2026-04-09 04:54:00,087 [INFO] Hallucination Benchmark — tests: ['independent', 'null_effect', 'placebo', 'spurious', 'confounded', 'reversed', 'noise_injection'], reps=5 2026-04-09 04:54:00,087 [INFO] ============================================================ 2026-04-09 04:54:00,087 [INFO] Running test: independent 2026-04-09 04:54:00,088 [INFO] ============================================================ 2026-04-09 04:54:00,088 [INFO] Independent variables: V=10 2026-04-09 04:54:02,098 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 04:54:02,254 [INFO] Loading faiss with AVX512 support. 2026-04-09 04:54:02,272 [INFO] Successfully loaded faiss with AVX512 support. 2026-04-09 04:54:20,379 [INFO] 10/90 pairs done 2026-04-09 04:54:30,478 [INFO] 20/90 pairs done 2026-04-09 04:54:51,377 [INFO] 30/90 pairs done 2026-04-09 04:55:13,994 [INFO] 40/90 pairs done 2026-04-09 04:55:36,665 [INFO] 50/90 pairs done 2026-04-09 04:55:56,284 [INFO] 60/90 pairs done 2026-04-09 04:56:16,566 [INFO] 70/90 pairs done 2026-04-09 04:56:34,768 [INFO] 80/90 pairs done 2026-04-09 04:56:52,465 [INFO] 90/90 pairs done 2026-04-09 04:56:52,465 [INFO] Rep 1/5: FPR=0.2111, phantom_edges=19 2026-04-09 04:56:52,466 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 04:57:11,966 [INFO] 10/90 pairs done 2026-04-09 04:57:31,365 [INFO] 20/90 pairs done 2026-04-09 04:57:51,487 [INFO] 30/90 pairs done 2026-04-09 04:58:12,177 [INFO] 40/90 pairs done 2026-04-09 04:58:32,478 [INFO] 50/90 pairs done 2026-04-09 04:58:51,984 [INFO] 60/90 pairs done 2026-04-09 04:59:10,586 [INFO] 70/90 pairs done 2026-04-09 04:59:30,293 [INFO] 80/90 pairs done 2026-04-09 04:59:51,277 [INFO] 90/90 pairs done 2026-04-09 04:59:51,277 [INFO] Rep 2/5: FPR=0.1111, phantom_edges=10 2026-04-09 04:59:51,278 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 05:00:08,701 [INFO] 10/90 pairs done 2026-04-09 05:00:25,992 [INFO] 20/90 pairs done 2026-04-09 05:00:42,676 [INFO] 30/90 pairs done 2026-04-09 05:01:03,874 [INFO] 40/90 pairs done 2026-04-09 05:01:21,699 [INFO] 50/90 pairs done 2026-04-09 05:01:42,386 [INFO] 60/90 pairs done 2026-04-09 05:02:01,688 [INFO] 70/90 pairs done 2026-04-09 05:02:19,274 [INFO] 80/90 pairs done 2026-04-09 05:02:37,074 [INFO] 90/90 pairs done 2026-04-09 05:02:37,075 [INFO] Rep 3/5: FPR=0.2111, phantom_edges=19 2026-04-09 05:02:37,075 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 05:02:57,265 [INFO] 10/90 pairs done 2026-04-09 05:03:09,073 [INFO] 20/90 pairs done 2026-04-09 05:03:17,426 [INFO] 30/90 pairs done 2026-04-09 05:03:23,871 [INFO] 40/90 pairs done 2026-04-09 05:03:30,343 [INFO] 50/90 pairs done 2026-04-09 05:03:36,851 [INFO] 60/90 pairs done 2026-04-09 05:03:43,179 [INFO] 70/90 pairs done 2026-04-09 05:03:49,888 [INFO] 80/90 pairs done 2026-04-09 05:03:55,531 [INFO] 90/90 pairs done 2026-04-09 05:03:55,531 [INFO] Rep 4/5: FPR=0.1222, phantom_edges=11 2026-04-09 05:03:55,531 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 05:04:02,228 [INFO] 10/90 pairs done 2026-04-09 05:04:08,594 [INFO] 20/90 pairs done 2026-04-09 05:04:15,565 [INFO] 30/90 pairs done 2026-04-09 05:04:22,866 [INFO] 40/90 pairs done 2026-04-09 05:04:29,794 [INFO] 50/90 pairs done 2026-04-09 05:04:36,543 [INFO] 60/90 pairs done 2026-04-09 05:04:42,887 [INFO] 70/90 pairs done 2026-04-09 05:04:49,805 [INFO] 80/90 pairs done 2026-04-09 05:04:56,123 [INFO] 90/90 pairs done 2026-04-09 05:04:56,123 [INFO] Rep 5/5: FPR=0.1000, phantom_edges=9 2026-04-09 05:04:56,123 [INFO] Independent variables: V=20 2026-04-09 05:04:56,124 [INFO] [TemporalDiscovery] Estimating 380 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 05:05:02,603 [INFO] 10/380 pairs done 2026-04-09 05:05:09,198 [INFO] 20/380 pairs done 2026-04-09 05:05:17,041 [INFO] 30/380 pairs done 2026-04-09 05:05:24,830 [INFO] 40/380 pairs done 2026-04-09 05:05:30,803 [INFO] 50/380 pairs done 2026-04-09 05:05:37,455 [INFO] 60/380 pairs done 2026-04-09 05:05:45,125 [INFO] 70/380 pairs done 2026-04-09 05:05:52,629 [INFO] 80/380 pairs done 2026-04-09 05:05:59,395 [INFO] 90/380 pairs done 2026-04-09 05:06:06,578 [INFO] 100/380 pairs done 2026-04-09 05:06:14,207 [INFO] 110/380 pairs done 2026-04-09 05:06:21,546 [INFO] 120/380 pairs done 2026-04-09 05:06:28,908 [INFO] 130/380 pairs done 2026-04-09 05:06:36,643 [INFO] 140/380 pairs done 2026-04-09 05:06:44,285 [INFO] 150/380 pairs done 2026-04-09 05:06:51,660 [INFO] 160/380 pairs done 2026-04-09 05:06:59,251 [INFO] 170/380 pairs done 2026-04-09 05:07:06,746 [INFO] 180/380 pairs done 2026-04-09 05:07:14,294 [INFO] 190/380 pairs done 2026-04-09 05:07:21,405 [INFO] 200/380 pairs done 2026-04-09 05:07:28,507 [INFO] 210/380 pairs done 2026-04-09 05:07:35,615 [INFO] 220/380 pairs done 2026-04-09 05:07:42,787 [INFO] 230/380 pairs done 2026-04-09 05:07:50,171 [INFO] 240/380 pairs done 2026-04-09 05:07:57,510 [INFO] 250/380 pairs done 2026-04-09 05:08:05,491 [INFO] 260/380 pairs done 2026-04-09 05:08:13,550 [INFO] 270/380 pairs done 2026-04-09 05:08:20,876 [INFO] 280/380 pairs done 2026-04-09 05:08:28,149 [INFO] 290/380 pairs done 2026-04-09 05:08:35,444 [INFO] 300/380 pairs done 2026-04-09 05:08:43,043 [INFO] 310/380 pairs done 2026-04-09 05:08:50,615 [INFO] 320/380 pairs done 2026-04-09 05:08:58,476 [INFO] 330/380 pairs done 2026-04-09 05:09:06,388 [INFO] 340/380 pairs done 2026-04-09 05:09:13,697 [INFO] 350/380 pairs done 2026-04-09 05:09:20,781 [INFO] 360/380 pairs done 2026-04-09 05:09:28,394 [INFO] 370/380 pairs done 2026-04-09 05:09:36,223 [INFO] 380/380 pairs done 2026-04-09 05:09:36,223 [INFO] Rep 1/5: FPR=0.0316, phantom_edges=12 2026-04-09 05:09:36,224 [INFO] [TemporalDiscovery] Estimating 380 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 05:09:42,730 [INFO] 10/380 pairs done 2026-04-09 05:09:49,174 [INFO] 20/380 pairs done 2026-04-09 05:09:56,713 [INFO] 30/380 pairs done 2026-04-09 05:10:04,264 [INFO] 40/380 pairs done 2026-04-09 05:10:11,909 [INFO] 50/380 pairs done 2026-04-09 05:10:19,478 [INFO] 60/380 pairs done 2026-04-09 05:10:26,941 [INFO] 70/380 pairs done 2026-04-09 05:10:34,100 [INFO] 80/380 pairs done 2026-04-09 05:10:41,437 [INFO] 90/380 pairs done 2026-04-09 05:10:48,645 [INFO] 100/380 pairs done 2026-04-09 05:10:56,100 [INFO] 110/380 pairs done 2026-04-09 05:11:03,898 [INFO] 120/380 pairs done 2026-04-09 05:11:11,497 [INFO] 130/380 pairs done 2026-04-09 05:11:19,645 [INFO] 140/380 pairs done 2026-04-09 05:11:27,725 [INFO] 150/380 pairs done 2026-04-09 05:11:34,255 [INFO] 160/380 pairs done 2026-04-09 05:11:40,381 [INFO] 170/380 pairs done 2026-04-09 05:11:46,403 [INFO] 180/380 pairs done 2026-04-09 05:11:52,440 [INFO] 190/380 pairs done 2026-04-09 05:11:58,480 [INFO] 200/380 pairs done 2026-04-09 05:12:04,666 [INFO] 210/380 pairs done 2026-04-09 05:12:10,939 [INFO] 220/380 pairs done 2026-04-09 05:12:17,499 [INFO] 230/380 pairs done 2026-04-09 05:12:25,183 [INFO] 240/380 pairs done 2026-04-09 05:12:32,741 [INFO] 250/380 pairs done 2026-04-09 05:12:40,043 [INFO] 260/380 pairs done 2026-04-09 05:12:47,692 [INFO] 270/380 pairs done 2026-04-09 05:12:55,264 [INFO] 280/380 pairs done 2026-04-09 05:13:03,070 [INFO] 290/380 pairs done 2026-04-09 05:13:10,866 [INFO] 300/380 pairs done 2026-04-09 05:13:17,474 [INFO] 310/380 pairs done 2026-04-09 05:13:23,634 [INFO] 320/380 pairs done 2026-04-09 05:13:30,787 [INFO] 330/380 pairs done 2026-04-09 05:13:38,218 [INFO] 340/380 pairs done 2026-04-09 05:13:45,669 [INFO] 350/380 pairs done 2026-04-09 05:13:53,095 [INFO] 360/380 pairs done 2026-04-09 05:14:00,212 [INFO] 370/380 pairs done 2026-04-09 05:14:07,296 [INFO] 380/380 pairs done 2026-04-09 05:14:07,297 [INFO] Rep 2/5: FPR=0.0553, phantom_edges=21 2026-04-09 05:14:07,297 [INFO] [TemporalDiscovery] Estimating 380 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 05:14:15,312 [INFO] 10/380 pairs done 2026-04-09 05:14:23,104 [INFO] 20/380 pairs done 2026-04-09 05:14:30,875 [INFO] 30/380 pairs done 2026-04-09 05:14:38,424 [INFO] 40/380 pairs done 2026-04-09 05:14:46,182 [INFO] 50/380 pairs done 2026-04-09 05:14:53,353 [INFO] 60/380 pairs done 2026-04-09 05:14:59,467 [INFO] 70/380 pairs done 2026-04-09 05:15:06,366 [INFO] 80/380 pairs done 2026-04-09 05:15:14,088 [INFO] 90/380 pairs done 2026-04-09 05:15:22,021 [INFO] 100/380 pairs done 2026-04-09 05:15:29,824 [INFO] 110/380 pairs done 2026-04-09 05:15:37,680 [INFO] 120/380 pairs done 2026-04-09 05:15:46,364 [INFO] 130/380 pairs done 2026-04-09 05:15:54,147 [INFO] 140/380 pairs done 2026-04-09 05:16:01,605 [INFO] 150/380 pairs done 2026-04-09 05:16:09,077 [INFO] 160/380 pairs done 2026-04-09 05:16:16,427 [INFO] 170/380 pairs done 2026-04-09 05:16:23,804 [INFO] 180/380 pairs done 2026-04-09 05:16:31,201 [INFO] 190/380 pairs done 2026-04-09 05:16:38,849 [INFO] 200/380 pairs done 2026-04-09 05:16:46,266 [INFO] 210/380 pairs done 2026-04-09 05:16:54,564 [INFO] 220/380 pairs done 2026-04-09 05:17:02,899 [INFO] 230/380 pairs done 2026-04-09 05:17:10,344 [INFO] 240/380 pairs done 2026-04-09 05:17:18,091 [INFO] 250/380 pairs done 2026-04-09 05:17:25,334 [INFO] 260/380 pairs done 2026-04-09 05:17:32,272 [INFO] 270/380 pairs done 2026-04-09 05:17:38,773 [INFO] 280/380 pairs done 2026-04-09 05:17:46,150 [INFO] 290/380 pairs done 2026-04-09 05:17:53,500 [INFO] 300/380 pairs done 2026-04-09 05:18:00,770 [INFO] 310/380 pairs done 2026-04-09 05:18:08,204 [INFO] 320/380 pairs done 2026-04-09 05:18:15,511 [INFO] 330/380 pairs done 2026-04-09 05:18:23,089 [INFO] 340/380 pairs done 2026-04-09 05:18:30,736 [INFO] 350/380 pairs done 2026-04-09 05:18:37,858 [INFO] 360/380 pairs done 2026-04-09 05:18:44,267 [INFO] 370/380 pairs done 2026-04-09 05:18:50,595 [INFO] 380/380 pairs done 2026-04-09 05:18:50,596 [INFO] Rep 3/5: FPR=0.0368, phantom_edges=14 2026-04-09 05:18:50,596 [INFO] [TemporalDiscovery] Estimating 380 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 05:18:58,059 [INFO] 10/380 pairs done 2026-04-09 05:19:05,440 [INFO] 20/380 pairs done 2026-04-09 05:19:13,323 [INFO] 30/380 pairs done 2026-04-09 05:19:21,531 [INFO] 40/380 pairs done 2026-04-09 05:19:28,942 [INFO] 50/380 pairs done 2026-04-09 05:19:36,418 [INFO] 60/380 pairs done 2026-04-09 05:19:44,370 [INFO] 70/380 pairs done 2026-04-09 05:19:51,506 [INFO] 80/380 pairs done 2026-04-09 05:19:58,122 [INFO] 90/380 pairs done 2026-04-09 05:20:05,108 [INFO] 100/380 pairs done 2026-04-09 05:20:12,717 [INFO] 110/380 pairs done 2026-04-09 05:20:20,389 [INFO] 120/380 pairs done 2026-04-09 05:20:27,861 [INFO] 130/380 pairs done 2026-04-09 05:20:35,795 [INFO] 140/380 pairs done 2026-04-09 05:20:43,582 [INFO] 150/380 pairs done 2026-04-09 05:20:51,343 [INFO] 160/380 pairs done 2026-04-09 05:20:59,470 [INFO] 170/380 pairs done 2026-04-09 05:21:06,741 [INFO] 180/380 pairs done 2026-04-09 05:21:13,834 [INFO] 190/380 pairs done 2026-04-09 05:21:21,627 [INFO] 200/380 pairs done 2026-04-09 05:21:29,392 [INFO] 210/380 pairs done 2026-04-09 05:21:37,098 [INFO] 220/380 pairs done 2026-04-09 05:21:44,844 [INFO] 230/380 pairs done 2026-04-09 05:21:52,145 [INFO] 240/380 pairs done 2026-04-09 05:21:59,628 [INFO] 250/380 pairs done 2026-04-09 05:22:07,037 [INFO] 260/380 pairs done 2026-04-09 05:22:14,351 [INFO] 270/380 pairs done 2026-04-09 05:22:21,621 [INFO] 280/380 pairs done 2026-04-09 05:22:28,770 [INFO] 290/380 pairs done 2026-04-09 05:22:35,864 [INFO] 300/380 pairs done 2026-04-09 05:22:42,532 [INFO] 310/380 pairs done 2026-04-09 05:22:49,218 [INFO] 320/380 pairs done 2026-04-09 05:22:56,256 [INFO] 330/380 pairs done 2026-04-09 05:23:03,457 [INFO] 340/380 pairs done 2026-04-09 05:23:10,823 [INFO] 350/380 pairs done 2026-04-09 05:23:18,105 [INFO] 360/380 pairs done 2026-04-09 05:23:25,236 [INFO] 370/380 pairs done 2026-04-09 05:23:32,308 [INFO] 380/380 pairs done 2026-04-09 05:23:32,309 [INFO] Rep 4/5: FPR=0.0105, phantom_edges=4 2026-04-09 05:23:32,309 [INFO] [TemporalDiscovery] Estimating 380 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 05:23:39,975 [INFO] 10/380 pairs done 2026-04-09 05:23:47,465 [INFO] 20/380 pairs done 2026-04-09 05:23:55,392 [INFO] 30/380 pairs done 2026-04-09 05:24:03,127 [INFO] 40/380 pairs done 2026-04-09 05:24:09,753 [INFO] 50/380 pairs done 2026-04-09 05:24:16,004 [INFO] 60/380 pairs done 2026-04-09 05:24:22,026 [INFO] 70/380 pairs done 2026-04-09 05:24:28,717 [INFO] 80/380 pairs done 2026-04-09 05:24:36,716 [INFO] 90/380 pairs done 2026-04-09 05:24:44,526 [INFO] 100/380 pairs done 2026-04-09 05:24:52,111 [INFO] 110/380 pairs done 2026-04-09 05:24:59,678 [INFO] 120/380 pairs done 2026-04-09 05:25:07,865 [INFO] 130/380 pairs done 2026-04-09 05:25:16,387 [INFO] 140/380 pairs done 2026-04-09 05:25:24,394 [INFO] 150/380 pairs done 2026-04-09 05:25:32,335 [INFO] 160/380 pairs done 2026-04-09 05:25:40,490 [INFO] 170/380 pairs done 2026-04-09 05:25:48,385 [INFO] 180/380 pairs done 2026-04-09 05:25:56,205 [INFO] 190/380 pairs done 2026-04-09 05:26:04,239 [INFO] 200/380 pairs done 2026-04-09 05:26:11,967 [INFO] 210/380 pairs done 2026-04-09 05:26:19,278 [INFO] 220/380 pairs done 2026-04-09 05:26:26,502 [INFO] 230/380 pairs done 2026-04-09 05:26:33,900 [INFO] 240/380 pairs done 2026-04-09 05:26:41,143 [INFO] 250/380 pairs done 2026-04-09 05:26:48,403 [INFO] 260/380 pairs done 2026-04-09 05:26:55,564 [INFO] 270/380 pairs done 2026-04-09 05:27:02,562 [INFO] 280/380 pairs done 2026-04-09 05:27:09,824 [INFO] 290/380 pairs done 2026-04-09 05:27:17,204 [INFO] 300/380 pairs done 2026-04-09 05:27:24,687 [INFO] 310/380 pairs done 2026-04-09 05:27:32,569 [INFO] 320/380 pairs done 2026-04-09 05:27:39,986 [INFO] 330/380 pairs done 2026-04-09 05:27:47,205 [INFO] 340/380 pairs done 2026-04-09 05:27:54,729 [INFO] 350/380 pairs done 2026-04-09 05:28:02,135 [INFO] 360/380 pairs done 2026-04-09 05:28:09,658 [INFO] 370/380 pairs done 2026-04-09 05:28:17,126 [INFO] 380/380 pairs done 2026-04-09 05:28:17,126 [INFO] Rep 5/5: FPR=0.0500, phantom_edges=19 2026-04-09 05:28:17,126 [INFO] Independent variables: V=50 2026-04-09 05:28:17,127 [INFO] [TemporalDiscovery] Estimating 2450 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 05:28:24,647 [INFO] 10/2450 pairs done 2026-04-09 05:28:31,976 [INFO] 20/2450 pairs done 2026-04-09 05:28:39,298 [INFO] 30/2450 pairs done 2026-04-09 05:28:46,542 [INFO] 40/2450 pairs done 2026-04-09 05:28:53,895 [INFO] 50/2450 pairs done 2026-04-09 05:29:01,376 [INFO] 60/2450 pairs done 2026-04-09 05:29:08,913 [INFO] 70/2450 pairs done 2026-04-09 05:29:16,542 [INFO] 80/2450 pairs done 2026-04-09 05:29:23,951 [INFO] 90/2450 pairs done 2026-04-09 05:29:31,399 [INFO] 100/2450 pairs done 2026-04-09 05:29:38,943 [INFO] 110/2450 pairs done 2026-04-09 05:29:46,526 [INFO] 120/2450 pairs done 2026-04-09 05:29:54,165 [INFO] 130/2450 pairs done 2026-04-09 05:30:01,828 [INFO] 140/2450 pairs done 2026-04-09 05:30:09,627 [INFO] 150/2450 pairs done 2026-04-09 05:30:17,290 [INFO] 160/2450 pairs done 2026-04-09 05:30:25,275 [INFO] 170/2450 pairs done 2026-04-09 05:30:33,280 [INFO] 180/2450 pairs done 2026-04-09 05:30:40,979 [INFO] 190/2450 pairs done 2026-04-09 05:30:48,319 [INFO] 200/2450 pairs done 2026-04-09 05:30:54,995 [INFO] 210/2450 pairs done 2026-04-09 05:31:02,070 [INFO] 220/2450 pairs done 2026-04-09 05:31:08,923 [INFO] 230/2450 pairs done 2026-04-09 05:31:15,471 [INFO] 240/2450 pairs done 2026-04-09 05:31:22,534 [INFO] 250/2450 pairs done 2026-04-09 05:31:30,084 [INFO] 260/2450 pairs done 2026-04-09 05:31:37,435 [INFO] 270/2450 pairs done 2026-04-09 05:31:44,939 [INFO] 280/2450 pairs done 2026-04-09 05:31:52,390 [INFO] 290/2450 pairs done 2026-04-09 05:31:59,116 [INFO] 300/2450 pairs done 2026-04-09 05:32:05,501 [INFO] 310/2450 pairs done 2026-04-09 05:32:12,286 [INFO] 320/2450 pairs done 2026-04-09 05:32:18,899 [INFO] 330/2450 pairs done 2026-04-09 05:32:25,650 [INFO] 340/2450 pairs done 2026-04-09 05:32:33,364 [INFO] 350/2450 pairs done 2026-04-09 05:32:41,138 [INFO] 360/2450 pairs done 2026-04-09 05:32:48,938 [INFO] 370/2450 pairs done 2026-04-09 05:32:57,202 [INFO] 380/2450 pairs done 2026-04-09 05:33:05,190 [INFO] 390/2450 pairs done 2026-04-09 05:33:12,994 [INFO] 400/2450 pairs done 2026-04-09 05:33:20,553 [INFO] 410/2450 pairs done 2026-04-09 05:33:28,106 [INFO] 420/2450 pairs done 2026-04-09 05:33:35,704 [INFO] 430/2450 pairs done 2026-04-09 05:33:43,107 [INFO] 440/2450 pairs done 2026-04-09 05:33:50,577 [INFO] 450/2450 pairs done 2026-04-09 05:33:58,009 [INFO] 460/2450 pairs done 2026-04-09 05:34:05,418 [INFO] 470/2450 pairs done 2026-04-09 05:34:12,912 [INFO] 480/2450 pairs done 2026-04-09 05:34:20,687 [INFO] 490/2450 pairs done 2026-04-09 05:34:28,035 [INFO] 500/2450 pairs done 2026-04-09 05:34:35,777 [INFO] 510/2450 pairs done 2026-04-09 05:34:43,342 [INFO] 520/2450 pairs done 2026-04-09 05:34:50,952 [INFO] 530/2450 pairs done 2026-04-09 05:34:58,525 [INFO] 540/2450 pairs done 2026-04-09 05:35:04,947 [INFO] 550/2450 pairs done 2026-04-09 05:35:11,242 [INFO] 560/2450 pairs done 2026-04-09 05:35:17,479 [INFO] 570/2450 pairs done 2026-04-09 05:35:23,855 [INFO] 580/2450 pairs done 2026-04-09 05:35:30,510 [INFO] 590/2450 pairs done 2026-04-09 05:35:38,598 [INFO] 600/2450 pairs done 2026-04-09 05:35:47,011 [INFO] 610/2450 pairs done 2026-04-09 05:35:55,217 [INFO] 620/2450 pairs done 2026-04-09 05:36:03,297 [INFO] 630/2450 pairs done 2026-04-09 05:36:11,290 [INFO] 640/2450 pairs done 2026-04-09 05:36:19,162 [INFO] 650/2450 pairs done 2026-04-09 05:36:26,833 [INFO] 660/2450 pairs done 2026-04-09 05:36:34,628 [INFO] 670/2450 pairs done 2026-04-09 05:36:42,502 [INFO] 680/2450 pairs done 2026-04-09 05:36:50,261 [INFO] 690/2450 pairs done 2026-04-09 05:36:58,162 [INFO] 700/2450 pairs done 2026-04-09 05:37:06,393 [INFO] 710/2450 pairs done 2026-04-09 05:37:14,379 [INFO] 720/2450 pairs done 2026-04-09 05:37:22,721 [INFO] 730/2450 pairs done 2026-04-09 05:37:30,695 [INFO] 740/2450 pairs done 2026-04-09 05:37:38,659 [INFO] 750/2450 pairs done 2026-04-09 05:37:46,980 [INFO] 760/2450 pairs done 2026-04-09 05:37:54,867 [INFO] 770/2450 pairs done 2026-04-09 05:38:03,375 [INFO] 780/2450 pairs done 2026-04-09 05:38:10,978 [INFO] 790/2450 pairs done 2026-04-09 05:38:18,615 [INFO] 800/2450 pairs done 2026-04-09 05:38:25,992 [INFO] 810/2450 pairs done 2026-04-09 05:38:33,361 [INFO] 820/2450 pairs done 2026-04-09 05:38:40,753 [INFO] 830/2450 pairs done 2026-04-09 05:38:48,564 [INFO] 840/2450 pairs done 2026-04-09 05:38:56,462 [INFO] 850/2450 pairs done 2026-04-09 05:39:04,576 [INFO] 860/2450 pairs done 2026-04-09 05:39:12,692 [INFO] 870/2450 pairs done 2026-04-09 05:39:20,642 [INFO] 880/2450 pairs done 2026-04-09 05:39:28,523 [INFO] 890/2450 pairs done 2026-04-09 05:39:36,316 [INFO] 900/2450 pairs done 2026-04-09 05:39:44,394 [INFO] 910/2450 pairs done 2026-04-09 05:39:52,397 [INFO] 920/2450 pairs done 2026-04-09 05:40:00,202 [INFO] 930/2450 pairs done 2026-04-09 05:40:08,153 [INFO] 940/2450 pairs done 2026-04-09 05:40:16,029 [INFO] 950/2450 pairs done 2026-04-09 05:40:23,831 [INFO] 960/2450 pairs done 2026-04-09 05:40:31,539 [INFO] 970/2450 pairs done 2026-04-09 05:40:39,324 [INFO] 980/2450 pairs done 2026-04-09 05:40:46,827 [INFO] 990/2450 pairs done 2026-04-09 05:40:54,376 [INFO] 1000/2450 pairs done 2026-04-09 05:41:01,910 [INFO] 1010/2450 pairs done 2026-04-09 05:41:09,357 [INFO] 1020/2450 pairs done 2026-04-09 05:41:16,983 [INFO] 1030/2450 pairs done 2026-04-09 05:41:24,989 [INFO] 1040/2450 pairs done 2026-04-09 05:41:32,869 [INFO] 1050/2450 pairs done 2026-04-09 05:41:40,965 [INFO] 1060/2450 pairs done 2026-04-09 05:41:48,853 [INFO] 1070/2450 pairs done 2026-04-09 05:41:56,494 [INFO] 1080/2450 pairs done 2026-04-09 05:42:04,103 [INFO] 1090/2450 pairs done 2026-04-09 05:42:11,744 [INFO] 1100/2450 pairs done 2026-04-09 05:42:19,236 [INFO] 1110/2450 pairs done 2026-04-09 05:42:27,486 [INFO] 1120/2450 pairs done 2026-04-09 05:42:35,006 [INFO] 1130/2450 pairs done 2026-04-09 05:42:42,377 [INFO] 1140/2450 pairs done 2026-04-09 05:42:49,918 [INFO] 1150/2450 pairs done 2026-04-09 05:42:57,292 [INFO] 1160/2450 pairs done 2026-04-09 05:43:04,719 [INFO] 1170/2450 pairs done 2026-04-09 05:43:12,118 [INFO] 1180/2450 pairs done 2026-04-09 05:43:19,494 [INFO] 1190/2450 pairs done 2026-04-09 05:43:26,977 [INFO] 1200/2450 pairs done 2026-04-09 05:43:34,871 [INFO] 1210/2450 pairs done 2026-04-09 05:43:42,698 [INFO] 1220/2450 pairs done 2026-04-09 05:43:50,588 [INFO] 1230/2450 pairs done 2026-04-09 05:43:58,190 [INFO] 1240/2450 pairs done 2026-04-09 05:44:06,116 [INFO] 1250/2450 pairs done 2026-04-09 05:44:13,597 [INFO] 1260/2450 pairs done 2026-04-09 05:44:21,237 [INFO] 1270/2450 pairs done 2026-04-09 05:44:29,203 [INFO] 1280/2450 pairs done 2026-04-09 05:44:37,058 [INFO] 1290/2450 pairs done 2026-04-09 05:44:44,818 [INFO] 1300/2450 pairs done 2026-04-09 05:44:52,893 [INFO] 1310/2450 pairs done 2026-04-09 05:45:00,930 [INFO] 1320/2450 pairs done 2026-04-09 05:45:07,615 [INFO] 1330/2450 pairs done 2026-04-09 05:45:13,713 [INFO] 1340/2450 pairs done 2026-04-09 05:45:20,033 [INFO] 1350/2450 pairs done 2026-04-09 05:45:26,302 [INFO] 1360/2450 pairs done 2026-04-09 05:45:32,475 [INFO] 1370/2450 pairs done 2026-04-09 05:45:40,222 [INFO] 1380/2450 pairs done 2026-04-09 05:45:48,241 [INFO] 1390/2450 pairs done 2026-04-09 05:45:56,234 [INFO] 1400/2450 pairs done 2026-04-09 05:46:04,208 [INFO] 1410/2450 pairs done 2026-04-09 05:46:12,307 [INFO] 1420/2450 pairs done 2026-04-09 05:46:20,128 [INFO] 1430/2450 pairs done 2026-04-09 05:46:28,206 [INFO] 1440/2450 pairs done 2026-04-09 05:46:36,053 [INFO] 1450/2450 pairs done 2026-04-09 05:46:43,921 [INFO] 1460/2450 pairs done 2026-04-09 05:46:52,023 [INFO] 1470/2450 pairs done 2026-04-09 05:46:59,904 [INFO] 1480/2450 pairs done 2026-04-09 05:47:08,053 [INFO] 1490/2450 pairs done 2026-04-09 05:47:16,068 [INFO] 1500/2450 pairs done 2026-04-09 05:47:24,047 [INFO] 1510/2450 pairs done 2026-04-09 05:47:31,997 [INFO] 1520/2450 pairs done 2026-04-09 05:47:39,807 [INFO] 1530/2450 pairs done 2026-04-09 05:47:47,573 [INFO] 1540/2450 pairs done 2026-04-09 05:47:55,489 [INFO] 1550/2450 pairs done 2026-04-09 05:48:03,873 [INFO] 1560/2450 pairs done 2026-04-09 05:48:11,583 [INFO] 1570/2450 pairs done 2026-04-09 05:48:17,835 [INFO] 1580/2450 pairs done 2026-04-09 05:48:23,964 [INFO] 1590/2450 pairs done 2026-04-09 05:48:30,171 [INFO] 1600/2450 pairs done 2026-04-09 05:48:36,448 [INFO] 1610/2450 pairs done 2026-04-09 05:48:43,265 [INFO] 1620/2450 pairs done 2026-04-09 05:48:51,499 [INFO] 1630/2450 pairs done 2026-04-09 05:48:59,965 [INFO] 1640/2450 pairs done 2026-04-09 05:49:08,022 [INFO] 1650/2450 pairs done 2026-04-09 05:49:16,687 [INFO] 1660/2450 pairs done 2026-04-09 05:49:24,905 [INFO] 1670/2450 pairs done 2026-04-09 05:49:32,951 [INFO] 1680/2450 pairs done 2026-04-09 05:49:41,272 [INFO] 1690/2450 pairs done 2026-04-09 05:49:49,394 [INFO] 1700/2450 pairs done 2026-04-09 05:49:57,685 [INFO] 1710/2450 pairs done 2026-04-09 05:50:06,097 [INFO] 1720/2450 pairs done 2026-04-09 05:50:14,342 [INFO] 1730/2450 pairs done 2026-04-09 05:50:22,224 [INFO] 1740/2450 pairs done 2026-04-09 05:50:30,144 [INFO] 1750/2450 pairs done 2026-04-09 05:50:38,415 [INFO] 1760/2450 pairs done 2026-04-09 05:50:46,539 [INFO] 1770/2450 pairs done 2026-04-09 05:50:55,077 [INFO] 1780/2450 pairs done 2026-04-09 05:51:03,585 [INFO] 1790/2450 pairs done 2026-04-09 05:51:11,544 [INFO] 1800/2450 pairs done 2026-04-09 05:51:19,537 [INFO] 1810/2450 pairs done 2026-04-09 05:51:27,319 [INFO] 1820/2450 pairs done 2026-04-09 05:51:35,031 [INFO] 1830/2450 pairs done 2026-04-09 05:51:42,855 [INFO] 1840/2450 pairs done 2026-04-09 05:51:50,866 [INFO] 1850/2450 pairs done 2026-04-09 05:51:58,946 [INFO] 1860/2450 pairs done 2026-04-09 05:52:07,170 [INFO] 1870/2450 pairs done 2026-04-09 05:52:15,207 [INFO] 1880/2450 pairs done 2026-04-09 05:52:23,271 [INFO] 1890/2450 pairs done 2026-04-09 05:52:31,049 [INFO] 1900/2450 pairs done 2026-04-09 05:52:38,929 [INFO] 1910/2450 pairs done 2026-04-09 05:52:46,513 [INFO] 1920/2450 pairs done 2026-04-09 05:52:54,042 [INFO] 1930/2450 pairs done 2026-04-09 05:53:01,546 [INFO] 1940/2450 pairs done 2026-04-09 05:53:09,132 [INFO] 1950/2450 pairs done 2026-04-09 05:53:16,544 [INFO] 1960/2450 pairs done 2026-04-09 05:53:23,963 [INFO] 1970/2450 pairs done 2026-04-09 05:53:31,402 [INFO] 1980/2450 pairs done 2026-04-09 05:53:38,831 [INFO] 1990/2450 pairs done 2026-04-09 05:53:46,149 [INFO] 2000/2450 pairs done 2026-04-09 05:53:53,551 [INFO] 2010/2450 pairs done 2026-04-09 05:54:01,076 [INFO] 2020/2450 pairs done 2026-04-09 05:54:08,765 [INFO] 2030/2450 pairs done 2026-04-09 05:54:16,420 [INFO] 2040/2450 pairs done 2026-04-09 05:54:24,370 [INFO] 2050/2450 pairs done 2026-04-09 05:54:32,613 [INFO] 2060/2450 pairs done 2026-04-09 05:54:40,923 [INFO] 2070/2450 pairs done 2026-04-09 05:54:49,124 [INFO] 2080/2450 pairs done 2026-04-09 05:54:57,075 [INFO] 2090/2450 pairs done 2026-04-09 05:55:05,565 [INFO] 2100/2450 pairs done 2026-04-09 05:55:13,336 [INFO] 2110/2450 pairs done 2026-04-09 05:55:20,878 [INFO] 2120/2450 pairs done 2026-04-09 05:55:28,320 [INFO] 2130/2450 pairs done 2026-04-09 05:55:35,687 [INFO] 2140/2450 pairs done 2026-04-09 05:55:43,038 [INFO] 2150/2450 pairs done 2026-04-09 05:55:50,610 [INFO] 2160/2450 pairs done 2026-04-09 05:55:58,174 [INFO] 2170/2450 pairs done 2026-04-09 05:56:05,894 [INFO] 2180/2450 pairs done 2026-04-09 05:56:13,381 [INFO] 2190/2450 pairs done 2026-04-09 05:56:20,731 [INFO] 2200/2450 pairs done 2026-04-09 05:56:28,513 [INFO] 2210/2450 pairs done 2026-04-09 05:56:36,663 [INFO] 2220/2450 pairs done 2026-04-09 05:56:44,852 [INFO] 2230/2450 pairs done 2026-04-09 05:56:53,275 [INFO] 2240/2450 pairs done 2026-04-09 05:57:01,713 [INFO] 2250/2450 pairs done 2026-04-09 05:57:09,996 [INFO] 2260/2450 pairs done 2026-04-09 05:57:17,995 [INFO] 2270/2450 pairs done 2026-04-09 05:57:25,689 [INFO] 2280/2450 pairs done 2026-04-09 05:57:33,391 [INFO] 2290/2450 pairs done 2026-04-09 05:57:41,229 [INFO] 2300/2450 pairs done 2026-04-09 05:57:49,135 [INFO] 2310/2450 pairs done 2026-04-09 05:57:57,889 [INFO] 2320/2450 pairs done 2026-04-09 05:58:06,573 [INFO] 2330/2450 pairs done 2026-04-09 05:58:15,005 [INFO] 2340/2450 pairs done 2026-04-09 05:58:23,459 [INFO] 2350/2450 pairs done 2026-04-09 05:58:31,486 [INFO] 2360/2450 pairs done 2026-04-09 05:58:39,119 [INFO] 2370/2450 pairs done 2026-04-09 05:58:46,766 [INFO] 2380/2450 pairs done 2026-04-09 05:58:54,447 [INFO] 2390/2450 pairs done 2026-04-09 05:59:02,214 [INFO] 2400/2450 pairs done 2026-04-09 05:59:10,737 [INFO] 2410/2450 pairs done 2026-04-09 05:59:19,019 [INFO] 2420/2450 pairs done 2026-04-09 05:59:26,947 [INFO] 2430/2450 pairs done 2026-04-09 05:59:34,920 [INFO] 2440/2450 pairs done 2026-04-09 05:59:42,847 [INFO] 2450/2450 pairs done 2026-04-09 05:59:42,864 [INFO] Rep 1/5: FPR=0.0094, phantom_edges=23 2026-04-09 05:59:42,864 [INFO] [TemporalDiscovery] Estimating 2450 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 05:59:50,947 [INFO] 10/2450 pairs done 2026-04-09 05:59:58,941 [INFO] 20/2450 pairs done 2026-04-09 06:00:06,877 [INFO] 30/2450 pairs done 2026-04-09 06:00:14,524 [INFO] 40/2450 pairs done 2026-04-09 06:00:22,747 [INFO] 50/2450 pairs done 2026-04-09 06:00:30,437 [INFO] 60/2450 pairs done 2026-04-09 06:00:38,029 [INFO] 70/2450 pairs done 2026-04-09 06:00:45,772 [INFO] 80/2450 pairs done 2026-04-09 06:00:53,391 [INFO] 90/2450 pairs done 2026-04-09 06:01:01,073 [INFO] 100/2450 pairs done 2026-04-09 06:01:08,548 [INFO] 110/2450 pairs done 2026-04-09 06:01:16,016 [INFO] 120/2450 pairs done 2026-04-09 06:01:23,471 [INFO] 130/2450 pairs done 2026-04-09 06:01:31,069 [INFO] 140/2450 pairs done 2026-04-09 06:01:38,631 [INFO] 150/2450 pairs done 2026-04-09 06:01:46,014 [INFO] 160/2450 pairs done 2026-04-09 06:01:53,437 [INFO] 170/2450 pairs done 2026-04-09 06:02:00,924 [INFO] 180/2450 pairs done 2026-04-09 06:02:08,337 [INFO] 190/2450 pairs done 2026-04-09 06:02:15,912 [INFO] 200/2450 pairs done 2026-04-09 06:02:23,910 [INFO] 210/2450 pairs done 2026-04-09 06:02:31,900 [INFO] 220/2450 pairs done 2026-04-09 06:02:39,981 [INFO] 230/2450 pairs done 2026-04-09 06:02:47,907 [INFO] 240/2450 pairs done 2026-04-09 06:02:55,174 [INFO] 250/2450 pairs done 2026-04-09 06:03:01,485 [INFO] 260/2450 pairs done 2026-04-09 06:03:08,074 [INFO] 270/2450 pairs done 2026-04-09 06:03:14,655 [INFO] 280/2450 pairs done 2026-04-09 06:03:21,566 [INFO] 290/2450 pairs done 2026-04-09 06:03:28,922 [INFO] 300/2450 pairs done 2026-04-09 06:03:36,884 [INFO] 310/2450 pairs done 2026-04-09 06:03:44,861 [INFO] 320/2450 pairs done 2026-04-09 06:03:52,804 [INFO] 330/2450 pairs done 2026-04-09 06:04:00,678 [INFO] 340/2450 pairs done 2026-04-09 06:04:08,490 [INFO] 350/2450 pairs done 2026-04-09 06:04:16,598 [INFO] 360/2450 pairs done 2026-04-09 06:04:24,566 [INFO] 370/2450 pairs done 2026-04-09 06:04:32,700 [INFO] 380/2450 pairs done 2026-04-09 06:04:40,670 [INFO] 390/2450 pairs done 2026-04-09 06:04:48,568 [INFO] 400/2450 pairs done 2026-04-09 06:04:56,270 [INFO] 410/2450 pairs done 2026-04-09 06:05:04,400 [INFO] 420/2450 pairs done 2026-04-09 06:05:12,525 [INFO] 430/2450 pairs done 2026-04-09 06:05:20,688 [INFO] 440/2450 pairs done 2026-04-09 06:05:29,016 [INFO] 450/2450 pairs done 2026-04-09 06:05:37,098 [INFO] 460/2450 pairs done 2026-04-09 06:05:45,689 [INFO] 470/2450 pairs done 2026-04-09 06:05:53,839 [INFO] 480/2450 pairs done 2026-04-09 06:06:01,922 [INFO] 490/2450 pairs done 2026-04-09 06:06:09,630 [INFO] 500/2450 pairs done 2026-04-09 06:06:17,424 [INFO] 510/2450 pairs done 2026-04-09 06:06:25,177 [INFO] 520/2450 pairs done 2026-04-09 06:06:32,890 [INFO] 530/2450 pairs done 2026-04-09 06:06:40,611 [INFO] 540/2450 pairs done 2026-04-09 06:06:48,437 [INFO] 550/2450 pairs done 2026-04-09 06:06:56,314 [INFO] 560/2450 pairs done 2026-04-09 06:07:04,075 [INFO] 570/2450 pairs done 2026-04-09 06:07:11,937 [INFO] 580/2450 pairs done 2026-04-09 06:07:19,487 [INFO] 590/2450 pairs done 2026-04-09 06:07:26,917 [INFO] 600/2450 pairs done 2026-04-09 06:07:34,291 [INFO] 610/2450 pairs done 2026-04-09 06:07:41,777 [INFO] 620/2450 pairs done 2026-04-09 06:07:49,082 [INFO] 630/2450 pairs done 2026-04-09 06:07:56,640 [INFO] 640/2450 pairs done 2026-04-09 06:08:04,818 [INFO] 650/2450 pairs done 2026-04-09 06:08:12,866 [INFO] 660/2450 pairs done 2026-04-09 06:08:21,199 [INFO] 670/2450 pairs done 2026-04-09 06:08:29,109 [INFO] 680/2450 pairs done 2026-04-09 06:08:37,275 [INFO] 690/2450 pairs done 2026-04-09 06:08:45,420 [INFO] 700/2450 pairs done 2026-04-09 06:08:53,676 [INFO] 710/2450 pairs done 2026-04-09 06:09:01,909 [INFO] 720/2450 pairs done 2026-04-09 06:09:09,926 [INFO] 730/2450 pairs done 2026-04-09 06:09:18,215 [INFO] 740/2450 pairs done 2026-04-09 06:09:26,164 [INFO] 750/2450 pairs done 2026-04-09 06:09:34,334 [INFO] 760/2450 pairs done 2026-04-09 06:09:42,615 [INFO] 770/2450 pairs done 2026-04-09 06:09:50,840 [INFO] 780/2450 pairs done 2026-04-09 06:09:58,826 [INFO] 790/2450 pairs done 2026-04-09 06:10:06,601 [INFO] 800/2450 pairs done 2026-04-09 06:10:14,377 [INFO] 810/2450 pairs done 2026-04-09 06:10:22,128 [INFO] 820/2450 pairs done 2026-04-09 06:10:29,947 [INFO] 830/2450 pairs done 2026-04-09 06:10:37,772 [INFO] 840/2450 pairs done 2026-04-09 06:10:45,327 [INFO] 850/2450 pairs done 2026-04-09 06:10:53,039 [INFO] 860/2450 pairs done 2026-04-09 06:11:00,689 [INFO] 870/2450 pairs done 2026-04-09 06:11:08,375 [INFO] 880/2450 pairs done 2026-04-09 06:11:16,302 [INFO] 890/2450 pairs done 2026-04-09 06:11:24,069 [INFO] 900/2450 pairs done 2026-04-09 06:11:31,824 [INFO] 910/2450 pairs done 2026-04-09 06:11:39,532 [INFO] 920/2450 pairs done 2026-04-09 06:11:47,146 [INFO] 930/2450 pairs done 2026-04-09 06:11:54,447 [INFO] 940/2450 pairs done 2026-04-09 06:12:01,755 [INFO] 950/2450 pairs done 2026-04-09 06:12:09,134 [INFO] 960/2450 pairs done 2026-04-09 06:12:16,892 [INFO] 970/2450 pairs done 2026-04-09 06:12:24,347 [INFO] 980/2450 pairs done 2026-04-09 06:12:31,175 [INFO] 990/2450 pairs done 2026-04-09 06:12:37,875 [INFO] 1000/2450 pairs done 2026-04-09 06:12:44,301 [INFO] 1010/2450 pairs done 2026-04-09 06:12:51,077 [INFO] 1020/2450 pairs done 2026-04-09 06:12:58,013 [INFO] 1030/2450 pairs done 2026-04-09 06:13:05,655 [INFO] 1040/2450 pairs done 2026-04-09 06:13:13,031 [INFO] 1050/2450 pairs done 2026-04-09 06:13:20,454 [INFO] 1060/2450 pairs done 2026-04-09 06:13:27,779 [INFO] 1070/2450 pairs done 2026-04-09 06:13:35,179 [INFO] 1080/2450 pairs done 2026-04-09 06:13:42,834 [INFO] 1090/2450 pairs done 2026-04-09 06:13:50,419 [INFO] 1100/2450 pairs done 2026-04-09 06:13:58,151 [INFO] 1110/2450 pairs done 2026-04-09 06:14:05,777 [INFO] 1120/2450 pairs done 2026-04-09 06:14:13,328 [INFO] 1130/2450 pairs done 2026-04-09 06:14:20,776 [INFO] 1140/2450 pairs done 2026-04-09 06:14:28,244 [INFO] 1150/2450 pairs done 2026-04-09 06:14:35,689 [INFO] 1160/2450 pairs done 2026-04-09 06:14:43,076 [INFO] 1170/2450 pairs done 2026-04-09 06:14:50,499 [INFO] 1180/2450 pairs done 2026-04-09 06:14:57,922 [INFO] 1190/2450 pairs done 2026-04-09 06:15:05,387 [INFO] 1200/2450 pairs done 2026-04-09 06:15:12,847 [INFO] 1210/2450 pairs done 2026-04-09 06:15:20,324 [INFO] 1220/2450 pairs done 2026-04-09 06:15:27,971 [INFO] 1230/2450 pairs done 2026-04-09 06:15:35,916 [INFO] 1240/2450 pairs done 2026-04-09 06:15:43,868 [INFO] 1250/2450 pairs done 2026-04-09 06:15:51,835 [INFO] 1260/2450 pairs done 2026-04-09 06:15:59,832 [INFO] 1270/2450 pairs done 2026-04-09 06:16:07,156 [INFO] 1280/2450 pairs done 2026-04-09 06:16:14,211 [INFO] 1290/2450 pairs done 2026-04-09 06:16:21,371 [INFO] 1300/2450 pairs done 2026-04-09 06:16:28,385 [INFO] 1310/2450 pairs done 2026-04-09 06:16:35,374 [INFO] 1320/2450 pairs done 2026-04-09 06:16:41,911 [INFO] 1330/2450 pairs done 2026-04-09 06:16:48,142 [INFO] 1340/2450 pairs done 2026-04-09 06:16:54,451 [INFO] 1350/2450 pairs done 2026-04-09 06:17:00,695 [INFO] 1360/2450 pairs done 2026-04-09 06:17:06,888 [INFO] 1370/2450 pairs done 2026-04-09 06:17:14,263 [INFO] 1380/2450 pairs done 2026-04-09 06:17:21,873 [INFO] 1390/2450 pairs done 2026-04-09 06:17:29,701 [INFO] 1400/2450 pairs done 2026-04-09 06:17:37,365 [INFO] 1410/2450 pairs done 2026-04-09 06:17:45,093 [INFO] 1420/2450 pairs done 2026-04-09 06:17:53,005 [INFO] 1430/2450 pairs done 2026-04-09 06:18:01,591 [INFO] 1440/2450 pairs done 2026-04-09 06:18:09,700 [INFO] 1450/2450 pairs done 2026-04-09 06:18:18,130 [INFO] 1460/2450 pairs done 2026-04-09 06:18:26,466 [INFO] 1470/2450 pairs done 2026-04-09 06:18:34,845 [INFO] 1480/2450 pairs done 2026-04-09 06:18:42,972 [INFO] 1490/2450 pairs done 2026-04-09 06:18:51,142 [INFO] 1500/2450 pairs done 2026-04-09 06:18:59,280 [INFO] 1510/2450 pairs done 2026-04-09 06:19:07,339 [INFO] 1520/2450 pairs done 2026-04-09 06:19:15,056 [INFO] 1530/2450 pairs done 2026-04-09 06:19:22,810 [INFO] 1540/2450 pairs done 2026-04-09 06:19:30,690 [INFO] 1550/2450 pairs done 2026-04-09 06:19:38,275 [INFO] 1560/2450 pairs done 2026-04-09 06:19:45,924 [INFO] 1570/2450 pairs done 2026-04-09 06:19:53,605 [INFO] 1580/2450 pairs done 2026-04-09 06:20:01,261 [INFO] 1590/2450 pairs done 2026-04-09 06:20:08,871 [INFO] 1600/2450 pairs done 2026-04-09 06:20:16,393 [INFO] 1610/2450 pairs done 2026-04-09 06:20:24,026 [INFO] 1620/2450 pairs done 2026-04-09 06:20:32,073 [INFO] 1630/2450 pairs done 2026-04-09 06:20:39,869 [INFO] 1640/2450 pairs done 2026-04-09 06:20:47,787 [INFO] 1650/2450 pairs done 2026-04-09 06:20:55,523 [INFO] 1660/2450 pairs done 2026-04-09 06:21:03,511 [INFO] 1670/2450 pairs done 2026-04-09 06:21:11,878 [INFO] 1680/2450 pairs done 2026-04-09 06:21:20,172 [INFO] 1690/2450 pairs done 2026-04-09 06:21:28,580 [INFO] 1700/2450 pairs done 2026-04-09 06:21:36,660 [INFO] 1710/2450 pairs done 2026-04-09 06:21:44,775 [INFO] 1720/2450 pairs done 2026-04-09 06:21:52,831 [INFO] 1730/2450 pairs done 2026-04-09 06:22:00,707 [INFO] 1740/2450 pairs done 2026-04-09 06:22:08,700 [INFO] 1750/2450 pairs done 2026-04-09 06:22:16,580 [INFO] 1760/2450 pairs done 2026-04-09 06:22:24,265 [INFO] 1770/2450 pairs done 2026-04-09 06:22:31,620 [INFO] 1780/2450 pairs done 2026-04-09 06:22:39,214 [INFO] 1790/2450 pairs done 2026-04-09 06:22:46,562 [INFO] 1800/2450 pairs done 2026-04-09 06:22:53,915 [INFO] 1810/2450 pairs done 2026-04-09 06:23:01,395 [INFO] 1820/2450 pairs done 2026-04-09 06:23:08,906 [INFO] 1830/2450 pairs done 2026-04-09 06:23:16,519 [INFO] 1840/2450 pairs done 2026-04-09 06:23:24,062 [INFO] 1850/2450 pairs done 2026-04-09 06:23:31,868 [INFO] 1860/2450 pairs done 2026-04-09 06:23:39,650 [INFO] 1870/2450 pairs done 2026-04-09 06:23:47,642 [INFO] 1880/2450 pairs done 2026-04-09 06:23:55,670 [INFO] 1890/2450 pairs done 2026-04-09 06:24:03,864 [INFO] 1900/2450 pairs done 2026-04-09 06:24:11,916 [INFO] 1910/2450 pairs done 2026-04-09 06:24:19,681 [INFO] 1920/2450 pairs done 2026-04-09 06:24:27,360 [INFO] 1930/2450 pairs done 2026-04-09 06:24:34,966 [INFO] 1940/2450 pairs done 2026-04-09 06:24:42,564 [INFO] 1950/2450 pairs done 2026-04-09 06:24:50,355 [INFO] 1960/2450 pairs done 2026-04-09 06:24:58,306 [INFO] 1970/2450 pairs done 2026-04-09 06:25:06,256 [INFO] 1980/2450 pairs done 2026-04-09 06:25:14,474 [INFO] 1990/2450 pairs done 2026-04-09 06:25:22,708 [INFO] 2000/2450 pairs done 2026-04-09 06:25:31,065 [INFO] 2010/2450 pairs done 2026-04-09 06:25:39,944 [INFO] 2020/2450 pairs done 2026-04-09 06:25:47,756 [INFO] 2030/2450 pairs done 2026-04-09 06:25:55,887 [INFO] 2040/2450 pairs done 2026-04-09 06:26:03,819 [INFO] 2050/2450 pairs done 2026-04-09 06:26:11,837 [INFO] 2060/2450 pairs done 2026-04-09 06:26:19,270 [INFO] 2070/2450 pairs done 2026-04-09 06:26:26,581 [INFO] 2080/2450 pairs done 2026-04-09 06:26:33,970 [INFO] 2090/2450 pairs done 2026-04-09 06:26:41,374 [INFO] 2100/2450 pairs done 2026-04-09 06:26:48,751 [INFO] 2110/2450 pairs done 2026-04-09 06:26:56,223 [INFO] 2120/2450 pairs done 2026-04-09 06:27:03,628 [INFO] 2130/2450 pairs done 2026-04-09 06:27:11,138 [INFO] 2140/2450 pairs done 2026-04-09 06:27:18,708 [INFO] 2150/2450 pairs done 2026-04-09 06:27:26,391 [INFO] 2160/2450 pairs done 2026-04-09 06:27:34,583 [INFO] 2170/2450 pairs done 2026-04-09 06:27:42,315 [INFO] 2180/2450 pairs done 2026-04-09 06:27:50,455 [INFO] 2190/2450 pairs done 2026-04-09 06:27:58,876 [INFO] 2200/2450 pairs done 2026-04-09 06:28:07,126 [INFO] 2210/2450 pairs done 2026-04-09 06:28:15,764 [INFO] 2220/2450 pairs done 2026-04-09 06:28:24,389 [INFO] 2230/2450 pairs done 2026-04-09 06:28:33,204 [INFO] 2240/2450 pairs done 2026-04-09 06:28:41,648 [INFO] 2250/2450 pairs done 2026-04-09 06:28:49,362 [INFO] 2260/2450 pairs done 2026-04-09 06:28:56,750 [INFO] 2270/2450 pairs done 2026-04-09 06:29:04,103 [INFO] 2280/2450 pairs done 2026-04-09 06:29:11,506 [INFO] 2290/2450 pairs done 2026-04-09 06:29:18,898 [INFO] 2300/2450 pairs done 2026-04-09 06:29:26,692 [INFO] 2310/2450 pairs done 2026-04-09 06:29:34,974 [INFO] 2320/2450 pairs done 2026-04-09 06:29:42,555 [INFO] 2330/2450 pairs done 2026-04-09 06:29:50,224 [INFO] 2340/2450 pairs done 2026-04-09 06:29:57,944 [INFO] 2350/2450 pairs done 2026-04-09 06:30:05,793 [INFO] 2360/2450 pairs done 2026-04-09 06:30:13,334 [INFO] 2370/2450 pairs done 2026-04-09 06:30:21,193 [INFO] 2380/2450 pairs done 2026-04-09 06:30:28,783 [INFO] 2390/2450 pairs done 2026-04-09 06:30:36,424 [INFO] 2400/2450 pairs done 2026-04-09 06:30:44,227 [INFO] 2410/2450 pairs done 2026-04-09 06:30:52,267 [INFO] 2420/2450 pairs done 2026-04-09 06:31:00,012 [INFO] 2430/2450 pairs done 2026-04-09 06:31:08,521 [INFO] 2440/2450 pairs done 2026-04-09 06:31:16,478 [INFO] 2450/2450 pairs done 2026-04-09 06:31:16,480 [INFO] Rep 2/5: FPR=0.0102, phantom_edges=25 2026-04-09 06:31:16,480 [INFO] [TemporalDiscovery] Estimating 2450 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 06:31:24,421 [INFO] 10/2450 pairs done 2026-04-09 06:31:33,301 [INFO] 20/2450 pairs done 2026-04-09 06:31:41,421 [INFO] 30/2450 pairs done 2026-04-09 06:31:49,329 [INFO] 40/2450 pairs done 2026-04-09 06:31:57,489 [INFO] 50/2450 pairs done 2026-04-09 06:32:03,697 [INFO] 60/2450 pairs done 2026-04-09 06:32:09,903 [INFO] 70/2450 pairs done 2026-04-09 06:32:16,081 [INFO] 80/2450 pairs done 2026-04-09 06:32:22,308 [INFO] 90/2450 pairs done 2026-04-09 06:32:28,715 [INFO] 100/2450 pairs done 2026-04-09 06:32:36,050 [INFO] 110/2450 pairs done 2026-04-09 06:32:43,386 [INFO] 120/2450 pairs done 2026-04-09 06:32:50,705 [INFO] 130/2450 pairs done 2026-04-09 06:32:58,048 [INFO] 140/2450 pairs done 2026-04-09 06:33:05,070 [INFO] 150/2450 pairs done 2026-04-09 06:33:11,917 [INFO] 160/2450 pairs done 2026-04-09 06:33:19,178 [INFO] 170/2450 pairs done 2026-04-09 06:33:25,829 [INFO] 180/2450 pairs done 2026-04-09 06:33:32,833 [INFO] 190/2450 pairs done 2026-04-09 06:33:40,344 [INFO] 200/2450 pairs done 2026-04-09 06:33:48,388 [INFO] 210/2450 pairs done 2026-04-09 06:33:56,618 [INFO] 220/2450 pairs done 2026-04-09 06:34:04,678 [INFO] 230/2450 pairs done 2026-04-09 06:34:13,094 [INFO] 240/2450 pairs done 2026-04-09 06:34:21,489 [INFO] 250/2450 pairs done 2026-04-09 06:34:29,188 [INFO] 260/2450 pairs done 2026-04-09 06:34:36,976 [INFO] 270/2450 pairs done 2026-04-09 06:34:44,759 [INFO] 280/2450 pairs done 2026-04-09 06:34:52,522 [INFO] 290/2450 pairs done 2026-04-09 06:35:00,394 [INFO] 300/2450 pairs done 2026-04-09 06:35:08,747 [INFO] 310/2450 pairs done 2026-04-09 06:35:16,886 [INFO] 320/2450 pairs done 2026-04-09 06:35:24,984 [INFO] 330/2450 pairs done 2026-04-09 06:35:32,822 [INFO] 340/2450 pairs done 2026-04-09 06:35:40,886 [INFO] 350/2450 pairs done 2026-04-09 06:35:48,379 [INFO] 360/2450 pairs done 2026-04-09 06:35:56,053 [INFO] 370/2450 pairs done 2026-04-09 06:36:03,704 [INFO] 380/2450 pairs done 2026-04-09 06:36:11,360 [INFO] 390/2450 pairs done 2026-04-09 06:36:17,854 [INFO] 400/2450 pairs done 2026-04-09 06:36:24,041 [INFO] 410/2450 pairs done 2026-04-09 06:36:30,263 [INFO] 420/2450 pairs done 2026-04-09 06:36:36,447 [INFO] 430/2450 pairs done 2026-04-09 06:36:42,642 [INFO] 440/2450 pairs done 2026-04-09 06:36:50,581 [INFO] 450/2450 pairs done 2026-04-09 06:36:58,791 [INFO] 460/2450 pairs done 2026-04-09 06:37:07,118 [INFO] 470/2450 pairs done 2026-04-09 06:37:15,175 [INFO] 480/2450 pairs done 2026-04-09 06:37:23,395 [INFO] 490/2450 pairs done 2026-04-09 06:37:30,978 [INFO] 500/2450 pairs done 2026-04-09 06:37:38,539 [INFO] 510/2450 pairs done 2026-04-09 06:37:46,090 [INFO] 520/2450 pairs done 2026-04-09 06:37:53,553 [INFO] 530/2450 pairs done 2026-04-09 06:38:01,092 [INFO] 540/2450 pairs done 2026-04-09 06:38:08,104 [INFO] 550/2450 pairs done 2026-04-09 06:38:15,111 [INFO] 560/2450 pairs done 2026-04-09 06:38:22,143 [INFO] 570/2450 pairs done 2026-04-09 06:38:28,964 [INFO] 580/2450 pairs done 2026-04-09 06:38:36,034 [INFO] 590/2450 pairs done 2026-04-09 06:38:43,663 [INFO] 600/2450 pairs done 2026-04-09 06:38:51,173 [INFO] 610/2450 pairs done 2026-04-09 06:38:58,679 [INFO] 620/2450 pairs done 2026-04-09 06:39:06,593 [INFO] 630/2450 pairs done 2026-04-09 06:39:14,574 [INFO] 640/2450 pairs done 2026-04-09 06:39:22,651 [INFO] 650/2450 pairs done 2026-04-09 06:39:30,837 [INFO] 660/2450 pairs done 2026-04-09 06:39:39,048 [INFO] 670/2450 pairs done 2026-04-09 06:39:47,376 [INFO] 680/2450 pairs done 2026-04-09 06:39:55,350 [INFO] 690/2450 pairs done 2026-04-09 06:40:03,112 [INFO] 700/2450 pairs done 2026-04-09 06:40:10,812 [INFO] 710/2450 pairs done 2026-04-09 06:40:18,566 [INFO] 720/2450 pairs done 2026-04-09 06:40:26,268 [INFO] 730/2450 pairs done 2026-04-09 06:40:33,926 [INFO] 740/2450 pairs done 2026-04-09 06:40:41,298 [INFO] 750/2450 pairs done 2026-04-09 06:40:48,692 [INFO] 760/2450 pairs done 2026-04-09 06:40:56,071 [INFO] 770/2450 pairs done 2026-04-09 06:41:03,516 [INFO] 780/2450 pairs done 2026-04-09 06:41:10,924 [INFO] 790/2450 pairs done 2026-04-09 06:41:18,366 [INFO] 800/2450 pairs done 2026-04-09 06:41:25,714 [INFO] 810/2450 pairs done 2026-04-09 06:41:33,190 [INFO] 820/2450 pairs done 2026-04-09 06:41:40,610 [INFO] 830/2450 pairs done 2026-04-09 06:41:48,196 [INFO] 840/2450 pairs done 2026-04-09 06:41:55,768 [INFO] 850/2450 pairs done 2026-04-09 06:42:03,413 [INFO] 860/2450 pairs done 2026-04-09 06:42:10,979 [INFO] 870/2450 pairs done 2026-04-09 06:42:18,594 [INFO] 880/2450 pairs done 2026-04-09 06:42:26,164 [INFO] 890/2450 pairs done 2026-04-09 06:42:33,729 [INFO] 900/2450 pairs done 2026-04-09 06:42:41,343 [INFO] 910/2450 pairs done 2026-04-09 06:42:49,024 [INFO] 920/2450 pairs done 2026-04-09 06:42:56,596 [INFO] 930/2450 pairs done 2026-04-09 06:43:04,302 [INFO] 940/2450 pairs done 2026-04-09 06:43:12,284 [INFO] 950/2450 pairs done 2026-04-09 06:43:20,349 [INFO] 960/2450 pairs done 2026-04-09 06:43:28,683 [INFO] 970/2450 pairs done 2026-04-09 06:43:36,979 [INFO] 980/2450 pairs done 2026-04-09 06:43:45,478 [INFO] 990/2450 pairs done 2026-04-09 06:43:54,275 [INFO] 1000/2450 pairs done 2026-04-09 06:44:02,658 [INFO] 1010/2450 pairs done 2026-04-09 06:44:10,865 [INFO] 1020/2450 pairs done 2026-04-09 06:44:19,044 [INFO] 1030/2450 pairs done 2026-04-09 06:44:26,489 [INFO] 1040/2450 pairs done 2026-04-09 06:44:33,927 [INFO] 1050/2450 pairs done 2026-04-09 06:44:41,352 [INFO] 1060/2450 pairs done 2026-04-09 06:44:48,784 [INFO] 1070/2450 pairs done 2026-04-09 06:44:56,209 [INFO] 1080/2450 pairs done 2026-04-09 06:45:03,628 [INFO] 1090/2450 pairs done 2026-04-09 06:45:11,027 [INFO] 1100/2450 pairs done 2026-04-09 06:45:18,419 [INFO] 1110/2450 pairs done 2026-04-09 06:45:25,863 [INFO] 1120/2450 pairs done 2026-04-09 06:45:33,243 [INFO] 1130/2450 pairs done 2026-04-09 06:45:40,603 [INFO] 1140/2450 pairs done 2026-04-09 06:45:47,971 [INFO] 1150/2450 pairs done 2026-04-09 06:45:55,434 [INFO] 1160/2450 pairs done 2026-04-09 06:46:02,882 [INFO] 1170/2450 pairs done 2026-04-09 06:46:09,882 [INFO] 1180/2450 pairs done 2026-04-09 06:46:16,566 [INFO] 1190/2450 pairs done 2026-04-09 06:46:22,993 [INFO] 1200/2450 pairs done 2026-04-09 06:46:29,497 [INFO] 1210/2450 pairs done 2026-04-09 06:46:36,085 [INFO] 1220/2450 pairs done 2026-04-09 06:46:43,202 [INFO] 1230/2450 pairs done 2026-04-09 06:46:50,818 [INFO] 1240/2450 pairs done 2026-04-09 06:46:58,533 [INFO] 1250/2450 pairs done 2026-04-09 06:47:06,325 [INFO] 1260/2450 pairs done 2026-04-09 06:47:14,072 [INFO] 1270/2450 pairs done 2026-04-09 06:47:20,946 [INFO] 1280/2450 pairs done 2026-04-09 06:47:27,073 [INFO] 1290/2450 pairs done 2026-04-09 06:47:33,308 [INFO] 1300/2450 pairs done 2026-04-09 06:47:39,577 [INFO] 1310/2450 pairs done 2026-04-09 06:47:45,841 [INFO] 1320/2450 pairs done 2026-04-09 06:47:53,420 [INFO] 1330/2450 pairs done 2026-04-09 06:48:01,550 [INFO] 1340/2450 pairs done 2026-04-09 06:48:09,761 [INFO] 1350/2450 pairs done 2026-04-09 06:48:18,250 [INFO] 1360/2450 pairs done 2026-04-09 06:48:26,865 [INFO] 1370/2450 pairs done 2026-04-09 06:48:34,931 [INFO] 1380/2450 pairs done 2026-04-09 06:48:42,764 [INFO] 1390/2450 pairs done 2026-04-09 06:48:50,637 [INFO] 1400/2450 pairs done 2026-04-09 06:48:58,497 [INFO] 1410/2450 pairs done 2026-04-09 06:49:06,102 [INFO] 1420/2450 pairs done 2026-04-09 06:49:13,886 [INFO] 1430/2450 pairs done 2026-04-09 06:49:21,877 [INFO] 1440/2450 pairs done 2026-04-09 06:49:29,879 [INFO] 1450/2450 pairs done 2026-04-09 06:49:37,739 [INFO] 1460/2450 pairs done 2026-04-09 06:49:45,723 [INFO] 1470/2450 pairs done 2026-04-09 06:49:54,092 [INFO] 1480/2450 pairs done 2026-04-09 06:50:02,175 [INFO] 1490/2450 pairs done 2026-04-09 06:50:10,229 [INFO] 1500/2450 pairs done 2026-04-09 06:50:18,494 [INFO] 1510/2450 pairs done 2026-04-09 06:50:26,770 [INFO] 1520/2450 pairs done 2026-04-09 06:50:35,069 [INFO] 1530/2450 pairs done 2026-04-09 06:50:43,576 [INFO] 1540/2450 pairs done 2026-04-09 06:50:51,691 [INFO] 1550/2450 pairs done 2026-04-09 06:50:59,875 [INFO] 1560/2450 pairs done 2026-04-09 06:51:07,968 [INFO] 1570/2450 pairs done 2026-04-09 06:51:15,975 [INFO] 1580/2450 pairs done 2026-04-09 06:51:23,992 [INFO] 1590/2450 pairs done 2026-04-09 06:51:32,207 [INFO] 1600/2450 pairs done 2026-04-09 06:51:40,149 [INFO] 1610/2450 pairs done 2026-04-09 06:51:48,221 [INFO] 1620/2450 pairs done 2026-04-09 06:51:55,763 [INFO] 1630/2450 pairs done 2026-04-09 06:52:03,174 [INFO] 1640/2450 pairs done 2026-04-09 06:52:10,569 [INFO] 1650/2450 pairs done 2026-04-09 06:52:17,974 [INFO] 1660/2450 pairs done 2026-04-09 06:52:24,920 [INFO] 1670/2450 pairs done 2026-04-09 06:52:31,181 [INFO] 1680/2450 pairs done 2026-04-09 06:52:37,434 [INFO] 1690/2450 pairs done 2026-04-09 06:52:43,634 [INFO] 1700/2450 pairs done 2026-04-09 06:52:49,847 [INFO] 1710/2450 pairs done 2026-04-09 06:52:56,858 [INFO] 1720/2450 pairs done 2026-04-09 06:53:04,568 [INFO] 1730/2450 pairs done 2026-04-09 06:53:12,375 [INFO] 1740/2450 pairs done 2026-04-09 06:53:20,101 [INFO] 1750/2450 pairs done 2026-04-09 06:53:27,929 [INFO] 1760/2450 pairs done 2026-04-09 06:53:36,199 [INFO] 1770/2450 pairs done 2026-04-09 06:53:44,348 [INFO] 1780/2450 pairs done 2026-04-09 06:53:52,332 [INFO] 1790/2450 pairs done 2026-04-09 06:54:00,172 [INFO] 1800/2450 pairs done 2026-04-09 06:54:08,020 [INFO] 1810/2450 pairs done 2026-04-09 06:54:16,068 [INFO] 1820/2450 pairs done 2026-04-09 06:54:24,233 [INFO] 1830/2450 pairs done 2026-04-09 06:54:32,244 [INFO] 1840/2450 pairs done 2026-04-09 06:54:40,281 [INFO] 1850/2450 pairs done 2026-04-09 06:54:48,047 [INFO] 1860/2450 pairs done 2026-04-09 06:54:55,508 [INFO] 1870/2450 pairs done 2026-04-09 06:55:02,831 [INFO] 1880/2450 pairs done 2026-04-09 06:55:10,072 [INFO] 1890/2450 pairs done 2026-04-09 06:55:17,526 [INFO] 1900/2450 pairs done 2026-04-09 06:55:24,813 [INFO] 1910/2450 pairs done 2026-04-09 06:55:32,196 [INFO] 1920/2450 pairs done 2026-04-09 06:55:39,645 [INFO] 1930/2450 pairs done 2026-04-09 06:55:47,088 [INFO] 1940/2450 pairs done 2026-04-09 06:55:54,511 [INFO] 1950/2450 pairs done 2026-04-09 06:56:01,919 [INFO] 1960/2450 pairs done 2026-04-09 06:56:09,578 [INFO] 1970/2450 pairs done 2026-04-09 06:56:17,168 [INFO] 1980/2450 pairs done 2026-04-09 06:56:24,877 [INFO] 1990/2450 pairs done 2026-04-09 06:56:32,635 [INFO] 2000/2450 pairs done 2026-04-09 06:56:40,275 [INFO] 2010/2450 pairs done 2026-04-09 06:56:48,165 [INFO] 2020/2450 pairs done 2026-04-09 06:56:55,924 [INFO] 2030/2450 pairs done 2026-04-09 06:57:03,510 [INFO] 2040/2450 pairs done 2026-04-09 06:57:11,298 [INFO] 2050/2450 pairs done 2026-04-09 06:57:18,789 [INFO] 2060/2450 pairs done 2026-04-09 06:57:24,964 [INFO] 2070/2450 pairs done 2026-04-09 06:57:31,175 [INFO] 2080/2450 pairs done 2026-04-09 06:57:37,319 [INFO] 2090/2450 pairs done 2026-04-09 06:57:43,508 [INFO] 2100/2450 pairs done 2026-04-09 06:57:50,194 [INFO] 2110/2450 pairs done 2026-04-09 06:57:57,729 [INFO] 2120/2450 pairs done 2026-04-09 06:58:05,816 [INFO] 2130/2450 pairs done 2026-04-09 06:58:13,705 [INFO] 2140/2450 pairs done 2026-04-09 06:58:21,575 [INFO] 2150/2450 pairs done 2026-04-09 06:58:29,404 [INFO] 2160/2450 pairs done 2026-04-09 06:58:37,193 [INFO] 2170/2450 pairs done 2026-04-09 06:58:44,821 [INFO] 2180/2450 pairs done 2026-04-09 06:58:52,572 [INFO] 2190/2450 pairs done 2026-04-09 06:59:00,327 [INFO] 2200/2450 pairs done 2026-04-09 06:59:08,391 [INFO] 2210/2450 pairs done 2026-04-09 06:59:16,464 [INFO] 2220/2450 pairs done 2026-04-09 06:59:24,795 [INFO] 2230/2450 pairs done 2026-04-09 06:59:33,055 [INFO] 2240/2450 pairs done 2026-04-09 06:59:41,393 [INFO] 2250/2450 pairs done 2026-04-09 06:59:49,584 [INFO] 2260/2450 pairs done 2026-04-09 06:59:58,064 [INFO] 2270/2450 pairs done 2026-04-09 07:00:06,470 [INFO] 2280/2450 pairs done 2026-04-09 07:00:14,860 [INFO] 2290/2450 pairs done 2026-04-09 07:00:23,747 [INFO] 2300/2450 pairs done 2026-04-09 07:00:31,757 [INFO] 2310/2450 pairs done 2026-04-09 07:00:39,653 [INFO] 2320/2450 pairs done 2026-04-09 07:00:47,456 [INFO] 2330/2450 pairs done 2026-04-09 07:00:55,326 [INFO] 2340/2450 pairs done 2026-04-09 07:01:02,965 [INFO] 2350/2450 pairs done 2026-04-09 07:01:10,964 [INFO] 2360/2450 pairs done 2026-04-09 07:01:19,164 [INFO] 2370/2450 pairs done 2026-04-09 07:01:27,446 [INFO] 2380/2450 pairs done 2026-04-09 07:01:35,658 [INFO] 2390/2450 pairs done 2026-04-09 07:01:43,670 [INFO] 2400/2450 pairs done 2026-04-09 07:01:51,239 [INFO] 2410/2450 pairs done 2026-04-09 07:01:58,635 [INFO] 2420/2450 pairs done 2026-04-09 07:02:06,179 [INFO] 2430/2450 pairs done 2026-04-09 07:02:13,542 [INFO] 2440/2450 pairs done 2026-04-09 07:02:20,895 [INFO] 2450/2450 pairs done 2026-04-09 07:02:20,897 [INFO] Rep 3/5: FPR=0.0233, phantom_edges=57 2026-04-09 07:02:20,898 [INFO] [TemporalDiscovery] Estimating 2450 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 07:02:28,951 [INFO] 10/2450 pairs done 2026-04-09 07:02:37,139 [INFO] 20/2450 pairs done 2026-04-09 07:02:45,265 [INFO] 30/2450 pairs done 2026-04-09 07:02:53,277 [INFO] 40/2450 pairs done 2026-04-09 07:03:00,995 [INFO] 50/2450 pairs done 2026-04-09 07:03:07,569 [INFO] 60/2450 pairs done 2026-04-09 07:03:13,850 [INFO] 70/2450 pairs done 2026-04-09 07:03:20,194 [INFO] 80/2450 pairs done 2026-04-09 07:03:26,512 [INFO] 90/2450 pairs done 2026-04-09 07:03:32,976 [INFO] 100/2450 pairs done 2026-04-09 07:03:39,264 [INFO] 110/2450 pairs done 2026-04-09 07:03:45,666 [INFO] 120/2450 pairs done 2026-04-09 07:03:52,078 [INFO] 130/2450 pairs done 2026-04-09 07:03:58,370 [INFO] 140/2450 pairs done 2026-04-09 07:04:05,292 [INFO] 150/2450 pairs done 2026-04-09 07:04:13,448 [INFO] 160/2450 pairs done 2026-04-09 07:04:21,428 [INFO] 170/2450 pairs done 2026-04-09 07:04:29,454 [INFO] 180/2450 pairs done 2026-04-09 07:04:37,406 [INFO] 190/2450 pairs done 2026-04-09 07:04:45,384 [INFO] 200/2450 pairs done 2026-04-09 07:04:53,725 [INFO] 210/2450 pairs done 2026-04-09 07:05:02,268 [INFO] 220/2450 pairs done 2026-04-09 07:05:10,564 [INFO] 230/2450 pairs done 2026-04-09 07:05:19,077 [INFO] 240/2450 pairs done 2026-04-09 07:05:26,675 [INFO] 250/2450 pairs done 2026-04-09 07:05:33,819 [INFO] 260/2450 pairs done 2026-04-09 07:05:40,808 [INFO] 270/2450 pairs done 2026-04-09 07:05:47,603 [INFO] 280/2450 pairs done 2026-04-09 07:05:54,391 [INFO] 290/2450 pairs done 2026-04-09 07:06:02,020 [INFO] 300/2450 pairs done 2026-04-09 07:06:10,124 [INFO] 310/2450 pairs done 2026-04-09 07:06:18,323 [INFO] 320/2450 pairs done 2026-04-09 07:06:26,075 [INFO] 330/2450 pairs done 2026-04-09 07:06:33,960 [INFO] 340/2450 pairs done 2026-04-09 07:06:41,527 [INFO] 350/2450 pairs done 2026-04-09 07:06:48,830 [INFO] 360/2450 pairs done 2026-04-09 07:06:56,231 [INFO] 370/2450 pairs done 2026-04-09 07:07:03,525 [INFO] 380/2450 pairs done 2026-04-09 07:07:10,874 [INFO] 390/2450 pairs done 2026-04-09 07:07:18,423 [INFO] 400/2450 pairs done 2026-04-09 07:07:26,301 [INFO] 410/2450 pairs done 2026-04-09 07:07:34,075 [INFO] 420/2450 pairs done 2026-04-09 07:07:41,922 [INFO] 430/2450 pairs done 2026-04-09 07:07:49,817 [INFO] 440/2450 pairs done 2026-04-09 07:07:57,877 [INFO] 450/2450 pairs done 2026-04-09 07:08:05,797 [INFO] 460/2450 pairs done 2026-04-09 07:08:14,017 [INFO] 470/2450 pairs done 2026-04-09 07:08:22,681 [INFO] 480/2450 pairs done 2026-04-09 07:08:31,120 [INFO] 490/2450 pairs done 2026-04-09 07:08:38,623 [INFO] 500/2450 pairs done 2026-04-09 07:08:46,163 [INFO] 510/2450 pairs done 2026-04-09 07:08:53,528 [INFO] 520/2450 pairs done 2026-04-09 07:09:01,103 [INFO] 530/2450 pairs done 2026-04-09 07:09:08,555 [INFO] 540/2450 pairs done 2026-04-09 07:09:16,409 [INFO] 550/2450 pairs done 2026-04-09 07:09:24,494 [INFO] 560/2450 pairs done 2026-04-09 07:09:33,075 [INFO] 570/2450 pairs done 2026-04-09 07:09:41,153 [INFO] 580/2450 pairs done 2026-04-09 07:09:49,028 [INFO] 590/2450 pairs done 2026-04-09 07:09:56,406 [INFO] 600/2450 pairs done 2026-04-09 07:10:03,727 [INFO] 610/2450 pairs done 2026-04-09 07:10:11,089 [INFO] 620/2450 pairs done 2026-04-09 07:10:18,455 [INFO] 630/2450 pairs done 2026-04-09 07:10:25,843 [INFO] 640/2450 pairs done 2026-04-09 07:10:33,522 [INFO] 650/2450 pairs done 2026-04-09 07:10:41,293 [INFO] 660/2450 pairs done 2026-04-09 07:10:49,096 [INFO] 670/2450 pairs done 2026-04-09 07:10:57,123 [INFO] 680/2450 pairs done 2026-04-09 07:11:04,503 [INFO] 690/2450 pairs done 2026-04-09 07:11:11,327 [INFO] 700/2450 pairs done 2026-04-09 07:11:17,907 [INFO] 710/2450 pairs done 2026-04-09 07:11:24,369 [INFO] 720/2450 pairs done 2026-04-09 07:11:31,019 [INFO] 730/2450 pairs done 2026-04-09 07:11:38,325 [INFO] 740/2450 pairs done 2026-04-09 07:11:45,915 [INFO] 750/2450 pairs done 2026-04-09 07:11:53,623 [INFO] 760/2450 pairs done 2026-04-09 07:12:01,327 [INFO] 770/2450 pairs done 2026-04-09 07:12:09,117 [INFO] 780/2450 pairs done 2026-04-09 07:12:17,117 [INFO] 790/2450 pairs done 2026-04-09 07:12:25,166 [INFO] 800/2450 pairs done 2026-04-09 07:12:32,775 [INFO] 810/2450 pairs done 2026-04-09 07:12:40,436 [INFO] 820/2450 pairs done 2026-04-09 07:12:48,100 [INFO] 830/2450 pairs done 2026-04-09 07:12:55,540 [INFO] 840/2450 pairs done 2026-04-09 07:13:02,920 [INFO] 850/2450 pairs done 2026-04-09 07:13:10,245 [INFO] 860/2450 pairs done 2026-04-09 07:13:17,597 [INFO] 870/2450 pairs done 2026-04-09 07:13:24,987 [INFO] 880/2450 pairs done 2026-04-09 07:13:33,097 [INFO] 890/2450 pairs done 2026-04-09 07:13:41,414 [INFO] 900/2450 pairs done 2026-04-09 07:13:49,281 [INFO] 910/2450 pairs done 2026-04-09 07:13:57,377 [INFO] 920/2450 pairs done 2026-04-09 07:14:05,529 [INFO] 930/2450 pairs done 2026-04-09 07:14:13,765 [INFO] 940/2450 pairs done 2026-04-09 07:14:21,675 [INFO] 950/2450 pairs done 2026-04-09 07:14:29,599 [INFO] 960/2450 pairs done 2026-04-09 07:14:37,825 [INFO] 970/2450 pairs done 2026-04-09 07:14:45,635 [INFO] 980/2450 pairs done 2026-04-09 07:14:53,372 [INFO] 990/2450 pairs done 2026-04-09 07:15:00,991 [INFO] 1000/2450 pairs done 2026-04-09 07:15:08,584 [INFO] 1010/2450 pairs done 2026-04-09 07:15:16,157 [INFO] 1020/2450 pairs done 2026-04-09 07:15:23,671 [INFO] 1030/2450 pairs done 2026-04-09 07:15:31,036 [INFO] 1040/2450 pairs done 2026-04-09 07:15:38,378 [INFO] 1050/2450 pairs done 2026-04-09 07:15:45,699 [INFO] 1060/2450 pairs done 2026-04-09 07:15:53,051 [INFO] 1070/2450 pairs done 2026-04-09 07:16:00,445 [INFO] 1080/2450 pairs done 2026-04-09 07:16:07,754 [INFO] 1090/2450 pairs done 2026-04-09 07:16:15,067 [INFO] 1100/2450 pairs done 2026-04-09 07:16:22,405 [INFO] 1110/2450 pairs done 2026-04-09 07:16:29,751 [INFO] 1120/2450 pairs done 2026-04-09 07:16:36,889 [INFO] 1130/2450 pairs done 2026-04-09 07:16:43,905 [INFO] 1140/2450 pairs done 2026-04-09 07:16:50,701 [INFO] 1150/2450 pairs done 2026-04-09 07:16:57,680 [INFO] 1160/2450 pairs done 2026-04-09 07:17:04,775 [INFO] 1170/2450 pairs done 2026-04-09 07:17:12,045 [INFO] 1180/2450 pairs done 2026-04-09 07:17:20,000 [INFO] 1190/2450 pairs done 2026-04-09 07:17:28,270 [INFO] 1200/2450 pairs done 2026-04-09 07:17:36,182 [INFO] 1210/2450 pairs done 2026-04-09 07:17:44,217 [INFO] 1220/2450 pairs done 2026-04-09 07:17:52,192 [INFO] 1230/2450 pairs done 2026-04-09 07:17:59,760 [INFO] 1240/2450 pairs done 2026-04-09 07:18:07,295 [INFO] 1250/2450 pairs done 2026-04-09 07:18:14,873 [INFO] 1260/2450 pairs done 2026-04-09 07:18:22,415 [INFO] 1270/2450 pairs done 2026-04-09 07:18:30,020 [INFO] 1280/2450 pairs done 2026-04-09 07:18:37,706 [INFO] 1290/2450 pairs done 2026-04-09 07:18:45,580 [INFO] 1300/2450 pairs done 2026-04-09 07:18:53,106 [INFO] 1310/2450 pairs done 2026-04-09 07:19:01,175 [INFO] 1320/2450 pairs done 2026-04-09 07:19:08,944 [INFO] 1330/2450 pairs done 2026-04-09 07:19:16,817 [INFO] 1340/2450 pairs done 2026-04-09 07:19:24,583 [INFO] 1350/2450 pairs done 2026-04-09 07:19:32,184 [INFO] 1360/2450 pairs done 2026-04-09 07:19:40,207 [INFO] 1370/2450 pairs done 2026-04-09 07:19:47,555 [INFO] 1380/2450 pairs done 2026-04-09 07:19:54,856 [INFO] 1390/2450 pairs done 2026-04-09 07:20:02,505 [INFO] 1400/2450 pairs done 2026-04-09 07:20:10,160 [INFO] 1410/2450 pairs done 2026-04-09 07:20:17,823 [INFO] 1420/2450 pairs done 2026-04-09 07:20:26,092 [INFO] 1430/2450 pairs done 2026-04-09 07:20:34,231 [INFO] 1440/2450 pairs done 2026-04-09 07:20:42,133 [INFO] 1450/2450 pairs done 2026-04-09 07:20:50,148 [INFO] 1460/2450 pairs done 2026-04-09 07:20:58,206 [INFO] 1470/2450 pairs done 2026-04-09 07:21:05,992 [INFO] 1480/2450 pairs done 2026-04-09 07:21:13,987 [INFO] 1490/2450 pairs done 2026-04-09 07:21:21,971 [INFO] 1500/2450 pairs done 2026-04-09 07:21:29,923 [INFO] 1510/2450 pairs done 2026-04-09 07:21:37,832 [INFO] 1520/2450 pairs done 2026-04-09 07:21:45,567 [INFO] 1530/2450 pairs done 2026-04-09 07:21:53,287 [INFO] 1540/2450 pairs done 2026-04-09 07:22:01,001 [INFO] 1550/2450 pairs done 2026-04-09 07:22:08,852 [INFO] 1560/2450 pairs done 2026-04-09 07:22:16,243 [INFO] 1570/2450 pairs done 2026-04-09 07:22:23,074 [INFO] 1580/2450 pairs done 2026-04-09 07:22:29,928 [INFO] 1590/2450 pairs done 2026-04-09 07:22:36,594 [INFO] 1600/2450 pairs done 2026-04-09 07:22:43,375 [INFO] 1610/2450 pairs done 2026-04-09 07:22:50,580 [INFO] 1620/2450 pairs done 2026-04-09 07:22:58,521 [INFO] 1630/2450 pairs done 2026-04-09 07:23:06,116 [INFO] 1640/2450 pairs done 2026-04-09 07:23:13,910 [INFO] 1650/2450 pairs done 2026-04-09 07:23:21,796 [INFO] 1660/2450 pairs done 2026-04-09 07:23:29,470 [INFO] 1670/2450 pairs done 2026-04-09 07:23:36,829 [INFO] 1680/2450 pairs done 2026-04-09 07:23:44,287 [INFO] 1690/2450 pairs done 2026-04-09 07:23:51,694 [INFO] 1700/2450 pairs done 2026-04-09 07:23:59,101 [INFO] 1710/2450 pairs done 2026-04-09 07:24:06,735 [INFO] 1720/2450 pairs done 2026-04-09 07:24:14,437 [INFO] 1730/2450 pairs done 2026-04-09 07:24:22,114 [INFO] 1740/2450 pairs done 2026-04-09 07:24:29,733 [INFO] 1750/2450 pairs done 2026-04-09 07:24:37,548 [INFO] 1760/2450 pairs done 2026-04-09 07:24:45,576 [INFO] 1770/2450 pairs done 2026-04-09 07:24:53,336 [INFO] 1780/2450 pairs done 2026-04-09 07:25:01,432 [INFO] 1790/2450 pairs done 2026-04-09 07:25:09,593 [INFO] 1800/2450 pairs done 2026-04-09 07:25:17,837 [INFO] 1810/2450 pairs done 2026-04-09 07:25:25,869 [INFO] 1820/2450 pairs done 2026-04-09 07:25:34,055 [INFO] 1830/2450 pairs done 2026-04-09 07:25:41,920 [INFO] 1840/2450 pairs done 2026-04-09 07:25:49,923 [INFO] 1850/2450 pairs done 2026-04-09 07:25:58,099 [INFO] 1860/2450 pairs done 2026-04-09 07:26:05,845 [INFO] 1870/2450 pairs done 2026-04-09 07:26:13,611 [INFO] 1880/2450 pairs done 2026-04-09 07:26:21,281 [INFO] 1890/2450 pairs done 2026-04-09 07:26:29,067 [INFO] 1900/2450 pairs done 2026-04-09 07:26:36,766 [INFO] 1910/2450 pairs done 2026-04-09 07:26:45,063 [INFO] 1920/2450 pairs done 2026-04-09 07:26:52,866 [INFO] 1930/2450 pairs done 2026-04-09 07:27:00,827 [INFO] 1940/2450 pairs done 2026-04-09 07:27:08,743 [INFO] 1950/2450 pairs done 2026-04-09 07:27:16,732 [INFO] 1960/2450 pairs done 2026-04-09 07:27:24,024 [INFO] 1970/2450 pairs done 2026-04-09 07:27:31,302 [INFO] 1980/2450 pairs done 2026-04-09 07:27:38,612 [INFO] 1990/2450 pairs done 2026-04-09 07:27:45,924 [INFO] 2000/2450 pairs done 2026-04-09 07:27:53,239 [INFO] 2010/2450 pairs done 2026-04-09 07:28:00,600 [INFO] 2020/2450 pairs done 2026-04-09 07:28:07,959 [INFO] 2030/2450 pairs done 2026-04-09 07:28:15,493 [INFO] 2040/2450 pairs done 2026-04-09 07:28:23,249 [INFO] 2050/2450 pairs done 2026-04-09 07:28:31,272 [INFO] 2060/2450 pairs done 2026-04-09 07:28:39,459 [INFO] 2070/2450 pairs done 2026-04-09 07:28:47,704 [INFO] 2080/2450 pairs done 2026-04-09 07:28:55,866 [INFO] 2090/2450 pairs done 2026-04-09 07:29:03,772 [INFO] 2100/2450 pairs done 2026-04-09 07:29:11,789 [INFO] 2110/2450 pairs done 2026-04-09 07:29:19,146 [INFO] 2120/2450 pairs done 2026-04-09 07:29:26,484 [INFO] 2130/2450 pairs done 2026-04-09 07:29:33,853 [INFO] 2140/2450 pairs done 2026-04-09 07:29:41,201 [INFO] 2150/2450 pairs done 2026-04-09 07:29:48,606 [INFO] 2160/2450 pairs done 2026-04-09 07:29:56,060 [INFO] 2170/2450 pairs done 2026-04-09 07:30:03,477 [INFO] 2180/2450 pairs done 2026-04-09 07:30:10,935 [INFO] 2190/2450 pairs done 2026-04-09 07:30:18,328 [INFO] 2200/2450 pairs done 2026-04-09 07:30:26,036 [INFO] 2210/2450 pairs done 2026-04-09 07:30:34,334 [INFO] 2220/2450 pairs done 2026-04-09 07:30:42,508 [INFO] 2230/2450 pairs done 2026-04-09 07:30:51,192 [INFO] 2240/2450 pairs done 2026-04-09 07:30:59,600 [INFO] 2250/2450 pairs done 2026-04-09 07:31:07,963 [INFO] 2260/2450 pairs done 2026-04-09 07:31:15,937 [INFO] 2270/2450 pairs done 2026-04-09 07:31:23,916 [INFO] 2280/2450 pairs done 2026-04-09 07:31:31,501 [INFO] 2290/2450 pairs done 2026-04-09 07:31:39,217 [INFO] 2300/2450 pairs done 2026-04-09 07:31:46,980 [INFO] 2310/2450 pairs done 2026-04-09 07:31:55,089 [INFO] 2320/2450 pairs done 2026-04-09 07:32:03,379 [INFO] 2330/2450 pairs done 2026-04-09 07:32:11,565 [INFO] 2340/2450 pairs done 2026-04-09 07:32:19,851 [INFO] 2350/2450 pairs done 2026-04-09 07:32:26,709 [INFO] 2360/2450 pairs done 2026-04-09 07:32:33,500 [INFO] 2370/2450 pairs done 2026-04-09 07:32:40,292 [INFO] 2380/2450 pairs done 2026-04-09 07:32:47,110 [INFO] 2390/2450 pairs done 2026-04-09 07:32:53,712 [INFO] 2400/2450 pairs done 2026-04-09 07:33:01,116 [INFO] 2410/2450 pairs done 2026-04-09 07:33:08,490 [INFO] 2420/2450 pairs done 2026-04-09 07:33:15,958 [INFO] 2430/2450 pairs done 2026-04-09 07:33:23,317 [INFO] 2440/2450 pairs done 2026-04-09 07:33:30,708 [INFO] 2450/2450 pairs done 2026-04-09 07:33:30,710 [INFO] Rep 4/5: FPR=0.0098, phantom_edges=24 2026-04-09 07:33:30,710 [INFO] [TemporalDiscovery] Estimating 2450 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 07:33:38,401 [INFO] 10/2450 pairs done 2026-04-09 07:33:46,060 [INFO] 20/2450 pairs done 2026-04-09 07:33:53,583 [INFO] 30/2450 pairs done 2026-04-09 07:34:01,103 [INFO] 40/2450 pairs done 2026-04-09 07:34:08,699 [INFO] 50/2450 pairs done 2026-04-09 07:34:16,108 [INFO] 60/2450 pairs done 2026-04-09 07:34:23,426 [INFO] 70/2450 pairs done 2026-04-09 07:34:30,939 [INFO] 80/2450 pairs done 2026-04-09 07:34:38,246 [INFO] 90/2450 pairs done 2026-04-09 07:34:46,009 [INFO] 100/2450 pairs done 2026-04-09 07:34:54,275 [INFO] 110/2450 pairs done 2026-04-09 07:35:02,457 [INFO] 120/2450 pairs done 2026-04-09 07:35:10,400 [INFO] 130/2450 pairs done 2026-04-09 07:35:18,717 [INFO] 140/2450 pairs done 2026-04-09 07:35:26,334 [INFO] 150/2450 pairs done 2026-04-09 07:35:32,628 [INFO] 160/2450 pairs done 2026-04-09 07:35:38,880 [INFO] 170/2450 pairs done 2026-04-09 07:35:45,151 [INFO] 180/2450 pairs done 2026-04-09 07:35:51,383 [INFO] 190/2450 pairs done 2026-04-09 07:35:58,375 [INFO] 200/2450 pairs done 2026-04-09 07:36:06,575 [INFO] 210/2450 pairs done 2026-04-09 07:36:14,562 [INFO] 220/2450 pairs done 2026-04-09 07:36:22,778 [INFO] 230/2450 pairs done 2026-04-09 07:36:30,875 [INFO] 240/2450 pairs done 2026-04-09 07:36:38,819 [INFO] 250/2450 pairs done 2026-04-09 07:36:46,659 [INFO] 260/2450 pairs done 2026-04-09 07:36:54,281 [INFO] 270/2450 pairs done 2026-04-09 07:37:02,159 [INFO] 280/2450 pairs done 2026-04-09 07:37:10,364 [INFO] 290/2450 pairs done 2026-04-09 07:37:18,233 [INFO] 300/2450 pairs done 2026-04-09 07:37:25,603 [INFO] 310/2450 pairs done 2026-04-09 07:37:33,191 [INFO] 320/2450 pairs done 2026-04-09 07:37:40,745 [INFO] 330/2450 pairs done 2026-04-09 07:37:48,275 [INFO] 340/2450 pairs done 2026-04-09 07:37:55,875 [INFO] 350/2450 pairs done 2026-04-09 07:38:03,383 [INFO] 360/2450 pairs done 2026-04-09 07:38:10,712 [INFO] 370/2450 pairs done 2026-04-09 07:38:18,025 [INFO] 380/2450 pairs done 2026-04-09 07:38:25,299 [INFO] 390/2450 pairs done 2026-04-09 07:38:32,606 [INFO] 400/2450 pairs done 2026-04-09 07:38:40,022 [INFO] 410/2450 pairs done 2026-04-09 07:38:47,330 [INFO] 420/2450 pairs done 2026-04-09 07:38:54,742 [INFO] 430/2450 pairs done 2026-04-09 07:39:02,102 [INFO] 440/2450 pairs done 2026-04-09 07:39:10,173 [INFO] 450/2450 pairs done 2026-04-09 07:39:18,476 [INFO] 460/2450 pairs done 2026-04-09 07:39:26,628 [INFO] 470/2450 pairs done 2026-04-09 07:39:34,866 [INFO] 480/2450 pairs done 2026-04-09 07:39:43,275 [INFO] 490/2450 pairs done 2026-04-09 07:39:51,054 [INFO] 500/2450 pairs done 2026-04-09 07:39:58,598 [INFO] 510/2450 pairs done 2026-04-09 07:40:06,365 [INFO] 520/2450 pairs done 2026-04-09 07:40:14,200 [INFO] 530/2450 pairs done 2026-04-09 07:40:21,997 [INFO] 540/2450 pairs done 2026-04-09 07:40:29,683 [INFO] 550/2450 pairs done 2026-04-09 07:40:37,282 [INFO] 560/2450 pairs done 2026-04-09 07:40:44,986 [INFO] 570/2450 pairs done 2026-04-09 07:40:52,621 [INFO] 580/2450 pairs done 2026-04-09 07:41:00,284 [INFO] 590/2450 pairs done 2026-04-09 07:41:08,360 [INFO] 600/2450 pairs done 2026-04-09 07:41:16,542 [INFO] 610/2450 pairs done 2026-04-09 07:41:24,642 [INFO] 620/2450 pairs done 2026-04-09 07:41:32,816 [INFO] 630/2450 pairs done 2026-04-09 07:41:40,715 [INFO] 640/2450 pairs done 2026-04-09 07:41:48,112 [INFO] 650/2450 pairs done 2026-04-09 07:41:55,431 [INFO] 660/2450 pairs done 2026-04-09 07:42:02,808 [INFO] 670/2450 pairs done 2026-04-09 07:42:10,162 [INFO] 680/2450 pairs done 2026-04-09 07:42:17,608 [INFO] 690/2450 pairs done 2026-04-09 07:42:25,157 [INFO] 700/2450 pairs done 2026-04-09 07:42:32,830 [INFO] 710/2450 pairs done 2026-04-09 07:42:40,462 [INFO] 720/2450 pairs done 2026-04-09 07:42:48,064 [INFO] 730/2450 pairs done 2026-04-09 07:42:55,536 [INFO] 740/2450 pairs done 2026-04-09 07:43:02,995 [INFO] 750/2450 pairs done 2026-04-09 07:43:10,447 [INFO] 760/2450 pairs done 2026-04-09 07:43:17,927 [INFO] 770/2450 pairs done 2026-04-09 07:43:25,337 [INFO] 780/2450 pairs done 2026-04-09 07:43:32,378 [INFO] 790/2450 pairs done 2026-04-09 07:43:39,375 [INFO] 800/2450 pairs done 2026-04-09 07:43:46,422 [INFO] 810/2450 pairs done 2026-04-09 07:43:53,378 [INFO] 820/2450 pairs done 2026-04-09 07:44:00,472 [INFO] 830/2450 pairs done 2026-04-09 07:44:07,849 [INFO] 840/2450 pairs done 2026-04-09 07:44:15,331 [INFO] 850/2450 pairs done 2026-04-09 07:44:22,774 [INFO] 860/2450 pairs done 2026-04-09 07:44:30,280 [INFO] 870/2450 pairs done 2026-04-09 07:44:37,648 [INFO] 880/2450 pairs done 2026-04-09 07:44:45,049 [INFO] 890/2450 pairs done 2026-04-09 07:44:52,443 [INFO] 900/2450 pairs done 2026-04-09 07:44:59,888 [INFO] 910/2450 pairs done 2026-04-09 07:45:07,565 [INFO] 920/2450 pairs done 2026-04-09 07:45:15,082 [INFO] 930/2450 pairs done 2026-04-09 07:45:22,826 [INFO] 940/2450 pairs done 2026-04-09 07:45:30,538 [INFO] 950/2450 pairs done 2026-04-09 07:45:38,107 [INFO] 960/2450 pairs done 2026-04-09 07:45:45,718 [INFO] 970/2450 pairs done 2026-04-09 07:45:53,408 [INFO] 980/2450 pairs done 2026-04-09 07:46:01,877 [INFO] 990/2450 pairs done 2026-04-09 07:46:10,371 [INFO] 1000/2450 pairs done 2026-04-09 07:46:18,878 [INFO] 1010/2450 pairs done 2026-04-09 07:46:27,028 [INFO] 1020/2450 pairs done 2026-04-09 07:46:35,628 [INFO] 1030/2450 pairs done 2026-04-09 07:46:43,899 [INFO] 1040/2450 pairs done 2026-04-09 07:46:52,273 [INFO] 1050/2450 pairs done 2026-04-09 07:47:00,603 [INFO] 1060/2450 pairs done 2026-04-09 07:47:09,050 [INFO] 1070/2450 pairs done 2026-04-09 07:47:16,975 [INFO] 1080/2450 pairs done 2026-04-09 07:47:24,607 [INFO] 1090/2450 pairs done 2026-04-09 07:47:32,292 [INFO] 1100/2450 pairs done 2026-04-09 07:47:40,118 [INFO] 1110/2450 pairs done 2026-04-09 07:47:47,761 [INFO] 1120/2450 pairs done 2026-04-09 07:47:55,666 [INFO] 1130/2450 pairs done 2026-04-09 07:48:03,542 [INFO] 1140/2450 pairs done 2026-04-09 07:48:11,624 [INFO] 1150/2450 pairs done 2026-04-09 07:48:19,675 [INFO] 1160/2450 pairs done 2026-04-09 07:48:27,516 [INFO] 1170/2450 pairs done 2026-04-09 07:48:34,981 [INFO] 1180/2450 pairs done 2026-04-09 07:48:41,185 [INFO] 1190/2450 pairs done 2026-04-09 07:48:47,379 [INFO] 1200/2450 pairs done 2026-04-09 07:48:53,605 [INFO] 1210/2450 pairs done 2026-04-09 07:48:59,873 [INFO] 1220/2450 pairs done 2026-04-09 07:49:07,135 [INFO] 1230/2450 pairs done 2026-04-09 07:49:15,594 [INFO] 1240/2450 pairs done 2026-04-09 07:49:24,254 [INFO] 1250/2450 pairs done 2026-04-09 07:49:32,885 [INFO] 1260/2450 pairs done 2026-04-09 07:49:41,471 [INFO] 1270/2450 pairs done 2026-04-09 07:49:50,015 [INFO] 1280/2450 pairs done 2026-04-09 07:49:58,117 [INFO] 1290/2450 pairs done 2026-04-09 07:50:06,188 [INFO] 1300/2450 pairs done 2026-04-09 07:50:14,514 [INFO] 1310/2450 pairs done 2026-04-09 07:50:22,748 [INFO] 1320/2450 pairs done 2026-04-09 07:50:30,616 [INFO] 1330/2450 pairs done 2026-04-09 07:50:38,285 [INFO] 1340/2450 pairs done 2026-04-09 07:50:45,877 [INFO] 1350/2450 pairs done 2026-04-09 07:50:53,722 [INFO] 1360/2450 pairs done 2026-04-09 07:51:01,352 [INFO] 1370/2450 pairs done 2026-04-09 07:51:08,937 [INFO] 1380/2450 pairs done 2026-04-09 07:51:16,422 [INFO] 1390/2450 pairs done 2026-04-09 07:51:23,873 [INFO] 1400/2450 pairs done 2026-04-09 07:51:31,400 [INFO] 1410/2450 pairs done 2026-04-09 07:51:38,819 [INFO] 1420/2450 pairs done 2026-04-09 07:51:46,301 [INFO] 1430/2450 pairs done 2026-04-09 07:51:53,765 [INFO] 1440/2450 pairs done 2026-04-09 07:52:01,214 [INFO] 1450/2450 pairs done 2026-04-09 07:52:08,648 [INFO] 1460/2450 pairs done 2026-04-09 07:52:16,127 [INFO] 1470/2450 pairs done 2026-04-09 07:52:24,564 [INFO] 1480/2450 pairs done 2026-04-09 07:52:32,871 [INFO] 1490/2450 pairs done 2026-04-09 07:52:41,365 [INFO] 1500/2450 pairs done 2026-04-09 07:52:49,521 [INFO] 1510/2450 pairs done 2026-04-09 07:52:57,967 [INFO] 1520/2450 pairs done 2026-04-09 07:53:06,576 [INFO] 1530/2450 pairs done 2026-04-09 07:53:15,047 [INFO] 1540/2450 pairs done 2026-04-09 07:53:23,775 [INFO] 1550/2450 pairs done 2026-04-09 07:53:32,059 [INFO] 1560/2450 pairs done 2026-04-09 07:53:40,579 [INFO] 1570/2450 pairs done 2026-04-09 07:53:49,018 [INFO] 1580/2450 pairs done 2026-04-09 07:53:57,383 [INFO] 1590/2450 pairs done 2026-04-09 07:54:05,751 [INFO] 1600/2450 pairs done 2026-04-09 07:54:14,159 [INFO] 1610/2450 pairs done 2026-04-09 07:54:22,439 [INFO] 1620/2450 pairs done 2026-04-09 07:54:30,427 [INFO] 1630/2450 pairs done 2026-04-09 07:54:38,205 [INFO] 1640/2450 pairs done 2026-04-09 07:54:45,943 [INFO] 1650/2450 pairs done 2026-04-09 07:54:53,570 [INFO] 1660/2450 pairs done 2026-04-09 07:55:01,242 [INFO] 1670/2450 pairs done 2026-04-09 07:55:09,310 [INFO] 1680/2450 pairs done 2026-04-09 07:55:17,745 [INFO] 1690/2450 pairs done 2026-04-09 07:55:25,851 [INFO] 1700/2450 pairs done 2026-04-09 07:55:34,192 [INFO] 1710/2450 pairs done 2026-04-09 07:55:42,115 [INFO] 1720/2450 pairs done 2026-04-09 07:55:49,731 [INFO] 1730/2450 pairs done 2026-04-09 07:55:57,327 [INFO] 1740/2450 pairs done 2026-04-09 07:56:04,956 [INFO] 1750/2450 pairs done 2026-04-09 07:56:12,604 [INFO] 1760/2450 pairs done 2026-04-09 07:56:20,385 [INFO] 1770/2450 pairs done 2026-04-09 07:56:28,566 [INFO] 1780/2450 pairs done 2026-04-09 07:56:36,679 [INFO] 1790/2450 pairs done 2026-04-09 07:56:44,858 [INFO] 1800/2450 pairs done 2026-04-09 07:56:53,007 [INFO] 1810/2450 pairs done 2026-04-09 07:57:00,907 [INFO] 1820/2450 pairs done 2026-04-09 07:57:08,975 [INFO] 1830/2450 pairs done 2026-04-09 07:57:16,866 [INFO] 1840/2450 pairs done 2026-04-09 07:57:24,922 [INFO] 1850/2450 pairs done 2026-04-09 07:57:32,909 [INFO] 1860/2450 pairs done 2026-04-09 07:57:40,979 [INFO] 1870/2450 pairs done 2026-04-09 07:57:49,111 [INFO] 1880/2450 pairs done 2026-04-09 07:57:57,465 [INFO] 1890/2450 pairs done 2026-04-09 07:58:05,656 [INFO] 1900/2450 pairs done 2026-04-09 07:58:14,064 [INFO] 1910/2450 pairs done 2026-04-09 07:58:21,686 [INFO] 1920/2450 pairs done 2026-04-09 07:58:29,126 [INFO] 1930/2450 pairs done 2026-04-09 07:58:36,529 [INFO] 1940/2450 pairs done 2026-04-09 07:58:43,847 [INFO] 1950/2450 pairs done 2026-04-09 07:58:51,263 [INFO] 1960/2450 pairs done 2026-04-09 07:58:59,554 [INFO] 1970/2450 pairs done 2026-04-09 07:59:07,675 [INFO] 1980/2450 pairs done 2026-04-09 07:59:15,830 [INFO] 1990/2450 pairs done 2026-04-09 07:59:24,136 [INFO] 2000/2450 pairs done 2026-04-09 07:59:32,152 [INFO] 2010/2450 pairs done 2026-04-09 07:59:39,815 [INFO] 2020/2450 pairs done 2026-04-09 07:59:47,257 [INFO] 2030/2450 pairs done 2026-04-09 07:59:54,902 [INFO] 2040/2450 pairs done 2026-04-09 08:00:02,491 [INFO] 2050/2450 pairs done 2026-04-09 08:00:10,322 [INFO] 2060/2450 pairs done 2026-04-09 08:00:18,045 [INFO] 2070/2450 pairs done 2026-04-09 08:00:26,035 [INFO] 2080/2450 pairs done 2026-04-09 08:00:33,675 [INFO] 2090/2450 pairs done 2026-04-09 08:00:41,356 [INFO] 2100/2450 pairs done 2026-04-09 08:00:48,869 [INFO] 2110/2450 pairs done 2026-04-09 08:00:56,709 [INFO] 2120/2450 pairs done 2026-04-09 08:01:04,387 [INFO] 2130/2450 pairs done 2026-04-09 08:01:11,984 [INFO] 2140/2450 pairs done 2026-04-09 08:01:19,812 [INFO] 2150/2450 pairs done 2026-04-09 08:01:27,360 [INFO] 2160/2450 pairs done 2026-04-09 08:01:34,846 [INFO] 2170/2450 pairs done 2026-04-09 08:01:42,417 [INFO] 2180/2450 pairs done 2026-04-09 08:01:50,484 [INFO] 2190/2450 pairs done 2026-04-09 08:01:58,168 [INFO] 2200/2450 pairs done 2026-04-09 08:02:05,122 [INFO] 2210/2450 pairs done 2026-04-09 08:02:11,546 [INFO] 2220/2450 pairs done 2026-04-09 08:02:18,056 [INFO] 2230/2450 pairs done 2026-04-09 08:02:24,354 [INFO] 2240/2450 pairs done 2026-04-09 08:02:30,887 [INFO] 2250/2450 pairs done 2026-04-09 08:02:38,158 [INFO] 2260/2450 pairs done 2026-04-09 08:02:45,910 [INFO] 2270/2450 pairs done 2026-04-09 08:02:53,634 [INFO] 2280/2450 pairs done 2026-04-09 08:03:01,407 [INFO] 2290/2450 pairs done 2026-04-09 08:03:09,186 [INFO] 2300/2450 pairs done 2026-04-09 08:03:17,074 [INFO] 2310/2450 pairs done 2026-04-09 08:03:25,015 [INFO] 2320/2450 pairs done 2026-04-09 08:03:33,328 [INFO] 2330/2450 pairs done 2026-04-09 08:03:41,356 [INFO] 2340/2450 pairs done 2026-04-09 08:03:49,694 [INFO] 2350/2450 pairs done 2026-04-09 08:03:58,016 [INFO] 2360/2450 pairs done 2026-04-09 08:04:05,930 [INFO] 2370/2450 pairs done 2026-04-09 08:04:13,775 [INFO] 2380/2450 pairs done 2026-04-09 08:04:21,495 [INFO] 2390/2450 pairs done 2026-04-09 08:04:29,314 [INFO] 2400/2450 pairs done 2026-04-09 08:04:36,807 [INFO] 2410/2450 pairs done 2026-04-09 08:04:44,477 [INFO] 2420/2450 pairs done 2026-04-09 08:04:52,009 [INFO] 2430/2450 pairs done 2026-04-09 08:04:59,496 [INFO] 2440/2450 pairs done 2026-04-09 08:05:06,934 [INFO] 2450/2450 pairs done 2026-04-09 08:05:06,936 [INFO] Rep 5/5: FPR=0.0110, phantom_edges=27 2026-04-09 08:05:06,936 [INFO] ============================================================ 2026-04-09 08:05:06,936 [INFO] Running test: null_effect 2026-04-09 08:05:06,936 [INFO] ============================================================ 2026-04-09 08:05:06,936 [INFO] Null effect: N=100 2026-04-09 08:05:06,936 [INFO] Rep 1/5: |ATE|=0.0742 2026-04-09 08:05:06,936 [INFO] Rep 2/5: |ATE|=0.2977 2026-04-09 08:05:06,936 [INFO] Rep 3/5: |ATE|=0.1231 2026-04-09 08:05:06,937 [INFO] Rep 4/5: |ATE|=0.3614 2026-04-09 08:05:06,937 [INFO] Rep 5/5: |ATE|=0.1570 2026-04-09 08:05:06,937 [INFO] Null effect: N=500 2026-04-09 08:05:06,937 [INFO] Rep 1/5: |ATE|=0.0341 2026-04-09 08:05:06,937 [INFO] Rep 2/5: |ATE|=0.1152 2026-04-09 08:05:06,937 [INFO] Rep 3/5: |ATE|=0.0205 2026-04-09 08:05:06,937 [INFO] Rep 4/5: |ATE|=0.1227 2026-04-09 08:05:06,937 [INFO] Rep 5/5: |ATE|=0.0309 2026-04-09 08:05:06,937 [INFO] Null effect: N=1000 2026-04-09 08:05:06,937 [INFO] Rep 1/5: |ATE|=0.0284 2026-04-09 08:05:06,938 [INFO] Rep 2/5: |ATE|=0.0230 2026-04-09 08:05:06,938 [INFO] Rep 3/5: |ATE|=0.0186 2026-04-09 08:05:06,938 [INFO] Rep 4/5: |ATE|=0.0518 2026-04-09 08:05:06,938 [INFO] Rep 5/5: |ATE|=0.0255 2026-04-09 08:05:06,938 [INFO] Null effect: N=5000 2026-04-09 08:05:06,964 [INFO] Rep 1/5: |ATE|=0.0044 2026-04-09 08:05:06,965 [INFO] Rep 2/5: |ATE|=0.0252 2026-04-09 08:05:06,965 [INFO] Rep 3/5: |ATE|=0.0616 2026-04-09 08:05:06,966 [INFO] Rep 4/5: |ATE|=0.0090 2026-04-09 08:05:06,966 [INFO] Rep 5/5: |ATE|=0.0222 2026-04-09 08:05:06,967 [INFO] ============================================================ 2026-04-09 08:05:06,967 [INFO] Running test: placebo 2026-04-09 08:05:06,967 [INFO] ============================================================ 2026-04-09 08:05:06,971 [INFO] Rep 1/5: root_causes=2, max_score=0.5491 2026-04-09 08:05:06,975 [INFO] Rep 2/5: root_causes=2, max_score=0.4665 2026-04-09 08:05:06,978 [INFO] Rep 3/5: root_causes=1, max_score=0.5459 2026-04-09 08:05:06,982 [INFO] Rep 4/5: root_causes=1, max_score=0.5547 2026-04-09 08:05:06,986 [INFO] Rep 5/5: root_causes=2, max_score=0.5588 2026-04-09 08:05:06,986 [INFO] ============================================================ 2026-04-09 08:05:06,986 [INFO] Running test: spurious 2026-04-09 08:05:06,986 [INFO] ============================================================ 2026-04-09 08:05:06,986 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:05:13,158 [INFO] 10/90 pairs done 2026-04-09 08:05:19,269 [INFO] 20/90 pairs done 2026-04-09 08:05:25,300 [INFO] 30/90 pairs done 2026-04-09 08:05:31,363 [INFO] 40/90 pairs done 2026-04-09 08:05:37,462 [INFO] 50/90 pairs done 2026-04-09 08:05:43,664 [INFO] 60/90 pairs done 2026-04-09 08:05:49,927 [INFO] 70/90 pairs done 2026-04-09 08:05:56,266 [INFO] 80/90 pairs done 2026-04-09 08:06:02,517 [INFO] 90/90 pairs done 2026-04-09 08:06:02,518 [INFO] Rep 1/5: FPR=0.2000, spurious_edges=18 2026-04-09 08:06:02,518 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:06:08,876 [INFO] 10/90 pairs done 2026-04-09 08:06:15,078 [INFO] 20/90 pairs done 2026-04-09 08:06:21,241 [INFO] 30/90 pairs done 2026-04-09 08:06:27,456 [INFO] 40/90 pairs done 2026-04-09 08:06:33,705 [INFO] 50/90 pairs done 2026-04-09 08:06:40,035 [INFO] 60/90 pairs done 2026-04-09 08:06:46,165 [INFO] 70/90 pairs done 2026-04-09 08:06:52,531 [INFO] 80/90 pairs done 2026-04-09 08:06:58,501 [INFO] 90/90 pairs done 2026-04-09 08:06:58,502 [INFO] Rep 2/5: FPR=0.0222, spurious_edges=2 2026-04-09 08:06:58,502 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:07:05,065 [INFO] 10/90 pairs done 2026-04-09 08:07:11,444 [INFO] 20/90 pairs done 2026-04-09 08:07:17,517 [INFO] 30/90 pairs done 2026-04-09 08:07:23,637 [INFO] 40/90 pairs done 2026-04-09 08:07:29,742 [INFO] 50/90 pairs done 2026-04-09 08:07:35,841 [INFO] 60/90 pairs done 2026-04-09 08:07:41,908 [INFO] 70/90 pairs done 2026-04-09 08:07:47,535 [INFO] 80/90 pairs done 2026-04-09 08:07:53,551 [INFO] 90/90 pairs done 2026-04-09 08:07:53,552 [INFO] Rep 3/5: FPR=0.0444, spurious_edges=4 2026-04-09 08:07:53,552 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:07:59,728 [INFO] 10/90 pairs done 2026-04-09 08:08:05,975 [INFO] 20/90 pairs done 2026-04-09 08:08:12,665 [INFO] 30/90 pairs done 2026-04-09 08:08:18,749 [INFO] 40/90 pairs done 2026-04-09 08:08:24,817 [INFO] 50/90 pairs done 2026-04-09 08:08:30,956 [INFO] 60/90 pairs done 2026-04-09 08:08:37,092 [INFO] 70/90 pairs done 2026-04-09 08:08:43,225 [INFO] 80/90 pairs done 2026-04-09 08:08:49,317 [INFO] 90/90 pairs done 2026-04-09 08:08:49,318 [INFO] Rep 4/5: FPR=0.0778, spurious_edges=7 2026-04-09 08:08:49,318 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:08:55,667 [INFO] 10/90 pairs done 2026-04-09 08:09:01,805 [INFO] 20/90 pairs done 2026-04-09 08:09:07,955 [INFO] 30/90 pairs done 2026-04-09 08:09:14,063 [INFO] 40/90 pairs done 2026-04-09 08:09:20,256 [INFO] 50/90 pairs done 2026-04-09 08:09:26,317 [INFO] 60/90 pairs done 2026-04-09 08:09:32,406 [INFO] 70/90 pairs done 2026-04-09 08:09:38,466 [INFO] 80/90 pairs done 2026-04-09 08:09:44,541 [INFO] 90/90 pairs done 2026-04-09 08:09:44,542 [INFO] Rep 5/5: FPR=0.0444, spurious_edges=4 2026-04-09 08:09:44,542 [INFO] ============================================================ 2026-04-09 08:09:44,542 [INFO] Running test: confounded 2026-04-09 08:09:44,542 [INFO] ============================================================ 2026-04-09 08:09:44,542 [ERROR] Test confounded failed: 'float' object has no attribute 'astype' Traceback (most recent call last): File "/root/anofy/dist/tcpfn/benchmarks/runners/hallucination_benchmark.py", line 845, in main r = test_confounded_association( ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/root/anofy/dist/tcpfn/benchmarks/runners/hallucination_benchmark.py", line 423, in test_confounded_association U[0] = rng.standard_normal().astype(np.float32) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ AttributeError: 'float' object has no attribute 'astype' 2026-04-09 08:09:44,542 [INFO] ============================================================ 2026-04-09 08:09:44,542 [INFO] Running test: reversed 2026-04-09 08:09:44,542 [INFO] ============================================================ 2026-04-09 08:09:44,542 [ERROR] Test reversed failed: 'float' object has no attribute 'astype' Traceback (most recent call last): File "/root/anofy/dist/tcpfn/benchmarks/runners/hallucination_benchmark.py", line 849, in main r = test_reversed_causation( ^^^^^^^^^^^^^^^^^^^^^^^^ File "/root/anofy/dist/tcpfn/benchmarks/runners/hallucination_benchmark.py", line 499, in test_reversed_causation A_true[0] = rng.standard_normal().astype(np.float32) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^ AttributeError: 'float' object has no attribute 'astype' 2026-04-09 08:09:44,543 [INFO] ============================================================ 2026-04-09 08:09:44,543 [INFO] Running test: noise_injection 2026-04-09 08:09:44,543 [INFO] ============================================================ 2026-04-09 08:09:44,543 [INFO] Noise injection: N_junk=5 2026-04-09 08:09:44,549 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:09:51,015 [INFO] 10/90 pairs done 2026-04-09 08:09:57,808 [INFO] 20/90 pairs done 2026-04-09 08:10:04,063 [INFO] 30/90 pairs done 2026-04-09 08:10:10,347 [INFO] 40/90 pairs done 2026-04-09 08:10:16,347 [INFO] 50/90 pairs done 2026-04-09 08:10:22,526 [INFO] 60/90 pairs done 2026-04-09 08:10:29,419 [INFO] 70/90 pairs done 2026-04-09 08:10:36,033 [INFO] 80/90 pairs done 2026-04-09 08:10:42,297 [INFO] 90/90 pairs done 2026-04-09 08:10:42,298 [INFO] Rep 1/5: junk_FPR=0.0429, real_F1=0.000 2026-04-09 08:10:42,303 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:10:47,984 [INFO] 10/90 pairs done 2026-04-09 08:10:54,164 [INFO] 20/90 pairs done 2026-04-09 08:11:00,338 [INFO] 30/90 pairs done 2026-04-09 08:11:06,893 [INFO] 40/90 pairs done 2026-04-09 08:11:13,523 [INFO] 50/90 pairs done 2026-04-09 08:11:20,545 [INFO] 60/90 pairs done 2026-04-09 08:11:27,234 [INFO] 70/90 pairs done 2026-04-09 08:11:33,671 [INFO] 80/90 pairs done 2026-04-09 08:11:40,152 [INFO] 90/90 pairs done 2026-04-09 08:11:40,152 [INFO] Rep 2/5: junk_FPR=0.0571, real_F1=0.000 2026-04-09 08:11:40,158 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:11:46,804 [INFO] 10/90 pairs done 2026-04-09 08:11:53,530 [INFO] 20/90 pairs done 2026-04-09 08:11:59,678 [INFO] 30/90 pairs done 2026-04-09 08:12:06,001 [INFO] 40/90 pairs done 2026-04-09 08:12:12,399 [INFO] 50/90 pairs done 2026-04-09 08:12:19,178 [INFO] 60/90 pairs done 2026-04-09 08:12:25,899 [INFO] 70/90 pairs done 2026-04-09 08:12:32,135 [INFO] 80/90 pairs done 2026-04-09 08:12:37,717 [INFO] 90/90 pairs done 2026-04-09 08:12:37,718 [INFO] Rep 3/5: junk_FPR=0.0286, real_F1=0.333 2026-04-09 08:12:37,724 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:12:44,278 [INFO] 10/90 pairs done 2026-04-09 08:12:50,636 [INFO] 20/90 pairs done 2026-04-09 08:12:57,467 [INFO] 30/90 pairs done 2026-04-09 08:13:03,796 [INFO] 40/90 pairs done 2026-04-09 08:13:09,884 [INFO] 50/90 pairs done 2026-04-09 08:13:16,407 [INFO] 60/90 pairs done 2026-04-09 08:13:22,235 [INFO] 70/90 pairs done 2026-04-09 08:13:29,082 [INFO] 80/90 pairs done 2026-04-09 08:13:35,827 [INFO] 90/90 pairs done 2026-04-09 08:13:35,828 [INFO] Rep 4/5: junk_FPR=0.0429, real_F1=0.000 2026-04-09 08:13:35,833 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:13:42,211 [INFO] 10/90 pairs done 2026-04-09 08:13:48,543 [INFO] 20/90 pairs done 2026-04-09 08:13:54,405 [INFO] 30/90 pairs done 2026-04-09 08:14:00,703 [INFO] 40/90 pairs done 2026-04-09 08:14:06,930 [INFO] 50/90 pairs done 2026-04-09 08:14:13,386 [INFO] 60/90 pairs done 2026-04-09 08:14:20,127 [INFO] 70/90 pairs done 2026-04-09 08:14:26,171 [INFO] 80/90 pairs done 2026-04-09 08:14:32,903 [INFO] 90/90 pairs done 2026-04-09 08:14:32,904 [INFO] Rep 5/5: junk_FPR=0.1286, real_F1=0.250 2026-04-09 08:14:32,904 [INFO] Noise injection: N_junk=10 2026-04-09 08:14:32,909 [INFO] [TemporalDiscovery] Estimating 210 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:14:39,626 [INFO] 10/210 pairs done 2026-04-09 08:14:46,307 [INFO] 20/210 pairs done 2026-04-09 08:14:52,890 [INFO] 30/210 pairs done 2026-04-09 08:14:59,975 [INFO] 40/210 pairs done 2026-04-09 08:15:07,475 [INFO] 50/210 pairs done 2026-04-09 08:15:15,488 [INFO] 60/210 pairs done 2026-04-09 08:15:23,075 [INFO] 70/210 pairs done 2026-04-09 08:15:30,140 [INFO] 80/210 pairs done 2026-04-09 08:15:37,259 [INFO] 90/210 pairs done 2026-04-09 08:15:44,460 [INFO] 100/210 pairs done 2026-04-09 08:15:51,481 [INFO] 110/210 pairs done 2026-04-09 08:15:58,774 [INFO] 120/210 pairs done 2026-04-09 08:16:06,095 [INFO] 130/210 pairs done 2026-04-09 08:16:13,272 [INFO] 140/210 pairs done 2026-04-09 08:16:20,309 [INFO] 150/210 pairs done 2026-04-09 08:16:27,311 [INFO] 160/210 pairs done 2026-04-09 08:16:34,327 [INFO] 170/210 pairs done 2026-04-09 08:16:41,317 [INFO] 180/210 pairs done 2026-04-09 08:16:48,173 [INFO] 190/210 pairs done 2026-04-09 08:16:55,108 [INFO] 200/210 pairs done 2026-04-09 08:17:02,132 [INFO] 210/210 pairs done 2026-04-09 08:17:02,133 [INFO] Rep 1/5: junk_FPR=0.0158, real_F1=0.000 2026-04-09 08:17:02,139 [INFO] [TemporalDiscovery] Estimating 210 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:17:09,326 [INFO] 10/210 pairs done 2026-04-09 08:17:16,572 [INFO] 20/210 pairs done 2026-04-09 08:17:23,858 [INFO] 30/210 pairs done 2026-04-09 08:17:30,921 [INFO] 40/210 pairs done 2026-04-09 08:17:37,811 [INFO] 50/210 pairs done 2026-04-09 08:17:44,553 [INFO] 60/210 pairs done 2026-04-09 08:17:51,373 [INFO] 70/210 pairs done 2026-04-09 08:17:58,022 [INFO] 80/210 pairs done 2026-04-09 08:18:04,875 [INFO] 90/210 pairs done 2026-04-09 08:18:11,899 [INFO] 100/210 pairs done 2026-04-09 08:18:18,864 [INFO] 110/210 pairs done 2026-04-09 08:18:25,584 [INFO] 120/210 pairs done 2026-04-09 08:18:31,914 [INFO] 130/210 pairs done 2026-04-09 08:18:37,843 [INFO] 140/210 pairs done 2026-04-09 08:18:44,943 [INFO] 150/210 pairs done 2026-04-09 08:18:52,186 [INFO] 160/210 pairs done 2026-04-09 08:18:59,323 [INFO] 170/210 pairs done 2026-04-09 08:19:06,168 [INFO] 180/210 pairs done 2026-04-09 08:19:13,055 [INFO] 190/210 pairs done 2026-04-09 08:19:20,258 [INFO] 200/210 pairs done 2026-04-09 08:19:27,579 [INFO] 210/210 pairs done 2026-04-09 08:19:27,580 [INFO] Rep 2/5: junk_FPR=0.0368, real_F1=0.000 2026-04-09 08:19:27,585 [INFO] [TemporalDiscovery] Estimating 210 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:19:34,599 [INFO] 10/210 pairs done 2026-04-09 08:19:41,382 [INFO] 20/210 pairs done 2026-04-09 08:19:48,093 [INFO] 30/210 pairs done 2026-04-09 08:19:54,919 [INFO] 40/210 pairs done 2026-04-09 08:20:02,064 [INFO] 50/210 pairs done 2026-04-09 08:20:09,231 [INFO] 60/210 pairs done 2026-04-09 08:20:16,777 [INFO] 70/210 pairs done 2026-04-09 08:20:23,750 [INFO] 80/210 pairs done 2026-04-09 08:20:30,638 [INFO] 90/210 pairs done 2026-04-09 08:20:37,428 [INFO] 100/210 pairs done 2026-04-09 08:20:44,065 [INFO] 110/210 pairs done 2026-04-09 08:20:50,832 [INFO] 120/210 pairs done 2026-04-09 08:20:57,684 [INFO] 130/210 pairs done 2026-04-09 08:21:03,973 [INFO] 140/210 pairs done 2026-04-09 08:21:11,017 [INFO] 150/210 pairs done 2026-04-09 08:21:17,915 [INFO] 160/210 pairs done 2026-04-09 08:21:24,631 [INFO] 170/210 pairs done 2026-04-09 08:21:31,671 [INFO] 180/210 pairs done 2026-04-09 08:21:38,520 [INFO] 190/210 pairs done 2026-04-09 08:21:45,242 [INFO] 200/210 pairs done 2026-04-09 08:21:51,964 [INFO] 210/210 pairs done 2026-04-09 08:21:51,965 [INFO] Rep 3/5: junk_FPR=0.0158, real_F1=0.000 2026-04-09 08:21:51,970 [INFO] [TemporalDiscovery] Estimating 210 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:21:58,986 [INFO] 10/210 pairs done 2026-04-09 08:22:06,417 [INFO] 20/210 pairs done 2026-04-09 08:22:13,953 [INFO] 30/210 pairs done 2026-04-09 08:22:20,625 [INFO] 40/210 pairs done 2026-04-09 08:22:26,556 [INFO] 50/210 pairs done 2026-04-09 08:22:32,827 [INFO] 60/210 pairs done 2026-04-09 08:22:39,880 [INFO] 70/210 pairs done 2026-04-09 08:22:46,794 [INFO] 80/210 pairs done 2026-04-09 08:22:53,743 [INFO] 90/210 pairs done 2026-04-09 08:23:00,890 [INFO] 100/210 pairs done 2026-04-09 08:23:08,401 [INFO] 110/210 pairs done 2026-04-09 08:23:14,570 [INFO] 120/210 pairs done 2026-04-09 08:23:20,968 [INFO] 130/210 pairs done 2026-04-09 08:23:28,210 [INFO] 140/210 pairs done 2026-04-09 08:23:35,769 [INFO] 150/210 pairs done 2026-04-09 08:23:43,052 [INFO] 160/210 pairs done 2026-04-09 08:23:50,718 [INFO] 170/210 pairs done 2026-04-09 08:23:57,944 [INFO] 180/210 pairs done 2026-04-09 08:24:04,815 [INFO] 190/210 pairs done 2026-04-09 08:24:12,267 [INFO] 200/210 pairs done 2026-04-09 08:24:19,841 [INFO] 210/210 pairs done 2026-04-09 08:24:19,842 [INFO] Rep 4/5: junk_FPR=0.0158, real_F1=0.571 2026-04-09 08:24:19,848 [INFO] [TemporalDiscovery] Estimating 210 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:24:27,574 [INFO] 10/210 pairs done 2026-04-09 08:24:34,753 [INFO] 20/210 pairs done 2026-04-09 08:24:42,395 [INFO] 30/210 pairs done 2026-04-09 08:24:49,268 [INFO] 40/210 pairs done 2026-04-09 08:24:56,383 [INFO] 50/210 pairs done 2026-04-09 08:25:03,678 [INFO] 60/210 pairs done 2026-04-09 08:25:11,158 [INFO] 70/210 pairs done 2026-04-09 08:25:17,927 [INFO] 80/210 pairs done 2026-04-09 08:25:24,742 [INFO] 90/210 pairs done 2026-04-09 08:25:31,719 [INFO] 100/210 pairs done 2026-04-09 08:25:38,516 [INFO] 110/210 pairs done 2026-04-09 08:25:45,181 [INFO] 120/210 pairs done 2026-04-09 08:25:52,067 [INFO] 130/210 pairs done 2026-04-09 08:25:59,311 [INFO] 140/210 pairs done 2026-04-09 08:26:06,702 [INFO] 150/210 pairs done 2026-04-09 08:26:14,125 [INFO] 160/210 pairs done 2026-04-09 08:26:21,397 [INFO] 170/210 pairs done 2026-04-09 08:26:28,715 [INFO] 180/210 pairs done 2026-04-09 08:26:35,216 [INFO] 190/210 pairs done 2026-04-09 08:26:41,462 [INFO] 200/210 pairs done 2026-04-09 08:26:48,503 [INFO] 210/210 pairs done 2026-04-09 08:26:48,504 [INFO] Rep 5/5: junk_FPR=0.0316, real_F1=0.400 2026-04-09 08:26:48,504 [INFO] Noise injection: N_junk=20 2026-04-09 08:26:48,510 [INFO] [TemporalDiscovery] Estimating 600 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:26:56,592 [INFO] 10/600 pairs done 2026-04-09 08:27:04,236 [INFO] 20/600 pairs done 2026-04-09 08:27:11,892 [INFO] 30/600 pairs done 2026-04-09 08:27:19,539 [INFO] 40/600 pairs done 2026-04-09 08:27:27,014 [INFO] 50/600 pairs done 2026-04-09 08:27:34,364 [INFO] 60/600 pairs done 2026-04-09 08:27:41,705 [INFO] 70/600 pairs done 2026-04-09 08:27:49,103 [INFO] 80/600 pairs done 2026-04-09 08:27:56,669 [INFO] 90/600 pairs done 2026-04-09 08:28:04,096 [INFO] 100/600 pairs done 2026-04-09 08:28:11,634 [INFO] 110/600 pairs done 2026-04-09 08:28:19,326 [INFO] 120/600 pairs done 2026-04-09 08:28:27,112 [INFO] 130/600 pairs done 2026-04-09 08:28:34,691 [INFO] 140/600 pairs done 2026-04-09 08:28:42,878 [INFO] 150/600 pairs done 2026-04-09 08:28:51,446 [INFO] 160/600 pairs done 2026-04-09 08:28:59,797 [INFO] 170/600 pairs done 2026-04-09 08:29:06,028 [INFO] 180/600 pairs done 2026-04-09 08:29:12,305 [INFO] 190/600 pairs done 2026-04-09 08:29:19,862 [INFO] 200/600 pairs done 2026-04-09 08:29:27,703 [INFO] 210/600 pairs done 2026-04-09 08:29:35,255 [INFO] 220/600 pairs done 2026-04-09 08:29:42,798 [INFO] 230/600 pairs done 2026-04-09 08:29:50,417 [INFO] 240/600 pairs done 2026-04-09 08:29:57,970 [INFO] 250/600 pairs done 2026-04-09 08:30:05,572 [INFO] 260/600 pairs done 2026-04-09 08:30:13,777 [INFO] 270/600 pairs done 2026-04-09 08:30:22,175 [INFO] 280/600 pairs done 2026-04-09 08:30:30,710 [INFO] 290/600 pairs done 2026-04-09 08:30:39,290 [INFO] 300/600 pairs done 2026-04-09 08:30:48,387 [INFO] 310/600 pairs done 2026-04-09 08:30:56,413 [INFO] 320/600 pairs done 2026-04-09 08:31:04,537 [INFO] 330/600 pairs done 2026-04-09 08:31:12,500 [INFO] 340/600 pairs done 2026-04-09 08:31:20,200 [INFO] 350/600 pairs done 2026-04-09 08:31:28,167 [INFO] 360/600 pairs done 2026-04-09 08:31:35,933 [INFO] 370/600 pairs done 2026-04-09 08:31:43,515 [INFO] 380/600 pairs done 2026-04-09 08:31:51,429 [INFO] 390/600 pairs done 2026-04-09 08:31:59,487 [INFO] 400/600 pairs done 2026-04-09 08:32:07,793 [INFO] 410/600 pairs done 2026-04-09 08:32:16,205 [INFO] 420/600 pairs done 2026-04-09 08:32:24,343 [INFO] 430/600 pairs done 2026-04-09 08:32:32,577 [INFO] 440/600 pairs done 2026-04-09 08:32:40,306 [INFO] 450/600 pairs done 2026-04-09 08:32:48,392 [INFO] 460/600 pairs done 2026-04-09 08:32:56,789 [INFO] 470/600 pairs done 2026-04-09 08:33:04,997 [INFO] 480/600 pairs done 2026-04-09 08:33:11,347 [INFO] 490/600 pairs done 2026-04-09 08:33:17,630 [INFO] 500/600 pairs done 2026-04-09 08:33:24,505 [INFO] 510/600 pairs done 2026-04-09 08:33:31,890 [INFO] 520/600 pairs done 2026-04-09 08:33:39,285 [INFO] 530/600 pairs done 2026-04-09 08:33:46,937 [INFO] 540/600 pairs done 2026-04-09 08:33:54,610 [INFO] 550/600 pairs done 2026-04-09 08:34:01,989 [INFO] 560/600 pairs done 2026-04-09 08:34:09,427 [INFO] 570/600 pairs done 2026-04-09 08:34:17,069 [INFO] 580/600 pairs done 2026-04-09 08:34:25,169 [INFO] 590/600 pairs done 2026-04-09 08:34:33,299 [INFO] 600/600 pairs done 2026-04-09 08:34:33,300 [INFO] Rep 1/5: junk_FPR=0.0672, real_F1=0.750 2026-04-09 08:34:33,306 [INFO] [TemporalDiscovery] Estimating 600 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:34:41,975 [INFO] 10/600 pairs done 2026-04-09 08:34:50,265 [INFO] 20/600 pairs done 2026-04-09 08:34:58,282 [INFO] 30/600 pairs done 2026-04-09 08:35:05,987 [INFO] 40/600 pairs done 2026-04-09 08:35:13,441 [INFO] 50/600 pairs done 2026-04-09 08:35:21,443 [INFO] 60/600 pairs done 2026-04-09 08:35:29,226 [INFO] 70/600 pairs done 2026-04-09 08:35:36,767 [INFO] 80/600 pairs done 2026-04-09 08:35:44,217 [INFO] 90/600 pairs done 2026-04-09 08:35:51,822 [INFO] 100/600 pairs done 2026-04-09 08:35:59,758 [INFO] 110/600 pairs done 2026-04-09 08:36:07,784 [INFO] 120/600 pairs done 2026-04-09 08:36:15,171 [INFO] 130/600 pairs done 2026-04-09 08:36:22,504 [INFO] 140/600 pairs done 2026-04-09 08:36:30,093 [INFO] 150/600 pairs done 2026-04-09 08:36:37,806 [INFO] 160/600 pairs done 2026-04-09 08:36:45,741 [INFO] 170/600 pairs done 2026-04-09 08:36:53,749 [INFO] 180/600 pairs done 2026-04-09 08:37:01,828 [INFO] 190/600 pairs done 2026-04-09 08:37:08,365 [INFO] 200/600 pairs done 2026-04-09 08:37:14,493 [INFO] 210/600 pairs done 2026-04-09 08:37:20,623 [INFO] 220/600 pairs done 2026-04-09 08:37:26,769 [INFO] 230/600 pairs done 2026-04-09 08:37:32,909 [INFO] 240/600 pairs done 2026-04-09 08:37:39,488 [INFO] 250/600 pairs done 2026-04-09 08:37:46,085 [INFO] 260/600 pairs done 2026-04-09 08:37:53,152 [INFO] 270/600 pairs done 2026-04-09 08:38:00,467 [INFO] 280/600 pairs done 2026-04-09 08:38:07,764 [INFO] 290/600 pairs done 2026-04-09 08:38:15,048 [INFO] 300/600 pairs done 2026-04-09 08:38:22,343 [INFO] 310/600 pairs done 2026-04-09 08:38:29,668 [INFO] 320/600 pairs done 2026-04-09 08:38:36,984 [INFO] 330/600 pairs done 2026-04-09 08:38:44,369 [INFO] 340/600 pairs done 2026-04-09 08:38:51,927 [INFO] 350/600 pairs done 2026-04-09 08:38:59,359 [INFO] 360/600 pairs done 2026-04-09 08:39:06,659 [INFO] 370/600 pairs done 2026-04-09 08:39:13,972 [INFO] 380/600 pairs done 2026-04-09 08:39:21,320 [INFO] 390/600 pairs done 2026-04-09 08:39:28,702 [INFO] 400/600 pairs done 2026-04-09 08:39:36,030 [INFO] 410/600 pairs done 2026-04-09 08:39:43,363 [INFO] 420/600 pairs done 2026-04-09 08:39:50,625 [INFO] 430/600 pairs done 2026-04-09 08:39:57,913 [INFO] 440/600 pairs done 2026-04-09 08:40:05,222 [INFO] 450/600 pairs done 2026-04-09 08:40:12,112 [INFO] 460/600 pairs done 2026-04-09 08:40:18,984 [INFO] 470/600 pairs done 2026-04-09 08:40:25,557 [INFO] 480/600 pairs done 2026-04-09 08:40:33,264 [INFO] 490/600 pairs done 2026-04-09 08:40:41,136 [INFO] 500/600 pairs done 2026-04-09 08:40:48,953 [INFO] 510/600 pairs done 2026-04-09 08:40:56,513 [INFO] 520/600 pairs done 2026-04-09 08:41:04,088 [INFO] 530/600 pairs done 2026-04-09 08:41:11,412 [INFO] 540/600 pairs done 2026-04-09 08:41:18,676 [INFO] 550/600 pairs done 2026-04-09 08:41:25,256 [INFO] 560/600 pairs done 2026-04-09 08:41:31,565 [INFO] 570/600 pairs done 2026-04-09 08:41:38,426 [INFO] 580/600 pairs done 2026-04-09 08:41:46,193 [INFO] 590/600 pairs done 2026-04-09 08:41:53,903 [INFO] 600/600 pairs done 2026-04-09 08:41:53,904 [INFO] Rep 2/5: junk_FPR=0.0138, real_F1=0.400 2026-04-09 08:41:53,917 [INFO] [TemporalDiscovery] Estimating 600 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:42:01,378 [INFO] 10/600 pairs done 2026-04-09 08:42:08,658 [INFO] 20/600 pairs done 2026-04-09 08:42:15,984 [INFO] 30/600 pairs done 2026-04-09 08:42:23,240 [INFO] 40/600 pairs done 2026-04-09 08:42:30,517 [INFO] 50/600 pairs done 2026-04-09 08:42:38,079 [INFO] 60/600 pairs done 2026-04-09 08:42:45,521 [INFO] 70/600 pairs done 2026-04-09 08:42:53,104 [INFO] 80/600 pairs done 2026-04-09 08:43:00,431 [INFO] 90/600 pairs done 2026-04-09 08:43:07,914 [INFO] 100/600 pairs done 2026-04-09 08:43:15,343 [INFO] 110/600 pairs done 2026-04-09 08:43:22,886 [INFO] 120/600 pairs done 2026-04-09 08:43:30,802 [INFO] 130/600 pairs done 2026-04-09 08:43:38,620 [INFO] 140/600 pairs done 2026-04-09 08:43:46,415 [INFO] 150/600 pairs done 2026-04-09 08:43:54,526 [INFO] 160/600 pairs done 2026-04-09 08:44:02,291 [INFO] 170/600 pairs done 2026-04-09 08:44:09,734 [INFO] 180/600 pairs done 2026-04-09 08:44:17,109 [INFO] 190/600 pairs done 2026-04-09 08:44:24,601 [INFO] 200/600 pairs done 2026-04-09 08:44:31,971 [INFO] 210/600 pairs done 2026-04-09 08:44:39,485 [INFO] 220/600 pairs done 2026-04-09 08:44:46,917 [INFO] 230/600 pairs done 2026-04-09 08:44:54,358 [INFO] 240/600 pairs done 2026-04-09 08:45:02,176 [INFO] 250/600 pairs done 2026-04-09 08:45:09,902 [INFO] 260/600 pairs done 2026-04-09 08:45:17,923 [INFO] 270/600 pairs done 2026-04-09 08:45:25,624 [INFO] 280/600 pairs done 2026-04-09 08:45:33,544 [INFO] 290/600 pairs done 2026-04-09 08:45:41,295 [INFO] 300/600 pairs done 2026-04-09 08:45:49,092 [INFO] 310/600 pairs done 2026-04-09 08:45:56,607 [INFO] 320/600 pairs done 2026-04-09 08:46:03,899 [INFO] 330/600 pairs done 2026-04-09 08:46:10,788 [INFO] 340/600 pairs done 2026-04-09 08:46:17,391 [INFO] 350/600 pairs done 2026-04-09 08:46:23,880 [INFO] 360/600 pairs done 2026-04-09 08:46:31,433 [INFO] 370/600 pairs done 2026-04-09 08:46:38,880 [INFO] 380/600 pairs done 2026-04-09 08:46:45,615 [INFO] 390/600 pairs done 2026-04-09 08:46:51,701 [INFO] 400/600 pairs done 2026-04-09 08:46:58,068 [INFO] 410/600 pairs done 2026-04-09 08:47:05,382 [INFO] 420/600 pairs done 2026-04-09 08:47:12,673 [INFO] 430/600 pairs done 2026-04-09 08:47:19,192 [INFO] 440/600 pairs done 2026-04-09 08:47:25,805 [INFO] 450/600 pairs done 2026-04-09 08:47:32,783 [INFO] 460/600 pairs done 2026-04-09 08:47:40,727 [INFO] 470/600 pairs done 2026-04-09 08:47:48,396 [INFO] 480/600 pairs done 2026-04-09 08:47:55,716 [INFO] 490/600 pairs done 2026-04-09 08:48:03,041 [INFO] 500/600 pairs done 2026-04-09 08:48:10,683 [INFO] 510/600 pairs done 2026-04-09 08:48:18,424 [INFO] 520/600 pairs done 2026-04-09 08:48:26,303 [INFO] 530/600 pairs done 2026-04-09 08:48:33,718 [INFO] 540/600 pairs done 2026-04-09 08:48:41,046 [INFO] 550/600 pairs done 2026-04-09 08:48:48,358 [INFO] 560/600 pairs done 2026-04-09 08:48:55,634 [INFO] 570/600 pairs done 2026-04-09 08:49:03,016 [INFO] 580/600 pairs done 2026-04-09 08:49:10,550 [INFO] 590/600 pairs done 2026-04-09 08:49:18,056 [INFO] 600/600 pairs done 2026-04-09 08:49:18,057 [INFO] Rep 3/5: junk_FPR=0.0086, real_F1=0.000 2026-04-09 08:49:18,063 [INFO] [TemporalDiscovery] Estimating 600 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:49:25,473 [INFO] 10/600 pairs done 2026-04-09 08:49:32,761 [INFO] 20/600 pairs done 2026-04-09 08:49:40,124 [INFO] 30/600 pairs done 2026-04-09 08:49:47,684 [INFO] 40/600 pairs done 2026-04-09 08:49:55,178 [INFO] 50/600 pairs done 2026-04-09 08:50:02,638 [INFO] 60/600 pairs done 2026-04-09 08:50:10,104 [INFO] 70/600 pairs done 2026-04-09 08:50:17,481 [INFO] 80/600 pairs done 2026-04-09 08:50:24,775 [INFO] 90/600 pairs done 2026-04-09 08:50:32,071 [INFO] 100/600 pairs done 2026-04-09 08:50:39,327 [INFO] 110/600 pairs done 2026-04-09 08:50:46,688 [INFO] 120/600 pairs done 2026-04-09 08:50:54,115 [INFO] 130/600 pairs done 2026-04-09 08:51:01,595 [INFO] 140/600 pairs done 2026-04-09 08:51:09,417 [INFO] 150/600 pairs done 2026-04-09 08:51:17,463 [INFO] 160/600 pairs done 2026-04-09 08:51:25,381 [INFO] 170/600 pairs done 2026-04-09 08:51:32,659 [INFO] 180/600 pairs done 2026-04-09 08:51:39,915 [INFO] 190/600 pairs done 2026-04-09 08:51:46,269 [INFO] 200/600 pairs done 2026-04-09 08:51:52,398 [INFO] 210/600 pairs done 2026-04-09 08:51:59,040 [INFO] 220/600 pairs done 2026-04-09 08:52:06,596 [INFO] 230/600 pairs done 2026-04-09 08:52:14,028 [INFO] 240/600 pairs done 2026-04-09 08:52:21,530 [INFO] 250/600 pairs done 2026-04-09 08:52:28,933 [INFO] 260/600 pairs done 2026-04-09 08:52:35,620 [INFO] 270/600 pairs done 2026-04-09 08:52:41,765 [INFO] 280/600 pairs done 2026-04-09 08:52:48,124 [INFO] 290/600 pairs done 2026-04-09 08:52:55,465 [INFO] 300/600 pairs done 2026-04-09 08:53:02,779 [INFO] 310/600 pairs done 2026-04-09 08:53:10,297 [INFO] 320/600 pairs done 2026-04-09 08:53:17,991 [INFO] 330/600 pairs done 2026-04-09 08:53:25,602 [INFO] 340/600 pairs done 2026-04-09 08:53:33,290 [INFO] 350/600 pairs done 2026-04-09 08:53:40,739 [INFO] 360/600 pairs done 2026-04-09 08:53:48,077 [INFO] 370/600 pairs done 2026-04-09 08:53:55,402 [INFO] 380/600 pairs done 2026-04-09 08:54:03,060 [INFO] 390/600 pairs done 2026-04-09 08:54:10,801 [INFO] 400/600 pairs done 2026-04-09 08:54:18,577 [INFO] 410/600 pairs done 2026-04-09 08:54:26,010 [INFO] 420/600 pairs done 2026-04-09 08:54:33,465 [INFO] 430/600 pairs done 2026-04-09 08:54:40,731 [INFO] 440/600 pairs done 2026-04-09 08:54:48,031 [INFO] 450/600 pairs done 2026-04-09 08:54:55,294 [INFO] 460/600 pairs done 2026-04-09 08:55:02,703 [INFO] 470/600 pairs done 2026-04-09 08:55:10,064 [INFO] 480/600 pairs done 2026-04-09 08:55:17,769 [INFO] 490/600 pairs done 2026-04-09 08:55:25,623 [INFO] 500/600 pairs done 2026-04-09 08:55:33,416 [INFO] 510/600 pairs done 2026-04-09 08:55:41,276 [INFO] 520/600 pairs done 2026-04-09 08:55:49,027 [INFO] 530/600 pairs done 2026-04-09 08:55:56,820 [INFO] 540/600 pairs done 2026-04-09 08:56:04,759 [INFO] 550/600 pairs done 2026-04-09 08:56:12,309 [INFO] 560/600 pairs done 2026-04-09 08:56:19,826 [INFO] 570/600 pairs done 2026-04-09 08:56:27,268 [INFO] 580/600 pairs done 2026-04-09 08:56:34,589 [INFO] 590/600 pairs done 2026-04-09 08:56:41,923 [INFO] 600/600 pairs done 2026-04-09 08:56:41,924 [INFO] Rep 4/5: junk_FPR=0.0224, real_F1=0.222 2026-04-09 08:56:41,929 [INFO] [TemporalDiscovery] Estimating 600 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 08:56:49,628 [INFO] 10/600 pairs done 2026-04-09 08:56:57,385 [INFO] 20/600 pairs done 2026-04-09 08:57:04,790 [INFO] 30/600 pairs done 2026-04-09 08:57:12,079 [INFO] 40/600 pairs done 2026-04-09 08:57:19,343 [INFO] 50/600 pairs done 2026-04-09 08:57:26,581 [INFO] 60/600 pairs done 2026-04-09 08:57:33,859 [INFO] 70/600 pairs done 2026-04-09 08:57:41,161 [INFO] 80/600 pairs done 2026-04-09 08:57:48,426 [INFO] 90/600 pairs done 2026-04-09 08:57:55,717 [INFO] 100/600 pairs done 2026-04-09 08:58:02,990 [INFO] 110/600 pairs done 2026-04-09 08:58:10,292 [INFO] 120/600 pairs done 2026-04-09 08:58:17,872 [INFO] 130/600 pairs done 2026-04-09 08:58:25,469 [INFO] 140/600 pairs done 2026-04-09 08:58:32,785 [INFO] 150/600 pairs done 2026-04-09 08:58:40,089 [INFO] 160/600 pairs done 2026-04-09 08:58:47,280 [INFO] 170/600 pairs done 2026-04-09 08:58:54,578 [INFO] 180/600 pairs done 2026-04-09 08:59:01,884 [INFO] 190/600 pairs done 2026-04-09 08:59:09,635 [INFO] 200/600 pairs done 2026-04-09 08:59:17,533 [INFO] 210/600 pairs done 2026-04-09 08:59:25,350 [INFO] 220/600 pairs done 2026-04-09 08:59:33,100 [INFO] 230/600 pairs done 2026-04-09 08:59:40,887 [INFO] 240/600 pairs done 2026-04-09 08:59:48,146 [INFO] 250/600 pairs done 2026-04-09 08:59:55,427 [INFO] 260/600 pairs done 2026-04-09 09:00:01,992 [INFO] 270/600 pairs done 2026-04-09 09:00:08,067 [INFO] 280/600 pairs done 2026-04-09 09:00:14,454 [INFO] 290/600 pairs done 2026-04-09 09:00:21,934 [INFO] 300/600 pairs done 2026-04-09 09:00:29,508 [INFO] 310/600 pairs done 2026-04-09 09:00:35,887 [INFO] 320/600 pairs done 2026-04-09 09:00:42,010 [INFO] 330/600 pairs done 2026-04-09 09:00:48,753 [INFO] 340/600 pairs done 2026-04-09 09:00:56,383 [INFO] 350/600 pairs done 2026-04-09 09:01:04,080 [INFO] 360/600 pairs done 2026-04-09 09:01:11,664 [INFO] 370/600 pairs done 2026-04-09 09:01:19,111 [INFO] 380/600 pairs done 2026-04-09 09:01:26,728 [INFO] 390/600 pairs done 2026-04-09 09:01:34,071 [INFO] 400/600 pairs done 2026-04-09 09:01:41,431 [INFO] 410/600 pairs done 2026-04-09 09:01:48,943 [INFO] 420/600 pairs done 2026-04-09 09:01:56,434 [INFO] 430/600 pairs done 2026-04-09 09:02:03,896 [INFO] 440/600 pairs done 2026-04-09 09:02:11,448 [INFO] 450/600 pairs done 2026-04-09 09:02:18,793 [INFO] 460/600 pairs done 2026-04-09 09:02:26,146 [INFO] 470/600 pairs done 2026-04-09 09:02:33,379 [INFO] 480/600 pairs done 2026-04-09 09:02:41,300 [INFO] 490/600 pairs done 2026-04-09 09:02:49,191 [INFO] 500/600 pairs done 2026-04-09 09:02:56,898 [INFO] 510/600 pairs done 2026-04-09 09:03:04,629 [INFO] 520/600 pairs done 2026-04-09 09:03:12,388 [INFO] 530/600 pairs done 2026-04-09 09:03:20,294 [INFO] 540/600 pairs done 2026-04-09 09:03:27,888 [INFO] 550/600 pairs done 2026-04-09 09:03:35,611 [INFO] 560/600 pairs done 2026-04-09 09:03:43,438 [INFO] 570/600 pairs done 2026-04-09 09:03:51,066 [INFO] 580/600 pairs done 2026-04-09 09:03:58,286 [INFO] 590/600 pairs done 2026-04-09 09:04:05,518 [INFO] 600/600 pairs done 2026-04-09 09:04:05,519 [INFO] Rep 5/5: junk_FPR=0.0638, real_F1=0.667 2026-04-09 09:04:05,519 [INFO] Noise injection: N_junk=50 2026-04-09 09:04:05,526 [INFO] [TemporalDiscovery] Estimating 2970 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 09:04:13,310 [INFO] 10/2970 pairs done 2026-04-09 09:04:21,081 [INFO] 20/2970 pairs done 2026-04-09 09:04:28,659 [INFO] 30/2970 pairs done 2026-04-09 09:04:36,335 [INFO] 40/2970 pairs done 2026-04-09 09:04:44,035 [INFO] 50/2970 pairs done 2026-04-09 09:04:51,792 [INFO] 60/2970 pairs done 2026-04-09 09:04:59,679 [INFO] 70/2970 pairs done 2026-04-09 09:05:07,423 [INFO] 80/2970 pairs done 2026-04-09 09:05:15,208 [INFO] 90/2970 pairs done 2026-04-09 09:05:22,791 [INFO] 100/2970 pairs done 2026-04-09 09:05:30,379 [INFO] 110/2970 pairs done 2026-04-09 09:05:37,712 [INFO] 120/2970 pairs done 2026-04-09 09:05:45,060 [INFO] 130/2970 pairs done 2026-04-09 09:05:52,366 [INFO] 140/2970 pairs done 2026-04-09 09:05:59,717 [INFO] 150/2970 pairs done 2026-04-09 09:06:07,031 [INFO] 160/2970 pairs done 2026-04-09 09:06:14,654 [INFO] 170/2970 pairs done 2026-04-09 09:06:22,381 [INFO] 180/2970 pairs done 2026-04-09 09:06:30,259 [INFO] 190/2970 pairs done 2026-04-09 09:06:38,312 [INFO] 200/2970 pairs done 2026-04-09 09:06:46,295 [INFO] 210/2970 pairs done 2026-04-09 09:06:53,993 [INFO] 220/2970 pairs done 2026-04-09 09:07:01,199 [INFO] 230/2970 pairs done 2026-04-09 09:07:08,550 [INFO] 240/2970 pairs done 2026-04-09 09:07:15,763 [INFO] 250/2970 pairs done 2026-04-09 09:07:23,017 [INFO] 260/2970 pairs done 2026-04-09 09:07:30,264 [INFO] 270/2970 pairs done 2026-04-09 09:07:37,897 [INFO] 280/2970 pairs done 2026-04-09 09:07:45,671 [INFO] 290/2970 pairs done 2026-04-09 09:07:53,495 [INFO] 300/2970 pairs done 2026-04-09 09:08:01,288 [INFO] 310/2970 pairs done 2026-04-09 09:08:08,925 [INFO] 320/2970 pairs done 2026-04-09 09:08:16,523 [INFO] 330/2970 pairs done 2026-04-09 09:08:23,975 [INFO] 340/2970 pairs done 2026-04-09 09:08:31,403 [INFO] 350/2970 pairs done 2026-04-09 09:08:38,813 [INFO] 360/2970 pairs done 2026-04-09 09:08:46,232 [INFO] 370/2970 pairs done 2026-04-09 09:08:53,484 [INFO] 380/2970 pairs done 2026-04-09 09:08:59,769 [INFO] 390/2970 pairs done 2026-04-09 09:09:05,989 [INFO] 400/2970 pairs done 2026-04-09 09:09:12,376 [INFO] 410/2970 pairs done 2026-04-09 09:09:18,878 [INFO] 420/2970 pairs done 2026-04-09 09:09:25,304 [INFO] 430/2970 pairs done 2026-04-09 09:09:32,609 [INFO] 440/2970 pairs done 2026-04-09 09:09:40,174 [INFO] 450/2970 pairs done 2026-04-09 09:09:47,677 [INFO] 460/2970 pairs done 2026-04-09 09:09:55,230 [INFO] 470/2970 pairs done 2026-04-09 09:10:02,766 [INFO] 480/2970 pairs done 2026-04-09 09:10:10,384 [INFO] 490/2970 pairs done 2026-04-09 09:10:18,068 [INFO] 500/2970 pairs done 2026-04-09 09:10:25,784 [INFO] 510/2970 pairs done 2026-04-09 09:10:33,473 [INFO] 520/2970 pairs done 2026-04-09 09:10:41,172 [INFO] 530/2970 pairs done 2026-04-09 09:10:48,925 [INFO] 540/2970 pairs done 2026-04-09 09:10:56,684 [INFO] 550/2970 pairs done 2026-04-09 09:11:04,198 [INFO] 560/2970 pairs done 2026-04-09 09:11:11,924 [INFO] 570/2970 pairs done 2026-04-09 09:11:19,694 [INFO] 580/2970 pairs done 2026-04-09 09:11:27,697 [INFO] 590/2970 pairs done 2026-04-09 09:11:35,556 [INFO] 600/2970 pairs done 2026-04-09 09:11:43,323 [INFO] 610/2970 pairs done 2026-04-09 09:11:51,161 [INFO] 620/2970 pairs done 2026-04-09 09:11:58,932 [INFO] 630/2970 pairs done 2026-04-09 09:12:06,813 [INFO] 640/2970 pairs done 2026-04-09 09:12:14,297 [INFO] 650/2970 pairs done 2026-04-09 09:12:21,005 [INFO] 660/2970 pairs done 2026-04-09 09:12:27,621 [INFO] 670/2970 pairs done 2026-04-09 09:12:34,261 [INFO] 680/2970 pairs done 2026-04-09 09:12:40,905 [INFO] 690/2970 pairs done 2026-04-09 09:12:47,677 [INFO] 700/2970 pairs done 2026-04-09 09:12:55,224 [INFO] 710/2970 pairs done 2026-04-09 09:13:03,325 [INFO] 720/2970 pairs done 2026-04-09 09:13:11,244 [INFO] 730/2970 pairs done 2026-04-09 09:13:19,208 [INFO] 740/2970 pairs done 2026-04-09 09:13:27,226 [INFO] 750/2970 pairs done 2026-04-09 09:13:35,013 [INFO] 760/2970 pairs done 2026-04-09 09:13:42,349 [INFO] 770/2970 pairs done 2026-04-09 09:13:49,657 [INFO] 780/2970 pairs done 2026-04-09 09:13:56,976 [INFO] 790/2970 pairs done 2026-04-09 09:14:04,327 [INFO] 800/2970 pairs done 2026-04-09 09:14:11,668 [INFO] 810/2970 pairs done 2026-04-09 09:14:19,244 [INFO] 820/2970 pairs done 2026-04-09 09:14:26,706 [INFO] 830/2970 pairs done 2026-04-09 09:14:34,331 [INFO] 840/2970 pairs done 2026-04-09 09:14:41,860 [INFO] 850/2970 pairs done 2026-04-09 09:14:49,618 [INFO] 860/2970 pairs done 2026-04-09 09:14:57,405 [INFO] 870/2970 pairs done 2026-04-09 09:15:04,987 [INFO] 880/2970 pairs done 2026-04-09 09:15:12,795 [INFO] 890/2970 pairs done 2026-04-09 09:15:20,595 [INFO] 900/2970 pairs done 2026-04-09 09:15:28,161 [INFO] 910/2970 pairs done 2026-04-09 09:15:35,758 [INFO] 920/2970 pairs done 2026-04-09 09:15:43,230 [INFO] 930/2970 pairs done 2026-04-09 09:15:50,670 [INFO] 940/2970 pairs done 2026-04-09 09:15:58,147 [INFO] 950/2970 pairs done 2026-04-09 09:16:05,597 [INFO] 960/2970 pairs done 2026-04-09 09:16:12,992 [INFO] 970/2970 pairs done 2026-04-09 09:16:20,735 [INFO] 980/2970 pairs done 2026-04-09 09:16:28,500 [INFO] 990/2970 pairs done 2026-04-09 09:16:36,156 [INFO] 1000/2970 pairs done 2026-04-09 09:16:44,109 [INFO] 1010/2970 pairs done 2026-04-09 09:16:52,036 [INFO] 1020/2970 pairs done 2026-04-09 09:16:59,864 [INFO] 1030/2970 pairs done 2026-04-09 09:17:07,672 [INFO] 1040/2970 pairs done 2026-04-09 09:17:15,501 [INFO] 1050/2970 pairs done 2026-04-09 09:17:23,393 [INFO] 1060/2970 pairs done 2026-04-09 09:17:31,108 [INFO] 1070/2970 pairs done 2026-04-09 09:17:38,975 [INFO] 1080/2970 pairs done 2026-04-09 09:17:46,831 [INFO] 1090/2970 pairs done 2026-04-09 09:17:54,840 [INFO] 1100/2970 pairs done 2026-04-09 09:18:02,641 [INFO] 1110/2970 pairs done 2026-04-09 09:18:10,579 [INFO] 1120/2970 pairs done 2026-04-09 09:18:18,593 [INFO] 1130/2970 pairs done 2026-04-09 09:18:26,298 [INFO] 1140/2970 pairs done 2026-04-09 09:18:33,893 [INFO] 1150/2970 pairs done 2026-04-09 09:18:41,300 [INFO] 1160/2970 pairs done 2026-04-09 09:18:48,785 [INFO] 1170/2970 pairs done 2026-04-09 09:18:56,278 [INFO] 1180/2970 pairs done 2026-04-09 09:19:03,667 [INFO] 1190/2970 pairs done 2026-04-09 09:19:10,990 [INFO] 1200/2970 pairs done 2026-04-09 09:19:18,315 [INFO] 1210/2970 pairs done 2026-04-09 09:19:25,621 [INFO] 1220/2970 pairs done 2026-04-09 09:19:32,898 [INFO] 1230/2970 pairs done 2026-04-09 09:19:40,218 [INFO] 1240/2970 pairs done 2026-04-09 09:19:47,889 [INFO] 1250/2970 pairs done 2026-04-09 09:19:55,603 [INFO] 1260/2970 pairs done 2026-04-09 09:20:03,168 [INFO] 1270/2970 pairs done 2026-04-09 09:20:10,805 [INFO] 1280/2970 pairs done 2026-04-09 09:20:18,400 [INFO] 1290/2970 pairs done 2026-04-09 09:20:25,767 [INFO] 1300/2970 pairs done 2026-04-09 09:20:33,064 [INFO] 1310/2970 pairs done 2026-04-09 09:20:40,353 [INFO] 1320/2970 pairs done 2026-04-09 09:20:47,632 [INFO] 1330/2970 pairs done 2026-04-09 09:20:54,954 [INFO] 1340/2970 pairs done 2026-04-09 09:21:02,290 [INFO] 1350/2970 pairs done 2026-04-09 09:21:09,732 [INFO] 1360/2970 pairs done 2026-04-09 09:21:17,226 [INFO] 1370/2970 pairs done 2026-04-09 09:21:24,795 [INFO] 1380/2970 pairs done 2026-04-09 09:21:32,285 [INFO] 1390/2970 pairs done 2026-04-09 09:21:39,790 [INFO] 1400/2970 pairs done 2026-04-09 09:21:47,181 [INFO] 1410/2970 pairs done 2026-04-09 09:21:54,558 [INFO] 1420/2970 pairs done 2026-04-09 09:22:01,928 [INFO] 1430/2970 pairs done 2026-04-09 09:22:09,269 [INFO] 1440/2970 pairs done 2026-04-09 09:22:16,618 [INFO] 1450/2970 pairs done 2026-04-09 09:22:24,060 [INFO] 1460/2970 pairs done 2026-04-09 09:22:31,591 [INFO] 1470/2970 pairs done 2026-04-09 09:22:39,602 [INFO] 1480/2970 pairs done 2026-04-09 09:22:47,234 [INFO] 1490/2970 pairs done 2026-04-09 09:22:54,893 [INFO] 1500/2970 pairs done 2026-04-09 09:23:02,493 [INFO] 1510/2970 pairs done 2026-04-09 09:23:09,855 [INFO] 1520/2970 pairs done 2026-04-09 09:23:17,193 [INFO] 1530/2970 pairs done 2026-04-09 09:23:24,531 [INFO] 1540/2970 pairs done 2026-04-09 09:23:31,858 [INFO] 1550/2970 pairs done 2026-04-09 09:23:39,194 [INFO] 1560/2970 pairs done 2026-04-09 09:23:46,706 [INFO] 1570/2970 pairs done 2026-04-09 09:23:54,733 [INFO] 1580/2970 pairs done 2026-04-09 09:24:02,802 [INFO] 1590/2970 pairs done 2026-04-09 09:24:10,835 [INFO] 1600/2970 pairs done 2026-04-09 09:24:18,728 [INFO] 1610/2970 pairs done 2026-04-09 09:24:26,816 [INFO] 1620/2970 pairs done 2026-04-09 09:24:34,801 [INFO] 1630/2970 pairs done 2026-04-09 09:24:42,809 [INFO] 1640/2970 pairs done 2026-04-09 09:24:50,793 [INFO] 1650/2970 pairs done 2026-04-09 09:24:58,494 [INFO] 1660/2970 pairs done 2026-04-09 09:25:06,329 [INFO] 1670/2970 pairs done 2026-04-09 09:25:14,132 [INFO] 1680/2970 pairs done 2026-04-09 09:25:21,714 [INFO] 1690/2970 pairs done 2026-04-09 09:25:29,282 [INFO] 1700/2970 pairs done 2026-04-09 09:25:36,854 [INFO] 1710/2970 pairs done 2026-04-09 09:25:44,499 [INFO] 1720/2970 pairs done 2026-04-09 09:25:52,101 [INFO] 1730/2970 pairs done 2026-04-09 09:25:59,614 [INFO] 1740/2970 pairs done 2026-04-09 09:26:07,081 [INFO] 1750/2970 pairs done 2026-04-09 09:26:14,481 [INFO] 1760/2970 pairs done 2026-04-09 09:26:21,868 [INFO] 1770/2970 pairs done 2026-04-09 09:26:29,253 [INFO] 1780/2970 pairs done 2026-04-09 09:26:35,955 [INFO] 1790/2970 pairs done 2026-04-09 09:26:42,319 [INFO] 1800/2970 pairs done 2026-04-09 09:26:48,652 [INFO] 1810/2970 pairs done 2026-04-09 09:26:55,182 [INFO] 1820/2970 pairs done 2026-04-09 09:27:01,436 [INFO] 1830/2970 pairs done 2026-04-09 09:27:08,435 [INFO] 1840/2970 pairs done 2026-04-09 09:27:16,379 [INFO] 1850/2970 pairs done 2026-04-09 09:27:24,077 [INFO] 1860/2970 pairs done 2026-04-09 09:27:31,849 [INFO] 1870/2970 pairs done 2026-04-09 09:27:39,668 [INFO] 1880/2970 pairs done 2026-04-09 09:27:47,526 [INFO] 1890/2970 pairs done 2026-04-09 09:27:55,466 [INFO] 1900/2970 pairs done 2026-04-09 09:28:03,535 [INFO] 1910/2970 pairs done 2026-04-09 09:28:11,531 [INFO] 1920/2970 pairs done 2026-04-09 09:28:19,624 [INFO] 1930/2970 pairs done 2026-04-09 09:28:27,633 [INFO] 1940/2970 pairs done 2026-04-09 09:28:35,256 [INFO] 1950/2970 pairs done 2026-04-09 09:28:42,705 [INFO] 1960/2970 pairs done 2026-04-09 09:28:50,188 [INFO] 1970/2970 pairs done 2026-04-09 09:28:57,603 [INFO] 1980/2970 pairs done 2026-04-09 09:29:04,995 [INFO] 1990/2970 pairs done 2026-04-09 09:29:12,493 [INFO] 2000/2970 pairs done 2026-04-09 09:29:20,528 [INFO] 2010/2970 pairs done 2026-04-09 09:29:28,286 [INFO] 2020/2970 pairs done 2026-04-09 09:29:36,253 [INFO] 2030/2970 pairs done 2026-04-09 09:29:44,193 [INFO] 2040/2970 pairs done 2026-04-09 09:29:52,063 [INFO] 2050/2970 pairs done 2026-04-09 09:29:59,718 [INFO] 2060/2970 pairs done 2026-04-09 09:30:07,226 [INFO] 2070/2970 pairs done 2026-04-09 09:30:14,651 [INFO] 2080/2970 pairs done 2026-04-09 09:30:22,100 [INFO] 2090/2970 pairs done 2026-04-09 09:30:29,665 [INFO] 2100/2970 pairs done 2026-04-09 09:30:37,083 [INFO] 2110/2970 pairs done 2026-04-09 09:30:44,552 [INFO] 2120/2970 pairs done 2026-04-09 09:30:51,975 [INFO] 2130/2970 pairs done 2026-04-09 09:30:59,343 [INFO] 2140/2970 pairs done 2026-04-09 09:31:06,861 [INFO] 2150/2970 pairs done 2026-04-09 09:31:14,216 [INFO] 2160/2970 pairs done 2026-04-09 09:31:21,906 [INFO] 2170/2970 pairs done 2026-04-09 09:31:29,593 [INFO] 2180/2970 pairs done 2026-04-09 09:31:37,455 [INFO] 2190/2970 pairs done 2026-04-09 09:31:45,333 [INFO] 2200/2970 pairs done 2026-04-09 09:31:53,334 [INFO] 2210/2970 pairs done 2026-04-09 09:32:00,936 [INFO] 2220/2970 pairs done 2026-04-09 09:32:08,223 [INFO] 2230/2970 pairs done 2026-04-09 09:32:15,521 [INFO] 2240/2970 pairs done 2026-04-09 09:32:22,809 [INFO] 2250/2970 pairs done 2026-04-09 09:32:30,096 [INFO] 2260/2970 pairs done 2026-04-09 09:32:37,387 [INFO] 2270/2970 pairs done 2026-04-09 09:32:45,026 [INFO] 2280/2970 pairs done 2026-04-09 09:32:52,909 [INFO] 2290/2970 pairs done 2026-04-09 09:33:00,614 [INFO] 2300/2970 pairs done 2026-04-09 09:33:08,190 [INFO] 2310/2970 pairs done 2026-04-09 09:33:15,825 [INFO] 2320/2970 pairs done 2026-04-09 09:33:23,201 [INFO] 2330/2970 pairs done 2026-04-09 09:33:30,447 [INFO] 2340/2970 pairs done 2026-04-09 09:33:37,714 [INFO] 2350/2970 pairs done 2026-04-09 09:33:45,023 [INFO] 2360/2970 pairs done 2026-04-09 09:33:52,330 [INFO] 2370/2970 pairs done 2026-04-09 09:33:59,646 [INFO] 2380/2970 pairs done 2026-04-09 09:34:06,972 [INFO] 2390/2970 pairs done 2026-04-09 09:34:14,195 [INFO] 2400/2970 pairs done 2026-04-09 09:34:21,562 [INFO] 2410/2970 pairs done 2026-04-09 09:34:28,795 [INFO] 2420/2970 pairs done 2026-04-09 09:34:36,101 [INFO] 2430/2970 pairs done 2026-04-09 09:34:43,380 [INFO] 2440/2970 pairs done 2026-04-09 09:34:50,619 [INFO] 2450/2970 pairs done 2026-04-09 09:34:57,867 [INFO] 2460/2970 pairs done 2026-04-09 09:35:05,122 [INFO] 2470/2970 pairs done 2026-04-09 09:35:12,418 [INFO] 2480/2970 pairs done 2026-04-09 09:35:19,880 [INFO] 2490/2970 pairs done 2026-04-09 09:35:27,582 [INFO] 2500/2970 pairs done 2026-04-09 09:35:35,637 [INFO] 2510/2970 pairs done 2026-04-09 09:35:43,487 [INFO] 2520/2970 pairs done 2026-04-09 09:35:51,400 [INFO] 2530/2970 pairs done 2026-04-09 09:35:59,265 [INFO] 2540/2970 pairs done 2026-04-09 09:36:06,808 [INFO] 2550/2970 pairs done 2026-04-09 09:36:14,331 [INFO] 2560/2970 pairs done 2026-04-09 09:36:21,794 [INFO] 2570/2970 pairs done 2026-04-09 09:36:29,243 [INFO] 2580/2970 pairs done 2026-04-09 09:36:36,761 [INFO] 2590/2970 pairs done 2026-04-09 09:36:44,453 [INFO] 2600/2970 pairs done 2026-04-09 09:36:52,187 [INFO] 2610/2970 pairs done 2026-04-09 09:37:00,122 [INFO] 2620/2970 pairs done 2026-04-09 09:37:08,127 [INFO] 2630/2970 pairs done 2026-04-09 09:37:15,817 [INFO] 2640/2970 pairs done 2026-04-09 09:37:23,559 [INFO] 2650/2970 pairs done 2026-04-09 09:37:30,902 [INFO] 2660/2970 pairs done 2026-04-09 09:37:38,218 [INFO] 2670/2970 pairs done 2026-04-09 09:37:45,542 [INFO] 2680/2970 pairs done 2026-04-09 09:37:52,879 [INFO] 2690/2970 pairs done 2026-04-09 09:38:00,232 [INFO] 2700/2970 pairs done 2026-04-09 09:38:08,049 [INFO] 2710/2970 pairs done 2026-04-09 09:38:15,801 [INFO] 2720/2970 pairs done 2026-04-09 09:38:23,558 [INFO] 2730/2970 pairs done 2026-04-09 09:38:31,314 [INFO] 2740/2970 pairs done 2026-04-09 09:38:39,146 [INFO] 2750/2970 pairs done 2026-04-09 09:38:46,722 [INFO] 2760/2970 pairs done 2026-04-09 09:38:54,488 [INFO] 2770/2970 pairs done 2026-04-09 09:39:02,106 [INFO] 2780/2970 pairs done 2026-04-09 09:39:09,592 [INFO] 2790/2970 pairs done 2026-04-09 09:39:17,108 [INFO] 2800/2970 pairs done 2026-04-09 09:39:24,589 [INFO] 2810/2970 pairs done 2026-04-09 09:39:31,856 [INFO] 2820/2970 pairs done 2026-04-09 09:39:39,109 [INFO] 2830/2970 pairs done 2026-04-09 09:39:46,379 [INFO] 2840/2970 pairs done 2026-04-09 09:39:53,645 [INFO] 2850/2970 pairs done 2026-04-09 09:40:00,964 [INFO] 2860/2970 pairs done 2026-04-09 09:40:08,279 [INFO] 2870/2970 pairs done 2026-04-09 09:40:15,623 [INFO] 2880/2970 pairs done 2026-04-09 09:40:22,951 [INFO] 2890/2970 pairs done 2026-04-09 09:40:30,322 [INFO] 2900/2970 pairs done 2026-04-09 09:40:37,646 [INFO] 2910/2970 pairs done 2026-04-09 09:40:44,966 [INFO] 2920/2970 pairs done 2026-04-09 09:40:52,288 [INFO] 2930/2970 pairs done 2026-04-09 09:40:59,622 [INFO] 2940/2970 pairs done 2026-04-09 09:41:06,938 [INFO] 2950/2970 pairs done 2026-04-09 09:41:14,272 [INFO] 2960/2970 pairs done 2026-04-09 09:41:21,585 [INFO] 2970/2970 pairs done 2026-04-09 09:41:21,588 [INFO] Rep 1/5: junk_FPR=0.0061, real_F1=0.000 2026-04-09 09:41:21,594 [INFO] [TemporalDiscovery] Estimating 2970 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... 2026-04-09 09:41:28,956 [INFO] 10/2970 pairs done 2026-04-09 09:41:36,224 [INFO] 20/2970 pairs done 2026-04-09 09:41:43,417 [INFO] 30/2970 pairs done 2026-04-09 09:41:50,736 [INFO] 40/2970 pairs done 2026-04-09 09:41:57,965 [INFO] 50/2970 pairs done 2026-04-09 09:42:05,264 [INFO] 60/2970 pairs done 2026-04-09 09:42:12,575 [INFO] 70/2970 pairs done 2026-04-09 09:42:19,892 [INFO] 80/2970 pairs done 2026-04-09 09:42:27,218 [INFO] 90/2970 pairs done 2026-04-09 09:42:34,530 [INFO] 100/2970 pairs done 2026-04-09 09:42:41,816 [INFO] 110/2970 pairs done 2026-04-09 09:42:49,082 [INFO] 120/2970 pairs done 2026-04-09 09:42:56,357 [INFO] 130/2970 pairs done 2026-04-09 09:43:03,655 [INFO] 140/2970 pairs done 2026-04-09 09:43:10,936 [INFO] 150/2970 pairs done 2026-04-09 09:43:18,230 [INFO] 160/2970 pairs done 2026-04-09 09:43:24,556 [INFO] 170/2970 pairs done 2026-04-09 09:43:30,664 [INFO] 180/2970 pairs done 2026-04-09 09:43:36,770 [INFO] 190/2970 pairs done 2026-04-09 09:43:42,893 [INFO] 200/2970 pairs done 2026-04-09 09:43:48,992 [INFO] 210/2970 pairs done 2026-04-09 09:43:55,569 [INFO] 220/2970 pairs done 2026-04-09 09:44:02,927 [INFO] 230/2970 pairs done 2026-04-09 09:44:10,271 [INFO] 240/2970 pairs done 2026-04-09 09:44:17,556 [INFO] 250/2970 pairs done 2026-04-09 09:44:24,861 [INFO] 260/2970 pairs done 2026-04-09 09:44:32,226 [INFO] 270/2970 pairs done 2026-04-09 09:44:39,997 [INFO] 280/2970 pairs done 2026-04-09 09:44:47,683 [INFO] 290/2970 pairs done 2026-04-09 09:44:55,300 [INFO] 300/2970 pairs done 2026-04-09 09:45:03,102 [INFO] 310/2970 pairs done 2026-04-09 09:45:10,741 [INFO] 320/2970 pairs done 2026-04-09 09:45:18,377 [INFO] 330/2970 pairs done 2026-04-09 09:45:25,861 [INFO] 340/2970 pairs done 2026-04-09 09:45:33,532 [INFO] 350/2970 pairs done 2026-04-09 09:45:40,980 [INFO] 360/2970 pairs done 2026-04-09 09:45:48,605 [INFO] 370/2970 pairs done 2026-04-09 09:45:56,181 [INFO] 380/2970 pairs done 2026-04-09 09:46:03,737 [INFO] 390/2970 pairs done 2026-04-09 09:46:11,304 [INFO] 400/2970 pairs done 2026-04-09 09:46:18,840 [INFO] 410/2970 pairs done 2026-04-09 09:46:26,325 [INFO] 420/2970 pairs done 2026-04-09 09:46:33,844 [INFO] 430/2970 pairs done 2026-04-09 09:46:41,148 [INFO] 440/2970 pairs done 2026-04-09 09:46:48,459 [INFO] 450/2970 pairs done 2026-04-09 09:46:55,780 [INFO] 460/2970 pairs done 2026-04-09 09:47:03,117 [INFO] 470/2970 pairs done 2026-04-09 09:47:10,427 [INFO] 480/2970 pairs done 2026-04-09 09:47:17,787 [INFO] 490/2970 pairs done 2026-04-09 09:47:25,238 [INFO] 500/2970 pairs done 2026-04-09 09:47:32,779 [INFO] 510/2970 pairs done 2026-04-09 09:47:40,249 [INFO] 520/2970 pairs done 2026-04-09 09:47:47,707 [INFO] 530/2970 pairs done 2026-04-09 09:47:55,159 [INFO] 540/2970 pairs done 2026-04-09 09:48:02,652 [INFO] 550/2970 pairs done 2026-04-09 09:48:10,158 [INFO] 560/2970 pairs done 2026-04-09 09:48:17,690 [INFO] 570/2970 pairs done 2026-04-09 09:48:25,167 [INFO] 580/2970 pairs done 2026-04-09 09:48:32,593 [INFO] 590/2970 pairs done 2026-04-09 09:48:40,015 [INFO] 600/2970 pairs done 2026-04-09 09:48:48,852 [INFO] 610/2970 pairs done 2026-04-09 09:48:56,528 [INFO] 620/2970 pairs done 2026-04-09 09:49:03,800 [INFO] 630/2970 pairs done 2026-04-09 09:49:15,103 [INFO] 640/2970 pairs done 2026-04-09 09:49:27,292 [INFO] 650/2970 pairs done 2026-04-09 09:49:40,782 [INFO] 660/2970 pairs done 2026-04-09 09:49:48,573 [INFO] 670/2970 pairs done 2026-04-09 09:49:56,460 [INFO] 680/2970 pairs done 2026-04-09 09:50:04,326 [INFO] 690/2970 pairs done 2026-04-09 09:50:12,172 [INFO] 700/2970 pairs done 2026-04-09 09:50:19,900 [INFO] 710/2970 pairs done 2026-04-09 09:50:27,775 [INFO] 720/2970 pairs done 2026-04-09 09:50:35,487 [INFO] 730/2970 pairs done 2026-04-09 09:50:43,190 [INFO] 740/2970 pairs done 2026-04-09 09:50:50,977 [INFO] 750/2970 pairs done 2026-04-09 09:50:58,812 [INFO] 760/2970 pairs done 2026-04-09 09:51:06,817 [INFO] 770/2970 pairs done 2026-04-09 09:51:14,807 [INFO] 780/2970 pairs done 2026-04-09 09:51:22,798 [INFO] 790/2970 pairs done 2026-04-09 09:51:30,813 [INFO] 800/2970 pairs done 2026-04-09 09:51:38,775 [INFO] 810/2970 pairs done 2026-04-09 09:51:46,368 [INFO] 820/2970 pairs done 2026-04-09 09:51:53,910 [INFO] 830/2970 pairs done 2026-04-09 09:52:01,487 [INFO] 840/2970 pairs done 2026-04-09 09:52:09,114 [INFO] 850/2970 pairs done