c0101f0948
Fix ACT temporal ensembling ( #319 )
2024-07-16 10:27:21 +01:00
5e54e39795
Add real robot devices and scripts to control real robot ( #288 )
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Co-authored-by: Simon Alibert <alibert.sim@gmail.com>
2024-07-15 17:43:10 +02:00
5ffcb48a9a
Add available list of raw repo ids ( #312 )
2024-07-13 11:30:50 +02:00
471eab3d7e
Make ACT compatible with "observation.environment_state" ( #314 )
2024-07-11 13:12:22 +01:00
64425d5e00
Bug fix: fix error when setting select_target_actions_indices in vqbet ( #310 )
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Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-07-10 17:56:11 +01:00
e410e5d711
Improve video benchmark ( #282 )
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Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
Co-authored-by: Remi <re.cadene@gmail.com>
2024-07-09 20:20:25 +02:00
cc2f6e7404
Train diffusion pusht_keypoints ( #307 )
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Co-authored-by: Remi <re.cadene@gmail.com>
2024-07-09 12:35:50 +01:00
a4d77b99f0
Include `observation.environment_state` with keypoints in PushT dataset ( #303 )
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Co-authored-by: Remi <re.cadene@gmail.com>
2024-07-09 08:27:40 +01:00
7bd5ab16d1
Fix generation of dataset test artifact ( #306 )
2024-07-05 11:02:26 +01:00
74362ac453
Add VQ-BeT copyrights ( #299 )
2024-07-04 13:02:31 +02:00
964f9e86d6
Cleanup config defaults ( #300 )
2024-07-04 11:53:29 +02:00
342f429f1c
Add test to make sure policy dataclass configs match yaml configs ( #292 )
2024-06-26 09:09:40 +01:00
7d1542cae1
Add VQ-BeT ( #166 )
2024-06-26 08:55:02 +01:00
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
2abef3bef9
Enable `video_reader` backend ( #220 )
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Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-06-19 17:15:25 +02:00
48951662f2
Bug fix: missing attention mask in VAE encoder in ACT policy ( #279 )
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Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-06-19 12:07:21 +01:00
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
b72d574891
fix Unet global_cond_dim to use state dim, not action dim ( #278 )
2024-06-17 15:17:28 +01:00
15dd682714
Add multi-image support to diffusion policy ( #218 )
2024-06-17 08:11:20 +01:00
e28fa2344c
added visualization for min and max transforms ( #271 )
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Co-authored-by: Simon Alibert <alibert.sim@gmail.com>
2024-06-17 09:09:57 +02:00
125bd93e29
Improve `push_dataset_to_hub` API + Add unit tests ( #231 )
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Co-authored-by: Remi <re.cadene@gmail.com>
Co-authored-by: Simon Alibert <alibert.sim@gmail.com>
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
2024-06-13 15:18:02 +02:00
c38f535c9f
FIx make_dataset to match transforms config ( #264 )
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Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
2024-06-12 19:45:42 +02:00
ff8f6aa6cd
Add data augmentation in LeRobotDataset ( #234 )
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Co-authored-by: Simon Alibert <alibert.sim@gmail.com>
Co-authored-by: Remi Cadene <re.cadene@gmail.com>
2024-06-11 19:20:55 +02:00
54c9776bde
Improves Type Annotations ( #252 )
2024-06-10 19:09:48 +01:00
055a6f60c6
add root argument to the dataset visualizer to visualize local datasets ( #249 )
2024-06-10 10:44:32 +02:00
e54d6ea1eb
Make `display_sys_info.py` install-agnostic ( #253 )
2024-06-07 15:02:17 +02:00
1eb4bfe2e4
Fix videos_dir documentation ( #247 )
2024-06-05 08:25:20 +01:00
21f222fa1d
Add out_dir option to eval ( #244 )
2024-06-04 21:01:53 +02:00
33362dbd17
Adding parameter dataloading_s to console logs and wandb for tracking… ( #243 )
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Co-authored-by: Remi <re.cadene@gmail.com>
2024-06-04 17:02:05 +01:00
b0d954c6e1
Fix bug in normalize to avoid divide by zero ( #239 )
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Co-authored-by: rj <rj@teleopstrio-razer.lan>
Co-authored-by: Remi <re.cadene@gmail.com>
2024-06-04 12:21:28 +02:00
bd3111f28b
Fix `visualize_dataset.py --help` ( #241 )
2024-06-03 16:35:16 +02:00
cf15cba5fc
Remove redundant slicing operation in Diffusion Policy ( #240 )
2024-06-03 13:04:24 +01:00
d585c73f9f
Add real-world support for ACT on Aloha/Aloha2 ( #228 )
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Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-05-31 15:31:02 +02:00
504d2aaf48
add EpisodeAwareSampler ( #217 )
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Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-05-31 13:43:47 +01:00
83f4f7f7e8
Add precision param to format_big_number ( #232 )
2024-05-31 10:19:01 +02:00
633115d861
Fix chaining in MultiLerobotDataset ( #233 )
2024-05-31 09:03:28 +01:00
57fb5fe8a6
Improve documentation on VAE encoder inputs ( #215 )
2024-05-30 19:16:44 +02:00
111cd58f8a
Add `MultiLerobotDataset` for training with multiple `LeRobotDataset`s ( #229 )
2024-05-30 16:12:21 +01:00
265b0ec44d
Refactor env to add key word arguments from config yaml ( #223 )
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Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
2024-05-30 13:45:22 +02:00
2c2e4e14ed
Add `aloha_dora_format.py` ( #201 )
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Co-authored-by: Thomas Wolf <thomwolf@users.noreply.github.com>
2024-05-30 11:26:39 +02:00
3d625ae6d3
Handle `crop_shape=None` in Diffusion Policy ( #219 )
2024-05-28 18:27:33 +01:00
e3b9f1c19b
Add resume training ( #205 )
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Co-authored-by: Remi <re.cadene@gmail.com>
2024-05-28 12:04:23 +01:00
3b86050ab0
throw an error if config.do_maks_loss and action_is_pad not provided in batch ( #213 )
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Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-05-27 09:06:26 +01:00
b6c216b590
Add Automatic Mixed Precision option for training and evaluation. ( #199 )
2024-05-20 18:57:54 +01:00
2b270d085b
Disable online training ( #202 )
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Co-authored-by: Remi <re.cadene@gmail.com>
2024-05-20 18:27:54 +01:00
c4da689171
Hot fix to compute validation loss example test ( #200 )
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Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-05-20 18:30:11 +02:00
9b62c25f6c
Adds split_by_episodes to LeRobotDataset ( #158 )
2024-05-20 14:04:04 +02:00
01eae09ba6
Fix aloha real-world datasets ( #175 )
2024-05-20 13:48:09 +02:00
096149b118
Disable wandb by default ( #195 )
2024-05-17 18:01:39 +01:00
5ec0af62c6
Explain why n_encoder_layers=1 ( #193 )
2024-05-17 15:05:40 +01:00
625f0557ef
Act temporal ensembling ( #186 )
2024-05-17 14:57:49 +01:00
4d7d41cdee
Fix act action queue ( #185 )
2024-05-16 15:43:25 +01:00
c9069df9f1
Port SpatialSoftmax and remove Robomimic dependency ( #182 )
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Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-05-16 15:34:10 +01:00
68c1b13406
Make policies compatible with other/multiple image keys ( #149 )
2024-05-16 13:51:53 +01:00
f52f4f2cd2
Add copyrights ( #157 )
2024-05-15 12:13:09 +02:00
fc5cf3d84a
Fixes issue #152 - error with creating wandb artifact ( #172 )
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Co-authored-by: Ashis Ghosh <ahsisghosh@live.com>
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
2024-05-12 08:13:12 +02:00
ced3de4c94
Fix hanging in visualize_dataset.py when num_workers > 0 ( #165 )
2024-05-11 19:28:22 +03:00
1249aee3ac
Enable logging all the information returned by the `forward` methods of policies ( #151 )
2024-05-10 07:45:32 +01:00
b187942db4
Add context manager for seeding ( #164 )
2024-05-09 17:58:39 +01:00
473345fdf6
Fix stats override in ACT config ( #161 )
2024-05-09 15:16:47 +01:00
e89521dfa0
Enable tests for TD-MPC ( #160 )
2024-05-09 13:42:12 +01:00
0ea7a8b2a3
refactor: update configuration_tdmpc.py ( #153 )
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Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-05-08 18:13:51 +01:00
460df2ccea
Support for DDIMScheduler in Diffusion Policy ( #146 )
2024-05-08 18:05:16 +01:00
f5de57b385
Fix SpatialSoftmax input shape ( #150 )
2024-05-08 14:57:29 +01:00
47de07658c
Override pretrained model config ( #147 )
2024-05-08 12:56:21 +01:00
26d9a070d8
Add policy and dataset tags to WandB logging ( #144 )
2024-05-07 09:09:21 +01:00
a8e245fb31
Remove loss masking from diffusion policy ( #135 )
2024-05-06 07:27:01 +01:00
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
6eaffbef1d
Add 25 real world datasets (static + mobile aloha) ( #133 )
2024-05-05 19:13:11 +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
c015252e20
Remove batch length restrictions in select_action ( #123 )
2024-05-04 15:33:55 +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
c1668924ab
Fix missing `policy.to(device)` in policy factory ( #126 )
2024-05-01 17:26:58 +01:00
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
01d5490d44
Follow `transformers` single file naming conventions ( #124 )
2024-05-01 13:09:42 +01:00
986583dc5c
Nest ACT model in ACT Policy ( #122 )
2024-04-30 17:17:40 +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
1ec5f77f7c
Remove mask check key in XarmProcessor ( #117 )
2024-04-29 22:00:37 +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
5b4fd8891d
Update UmiProcessor default fps to 10 ( #116 )
2024-04-29 12:11:34 +02:00
ccffa9e406
Fix policy defaults ( #113 )
2024-04-29 08:26:59 +01:00
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
81e490d46f
Add UMI-gripper dataset ( #83 )
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Co-authored-by: Remi <re.cadene@gmail.com>
2024-04-28 18:41:07 +02:00
45f351c618
Make sure targets are normalized too ( #106 )
2024-04-26 11:18:39 +01:00
659c69a1c0
Refactor datasets into LeRobotDataset ( #91 )
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Co-authored-by: Alexander Soare <alexander.soare159@gmail.com>
2024-04-25 12:23:12 +02:00
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
8d980940a2
Fix tolerance for delta_timestamps ( #84 )
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Co-authored-by: Remi <re.cadene@gmail.com>
2024-04-18 18:48:22 +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
dd9c6eed15
Add temporary patch in TD-MPC
2024-04-17 16:27:57 +01:00
2298ddf226
wip
2024-04-17 16:21:37 +01:00
63e5ec6483
revert some formatting changes
2024-04-17 11:40:49 +01:00
c50a13ab31
draft
2024-04-17 10:50:54 +01:00
296bbfe1ad
Merge branch 'fix_stats_saving' into unify_policy_api
2024-04-17 09:08:04 +01:00
c9454333d8
revision
2024-04-17 09:02:35 +01:00
1331d3b4e4
fix issue with saving freshly computed stats
2024-04-17 08:49:28 +01:00
bff4b673c9
Merge remote-tracking branch 'upstream/main' into unify_policy_api
2024-04-17 08:08:57 +01:00
3f1c322d56
Merge pull request #73 from huggingface/user/rcadene/2024_04_14_hf_datasets
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Use Hugging Face datasets.Dataset
2024-04-16 21:54:37 +02:00
fbc31d906c
Merge pull request #74 from huggingface/user/aliberts/2024_04_15_setup_contributions
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Setup contributions
2024-04-16 19:51:13 +02:00
91badebdfc
fix tests
2024-04-16 17:29:31 +00:00
4327e43f19
fix merge thingy
2024-04-16 17:24:25 +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
5edd9a89a0
Move stats_dataset init into else statement -> faster init
2024-04-16 17:19:39 +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
c6aca7fe44
For Pusht: use hf datasets to train, rename load_data_with_delta_timestamps -> load_previous_and_future_frames
2024-04-16 17:19:06 +00:00
cb3978b5f3
backup wip
2024-04-16 18:12:39 +01:00
0eb899de73
Merge remote-tracking branch 'upstream/main' into unify_policy_api
2024-04-16 17:30:41 +01:00
a9496fde39
revision 1
2024-04-16 17:15:51 +01:00
23be5e1e7b
backup wip
2024-04-16 16:31:44 +01:00
9c2f10bd04
ready for review
2024-04-16 13:43:58 +01:00
03b08eb74e
backup wip
2024-04-16 12:51:32 +01:00
376d75f8d3
Add env info
2024-04-16 10:35:43 +02:00
5608e659e6
backup wip
2024-04-15 19:06:44 +01:00
14f3ffb412
Merge remote-tracking branch 'upstream/main' into refactor_dp
2024-04-15 17:08:28 +01:00
30023535f9
revision 1
2024-04-15 10:56:43 +01:00
40d417ef60
Make sure to make remove all traces of omegaconf from policy config
2024-04-15 09:59:18 +01:00
9241b5e830
pass step as kwarg
2024-04-15 09:52:54 +01:00
ef4bd9e25c
Use dataclass config for ACT
2024-04-15 09:39:23 +01:00
34f00753eb
remove policy.py
2024-04-12 17:13:25 +01:00
55e484124a
draft pr
2024-04-12 17:03:59 +01:00
6d0a45a97d
ready for review
2024-04-12 11:36:52 +01:00
5666ec3ec7
backup wip
2024-04-11 18:33:54 +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
c1a618e567
fix pusht images type from float32 to uint8, update gym-pusht dependencies
2024-04-11 14:29:16 +00:00
8e5b4365ac
fix
2024-04-11 13:57:22 +00:00
657b27cc8f
fix load_data_with_delta_timestamps and add tests
2024-04-11 13:00:09 +00:00
9229226522
Update lerobot/common/envs/utils.py
2024-04-11 10:35:17 +02:00
949f4d1a5b
remove comment
2024-04-10 17:21:36 +00:00
3914831585
remove __name__ outside script
2024-04-10 17:16:44 +00:00
f8c5a2eb10
remove comment
2024-04-10 17:14:02 +00:00
9874652c2f
enable test_compute_stats
...
enable test_compute_stats
2024-04-10 17:12:54 +00:00
4c3d8b061e
Update lerobot/scripts/eval.py
...
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
2024-04-10 18:07:27 +02:00
0f0113a7a6
print_cuda_memory_usage docstring
2024-04-10 16:03:39 +00:00
e8622154f8
Replace import gym_pusht in pusht dataset by dynamic import
2024-04-10 15:56:18 +00:00
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
6082a7bc73
Enable test_available.py
2024-04-10 13:06:48 +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
575891e8ac
Merge remote-tracking branch 'upstream/user/rcadene/2024_03_31_remove_torchrl' into refactor_act
2024-04-09 15:19:29 +01:00
d9019d9e7e
disable env_checker in factory
2024-04-09 10:24:28 +02:00
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
6902e01db0
tests are passing for aloha/act policies, removes abstract policy
2024-04-09 03:28:56 +00:00
73dfa3c8e3
tests for tdmpc and diffusion policy are passing
2024-04-09 02:50:32 +00:00
50e4c8050c
Merge remote-tracking branch 'upstream/user/rcadene/2024_03_31_remove_torchrl' into refactor_act
2024-04-08 17:13:11 +01:00
1149894e1d
rename handle -> task
2024-04-08 14:54:52 +00:00
9c96349926
Merge remote-tracking branch 'upstream/user/rcadene/2024_03_31_remove_torchrl' into refactor_act
2024-04-08 15:44:00 +01:00
3f6dfa4916
Add gym-aloha, rename simxarm -> xarm, refactor
2024-04-08 16:24:11 +02:00
5dff6d8339
remove aloha
2024-04-08 16:22:13 +02:00
70aaf1c4cb
test_datasets.py are passing!
2024-04-08 14:16:57 +00:00
91e0e4e175
rever change
2024-04-08 15:05:40 +01:00
0b4c42f4ff
typos
2024-04-08 14:59:37 +01:00
62b18a7607
Add type hints
2024-04-08 14:51:45 +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
e1ac5dc62f
fix aloha pixels env test
2024-04-07 17:20:54 +00:00
4371a5570d
Remove latency, tdmpc policy passes tests (TODO: make it work with online RL)
2024-04-07 16:01:22 +00:00
44656d2706
test_envs are passing
2024-04-05 23:27:12 +00:00
8d2463f45b
backup wip
2024-04-05 18:46:30 +01:00
ecc7dd3b17
Merge remote-tracking branch 'Cadene/user/rcadene/2024_03_31_remove_torchrl' into refactor_act_remove_torchrl
2024-04-05 18:35:13 +01:00
5eff40b3d6
rename task, sim_transfer -> transfer
2024-04-05 17:18:37 +00:00
a2d3588fca
wrap dm_control aloha into gymnasium (TODO: properly seeding the env)
2024-04-05 17:17:31 +00:00
29032fbcd3
wrap dm_control aloha into gymnasium (TODO: properly seeding the env)
2024-04-05 17:17:14 +00:00
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
f56b1a0e16
WIP tdmpc
2024-04-05 13:40:31 +00:00
ab3cd3a7ba
(WIP) Add gym-xarm
2024-04-05 15:35:20 +02:00
0b8d27ff2c
Merge remote-tracking branch 'Cadene/user/rcadene/2024_03_31_remove_torchrl' into refactor_act_remove_torchrl
2024-04-05 12:48:11 +01:00
c17dffe944
policies/utils.py
2024-04-05 11:47:15 +00:00
8ba88ba250
Merge remote-tracking branch 'Cadene/user/rcadene/2024_03_31_remove_torchrl' into refactor_act_remove_torchrl
2024-04-05 12:34:14 +01:00
a420714ee4
fix: action_is_pad was missing in compute_loss
2024-04-05 11:33:39 +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
edb125b351
backup wip
2024-04-05 11:03:28 +01:00
5af00d0c1e
fix train.py, stats, eval.py (training is running)
2024-04-05 09:31:39 +00:00
3a4dfa82fe
backup wip
2024-04-04 18:34:41 +01:00
c93ce35d8c
WIP stats (TODO: run tests on stats + cmpute them)
2024-04-04 16:36:03 +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
278336a39a
backup wip
2024-04-03 19:23:22 +01:00
110ac5ffa1
backup wip
2024-04-03 14:21:07 +01:00
c7d70a8db9
Merge remote-tracking branch 'upstream/main' into refactor_act
2024-04-03 10:08:12 +01:00
caf4ffcf65
add TODO
2024-04-03 09:56:46 +01:00
c50a62dd6d
clarifying math
2024-04-03 09:47:38 +01:00
e9eb262293
numerically sound mean computation
2024-04-03 09:44:20 +01:00
65ef8c30d0
backup wip
2024-04-02 19:13:49 +01:00
2b928eedd4
backup wip
2024-04-02 19:11:53 +01:00
a6edb85da4
Remove random sampling
2024-04-02 16:52:38 +01:00
95293d459d
fix stats computation
2024-04-02 16:40:33 +01:00
f1148b8c2d
Merge remote-tracking branch 'upstream/main' into finish_examples
2024-04-01 11:31:31 +01:00
6bddcb647e
Add test_aloha env test
2024-03-28 10:35:11 +01:00
b7c9c33072
revision
2024-03-27 18:33:48 +00:00
120f0aef5c
Merge remote-tracking branch 'upstream/main' into finish_examples
2024-03-27 17:52:36 +00:00
6cd671040f
fix revision
2024-03-27 13:22:14 +00:00
b6353964ba
fix bug: use provided revision instead of hardcoded one
2024-03-27 13:08:47 +00:00
64c8851c40
Merge branch 'tidy_diffusion_config' into update_diffusion_model
2024-03-27 13:06:08 +00:00
dc745e3037
Remove unused part of diffusion policy config
2024-03-27 13:05:13 +00:00
68d02c80cf
Remove b/c workaround
2024-03-27 12:03:19 +00:00
011f2d27fe
fix tests
2024-03-26 16:40:54 +00:00
1ed0110900
finish examples 2 and 3
2024-03-26 16:13:40 +00:00
9ced0cf1fb
unskip
2024-03-26 10:45:31 +00:00
5a46b8a2a9
fix tests
2024-03-26 10:24:46 +00:00
4a8c5e238e
issue with cat_and_write_video
2024-03-26 10:12:16 +00:00
1a1308d62f
fix environment seeding
...
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
98b9631aa6
Add n_obs_steps in default.yaml config
2024-03-26 10:08:00 +01:00
c5635b7d94
Minor fixes for #47
2024-03-25 18:50:47 +01:00
bcfdba109f
Update pre-commit & run on all files
2024-03-25 17:29:35 +01:00
7cdd6d2450
Renamed set_seed -> set_global_seed
2024-03-25 17:19:28 +01:00
058ac991eb
Add simxarm back into tests
2024-03-25 16:35:46 +01:00
d3adaf1379
Add stat.pth for xarm_lift_medium
2024-03-25 15:55:45 +01:00
dc89166bee
Upgrade gym to gymnasium
2024-03-25 15:12:21 +01:00
5ef813ff1e
Remove deprecated code
2024-03-25 13:22:49 +01:00
c0833f1c2d
Remove simxarm download and preproc hack
2024-03-25 12:41:17 +01:00
de5c30405e
fix wrong version
2024-03-25 12:35:06 +01:00
462e7469e8
Add xarm_lift_medium revision 1.0 to hub
2024-03-25 12:28:07 +01:00
be6364f109
fix, it's training now!
2024-03-25 12:28:07 +01:00
127de1258d
WIP
2024-03-25 12:28:07 +01:00
b905111895
fix render issue
2024-03-25 12:28:07 +01:00
0c41675986
fix __init__ import Base
2024-03-25 12:28:07 +01:00
1c24bbda3f
WIP Upgrading simxam from mujoco-py to mujoco python bindings
2024-03-25 12:28:07 +01:00
4a48b77540
fix normalization and data type
2024-03-25 09:44:03 +00:00
f3cfc8b3b4
Merge pull request #46 from huggingface/user/rcadene/2024_03_23_update_stats_v1.2
...
Fix bug with stats.pth + Move from cadene to lerobot + Update datasets to v1.2
2024-03-24 17:53:32 +01:00
d2ef43436c
move from cadene to lerobot
2024-03-23 13:34:35 +00:00
40f3783fca
v1.2
2024-03-23 11:41:56 +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
b9047fbdd2
fix environment seeding
2024-03-22 13:25:23 +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
4e10cd306b
revert changes to default.yaml
2024-03-21 10:27:07 +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
1bd50122be
Merge pull request #40 from huggingface/user/aliberts/2024_03_20_enable_mps_device
...
Enable mps backend for Apple silicon devices
2024-03-20 19:33:12 +01:00
4631d36c05
Add get_safe_torch_device in policies
2024-03-20 18:38:55 +01:00
82e6e01651
v1.1
2024-03-20 17:34:00 +00:00
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
32e3f71dd1
backup wip
2024-03-20 09:49:16 +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
d16f6a93b3
Merge remote-tracking branch 'upstream/main' into user/alexander-soare/multistep_policy_and_serial_env
2024-03-20 09:01:45 +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
c5010fee9a
fix seeding
2024-03-20 08:21:33 +00:00
18fa88475b
Move reset_warning_issued flag to class attribute
2024-03-20 08:09:38 +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
7d5d99e036
Address more comments
2024-03-19 16:53:07 +00:00
10034e85c4
Aloha done
2024-03-19 16:03:42 +00:00
ea17f4ce50
backup wip
2024-03-19 16:02:09 +00:00
6a1a29386a
Add replay_buffer directory in pusht datasets + aloha (WIP)
2024-03-19 15:49:45 +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
bae7e7b41c
Merge remote-tracking branch 'origin/main' into user/alexander-soare/multistep_policy_and_serial_env
2024-03-15 14:06:53 +00:00
3124f71ebd
Merge remote-tracking branch 'origin/main' into user/alexander-soare/multistep_policy_and_serial_env
2024-03-15 14:04:23 +00:00
4ecfd17f9e
fix wandb artifact name and add disable option
2024-03-15 13:56:55 +00:00
b752833f3f
fix download
2024-03-15 13:19:18 +00:00
a45896dc8d
Merge remote-tracking branch 'origin/main' into user/alexander-soare/multistep_policy_and_serial_env
2024-03-15 13:05:35 +00:00
5805a7ffb1
small fix in type + comments
2024-03-15 12:44:52 +00:00
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
b10c9507d4
Small fix
2024-03-15 00:36:55 +00:00
a311d38796
Add aloha + improve readme
2024-03-15 00:30:11 +00:00
19730b3412
Add pusht on hf dataset (WIP)
2024-03-14 16:59:37 +00:00
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
ba91976944
wip: still needs batch logic for act and tdmp
2024-03-14 15:24:10 +00:00
98484ac68e
ready for review
2024-03-12 21:59:01 +00:00
9512d1d2f3
Merge branch 'main' into user/alexander-soare/train_pusht
2024-03-12 19:41:27 +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
87fcc536f9
wip - still need to verify full training run
2024-03-11 18:45:21 +00:00
Alexander Soare
Remi
Seungjae Lee
Simon Alibert
Thomas Wolf
Jihoon Oh
Marina Barannikov
Wael Karkoub
Thomas Lips
amandip7
Ruijie
Radek Osmulski
Akshay Kashyap
AshisGhosh
Ikko Eltociear Ashimine
Adil Zouitine
Quentin Gallouédec
Simon Alibert