2026-03-15 02:09:43,137 [INFO] Discovered 1002 cases with Phase 1/2 complete in /home/wenting/zr/Segmentation/data/lidc_TotalSeg
2026-03-15 02:09:43,137 [INFO] Loading 3000 PA views from SV-DRR camera_views.json...
2026-03-15 02:09:43,137 [INFO]   Source: /home/wenting/zr/wt_dataset/LIDC_IDRI/img_complex_fb_256/camera_views.json
2026-03-15 02:09:43,964 [INFO]   View 0 (PA): source=[0.0, 1800.0, 0.0], svdrr_id=0000
2026-03-15 02:09:43,964 [INFO]   View 1:      source=[-48.5, 1798.8, 44.4], svdrr_coord=[0.0246679184190699, 6.256248952860997]
2026-03-15 02:09:43,964 [INFO]   View 2999:   source=[0.0, -1800.0, 0.0], svdrr_coord=[0.0, 3.141592653589793]
2026-03-15 02:09:43,965 [INFO]   All views validated: xyz ≈ [0, 1800, 0] ✓
2026-03-15 02:10:18,661 [INFO] Global complete: 996 | Global to process: 6
2026-03-15 02:10:18,661 [INFO] [Shard 2/4] Assigned 2 cases to this process.
2026-03-15 02:10:18,759 [INFO] Using device: cuda:1

Phase 3+4:   0%|          | 0/2 [00:00<?, ?case/s]2026-03-15 02:10:18,763 [INFO] 
============================================================
2026-03-15 02:10:18,763 [INFO] Processing: LIDC-IDRI-0438
2026-03-15 02:10:18,763 [INFO] ============================================================
2026-03-15 02:10:18,834 [INFO]   [Phase 3] Views saved (3000 views).
2026-03-15 02:10:19,371 [INFO]   [Phase 4] Loading CT_clean and mask for LIDC-IDRI-0438...
2026-03-15 02:10:24,459 [INFO]   [Phase 4] Mask max label: 117, channels: 118
2026-03-15 02:10:24,487 [INFO]   [Phase 4] Rendering 2172/3000 views (batch_size=4)...
2026-03-15 02:10:40,239 [INFO]     [LIDC-IDRI-0438] 100/2172 views (15.8s, 6.3 views/s)
2026-03-15 02:10:57,221 [INFO]     [LIDC-IDRI-0438] 200/2172 views (32.7s, 6.1 views/s)
2026-03-15 02:11:13,748 [INFO]     [LIDC-IDRI-0438] 300/2172 views (49.3s, 6.1 views/s)
2026-03-15 02:11:29,823 [INFO]     [LIDC-IDRI-0438] 400/2172 views (65.3s, 6.1 views/s)
2026-03-15 02:11:45,935 [INFO]     [LIDC-IDRI-0438] 500/2172 views (81.4s, 6.1 views/s)
2026-03-15 02:12:02,687 [INFO]     [LIDC-IDRI-0438] 600/2172 views (98.2s, 6.1 views/s)
2026-03-15 02:12:18,791 [INFO]     [LIDC-IDRI-0438] 700/2172 views (114.3s, 6.1 views/s)
2026-03-15 02:12:34,510 [INFO]     [LIDC-IDRI-0438] 800/2172 views (130.0s, 6.2 views/s)
2026-03-15 02:12:51,730 [INFO]     [LIDC-IDRI-0438] 900/2172 views (147.2s, 6.1 views/s)
2026-03-15 02:13:08,655 [INFO]     [LIDC-IDRI-0438] 1000/2172 views (164.2s, 6.1 views/s)
2026-03-15 02:13:24,475 [INFO]     [LIDC-IDRI-0438] 1100/2172 views (180.0s, 6.1 views/s)
2026-03-15 02:13:40,447 [INFO]     [LIDC-IDRI-0438] 1200/2172 views (196.0s, 6.1 views/s)
2026-03-15 02:13:57,764 [INFO]     [LIDC-IDRI-0438] 1300/2172 views (213.3s, 6.1 views/s)
2026-03-15 02:14:13,896 [INFO]     [LIDC-IDRI-0438] 1400/2172 views (229.4s, 6.1 views/s)
2026-03-15 02:14:31,192 [INFO]     [LIDC-IDRI-0438] 1500/2172 views (246.7s, 6.1 views/s)
2026-03-15 02:14:47,287 [INFO]     [LIDC-IDRI-0438] 1600/2172 views (262.8s, 6.1 views/s)
2026-03-15 02:15:04,870 [INFO]     [LIDC-IDRI-0438] 1700/2172 views (280.4s, 6.1 views/s)
2026-03-15 02:15:21,351 [INFO]     [LIDC-IDRI-0438] 1800/2172 views (296.9s, 6.1 views/s)
2026-03-15 02:15:38,273 [INFO]     [LIDC-IDRI-0438] 1900/2172 views (313.8s, 6.1 views/s)
2026-03-15 02:15:55,717 [INFO]     [LIDC-IDRI-0438] 2000/2172 views (331.2s, 6.0 views/s)
2026-03-15 02:16:14,426 [INFO]     [LIDC-IDRI-0438] 2100/2172 views (349.9s, 6.0 views/s)
2026-03-15 02:16:27,191 [INFO]     [LIDC-IDRI-0438] 2172/2172 views (362.7s, 6.0 views/s)
2026-03-15 02:16:27,498 [INFO]   DONE: LIDC-IDRI-0438 (368.7s)

Phase 3+4:  50%|█████     | 1/2 [06:08<06:08, 368.74s/case]2026-03-15 02:16:27,498 [INFO] 
============================================================
2026-03-15 02:16:27,498 [INFO] Processing: LIDC-IDRI-0648
2026-03-15 02:16:27,498 [INFO] ============================================================
2026-03-15 02:16:27,579 [INFO]   [Phase 3] Views saved (3000 views).
2026-03-15 02:16:27,579 [INFO]   [Phase 4] Loading CT_clean and mask for LIDC-IDRI-0648...
2026-03-15 02:16:32,757 [INFO]   [Phase 4] Mask max label: 117, channels: 118
2026-03-15 02:16:32,796 [INFO]   [Phase 4] Rendering 2984/3000 views (batch_size=4)...
2026-03-15 02:16:51,667 [INFO]     [LIDC-IDRI-0648] 100/2984 views (18.9s, 5.3 views/s)
2026-03-15 02:17:11,285 [INFO]     [LIDC-IDRI-0648] 200/2984 views (38.5s, 5.2 views/s)
2026-03-15 02:17:28,794 [INFO]     [LIDC-IDRI-0648] 300/2984 views (56.0s, 5.4 views/s)
2026-03-15 02:17:46,795 [INFO]     [LIDC-IDRI-0648] 400/2984 views (74.0s, 5.4 views/s)
2026-03-15 02:18:03,401 [INFO]     [LIDC-IDRI-0648] 500/2984 views (90.6s, 5.5 views/s)
2026-03-15 02:18:20,326 [INFO]     [LIDC-IDRI-0648] 600/2984 views (107.5s, 5.6 views/s)
2026-03-15 02:18:37,018 [INFO]     [LIDC-IDRI-0648] 700/2984 views (124.2s, 5.6 views/s)
2026-03-15 02:18:53,661 [INFO]     [LIDC-IDRI-0648] 800/2984 views (140.9s, 5.7 views/s)
2026-03-15 02:19:10,182 [INFO]     [LIDC-IDRI-0648] 900/2984 views (157.4s, 5.7 views/s)
2026-03-15 02:19:27,382 [INFO]     [LIDC-IDRI-0648] 1000/2984 views (174.6s, 5.7 views/s)
2026-03-15 02:19:43,775 [INFO]     [LIDC-IDRI-0648] 1100/2984 views (191.0s, 5.8 views/s)
2026-03-15 02:20:00,948 [INFO]     [LIDC-IDRI-0648] 1200/2984 views (208.2s, 5.8 views/s)
2026-03-15 02:20:18,007 [INFO]     [LIDC-IDRI-0648] 1300/2984 views (225.2s, 5.8 views/s)
2026-03-15 02:20:34,780 [INFO]     [LIDC-IDRI-0648] 1400/2984 views (242.0s, 5.8 views/s)
2026-03-15 02:20:51,360 [INFO]     [LIDC-IDRI-0648] 1500/2984 views (258.6s, 5.8 views/s)
2026-03-15 02:21:07,830 [INFO]     [LIDC-IDRI-0648] 1600/2984 views (275.0s, 5.8 views/s)
2026-03-15 02:21:24,250 [INFO]     [LIDC-IDRI-0648] 1700/2984 views (291.5s, 5.8 views/s)
2026-03-15 02:21:40,569 [INFO]     [LIDC-IDRI-0648] 1800/2984 views (307.8s, 5.8 views/s)
2026-03-15 02:21:57,297 [INFO]     [LIDC-IDRI-0648] 1900/2984 views (324.5s, 5.9 views/s)
2026-03-15 02:22:13,795 [INFO]     [LIDC-IDRI-0648] 2000/2984 views (341.0s, 5.9 views/s)
2026-03-15 02:22:30,236 [INFO]     [LIDC-IDRI-0648] 2100/2984 views (357.4s, 5.9 views/s)
2026-03-15 02:22:46,717 [INFO]     [LIDC-IDRI-0648] 2200/2984 views (373.9s, 5.9 views/s)
2026-03-15 02:23:03,161 [INFO]     [LIDC-IDRI-0648] 2300/2984 views (390.4s, 5.9 views/s)
2026-03-15 02:23:19,630 [INFO]     [LIDC-IDRI-0648] 2400/2984 views (406.8s, 5.9 views/s)
2026-03-15 02:23:36,255 [INFO]     [LIDC-IDRI-0648] 2500/2984 views (423.5s, 5.9 views/s)
2026-03-15 02:23:52,810 [INFO]     [LIDC-IDRI-0648] 2600/2984 views (440.0s, 5.9 views/s)
2026-03-15 02:24:09,393 [INFO]     [LIDC-IDRI-0648] 2700/2984 views (456.6s, 5.9 views/s)
2026-03-15 02:24:26,550 [INFO]     [LIDC-IDRI-0648] 2800/2984 views (473.8s, 5.9 views/s)
2026-03-15 02:24:43,205 [INFO]     [LIDC-IDRI-0648] 2900/2984 views (490.4s, 5.9 views/s)
2026-03-15 02:24:57,986 [INFO]     [LIDC-IDRI-0648] 2984/2984 views (505.2s, 5.9 views/s)
2026-03-15 02:24:58,208 [INFO]   DONE: LIDC-IDRI-0648 (510.7s)

Phase 3+4: 100%|██████████| 2/2 [14:39<00:00, 452.25s/case]
Phase 3+4: 100%|██████████| 2/2 [14:39<00:00, 439.72s/case]
2026-03-15 02:24:58,208 [INFO] 
============================================================
2026-03-15 02:24:58,209 [INFO] BATCH COMPLETE
2026-03-15 02:24:58,209 [INFO]   Processed:  2
2026-03-15 02:24:58,209 [INFO]   Success:    2
2026-03-15 02:24:58,209 [INFO]   Failed:     0
2026-03-15 02:24:58,209 [INFO]   Skipped:    996 (already complete)
2026-03-15 02:24:58,209 [INFO] ============================================================