| 2026-04-09 04:54:00,087 [INFO] Robustness Benchmark — tests: ['confounding', 'missing', 'noise', 'nonstationarity', 'variable_scaling', 'sample_size', 'hidden_confounding'], reps=5 |
| 2026-04-09 04:54:00,087 [INFO] |
| ============================================================ |
| 2026-04-09 04:54:00,087 [INFO] Running test: confounding |
| 2026-04-09 04:54:00,087 [INFO] ============================================================ |
| 2026-04-09 04:54:00,932 [INFO] Confounding = 0.1 |
| 2026-04-09 04:54:00,938 [INFO] Loading faiss with AVX512 support. |
| 2026-04-09 04:54:00,952 [INFO] Successfully loaded faiss with AVX512 support. |
| 2026-04-09 04:54:03,716 [INFO] Rep 1/5: ATE_err=0.5792 PEHE=1.3117 |
| 2026-04-09 04:54:05,071 [INFO] Rep 2/5: ATE_err=0.5874 PEHE=0.7415 |
| 2026-04-09 04:54:06,265 [INFO] Rep 3/5: ATE_err=0.0876 PEHE=0.8151 |
| 2026-04-09 04:54:07,473 [INFO] Rep 4/5: ATE_err=0.2300 PEHE=0.4563 |
| 2026-04-09 04:54:08,865 [INFO] Rep 5/5: ATE_err=0.2330 PEHE=0.6423 |
| 2026-04-09 04:54:08,866 [INFO] Confounding = 0.3 |
| 2026-04-09 04:54:10,319 [INFO] Rep 1/5: ATE_err=0.6911 PEHE=1.3654 |
| 2026-04-09 04:54:11,365 [INFO] Rep 2/5: ATE_err=0.5749 PEHE=0.7302 |
| 2026-04-09 04:54:12,574 [INFO] Rep 3/5: ATE_err=0.0775 PEHE=0.8200 |
| 2026-04-09 04:54:13,897 [INFO] Rep 4/5: ATE_err=0.2003 PEHE=0.4467 |
| 2026-04-09 04:54:15,365 [INFO] Rep 5/5: ATE_err=0.2283 PEHE=0.6448 |
| 2026-04-09 04:54:15,365 [INFO] Confounding = 0.5 |
| 2026-04-09 04:54:16,588 [INFO] Rep 1/5: ATE_err=0.7162 PEHE=1.3850 |
| 2026-04-09 04:54:17,982 [INFO] Rep 2/5: ATE_err=0.5468 PEHE=0.7047 |
| 2026-04-09 04:54:19,188 [INFO] Rep 3/5: ATE_err=0.0379 PEHE=0.8240 |
| 2026-04-09 04:54:19,865 [INFO] Rep 4/5: ATE_err=0.2569 PEHE=0.4746 |
| 2026-04-09 04:54:20,671 [INFO] Rep 5/5: ATE_err=0.2594 PEHE=0.6595 |
| 2026-04-09 04:54:20,671 [INFO] Confounding = 0.7 |
| 2026-04-09 04:54:21,567 [INFO] Rep 1/5: ATE_err=0.6605 PEHE=1.3472 |
| 2026-04-09 04:54:22,365 [INFO] Rep 2/5: ATE_err=0.6096 PEHE=0.7533 |
| 2026-04-09 04:54:23,106 [INFO] Rep 3/5: ATE_err=0.0786 PEHE=0.8274 |
| 2026-04-09 04:54:23,988 [INFO] Rep 4/5: ATE_err=0.2361 PEHE=0.4554 |
| 2026-04-09 04:54:24,665 [INFO] Rep 5/5: ATE_err=0.2175 PEHE=0.6490 |
| 2026-04-09 04:54:24,665 [INFO] Confounding = 0.9 |
| 2026-04-09 04:54:25,589 [INFO] Rep 1/5: ATE_err=0.7153 PEHE=1.3822 |
| 2026-04-09 04:54:26,273 [INFO] Rep 2/5: ATE_err=0.5834 PEHE=0.7262 |
| 2026-04-09 04:54:27,265 [INFO] Rep 3/5: ATE_err=0.1173 PEHE=0.8290 |
| 2026-04-09 04:54:28,165 [INFO] Rep 4/5: ATE_err=0.2245 PEHE=0.4599 |
| 2026-04-09 04:54:28,772 [INFO] Rep 5/5: ATE_err=0.2548 PEHE=0.6536 |
| 2026-04-09 04:54:28,773 [INFO] |
| ============================================================ |
| 2026-04-09 04:54:28,773 [INFO] Running test: missing |
| 2026-04-09 04:54:28,773 [INFO] ============================================================ |
| 2026-04-09 04:54:28,773 [INFO] Missing rate = 0% |
| 2026-04-09 04:54:29,665 [INFO] Rep 1/5: ATE_err=0.7491 PEHE=1.3902 |
| 2026-04-09 04:54:30,603 [INFO] Rep 2/5: ATE_err=0.5546 PEHE=0.7117 |
| 2026-04-09 04:54:32,565 [INFO] Rep 3/5: ATE_err=0.0852 PEHE=0.8329 |
| 2026-04-09 04:54:34,314 [INFO] Rep 4/5: ATE_err=0.2320 PEHE=0.4583 |
| 2026-04-09 04:54:36,003 [INFO] Rep 5/5: ATE_err=0.2569 PEHE=0.6528 |
| 2026-04-09 04:54:36,003 [INFO] Missing rate = 5% |
| 2026-04-09 04:54:37,865 [INFO] Rep 1/5: ATE_err=0.7460 PEHE=1.3957 |
| 2026-04-09 04:54:39,621 [INFO] Rep 2/5: ATE_err=0.2985 PEHE=0.5337 |
| 2026-04-09 04:54:41,465 [INFO] Rep 3/5: ATE_err=0.0068 PEHE=0.8139 |
| 2026-04-09 04:54:43,065 [INFO] Rep 4/5: ATE_err=0.2434 PEHE=0.4697 |
| 2026-04-09 04:54:44,765 [INFO] Rep 5/5: ATE_err=0.1564 PEHE=0.6232 |
| 2026-04-09 04:54:44,765 [INFO] Missing rate = 10% |
| 2026-04-09 04:54:46,465 [INFO] Rep 1/5: ATE_err=0.7384 PEHE=1.3923 |
| 2026-04-09 04:54:48,365 [INFO] Rep 2/5: ATE_err=0.3067 PEHE=0.5392 |
| 2026-04-09 04:54:50,065 [INFO] Rep 3/5: ATE_err=0.0919 PEHE=0.8296 |
| 2026-04-09 04:54:51,704 [INFO] Rep 4/5: ATE_err=0.1406 PEHE=0.4245 |
| 2026-04-09 04:54:53,411 [INFO] Rep 5/5: ATE_err=0.2631 PEHE=0.6583 |
| 2026-04-09 04:54:53,412 [INFO] Missing rate = 20% |
| 2026-04-09 04:54:55,073 [INFO] Rep 1/5: ATE_err=0.3825 PEHE=1.2498 |
| 2026-04-09 04:54:56,865 [INFO] Rep 2/5: ATE_err=0.3540 PEHE=0.5708 |
| 2026-04-09 04:54:58,572 [INFO] Rep 3/5: ATE_err=0.1125 PEHE=0.8340 |
| 2026-04-09 04:55:00,376 [INFO] Rep 4/5: ATE_err=0.2382 PEHE=0.4633 |
| 2026-04-09 04:55:02,003 [INFO] Rep 5/5: ATE_err=0.1191 PEHE=0.6093 |
| 2026-04-09 04:55:02,004 [INFO] Missing rate = 40% |
| 2026-04-09 04:55:03,403 [INFO] Rep 1/5: ATE_err=0.4950 PEHE=1.2832 |
| 2026-04-09 04:55:04,881 [INFO] Rep 2/5: ATE_err=0.2638 PEHE=0.5083 |
| 2026-04-09 04:55:06,503 [INFO] Rep 3/5: ATE_err=0.1470 PEHE=0.8199 |
| 2026-04-09 04:55:08,165 [INFO] Rep 4/5: ATE_err=0.0679 PEHE=0.4014 |
| 2026-04-09 04:55:09,918 [INFO] Rep 5/5: ATE_err=0.0284 PEHE=0.5957 |
| 2026-04-09 04:55:09,918 [INFO] Missing rate = 60% |
| 2026-04-09 04:55:11,365 [INFO] Rep 1/5: ATE_err=0.1945 PEHE=1.2099 |
| 2026-04-09 04:55:12,764 [INFO] Rep 2/5: ATE_err=0.2099 PEHE=0.4865 |
| 2026-04-09 04:55:14,214 [INFO] Rep 3/5: ATE_err=0.0835 PEHE=0.8180 |
| 2026-04-09 04:55:15,609 [INFO] Rep 4/5: ATE_err=0.1130 PEHE=0.4139 |
| 2026-04-09 04:55:16,887 [INFO] Rep 5/5: ATE_err=0.2164 PEHE=0.6426 |
| 2026-04-09 04:55:16,887 [INFO] |
| ============================================================ |
| 2026-04-09 04:55:16,887 [INFO] Running test: noise |
| 2026-04-09 04:55:16,887 [INFO] ============================================================ |
| 2026-04-09 04:55:16,890 [INFO] SNR = 20.0 dB |
| 2026-04-09 04:55:26,178 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 04:55:49,571 [INFO] 10/90 pairs done |
| 2026-04-09 04:56:13,790 [INFO] 20/90 pairs done |
| 2026-04-09 04:56:36,797 [INFO] 30/90 pairs done |
| 2026-04-09 04:56:59,973 [INFO] 40/90 pairs done |
| 2026-04-09 04:57:22,802 [INFO] 50/90 pairs done |
| 2026-04-09 04:57:48,565 [INFO] 60/90 pairs done |
| 2026-04-09 04:58:12,906 [INFO] 70/90 pairs done |
| 2026-04-09 04:58:37,702 [INFO] 80/90 pairs done |
| 2026-04-09 04:59:01,669 [INFO] 90/90 pairs done |
| 2026-04-09 04:59:01,677 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 04:59:29,275 [INFO] 10/90 pairs done |
| 2026-04-09 04:59:56,082 [INFO] 20/90 pairs done |
| 2026-04-09 05:00:17,768 [INFO] 30/90 pairs done |
| 2026-04-09 05:00:40,087 [INFO] 40/90 pairs done |
| 2026-04-09 05:01:06,586 [INFO] 50/90 pairs done |
| 2026-04-09 05:01:31,464 [INFO] 60/90 pairs done |
| 2026-04-09 05:01:55,689 [INFO] 70/90 pairs done |
| 2026-04-09 05:02:19,873 [INFO] 80/90 pairs done |
| 2026-04-09 05:02:44,465 [INFO] 90/90 pairs done |
| 2026-04-09 05:02:44,473 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:03:05,987 [INFO] 10/90 pairs done |
| 2026-04-09 05:03:17,449 [INFO] 20/90 pairs done |
| 2026-04-09 05:03:26,005 [INFO] 30/90 pairs done |
| 2026-04-09 05:03:34,826 [INFO] 40/90 pairs done |
| 2026-04-09 05:03:43,613 [INFO] 50/90 pairs done |
| 2026-04-09 05:03:52,824 [INFO] 60/90 pairs done |
| 2026-04-09 05:04:02,041 [INFO] 70/90 pairs done |
| 2026-04-09 05:04:10,835 [INFO] 80/90 pairs done |
| 2026-04-09 05:04:20,589 [INFO] 90/90 pairs done |
| 2026-04-09 05:04:20,597 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:04:30,202 [INFO] 10/90 pairs done |
| 2026-04-09 05:04:39,207 [INFO] 20/90 pairs done |
| 2026-04-09 05:04:48,854 [INFO] 30/90 pairs done |
| 2026-04-09 05:04:58,299 [INFO] 40/90 pairs done |
| 2026-04-09 05:05:07,874 [INFO] 50/90 pairs done |
| 2026-04-09 05:05:17,451 [INFO] 60/90 pairs done |
| 2026-04-09 05:05:27,206 [INFO] 70/90 pairs done |
| 2026-04-09 05:05:36,533 [INFO] 80/90 pairs done |
| 2026-04-09 05:05:46,096 [INFO] 90/90 pairs done |
| 2026-04-09 05:05:46,103 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:05:56,348 [INFO] 10/90 pairs done |
| 2026-04-09 05:06:06,422 [INFO] 20/90 pairs done |
| 2026-04-09 05:06:15,397 [INFO] 30/90 pairs done |
| 2026-04-09 05:06:24,029 [INFO] 40/90 pairs done |
| 2026-04-09 05:06:33,553 [INFO] 50/90 pairs done |
| 2026-04-09 05:06:42,661 [INFO] 60/90 pairs done |
| 2026-04-09 05:06:51,753 [INFO] 70/90 pairs done |
| 2026-04-09 05:07:01,302 [INFO] 80/90 pairs done |
| 2026-04-09 05:07:10,785 [INFO] 90/90 pairs done |
| 2026-04-09 05:07:10,787 [INFO] ATE_err=0.4311 PEHE=0.8320 F1=0.183 |
| 2026-04-09 05:07:10,787 [INFO] SNR = 10.0 dB |
| 2026-04-09 05:07:13,815 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:07:22,798 [INFO] 10/90 pairs done |
| 2026-04-09 05:07:31,566 [INFO] 20/90 pairs done |
| 2026-04-09 05:07:40,038 [INFO] 30/90 pairs done |
| 2026-04-09 05:07:48,691 [INFO] 40/90 pairs done |
| 2026-04-09 05:07:57,399 [INFO] 50/90 pairs done |
| 2026-04-09 05:08:06,808 [INFO] 60/90 pairs done |
| 2026-04-09 05:08:15,933 [INFO] 70/90 pairs done |
| 2026-04-09 05:08:24,880 [INFO] 80/90 pairs done |
| 2026-04-09 05:08:33,453 [INFO] 90/90 pairs done |
| 2026-04-09 05:08:33,460 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:08:43,499 [INFO] 10/90 pairs done |
| 2026-04-09 05:08:52,780 [INFO] 20/90 pairs done |
| 2026-04-09 05:09:02,279 [INFO] 30/90 pairs done |
| 2026-04-09 05:09:11,358 [INFO] 40/90 pairs done |
| 2026-04-09 05:09:20,288 [INFO] 50/90 pairs done |
| 2026-04-09 05:09:29,780 [INFO] 60/90 pairs done |
| 2026-04-09 05:09:39,377 [INFO] 70/90 pairs done |
| 2026-04-09 05:09:49,080 [INFO] 80/90 pairs done |
| 2026-04-09 05:09:58,976 [INFO] 90/90 pairs done |
| 2026-04-09 05:09:58,984 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:10:08,373 [INFO] 10/90 pairs done |
| 2026-04-09 05:10:17,813 [INFO] 20/90 pairs done |
| 2026-04-09 05:10:27,116 [INFO] 30/90 pairs done |
| 2026-04-09 05:10:36,103 [INFO] 40/90 pairs done |
| 2026-04-09 05:10:45,257 [INFO] 50/90 pairs done |
| 2026-04-09 05:10:54,255 [INFO] 60/90 pairs done |
| 2026-04-09 05:11:04,065 [INFO] 70/90 pairs done |
| 2026-04-09 05:11:13,466 [INFO] 80/90 pairs done |
| 2026-04-09 05:11:23,573 [INFO] 90/90 pairs done |
| 2026-04-09 05:11:23,581 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:11:33,451 [INFO] 10/90 pairs done |
| 2026-04-09 05:11:42,835 [INFO] 20/90 pairs done |
| 2026-04-09 05:11:52,129 [INFO] 30/90 pairs done |
| 2026-04-09 05:12:01,543 [INFO] 40/90 pairs done |
| 2026-04-09 05:12:10,945 [INFO] 50/90 pairs done |
| 2026-04-09 05:12:20,640 [INFO] 60/90 pairs done |
| 2026-04-09 05:12:30,278 [INFO] 70/90 pairs done |
| 2026-04-09 05:12:39,636 [INFO] 80/90 pairs done |
| 2026-04-09 05:12:49,393 [INFO] 90/90 pairs done |
| 2026-04-09 05:12:49,400 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:12:59,412 [INFO] 10/90 pairs done |
| 2026-04-09 05:13:09,545 [INFO] 20/90 pairs done |
| 2026-04-09 05:13:18,726 [INFO] 30/90 pairs done |
| 2026-04-09 05:13:28,196 [INFO] 40/90 pairs done |
| 2026-04-09 05:13:37,700 [INFO] 50/90 pairs done |
| 2026-04-09 05:13:46,671 [INFO] 60/90 pairs done |
| 2026-04-09 05:13:55,508 [INFO] 70/90 pairs done |
| 2026-04-09 05:14:04,535 [INFO] 80/90 pairs done |
| 2026-04-09 05:14:13,973 [INFO] 90/90 pairs done |
| 2026-04-09 05:14:13,974 [INFO] ATE_err=0.3574 PEHE=0.7927 F1=0.134 |
| 2026-04-09 05:14:13,975 [INFO] SNR = 5.0 dB |
| 2026-04-09 05:14:17,171 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:14:26,677 [INFO] 10/90 pairs done |
| 2026-04-09 05:14:35,761 [INFO] 20/90 pairs done |
| 2026-04-09 05:14:44,666 [INFO] 30/90 pairs done |
| 2026-04-09 05:14:53,587 [INFO] 40/90 pairs done |
| 2026-04-09 05:15:02,309 [INFO] 50/90 pairs done |
| 2026-04-09 05:15:11,302 [INFO] 60/90 pairs done |
| 2026-04-09 05:15:20,242 [INFO] 70/90 pairs done |
| 2026-04-09 05:15:29,563 [INFO] 80/90 pairs done |
| 2026-04-09 05:15:38,377 [INFO] 90/90 pairs done |
| 2026-04-09 05:15:38,385 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:15:48,825 [INFO] 10/90 pairs done |
| 2026-04-09 05:15:58,150 [INFO] 20/90 pairs done |
| 2026-04-09 05:16:07,194 [INFO] 30/90 pairs done |
| 2026-04-09 05:16:16,072 [INFO] 40/90 pairs done |
| 2026-04-09 05:16:25,017 [INFO] 50/90 pairs done |
| 2026-04-09 05:16:34,427 [INFO] 60/90 pairs done |
| 2026-04-09 05:16:43,607 [INFO] 70/90 pairs done |
| 2026-04-09 05:16:53,412 [INFO] 80/90 pairs done |
| 2026-04-09 05:17:03,756 [INFO] 90/90 pairs done |
| 2026-04-09 05:17:03,770 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:17:12,989 [INFO] 10/90 pairs done |
| 2026-04-09 05:17:22,520 [INFO] 20/90 pairs done |
| 2026-04-09 05:17:31,365 [INFO] 30/90 pairs done |
| 2026-04-09 05:17:40,734 [INFO] 40/90 pairs done |
| 2026-04-09 05:17:50,016 [INFO] 50/90 pairs done |
| 2026-04-09 05:17:58,741 [INFO] 60/90 pairs done |
| 2026-04-09 05:18:07,925 [INFO] 70/90 pairs done |
| 2026-04-09 05:18:17,182 [INFO] 80/90 pairs done |
| 2026-04-09 05:18:27,190 [INFO] 90/90 pairs done |
| 2026-04-09 05:18:27,270 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:18:36,557 [INFO] 10/90 pairs done |
| 2026-04-09 05:18:45,847 [INFO] 20/90 pairs done |
| 2026-04-09 05:18:55,326 [INFO] 30/90 pairs done |
| 2026-04-09 05:19:04,684 [INFO] 40/90 pairs done |
| 2026-04-09 05:19:14,421 [INFO] 50/90 pairs done |
| 2026-04-09 05:19:24,201 [INFO] 60/90 pairs done |
| 2026-04-09 05:19:33,541 [INFO] 70/90 pairs done |
| 2026-04-09 05:19:43,771 [INFO] 80/90 pairs done |
| 2026-04-09 05:19:53,747 [INFO] 90/90 pairs done |
| 2026-04-09 05:19:53,755 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:20:04,030 [INFO] 10/90 pairs done |
| 2026-04-09 05:20:13,962 [INFO] 20/90 pairs done |
| 2026-04-09 05:20:23,468 [INFO] 30/90 pairs done |
| 2026-04-09 05:20:32,936 [INFO] 40/90 pairs done |
| 2026-04-09 05:20:42,895 [INFO] 50/90 pairs done |
| 2026-04-09 05:20:51,987 [INFO] 60/90 pairs done |
| 2026-04-09 05:21:01,470 [INFO] 70/90 pairs done |
| 2026-04-09 05:21:10,521 [INFO] 80/90 pairs done |
| 2026-04-09 05:21:19,937 [INFO] 90/90 pairs done |
| 2026-04-09 05:21:19,938 [INFO] ATE_err=0.3278 PEHE=0.8425 F1=0.182 |
| 2026-04-09 05:21:19,938 [INFO] SNR = 0.0 dB |
| 2026-04-09 05:21:23,270 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:21:30,297 [INFO] 10/90 pairs done |
| 2026-04-09 05:21:39,476 [INFO] 20/90 pairs done |
| 2026-04-09 05:21:48,104 [INFO] 30/90 pairs done |
| 2026-04-09 05:21:56,632 [INFO] 40/90 pairs done |
| 2026-04-09 05:22:05,548 [INFO] 50/90 pairs done |
| 2026-04-09 05:22:14,357 [INFO] 60/90 pairs done |
| 2026-04-09 05:22:23,132 [INFO] 70/90 pairs done |
| 2026-04-09 05:22:31,955 [INFO] 80/90 pairs done |
| 2026-04-09 05:22:40,549 [INFO] 90/90 pairs done |
| 2026-04-09 05:22:40,556 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:22:50,690 [INFO] 10/90 pairs done |
| 2026-04-09 05:22:59,756 [INFO] 20/90 pairs done |
| 2026-04-09 05:23:08,716 [INFO] 30/90 pairs done |
| 2026-04-09 05:23:17,656 [INFO] 40/90 pairs done |
| 2026-04-09 05:23:26,580 [INFO] 50/90 pairs done |
| 2026-04-09 05:23:35,784 [INFO] 60/90 pairs done |
| 2026-04-09 05:23:45,052 [INFO] 70/90 pairs done |
| 2026-04-09 05:23:54,847 [INFO] 80/90 pairs done |
| 2026-04-09 05:24:04,869 [INFO] 90/90 pairs done |
| 2026-04-09 05:24:04,877 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:24:14,327 [INFO] 10/90 pairs done |
| 2026-04-09 05:24:23,328 [INFO] 20/90 pairs done |
| 2026-04-09 05:24:32,528 [INFO] 30/90 pairs done |
| 2026-04-09 05:24:41,878 [INFO] 40/90 pairs done |
| 2026-04-09 05:24:51,175 [INFO] 50/90 pairs done |
| 2026-04-09 05:25:00,232 [INFO] 60/90 pairs done |
| 2026-04-09 05:25:10,717 [INFO] 70/90 pairs done |
| 2026-04-09 05:25:20,970 [INFO] 80/90 pairs done |
| 2026-04-09 05:25:31,219 [INFO] 90/90 pairs done |
| 2026-04-09 05:25:31,268 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:25:41,782 [INFO] 10/90 pairs done |
| 2026-04-09 05:25:51,491 [INFO] 20/90 pairs done |
| 2026-04-09 05:26:01,512 [INFO] 30/90 pairs done |
| 2026-04-09 05:26:11,381 [INFO] 40/90 pairs done |
| 2026-04-09 05:26:20,414 [INFO] 50/90 pairs done |
| 2026-04-09 05:26:29,797 [INFO] 60/90 pairs done |
| 2026-04-09 05:26:38,875 [INFO] 70/90 pairs done |
| 2026-04-09 05:26:48,457 [INFO] 80/90 pairs done |
| 2026-04-09 05:26:58,764 [INFO] 90/90 pairs done |
| 2026-04-09 05:26:58,772 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:27:09,076 [INFO] 10/90 pairs done |
| 2026-04-09 05:27:18,534 [INFO] 20/90 pairs done |
| 2026-04-09 05:27:28,065 [INFO] 30/90 pairs done |
| 2026-04-09 05:27:37,583 [INFO] 40/90 pairs done |
| 2026-04-09 05:27:46,784 [INFO] 50/90 pairs done |
| 2026-04-09 05:27:55,773 [INFO] 60/90 pairs done |
| 2026-04-09 05:28:04,863 [INFO] 70/90 pairs done |
| 2026-04-09 05:28:14,204 [INFO] 80/90 pairs done |
| 2026-04-09 05:28:23,365 [INFO] 90/90 pairs done |
| 2026-04-09 05:28:23,366 [INFO] ATE_err=0.3989 PEHE=1.0478 F1=0.109 |
| 2026-04-09 05:28:23,367 [INFO] |
| ============================================================ |
| 2026-04-09 05:28:23,367 [INFO] Running test: nonstationarity |
| 2026-04-09 05:28:23,367 [INFO] ============================================================ |
| 2026-04-09 05:28:23,367 [INFO] Regime switch at 0% of series |
| 2026-04-09 05:28:23,373 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:28:32,717 [INFO] 10/90 pairs done |
| 2026-04-09 05:28:41,873 [INFO] 20/90 pairs done |
| 2026-04-09 05:28:51,091 [INFO] 30/90 pairs done |
| 2026-04-09 05:29:00,406 [INFO] 40/90 pairs done |
| 2026-04-09 05:29:09,993 [INFO] 50/90 pairs done |
| 2026-04-09 05:29:19,411 [INFO] 60/90 pairs done |
| 2026-04-09 05:29:28,704 [INFO] 70/90 pairs done |
| 2026-04-09 05:29:38,110 [INFO] 80/90 pairs done |
| 2026-04-09 05:29:47,561 [INFO] 90/90 pairs done |
| 2026-04-09 05:29:47,568 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:29:56,764 [INFO] 10/90 pairs done |
| 2026-04-09 05:30:06,491 [INFO] 20/90 pairs done |
| 2026-04-09 05:30:15,936 [INFO] 30/90 pairs done |
| 2026-04-09 05:30:25,565 [INFO] 40/90 pairs done |
| 2026-04-09 05:30:34,690 [INFO] 50/90 pairs done |
| 2026-04-09 05:30:44,060 [INFO] 60/90 pairs done |
| 2026-04-09 05:30:53,776 [INFO] 70/90 pairs done |
| 2026-04-09 05:31:03,201 [INFO] 80/90 pairs done |
| 2026-04-09 05:31:12,286 [INFO] 90/90 pairs done |
| 2026-04-09 05:31:12,293 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:31:21,529 [INFO] 10/90 pairs done |
| 2026-04-09 05:31:30,275 [INFO] 20/90 pairs done |
| 2026-04-09 05:31:39,031 [INFO] 30/90 pairs done |
| 2026-04-09 05:31:47,834 [INFO] 40/90 pairs done |
| 2026-04-09 05:31:56,660 [INFO] 50/90 pairs done |
| 2026-04-09 05:32:05,657 [INFO] 60/90 pairs done |
| 2026-04-09 05:32:15,191 [INFO] 70/90 pairs done |
| 2026-04-09 05:32:24,437 [INFO] 80/90 pairs done |
| 2026-04-09 05:32:33,806 [INFO] 90/90 pairs done |
| 2026-04-09 05:32:33,814 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:32:42,827 [INFO] 10/90 pairs done |
| 2026-04-09 05:32:51,995 [INFO] 20/90 pairs done |
| 2026-04-09 05:33:01,308 [INFO] 30/90 pairs done |
| 2026-04-09 05:33:10,213 [INFO] 40/90 pairs done |
| 2026-04-09 05:33:19,112 [INFO] 50/90 pairs done |
| 2026-04-09 05:33:27,643 [INFO] 60/90 pairs done |
| 2026-04-09 05:33:36,335 [INFO] 70/90 pairs done |
| 2026-04-09 05:33:45,059 [INFO] 80/90 pairs done |
| 2026-04-09 05:33:53,951 [INFO] 90/90 pairs done |
| 2026-04-09 05:33:53,959 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:34:02,530 [INFO] 10/90 pairs done |
| 2026-04-09 05:34:11,048 [INFO] 20/90 pairs done |
| 2026-04-09 05:34:19,916 [INFO] 30/90 pairs done |
| 2026-04-09 05:34:28,633 [INFO] 40/90 pairs done |
| 2026-04-09 05:34:37,311 [INFO] 50/90 pairs done |
| 2026-04-09 05:34:45,828 [INFO] 60/90 pairs done |
| 2026-04-09 05:34:54,240 [INFO] 70/90 pairs done |
| 2026-04-09 05:35:02,936 [INFO] 80/90 pairs done |
| 2026-04-09 05:35:11,650 [INFO] 90/90 pairs done |
| 2026-04-09 05:35:11,651 [INFO] F1=0.163 AUROC=0.586 |
| 2026-04-09 05:35:11,651 [INFO] Regime switch at 25% of series |
| 2026-04-09 05:35:11,663 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:35:21,228 [INFO] 10/90 pairs done |
| 2026-04-09 05:35:31,484 [INFO] 20/90 pairs done |
| 2026-04-09 05:35:41,631 [INFO] 30/90 pairs done |
| 2026-04-09 05:35:51,683 [INFO] 40/90 pairs done |
| 2026-04-09 05:36:01,766 [INFO] 50/90 pairs done |
| 2026-04-09 05:36:11,428 [INFO] 60/90 pairs done |
| 2026-04-09 05:36:20,888 [INFO] 70/90 pairs done |
| 2026-04-09 05:36:29,974 [INFO] 80/90 pairs done |
| 2026-04-09 05:36:39,678 [INFO] 90/90 pairs done |
| 2026-04-09 05:36:39,691 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:36:49,501 [INFO] 10/90 pairs done |
| 2026-04-09 05:36:59,486 [INFO] 20/90 pairs done |
| 2026-04-09 05:37:09,452 [INFO] 30/90 pairs done |
| 2026-04-09 05:37:19,476 [INFO] 40/90 pairs done |
| 2026-04-09 05:37:29,510 [INFO] 50/90 pairs done |
| 2026-04-09 05:37:39,574 [INFO] 60/90 pairs done |
| 2026-04-09 05:37:49,696 [INFO] 70/90 pairs done |
| 2026-04-09 05:38:00,235 [INFO] 80/90 pairs done |
| 2026-04-09 05:38:10,026 [INFO] 90/90 pairs done |
| 2026-04-09 05:38:10,040 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:38:18,613 [INFO] 10/90 pairs done |
| 2026-04-09 05:38:25,234 [INFO] 20/90 pairs done |
| 2026-04-09 05:38:33,883 [INFO] 30/90 pairs done |
| 2026-04-09 05:38:42,555 [INFO] 40/90 pairs done |
| 2026-04-09 05:38:51,376 [INFO] 50/90 pairs done |
| 2026-04-09 05:39:00,411 [INFO] 60/90 pairs done |
| 2026-04-09 05:39:09,832 [INFO] 70/90 pairs done |
| 2026-04-09 05:39:18,670 [INFO] 80/90 pairs done |
| 2026-04-09 05:39:27,826 [INFO] 90/90 pairs done |
| 2026-04-09 05:39:27,839 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:39:37,181 [INFO] 10/90 pairs done |
| 2026-04-09 05:39:46,917 [INFO] 20/90 pairs done |
| 2026-04-09 05:39:56,102 [INFO] 30/90 pairs done |
| 2026-04-09 05:40:05,613 [INFO] 40/90 pairs done |
| 2026-04-09 05:40:15,098 [INFO] 50/90 pairs done |
| 2026-04-09 05:40:24,428 [INFO] 60/90 pairs done |
| 2026-04-09 05:40:33,474 [INFO] 70/90 pairs done |
| 2026-04-09 05:40:42,365 [INFO] 80/90 pairs done |
| 2026-04-09 05:40:51,202 [INFO] 90/90 pairs done |
| 2026-04-09 05:40:51,215 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:41:00,112 [INFO] 10/90 pairs done |
| 2026-04-09 05:41:09,424 [INFO] 20/90 pairs done |
| 2026-04-09 05:41:18,993 [INFO] 30/90 pairs done |
| 2026-04-09 05:41:28,625 [INFO] 40/90 pairs done |
| 2026-04-09 05:41:37,782 [INFO] 50/90 pairs done |
| 2026-04-09 05:41:47,042 [INFO] 60/90 pairs done |
| 2026-04-09 05:41:56,309 [INFO] 70/90 pairs done |
| 2026-04-09 05:42:05,968 [INFO] 80/90 pairs done |
| 2026-04-09 05:42:15,171 [INFO] 90/90 pairs done |
| 2026-04-09 05:42:15,172 [INFO] F1=0.199 AUROC=0.554 |
| 2026-04-09 05:42:15,172 [INFO] Regime switch at 50% of series |
| 2026-04-09 05:42:15,184 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:42:25,907 [INFO] 10/90 pairs done |
| 2026-04-09 05:42:35,587 [INFO] 20/90 pairs done |
| 2026-04-09 05:42:44,828 [INFO] 30/90 pairs done |
| 2026-04-09 05:42:54,646 [INFO] 40/90 pairs done |
| 2026-04-09 05:43:03,871 [INFO] 50/90 pairs done |
| 2026-04-09 05:43:13,065 [INFO] 60/90 pairs done |
| 2026-04-09 05:43:21,992 [INFO] 70/90 pairs done |
| 2026-04-09 05:43:31,699 [INFO] 80/90 pairs done |
| 2026-04-09 05:43:41,501 [INFO] 90/90 pairs done |
| 2026-04-09 05:43:41,569 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:43:51,324 [INFO] 10/90 pairs done |
| 2026-04-09 05:44:00,990 [INFO] 20/90 pairs done |
| 2026-04-09 05:44:10,557 [INFO] 30/90 pairs done |
| 2026-04-09 05:44:19,908 [INFO] 40/90 pairs done |
| 2026-04-09 05:44:29,524 [INFO] 50/90 pairs done |
| 2026-04-09 05:44:38,398 [INFO] 60/90 pairs done |
| 2026-04-09 05:44:47,585 [INFO] 70/90 pairs done |
| 2026-04-09 05:44:57,260 [INFO] 80/90 pairs done |
| 2026-04-09 05:45:06,451 [INFO] 90/90 pairs done |
| 2026-04-09 05:45:06,465 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:45:15,225 [INFO] 10/90 pairs done |
| 2026-04-09 05:45:24,470 [INFO] 20/90 pairs done |
| 2026-04-09 05:45:33,021 [INFO] 30/90 pairs done |
| 2026-04-09 05:45:42,115 [INFO] 40/90 pairs done |
| 2026-04-09 05:45:51,097 [INFO] 50/90 pairs done |
| 2026-04-09 05:46:00,458 [INFO] 60/90 pairs done |
| 2026-04-09 05:46:10,053 [INFO] 70/90 pairs done |
| 2026-04-09 05:46:18,844 [INFO] 80/90 pairs done |
| 2026-04-09 05:46:28,180 [INFO] 90/90 pairs done |
| 2026-04-09 05:46:28,194 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:46:37,504 [INFO] 10/90 pairs done |
| 2026-04-09 05:46:46,583 [INFO] 20/90 pairs done |
| 2026-04-09 05:46:55,725 [INFO] 30/90 pairs done |
| 2026-04-09 05:47:04,742 [INFO] 40/90 pairs done |
| 2026-04-09 05:47:13,811 [INFO] 50/90 pairs done |
| 2026-04-09 05:47:22,786 [INFO] 60/90 pairs done |
| 2026-04-09 05:47:31,770 [INFO] 70/90 pairs done |
| 2026-04-09 05:47:40,981 [INFO] 80/90 pairs done |
| 2026-04-09 05:47:49,940 [INFO] 90/90 pairs done |
| 2026-04-09 05:47:49,953 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:47:59,777 [INFO] 10/90 pairs done |
| 2026-04-09 05:48:09,832 [INFO] 20/90 pairs done |
| 2026-04-09 05:48:19,028 [INFO] 30/90 pairs done |
| 2026-04-09 05:48:27,742 [INFO] 40/90 pairs done |
| 2026-04-09 05:48:36,766 [INFO] 50/90 pairs done |
| 2026-04-09 05:48:45,888 [INFO] 60/90 pairs done |
| 2026-04-09 05:48:55,799 [INFO] 70/90 pairs done |
| 2026-04-09 05:49:05,915 [INFO] 80/90 pairs done |
| 2026-04-09 05:49:15,885 [INFO] 90/90 pairs done |
| 2026-04-09 05:49:15,887 [INFO] F1=0.237 AUROC=0.544 |
| 2026-04-09 05:49:15,887 [INFO] Regime switch at 75% of series |
| 2026-04-09 05:49:15,899 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:49:26,113 [INFO] 10/90 pairs done |
| 2026-04-09 05:49:35,899 [INFO] 20/90 pairs done |
| 2026-04-09 05:49:45,785 [INFO] 30/90 pairs done |
| 2026-04-09 05:49:55,674 [INFO] 40/90 pairs done |
| 2026-04-09 05:50:06,009 [INFO] 50/90 pairs done |
| 2026-04-09 05:50:16,158 [INFO] 60/90 pairs done |
| 2026-04-09 05:50:25,824 [INFO] 70/90 pairs done |
| 2026-04-09 05:50:35,683 [INFO] 80/90 pairs done |
| 2026-04-09 05:50:45,526 [INFO] 90/90 pairs done |
| 2026-04-09 05:50:45,540 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:50:55,967 [INFO] 10/90 pairs done |
| 2026-04-09 05:51:05,813 [INFO] 20/90 pairs done |
| 2026-04-09 05:51:14,966 [INFO] 30/90 pairs done |
| 2026-04-09 05:51:24,198 [INFO] 40/90 pairs done |
| 2026-04-09 05:51:33,563 [INFO] 50/90 pairs done |
| 2026-04-09 05:51:43,065 [INFO] 60/90 pairs done |
| 2026-04-09 05:51:52,765 [INFO] 70/90 pairs done |
| 2026-04-09 05:52:02,490 [INFO] 80/90 pairs done |
| 2026-04-09 05:52:12,664 [INFO] 90/90 pairs done |
| 2026-04-09 05:52:12,678 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:52:21,444 [INFO] 10/90 pairs done |
| 2026-04-09 05:52:30,945 [INFO] 20/90 pairs done |
| 2026-04-09 05:52:40,187 [INFO] 30/90 pairs done |
| 2026-04-09 05:52:49,475 [INFO] 40/90 pairs done |
| 2026-04-09 05:52:58,693 [INFO] 50/90 pairs done |
| 2026-04-09 05:53:08,007 [INFO] 60/90 pairs done |
| 2026-04-09 05:53:17,477 [INFO] 70/90 pairs done |
| 2026-04-09 05:53:26,694 [INFO] 80/90 pairs done |
| 2026-04-09 05:53:36,125 [INFO] 90/90 pairs done |
| 2026-04-09 05:53:36,138 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:53:45,109 [INFO] 10/90 pairs done |
| 2026-04-09 05:53:53,855 [INFO] 20/90 pairs done |
| 2026-04-09 05:54:02,743 [INFO] 30/90 pairs done |
| 2026-04-09 05:54:11,829 [INFO] 40/90 pairs done |
| 2026-04-09 05:54:21,142 [INFO] 50/90 pairs done |
| 2026-04-09 05:54:30,236 [INFO] 60/90 pairs done |
| 2026-04-09 05:54:39,537 [INFO] 70/90 pairs done |
| 2026-04-09 05:54:49,075 [INFO] 80/90 pairs done |
| 2026-04-09 05:54:58,178 [INFO] 90/90 pairs done |
| 2026-04-09 05:54:58,192 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:55:08,632 [INFO] 10/90 pairs done |
| 2026-04-09 05:55:18,131 [INFO] 20/90 pairs done |
| 2026-04-09 05:55:27,477 [INFO] 30/90 pairs done |
| 2026-04-09 05:55:36,457 [INFO] 40/90 pairs done |
| 2026-04-09 05:55:45,313 [INFO] 50/90 pairs done |
| 2026-04-09 05:55:54,691 [INFO] 60/90 pairs done |
| 2026-04-09 05:56:04,414 [INFO] 70/90 pairs done |
| 2026-04-09 05:56:13,779 [INFO] 80/90 pairs done |
| 2026-04-09 05:56:22,659 [INFO] 90/90 pairs done |
| 2026-04-09 05:56:22,660 [INFO] F1=0.196 AUROC=0.584 |
| 2026-04-09 05:56:22,660 [INFO] |
| ============================================================ |
| 2026-04-09 05:56:22,661 [INFO] Running test: variable_scaling |
| 2026-04-09 05:56:22,661 [INFO] ============================================================ |
| 2026-04-09 05:56:22,661 [INFO] Variables = 10 |
| 2026-04-09 05:56:22,667 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:56:32,487 [INFO] 10/90 pairs done |
| 2026-04-09 05:56:42,048 [INFO] 20/90 pairs done |
| 2026-04-09 05:56:51,791 [INFO] 30/90 pairs done |
| 2026-04-09 05:57:01,991 [INFO] 40/90 pairs done |
| 2026-04-09 05:57:11,770 [INFO] 50/90 pairs done |
| 2026-04-09 05:57:21,333 [INFO] 60/90 pairs done |
| 2026-04-09 05:57:30,601 [INFO] 70/90 pairs done |
| 2026-04-09 05:57:39,922 [INFO] 80/90 pairs done |
| 2026-04-09 05:57:49,447 [INFO] 90/90 pairs done |
| 2026-04-09 05:57:49,449 [INFO] Rep 1: F1=0.302 time=86.78s mem_delta=0MB |
| 2026-04-09 05:57:49,522 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:57:59,431 [INFO] 10/90 pairs done |
| 2026-04-09 05:58:09,487 [INFO] 20/90 pairs done |
| 2026-04-09 05:58:19,665 [INFO] 30/90 pairs done |
| 2026-04-09 05:58:29,020 [INFO] 40/90 pairs done |
| 2026-04-09 05:58:38,323 [INFO] 50/90 pairs done |
| 2026-04-09 05:58:47,558 [INFO] 60/90 pairs done |
| 2026-04-09 05:58:56,875 [INFO] 70/90 pairs done |
| 2026-04-09 05:59:06,165 [INFO] 80/90 pairs done |
| 2026-04-09 05:59:15,307 [INFO] 90/90 pairs done |
| 2026-04-09 05:59:15,309 [INFO] Rep 2: F1=0.231 time=85.79s mem_delta=0MB |
| 2026-04-09 05:59:15,383 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 05:59:24,748 [INFO] 10/90 pairs done |
| 2026-04-09 05:59:33,890 [INFO] 20/90 pairs done |
| 2026-04-09 05:59:42,895 [INFO] 30/90 pairs done |
| 2026-04-09 05:59:51,807 [INFO] 40/90 pairs done |
| 2026-04-09 06:00:00,908 [INFO] 50/90 pairs done |
| 2026-04-09 06:00:09,934 [INFO] 60/90 pairs done |
| 2026-04-09 06:00:19,206 [INFO] 70/90 pairs done |
| 2026-04-09 06:00:28,274 [INFO] 80/90 pairs done |
| 2026-04-09 06:00:37,210 [INFO] 90/90 pairs done |
| 2026-04-09 06:00:37,212 [INFO] Rep 3: F1=0.370 time=81.83s mem_delta=0MB |
| 2026-04-09 06:00:37,286 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 06:00:46,466 [INFO] 10/90 pairs done |
| 2026-04-09 06:00:55,378 [INFO] 20/90 pairs done |
| 2026-04-09 06:01:04,154 [INFO] 30/90 pairs done |
| 2026-04-09 06:01:12,869 [INFO] 40/90 pairs done |
| 2026-04-09 06:01:21,776 [INFO] 50/90 pairs done |
| 2026-04-09 06:01:30,191 [INFO] 60/90 pairs done |
| 2026-04-09 06:01:38,832 [INFO] 70/90 pairs done |
| 2026-04-09 06:01:47,661 [INFO] 80/90 pairs done |
| 2026-04-09 06:01:56,598 [INFO] 90/90 pairs done |
| 2026-04-09 06:01:56,599 [INFO] Rep 4: F1=0.222 time=79.31s mem_delta=0MB |
| 2026-04-09 06:01:56,672 [INFO] [TemporalDiscovery] Estimating 90 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 06:02:05,363 [INFO] 10/90 pairs done |
| 2026-04-09 06:02:13,989 [INFO] 20/90 pairs done |
| 2026-04-09 06:02:23,206 [INFO] 30/90 pairs done |
| 2026-04-09 06:02:31,826 [INFO] 40/90 pairs done |
| 2026-04-09 06:02:40,690 [INFO] 50/90 pairs done |
| 2026-04-09 06:02:49,247 [INFO] 60/90 pairs done |
| 2026-04-09 06:02:57,588 [INFO] 70/90 pairs done |
| 2026-04-09 06:03:06,224 [INFO] 80/90 pairs done |
| 2026-04-09 06:03:14,988 [INFO] 90/90 pairs done |
| 2026-04-09 06:03:14,990 [INFO] Rep 5: F1=0.292 time=78.32s mem_delta=0MB |
| 2026-04-09 06:03:15,057 [INFO] Variables = 20 |
| 2026-04-09 06:03:15,065 [INFO] [TemporalDiscovery] Estimating 380 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 06:03:27,268 [INFO] 10/380 pairs done |
| 2026-04-09 06:03:38,865 [INFO] 20/380 pairs done |
| 2026-04-09 06:03:49,817 [INFO] 30/380 pairs done |
| 2026-04-09 06:04:00,342 [INFO] 40/380 pairs done |
| 2026-04-09 06:04:11,894 [INFO] 50/380 pairs done |
| 2026-04-09 06:04:23,134 [INFO] 60/380 pairs done |
| 2026-04-09 06:04:34,300 [INFO] 70/380 pairs done |
| 2026-04-09 06:04:45,383 [INFO] 80/380 pairs done |
| 2026-04-09 06:04:56,377 [INFO] 90/380 pairs done |
| 2026-04-09 06:05:07,255 [INFO] 100/380 pairs done |
| 2026-04-09 06:05:17,976 [INFO] 110/380 pairs done |
| 2026-04-09 06:05:27,958 [INFO] 120/380 pairs done |
| 2026-04-09 06:05:37,035 [INFO] 130/380 pairs done |
| 2026-04-09 06:05:46,576 [INFO] 140/380 pairs done |
| 2026-04-09 06:05:55,532 [INFO] 150/380 pairs done |
| 2026-04-09 06:06:06,207 [INFO] 160/380 pairs done |
| 2026-04-09 06:06:17,231 [INFO] 170/380 pairs done |
| 2026-04-09 06:06:26,310 [INFO] 180/380 pairs done |
| 2026-04-09 06:06:35,049 [INFO] 190/380 pairs done |
| 2026-04-09 06:06:46,273 [INFO] 200/380 pairs done |
| 2026-04-09 06:06:57,461 [INFO] 210/380 pairs done |
| 2026-04-09 06:07:07,576 [INFO] 220/380 pairs done |
| 2026-04-09 06:07:17,746 [INFO] 230/380 pairs done |
| 2026-04-09 06:07:27,818 [INFO] 240/380 pairs done |
| 2026-04-09 06:07:37,972 [INFO] 250/380 pairs done |
| 2026-04-09 06:07:47,938 [INFO] 260/380 pairs done |
| 2026-04-09 06:07:58,287 [INFO] 270/380 pairs done |
| 2026-04-09 06:08:09,545 [INFO] 280/380 pairs done |
| 2026-04-09 06:08:19,920 [INFO] 290/380 pairs done |
| 2026-04-09 06:08:28,899 [INFO] 300/380 pairs done |
| 2026-04-09 06:08:38,965 [INFO] 310/380 pairs done |
| 2026-04-09 06:08:49,439 [INFO] 320/380 pairs done |
| 2026-04-09 06:09:00,723 [INFO] 330/380 pairs done |
| 2026-04-09 06:09:11,856 [INFO] 340/380 pairs done |
| 2026-04-09 06:09:23,265 [INFO] 350/380 pairs done |
| 2026-04-09 06:09:35,032 [INFO] 360/380 pairs done |
| 2026-04-09 06:09:45,903 [INFO] 370/380 pairs done |
| 2026-04-09 06:09:56,520 [INFO] 380/380 pairs done |
| 2026-04-09 06:09:56,522 [INFO] Rep 1: F1=0.058 time=401.46s mem_delta=0MB |
| 2026-04-09 06:09:56,595 [INFO] [TemporalDiscovery] Estimating 380 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 06:10:07,228 [INFO] 10/380 pairs done |
| 2026-04-09 06:10:17,491 [INFO] 20/380 pairs done |
| 2026-04-09 06:10:28,043 [INFO] 30/380 pairs done |
| 2026-04-09 06:10:38,138 [INFO] 40/380 pairs done |
| 2026-04-09 06:10:47,662 [INFO] 50/380 pairs done |
| 2026-04-09 06:10:57,195 [INFO] 60/380 pairs done |
| 2026-04-09 06:11:07,868 [INFO] 70/380 pairs done |
| 2026-04-09 06:11:17,842 [INFO] 80/380 pairs done |
| 2026-04-09 06:11:27,648 [INFO] 90/380 pairs done |
| 2026-04-09 06:11:37,056 [INFO] 100/380 pairs done |
| 2026-04-09 06:11:46,637 [INFO] 110/380 pairs done |
| 2026-04-09 06:11:55,843 [INFO] 120/380 pairs done |
| 2026-04-09 06:12:05,352 [INFO] 130/380 pairs done |
| 2026-04-09 06:12:15,272 [INFO] 140/380 pairs done |
| 2026-04-09 06:12:25,267 [INFO] 150/380 pairs done |
| 2026-04-09 06:12:35,280 [INFO] 160/380 pairs done |
| 2026-04-09 06:12:45,170 [INFO] 170/380 pairs done |
| 2026-04-09 06:12:55,252 [INFO] 180/380 pairs done |
| 2026-04-09 06:13:05,539 [INFO] 190/380 pairs done |
| 2026-04-09 06:13:15,956 [INFO] 200/380 pairs done |
| 2026-04-09 06:13:26,154 [INFO] 210/380 pairs done |
| 2026-04-09 06:13:35,624 [INFO] 220/380 pairs done |
| 2026-04-09 06:13:45,032 [INFO] 230/380 pairs done |
| 2026-04-09 06:13:54,727 [INFO] 240/380 pairs done |
| 2026-04-09 06:14:04,104 [INFO] 250/380 pairs done |
| 2026-04-09 06:14:13,699 [INFO] 260/380 pairs done |
| 2026-04-09 06:14:23,322 [INFO] 270/380 pairs done |
| 2026-04-09 06:14:34,004 [INFO] 280/380 pairs done |
| 2026-04-09 06:14:43,764 [INFO] 290/380 pairs done |
| 2026-04-09 06:14:53,343 [INFO] 300/380 pairs done |
| 2026-04-09 06:15:02,137 [INFO] 310/380 pairs done |
| 2026-04-09 06:15:10,672 [INFO] 320/380 pairs done |
| 2026-04-09 06:15:20,285 [INFO] 330/380 pairs done |
| 2026-04-09 06:15:30,878 [INFO] 340/380 pairs done |
| 2026-04-09 06:15:41,205 [INFO] 350/380 pairs done |
| 2026-04-09 06:15:52,074 [INFO] 360/380 pairs done |
| 2026-04-09 06:16:01,807 [INFO] 370/380 pairs done |
| 2026-04-09 06:16:11,882 [INFO] 380/380 pairs done |
| 2026-04-09 06:16:11,884 [INFO] Rep 2: F1=0.109 time=375.29s mem_delta=0MB |
| 2026-04-09 06:16:11,957 [INFO] [TemporalDiscovery] Estimating 380 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 06:16:23,243 [INFO] 10/380 pairs done |
| 2026-04-09 06:16:34,215 [INFO] 20/380 pairs done |
| 2026-04-09 06:16:44,844 [INFO] 30/380 pairs done |
| 2026-04-09 06:16:55,041 [INFO] 40/380 pairs done |
| 2026-04-09 06:17:05,394 [INFO] 50/380 pairs done |
| 2026-04-09 06:17:15,624 [INFO] 60/380 pairs done |
| 2026-04-09 06:17:26,101 [INFO] 70/380 pairs done |
| 2026-04-09 06:17:36,548 [INFO] 80/380 pairs done |
| 2026-04-09 06:17:46,987 [INFO] 90/380 pairs done |
| 2026-04-09 06:17:57,712 [INFO] 100/380 pairs done |
| 2026-04-09 06:18:08,775 [INFO] 110/380 pairs done |
| 2026-04-09 06:18:19,736 [INFO] 120/380 pairs done |
| 2026-04-09 06:18:30,734 [INFO] 130/380 pairs done |
| 2026-04-09 06:18:41,024 [INFO] 140/380 pairs done |
| 2026-04-09 06:18:50,738 [INFO] 150/380 pairs done |
| 2026-04-09 06:19:00,455 [INFO] 160/380 pairs done |
| 2026-04-09 06:19:10,196 [INFO] 170/380 pairs done |
| 2026-04-09 06:19:20,505 [INFO] 180/380 pairs done |
| 2026-04-09 06:19:30,983 [INFO] 190/380 pairs done |
| 2026-04-09 06:19:41,306 [INFO] 200/380 pairs done |
| 2026-04-09 06:19:51,569 [INFO] 210/380 pairs done |
| 2026-04-09 06:20:00,968 [INFO] 220/380 pairs done |
| 2026-04-09 06:20:10,213 [INFO] 230/380 pairs done |
| 2026-04-09 06:20:19,455 [INFO] 240/380 pairs done |
| 2026-04-09 06:20:29,219 [INFO] 250/380 pairs done |
| 2026-04-09 06:20:39,900 [INFO] 260/380 pairs done |
| 2026-04-09 06:20:50,451 [INFO] 270/380 pairs done |
| 2026-04-09 06:21:01,031 [INFO] 280/380 pairs done |
| 2026-04-09 06:21:11,850 [INFO] 290/380 pairs done |
| 2026-04-09 06:21:22,904 [INFO] 300/380 pairs done |
| 2026-04-09 06:21:33,512 [INFO] 310/380 pairs done |
| 2026-04-09 06:21:44,350 [INFO] 320/380 pairs done |
| 2026-04-09 06:21:54,344 [INFO] 330/380 pairs done |
| 2026-04-09 06:22:04,078 [INFO] 340/380 pairs done |
| 2026-04-09 06:22:13,640 [INFO] 350/380 pairs done |
| 2026-04-09 06:22:23,311 [INFO] 360/380 pairs done |
| 2026-04-09 06:22:33,288 [INFO] 370/380 pairs done |
| 2026-04-09 06:22:43,665 [INFO] 380/380 pairs done |
| 2026-04-09 06:22:43,667 [INFO] Rep 3: F1=0.157 time=391.71s mem_delta=0MB |
| 2026-04-09 06:22:43,741 [INFO] [TemporalDiscovery] Estimating 380 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 06:22:50,885 [INFO] 10/380 pairs done |
| 2026-04-09 06:22:58,000 [INFO] 20/380 pairs done |
| 2026-04-09 06:23:07,406 [INFO] 30/380 pairs done |
| 2026-04-09 06:23:16,736 [INFO] 40/380 pairs done |
| 2026-04-09 06:23:26,181 [INFO] 50/380 pairs done |
| 2026-04-09 06:23:35,778 [INFO] 60/380 pairs done |
| 2026-04-09 06:23:45,262 [INFO] 70/380 pairs done |
| 2026-04-09 06:23:53,966 [INFO] 80/380 pairs done |
| 2026-04-09 06:24:01,154 [INFO] 90/380 pairs done |
| 2026-04-09 06:24:10,276 [INFO] 100/380 pairs done |
| 2026-04-09 06:24:20,496 [INFO] 110/380 pairs done |
| 2026-04-09 06:24:30,187 [INFO] 120/380 pairs done |
| 2026-04-09 06:24:39,466 [INFO] 130/380 pairs done |
| 2026-04-09 06:24:49,586 [INFO] 140/380 pairs done |
| 2026-04-09 06:24:59,999 [INFO] 150/380 pairs done |
| 2026-04-09 06:25:09,703 [INFO] 160/380 pairs done |
| 2026-04-09 06:25:19,494 [INFO] 170/380 pairs done |
| 2026-04-09 06:25:29,875 [INFO] 180/380 pairs done |
| 2026-04-09 06:25:40,870 [INFO] 190/380 pairs done |
| 2026-04-09 06:25:50,573 [INFO] 200/380 pairs done |
| 2026-04-09 06:26:00,241 [INFO] 210/380 pairs done |
| 2026-04-09 06:26:10,857 [INFO] 220/380 pairs done |
| 2026-04-09 06:26:20,775 [INFO] 230/380 pairs done |
| 2026-04-09 06:26:30,074 [INFO] 240/380 pairs done |
| 2026-04-09 06:26:39,504 [INFO] 250/380 pairs done |
| 2026-04-09 06:26:49,623 [INFO] 260/380 pairs done |
| 2026-04-09 06:26:59,830 [INFO] 270/380 pairs done |
| 2026-04-09 06:27:09,886 [INFO] 280/380 pairs done |
| 2026-04-09 06:27:20,259 [INFO] 290/380 pairs done |
| 2026-04-09 06:27:30,483 [INFO] 300/380 pairs done |
| 2026-04-09 06:27:40,452 [INFO] 310/380 pairs done |
| 2026-04-09 06:27:50,155 [INFO] 320/380 pairs done |
| 2026-04-09 06:28:00,471 [INFO] 330/380 pairs done |
| 2026-04-09 06:28:10,154 [INFO] 340/380 pairs done |
| 2026-04-09 06:28:20,825 [INFO] 350/380 pairs done |
| 2026-04-09 06:28:31,668 [INFO] 360/380 pairs done |
| 2026-04-09 06:28:41,731 [INFO] 370/380 pairs done |
| 2026-04-09 06:28:51,150 [INFO] 380/380 pairs done |
| 2026-04-09 06:28:51,152 [INFO] Rep 4: F1=0.139 time=367.41s mem_delta=0MB |
| 2026-04-09 06:28:51,226 [INFO] [TemporalDiscovery] Estimating 380 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 06:29:00,030 [INFO] 10/380 pairs done |
| 2026-04-09 06:29:08,720 [INFO] 20/380 pairs done |
| 2026-04-09 06:29:18,321 [INFO] 30/380 pairs done |
| 2026-04-09 06:29:28,371 [INFO] 40/380 pairs done |
| 2026-04-09 06:29:38,533 [INFO] 50/380 pairs done |
| 2026-04-09 06:29:48,349 [INFO] 60/380 pairs done |
| 2026-04-09 06:29:58,213 [INFO] 70/380 pairs done |
| 2026-04-09 06:30:08,340 [INFO] 80/380 pairs done |
| 2026-04-09 06:30:18,190 [INFO] 90/380 pairs done |
| 2026-04-09 06:30:27,670 [INFO] 100/380 pairs done |
| 2026-04-09 06:30:36,623 [INFO] 110/380 pairs done |
| 2026-04-09 06:30:46,143 [INFO] 120/380 pairs done |
| 2026-04-09 06:30:56,059 [INFO] 130/380 pairs done |
| 2026-04-09 06:31:06,578 [INFO] 140/380 pairs done |
| 2026-04-09 06:31:16,832 [INFO] 150/380 pairs done |
| 2026-04-09 06:31:26,376 [INFO] 160/380 pairs done |
| 2026-04-09 06:31:36,576 [INFO] 170/380 pairs done |
| 2026-04-09 06:31:46,232 [INFO] 180/380 pairs done |
| 2026-04-09 06:31:56,182 [INFO] 190/380 pairs done |
| 2026-04-09 06:32:05,996 [INFO] 200/380 pairs done |
| 2026-04-09 06:32:15,667 [INFO] 210/380 pairs done |
| 2026-04-09 06:32:25,300 [INFO] 220/380 pairs done |
| 2026-04-09 06:32:34,963 [INFO] 230/380 pairs done |
| 2026-04-09 06:32:44,762 [INFO] 240/380 pairs done |
| 2026-04-09 06:32:54,594 [INFO] 250/380 pairs done |
| 2026-04-09 06:33:04,400 [INFO] 260/380 pairs done |
| 2026-04-09 06:33:14,507 [INFO] 270/380 pairs done |
| 2026-04-09 06:33:24,319 [INFO] 280/380 pairs done |
| 2026-04-09 06:33:34,407 [INFO] 290/380 pairs done |
| 2026-04-09 06:33:44,652 [INFO] 300/380 pairs done |
| 2026-04-09 06:33:54,143 [INFO] 310/380 pairs done |
| 2026-04-09 06:34:03,244 [INFO] 320/380 pairs done |
| 2026-04-09 06:34:13,575 [INFO] 330/380 pairs done |
| 2026-04-09 06:34:24,176 [INFO] 340/380 pairs done |
| 2026-04-09 06:34:34,125 [INFO] 350/380 pairs done |
| 2026-04-09 06:34:44,105 [INFO] 360/380 pairs done |
| 2026-04-09 06:34:53,028 [INFO] 370/380 pairs done |
| 2026-04-09 06:35:02,130 [INFO] 380/380 pairs done |
| 2026-04-09 06:35:02,132 [INFO] Rep 5: F1=0.000 time=370.90s mem_delta=0MB |
| 2026-04-09 06:35:02,224 [INFO] Variables = 50 |
| 2026-04-09 06:35:02,235 [INFO] [TemporalDiscovery] Estimating 2450 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 06:35:12,774 [INFO] 10/2450 pairs done |
| 2026-04-09 06:35:22,971 [INFO] 20/2450 pairs done |
| 2026-04-09 06:35:33,054 [INFO] 30/2450 pairs done |
| 2026-04-09 06:35:43,282 [INFO] 40/2450 pairs done |
| 2026-04-09 06:35:53,194 [INFO] 50/2450 pairs done |
| 2026-04-09 06:36:03,134 [INFO] 60/2450 pairs done |
| 2026-04-09 06:36:12,946 [INFO] 70/2450 pairs done |
| 2026-04-09 06:36:22,650 [INFO] 80/2450 pairs done |
| 2026-04-09 06:36:32,424 [INFO] 90/2450 pairs done |
| 2026-04-09 06:36:42,220 [INFO] 100/2450 pairs done |
| 2026-04-09 06:36:52,423 [INFO] 110/2450 pairs done |
| 2026-04-09 06:37:02,846 [INFO] 120/2450 pairs done |
| 2026-04-09 06:37:13,222 [INFO] 130/2450 pairs done |
| 2026-04-09 06:37:23,714 [INFO] 140/2450 pairs done |
| 2026-04-09 06:37:33,524 [INFO] 150/2450 pairs done |
| 2026-04-09 06:37:43,424 [INFO] 160/2450 pairs done |
| 2026-04-09 06:37:53,367 [INFO] 170/2450 pairs done |
| 2026-04-09 06:38:03,513 [INFO] 180/2450 pairs done |
| 2026-04-09 06:38:14,212 [INFO] 190/2450 pairs done |
| 2026-04-09 06:38:25,064 [INFO] 200/2450 pairs done |
| 2026-04-09 06:38:35,516 [INFO] 210/2450 pairs done |
| 2026-04-09 06:38:45,573 [INFO] 220/2450 pairs done |
| 2026-04-09 06:38:55,654 [INFO] 230/2450 pairs done |
| 2026-04-09 06:39:06,075 [INFO] 240/2450 pairs done |
| 2026-04-09 06:39:16,564 [INFO] 250/2450 pairs done |
| 2026-04-09 06:39:26,902 [INFO] 260/2450 pairs done |
| 2026-04-09 06:39:37,090 [INFO] 270/2450 pairs done |
| 2026-04-09 06:39:47,544 [INFO] 280/2450 pairs done |
| 2026-04-09 06:39:57,772 [INFO] 290/2450 pairs done |
| 2026-04-09 06:40:07,741 [INFO] 300/2450 pairs done |
| 2026-04-09 06:40:17,832 [INFO] 310/2450 pairs done |
| 2026-04-09 06:40:27,748 [INFO] 320/2450 pairs done |
| 2026-04-09 06:40:37,734 [INFO] 330/2450 pairs done |
| 2026-04-09 06:40:47,549 [INFO] 340/2450 pairs done |
| 2026-04-09 06:40:57,498 [INFO] 350/2450 pairs done |
| 2026-04-09 06:41:07,614 [INFO] 360/2450 pairs done |
| 2026-04-09 06:41:17,823 [INFO] 370/2450 pairs done |
| 2026-04-09 06:41:28,001 [INFO] 380/2450 pairs done |
| 2026-04-09 06:41:38,114 [INFO] 390/2450 pairs done |
| 2026-04-09 06:41:47,296 [INFO] 400/2450 pairs done |
| 2026-04-09 06:41:56,221 [INFO] 410/2450 pairs done |
| 2026-04-09 06:42:05,223 [INFO] 420/2450 pairs done |
| 2026-04-09 06:42:14,138 [INFO] 430/2450 pairs done |
| 2026-04-09 06:42:23,090 [INFO] 440/2450 pairs done |
| 2026-04-09 06:42:33,121 [INFO] 450/2450 pairs done |
| 2026-04-09 06:42:43,092 [INFO] 460/2450 pairs done |
| 2026-04-09 06:42:53,177 [INFO] 470/2450 pairs done |
| 2026-04-09 06:43:03,364 [INFO] 480/2450 pairs done |
| 2026-04-09 06:43:13,909 [INFO] 490/2450 pairs done |
| 2026-04-09 06:43:25,041 [INFO] 500/2450 pairs done |
| 2026-04-09 06:43:36,112 [INFO] 510/2450 pairs done |
| 2026-04-09 06:43:46,990 [INFO] 520/2450 pairs done |
| 2026-04-09 06:43:58,279 [INFO] 530/2450 pairs done |
| 2026-04-09 06:44:08,865 [INFO] 540/2450 pairs done |
| 2026-04-09 06:44:19,306 [INFO] 550/2450 pairs done |
| 2026-04-09 06:44:29,077 [INFO] 560/2450 pairs done |
| 2026-04-09 06:44:38,884 [INFO] 570/2450 pairs done |
| 2026-04-09 06:44:48,755 [INFO] 580/2450 pairs done |
| 2026-04-09 06:44:58,567 [INFO] 590/2450 pairs done |
| 2026-04-09 06:45:08,399 [INFO] 600/2450 pairs done |
| 2026-04-09 06:45:18,134 [INFO] 610/2450 pairs done |
| 2026-04-09 06:45:28,029 [INFO] 620/2450 pairs done |
| 2026-04-09 06:45:37,820 [INFO] 630/2450 pairs done |
| 2026-04-09 06:45:47,733 [INFO] 640/2450 pairs done |
| 2026-04-09 06:45:57,894 [INFO] 650/2450 pairs done |
| 2026-04-09 06:46:07,988 [INFO] 660/2450 pairs done |
| 2026-04-09 06:46:18,420 [INFO] 670/2450 pairs done |
| 2026-04-09 06:46:28,770 [INFO] 680/2450 pairs done |
| 2026-04-09 06:46:39,114 [INFO] 690/2450 pairs done |
| 2026-04-09 06:46:49,039 [INFO] 700/2450 pairs done |
| 2026-04-09 06:46:58,924 [INFO] 710/2450 pairs done |
| 2026-04-09 06:47:08,971 [INFO] 720/2450 pairs done |
| 2026-04-09 06:47:19,098 [INFO] 730/2450 pairs done |
| 2026-04-09 06:47:28,440 [INFO] 740/2450 pairs done |
| 2026-04-09 06:47:37,251 [INFO] 750/2450 pairs done |
| 2026-04-09 06:47:46,130 [INFO] 760/2450 pairs done |
| 2026-04-09 06:47:55,338 [INFO] 770/2450 pairs done |
| 2026-04-09 06:48:04,466 [INFO] 780/2450 pairs done |
| 2026-04-09 06:48:14,869 [INFO] 790/2450 pairs done |
| 2026-04-09 06:48:25,775 [INFO] 800/2450 pairs done |
| 2026-04-09 06:48:36,353 [INFO] 810/2450 pairs done |
| 2026-04-09 06:48:46,787 [INFO] 820/2450 pairs done |
| 2026-04-09 06:48:57,233 [INFO] 830/2450 pairs done |
| 2026-04-09 06:49:07,131 [INFO] 840/2450 pairs done |
| 2026-04-09 06:49:17,237 [INFO] 850/2450 pairs done |
| 2026-04-09 06:49:27,539 [INFO] 860/2450 pairs done |
| 2026-04-09 06:49:37,802 [INFO] 870/2450 pairs done |
| 2026-04-09 06:49:47,955 [INFO] 880/2450 pairs done |
| 2026-04-09 06:49:58,627 [INFO] 890/2450 pairs done |
| 2026-04-09 06:50:08,901 [INFO] 900/2450 pairs done |
| 2026-04-09 06:50:19,399 [INFO] 910/2450 pairs done |
| 2026-04-09 06:50:29,680 [INFO] 920/2450 pairs done |
| 2026-04-09 06:50:40,287 [INFO] 930/2450 pairs done |
| 2026-04-09 06:50:50,672 [INFO] 940/2450 pairs done |
| 2026-04-09 06:51:00,931 [INFO] 950/2450 pairs done |
| 2026-04-09 06:51:11,377 [INFO] 960/2450 pairs done |
| 2026-04-09 06:51:21,515 [INFO] 970/2450 pairs done |
| 2026-04-09 06:51:32,103 [INFO] 980/2450 pairs done |
| 2026-04-09 06:51:42,495 [INFO] 990/2450 pairs done |
| 2026-04-09 06:51:52,774 [INFO] 1000/2450 pairs done |
| 2026-04-09 06:52:02,691 [INFO] 1010/2450 pairs done |
| 2026-04-09 06:52:12,592 [INFO] 1020/2450 pairs done |
| 2026-04-09 06:52:22,404 [INFO] 1030/2450 pairs done |
| 2026-04-09 06:52:31,265 [INFO] 1040/2450 pairs done |
| 2026-04-09 06:52:40,111 [INFO] 1050/2450 pairs done |
| 2026-04-09 06:52:49,008 [INFO] 1060/2450 pairs done |
| 2026-04-09 06:52:57,988 [INFO] 1070/2450 pairs done |
| 2026-04-09 06:53:07,292 [INFO] 1080/2450 pairs done |
| 2026-04-09 06:53:17,559 [INFO] 1090/2450 pairs done |
| 2026-04-09 06:53:27,789 [INFO] 1100/2450 pairs done |
| 2026-04-09 06:53:38,452 [INFO] 1110/2450 pairs done |
| 2026-04-09 06:53:49,072 [INFO] 1120/2450 pairs done |
| 2026-04-09 06:53:59,548 [INFO] 1130/2450 pairs done |
| 2026-04-09 06:54:10,293 [INFO] 1140/2450 pairs done |
| 2026-04-09 06:54:20,827 [INFO] 1150/2450 pairs done |
| 2026-04-09 06:54:31,582 [INFO] 1160/2450 pairs done |
| 2026-04-09 06:54:42,131 [INFO] 1170/2450 pairs done |
| 2026-04-09 06:54:52,304 [INFO] 1180/2450 pairs done |
| 2026-04-09 06:55:02,207 [INFO] 1190/2450 pairs done |
| 2026-04-09 06:55:12,040 [INFO] 1200/2450 pairs done |
| 2026-04-09 06:55:21,783 [INFO] 1210/2450 pairs done |
| 2026-04-09 06:55:31,559 [INFO] 1220/2450 pairs done |
| 2026-04-09 06:55:40,748 [INFO] 1230/2450 pairs done |
| 2026-04-09 06:55:49,596 [INFO] 1240/2450 pairs done |
| 2026-04-09 06:55:58,250 [INFO] 1250/2450 pairs done |
| 2026-04-09 06:56:07,045 [INFO] 1260/2450 pairs done |
| 2026-04-09 06:56:15,890 [INFO] 1270/2450 pairs done |
| 2026-04-09 06:56:25,474 [INFO] 1280/2450 pairs done |
| 2026-04-09 06:56:35,379 [INFO] 1290/2450 pairs done |
| 2026-04-09 06:56:45,374 [INFO] 1300/2450 pairs done |
| 2026-04-09 06:56:55,505 [INFO] 1310/2450 pairs done |
| 2026-04-09 06:57:05,487 [INFO] 1320/2450 pairs done |
| 2026-04-09 06:57:15,731 [INFO] 1330/2450 pairs done |
| 2026-04-09 06:57:25,663 [INFO] 1340/2450 pairs done |
| 2026-04-09 06:57:35,568 [INFO] 1350/2450 pairs done |
| 2026-04-09 06:57:45,453 [INFO] 1360/2450 pairs done |
| 2026-04-09 06:57:55,505 [INFO] 1370/2450 pairs done |
| 2026-04-09 06:58:05,761 [INFO] 1380/2450 pairs done |
| 2026-04-09 06:58:15,973 [INFO] 1390/2450 pairs done |
| 2026-04-09 06:58:26,007 [INFO] 1400/2450 pairs done |
| 2026-04-09 06:58:36,076 [INFO] 1410/2450 pairs done |
| 2026-04-09 06:58:45,964 [INFO] 1420/2450 pairs done |
| 2026-04-09 06:58:55,249 [INFO] 1430/2450 pairs done |
| 2026-04-09 06:59:04,268 [INFO] 1440/2450 pairs done |
| 2026-04-09 06:59:13,675 [INFO] 1450/2450 pairs done |
| 2026-04-09 06:59:23,428 [INFO] 1460/2450 pairs done |
| 2026-04-09 06:59:33,124 [INFO] 1470/2450 pairs done |
| 2026-04-09 06:59:44,064 [INFO] 1480/2450 pairs done |
| 2026-04-09 06:59:55,427 [INFO] 1490/2450 pairs done |
| 2026-04-09 07:00:06,341 [INFO] 1500/2450 pairs done |
| 2026-04-09 07:00:17,566 [INFO] 1510/2450 pairs done |
| 2026-04-09 07:00:28,772 [INFO] 1520/2450 pairs done |
| 2026-04-09 07:00:39,005 [INFO] 1530/2450 pairs done |
| 2026-04-09 07:00:48,952 [INFO] 1540/2450 pairs done |
| 2026-04-09 07:00:59,003 [INFO] 1550/2450 pairs done |
| 2026-04-09 07:01:09,013 [INFO] 1560/2450 pairs done |
| 2026-04-09 07:01:19,365 [INFO] 1570/2450 pairs done |
| 2026-04-09 07:01:29,989 [INFO] 1580/2450 pairs done |
| 2026-04-09 07:01:40,437 [INFO] 1590/2450 pairs done |
| 2026-04-09 07:01:50,758 [INFO] 1600/2450 pairs done |
| 2026-04-09 07:02:00,986 [INFO] 1610/2450 pairs done |
| 2026-04-09 07:02:11,041 [INFO] 1620/2450 pairs done |
| 2026-04-09 07:02:20,960 [INFO] 1630/2450 pairs done |
| 2026-04-09 07:02:31,286 [INFO] 1640/2450 pairs done |
| 2026-04-09 07:02:41,565 [INFO] 1650/2450 pairs done |
| 2026-04-09 07:02:51,977 [INFO] 1660/2450 pairs done |
| 2026-04-09 07:03:02,373 [INFO] 1670/2450 pairs done |
| 2026-04-09 07:03:12,632 [INFO] 1680/2450 pairs done |
| 2026-04-09 07:03:22,636 [INFO] 1690/2450 pairs done |
| 2026-04-09 07:03:32,830 [INFO] 1700/2450 pairs done |
| 2026-04-09 07:03:43,055 [INFO] 1710/2450 pairs done |
| 2026-04-09 07:03:52,777 [INFO] 1720/2450 pairs done |
| 2026-04-09 07:04:01,865 [INFO] 1730/2450 pairs done |
| 2026-04-09 07:04:11,331 [INFO] 1740/2450 pairs done |
| 2026-04-09 07:04:20,786 [INFO] 1750/2450 pairs done |
| 2026-04-09 07:04:30,215 [INFO] 1760/2450 pairs done |
| 2026-04-09 07:04:39,978 [INFO] 1770/2450 pairs done |
| 2026-04-09 07:04:50,213 [INFO] 1780/2450 pairs done |
| 2026-04-09 07:05:01,277 [INFO] 1790/2450 pairs done |
| 2026-04-09 07:05:11,776 [INFO] 1800/2450 pairs done |
| 2026-04-09 07:05:22,165 [INFO] 1810/2450 pairs done |
| 2026-04-09 07:05:33,586 [INFO] 1820/2450 pairs done |
| 2026-04-09 07:05:44,783 [INFO] 1830/2450 pairs done |
| 2026-04-09 07:05:55,464 [INFO] 1840/2450 pairs done |
| 2026-04-09 07:06:06,457 [INFO] 1850/2450 pairs done |
| 2026-04-09 07:06:17,740 [INFO] 1860/2450 pairs done |
| 2026-04-09 07:06:27,960 [INFO] 1870/2450 pairs done |
| 2026-04-09 07:06:37,917 [INFO] 1880/2450 pairs done |
| 2026-04-09 07:06:47,676 [INFO] 1890/2450 pairs done |
| 2026-04-09 07:06:57,431 [INFO] 1900/2450 pairs done |
| 2026-04-09 07:07:07,226 [INFO] 1910/2450 pairs done |
| 2026-04-09 07:07:17,176 [INFO] 1920/2450 pairs done |
| 2026-04-09 07:07:27,363 [INFO] 1930/2450 pairs done |
| 2026-04-09 07:07:37,365 [INFO] 1940/2450 pairs done |
| 2026-04-09 07:07:47,621 [INFO] 1950/2450 pairs done |
| 2026-04-09 07:07:57,874 [INFO] 1960/2450 pairs done |
| 2026-04-09 07:08:08,505 [INFO] 1970/2450 pairs done |
| 2026-04-09 07:08:19,565 [INFO] 1980/2450 pairs done |
| 2026-04-09 07:08:30,091 [INFO] 1990/2450 pairs done |
| 2026-04-09 07:08:40,475 [INFO] 2000/2450 pairs done |
| 2026-04-09 07:08:50,580 [INFO] 2010/2450 pairs done |
| 2026-04-09 07:09:00,818 [INFO] 2020/2450 pairs done |
| 2026-04-09 07:09:10,837 [INFO] 2030/2450 pairs done |
| 2026-04-09 07:09:21,202 [INFO] 2040/2450 pairs done |
| 2026-04-09 07:09:32,196 [INFO] 2050/2450 pairs done |
| 2026-04-09 07:09:42,486 [INFO] 2060/2450 pairs done |
| 2026-04-09 07:09:52,422 [INFO] 2070/2450 pairs done |
| 2026-04-09 07:10:02,140 [INFO] 2080/2450 pairs done |
| 2026-04-09 07:10:11,955 [INFO] 2090/2450 pairs done |
| 2026-04-09 07:10:21,807 [INFO] 2100/2450 pairs done |
| 2026-04-09 07:10:31,574 [INFO] 2110/2450 pairs done |
| 2026-04-09 07:10:40,856 [INFO] 2120/2450 pairs done |
| 2026-04-09 07:10:50,241 [INFO] 2130/2450 pairs done |
| 2026-04-09 07:10:59,654 [INFO] 2140/2450 pairs done |
| 2026-04-09 07:11:09,399 [INFO] 2150/2450 pairs done |
| 2026-04-09 07:11:18,767 [INFO] 2160/2450 pairs done |
| 2026-04-09 07:11:27,945 [INFO] 2170/2450 pairs done |
| 2026-04-09 07:11:37,098 [INFO] 2180/2450 pairs done |
| 2026-04-09 07:11:46,015 [INFO] 2190/2450 pairs done |
| 2026-04-09 07:11:55,054 [INFO] 2200/2450 pairs done |
| 2026-04-09 07:12:04,229 [INFO] 2210/2450 pairs done |
| 2026-04-09 07:12:13,536 [INFO] 2220/2450 pairs done |
| 2026-04-09 07:12:22,922 [INFO] 2230/2450 pairs done |
| 2026-04-09 07:12:31,864 [INFO] 2240/2450 pairs done |
| 2026-04-09 07:12:40,826 [INFO] 2250/2450 pairs done |
| 2026-04-09 07:12:49,709 [INFO] 2260/2450 pairs done |
| 2026-04-09 07:12:58,592 [INFO] 2270/2450 pairs done |
| 2026-04-09 07:13:07,415 [INFO] 2280/2450 pairs done |
| 2026-04-09 07:13:16,269 [INFO] 2290/2450 pairs done |
| 2026-04-09 07:13:25,118 [INFO] 2300/2450 pairs done |
| 2026-04-09 07:13:35,524 [INFO] 2310/2450 pairs done |
| 2026-04-09 07:13:46,146 [INFO] 2320/2450 pairs done |
| 2026-04-09 07:13:56,625 [INFO] 2330/2450 pairs done |
| 2026-04-09 07:14:07,283 [INFO] 2340/2450 pairs done |
| 2026-04-09 07:14:18,015 [INFO] 2350/2450 pairs done |
| 2026-04-09 07:14:27,412 [INFO] 2360/2450 pairs done |
| 2026-04-09 07:14:36,806 [INFO] 2370/2450 pairs done |
| 2026-04-09 07:14:45,887 [INFO] 2380/2450 pairs done |
| 2026-04-09 07:14:54,908 [INFO] 2390/2450 pairs done |
| 2026-04-09 07:15:03,862 [INFO] 2400/2450 pairs done |
| 2026-04-09 07:15:13,743 [INFO] 2410/2450 pairs done |
| 2026-04-09 07:15:23,724 [INFO] 2420/2450 pairs done |
| 2026-04-09 07:15:33,639 [INFO] 2430/2450 pairs done |
| 2026-04-09 07:15:43,606 [INFO] 2440/2450 pairs done |
| 2026-04-09 07:15:53,503 [INFO] 2450/2450 pairs done |
| 2026-04-09 07:15:53,507 [INFO] Rep 1: F1=0.077 time=2451.27s mem_delta=0MB |
| 2026-04-09 07:15:53,583 [INFO] [TemporalDiscovery] Estimating 2450 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 07:16:02,366 [INFO] 10/2450 pairs done |
| 2026-04-09 07:16:11,012 [INFO] 20/2450 pairs done |
| 2026-04-09 07:16:19,674 [INFO] 30/2450 pairs done |
| 2026-04-09 07:16:28,387 [INFO] 40/2450 pairs done |
| 2026-04-09 07:16:37,166 [INFO] 50/2450 pairs done |
| 2026-04-09 07:16:46,614 [INFO] 60/2450 pairs done |
| 2026-04-09 07:16:55,915 [INFO] 70/2450 pairs done |
| 2026-04-09 07:17:05,545 [INFO] 80/2450 pairs done |
| 2026-04-09 07:17:14,603 [INFO] 90/2450 pairs done |
| 2026-04-09 07:17:24,252 [INFO] 100/2450 pairs done |
| 2026-04-09 07:17:35,588 [INFO] 110/2450 pairs done |
| 2026-04-09 07:17:46,795 [INFO] 120/2450 pairs done |
| 2026-04-09 07:17:57,720 [INFO] 130/2450 pairs done |
| 2026-04-09 07:18:08,549 [INFO] 140/2450 pairs done |
| 2026-04-09 07:18:18,752 [INFO] 150/2450 pairs done |
| 2026-04-09 07:18:27,400 [INFO] 160/2450 pairs done |
| 2026-04-09 07:18:36,296 [INFO] 170/2450 pairs done |
| 2026-04-09 07:18:45,118 [INFO] 180/2450 pairs done |
| 2026-04-09 07:18:53,884 [INFO] 190/2450 pairs done |
| 2026-04-09 07:19:02,994 [INFO] 200/2450 pairs done |
| 2026-04-09 07:19:12,018 [INFO] 210/2450 pairs done |
| 2026-04-09 07:19:20,950 [INFO] 220/2450 pairs done |
| 2026-04-09 07:19:29,840 [INFO] 230/2450 pairs done |
| 2026-04-09 07:19:38,899 [INFO] 240/2450 pairs done |
| 2026-04-09 07:19:47,542 [INFO] 250/2450 pairs done |
| 2026-04-09 07:19:56,222 [INFO] 260/2450 pairs done |
| 2026-04-09 07:20:05,102 [INFO] 270/2450 pairs done |
| 2026-04-09 07:20:14,042 [INFO] 280/2450 pairs done |
| 2026-04-09 07:20:23,060 [INFO] 290/2450 pairs done |
| 2026-04-09 07:20:32,133 [INFO] 300/2450 pairs done |
| 2026-04-09 07:20:41,056 [INFO] 310/2450 pairs done |
| 2026-04-09 07:20:49,974 [INFO] 320/2450 pairs done |
| 2026-04-09 07:20:58,998 [INFO] 330/2450 pairs done |
| 2026-04-09 07:21:07,937 [INFO] 340/2450 pairs done |
| 2026-04-09 07:21:18,660 [INFO] 350/2450 pairs done |
| 2026-04-09 07:21:29,906 [INFO] 360/2450 pairs done |
| 2026-04-09 07:21:41,155 [INFO] 370/2450 pairs done |
| 2026-04-09 07:21:52,228 [INFO] 380/2450 pairs done |
| 2026-04-09 07:22:03,166 [INFO] 390/2450 pairs done |
| 2026-04-09 07:22:12,441 [INFO] 400/2450 pairs done |
| 2026-04-09 07:22:21,429 [INFO] 410/2450 pairs done |
| 2026-04-09 07:22:30,851 [INFO] 420/2450 pairs done |
| 2026-04-09 07:22:40,129 [INFO] 430/2450 pairs done |
| 2026-04-09 07:22:49,631 [INFO] 440/2450 pairs done |
| 2026-04-09 07:22:59,584 [INFO] 450/2450 pairs done |
| 2026-04-09 07:23:09,366 [INFO] 460/2450 pairs done |
| 2026-04-09 07:23:19,603 [INFO] 470/2450 pairs done |
| 2026-04-09 07:23:29,657 [INFO] 480/2450 pairs done |
| 2026-04-09 07:23:39,424 [INFO] 490/2450 pairs done |
| 2026-04-09 07:23:50,169 [INFO] 500/2450 pairs done |
| 2026-04-09 07:24:00,838 [INFO] 510/2450 pairs done |
| 2026-04-09 07:24:11,975 [INFO] 520/2450 pairs done |
| 2026-04-09 07:24:23,179 [INFO] 530/2450 pairs done |
| 2026-04-09 07:24:34,231 [INFO] 540/2450 pairs done |
| 2026-04-09 07:24:43,399 [INFO] 550/2450 pairs done |
| 2026-04-09 07:24:52,246 [INFO] 560/2450 pairs done |
| 2026-04-09 07:25:01,274 [INFO] 570/2450 pairs done |
| 2026-04-09 07:25:10,367 [INFO] 580/2450 pairs done |
| 2026-04-09 07:25:19,372 [INFO] 590/2450 pairs done |
| 2026-04-09 07:25:28,315 [INFO] 600/2450 pairs done |
| 2026-04-09 07:25:37,203 [INFO] 610/2450 pairs done |
| 2026-04-09 07:25:46,070 [INFO] 620/2450 pairs done |
| 2026-04-09 07:25:55,075 [INFO] 630/2450 pairs done |
| 2026-04-09 07:26:04,231 [INFO] 640/2450 pairs done |
| 2026-04-09 07:26:14,064 [INFO] 650/2450 pairs done |
| 2026-04-09 07:26:23,931 [INFO] 660/2450 pairs done |
| 2026-04-09 07:26:33,728 [INFO] 670/2450 pairs done |
| 2026-04-09 07:26:43,932 [INFO] 680/2450 pairs done |
| 2026-04-09 07:26:53,453 [INFO] 690/2450 pairs done |
| 2026-04-09 07:27:02,323 [INFO] 700/2450 pairs done |
| 2026-04-09 07:27:11,262 [INFO] 710/2450 pairs done |
| 2026-04-09 07:27:20,063 [INFO] 720/2450 pairs done |
| 2026-04-09 07:27:28,664 [INFO] 730/2450 pairs done |
| 2026-04-09 07:27:37,319 [INFO] 740/2450 pairs done |
| 2026-04-09 07:27:45,990 [INFO] 750/2450 pairs done |
| 2026-04-09 07:27:54,701 [INFO] 760/2450 pairs done |
| 2026-04-09 07:28:03,405 [INFO] 770/2450 pairs done |
| 2026-04-09 07:28:12,257 [INFO] 780/2450 pairs done |
| 2026-04-09 07:28:22,527 [INFO] 790/2450 pairs done |
| 2026-04-09 07:28:34,035 [INFO] 800/2450 pairs done |
| 2026-04-09 07:28:45,373 [INFO] 810/2450 pairs done |
| 2026-04-09 07:28:56,615 [INFO] 820/2450 pairs done |
| 2026-04-09 07:29:07,802 [INFO] 830/2450 pairs done |
| 2026-04-09 07:29:18,047 [INFO] 840/2450 pairs done |
| 2026-04-09 07:29:27,728 [INFO] 850/2450 pairs done |
| 2026-04-09 07:29:37,391 [INFO] 860/2450 pairs done |
| 2026-04-09 07:29:47,084 [INFO] 870/2450 pairs done |
| 2026-04-09 07:29:56,854 [INFO] 880/2450 pairs done |
| 2026-04-09 07:30:05,730 [INFO] 890/2450 pairs done |
| 2026-04-09 07:30:14,356 [INFO] 900/2450 pairs done |
| 2026-04-09 07:30:22,963 [INFO] 910/2450 pairs done |
| 2026-04-09 07:30:31,933 [INFO] 920/2450 pairs done |
| 2026-04-09 07:30:41,119 [INFO] 930/2450 pairs done |
| 2026-04-09 07:30:52,669 [INFO] 940/2450 pairs done |
| 2026-04-09 07:31:04,343 [INFO] 950/2450 pairs done |
| 2026-04-09 07:31:15,671 [INFO] 960/2450 pairs done |
| 2026-04-09 07:31:26,977 [INFO] 970/2450 pairs done |
| 2026-04-09 07:31:37,763 [INFO] 980/2450 pairs done |
| 2026-04-09 07:31:47,840 [INFO] 990/2450 pairs done |
| 2026-04-09 07:31:58,174 [INFO] 1000/2450 pairs done |
| 2026-04-09 07:32:08,696 [INFO] 1010/2450 pairs done |
| 2026-04-09 07:32:19,232 [INFO] 1020/2450 pairs done |
| 2026-04-09 07:32:29,622 [INFO] 1030/2450 pairs done |
| 2026-04-09 07:32:41,288 [INFO] 1040/2450 pairs done |
| 2026-04-09 07:32:52,557 [INFO] 1050/2450 pairs done |
| 2026-04-09 07:33:03,569 [INFO] 1060/2450 pairs done |
| 2026-04-09 07:33:14,344 [INFO] 1070/2450 pairs done |
| 2026-04-09 07:33:25,206 [INFO] 1080/2450 pairs done |
| 2026-04-09 07:33:35,965 [INFO] 1090/2450 pairs done |
| 2026-04-09 07:33:46,962 [INFO] 1100/2450 pairs done |
| 2026-04-09 07:33:57,844 [INFO] 1110/2450 pairs done |
| 2026-04-09 07:34:08,787 [INFO] 1120/2450 pairs done |
| 2026-04-09 07:34:19,618 [INFO] 1130/2450 pairs done |
| 2026-04-09 07:34:30,425 [INFO] 1140/2450 pairs done |
| 2026-04-09 07:34:41,336 [INFO] 1150/2450 pairs done |
| 2026-04-09 07:34:52,646 [INFO] 1160/2450 pairs done |
| 2026-04-09 07:35:03,931 [INFO] 1170/2450 pairs done |
| 2026-04-09 07:35:14,533 [INFO] 1180/2450 pairs done |
| 2026-04-09 07:35:24,595 [INFO] 1190/2450 pairs done |
| 2026-04-09 07:35:34,372 [INFO] 1200/2450 pairs done |
| 2026-04-09 07:35:44,135 [INFO] 1210/2450 pairs done |
| 2026-04-09 07:35:53,909 [INFO] 1220/2450 pairs done |
| 2026-04-09 07:36:03,527 [INFO] 1230/2450 pairs done |
| 2026-04-09 07:36:12,697 [INFO] 1240/2450 pairs done |
| 2026-04-09 07:36:21,693 [INFO] 1250/2450 pairs done |
| 2026-04-09 07:36:30,930 [INFO] 1260/2450 pairs done |
| 2026-04-09 07:36:40,014 [INFO] 1270/2450 pairs done |
| 2026-04-09 07:36:49,632 [INFO] 1280/2450 pairs done |
| 2026-04-09 07:36:59,615 [INFO] 1290/2450 pairs done |
| 2026-04-09 07:37:10,093 [INFO] 1300/2450 pairs done |
| 2026-04-09 07:37:20,281 [INFO] 1310/2450 pairs done |
| 2026-04-09 07:37:30,190 [INFO] 1320/2450 pairs done |
| 2026-04-09 07:37:40,162 [INFO] 1330/2450 pairs done |
| 2026-04-09 07:37:50,124 [INFO] 1340/2450 pairs done |
| 2026-04-09 07:38:00,212 [INFO] 1350/2450 pairs done |
| 2026-04-09 07:38:09,991 [INFO] 1360/2450 pairs done |
| 2026-04-09 07:38:19,701 [INFO] 1370/2450 pairs done |
| 2026-04-09 07:38:28,600 [INFO] 1380/2450 pairs done |
| 2026-04-09 07:38:37,323 [INFO] 1390/2450 pairs done |
| 2026-04-09 07:38:46,003 [INFO] 1400/2450 pairs done |
| 2026-04-09 07:38:54,696 [INFO] 1410/2450 pairs done |
| 2026-04-09 07:39:03,354 [INFO] 1420/2450 pairs done |
| 2026-04-09 07:39:14,382 [INFO] 1430/2450 pairs done |
| 2026-04-09 07:39:25,722 [INFO] 1440/2450 pairs done |
| 2026-04-09 07:39:37,146 [INFO] 1450/2450 pairs done |
| 2026-04-09 07:39:48,612 [INFO] 1460/2450 pairs done |
| 2026-04-09 07:39:59,499 [INFO] 1470/2450 pairs done |
| 2026-04-09 07:40:08,485 [INFO] 1480/2450 pairs done |
| 2026-04-09 07:40:17,378 [INFO] 1490/2450 pairs done |
| 2026-04-09 07:40:26,201 [INFO] 1500/2450 pairs done |
| 2026-04-09 07:40:34,838 [INFO] 1510/2450 pairs done |
| 2026-04-09 07:40:43,523 [INFO] 1520/2450 pairs done |
| 2026-04-09 07:40:52,212 [INFO] 1530/2450 pairs done |
| 2026-04-09 07:41:00,891 [INFO] 1540/2450 pairs done |
| 2026-04-09 07:41:09,817 [INFO] 1550/2450 pairs done |
| 2026-04-09 07:41:18,818 [INFO] 1560/2450 pairs done |
| 2026-04-09 07:41:27,873 [INFO] 1570/2450 pairs done |
| 2026-04-09 07:41:36,898 [INFO] 1580/2450 pairs done |
| 2026-04-09 07:41:45,586 [INFO] 1590/2450 pairs done |
| 2026-04-09 07:41:54,242 [INFO] 1600/2450 pairs done |
| 2026-04-09 07:42:02,902 [INFO] 1610/2450 pairs done |
| 2026-04-09 07:42:11,541 [INFO] 1620/2450 pairs done |
| 2026-04-09 07:42:20,150 [INFO] 1630/2450 pairs done |
| 2026-04-09 07:42:28,845 [INFO] 1640/2450 pairs done |
| 2026-04-09 07:42:37,690 [INFO] 1650/2450 pairs done |
| 2026-04-09 07:42:46,416 [INFO] 1660/2450 pairs done |
| 2026-04-09 07:42:55,173 [INFO] 1670/2450 pairs done |
| 2026-04-09 07:43:03,757 [INFO] 1680/2450 pairs done |
| 2026-04-09 07:43:12,474 [INFO] 1690/2450 pairs done |
| 2026-04-09 07:43:21,138 [INFO] 1700/2450 pairs done |
| 2026-04-09 07:43:29,954 [INFO] 1710/2450 pairs done |
| 2026-04-09 07:43:40,321 [INFO] 1720/2450 pairs done |
| 2026-04-09 07:43:51,865 [INFO] 1730/2450 pairs done |
| 2026-04-09 07:44:03,453 [INFO] 1740/2450 pairs done |
| 2026-04-09 07:44:14,301 [INFO] 1750/2450 pairs done |
| 2026-04-09 07:44:25,190 [INFO] 1760/2450 pairs done |
| 2026-04-09 07:44:34,712 [INFO] 1770/2450 pairs done |
| 2026-04-09 07:44:43,256 [INFO] 1780/2450 pairs done |
| 2026-04-09 07:44:51,873 [INFO] 1790/2450 pairs done |
| 2026-04-09 07:45:00,573 [INFO] 1800/2450 pairs done |
| 2026-04-09 07:45:09,538 [INFO] 1810/2450 pairs done |
| 2026-04-09 07:45:19,142 [INFO] 1820/2450 pairs done |
| 2026-04-09 07:45:29,384 [INFO] 1830/2450 pairs done |
| 2026-04-09 07:45:39,405 [INFO] 1840/2450 pairs done |
| 2026-04-09 07:45:49,351 [INFO] 1850/2450 pairs done |
| 2026-04-09 07:45:59,782 [INFO] 1860/2450 pairs done |
| 2026-04-09 07:46:11,193 [INFO] 1870/2450 pairs done |
| 2026-04-09 07:46:22,913 [INFO] 1880/2450 pairs done |
| 2026-04-09 07:46:34,459 [INFO] 1890/2450 pairs done |
| 2026-04-09 07:46:46,094 [INFO] 1900/2450 pairs done |
| 2026-04-09 07:46:57,534 [INFO] 1910/2450 pairs done |
| 2026-04-09 07:47:09,253 [INFO] 1920/2450 pairs done |
| 2026-04-09 07:47:20,341 [INFO] 1930/2450 pairs done |
| 2026-04-09 07:47:31,280 [INFO] 1940/2450 pairs done |
| 2026-04-09 07:47:42,235 [INFO] 1950/2450 pairs done |
| 2026-04-09 07:47:53,339 [INFO] 1960/2450 pairs done |
| 2026-04-09 07:48:02,208 [INFO] 1970/2450 pairs done |
| 2026-04-09 07:48:11,214 [INFO] 1980/2450 pairs done |
| 2026-04-09 07:48:20,188 [INFO] 1990/2450 pairs done |
| 2026-04-09 07:48:29,135 [INFO] 2000/2450 pairs done |
| 2026-04-09 07:48:38,165 [INFO] 2010/2450 pairs done |
| 2026-04-09 07:48:48,931 [INFO] 2020/2450 pairs done |
| 2026-04-09 07:48:59,748 [INFO] 2030/2450 pairs done |
| 2026-04-09 07:49:11,087 [INFO] 2040/2450 pairs done |
| 2026-04-09 07:49:22,921 [INFO] 2050/2450 pairs done |
| 2026-04-09 07:49:34,644 [INFO] 2060/2450 pairs done |
| 2026-04-09 07:49:46,299 [INFO] 2070/2450 pairs done |
| 2026-04-09 07:49:57,951 [INFO] 2080/2450 pairs done |
| 2026-04-09 07:50:09,603 [INFO] 2090/2450 pairs done |
| 2026-04-09 07:50:20,984 [INFO] 2100/2450 pairs done |
| 2026-04-09 07:50:32,291 [INFO] 2110/2450 pairs done |
| 2026-04-09 07:50:43,205 [INFO] 2120/2450 pairs done |
| 2026-04-09 07:50:54,415 [INFO] 2130/2450 pairs done |
| 2026-04-09 07:51:05,473 [INFO] 2140/2450 pairs done |
| 2026-04-09 07:51:16,412 [INFO] 2150/2450 pairs done |
| 2026-04-09 07:51:27,188 [INFO] 2160/2450 pairs done |
| 2026-04-09 07:51:38,077 [INFO] 2170/2450 pairs done |
| 2026-04-09 07:51:48,890 [INFO] 2180/2450 pairs done |
| 2026-04-09 07:51:59,878 [INFO] 2190/2450 pairs done |
| 2026-04-09 07:52:10,770 [INFO] 2200/2450 pairs done |
| 2026-04-09 07:52:20,892 [INFO] 2210/2450 pairs done |
| 2026-04-09 07:52:30,339 [INFO] 2220/2450 pairs done |
| 2026-04-09 07:52:40,033 [INFO] 2230/2450 pairs done |
| 2026-04-09 07:52:49,458 [INFO] 2240/2450 pairs done |
| 2026-04-09 07:52:59,221 [INFO] 2250/2450 pairs done |
| 2026-04-09 07:53:08,434 [INFO] 2260/2450 pairs done |
| 2026-04-09 07:53:17,582 [INFO] 2270/2450 pairs done |
| 2026-04-09 07:53:27,087 [INFO] 2280/2450 pairs done |
| 2026-04-09 07:53:36,168 [INFO] 2290/2450 pairs done |
| 2026-04-09 07:53:45,589 [INFO] 2300/2450 pairs done |
| 2026-04-09 07:53:56,616 [INFO] 2310/2450 pairs done |
| 2026-04-09 07:54:08,263 [INFO] 2320/2450 pairs done |
| 2026-04-09 07:54:19,649 [INFO] 2330/2450 pairs done |
| 2026-04-09 07:54:31,103 [INFO] 2340/2450 pairs done |
| 2026-04-09 07:54:42,150 [INFO] 2350/2450 pairs done |
| 2026-04-09 07:54:51,339 [INFO] 2360/2450 pairs done |
| 2026-04-09 07:55:00,150 [INFO] 2370/2450 pairs done |
| 2026-04-09 07:55:09,232 [INFO] 2380/2450 pairs done |
| 2026-04-09 07:55:18,552 [INFO] 2390/2450 pairs done |
| 2026-04-09 07:55:27,663 [INFO] 2400/2450 pairs done |
| 2026-04-09 07:55:37,638 [INFO] 2410/2450 pairs done |
| 2026-04-09 07:55:47,498 [INFO] 2420/2450 pairs done |
| 2026-04-09 07:55:57,271 [INFO] 2430/2450 pairs done |
| 2026-04-09 07:56:06,998 [INFO] 2440/2450 pairs done |
| 2026-04-09 07:56:16,852 [INFO] 2450/2450 pairs done |
| 2026-04-09 07:56:16,855 [INFO] Rep 2: F1=0.034 time=2423.27s mem_delta=0MB |
| 2026-04-09 07:56:16,935 [INFO] [TemporalDiscovery] Estimating 2450 pairwise effects (natural_exp=True, continuous_t=True, n_lags=3)... |
| 2026-04-09 07:56:28,076 [INFO] 10/2450 pairs done |
| 2026-04-09 07:56:39,114 [INFO] 20/2450 pairs done |
| 2026-04-09 07:56:50,523 [INFO] 30/2450 pairs done |
| 2026-04-09 07:57:01,423 [INFO] 40/2450 pairs done |
| 2026-04-09 07:57:12,419 [INFO] 50/2450 pairs done |
| 2026-04-09 07:57:24,001 [INFO] 60/2450 pairs done |
| 2026-04-09 07:57:35,549 [INFO] 70/2450 pairs done |
| 2026-04-09 07:57:46,934 [INFO] 80/2450 pairs done |
| 2026-04-09 07:57:58,608 [INFO] 90/2450 pairs done |
| 2026-04-09 07:58:09,949 [INFO] 100/2450 pairs done |
| 2026-04-09 07:58:20,429 [INFO] 110/2450 pairs done |
| 2026-04-09 07:58:30,696 [INFO] 120/2450 pairs done |
| 2026-04-09 07:58:40,729 [INFO] 130/2450 pairs done |
| 2026-04-09 07:58:50,778 [INFO] 140/2450 pairs done |
| 2026-04-09 07:59:01,474 [INFO] 150/2450 pairs done |
| 2026-04-09 07:59:11,955 [INFO] 160/2450 pairs done |
| 2026-04-09 07:59:22,277 [INFO] 170/2450 pairs done |
| 2026-04-09 07:59:32,520 [INFO] 180/2450 pairs done |
| 2026-04-09 07:59:42,669 [INFO] 190/2450 pairs done |
| 2026-04-09 07:59:53,209 [INFO] 200/2450 pairs done |
| 2026-04-09 08:00:04,470 [INFO] 210/2450 pairs done |
| 2026-04-09 08:00:15,825 [INFO] 220/2450 pairs done |
| 2026-04-09 08:00:27,476 [INFO] 230/2450 pairs done |
| 2026-04-09 08:00:38,877 [INFO] 240/2450 pairs done |
| 2026-04-09 08:00:49,461 [INFO] 250/2450 pairs done |
| 2026-04-09 08:00:59,534 [INFO] 260/2450 pairs done |
| 2026-04-09 08:01:09,483 [INFO] 270/2450 pairs done |
| 2026-04-09 08:01:19,623 [INFO] 280/2450 pairs done |
| 2026-04-09 08:01:29,585 [INFO] 290/2450 pairs done |
| 2026-04-09 08:01:39,768 [INFO] 300/2450 pairs done |
| 2026-04-09 08:01:50,648 [INFO] 310/2450 pairs done |
| 2026-04-09 08:02:00,888 [INFO] 320/2450 pairs done |
| 2026-04-09 08:02:11,252 [INFO] 330/2450 pairs done |
| 2026-04-09 08:02:21,592 [INFO] 340/2450 pairs done |
| 2026-04-09 08:02:32,034 [INFO] 350/2450 pairs done |
| 2026-04-09 08:02:42,258 [INFO] 360/2450 pairs done |
| 2026-04-09 08:02:52,362 [INFO] 370/2450 pairs done |
| 2026-04-09 08:03:02,467 [INFO] 380/2450 pairs done |
| 2026-04-09 08:03:12,572 [INFO] 390/2450 pairs done |
| 2026-04-09 08:03:23,163 [INFO] 400/2450 pairs done |
| 2026-04-09 08:03:33,978 [INFO] 410/2450 pairs done |
| 2026-04-09 08:03:44,765 [INFO] 420/2450 pairs done |
| 2026-04-09 08:03:56,295 [INFO] 430/2450 pairs done |
| 2026-04-09 08:04:07,192 [INFO] 440/2450 pairs done |
| 2026-04-09 08:04:18,491 [INFO] 450/2450 pairs done |
| 2026-04-09 08:04:29,853 [INFO] 460/2450 pairs done |
| 2026-04-09 08:04:40,988 [INFO] 470/2450 pairs done |
| 2026-04-09 08:04:52,285 [INFO] 480/2450 pairs done |
| 2026-04-09 08:05:03,271 [INFO] 490/2450 pairs done |
| 2026-04-09 08:05:14,413 [INFO] 500/2450 pairs done |
| 2026-04-09 08:05:25,394 [INFO] 510/2450 pairs done |
| 2026-04-09 08:05:36,365 [INFO] 520/2450 pairs done |
| 2026-04-09 08:05:47,569 [INFO] 530/2450 pairs done |
| 2026-04-09 08:05:58,923 [INFO] 540/2450 pairs done |
| 2026-04-09 08:06:09,045 [INFO] 550/2450 pairs done |
| 2026-04-09 08:06:19,180 [INFO] 560/2450 pairs done |
| 2026-04-09 08:06:29,364 [INFO] 570/2450 pairs done |
| 2026-04-09 08:06:39,604 [INFO] 580/2450 pairs done |
| 2026-04-09 08:06:49,748 [INFO] 590/2450 pairs done |
| 2026-04-09 08:06:59,746 [INFO] 600/2450 pairs done |
| 2026-04-09 08:07:09,920 [INFO] 610/2450 pairs done |
| 2026-04-09 08:07:19,814 [INFO] 620/2450 pairs done |
| 2026-04-09 08:07:29,620 [INFO] 630/2450 pairs done |
| 2026-04-09 08:07:39,454 [INFO] 640/2450 pairs done |
| 2026-04-09 08:07:49,288 [INFO] 650/2450 pairs done |
| 2026-04-09 08:07:59,193 [INFO] 660/2450 pairs done |
| 2026-04-09 08:08:09,178 [INFO] 670/2450 pairs done |
| 2026-04-09 08:08:19,187 [INFO] 680/2450 pairs done |
| 2026-04-09 08:08:29,495 [INFO] 690/2450 pairs done |
| 2026-04-09 08:08:40,534 [INFO] 700/2450 pairs done |
| 2026-04-09 08:08:51,671 [INFO] 710/2450 pairs done |
| 2026-04-09 08:09:02,810 [INFO] 720/2450 pairs done |
| 2026-04-09 08:09:13,837 [INFO] 730/2450 pairs done |
| 2026-04-09 08:09:24,459 [INFO] 740/2450 pairs done |
| 2026-04-09 08:09:34,399 [INFO] 750/2450 pairs done |
| 2026-04-09 08:09:44,332 [INFO] 760/2450 pairs done |
| 2026-04-09 08:09:54,442 [INFO] 770/2450 pairs done |
| 2026-04-09 08:10:04,450 [INFO] 780/2450 pairs done |
| 2026-04-09 08:10:14,499 [INFO] 790/2450 pairs done |
| 2026-04-09 08:10:24,555 [INFO] 800/2450 pairs done |
| 2026-04-09 08:10:34,776 [INFO] 810/2450 pairs done |
| 2026-04-09 08:10:44,815 [INFO] 820/2450 pairs done |
| 2026-04-09 08:10:54,551 [INFO] 830/2450 pairs done |
| 2026-04-09 08:11:04,364 [INFO] 840/2450 pairs done |
| 2026-04-09 08:11:14,730 [INFO] 850/2450 pairs done |
| 2026-04-09 08:11:25,254 [INFO] 860/2450 pairs done |
| 2026-04-09 08:11:35,214 [INFO] 870/2450 pairs done |
| 2026-04-09 08:11:45,282 [INFO] 880/2450 pairs done |
| 2026-04-09 08:11:55,493 [INFO] 890/2450 pairs done |
| 2026-04-09 08:12:05,422 [INFO] 900/2450 pairs done |
| 2026-04-09 08:12:15,352 [INFO] 910/2450 pairs done |
| 2026-04-09 08:12:25,622 [INFO] 920/2450 pairs done |
| 2026-04-09 08:12:35,630 [INFO] 930/2450 pairs done |
| 2026-04-09 08:12:45,334 [INFO] 940/2450 pairs done |
| 2026-04-09 08:12:55,509 [INFO] 950/2450 pairs done |
| 2026-04-09 08:13:05,649 [INFO] 960/2450 pairs done |
| 2026-04-09 08:13:15,838 [INFO] 970/2450 pairs done |
| 2026-04-09 08:13:25,937 [INFO] 980/2450 pairs done |
| 2026-04-09 08:13:36,669 [INFO] 990/2450 pairs done |
| 2026-04-09 08:13:46,790 [INFO] 1000/2450 pairs done |
| 2026-04-09 08:13:57,080 [INFO] 1010/2450 pairs done |
| 2026-04-09 08:14:07,133 [INFO] 1020/2450 pairs done |
| 2026-04-09 08:14:17,434 [INFO] 1030/2450 pairs done |
| 2026-04-09 08:14:27,586 [INFO] 1040/2450 pairs done |
| 2026-04-09 08:14:37,599 [INFO] 1050/2450 pairs done |
| 2026-04-09 08:14:47,375 [INFO] 1060/2450 pairs done |
| 2026-04-09 08:14:57,362 [INFO] 1070/2450 pairs done |
| 2026-04-09 08:15:07,894 [INFO] 1080/2450 pairs done |
| 2026-04-09 08:15:19,967 [INFO] 1090/2450 pairs done |
| 2026-04-09 08:15:31,308 [INFO] 1100/2450 pairs done |
| 2026-04-09 08:15:42,642 [INFO] 1110/2450 pairs done |
| 2026-04-09 08:15:53,898 [INFO] 1120/2450 pairs done |
| 2026-04-09 08:16:05,576 [INFO] 1130/2450 pairs done |
| 2026-04-09 08:16:16,666 [INFO] 1140/2450 pairs done |
| 2026-04-09 08:16:28,009 [INFO] 1150/2450 pairs done |
| 2026-04-09 08:16:39,029 [INFO] 1160/2450 pairs done |
| 2026-04-09 08:16:50,054 [INFO] 1170/2450 pairs done |
| 2026-04-09 08:17:00,702 [INFO] 1180/2450 pairs done |
| 2026-04-09 08:17:10,712 [INFO] 1190/2450 pairs done |
| 2026-04-09 08:17:20,907 [INFO] 1200/2450 pairs done |
| 2026-04-09 08:17:30,830 [INFO] 1210/2450 pairs done |
| 2026-04-09 08:17:40,753 [INFO] 1220/2450 pairs done |
| 2026-04-09 08:17:50,611 [INFO] 1230/2450 pairs done |
| 2026-04-09 08:18:00,692 [INFO] 1240/2450 pairs done |
| 2026-04-09 08:18:10,858 [INFO] 1250/2450 pairs done |
| 2026-04-09 08:18:21,017 [INFO] 1260/2450 pairs done |
| 2026-04-09 08:18:31,005 [INFO] 1270/2450 pairs done |
| 2026-04-09 08:18:41,798 [INFO] 1280/2450 pairs done |
| 2026-04-09 08:18:53,224 [INFO] 1290/2450 pairs done |
| 2026-04-09 08:19:04,438 [INFO] 1300/2450 pairs done |
| 2026-04-09 08:19:15,588 [INFO] 1310/2450 pairs done |
| 2026-04-09 08:19:27,151 [INFO] 1320/2450 pairs done |
| 2026-04-09 08:19:38,253 [INFO] 1330/2450 pairs done |
| 2026-04-09 08:19:49,410 [INFO] 1340/2450 pairs done |
| 2026-04-09 08:20:00,759 [INFO] 1350/2450 pairs done |
| 2026-04-09 08:20:12,241 [INFO] 1360/2450 pairs done |
| 2026-04-09 08:20:23,678 [INFO] 1370/2450 pairs done |
| 2026-04-09 08:20:34,174 [INFO] 1380/2450 pairs done |
| 2026-04-09 08:20:45,013 [INFO] 1390/2450 pairs done |
| 2026-04-09 08:20:55,374 [INFO] 1400/2450 pairs done |
| 2026-04-09 08:21:06,272 [INFO] 1410/2450 pairs done |
| 2026-04-09 08:21:16,666 [INFO] 1420/2450 pairs done |
| 2026-04-09 08:21:25,529 [INFO] 1430/2450 pairs done |
| 2026-04-09 08:21:34,553 [INFO] 1440/2450 pairs done |
| 2026-04-09 08:21:43,291 [INFO] 1450/2450 pairs done |
| 2026-04-09 08:21:51,927 [INFO] 1460/2450 pairs done |
| 2026-04-09 08:22:00,757 [INFO] 1470/2450 pairs done |
| 2026-04-09 08:22:11,242 [INFO] 1480/2450 pairs done |
| 2026-04-09 08:22:21,200 [INFO] 1490/2450 pairs done |
| 2026-04-09 08:22:31,006 [INFO] 1500/2450 pairs done |
| 2026-04-09 08:22:41,094 [INFO] 1510/2450 pairs done |
| 2026-04-09 08:22:51,095 [INFO] 1520/2450 pairs done |
| 2026-04-09 08:23:01,346 [INFO] 1530/2450 pairs done |
| 2026-04-09 08:23:11,581 [INFO] 1540/2450 pairs done |
| 2026-04-09 08:23:21,561 [INFO] 1550/2450 pairs done |
| 2026-04-09 08:23:31,785 [INFO] 1560/2450 pairs done |
| 2026-04-09 08:23:42,265 [INFO] 1570/2450 pairs done |
| 2026-04-09 08:23:53,921 [INFO] 1580/2450 pairs done |
| 2026-04-09 08:24:05,586 [INFO] 1590/2450 pairs done |
| 2026-04-09 08:24:17,511 [INFO] 1600/2450 pairs done |
| 2026-04-09 08:24:29,543 [INFO] 1610/2450 pairs done |
| 2026-04-09 08:24:41,477 [INFO] 1620/2450 pairs done |
| 2026-04-09 08:24:52,794 [INFO] 1630/2450 pairs done |
| 2026-04-09 08:25:04,431 [INFO] 1640/2450 pairs done |
| 2026-04-09 08:25:16,053 [INFO] 1650/2450 pairs done |
| 2026-04-09 08:25:27,375 [INFO] 1660/2450 pairs done |
| 2026-04-09 08:25:38,238 [INFO] 1670/2450 pairs done |
| 2026-04-09 08:25:48,035 [INFO] 1680/2450 pairs done |
| 2026-04-09 08:25:58,327 [INFO] 1690/2450 pairs done |
| 2026-04-09 08:26:08,694 [INFO] 1700/2450 pairs done |
| 2026-04-09 08:26:19,158 [INFO] 1710/2450 pairs done |
| 2026-04-09 08:26:29,701 [INFO] 1720/2450 pairs done |
| 2026-04-09 08:26:39,925 [INFO] 1730/2450 pairs done |
| 2026-04-09 08:26:50,023 [INFO] 1740/2450 pairs done |
| 2026-04-09 08:27:00,294 [INFO] 1750/2450 pairs done |
| 2026-04-09 08:27:10,498 [INFO] 1760/2450 pairs done |
| 2026-04-09 08:27:20,569 [INFO] 1770/2450 pairs done |
| 2026-04-09 08:27:30,607 [INFO] 1780/2450 pairs done |
| 2026-04-09 08:27:40,563 [INFO] 1790/2450 pairs done |
| 2026-04-09 08:27:50,597 [INFO] 1800/2450 pairs done |
| 2026-04-09 08:28:00,664 [INFO] 1810/2450 pairs done |
| 2026-04-09 08:28:11,064 [INFO] 1820/2450 pairs done |
| 2026-04-09 08:28:21,788 [INFO] 1830/2450 pairs done |
| 2026-04-09 08:28:32,376 [INFO] 1840/2450 pairs done |
| 2026-04-09 08:28:43,375 [INFO] 1850/2450 pairs done |
| 2026-04-09 08:28:54,597 [INFO] 1860/2450 pairs done |
| 2026-04-09 08:29:04,919 [INFO] 1870/2450 pairs done |
| 2026-04-09 08:29:15,026 [INFO] 1880/2450 pairs done |
| 2026-04-09 08:29:25,284 [INFO] 1890/2450 pairs done |
| 2026-04-09 08:29:35,430 [INFO] 1900/2450 pairs done |
| 2026-04-09 08:29:45,494 [INFO] 1910/2450 pairs done |
| 2026-04-09 08:29:55,888 [INFO] 1920/2450 pairs done |
| 2026-04-09 08:30:06,495 [INFO] 1930/2450 pairs done |
| 2026-04-09 08:30:17,632 [INFO] 1940/2450 pairs done |
| 2026-04-09 08:30:28,867 [INFO] 1950/2450 pairs done |
| 2026-04-09 08:30:40,216 [INFO] 1960/2450 pairs done |
| 2026-04-09 08:30:51,495 [INFO] 1970/2450 pairs done |
| 2026-04-09 08:31:02,155 [INFO] 1980/2450 pairs done |
| 2026-04-09 08:31:12,843 [INFO] 1990/2450 pairs done |
| 2026-04-09 08:31:23,135 [INFO] 2000/2450 pairs done |
| 2026-04-09 08:31:34,076 [INFO] 2010/2450 pairs done |
| 2026-04-09 08:31:45,519 [INFO] 2020/2450 pairs done |
| 2026-04-09 08:31:57,308 [INFO] 2030/2450 pairs done |
| 2026-04-09 08:32:09,412 [INFO] 2040/2450 pairs done |
| 2026-04-09 08:32:21,486 [INFO] 2050/2450 pairs done |
| 2026-04-09 08:32:33,598 [INFO] 2060/2450 pairs done |
| 2026-04-09 08:32:45,093 [INFO] 2070/2450 pairs done |
| 2026-04-09 08:32:56,894 [INFO] 2080/2450 pairs done |
| 2026-04-09 08:33:08,379 [INFO] 2090/2450 pairs done |
| 2026-04-09 08:33:19,537 [INFO] 2100/2450 pairs done |
| 2026-04-09 08:33:30,180 [INFO] 2110/2450 pairs done |
| 2026-04-09 08:33:40,177 [INFO] 2120/2450 pairs done |
| 2026-04-09 08:33:50,269 [INFO] 2130/2450 pairs done |
| 2026-04-09 08:34:00,303 [INFO] 2140/2450 pairs done |
| 2026-04-09 08:34:10,265 [INFO] 2150/2450 pairs done |
| 2026-04-09 08:34:20,837 [INFO] 2160/2450 pairs done |
| 2026-04-09 08:34:32,528 [INFO] 2170/2450 pairs done |
| 2026-04-09 08:34:44,074 [INFO] 2180/2450 pairs done |
| 2026-04-09 08:34:55,768 [INFO] 2190/2450 pairs done |
| 2026-04-09 08:35:07,035 [INFO] 2200/2450 pairs done |
|
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