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sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786: payload batch 2/2

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+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/inspection/frames.npz",
9
+ "--proposal",
10
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/proposal_corrections_c6a_sparse_v3.json",
11
+ "--output",
12
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/annotations",
13
+ "--overlays",
14
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/correction_preview_c6a_sparse_v3",
15
+ "--checkpoint",
16
+ "/mnt/data2/magna/belt_perception/third_party/phystwin_external/checkpoints/sam2.1_hiera_large.pt",
17
+ "--device",
18
+ "cuda",
19
+ "--preview-only"
20
+ ]
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/preview_c6a_sparse_v3_result.json ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ {
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+ "returncode": 0,
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+ "wall_seconds": 7.489855527877808,
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+ "accepted": false
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+ }
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/preview_c6a_sparse_v4.log ADDED
@@ -0,0 +1 @@
 
 
1
+ 17736741/occluder t=0: 178916 seed px -> /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/correction_preview_c6a_sparse_v4/17736741/occluder_t0000.png
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/preview_c6a_sparse_v4_argv.json ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ "/mnt/data0/magna/belt_perception_wt_c6a_lab_input_preparation_20261027/.venv/bin/python",
3
+ "scripts/phystwin_real_rgbd.py",
4
+ "propose",
5
+ "--session",
6
+ "/mnt/data2/magna/belt_perception/converted_datasets/sessions/session_20260921_225744_574043",
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+ "--frames",
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+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/inspection/frames.npz",
9
+ "--proposal",
10
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/proposal_corrections_c6a_sparse_v4.json",
11
+ "--output",
12
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/annotations",
13
+ "--overlays",
14
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/correction_preview_c6a_sparse_v4",
15
+ "--checkpoint",
16
+ "/mnt/data2/magna/belt_perception/third_party/phystwin_external/checkpoints/sam2.1_hiera_large.pt",
17
+ "--device",
18
+ "cuda",
19
+ "--preview-only"
20
+ ]
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/preview_c6a_sparse_v4_result.json ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ {
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+ "returncode": 0,
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+ "wall_seconds": 8.644282341003418,
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+ "accepted": false
5
+ }
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/preview_c6a_v1.log ADDED
@@ -0,0 +1 @@
 
 
1
+ 17736741/occluder t=0: 141662 seed px -> /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/correction_preview_c6a_v1/17736741/occluder_t0000.png
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/preview_c6a_v1_argv.json ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ "/mnt/data0/magna/belt_perception_wt_c6a_lab_input_preparation_20261027/.venv/bin/python",
3
+ "scripts/phystwin_real_rgbd.py",
4
+ "propose",
5
+ "--session",
6
+ "/mnt/data2/magna/belt_perception/converted_datasets/sessions/session_20260921_225744_574043",
7
+ "--frames",
8
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/inspection/frames.npz",
9
+ "--proposal",
10
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/proposal_corrections_c6a_v1.json",
11
+ "--output",
12
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/annotations",
13
+ "--overlays",
14
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/correction_preview_c6a_v1",
15
+ "--checkpoint",
16
+ "/mnt/data2/magna/belt_perception/third_party/phystwin_external/checkpoints/sam2.1_hiera_large.pt",
17
+ "--device",
18
+ "cuda",
19
+ "--preview-only"
20
+ ]
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/preview_c6a_v1_result.json ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ {
2
+ "returncode": 0,
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+ "wall_seconds": 8.468377351760864,
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+ "accepted": false
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+ }
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/preview_c6a_v2.log ADDED
@@ -0,0 +1 @@
 
 
1
+ 17736741/occluder t=0: 172381 seed px -> /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/correction_preview_c6a_v2/17736741/occluder_t0000.png
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/preview_c6a_v2_argv.json ADDED
@@ -0,0 +1,20 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ "/mnt/data0/magna/belt_perception_wt_c6a_lab_input_preparation_20261027/.venv/bin/python",
3
+ "scripts/phystwin_real_rgbd.py",
4
+ "propose",
5
+ "--session",
6
+ "/mnt/data2/magna/belt_perception/converted_datasets/sessions/session_20260921_225744_574043",
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+ "--frames",
8
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/inspection/frames.npz",
9
+ "--proposal",
10
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/proposal_corrections_c6a_v2.json",
11
+ "--output",
12
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/annotations",
13
+ "--overlays",
14
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/correction_preview_c6a_v2",
15
+ "--checkpoint",
16
+ "/mnt/data2/magna/belt_perception/third_party/phystwin_external/checkpoints/sam2.1_hiera_large.pt",
17
+ "--device",
18
+ "cuda",
19
+ "--preview-only"
20
+ ]
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/preview_c6a_v2_result.json ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ {
2
+ "returncode": 0,
3
+ "wall_seconds": 7.493325471878052,
4
+ "accepted": false
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+ }
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/preview_selection_c6a_sparse_v4.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ {
2
+ "agent_preview_review": "Broad person sleeve and bracelet retained; the wedge beside lower coat is smaller than v3 but residual irregular holes remain. No mask filling, extra points or new method. Propagate for interval review and disclose residuals to owner.",
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+ "owner_accepted": false
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+ }
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/propagate_17736741_occluder_c6a_sparse_v3.log ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+
2
+
3
+ Wrote /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/masks/17736741/occluder/run0002_t0000-0486.npz
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/propagate_17736741_occluder_c6a_sparse_v3_argv.json ADDED
@@ -0,0 +1,27 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ "/mnt/data0/magna/belt_perception_wt_c6a_lab_input_preparation_20261027/.venv/bin/python",
3
+ "scripts/phystwin_real_rgbd.py",
4
+ "propagate",
5
+ "--session",
6
+ "/mnt/data2/magna/belt_perception/converted_datasets/sessions/session_20260921_225744_574043",
7
+ "--frames",
8
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/inspection/frames.npz",
9
+ "--annotations",
10
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/annotations",
11
+ "--output",
12
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/masks",
13
+ "--view",
14
+ "17736741",
15
+ "--instance",
16
+ "occluder",
17
+ "--t-start",
18
+ "0",
19
+ "--t-stop",
20
+ "486",
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+ "--checkpoint",
22
+ "/mnt/data2/magna/belt_perception/third_party/phystwin_external/checkpoints/sam2.1_hiera_large.pt",
23
+ "--device",
24
+ "cuda",
25
+ "--note",
26
+ "C6a agent correction; no owner acceptance"
27
+ ]
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/propagate_17736741_occluder_c6a_sparse_v3_result.json ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ {
2
+ "returncode": 0,
3
+ "wall_seconds": 41.29905819892883,
4
+ "accepted": false
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+ }
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/propagate_17736741_occluder_c6a_sparse_v4.log ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+
2
+
3
+ Wrote /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/masks/17736741/occluder/run0003_t0000-0486.npz
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/propagate_17736741_occluder_c6a_sparse_v4_argv.json ADDED
@@ -0,0 +1,27 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ "/mnt/data0/magna/belt_perception_wt_c6a_lab_input_preparation_20261027/.venv/bin/python3",
3
+ "scripts/phystwin_real_rgbd.py",
4
+ "propagate",
5
+ "--session",
6
+ "/mnt/data2/magna/belt_perception/converted_datasets/sessions/session_20260921_225744_574043",
7
+ "--frames",
8
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/inspection/frames.npz",
9
+ "--annotations",
10
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/annotations",
11
+ "--output",
12
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/masks",
13
+ "--view",
14
+ "17736741",
15
+ "--instance",
16
+ "occluder",
17
+ "--t-start",
18
+ "0",
19
+ "--t-stop",
20
+ "486",
21
+ "--checkpoint",
22
+ "/mnt/data2/magna/belt_perception/third_party/phystwin_external/checkpoints/sam2.1_hiera_large.pt",
23
+ "--device",
24
+ "cuda",
25
+ "--note",
26
+ "C6a agent correction; no owner acceptance"
27
+ ]
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/propagate_17736741_occluder_c6a_sparse_v4_result.json ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ {
2
+ "returncode": 0,
3
+ "wall_seconds": 40.04336643218994,
4
+ "accepted": false
5
+ }
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/propagate_c6a.log ADDED
@@ -0,0 +1,10 @@
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+
3
+ Wrote /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/masks/17736741/object/run0001_t0000-0486.npz
4
+
5
+
6
+ Wrote /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/masks/17736741/hand_A/run0001_t0000-0486.npz
7
+ Wrote /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/masks/17736741/hand_B/run0001_t0000-0486.npz
8
+
9
+
10
+ Wrote /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/masks/17736741/occluder/run0001_t0000-0486.npz
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/propagate_c6a_argv.json ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [
2
+ "/mnt/data0/magna/belt_perception_wt_c6a_lab_input_preparation_20261027/.venv/bin/python3",
3
+ "scripts/phystwin_real_rgbd.py",
4
+ "propagate",
5
+ "--session",
6
+ "/mnt/data2/magna/belt_perception/converted_datasets/sessions/session_20260921_225744_574043",
7
+ "--frames",
8
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/inspection/frames.npz",
9
+ "--annotations",
10
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/annotations",
11
+ "--output",
12
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/masks",
13
+ "--view",
14
+ "17736741",
15
+ "--t-start",
16
+ "0",
17
+ "--t-stop",
18
+ "486",
19
+ "--checkpoint",
20
+ "/mnt/data2/magna/belt_perception/third_party/phystwin_external/checkpoints/sam2.1_hiera_large.pt",
21
+ "--device",
22
+ "cuda",
23
+ "--note",
24
+ "C6a first proposal; pending owner mask/window decisions"
25
+ ]
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/propagate_c6a_result.json ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ {
2
+ "returncode": 0,
3
+ "wall_seconds": 139.31661462783813,
4
+ "started_unix": 1793130054.1541061,
5
+ "accepted": false
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+ }
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/proposal_corrections_c6a_sparse_v1.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "proposer": "c6a_20261027",
3
+ "prompts": [
4
+ {
5
+ "serial": "17736741",
6
+ "instance": "occluder",
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+ "t": 0,
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+ "points": [
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+ [
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+ [
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+ [
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+ [
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+ [
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+ ],
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+ "labels": [
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+ "box": [
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+ 0,
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40
+ 938,
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+ ],
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+ "note": "Sparse replacement t0 whole-person occluder prompt. Native RGB re-inspected; four positive points prioritize omitted clothing/body, visible person parts and bracelet, with one negative on actual background/robot. Total five points follows owner instruction; use existing SAM2 method with no multipart union. Box preserved from previous correction proposal. Full propagation review and owner mask acceptance remain pending.",
44
+ "supersede": true
45
+ }
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+ ],
47
+ "notes": "Owner-directed sparse SAM2 correction, at most five total positive plus negative points per prompt. Case annotations and masks untouched by this draft."
48
+ }
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/proposal_corrections_c6a_sparse_v2.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "proposer": "c6a_20261027",
3
+ "prompts": [
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+ {
5
+ "serial": "17736741",
6
+ "instance": "occluder",
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+ "t": 0,
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+ "points": [
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+ [
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+ [
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+ "box": [
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+ 0,
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42
+ ],
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+ "note": "Sparse replacement t0 whole-person occluder prompt. Native RGB re-inspected; four positive points prioritize omitted clothing/body, visible person parts and bracelet, with one negative on actual background/robot. Total five points follows owner instruction; use existing SAM2 method with no multipart union. Box preserved from previous correction proposal. Full propagation review and owner mask acceptance remain pending. Replace background negative by an observed omitted coat point; still five total points.",
44
+ "supersede": true
45
+ }
46
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sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/propose_c6a.log ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
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+ 17736741/hand_A t=0: 25930 seed px -> /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/proposal_overlays_c6a_v1/17736741/hand_A_t0000.png
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+ 17736741/occluder t=0: 131393 seed px -> /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/proposal_overlays_c6a_v1/17736741/occluder_t0000.png
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+ 17736741/hand_B t=0: 0 seed px -> /mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/proposal_overlays_c6a_v1/17736741/hand_B_t0000.png
sessions/session_20260921_225744_574043/preprocessing/mask-supplier-window-anchor0302-0786/native/cameras/17736741/propose_c6a_argv.json ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ [
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+ "/mnt/data0/magna/belt_perception_wt_c6a_lab_input_preparation_20261027/.venv/bin/python3",
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+ "scripts/phystwin_real_rgbd.py",
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+ "propose",
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+ "--session",
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+ "/mnt/data2/magna/belt_perception/converted_datasets/sessions/session_20260921_225744_574043",
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+ "--frames",
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+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/inspection/frames.npz",
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+ "--proposal",
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+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/proposal_prompts_c6a_v1.json",
11
+ "--output",
12
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/annotations",
13
+ "--overlays",
14
+ "/mnt/data2/magna/belt_perception_shared/phystwin_model_corpus_expansion/lab/session_20260921_225744_574043/window_anchor0302-0786/cameras/17736741/proposal_overlays_c6a_v1",
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+ "--checkpoint",
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+ "/mnt/data2/magna/belt_perception/third_party/phystwin_external/checkpoints/sam2.1_hiera_large.pt",
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+ "--device",
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+ "cuda"
19
+ ]