
19812ca470
Add dataset visualization with rerun.io ( #131 )
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Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
2024-05-04 16:07:14 +02:00
bccee745c3
Refactor eval.py ( #127 )
2024-05-03 17:33:16 +01:00
b2cda12f87
Add video decoding to LeRobotDataset ( #92 )
2024-05-03 00:50:19 +02:00
d1855a202a
Refactor TD-MPC ( #103 )
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Co-authored-by: Cadene <re.cadene@gmail.com>
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
2024-05-01 16:40:04 +01:00
a4891095e4
Use PytorchModelHubMixin to save models as safetensors ( #125 )
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Co-authored-by: Remi <re.cadene@gmail.com>
2024-05-01 16:17:18 +01:00
9d60dce6f3
Tidy up yaml configs ( #121 )
2024-04-30 16:08:59 +01:00
e4e739f4f8
Refactor push_dataset_to_hub ( #118 )
2024-04-30 14:25:41 +02:00
2765877f28
Speed up CI, add more checks ( #115 )
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- Split pytest and end-to-end tests into separate jobs
- Add poetry check to ensure pyproject.toml and poetry.lock are in sync
- Add ruff format --diff to ensure style formatting is applied (fails if ruff would reformat anything)
2024-04-29 23:05:55 +02:00
508bd92d03
Remove `update` method from the policy ( #99 )
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Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-04-29 12:27:58 +02:00
791506dfb8
Remove warnings ( #111 )
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- Replace `use_pretrained_backbone` with `pretrained_backbone_weights`
- Bump diffusers' minimum version `0.26.3` -> `0.27.2`
- Add ignore flags in CI's pytest
- Change Box observation spaces in simulation environments
- Set `version_base="1.2"` in Hydra initializations
- Bump einops' minimum version `0.7.0` -> `0.8.0`
2024-04-29 00:31:33 +02:00
55dc9f7f51
Refactor the download and publication of the datasets and convert it into CLI script ( #95 )
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Co-authored-by: Remi <re.cadene@gmail.com>
2024-04-29 00:08:17 +02:00
45f351c618
Make sure targets are normalized too ( #106 )
2024-04-26 11:18:39 +01:00
e760e4cd63
Move normalization to policy for act and diffusion ( #90 )
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Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-04-25 11:47:38 +02:00
c1bcf857c5
Fix online training ( #94 )
2024-04-23 18:54:55 +02:00
1030ea0070
Loads episode_data_index and stats during dataset __init__ ( #85 )
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Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-04-23 14:13:25 +02:00
e2168163cd
Quality of life patches for eval.py ( #86 )
2024-04-19 12:33:47 +01:00
7ad1909641
Tests cleaning & simplification ( #81 )
2024-04-18 14:47:42 +02:00
0928afd37d
Improve dataset examples ( #82 )
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Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-04-18 11:43:16 +02:00
bff4b673c9
Merge remote-tracking branch 'upstream/main' into unify_policy_api
2024-04-17 08:08:57 +01:00
91badebdfc
fix tests
2024-04-16 17:29:31 +00:00
36d9e885ef
Address comments
2024-04-16 17:20:54 +00:00
b241ea46dd
move download_and_upload_dataset.py to root_dir
2024-04-16 17:20:53 +00:00
e09d25267e
fix online training
2024-04-16 17:20:53 +00:00
4a3eac4743
fix unit tests, stats was missing, visualize_dataset was broken
2024-04-16 17:20:53 +00:00
0980fff6cc
HF datasets works
2024-04-16 17:19:40 +00:00
c7a8218620
typo
2024-04-16 17:19:39 +00:00
67d79732f9
Add download_and_upload_dataset.py in script, update all datasets, update online training
2024-04-16 17:19:39 +00:00
23be5e1e7b
backup wip
2024-04-16 16:31:44 +01:00
9241b5e830
pass step as kwarg
2024-04-15 09:52:54 +01:00
6d0a45a97d
ready for review
2024-04-12 11:36:52 +01:00
94cc22da9e
Merge remote-tracking branch 'upstream/main' into refactor_dp
2024-04-11 17:52:10 +01:00
976a197f98
backup wip
2024-04-11 17:51:35 +01:00
8e5b4365ac
fix
2024-04-11 13:57:22 +00:00
949f4d1a5b
remove comment
2024-04-10 17:21:36 +00:00
4c3d8b061e
Update lerobot/scripts/eval.py
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Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
2024-04-10 18:07:27 +02:00
8866b22db1
remove policy is None eval end-to-end tests
2024-04-10 15:09:04 +00:00
693f620df0
drop_last=False
2024-04-10 14:59:54 +00:00
48ec479660
fix end-to-end aloha
2024-04-10 14:26:30 +00:00
a18bcb39a7
cfg.env.fps
2024-04-10 14:02:11 +00:00
c08003278e
test_examples are passing
2024-04-10 13:45:45 +00:00
7c8eb7ff19
Merge remote-tracking branch 'origin/user/rcadene/2024_03_31_remove_torchrl' into user/rcadene/2024_03_31_remove_torchrl
2024-04-10 11:34:51 +00:00
06573d7f67
online training works (loss goes down), remove repeat_action, eval_policy outputs episodes data, eval_policy uses max_episodes_rendered
2024-04-10 11:34:01 +00:00
e6c6c2367f
Merge remote-tracking branch 'upstream/user/rcadene/2024_03_31_remove_torchrl' into refactor_act
2024-04-09 08:36:28 +01:00
253e495df2
remove render(mode=visualization)
2024-04-09 03:46:05 +00:00
91e0e4e175
rever change
2024-04-08 15:05:40 +01:00
86365adf9f
revision
2024-04-08 14:44:46 +01:00
863f28ffd8
ready for review
2024-04-08 13:10:19 +01:00
1bab4a1dd5
Eval reproduction works with gym_aloha
2024-04-08 10:23:26 +01:00
e982c732f1
Merge remote-tracking branch 'Cadene/user/rcadene/2024_03_31_remove_torchrl' into refactor_act_remove_torchrl
2024-04-08 09:25:45 +01:00
8d2463f45b
backup wip
2024-04-05 18:46:30 +01:00
ab2286025b
Merge remote-tracking branch 'Cadene/user/rcadene/2024_03_31_remove_torchrl' into refactor_act_remove_torchrl
2024-04-05 18:06:00 +01:00
1e71196fe3
backup wip
2024-04-05 17:38:29 +01:00
26602269cd
test_envs.py are passing, remove simxarm and pusht directories
2024-04-05 16:21:07 +00:00
4863e54ce9
Merge remote-tracking branch 'Cadene/user/rcadene/2024_03_31_remove_torchrl' into refactor_act_remove_torchrl
2024-04-05 12:00:31 +01:00
ad3379a73a
fix memory leak due to itertools.cycle
2024-04-05 10:59:32 +00:00
9d77f5773d
Merge remote-tracking branch 'Cadene/user/rcadene/2024_03_31_remove_torchrl' into refactor_act_remove_torchrl
2024-04-05 11:41:11 +01:00
5af00d0c1e
fix train.py, stats, eval.py (training is running)
2024-04-05 09:31:39 +00:00
1cdfbc8b52
WIP
...
WIP
WIP train.py works, loss going down
WIP eval.py
Fix
WIP (eval running, TODO: verify results reproduced)
Eval works! (testing reproducibility)
WIP
pretrained model pusht reproduces same results as torchrl
pretrained model pusht reproduces same results as torchrl
Remove AbstractPolicy, Move all queues in select_action
WIP test_datasets passed (TODO: re-enable NormalizeTransform)
2024-04-04 15:31:03 +00:00
2b928eedd4
backup wip
2024-04-02 19:11:53 +01:00
b7c9c33072
revision
2024-03-27 18:33:48 +00:00
6cd671040f
fix revision
2024-03-27 13:22:14 +00:00
1ed0110900
finish examples 2 and 3
2024-03-26 16:13:40 +00:00
4a8c5e238e
issue with cat_and_write_video
2024-03-26 10:12:16 +00:00
1a1308d62f
fix environment seeding
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add fixes for reproducibility
only try to start env if it is closed
revision
fix normalization and data type
Improve README
Improve README
Tests are passing, Eval pretrained model works, Add gif
Update gif
Update gif
Update gif
Update gif
Update README
Update README
update minor
Update README.md
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
Update README.md
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
Address suggestions
Update thumbnail + stats
Update thumbnail + stats
Update README.md
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
Add more comments
Add test_examples.py
2024-03-26 10:10:43 +00:00
c5635b7d94
Minor fixes for #47
2024-03-25 18:50:47 +01:00
7cdd6d2450
Renamed set_seed -> set_global_seed
2024-03-25 17:19:28 +01:00
be6364f109
fix, it's training now!
2024-03-25 12:28:07 +01:00
4a48b77540
fix normalization and data type
2024-03-25 09:44:03 +00:00
bd40ffc53c
revision
2024-03-22 15:43:45 +00:00
d43fa600a0
only try to start env if it is closed
2024-03-22 15:32:55 +00:00
e698d38a35
Merge remote-tracking branch 'upstream/main' into fix_environment_seeding
2024-03-22 15:11:15 +00:00
15ff3b3af8
add fixes for reproducibility
2024-03-22 15:06:57 +00:00
115927d0f6
make sure to pass stats.pth arg
2024-03-22 12:58:59 +00:00
529f42643d
revision
2024-03-22 12:33:25 +00:00
8720c568d0
Add ability to eval hub model
2024-03-22 10:26:55 +00:00
41912b962b
remove TODO
2024-03-21 13:51:26 +00:00
72d3c3120b
Merge remote-tracking branch 'upstream/main' into fix_pusht_diffusion
2024-03-21 10:20:52 +00:00
acf1174447
ready for review
2024-03-21 10:18:50 +00:00
4631d36c05
Add get_safe_torch_device in policies
2024-03-20 18:38:55 +01:00
d323993569
backup wip
2024-03-20 15:01:27 +00:00
4b7ec81dde
remove abstracmethods, fix online training
2024-03-20 14:49:41 +00:00
5332766a82
revision
2024-03-20 09:45:45 +00:00
b1ec3da035
remove internal rendering hooks
2024-03-20 09:23:23 +00:00
52e149fbfd
Only save video frames in first rollout
2024-03-20 08:32:11 +00:00
4f1955edfd
Clear action queue when environment is reset
2024-03-20 08:31:06 +00:00
b54cdc9a0f
break_when_any_done==True for batch_size==1
2024-03-19 19:08:25 +00:00
896a11f60e
backup wip
2024-03-19 18:50:04 +00:00
ea17f4ce50
backup wip
2024-03-19 16:02:09 +00:00
88347965c2
revert dp changes, make act and tdmpc batch friendly
2024-03-18 19:18:21 +00:00
09ddd9bf92
Merge branch 'main' into user/alexander-soare/multistep_policy_and_serial_env
2024-03-18 18:27:50 +00:00
8e346b379d
switch between train and eval
2024-03-18 09:45:17 +00:00
ba91976944
wip: still needs batch logic for act and tdmp
2024-03-14 15:24:10 +00:00
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
816b2e9d63
fix more bugs in normalization
2024-03-11 11:03:51 +00:00
f95ecd66fc
Improve visualize_dataset, Improve AbstractReplayBuffer, Small improvements
2024-03-06 10:15:57 +00:00
2bcf2631b9
minor comment
2024-03-04 22:34:44 +00:00
e990f3e148
Merge pull request #6 from Cadene/user/rcadene/2024_03_04_diffusion
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Make diffusion work
2024-03-04 18:30:40 +01:00
cfc304e870
Refactor env queue, Training diffusion works (Still not converging)
2024-03-04 11:00:51 +00:00
4c400b41a5
Improve log msg in train.py
2024-03-03 13:22:09 +00:00
cbbed590a9
Add mode to NormalizeTransform with mean_std or min_max (Not fully tested)
2024-03-03 13:19:02 +00:00
b859e89936
Fix for PR #5
2024-03-03 13:05:21 +01:00
b33ec5a630
Add run on cpu-only compatibility
2024-03-03 12:47:26 +01:00
80785f8d0e
Small fix, Refactor diffusion, Diffusion runs (TODO: remove normalization in diffusion)
2024-03-02 17:04:39 +00:00
45b4ecb727
pre-commit run -a
2024-03-02 15:58:21 +00:00
1ae6205269
Add Normalize, non_blocking=True in tdmpc, tdmpc run (TODO: diffusion)
2024-03-02 15:53:29 +00:00
ae050d2e94
Solve conflicts + pre-commit run -a
2024-02-29 23:31:32 +00:00
0b9027f05e
Clean logging, Refactor
2024-02-29 23:21:27 +00:00
7e024fdce6
Ran pre-commit run --all-files
2024-02-29 13:37:48 +01:00
5798979e9c
comment
2024-02-28 18:31:54 +00:00
cf5063e50e
Add diffusion policy (train and eval works, TODO: reproduce results)
2024-02-28 15:21:42 +00:00
f1708c8a37
install fix
2024-02-28 12:35:49 +01:00
e543c9a42c
small fix %
2024-02-27 11:54:31 +00:00
7df542445c
Small fix and improve logging message
2024-02-27 11:44:26 +00:00
21670dce90
Refactor train, eval_policy, logger, Add diffusion.yaml (WIP)
2024-02-26 01:10:09 +00:00
b16c334825
Refactor configs to have env in seperate yaml + Fix training
2024-02-25 17:42:47 +00:00
ed80db2846
Sanitize cfg.env
2024-02-25 12:02:29 +00:00
598bb496b0
Add policies/factory, Add test, Add _self_ in config
2024-02-25 10:50:23 +00:00
64b5920e94
format
2024-02-24 18:19:18 +00:00
aed02dc7c6
Add multithreading for video generation, Speed policy sampling
2024-02-24 18:18:39 +00:00
63d18475cc
fix simxarm factory
2024-02-22 13:04:24 +00:00
e3643d6146
Wandb works, One output dir
2024-02-22 12:14:12 +00:00
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
3dc14b5576
Add Prod transform, Add test_factory
2024-02-20 14:22:16 +00:00
3da6ffb2cb
Fix unit tests, Refactor, Add pusht env, (TODO pusht replay buffer, image preprocessing)
2024-02-20 12:26:57 +00:00
a5c305a7a4
offline training + online finetuning converge to 33 reward!
2024-02-18 01:23:44 +00:00
0b4084f0f8
Clean + alpha beta corresponds to config (before 0.7 and 0.9)
2024-02-16 16:27:54 +00:00
c202c2b3c2
Online finetuning runs (sometimes crash because of nans)
2024-02-16 15:13:24 +00:00
228c045674
Eval reproduced! Train running (but not reproduced)
2024-02-10 15:46:24 +00:00
937b2f8cba
Add option for random policy
2024-01-31 13:54:32 +00:00
5a5b190f70
Add common, refactor eval with eval_policy
2024-01-31 13:48:12 +00:00
1e52499490
eval.mp4 works!
2024-01-30 23:30:14 +00:00
1144819c29
First real commit, simxarm env added with torchrl!
2024-01-29 12:49:30 +00:00
Simon Alibert
Alexander Soare
Remi
Quentin Gallouédec
Adil Zouitine
Simon Alibert