fridge_m_v2: initial SETUP.md
Browse files- fridge_m_v2/SETUP.md +102 -0
fridge_m_v2/SETUP.md
ADDED
|
@@ -0,0 +1,102 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# fridge_m_v2 sim datagen — setup record
|
| 2 |
+
|
| 3 |
+
Generated 2026-05-14 by an automated agent on viscam6 (4× RTX A5000), with
|
| 4 |
+
helper nodes viscam7 (4× A5000) and viscam3 (4× RTX 3090). Sim-only run;
|
| 5 |
+
no concurrent gen on this dataset. Push target:
|
| 6 |
+
`Ravenh97/sim_data:fridge_m_v2/`.
|
| 7 |
+
|
| 8 |
+
## Motivation
|
| 9 |
+
|
| 10 |
+
Regenerate fridge_m sim data after the user updated:
|
| 11 |
+
- The scene XML (`assets/scenes/ithor_minimal_fridge_m/FloorPlan1_physics.xml`)
|
| 12 |
+
— modified 2026-05-14 ~20:56 PDT.
|
| 13 |
+
- The robot init params and placement ranges in
|
| 14 |
+
`scripts/datagen/data_gen_fridge_m_2.sh` — modified 2026-05-14 ~21:02 PDT.
|
| 15 |
+
|
| 16 |
+
## Pipeline
|
| 17 |
+
|
| 18 |
+
Same chunked sim pipeline that worked for fridge_m / fridge_7 / 3drawers:
|
| 19 |
+
- Each chunk runs 4 sim shards on 4 GPUs writing to `sim_chunks/chunk_NNN/`.
|
| 20 |
+
- After all 4 shards exit (h5 locks released), `check_mismatch.py` asserts
|
| 21 |
+
`T == exo_mp4_frames == wrist_mp4_frames` for every traj.
|
| 22 |
+
- NO gen step (sim-only request).
|
| 23 |
+
|
| 24 |
+
Frozen scripts are at `/scr/ravenh/fridge_m_v2/scripts/` on each node so
|
| 25 |
+
mid-run edits to the source `data_gen_fridge_m_2.sh` cannot silently
|
| 26 |
+
change the run. The frozen `data_gen_v2.sh` only differs from the source
|
| 27 |
+
by absolutizing the `PIPELINE` path (snapshot lives under `/scr` so the
|
| 28 |
+
SCRIPT_DIR-relative path in the original would not resolve).
|
| 29 |
+
|
| 30 |
+
## v2 parameters (from frozen `data_gen_v2.sh`)
|
| 31 |
+
|
| 32 |
+
```
|
| 33 |
+
--scene_dataset ithor_minimal_fridge_m
|
| 34 |
+
--object_instance_index 1
|
| 35 |
+
--joint_index 1
|
| 36 |
+
--base_pose_sampling_radius_range 0.8 1.2
|
| 37 |
+
--base_pose_sampling_theta_range_rad -0.5 1.0
|
| 38 |
+
--robot_placement_rotation_range_rad 0.5
|
| 39 |
+
--robot_placement_exclusion_threshold 0.0
|
| 40 |
+
--robot_base_z 0.86
|
| 41 |
+
--robot_base_z_jitter -0.1 0.1
|
| 42 |
+
--robot_init_qpos_noise_range 0.4 0.4 0.4 0.4 0.4 0.4 0.4
|
| 43 |
+
--camera_extrinsics scripts/datagen/picked_camera_extrinsics.json
|
| 44 |
+
--camera_extrinsics_pos_noise 0.05
|
| 45 |
+
--camera_extrinsics_rot_noise_deg 5.0
|
| 46 |
+
--output_suffix _cam_rand
|
| 47 |
+
--record_depth, --record_segmentation, --record_robot_masked_rgb
|
| 48 |
+
--filter_for_successful_trajectories
|
| 49 |
+
```
|
| 50 |
+
|
| 51 |
+
Pipeline: `molmospaces/scripts/datagen/run_pipeline_record_state.py`
|
| 52 |
+
(records full mocap/qpos state per step; same wrapper as fridge_m_0.7_pd).
|
| 53 |
+
|
| 54 |
+
## Diff vs fridge_m (v1)
|
| 55 |
+
|
| 56 |
+
| param | v1 (data_gen_fridge_m.sh) | v2 (data_gen_fridge_m_2.sh) |
|
| 57 |
+
| ------------------------------------- | ------------------------- | --------------------------- |
|
| 58 |
+
| base_pose_sampling_radius_range | 0.75 1.1 | 0.8 1.2 |
|
| 59 |
+
| base_pose_sampling_theta_range_rad | -0.5 0.9 | -0.5 1.0 |
|
| 60 |
+
| robot_placement_rotation_range_rad | 0.2 | 0.5 |
|
| 61 |
+
| robot_base_z_jitter | 0.0 0.1 | -0.1 0.1 |
|
| 62 |
+
| robot_init_qpos_noise_range | (unset) | 0.4 × 7 |
|
| 63 |
+
| pipeline | run_pipeline_no_clip.py | run_pipeline_record_state.py|
|
| 64 |
+
|
| 65 |
+
Scene XML was also modified in place — fingerprints recorded below.
|
| 66 |
+
|
| 67 |
+
## Fingerprints
|
| 68 |
+
|
| 69 |
+
- `assets/scenes/ithor_minimal_fridge_m/FloorPlan1_physics.xml` md5 `83a5b0c9d5a28208343e70c2b1151af6`
|
| 70 |
+
- `assets/scenes/ithor_minimal_fridge_m/FloorPlan1_physics.json` md5 `1670a043ef6ddfd3c872d9fa221a7bbe`
|
| 71 |
+
- `scripts/datagen/data_gen_fridge_m_2.sh` md5 `86be8ec056ebbcb8668c2f80a4ed8eeb`
|
| 72 |
+
- frozen `data_gen_v2.sh` (absolute PIPELINE path) md5 `cf816d56054141e9ea8e7b51226623cd`
|
| 73 |
+
- molmospaces git HEAD `8003c7009d28746621f969ea44e96475f851d2cd`
|
| 74 |
+
|
| 75 |
+
## Node assignments
|
| 76 |
+
|
| 77 |
+
| node | GPUs | chunk range | SEED_BASE | STOP_AT_TRAJS | /scr free at launch |
|
| 78 |
+
| -------- | ----------------- | ----------- | --------- | ------------- | ------------------- |
|
| 79 |
+
| viscam6 | 4× A5000 (0-3) | 001-015 | 20000 | 370 | 5.1 TB |
|
| 80 |
+
| viscam7 | 4× A5000 (0-3) | 101-115 | 30000 | 370 | 3.3 TB |
|
| 81 |
+
| viscam3 | 4× RTX 3090 (0-3) | 201-210 | 40000 | 260 | 248 GB |
|
| 82 |
+
|
| 83 |
+
Expected per-chunk yield (from fridge_m_chunked memory): ~45-50 trajs.
|
| 84 |
+
Target ~1000 total.
|
| 85 |
+
|
| 86 |
+
## HF layout
|
| 87 |
+
|
| 88 |
+
```
|
| 89 |
+
Ravenh97/sim_data:fridge_m_v2/
|
| 90 |
+
SETUP.md <- this file
|
| 91 |
+
sim_chunks/
|
| 92 |
+
chunk_001/ ... <- viscam6
|
| 93 |
+
chunk_002/ ...
|
| 94 |
+
...
|
| 95 |
+
chunk_101/ ... <- viscam7
|
| 96 |
+
...
|
| 97 |
+
chunk_201/ ... <- viscam3
|
| 98 |
+
...
|
| 99 |
+
```
|
| 100 |
+
|
| 101 |
+
push_watchdog.py uploads (1 commit per push) every 50 finalized trajs;
|
| 102 |
+
skips h5 files until the final flush (then includes them).
|