Add six ACT-GAZER clean-prior student models (teacher KL 0, student KL 0.01)
Browse files- ACT-GAZER/gazer_distractor_strong-beat_block_hammer-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/dataset_stats.pkl +3 -0
- ACT-GAZER/gazer_distractor_strong-beat_block_hammer-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/policy_best.ckpt +3 -0
- ACT-GAZER/gazer_distractor_strong-beat_block_hammer-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/training_complete.json +7 -0
- ACT-GAZER/gazer_distractor_strong-beat_block_hammer-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/training_config.json +115 -0
- ACT-GAZER/gazer_distractor_strong-click_bell-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/dataset_stats.pkl +3 -0
- ACT-GAZER/gazer_distractor_strong-click_bell-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/policy_best.ckpt +3 -0
- ACT-GAZER/gazer_distractor_strong-click_bell-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/training_complete.json +7 -0
- ACT-GAZER/gazer_distractor_strong-click_bell-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/training_config.json +122 -0
- ACT-GAZER/gazer_distractor_strong-lift_pot-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/dataset_stats.pkl +3 -0
- ACT-GAZER/gazer_distractor_strong-lift_pot-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/policy_best.ckpt +3 -0
- ACT-GAZER/gazer_distractor_strong-lift_pot-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/training_complete.json +7 -0
- ACT-GAZER/gazer_distractor_strong-lift_pot-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/training_config.json +122 -0
- ACT-GAZER/gazer_distractor_strong-place_container_plate-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/dataset_stats.pkl +3 -0
- ACT-GAZER/gazer_distractor_strong-place_container_plate-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/policy_best.ckpt +3 -0
- ACT-GAZER/gazer_distractor_strong-place_container_plate-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/training_complete.json +7 -0
- ACT-GAZER/gazer_distractor_strong-place_container_plate-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/training_config.json +122 -0
- ACT-GAZER/gazer_distractor_strong-place_empty_cup-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/dataset_stats.pkl +3 -0
- ACT-GAZER/gazer_distractor_strong-place_empty_cup-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/policy_best.ckpt +3 -0
- ACT-GAZER/gazer_distractor_strong-place_empty_cup-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/training_complete.json +7 -0
- ACT-GAZER/gazer_distractor_strong-place_empty_cup-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/training_config.json +122 -0
- ACT-GAZER/gazer_distractor_strong-stack_bowls_two-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/dataset_stats.pkl +3 -0
- ACT-GAZER/gazer_distractor_strong-stack_bowls_two-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/policy_best.ckpt +3 -0
- ACT-GAZER/gazer_distractor_strong-stack_bowls_two-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/training_complete.json +7 -0
- ACT-GAZER/gazer_distractor_strong-stack_bowls_two-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/training_config.json +122 -0
- README.md +2 -1
- manifest.json +192 -0
ACT-GAZER/gazer_distractor_strong-beat_block_hammer-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/dataset_stats.pkl
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version https://git-lfs.github.com/spec/v1
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size 616
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ACT-GAZER/gazer_distractor_strong-beat_block_hammer-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/policy_best.ckpt
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version https://git-lfs.github.com/spec/v1
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size 429649660
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ACT-GAZER/gazer_distractor_strong-beat_block_hammer-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/training_complete.json
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{
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"variant": "two_stage_student",
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"best_val": 0.24460561573505402,
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"completed_epoch": 5999,
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ACT-GAZER/gazer_distractor_strong-beat_block_hammer-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/training_config.json
ADDED
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{
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"visual_ib_stage": "student"
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"dataset_dir": "/N/scratch/cuican/robotwin_act_gazer/processed_data/gazer_distractor_strong/beat_block_hammer/aloha_agilex-joint",
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"camera_names": [
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"cam_head",
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"args": {
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"dataset_dir": "/geode3/home/u020/cuican/Quartz/RoboTwin/XPolicyLab/policy/ACT/processed_data/gazer_distractor_strong/beat_block_hammer/aloha_agilex-joint",
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"prior_dataset_dir": "/geode3/home/u020/cuican/Quartz/RoboTwin/XPolicyLab/policy/ACT/processed_data/gazer_clean/beat_block_hammer/aloha_agilex-joint",
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"prior_input_mode": "paired_clean",
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"ckpt_dir": "/N/scratch/cuican/robotwin_act_gazer/checkpoints/gazer_distractor_strong-beat_block_hammer-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0",
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"variant": "two_stage_student",
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"initialize_from": "/geode3/home/u020/cuican/Quartz/RoboTwin/XPolicyLab/policy/ACT_GAZER/checkpoints/gazer_distractor_strong-beat_block_hammer-aloha_agilex-joint-two_stage_teacher-allcam-cleanprior-noteacherkl-0/policy_best.ckpt",
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}
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ACT-GAZER/gazer_distractor_strong-click_bell-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/dataset_stats.pkl
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:aee49c6afa9a6f8e2e9901ef0dbdb06e28230ed868387741f9adfd4833ceed3d
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| 3 |
+
size 616
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ACT-GAZER/gazer_distractor_strong-click_bell-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/policy_best.ckpt
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:8e2f7951cc9229656cec3f0c410ecdab1a67d95325643595ce1ac1b27240be6b
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| 3 |
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size 429649660
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ACT-GAZER/gazer_distractor_strong-click_bell-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/training_complete.json
ADDED
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{
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"variant": "two_stage_student",
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| 3 |
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"best_val": 0.18442261219024658,
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"best_val_l1": 0.027024291455745697,
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"completed_epoch": 5999,
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}
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ACT-GAZER/gazer_distractor_strong-click_bell-aloha_agilex-joint-two_stage_student-allcam-cleanprior-noteacherkl-0/training_config.json
ADDED
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@@ -0,0 +1,122 @@
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{
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"policy_name": "ACT_GAZER",
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"independent_prior": true,
|
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|
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|
| 13 |
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},
|
| 14 |
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"dataset_dir": "/N/scratch/cuican/robotwin_act_gazer/processed_data/gazer_distractor_strong/click_bell/aloha_agilex-joint",
|
| 15 |
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"camera_names": [
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}
|
README.md
CHANGED
|
@@ -11,13 +11,14 @@ license: mit
|
|
| 11 |
|
| 12 |
# Sigma_0: ACT-GAZER and DP-GAZER
|
| 13 |
|
| 14 |
-
|
| 15 |
|
| 16 |
Code: [Cuixxx/Sigma_0 v1.0.0](https://github.com/Cuixxx/Sigma_0/tree/v1.0.0), commit `e02e6325a87738491b2ca182bdd244da47ab162c`.
|
| 17 |
|
| 18 |
| Family | Teacher prior | Tasks | Checkpoint |
|
| 19 |
|---|---|---:|---|
|
| 20 |
| ACT-GAZER | Gray-mask, all-camera | 6 | `policy_best.ckpt` |
|
|
|
|
| 21 |
| DP-GAZER-ATTN | Clean | 6 | `600.ckpt` |
|
| 22 |
| DP-GAZER-ATTN | Gray-mask | 6 | `600.ckpt` |
|
| 23 |
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|
|
|
| 11 |
|
| 12 |
# Sigma_0: ACT-GAZER and DP-GAZER
|
| 13 |
|
| 14 |
+
24 student policies for six RoboTwin tasks, trained with **teacher visual KL = 0** and **student visual KL = 0.01**, training seed 0.
|
| 15 |
|
| 16 |
Code: [Cuixxx/Sigma_0 v1.0.0](https://github.com/Cuixxx/Sigma_0/tree/v1.0.0), commit `e02e6325a87738491b2ca182bdd244da47ab162c`.
|
| 17 |
|
| 18 |
| Family | Teacher prior | Tasks | Checkpoint |
|
| 19 |
|---|---|---:|---|
|
| 20 |
| ACT-GAZER | Gray-mask, all-camera | 6 | `policy_best.ckpt` |
|
| 21 |
+
| ACT-GAZER | Clean, all-camera | 6 | `policy_best.ckpt` |
|
| 22 |
| DP-GAZER-ATTN | Clean | 6 | `600.ckpt` |
|
| 23 |
| DP-GAZER-ATTN | Gray-mask | 6 | `600.ckpt` |
|
| 24 |
|
manifest.json
CHANGED
|
@@ -554,6 +554,198 @@
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|
| 554 |
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