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104 Commits

Author SHA1 Message Date
Remi 77478d50e5
Refactor `record` with `add_frame` (#468) 
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
 2024-10-16 20:51:35 +02:00
Alexander Soare 9c7649f140
Make sure `init_hydra_config` does not require any keys (#376) 2024-08-23 12:27:08 +01:00
Zhuoheng Li a2592a5563
Provide more information to the user (#358) 
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
Co-authored-by: Remi <re.cadene@gmail.com>
 2024-08-23 11:00:35 +01:00
Alexander Soare f8a6574698
Add online training with TD-MPC as proof of concept (#338) 2024-07-25 11:16:38 +01:00
Alexander Soare 5f5efe7cb9
Improve error message when attempting to overwrite a training output folder (#322) 2024-07-16 16:50:31 +01:00
Seungjae Lee 7d1542cae1
Add VQ-BeT (#166) 2024-06-26 08:55:02 +01:00
Alexander Soare 9aa4cdb976
Checkpoint on final step of training even when it doesn't coincide with `save_freq`. (#284) 2024-06-20 08:27:01 +01:00
Thomas Wolf 11f1cb5dc9
Bug fix: fix setting different learning rates between backbone and main model in ACT policy (#280) 2024-06-18 13:31:35 +01:00
Wael Karkoub 54c9776bde
Improves Type Annotations (#252) 2024-06-10 19:09:48 +01:00
Alexander Soare 21f222fa1d
Add out_dir option to eval (#244) 2024-06-04 21:01:53 +02:00
amandip7 33362dbd17
Adding parameter dataloading_s to console logs and wandb for tracking… (#243) 
Co-authored-by: Remi <re.cadene@gmail.com>
 2024-06-04 17:02:05 +01:00
Radek Osmulski 504d2aaf48
add EpisodeAwareSampler (#217) 
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
 2024-05-31 13:43:47 +01:00
Alexander Soare 111cd58f8a
Add `MultiLerobotDataset` for training with multiple `LeRobotDataset`s (#229) 2024-05-30 16:12:21 +01:00
Remi 265b0ec44d
Refactor env to add key word arguments from config yaml (#223) 
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
 2024-05-30 13:45:22 +02:00
Alexander Soare e3b9f1c19b
Add resume training (#205) 
Co-authored-by: Remi <re.cadene@gmail.com>
 2024-05-28 12:04:23 +01:00
Alexander Soare b6c216b590
Add Automatic Mixed Precision option for training and evaluation. (#199) 2024-05-20 18:57:54 +01:00
Alexander Soare 2b270d085b
Disable online training (#202) 
Co-authored-by: Remi <re.cadene@gmail.com>
 2024-05-20 18:27:54 +01:00
Alexander Soare 68c1b13406
Make policies compatible with other/multiple image keys (#149) 2024-05-16 13:51:53 +01:00
Simon Alibert f52f4f2cd2
Add copyrights (#157) 2024-05-15 12:13:09 +02:00
Alexander Soare 1249aee3ac
Enable logging all the information returned by the `forward` methods of policies (#151) 2024-05-10 07:45:32 +01:00
Simon Alibert f5e76393eb
Release cleanup (#132) 
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
Alexander Soare f3bba0270d
Remove EMA model from Diffusion Policy (#134) 2024-05-05 11:26:12 +01:00
Simon Alibert c77633c38c
Add regression tests (#119) 
- 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
Alexander Soare bccee745c3
Refactor eval.py (#127) 2024-05-03 17:33:16 +01:00
Alexander Soare d1855a202a
Refactor TD-MPC (#103) 
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
Alexander Soare a4891095e4
Use PytorchModelHubMixin to save models as safetensors (#125) 
Co-authored-by: Remi <re.cadene@gmail.com>
 2024-05-01 16:17:18 +01:00
Alexander Soare 9d60dce6f3
Tidy up yaml configs (#121) 2024-04-30 16:08:59 +01:00
Simon Alibert 2765877f28
Speed up CI, add more checks (#115) 
- 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
Quentin Gallouédec 508bd92d03
Remove `update` method from the policy (#99) 
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
 2024-04-29 12:27:58 +02:00
Simon Alibert 791506dfb8
Remove warnings (#111) 
- 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
Alexander Soare 45f351c618
Make sure targets are normalized too (#106) 2024-04-26 11:18:39 +01:00
Remi e760e4cd63
Move normalization to policy for act and diffusion (#90) 
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
 2024-04-25 11:47:38 +02:00
Remi c1bcf857c5
Fix online training (#94) 2024-04-23 18:54:55 +02:00
Remi 1030ea0070
Loads episode_data_index and stats during dataset __init__ (#85) 
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
Alexander Soare e2168163cd
Quality of life patches for eval.py (#86) 2024-04-19 12:33:47 +01:00
Simon Alibert 7ad1909641
Tests cleaning & simplification (#81) 2024-04-18 14:47:42 +02:00
Remi 0928afd37d
Improve dataset examples (#82) 
Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
 2024-04-18 11:43:16 +02:00
Alexander Soare bff4b673c9 Merge remote-tracking branch 'upstream/main' into unify_policy_api 2024-04-17 08:08:57 +01:00
Cadene 36d9e885ef Address comments 2024-04-16 17:20:54 +00:00
Cadene c7a8218620 typo 2024-04-16 17:19:39 +00:00
Cadene 67d79732f9 Add download_and_upload_dataset.py in script, update all datasets, update online training 2024-04-16 17:19:39 +00:00
Alexander Soare 23be5e1e7b backup wip 2024-04-16 16:31:44 +01:00
Alexander Soare 9241b5e830 pass step as kwarg 2024-04-15 09:52:54 +01:00
Alexander Soare 6d0a45a97d ready for review 2024-04-12 11:36:52 +01:00
Alexander Soare 94cc22da9e Merge remote-tracking branch 'upstream/main' into refactor_dp 2024-04-11 17:52:10 +01:00
Alexander Soare 976a197f98 backup wip 2024-04-11 17:51:35 +01:00
Cadene 693f620df0 drop_last=False 2024-04-10 14:59:54 +00:00
Cadene 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
Cadene 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
Alexander Soare 86365adf9f revision 2024-04-08 14:44:46 +01:00