Task 14190849
| Name | ParityModified-1647039919-12983-3-0_0 |
| Workunit | 11252006 |
| Created | 1 Apr 2022, 11:24:16 UTC |
| Sent | 8 Apr 2022, 8:12:38 UTC |
| Report deadline | 16 Apr 2022, 8:12:38 UTC |
| Received | 8 Apr 2022, 11:56:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 28641 |
| Run time | 1 hours 26 min 20 sec |
| CPU time | 1 hours 24 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.031092 | val_loss: 0.0311375 | Time: 2615.47 ms [2022-04-08 03:33:50 main:574] : INFO : Epoch 1543 | loss: 0.0310921 | val_loss: 0.031135 | Time: 2626.98 ms [2022-04-08 03:33:52 main:574] : INFO : Epoch 1544 | loss: 0.0310923 | val_loss: 0.0311375 | Time: 2628.76 ms [2022-04-08 03:33:55 main:574] : INFO : Epoch 1545 | loss: 0.0310922 | val_loss: 0.0311392 | Time: 2569.64 ms [2022-04-08 03:33:57 main:574] : INFO : Epoch 1546 | loss: 0.0310923 | val_loss: 0.0311387 | Time: 2596.19 ms [2022-04-08 03:34:00 main:574] : INFO : Epoch 1547 | loss: 0.0310919 | val_loss: 0.0311412 | Time: 2711.85 ms [2022-04-08 03:34:03 main:574] : INFO : Epoch 1548 | loss: 0.0310955 | val_loss: 0.0311332 | Time: 2653.97 ms [2022-04-08 03:34:05 main:574] : INFO : Epoch 1549 | loss: 0.0310912 | val_loss: 0.0311361 | Time: 2618.65 ms [2022-04-08 03:34:08 main:574] : INFO : Epoch 1550 | loss: 0.0310881 | val_loss: 0.031137 | Time: 2601.93 ms [2022-04-08 03:34:11 main:574] : INFO : Epoch 1551 | loss: 0.0310952 | val_loss: 0.0311352 | Time: 2699.15 ms [2022-04-08 03:34:13 main:574] : INFO : Epoch 1552 | loss: 0.0310933 | val_loss: 0.0311402 | Time: 2664.24 ms [2022-04-08 03:34:16 main:574] : INFO : Epoch 1553 | loss: 0.0310901 | val_loss: 0.0311387 | Time: 2637.74 ms [2022-04-08 03:34:19 main:574] : INFO : Epoch 1554 | loss: 0.0310948 | val_loss: 0.0311377 | Time: 2613.08 ms [2022-04-08 03:34:21 main:574] : INFO : Epoch 1555 | loss: 0.0310953 | val_loss: 0.0311439 | Time: 2645.78 ms [2022-04-08 03:34:24 main:574] : INFO : Epoch 1556 | loss: 0.0311049 | val_loss: 0.0311443 | Time: 2668.44 ms [2022-04-08 03:34:27 main:574] : INFO : Epoch 1557 | loss: 0.0311127 | val_loss: 0.0311405 | Time: 2601.79 ms [2022-04-08 03:34:29 main:574] : INFO : Epoch 1558 | loss: 0.0311127 | val_loss: 0.0311358 | Time: 2667.16 ms [2022-04-08 03:34:32 main:574] : INFO : Epoch 1559 | loss: 0.0311079 | val_loss: 0.0311343 | Time: 2624.61 ms [2022-04-08 03:34:35 main:574] : INFO : Epoch 1560 | loss: 0.0311041 | val_loss: 0.0311305 | Time: 2628.41 ms [2022-04-08 03:34:37 main:574] : INFO : Epoch 1561 | loss: 0.0311011 | val_loss: 0.0311312 | Time: 2603.7 ms [2022-04-08 03:34:40 main:574] : INFO : Epoch 1562 | loss: 0.0311004 | val_loss: 0.0311341 | Time: 2727.87 ms [2022-04-08 03:34:42 main:574] : INFO : Epoch 1563 | loss: 0.0311038 | val_loss: 0.0311367 | Time: 2610.64 ms [2022-04-08 03:34:45 main:574] : INFO : Epoch 1564 | loss: 0.0310999 | val_loss: 0.0311363 | Time: 2690.33 ms [2022-04-08 03:34:48 main:574] : INFO : Epoch 1565 | loss: 0.0310967 | val_loss: 0.0311383 | Time: 2635.59 ms [2022-04-08 03:34:50 main:574] : INFO : Epoch 1566 | loss: 0.0310968 | val_loss: 0.0311314 | Time: 2672.6 ms [2022-04-08 03:34:53 main:574] : INFO : Epoch 1567 | loss: 0.0310933 | val_loss: 0.0311318 | Time: 2638.15 ms [2022-04-08 03:34:56 main:574] : INFO : Epoch 1568 | loss: 0.0310958 | val_loss: 0.031133 | Time: 2649.44 ms [2022-04-08 03:34:58 main:574] : INFO : Epoch 1569 | loss: 0.0310952 | val_loss: 0.0311375 | Time: 2644.33 ms [2022-04-08 03:35:01 main:574] : INFO : Epoch 1570 | loss: 0.0310936 | val_loss: 0.0311361 | Time: 2671.29 ms [2022-04-08 03:35:04 main:574] : INFO : Epoch 1571 | loss: 0.0310951 | val_loss: 0.0311307 | Time: 2610.37 ms [2022-04-08 03:35:06 main:574] : INFO : Epoch 1572 | loss: 0.0310945 | val_loss: 0.0311292 | Time: 2646.44 ms [2022-04-08 03:35:09 main:574] : INFO : Epoch 1573 | loss: 0.0310918 | val_loss: 0.0311362 | Time: 2597.51 ms [2022-04-08 03:35:12 main:574] : INFO : Epoch 1574 | loss: 0.0310954 | val_loss: 0.0311346 | Time: 2697.39 ms [2022-04-08 03:35:14 main:574] : INFO : Epoch 1575 | loss: 0.0310995 | val_loss: 0.0311368 | Time: 2627.8 ms [2022-04-08 03:35:17 main:574] : INFO : Epoch 1576 | loss: 0.031098 | val_loss: 0.0311338 | Time: 2571.02 ms [2022-04-08 03:35:20 main:574] : INFO : Epoch 1577 | loss: 0.0310999 | val_loss: 0.031132 | Time: 2647.97 ms [2022-04-08 03:35:22 main:574] : INFO : Epoch 1578 | loss: 0.031096 | val_loss: 0.0311283 | Time: 2603.66 ms [2022-04-08 03:35:25 main:574] : INFO : Epoch 1579 | loss: 0.0310962 | val_loss: 0.0311344 | Time: 2684.83 ms [2022-04-08 03:35:27 main:574] : INFO : Epoch 1580 | loss: 0.0311132 | val_loss: 0.0311334 | Time: 2606.24 ms [2022-04-08 03:35:30 main:574] : INFO : Epoch 1581 | loss: 0.031107 | val_loss: 0.0311395 | Time: 2663.42 ms [2022-04-08 03:35:33 main:574] : INFO : Epoch 1582 | loss: 0.0311092 | val_loss: 0.0311398 | Time: 2723.44 ms [2022-04-08 03:35:35 main:574] : INFO : Epoch 1583 | loss: 0.0311075 | val_loss: 0.0311361 | Time: 2670.33 ms [2022-04-08 03:35:38 main:574] : INFO : Epoch 1584 | loss: 0.0311088 | val_loss: 0.0311345 | Time: 2597.71 ms [2022-04-08 03:35:41 main:574] : INFO : Epoch 1585 | loss: 0.0311014 | val_loss: 0.0311336 | Time: 2686.73 ms [2022-04-08 03:35:43 main:574] : INFO : Epoch 1586 | loss: 0.0311005 | val_loss: 0.0311364 | Time: 2607.45 ms [2022-04-08 03:35:46 main:574] : INFO : Epoch 1587 | loss: 0.0310998 | val_loss: 0.031131 | Time: 2590.84 ms [2022-04-08 03:35:49 main:574] : INFO : Epoch 1588 | loss: 0.0310978 | val_loss: 0.0311367 | Time: 2576.82 ms [2022-04-08 03:35:51 main:574] : INFO : Epoch 1589 | loss: 0.031096 | val_loss: 0.0311289 | Time: 2578.13 ms [2022-04-08 03:35:54 main:574] : INFO : Epoch 1590 | loss: 0.0310953 | val_loss: 0.0311322 | Time: 2686.86 ms [2022-04-08 03:35:56 main:574] : INFO : Epoch 1591 | loss: 0.0310928 | val_loss: 0.0311344 | Time: 2665.17 ms [2022-04-08 03:35:59 main:574] : INFO : Epoch 1592 | loss: 0.031095 | val_loss: 0.0311351 | Time: 2631.02 ms [2022-04-08 03:36:02 main:574] : INFO : Epoch 1593 | loss: 0.0310962 | val_loss: 0.0311312 | Time: 2693.28 ms [2022-04-08 03:36:04 main:574] : INFO : Epoch 1594 | loss: 0.0310936 | val_loss: 0.0311312 | Time: 2607.54 ms [2022-04-08 03:36:07 main:574] : INFO : Epoch 1595 | loss: 0.0310925 | val_loss: 0.0311373 | Time: 2652.21 ms [2022-04-08 03:36:10 main:574] : INFO : Epoch 1596 | loss: 0.0310925 | val_loss: 0.0311305 | Time: 2597.61 ms [2022-04-08 03:36:12 main:574] : INFO : Epoch 1597 | loss: 0.0310894 | val_loss: 0.0311319 | Time: 2632.16 ms [2022-04-08 03:36:15 main:574] : INFO : Epoch 1598 | loss: 0.0310989 | val_loss: 0.0311603 | Time: 2622.01 ms [2022-04-08 03:36:18 main:574] : INFO : Epoch 1599 | loss: 0.0311361 | val_loss: 0.0311436 | Time: 2656.93 ms [2022-04-08 03:36:20 main:574] : INFO : Epoch 1600 | loss: 0.0311107 | val_loss: 0.0311339 | Time: 2700.3 ms [2022-04-08 03:36:23 main:574] : INFO : Epoch 1601 | loss: 0.0311082 | val_loss: 0.0311289 | Time: 2582.49 ms [2022-04-08 03:36:25 main:574] : INFO : Epoch 1602 | loss: 0.0311041 | val_loss: 0.0311339 | Time: 2599.03 ms [2022-04-08 03:36:28 main:574] : INFO : Epoch 1603 | loss: 0.0311002 | val_loss: 0.0311293 | Time: 2676.37 ms [2022-04-08 03:36:31 main:574] : INFO : Epoch 1604 | loss: 0.0310984 | val_loss: 0.0311314 | Time: 2640.65 ms [2022-04-08 03:36:33 main:574] : INFO : Epoch 1605 | loss: 0.0310972 | val_loss: 0.0311279 | Time: 2602.37 ms [2022-04-08 03:36:36 main:574] : INFO : Epoch 1606 | loss: 0.031095 | val_loss: 0.0311312 | Time: 2643.04 ms [2022-04-08 03:36:39 main:574] : INFO : Epoch 1607 | loss: 0.0310957 | val_loss: 0.0311302 | Time: 2649.23 ms [2022-04-08 03:36:41 main:574] : INFO : Epoch 1608 | loss: 0.0310968 | val_loss: 0.0311332 | Time: 2659.84 ms [2022-04-08 03:36:44 main:574] : INFO : Epoch 1609 | loss: 0.0310928 | val_loss: 0.0311313 | Time: 2741.18 ms [2022-04-08 03:36:47 main:574] : INFO : Epoch 1610 | loss: 0.0310969 | val_loss: 0.0311326 | Time: 2620.2 ms [2022-04-08 03:36:49 main:574] : INFO : Epoch 1611 | loss: 0.0310973 | val_loss: 0.0311336 | Time: 2639.03 ms [2022-04-08 03:36:52 main:574] : INFO : Epoch 1612 | loss: 0.0310995 | val_loss: 0.031131 | Time: 2658.52 ms [2022-04-08 03:36:55 main:574] : INFO : Epoch 1613 | loss: 0.0311008 | val_loss: 0.0311249 | Time: 2580.99 ms [2022-04-08 03:36:57 main:574] : INFO : Epoch 1614 | loss: 0.031099 | val_loss: 0.0311336 | Time: 2730.13 ms [2022-04-08 03:37:00 main:574] : INFO : Epoch 1615 | loss: 0.0310986 | val_loss: 0.0311365 | Time: 2615.87 ms [2022-04-08 03:37:03 main:574] : INFO : Epoch 1616 | loss: 0.0310943 | val_loss: 0.0311306 | Time: 2661.95 ms [2022-04-08 03:37:05 main:574] : INFO : Epoch 1617 | loss: 0.0310944 | val_loss: 0.0311313 | Time: 2678.37 ms [2022-04-08 03:37:08 main:574] : INFO : Epoch 1618 | loss: 0.0310928 | val_loss: 0.0311274 | Time: 2678.64 ms [2022-04-08 03:37:11 main:574] : INFO : Epoch 1619 | loss: 0.0310911 | val_loss: 0.0311283 | Time: 2629.41 ms [2022-04-08 03:37:13 main:574] : INFO : Epoch 1620 | loss: 0.0310903 | val_loss: 0.0311319 | Time: 2677.61 ms [2022-04-08 03:37:16 main:574] : INFO : Epoch 1621 | loss: 0.0310875 | val_loss: 0.0311375 | Time: 2601.33 ms [2022-04-08 03:37:19 main:574] : INFO : Epoch 1622 | loss: 0.0310901 | val_loss: 0.0311348 | Time: 2669.2 ms [2022-04-08 03:37:21 main:574] : INFO : Epoch 1623 | loss: 0.03109 | val_loss: 0.0311295 | Time: 2622.47 ms [2022-04-08 03:37:24 main:574] : INFO : Epoch 1624 | loss: 0.0310946 | val_loss: 0.0311406 | Time: 2582.58 ms [2022-04-08 03:37:26 main:574] : INFO : Epoch 1625 | loss: 0.031099 | val_loss: 0.0311315 | Time: 2652.53 ms [2022-04-08 03:37:29 main:574] : INFO : Epoch 1626 | loss: 0.0310929 | val_loss: 0.0311278 | Time: 2728.88 ms [2022-04-08 03:37:32 main:574] : INFO : Epoch 1627 | loss: 0.0310908 | val_loss: 0.0311341 | Time: 2608.46 ms [2022-04-08 03:37:34 main:574] : INFO : Epoch 1628 | loss: 0.0310894 | val_loss: 0.0311307 | Time: 2616.51 ms [2022-04-08 03:37:37 main:574] : INFO : Epoch 1629 | loss: 0.0310869 | val_loss: 0.0311347 | Time: 2644.49 ms [2022-04-08 03:37:40 main:574] : INFO : Epoch 1630 | loss: 0.0310884 | val_loss: 0.0311344 | Time: 2648.25 ms [2022-04-08 03:37:42 main:574] : INFO : Epoch 1631 | loss: 0.0310879 | val_loss: 0.0311326 | Time: 2639.21 ms [2022-04-08 03:37:45 main:574] : INFO : Epoch 1632 | loss: 0.0310973 | val_loss: 0.0311276 | Time: 2646.58 ms [2022-04-08 03:37:48 main:574] : INFO : Epoch 1633 | loss: 0.0310909 | val_loss: 0.0311318 | Time: 2674.09 ms [2022-04-08 03:37:50 main:574] : INFO : Epoch 1634 | loss: 0.0310982 | val_loss: 0.0311398 | Time: 2594.6 ms [2022-04-08 03:37:53 main:574] : INFO : Epoch 1635 | loss: 0.0310995 | val_loss: 0.0311348 | Time: 2615.03 ms [2022-04-08 03:37:56 main:574] : INFO : Epoch 1636 | loss: 0.0310915 | val_loss: 0.0311248 | Time: 2656.79 ms [2022-04-08 03:37:58 main:574] : INFO : Epoch 1637 | loss: 0.0310918 | val_loss: 0.0311317 | Time: 2615.63 ms [2022-04-08 03:38:01 main:574] : INFO : Epoch 1638 | loss: 0.0310905 | val_loss: 0.0311312 | Time: 2688.16 ms [2022-04-08 03:38:03 main:574] : INFO : Epoch 1639 | loss: 0.0310982 | val_loss: 0.0311331 | Time: 2610.73 ms [2022-04-08 03:38:06 main:574] : INFO : Epoch 1640 | loss: 0.0310974 | val_loss: 0.0311345 | Time: 2665.89 ms [2022-04-08 03:38:09 main:574] : INFO : Epoch 1641 | loss: 0.0310946 | val_loss: 0.0311383 | Time: 2588.59 ms [2022-04-08 03:38:11 main:574] : INFO : Epoch 1642 | loss: 0.0310903 | val_loss: 0.0311247 | Time: 2655.85 ms [2022-04-08 03:38:14 main:574] : INFO : Epoch 1643 | loss: 0.0310884 | val_loss: 0.0311348 | Time: 2633.9 ms [2022-04-08 03:38:17 main:574] : INFO : Epoch 1644 | loss: 0.0310877 | val_loss: 0.0311299 | Time: 2582.07 ms [2022-04-08 03:38:19 main:574] : INFO : Epoch 1645 | loss: 0.0310862 | val_loss: 0.0311268 | Time: 2625.21 ms [2022-04-08 03:38:22 main:574] : INFO : Epoch 1646 | loss: 0.0310852 | val_loss: 0.0311355 | Time: 2610.58 ms [2022-04-08 03:38:24 main:574] : INFO : Epoch 1647 | loss: 0.0310859 | val_loss: 0.0311254 | Time: 2630.11 ms [2022-04-08 03:38:27 main:574] : INFO : Epoch 1648 | loss: 0.0310861 | val_loss: 0.0311313 | Time: 2603.01 ms [2022-04-08 03:38:30 main:574] : INFO : Epoch 1649 | loss: 0.0310863 | val_loss: 0.0311321 | Time: 2657.02 ms [2022-04-08 03:38:32 main:574] : INFO : Epoch 1650 | loss: 0.0310851 | val_loss: 0.0311289 | Time: 2627.34 ms [2022-04-08 03:38:35 main:574] : INFO : Epoch 1651 | loss: 0.0310884 | val_loss: 0.0311259 | Time: 2623.63 ms [2022-04-08 03:38:38 main:574] : INFO : Epoch 1652 | loss: 0.0310884 | val_loss: 0.0311272 | Time: 2626.37 ms [2022-04-08 03:38:40 main:574] : INFO : Epoch 1653 | loss: 0.0310867 | val_loss: 0.0311262 | Time: 2634.77 ms [2022-04-08 03:38:43 main:574] : INFO : Epoch 1654 | loss: 0.0310841 | val_loss: 0.0311296 | Time: 2752.57 ms [2022-04-08 03:38:46 main:574] : INFO : Epoch 1655 | loss: 0.0310855 | val_loss: 0.0311283 | Time: 2569.28 ms [2022-04-08 03:38:48 main:574] : INFO : Epoch 1656 | loss: 0.0310866 | val_loss: 0.031123 | Time: 2646.75 ms [2022-04-08 03:38:51 main:574] : INFO : Epoch 1657 | loss: 0.0310873 | val_loss: 0.0311253 | Time: 2733.55 ms [2022-04-08 03:38:54 main:574] : INFO : Epoch 1658 | loss: 0.031087 | val_loss: 0.0311325 | Time: 2616.3 ms [2022-04-08 03:38:56 main:574] : INFO : Epoch 1659 | loss: 0.0310895 | val_loss: 0.0311338 | Time: 2614.9 ms [2022-04-08 03:38:59 main:574] : INFO : Epoch 1660 | loss: 0.0310897 | val_loss: 0.0311306 | Time: 2635.62 ms [2022-04-08 03:39:01 main:574] : INFO : Epoch 1661 | loss: 0.0310854 | val_loss: 0.0311292 | Time: 2619.96 ms [2022-04-08 03:39:04 main:574] : INFO : Epoch 1662 | loss: 0.0310823 | val_loss: 0.031123 | Time: 2639.73 ms [2022-04-08 03:39:07 main:574] : INFO : Epoch 1663 | loss: 0.0310802 | val_loss: 0.031128 | Time: 2619.51 ms [2022-04-08 03:39:09 main:574] : INFO : Epoch 1664 | loss: 0.0310815 | val_loss: 0.0311228 | Time: 2620.27 ms [2022-04-08 03:39:12 main:574] : INFO : Epoch 1665 | loss: 0.0310808 | val_loss: 0.0311255 | Time: 2675.9 ms [2022-04-08 03:39:15 main:574] : INFO : Epoch 1666 | loss: 0.0310812 | val_loss: 0.0311315 | Time: 2608.72 ms [2022-04-08 03:39:17 main:574] : INFO : Epoch 1667 | loss: 0.0310802 | val_loss: 0.0311257 | Time: 2633.78 ms [2022-04-08 03:39:20 main:574] : INFO : Epoch 1668 | loss: 0.031085 | val_loss: 0.0311231 | Time: 2624.05 ms [2022-04-08 03:39:23 main:574] : INFO : Epoch 1669 | loss: 0.0310803 | val_loss: 0.0311247 | Time: 2660.22 ms [2022-04-08 03:39:25 main:574] : INFO : Epoch 1670 | loss: 0.031082 | val_loss: 0.0311288 | Time: 2606.69 ms [2022-04-08 03:39:28 main:574] : INFO : Epoch 1671 | loss: 0.031081 | val_loss: 0.0311248 | Time: 2626.6 ms [2022-04-08 03:39:30 main:574] : INFO : Epoch 1672 | loss: 0.0310833 | val_loss: 0.0311251 | Time: 2654.14 ms [2022-04-08 03:39:33 main:574] : INFO : Epoch 1673 | loss: 0.0310876 | val_loss: 0.0311221 | Time: 2651.45 ms [2022-04-08 03:39:36 main:574] : INFO : Epoch 1674 | loss: 0.0310874 | val_loss: 0.0311269 | Time: 2668.17 ms [2022-04-08 03:39:38 main:574] : INFO : Epoch 1675 | loss: 0.0310874 | val_loss: 0.0311318 | Time: 2652.38 ms [2022-04-08 03:39:41 main:574] : INFO : Epoch 1676 | loss: 0.0310876 | val_loss: 0.0311283 | Time: 2679.31 ms [2022-04-08 03:39:44 main:574] : INFO : Epoch 1677 | loss: 0.0310841 | val_loss: 0.0311306 | Time: 2699.28 ms [2022-04-08 03:39:46 main:574] : INFO : Epoch 1678 | loss: 0.0310843 | val_loss: 0.0311307 | Time: 2577.52 ms [2022-04-08 03:39:49 main:574] : INFO : Epoch 1679 | loss: 0.031084 | val_loss: 0.0311267 | Time: 2671.12 ms [2022-04-08 03:39:52 main:574] : INFO : Epoch 1680 | loss: 0.0310846 | val_loss: 0.031134 | Time: 2616.91 ms [2022-04-08 03:39:54 main:574] : INFO : Epoch 1681 | loss: 0.0310835 | val_loss: 0.0311296 | Time: 2638.93 ms [2022-04-08 03:39:57 main:574] : INFO : Epoch 1682 | loss: 0.0310848 | val_loss: 0.0311335 | Time: 2704.03 ms [2022-04-08 03:40:00 main:574] : INFO : Epoch 1683 | loss: 0.0310886 | val_loss: 0.0311236 | Time: 2631.56 ms [2022-04-08 03:40:02 main:574] : INFO : Epoch 1684 | loss: 0.0310882 | val_loss: 0.0311402 | Time: 2609.3 ms [2022-04-08 03:40:05 main:574] : INFO : Epoch 1685 | loss: 0.0311004 | val_loss: 0.0311405 | Time: 2637.54 ms [2022-04-08 03:40:08 main:574] : INFO : Epoch 1686 | loss: 0.0311263 | val_loss: 0.0311351 | Time: 2706.01 ms [2022-04-08 03:40:10 main:574] : INFO : Epoch 1687 | loss: 0.0311191 | val_loss: 0.0311315 | Time: 2646.95 ms [2022-04-08 03:40:13 main:574] : INFO : Epoch 1688 | loss: 0.0311099 | val_loss: 0.0311286 | Time: 2649.2 ms [2022-04-08 03:40:16 main:574] : INFO : Epoch 1689 | loss: 0.0311067 | val_loss: 0.0311314 | Time: 2606.49 ms [2022-04-08 03:40:18 main:574] : INFO : Epoch 1690 | loss: 0.0311045 | val_loss: 0.0311304 | Time: 2623.74 ms [2022-04-08 03:40:21 main:574] : INFO : Epoch 1691 | loss: 0.0311022 | val_loss: 0.0311288 | Time: 2630.84 ms [2022-04-08 03:40:23 main:574] : INFO : Epoch 1692 | loss: 0.0311 | val_loss: 0.0311296 | Time: 2641.08 ms [2022-04-08 03:40:26 main:574] : INFO : Epoch 1693 | loss: 0.0311002 | val_loss: 0.0311308 | Time: 2700.86 ms [2022-04-08 03:40:29 main:574] : INFO : Epoch 1694 | loss: 0.0310959 | val_loss: 0.0311269 | Time: 2671.03 ms [2022-04-08 03:40:31 main:574] : INFO : Epoch 1695 | loss: 0.0310951 | val_loss: 0.0311273 | Time: 2568.29 ms [2022-04-08 03:40:34 main:574] : INFO : Epoch 1696 | loss: 0.0310963 | val_loss: 0.0311295 | Time: 2643.82 ms [2022-04-08 03:40:37 main:574] : INFO : Epoch 1697 | loss: 0.0310924 | val_loss: 0.0311327 | Time: 2614.33 ms [2022-04-08 03:40:39 main:574] : INFO : Epoch 1698 | loss: 0.031093 | val_loss: 0.0311283 | Time: 2605.67 ms [2022-04-08 03:40:42 main:574] : INFO : Epoch 1699 | loss: 0.0310937 | val_loss: 0.0311269 | Time: 2616.43 ms [2022-04-08 03:40:45 main:574] : INFO : Epoch 1700 | loss: 0.031092 | val_loss: 0.0311317 | Time: 2662.01 ms [2022-04-08 03:40:47 main:574] : INFO : Epoch 1701 | loss: 0.0310914 | val_loss: 0.0311288 | Time: 2606.1 ms [2022-04-08 03:40:50 main:574] : INFO : Epoch 1702 | loss: 0.0311187 | val_loss: 0.0311471 | Time: 2636.95 ms [2022-04-08 03:40:52 main:574] : INFO : Epoch 1703 | loss: 0.0311192 | val_loss: 0.0311387 | Time: 2683.15 ms [2022-04-08 03:40:55 main:574] : INFO : Epoch 1704 | loss: 0.0311356 | val_loss: 0.0311576 | Time: 2602.33 ms [2022-04-08 03:40:58 main:574] : INFO : Epoch 1705 | loss: 0.0311527 | val_loss: 0.0311597 | Time: 2689.49 ms [2022-04-08 03:41:00 main:574] : INFO : Epoch 1706 | loss: 0.0311489 | val_loss: 0.0311542 | Time: 2637.04 ms [2022-04-08 03:41:03 main:574] : INFO : Epoch 1707 | loss: 0.0311452 | val_loss: 0.0311521 | Time: 2592.38 ms [2022-04-08 03:41:06 main:574] : INFO : Epoch 1708 | loss: 0.0311421 | val_loss: 0.0311526 | Time: 2600.51 ms [2022-04-08 03:41:08 main:574] : INFO : Epoch 1709 | loss: 0.0311414 | val_loss: 0.0311538 | Time: 2556.63 ms [2022-04-08 03:41:11 main:574] : INFO : Epoch 1710 | loss: 0.0311405 | val_loss: 0.0311588 | Time: 2674.23 ms [2022-04-08 03:41:14 main:574] : INFO : Epoch 1711 | loss: 0.0311375 | val_loss: 0.0311511 | Time: 2696.51 ms [2022-04-08 03:41:16 main:574] : INFO : Epoch 1712 | loss: 0.0311332 | val_loss: 0.0311516 | Time: 2634.35 ms [2022-04-08 03:41:19 main:574] : INFO : Epoch 1713 | loss: 0.0311312 | val_loss: 0.0311474 | Time: 2690.61 ms [2022-04-08 03:41:21 main:574] : INFO : Epoch 1714 | loss: 0.0311299 | val_loss: 0.0311491 | Time: 2648.48 ms [2022-04-08 03:41:24 main:574] : INFO : Epoch 1715 | loss: 0.0311274 | val_loss: 0.0311472 | Time: 2688.88 ms [2022-04-08 03:41:27 main:574] : INFO : Epoch 1716 | loss: 0.031127 | val_loss: 0.0311435 | Time: 2694.05 ms [2022-04-08 03:41:30 main:574] : INFO : Epoch 1717 | loss: 0.0311271 | val_loss: 0.0311479 | Time: 2643.68 ms [2022-04-08 03:41:32 main:574] : INFO : Epoch 1718 | loss: 0.0311283 | val_loss: 0.0311492 | Time: 2617.04 ms [2022-04-08 03:41:35 main:574] : INFO : Epoch 1719 | loss: 0.0311314 | val_loss: 0.0311478 | Time: 2619.82 ms [2022-04-08 03:41:37 main:574] : INFO : Epoch 1720 | loss: 0.0311356 | val_loss: 0.0311528 | Time: 2685.09 ms [2022-04-08 03:41:40 main:574] : INFO : Epoch 1721 | loss: 0.0311342 | val_loss: 0.0311486 | Time: 2695.33 ms [2022-04-08 03:41:43 main:574] : INFO : Epoch 1722 | loss: 0.0311304 | val_loss: 0.0311452 | Time: 2691.16 ms [2022-04-08 03:41:45 main:574] : INFO : Epoch 1723 | loss: 0.0311261 | val_loss: 0.0311425 | Time: 2580.79 ms [2022-04-08 03:41:48 main:574] : INFO : Epoch 1724 | loss: 0.0311227 | val_loss: 0.031142 | Time: 2685.72 ms [2022-04-08 03:41:51 main:574] : INFO : Epoch 1725 | loss: 0.0311239 | val_loss: 0.0311419 | Time: 2615.07 ms [2022-04-08 03:41:53 main:574] : INFO : Epoch 1726 | loss: 0.0311357 | val_loss: 0.0311538 | Time: 2721.63 ms [2022-04-08 03:41:56 main:574] : INFO : Epoch 1727 | loss: 0.0311432 | val_loss: 0.031152 | Time: 2666.51 ms [2022-04-08 03:41:59 main:574] : INFO : Epoch 1728 | loss: 0.0311348 | val_loss: 0.0311442 | Time: 2606.14 ms [2022-04-08 03:42:01 main:574] : INFO : Epoch 1729 | loss: 0.0311329 | val_loss: 0.0311473 | Time: 2621.54 ms [2022-04-08 03:42:04 main:574] : INFO : Epoch 1730 | loss: 0.0311264 | val_loss: 0.0311438 | Time: 2656.77 ms [2022-04-08 03:42:07 main:574] : INFO : Epoch 1731 | loss: 0.031123 | val_loss: 0.031142 | Time: 2660.09 ms [2022-04-08 03:42:09 main:574] : INFO : Epoch 1732 | loss: 0.0311197 | val_loss: 0.0311407 | Time: 2646.1 ms [2022-04-08 03:42:12 main:574] : INFO : Epoch 1733 | loss: 0.0311181 | val_loss: 0.031144 | Time: 2680.5 ms [2022-04-08 03:42:15 main:574] : INFO : Epoch 1734 | loss: 0.0311212 | val_loss: 0.0311417 | Time: 2651.88 ms [2022-04-08 03:42:17 main:574] : INFO : Epoch 1735 | loss: 0.0311193 | val_loss: 0.0311444 | Time: 2667.64 ms [2022-04-08 03:42:20 main:574] : INFO : Epoch 1736 | loss: 0.0311159 | val_loss: 0.0311457 | Time: 2605.61 ms [2022-04-08 03:42:23 main:574] : INFO : Epoch 1737 | loss: 0.0311147 | val_loss: 0.0311436 | Time: 2612.82 ms [2022-04-08 03:42:25 main:574] : INFO : Epoch 1738 | loss: 0.0311128 | val_loss: 0.0311446 | Time: 2608.13 ms [2022-04-08 03:42:28 main:574] : INFO : Epoch 1739 | loss: 0.0311107 | val_loss: 0.0311448 | Time: 2652.6 ms [2022-04-08 03:42:30 main:574] : INFO : Epoch 1740 | loss: 0.0311083 | val_loss: 0.0311498 | Time: 2629.58 ms [2022-04-08 03:42:33 main:574] : INFO : Epoch 1741 | loss: 0.0311089 | val_loss: 0.0311442 | Time: 2603.44 ms [2022-04-08 03:42:36 main:574] : INFO : Epoch 1742 | loss: 0.0311091 | val_loss: 0.0311471 | Time: 2734.5 ms [2022-04-08 03:42:38 main:574] : INFO : Epoch 1743 | loss: 0.031107 | val_loss: 0.0311462 | Time: 2647.84 ms [2022-04-08 03:42:41 main:574] : INFO : Epoch 1744 | loss: 0.0311075 | val_loss: 0.0311437 | Time: 2669.4 ms [2022-04-08 03:42:44 main:574] : INFO : Epoch 1745 | loss: 0.0311056 | val_loss: 0.0311513 | Time: 2600.07 ms [2022-04-08 03:42:46 main:574] : INFO : Epoch 1746 | loss: 0.0311072 | val_loss: 0.0311483 | Time: 2655.06 ms [2022-04-08 03:42:49 main:574] : INFO : Epoch 1747 | loss: 0.0311076 | val_loss: 0.0311465 | Time: 2626.48 ms [2022-04-08 03:42:52 main:574] : INFO : Epoch 1748 | loss: 0.0311048 | val_loss: 0.0311386 | Time: 2621.6 ms [2022-04-08 03:42:54 main:574] : INFO : Epoch 1749 | loss: 0.0311042 | val_loss: 0.0311404 | Time: 2631.23 ms [2022-04-08 03:42:57 main:574] : INFO : Epoch 1750 | loss: 0.0311005 | val_loss: 0.0311418 | Time: 2652.61 ms [2022-04-08 03:43:00 main:574] : INFO : Epoch 1751 | loss: 0.0311001 | val_loss: 0.0311443 | Time: 2657.09 ms [2022-04-08 03:43:02 main:574] : INFO : Epoch 1752 | loss: 0.0310982 | val_loss: 0.0311379 | Time: 2612.95 ms [2022-04-08 03:43:05 main:574] : INFO : Epoch 1753 | loss: 0.0311068 | val_loss: 0.0311364 | Time: 2567.64 ms [2022-04-08 03:43:07 main:574] : INFO : Epoch 1754 | loss: 0.0311063 | val_loss: 0.0311379 | Time: 2621.15 ms [2022-04-08 03:43:10 main:574] : INFO : Epoch 1755 | loss: 0.0311086 | val_loss: 0.0311425 | Time: 2577.1 ms [2022-04-08 03:43:13 main:574] : INFO : Epoch 1756 | loss: 0.0311041 | val_loss: 0.0311373 | Time: 2759.36 ms [2022-04-08 03:43:15 main:574] : INFO : Epoch 1757 | loss: 0.031104 | val_loss: 0.0311368 | Time: 2604.08 ms [2022-04-08 03:43:18 main:574] : INFO : Epoch 1758 | loss: 0.0311034 | val_loss: 0.0311408 | Time: 2642.11 ms [2022-04-08 03:43:21 main:574] : INFO : Epoch 1759 | loss: 0.0310999 | val_loss: 0.0311352 | Time: 2621.55 ms [2022-04-08 03:43:23 main:574] : INFO : Epoch 1760 | loss: 0.031099 | val_loss: 0.0311388 | Time: 2638.99 ms [2022-04-08 03:43:26 main:574] : INFO : Epoch 1761 | loss: 0.0311014 | val_loss: 0.0311354 | Time: 2608.78 ms [2022-04-08 03:43:29 main:574] : INFO : Epoch 1762 | loss: 0.0310997 | val_loss: 0.0311442 | Time: 2674.6 ms [2022-04-08 03:43:31 main:574] : INFO : Epoch 1763 | loss: 0.0311041 | val_loss: 0.0311392 | Time: 2576.02 ms [2022-04-08 03:43:34 main:574] : INFO : Epoch 1764 | loss: 0.0311079 | val_loss: 0.0311455 | Time: 2622.12 ms [2022-04-08 03:43:36 main:574] : INFO : Epoch 1765 | loss: 0.03111 | val_loss: 0.0311386 | Time: 2617.29 ms [2022-04-08 03:43:39 main:574] : INFO : Epoch 1766 | loss: 0.0311081 | val_loss: 0.0311436 | Time: 2582.26 ms [2022-04-08 03:43:42 main:574] : INFO : Epoch 1767 | loss: 0.0311104 | val_loss: 0.0311376 | Time: 2589.53 ms [2022-04-08 03:43:44 main:574] : INFO : Epoch 1768 | loss: 0.0311118 | val_loss: 0.03114 | Time: 2657.02 ms [2022-04-08 03:43:47 main:574] : INFO : Epoch 1769 | loss: 0.0311115 | val_loss: 0.0311372 | Time: 2617.03 ms [2022-04-08 03:43:49 main:574] : INFO : Epoch 1770 | loss: 0.0311085 | val_loss: 0.0311379 | Time: 2697.41 ms [2022-04-08 03:43:52 main:574] : INFO : Epoch 1771 | loss: 0.0311077 | val_loss: 0.0311354 | Time: 2665.01 ms [2022-04-08 03:43:55 main:574] : INFO : Epoch 1772 | loss: 0.0311075 | val_loss: 0.0311319 | Time: 2599.18 ms [2022-04-08 03:43:58 main:574] : INFO : Epoch 1773 | loss: 0.0311081 | val_loss: 0.0311399 | Time: 2756.4 ms [2022-04-08 03:44:00 main:574] : INFO : Epoch 1774 | loss: 0.0311065 | val_loss: 0.0311423 | Time: 2657.98 ms [2022-04-08 03:44:03 main:574] : INFO : Epoch 1775 | loss: 0.0311082 | val_loss: 0.0311419 | Time: 2561.24 ms [2022-04-08 03:44:05 main:574] : INFO : Epoch 1776 | loss: 0.0311098 | val_loss: 0.0311451 | Time: 2615.37 ms [2022-04-08 03:44:08 main:574] : INFO : Epoch 1777 | loss: 0.0311097 | val_loss: 0.0311494 | Time: 2597.02 ms [2022-04-08 03:44:11 main:574] : INFO : Epoch 1778 | loss: 0.0311091 | val_loss: 0.0311402 | Time: 2593.1 ms [2022-04-08 03:44:13 main:574] : INFO : Epoch 1779 | loss: 0.031106 | val_loss: 0.0311414 | Time: 2647.03 ms [2022-04-08 03:44:16 main:574] : INFO : Epoch 1780 | loss: 0.0311114 | val_loss: 0.0311427 | Time: 2665.26 ms [2022-04-08 03:44:18 main:574] : INFO : Epoch 1781 | loss: 0.0311129 | val_loss: 0.0311374 | Time: 2585.21 ms [2022-04-08 03:44:21 main:574] : INFO : Epoch 1782 | loss: 0.0311066 | val_loss: 0.0311406 | Time: 2636.13 ms [2022-04-08 03:44:24 main:574] : INFO : Epoch 1783 | loss: 0.0311056 | val_loss: 0.0311392 | Time: 2590.15 ms [2022-04-08 03:44:26 main:574] : INFO : Epoch 1784 | loss: 0.0311034 | val_loss: 0.0311319 | Time: 2643.16 ms [2022-04-08 03:44:29 main:574] : INFO : Epoch 1785 | loss: 0.0311019 | val_loss: 0.0311368 | Time: 2615.7 ms [2022-04-08 03:44:32 main:574] : INFO : Epoch 1786 | loss: 0.0311017 | val_loss: 0.0311382 | Time: 2569.49 ms [2022-04-08 03:44:34 main:574] : INFO : Epoch 1787 | loss: 0.0311031 | val_loss: 0.0311382 | Time: 2684.6 ms [2022-04-08 03:44:37 main:574] : INFO : Epoch 1788 | loss: 0.0310995 | val_loss: 0.0311324 | Time: 2612.67 ms [2022-04-08 03:44:39 main:574] : INFO : Epoch 1789 | loss: 0.0310977 | val_loss: 0.0311347 | Time: 2634.3 ms [2022-04-08 03:44:42 main:574] : INFO : Epoch 1790 | loss: 0.0310959 | val_loss: 0.0311337 | Time: 2633.78 ms [2022-04-08 03:44:45 main:574] : INFO : Epoch 1791 | loss: 0.0310967 | val_loss: 0.0311407 | Time: 2589.59 ms [2022-04-08 03:44:47 main:574] : INFO : Epoch 1792 | loss: 0.0310946 | val_loss: 0.0311373 | Time: 2594.52 ms [2022-04-08 03:44:50 main:574] : INFO : Epoch 1793 | loss: 0.0310963 | val_loss: 0.0311335 | Time: 2619.84 ms [2022-04-08 03:44:53 main:574] : INFO : Epoch 1794 | loss: 0.0310978 | val_loss: 0.0311429 | Time: 2611.65 ms [2022-04-08 03:44:55 main:574] : INFO : Epoch 1795 | loss: 0.031099 | val_loss: 0.0311338 | Time: 2588.48 ms [2022-04-08 03:44:58 main:574] : INFO : Epoch 1796 | loss: 0.0310965 | val_loss: 0.0311383 | Time: 2692.82 ms [2022-04-08 03:45:00 main:574] : INFO : Epoch 1797 | loss: 0.031096 | val_loss: 0.0311345 | Time: 2621.8 ms [2022-04-08 03:45:03 main:574] : INFO : Epoch 1798 | loss: 0.0310944 | val_loss: 0.0311337 | Time: 2641.78 ms [2022-04-08 03:45:06 main:574] : INFO : Epoch 1799 | loss: 0.0310973 | val_loss: 0.0311446 | Time: 2610.21 ms [2022-04-08 03:45:08 main:574] : INFO : Epoch 1800 | loss: 0.0311021 | val_loss: 0.0311326 | Time: 2591.66 ms [2022-04-08 03:45:11 main:574] : INFO : Epoch 1801 | loss: 0.0311063 | val_loss: 0.0311322 | Time: 2649.13 ms [2022-04-08 03:45:14 main:574] : INFO : Epoch 1802 | loss: 0.0311042 | val_loss: 0.0311384 | Time: 2688.02 ms [2022-04-08 03:45:16 main:574] : INFO : Epoch 1803 | loss: 0.0311079 | val_loss: 0.0311391 | Time: 2597.57 ms [2022-04-08 03:45:19 main:574] : INFO : Epoch 1804 | loss: 0.0311147 | val_loss: 0.0311312 | Time: 2608.49 ms [2022-04-08 03:45:21 main:574] : INFO : Epoch 1805 | loss: 0.0311093 | val_loss: 0.0311336 | Time: 2662.22 ms [2022-04-08 03:45:24 main:574] : INFO : Epoch 1806 | loss: 0.0311034 | val_loss: 0.0311292 | Time: 2623.49 ms [2022-04-08 03:45:27 main:574] : INFO : Epoch 1807 | loss: 0.0311034 | val_loss: 0.0311408 | Time: 2606.83 ms [2022-04-08 03:45:29 main:574] : INFO : Epoch 1808 | loss: 0.0311082 | val_loss: 0.03114 | Time: 2729.71 ms [2022-04-08 03:45:32 main:574] : INFO : Epoch 1809 | loss: 0.0311041 | val_loss: 0.031139 | Time: 2596.3 ms [2022-04-08 03:45:35 main:574] : INFO : Epoch 1810 | loss: 0.0311015 | val_loss: 0.0311322 | Time: 2662.19 ms [2022-04-08 03:45:37 main:574] : INFO : Epoch 1811 | loss: 0.0310994 | val_loss: 0.0311295 | Time: 2661.15 ms [2022-04-08 03:45:40 main:574] : INFO : Epoch 1812 | loss: 0.031099 | val_loss: 0.0311367 | Time: 2595.62 ms [2022-04-08 03:45:43 main:574] : INFO : Epoch 1813 | loss: 0.0310971 | val_loss: 0.0311362 | Time: 2666.72 ms [2022-04-08 03:45:45 main:574] : INFO : Epoch 1814 | loss: 0.0310933 | val_loss: 0.0311305 | Time: 2680.52 ms [2022-04-08 03:45:48 main:574] : INFO : Epoch 1815 | loss: 0.0310913 | val_loss: 0.0311339 | Time: 2669.35 ms [2022-04-08 03:45:51 main:574] : INFO : Epoch 1816 | loss: 0.0310941 | val_loss: 0.0311313 | Time: 2626.98 ms [2022-04-08 03:45:53 main:574] : INFO : Epoch 1817 | loss: 0.0310976 | val_loss: 0.0311345 | Time: 2610.45 ms [2022-04-08 03:45:56 main:574] : INFO : Epoch 1818 | loss: 0.0311037 | val_loss: 0.0311356 | Time: 2586.9 ms [2022-04-08 03:45:58 main:574] : INFO : Epoch 1819 | loss: 0.0311013 | val_loss: 0.0311328 | Time: 2621.34 ms [2022-04-08 03:46:01 main:574] : INFO : Epoch 1820 | loss: 0.0311078 | val_loss: 0.0311341 | Time: 2617.76 ms [2022-04-08 03:46:04 main:574] : INFO : Epoch 1821 | loss: 0.031108 | val_loss: 0.0311383 | Time: 2640.62 ms [2022-04-08 03:46:06 main:574] : INFO : Epoch 1822 | loss: 0.0311035 | val_loss: 0.0311432 | Time: 2687.51 ms [2022-04-08 03:46:09 main:574] : INFO : Epoch 1823 | loss: 0.0311 | val_loss: 0.0311403 | Time: 2662.34 ms [2022-04-08 03:46:12 main:574] : INFO : Epoch 1824 | loss: 0.0310984 | val_loss: 0.0311368 | Time: 2729.85 ms [2022-04-08 03:46:14 main:574] : INFO : Epoch 1825 | loss: 0.0310951 | val_loss: 0.0311368 | Time: 2654.68 ms [2022-04-08 03:46:17 main:574] : INFO : Epoch 1826 | loss: 0.0310982 | val_loss: 0.0311464 | Time: 2648.43 ms [2022-04-08 03:46:20 main:574] : INFO : Epoch 1827 | loss: 0.0310983 | val_loss: 0.0311492 | Time: 2655.35 ms [2022-04-08 03:46:22 main:574] : INFO : Epoch 1828 | loss: 0.0310951 | val_loss: 0.0311348 | Time: 2714.25 ms [2022-04-08 03:46:25 main:574] : INFO : Epoch 1829 | loss: 0.0310945 | val_loss: 0.0311284 | Time: 2625.15 ms [2022-04-08 03:46:28 main:574] : INFO : Epoch 1830 | loss: 0.0310918 | val_loss: 0.0311344 | Time: 2619.15 ms [2022-04-08 03:46:30 main:574] : INFO : Epoch 1831 | loss: 0.0310904 | val_loss: 0.0311311 | Time: 2664.35 ms [2022-04-08 03:46:33 main:574] : INFO : Epoch 1832 | loss: 0.0310898 | val_loss: 0.0311326 | Time: 2618.7 ms [2022-04-08 03:46:36 main:574] : INFO : Epoch 1833 | loss: 0.0310887 | val_loss: 0.0311352 | Time: 2593.47 ms [2022-04-08 03:46:38 main:574] : INFO : Epoch 1834 | loss: 0.0310882 | val_loss: 0.0311313 | Time: 2620.9 ms [2022-04-08 03:46:41 main:574] : INFO : Epoch 1835 | loss: 0.0310908 | val_loss: 0.0311278 | Time: 2563.19 ms [2022-04-08 03:46:43 main:574] : INFO : Epoch 1836 | loss: 0.031092 | val_loss: 0.0311237 | Time: 2601.99 ms [2022-04-08 03:46:46 main:574] : INFO : Epoch 1837 | loss: 0.0310918 | val_loss: 0.031133 | Time: 2604.65 ms [2022-04-08 03:46:49 main:574] : INFO : Epoch 1838 | loss: 0.0310931 | val_loss: 0.0311279 | Time: 2585.43 ms [2022-04-08 03:46:51 main:574] : INFO : Epoch 1839 | loss: 0.0310884 | val_loss: 0.0311298 | Time: 2656.87 ms [2022-04-08 03:46:54 main:574] : INFO : Epoch 1840 | loss: 0.0310863 | val_loss: 0.0311286 | Time: 2588.65 ms [2022-04-08 03:46:56 main:574] : INFO : Epoch 1841 | loss: 0.0310896 | val_loss: 0.0311297 | Time: 2595.3 ms [2022-04-08 03:46:59 main:574] : INFO : Epoch 1842 | loss: 0.0310874 | val_loss: 0.0311254 | Time: 2631.89 ms [2022-04-08 03:47:02 main:574] : INFO : Epoch 1843 | loss: 0.0310877 | val_loss: 0.0311305 | Time: 2664.46 ms [2022-04-08 03:47:04 main:574] : INFO : Epoch 1844 | loss: 0.0310899 | val_loss: 0.0311356 | Time: 2604.04 ms [2022-04-08 03:47:07 main:574] : INFO : Epoch 1845 | loss: 0.0310867 | val_loss: 0.0311332 | Time: 2630.62 ms [2022-04-08 03:47:10 main:574] : INFO : Epoch 1846 | loss: 0.0310854 | val_loss: 0.031129 | Time: 2624.85 ms [2022-04-08 03:47:12 main:574] : INFO : Epoch 1847 | loss: 0.0310899 | val_loss: 0.031134 | Time: 2527.47 ms [2022-04-08 03:47:15 main:574] : INFO : Epoch 1848 | loss: 0.031092 | val_loss: 0.0311335 | Time: 2583.55 ms [2022-04-08 03:47:17 main:574] : INFO : Epoch 1849 | loss: 0.0311104 | val_loss: 0.031133 | Time: 2626.46 ms [2022-04-08 03:47:20 main:574] : INFO : Epoch 1850 | loss: 0.0311111 | val_loss: 0.0311389 | Time: 2623.71 ms [2022-04-08 03:47:23 main:574] : INFO : Epoch 1851 | loss: 0.0311074 | val_loss: 0.0311319 | Time: 2594.55 ms [2022-04-08 03:47:25 main:574] : INFO : Epoch 1852 | loss: 0.0311014 | val_loss: 0.0311347 | Time: 2626.39 ms [2022-04-08 03:47:28 main:574] : INFO : Epoch 1853 | loss: 0.0310987 | val_loss: 0.0311293 | Time: 2541.68 ms [2022-04-08 03:47:30 main:574] : INFO : Epoch 1854 | loss: 0.0310957 | val_loss: 0.031128 | Time: 2621.77 ms [2022-04-08 03:47:33 main:574] : INFO : Epoch 1855 | loss: 0.0310936 | val_loss: 0.0311351 | Time: 2642.8 ms [2022-04-08 03:47:36 main:574] : INFO : Epoch 1856 | loss: 0.0310948 | val_loss: 0.0311361 | Time: 2651.79 ms [2022-04-08 03:47:38 main:574] : INFO : Epoch 1857 | loss: 0.0310931 | val_loss: 0.0311298 | Time: 2614.85 ms [2022-04-08 03:47:41 main:574] : INFO : Epoch 1858 | loss: 0.0310924 | val_loss: 0.0311307 | Time: 2687.13 ms [2022-04-08 03:47:44 main:574] : INFO : Epoch 1859 | loss: 0.0311011 | val_loss: 0.0311326 | Time: 2617.29 ms [2022-04-08 03:47:46 main:574] : INFO : Epoch 1860 | loss: 0.0310959 | val_loss: 0.0311398 | Time: 2629.61 ms [2022-04-08 03:47:49 main:574] : INFO : Epoch 1861 | loss: 0.0310963 | val_loss: 0.0311426 | Time: 2640.37 ms [2022-04-08 03:47:51 main:574] : INFO : Epoch 1862 | loss: 0.0310982 | val_loss: 0.0311364 | Time: 2602.23 ms [2022-04-08 03:47:54 main:574] : INFO : Epoch 1863 | loss: 0.0310947 | val_loss: 0.031139 | Time: 2616.29 ms [2022-04-08 03:47:57 main:574] : INFO : Epoch 1864 | loss: 0.0310916 | val_loss: 0.0311325 | Time: 2614.09 ms [2022-04-08 03:47:59 main:574] : INFO : Epoch 1865 | loss: 0.0310934 | val_loss: 0.0311438 | Time: 2700.92 ms [2022-04-08 03:48:02 main:574] : INFO : Epoch 1866 | loss: 0.0310913 | val_loss: 0.0311363 | Time: 2697.72 ms [2022-04-08 03:48:05 main:574] : INFO : Epoch 1867 | loss: 0.0310899 | val_loss: 0.0311365 | Time: 2690.11 ms [2022-04-08 03:48:07 main:574] : INFO : Epoch 1868 | loss: 0.0310879 | val_loss: 0.0311357 | Time: 2587.84 ms [2022-04-08 03:48:10 main:574] : INFO : Epoch 1869 | loss: 0.0310889 | val_loss: 0.0311357 | Time: 2595.1 ms [2022-04-08 03:48:13 main:574] : INFO : Epoch 1870 | loss: 0.0310858 | val_loss: 0.0311323 | Time: 2662.83 ms [2022-04-08 03:48:15 main:574] : INFO : Epoch 1871 | loss: 0.0310923 | val_loss: 0.0311342 | Time: 2605.95 ms [2022-04-08 03:48:18 main:574] : INFO : Epoch 1872 | loss: 0.0310889 | val_loss: 0.0311319 | Time: 2623.18 ms [2022-04-08 03:48:21 main:574] : INFO : Epoch 1873 | loss: 0.0310927 | val_loss: 0.0311439 | Time: 2631.9 ms [2022-04-08 03:48:23 main:574] : INFO : Epoch 1874 | loss: 0.031088 | val_loss: 0.031133 | Time: 2739.89 ms [2022-04-08 03:48:26 main:574] : INFO : Epoch 1875 | loss: 0.0310868 | val_loss: 0.0311332 | Time: 2605.6 ms [2022-04-08 03:48:29 main:574] : INFO : Epoch 1876 | loss: 0.0310846 | val_loss: 0.0311338 | Time: 2635.61 ms [2022-04-08 03:48:31 main:574] : INFO : Epoch 1877 | loss: 0.0310871 | val_loss: 0.0311349 | Time: 2601.9 ms [2022-04-08 03:48:34 main:574] : INFO : Epoch 1878 | loss: 0.0310897 | val_loss: 0.0311341 | Time: 2601.72 ms [2022-04-08 03:48:36 main:574] : INFO : Epoch 1879 | loss: 0.0310862 | val_loss: 0.0311415 | Time: 2586.9 ms [2022-04-08 03:48:39 main:574] : INFO : Epoch 1880 | loss: 0.031084 | val_loss: 0.0311381 | Time: 2663.58 ms [2022-04-08 03:48:42 main:574] : INFO : Epoch 1881 | loss: 0.0310857 | val_loss: 0.0311351 | Time: 2691.73 ms [2022-04-08 03:48:44 main:574] : INFO : Epoch 1882 | loss: 0.0310859 | val_loss: 0.0311437 | Time: 2587.75 ms [2022-04-08 03:48:47 main:574] : INFO : Epoch 1883 | loss: 0.0310902 | val_loss: 0.0311412 | Time: 2647.44 ms [2022-04-08 03:48:50 main:574] : INFO : Epoch 1884 | loss: 0.0310893 | val_loss: 0.031145 | Time: 2629.29 ms [2022-04-08 03:48:52 main:574] : INFO : Epoch 1885 | loss: 0.0310875 | val_loss: 0.0311325 | Time: 2606.23 ms [2022-04-08 03:48:55 main:574] : INFO : Epoch 1886 | loss: 0.0310868 | val_loss: 0.0311267 | Time: 2630.31 ms [2022-04-08 03:48:57 main:574] : INFO : Epoch 1887 | loss: 0.0310865 | val_loss: 0.0311328 | Time: 2645.7 ms [2022-04-08 03:49:00 main:574] : INFO : Epoch 1888 | loss: 0.0310903 | val_loss: 0.0311304 | Time: 2649.62 ms [2022-04-08 03:49:03 main:574] : INFO : Epoch 1889 | loss: 0.0310898 | val_loss: 0.0311323 | Time: 2581.46 ms [2022-04-08 03:49:05 main:574] : INFO : Epoch 1890 | loss: 0.0310869 | val_loss: 0.0311329 | Time: 2602.9 ms [2022-04-08 03:49:08 main:574] : INFO : Epoch 1891 | loss: 0.031088 | val_loss: 0.0311374 | Time: 2609.33 ms [2022-04-08 03:49:11 main:574] : INFO : Epoch 1892 | loss: 0.0310892 | val_loss: 0.0311293 | Time: 2611.76 ms [2022-04-08 03:49:13 main:574] : INFO : Epoch 1893 | loss: 0.0310862 | val_loss: 0.0311327 | Time: 2577.26 ms [2022-04-08 03:49:16 main:574] : INFO : Epoch 1894 | loss: 0.0310879 | val_loss: 0.0311316 | Time: 2605.19 ms [2022-04-08 03:49:18 main:574] : INFO : Epoch 1895 | loss: 0.0310885 | val_loss: 0.0311346 | Time: 2625.84 ms [2022-04-08 03:49:21 main:574] : INFO : Epoch 1896 | loss: 0.0310935 | val_loss: 0.0311366 | Time: 2654.2 ms [2022-04-08 03:49:24 main:574] : INFO : Epoch 1897 | loss: 0.0310921 | val_loss: 0.0311324 | Time: 2588.17 ms [2022-04-08 03:49:26 main:574] : INFO : Epoch 1898 | loss: 0.0310886 | val_loss: 0.0311327 | Time: 2617.31 ms [2022-04-08 03:49:29 main:574] : INFO : Epoch 1899 | loss: 0.0310855 | val_loss: 0.0311318 | Time: 2635.85 ms [2022-04-08 03:49:31 main:574] : INFO : Epoch 1900 | loss: 0.0310843 | val_loss: 0.0311333 | Time: 2644.74 ms [2022-04-08 03:49:34 main:574] : INFO : Epoch 1901 | loss: 0.0310931 | val_loss: 0.0311337 | Time: 2718.23 ms [2022-04-08 03:49:37 main:574] : INFO : Epoch 1902 | loss: 0.0311012 | val_loss: 0.0311365 | Time: 2560.42 ms [2022-04-08 03:49:39 main:574] : INFO : Epoch 1903 | loss: 0.031088 | val_loss: 0.0311306 | Time: 2642.66 ms [2022-04-08 03:49:42 main:574] : INFO : Epoch 1904 | loss: 0.0310911 | val_loss: 0.0311321 | Time: 2633.9 ms [2022-04-08 03:49:45 main:574] : INFO : Epoch 1905 | loss: 0.0310886 | val_loss: 0.0311299 | Time: 2621.84 ms [2022-04-08 03:49:47 main:574] : INFO : Epoch 1906 | loss: 0.0310916 | val_loss: 0.0311289 | Time: 2641.6 ms [2022-04-08 03:49:50 main:574] : INFO : Epoch 1907 | loss: 0.0310886 | val_loss: 0.0311313 | Time: 2603.01 ms [2022-04-08 03:49:53 main:574] : INFO : Epoch 1908 | loss: 0.031091 | val_loss: 0.0311265 | Time: 2635.1 ms [2022-04-08 03:49:55 main:574] : INFO : Epoch 1909 | loss: 0.03109 | val_loss: 0.031128 | Time: 2618.32 ms [2022-04-08 03:49:58 main:574] : INFO : Epoch 1910 | loss: 0.0310896 | val_loss: 0.0311278 | Time: 2630.99 ms [2022-04-08 03:50:00 main:574] : INFO : Epoch 1911 | loss: 0.0310968 | val_loss: 0.0311269 | Time: 2627.54 ms [2022-04-08 03:50:03 main:574] : INFO : Epoch 1912 | loss: 0.031095 | val_loss: 0.0311341 | Time: 2633.31 ms [2022-04-08 03:50:06 main:574] : INFO : Epoch 1913 | loss: 0.0310914 | val_loss: 0.0311257 | Time: 2579.35 ms [2022-04-08 03:50:08 main:574] : INFO : Epoch 1914 | loss: 0.0310896 | val_loss: 0.0311282 | Time: 2661.61 ms [2022-04-08 03:50:11 main:574] : INFO : Epoch 1915 | loss: 0.0310959 | val_loss: 0.0311297 | Time: 2598.52 ms [2022-04-08 03:50:14 main:574] : INFO : Epoch 1916 | loss: 0.0310995 | val_loss: 0.0311317 | Time: 2638.32 ms [2022-04-08 03:50:16 main:574] : INFO : Epoch 1917 | loss: 0.0310959 | val_loss: 0.0311255 | Time: 2677.23 ms [2022-04-08 03:50:19 main:574] : INFO : Epoch 1918 | loss: 0.0310942 | val_loss: 0.0311284 | Time: 2602.31 ms [2022-04-08 03:50:22 main:574] : INFO : Epoch 1919 | loss: 0.0311001 | val_loss: 0.0311293 | Time: 2743.9 ms [2022-04-08 03:50:24 main:574] : INFO : Epoch 1920 | loss: 0.0311061 | val_loss: 0.0311395 | Time: 2639.83 ms [2022-04-08 03:50:27 main:574] : INFO : Epoch 1921 | loss: 0.0311121 | val_loss: 0.0311335 | Time: 2627.81 ms [2022-04-08 03:50:30 main:574] : INFO : Epoch 1922 | loss: 0.0311135 | val_loss: 0.031137 | Time: 2764.39 ms [2022-04-08 03:50:32 main:574] : INFO : Epoch 1923 | loss: 0.0311092 | val_loss: 0.0311376 | Time: 2646.05 ms [2022-04-08 03:50:35 main:574] : INFO : Epoch 1924 | loss: 0.031106 | val_loss: 0.0311428 | Time: 2605.13 ms [2022-04-08 03:50:38 main:574] : INFO : Epoch 1925 | loss: 0.0311036 | val_loss: 0.0311375 | Time: 2682.67 ms [2022-04-08 03:50:40 main:574] : INFO : Epoch 1926 | loss: 0.0311049 | val_loss: 0.0311346 | Time: 2612.45 ms [2022-04-08 03:50:43 main:574] : INFO : Epoch 1927 | loss: 0.0311045 | val_loss: 0.031135 | Time: 2599.9 ms [2022-04-08 03:50:45 main:574] : INFO : Epoch 1928 | loss: 0.0311025 | val_loss: 0.0311334 | Time: 2675.04 ms [2022-04-08 03:50:48 main:574] : INFO : Epoch 1929 | loss: 0.0311008 | val_loss: 0.0311273 | Time: 2625.88 ms [2022-04-08 03:50:51 main:574] : INFO : Epoch 1930 | loss: 0.0310994 | val_loss: 0.0311257 | Time: 2628.86 ms [2022-04-08 03:50:53 main:574] : INFO : Epoch 1931 | loss: 0.0310988 | val_loss: 0.0311327 | Time: 2619.28 ms [2022-04-08 03:50:56 main:574] : INFO : Epoch 1932 | loss: 0.0311028 | val_loss: 0.0311338 | Time: 2634.01 ms [2022-04-08 03:50:59 main:574] : INFO : Epoch 1933 | loss: 0.0311239 | val_loss: 0.0311423 | Time: 2622.6 ms [2022-04-08 03:51:01 main:574] : INFO : Epoch 1934 | loss: 0.0311302 | val_loss: 0.031137 | Time: 2593.11 ms [2022-04-08 03:51:04 main:574] : INFO : Epoch 1935 | loss: 0.03113 | val_loss: 0.0311443 | Time: 2632.46 ms [2022-04-08 03:51:06 main:574] : INFO : Epoch 1936 | loss: 0.0311343 | val_loss: 0.0311436 | Time: 2608.88 ms [2022-04-08 03:51:09 main:574] : INFO : Epoch 1937 | loss: 0.0311304 | val_loss: 0.0311416 | Time: 2620.76 ms [2022-04-08 03:51:12 main:574] : INFO : Epoch 1938 | loss: 0.0311243 | val_loss: 0.0311387 | Time: 2582.96 ms [2022-04-08 03:51:14 main:574] : INFO : Epoch 1939 | loss: 0.0311234 | val_loss: 0.0311398 | Time: 2652.86 ms [2022-04-08 03:51:17 main:574] : INFO : Epoch 1940 | loss: 0.0311338 | val_loss: 0.031147 | Time: 2667.2 ms [2022-04-08 03:51:20 main:574] : INFO : Epoch 1941 | loss: 0.0311465 | val_loss: 0.0311594 | Time: 2588.29 ms [2022-04-08 03:51:22 main:574] : INFO : Epoch 1942 | loss: 0.0311588 | val_loss: 0.0311632 | Time: 2608.89 ms [2022-04-08 03:51:25 main:574] : INFO : Epoch 1943 | loss: 0.0311546 | val_loss: 0.0311561 | Time: 2605.35 ms [2022-04-08 03:51:27 main:574] : INFO : Epoch 1944 | loss: 0.0311493 | val_loss: 0.0311571 | Time: 2660.26 ms [2022-04-08 03:51:30 main:574] : INFO : Epoch 1945 | loss: 0.0311479 | val_loss: 0.0311547 | Time: 2650.07 ms [2022-04-08 03:51:33 main:574] : INFO : Epoch 1946 | loss: 0.0311411 | val_loss: 0.0311539 | Time: 2631.85 ms [2022-04-08 03:51:35 main:574] : INFO : Epoch 1947 | loss: 0.0311412 | val_loss: 0.0311495 | Time: 2611.43 ms [2022-04-08 03:51:38 main:574] : INFO : Epoch 1948 | loss: 0.0311393 | val_loss: 0.0311479 | Time: 2607.72 ms [2022-04-08 03:51:41 main:574] : INFO : Epoch 1949 | loss: 0.0311352 | val_loss: 0.0311452 | Time: 2669.7 ms [2022-04-08 03:51:43 main:574] : INFO : Epoch 1950 | loss: 0.0311324 | val_loss: 0.0311438 | Time: 2616.65 ms [2022-04-08 03:51:46 main:574] : INFO : Epoch 1951 | loss: 0.0311319 | val_loss: 0.0311437 | Time: 2686.1 ms [2022-04-08 03:51:49 main:574] : INFO : Epoch 1952 | loss: 0.0311319 | val_loss: 0.0311479 | Time: 2614.08 ms [2022-04-08 03:51:51 main:574] : INFO : Epoch 1953 | loss: 0.0311301 | val_loss: 0.0311463 | Time: 2644.69 ms [2022-04-08 03:51:54 main:574] : INFO : Epoch 1954 | loss: 0.0311338 | val_loss: 0.0311449 | Time: 2666.8 ms [2022-04-08 03:51:56 main:574] : INFO : Epoch 1955 | loss: 0.0311309 | val_loss: 0.0311443 | Time: 2598.02 ms [2022-04-08 03:51:59 main:574] : INFO : Epoch 1956 | loss: 0.0311311 | val_loss: 0.031144 | Time: 2663.49 ms [2022-04-08 03:52:02 main:574] : INFO : Epoch 1957 | loss: 0.0311287 | val_loss: 0.0311473 | Time: 2603.78 ms [2022-04-08 03:52:04 main:574] : INFO : Epoch 1958 | loss: 0.0311301 | val_loss: 0.0311461 | Time: 2686 ms [2022-04-08 03:52:07 main:574] : INFO : Epoch 1959 | loss: 0.0311286 | val_loss: 0.0311469 | Time: 2633.46 ms [2022-04-08 03:52:10 main:574] : INFO : Epoch 1960 | loss: 0.031129 | val_loss: 0.0311455 | Time: 2671.91 ms [2022-04-08 03:52:12 main:574] : INFO : Epoch 1961 | loss: 0.0311314 | val_loss: 0.0311532 | Time: 2649.1 ms [2022-04-08 03:52:15 main:574] : INFO : Epoch 1962 | loss: 0.0311363 | val_loss: 0.0311571 | Time: 2734.55 ms [2022-04-08 03:52:18 main:574] : INFO : Epoch 1963 | loss: 0.0311315 | val_loss: 0.0311556 | Time: 2646.28 ms [2022-04-08 03:52:20 main:574] : INFO : Epoch 1964 | loss: 0.031126 | val_loss: 0.0311435 | Time: 2645.57 ms [2022-04-08 03:52:23 main:574] : INFO : Epoch 1965 | loss: 0.0311228 | val_loss: 0.0311408 | Time: 2612.82 ms [2022-04-08 03:52:26 main:574] : INFO : Epoch 1966 | loss: 0.0311216 | val_loss: 0.0311449 | Time: 2643.35 ms [2022-04-08 03:52:28 main:574] : INFO : Epoch 1967 | loss: 0.0311223 | val_loss: 0.0311441 | Time: 2586.02 ms [2022-04-08 03:52:31 main:574] : INFO : Epoch 1968 | loss: 0.0311252 | val_loss: 0.031156 | Time: 2627.58 ms [2022-04-08 03:52:34 main:574] : INFO : Epoch 1969 | loss: 0.0311278 | val_loss: 0.0311446 | Time: 2715.37 ms [2022-04-08 03:52:36 main:574] : INFO : Epoch 1970 | loss: 0.0311209 | val_loss: 0.031139 | Time: 2640.87 ms [2022-04-08 03:52:39 main:574] : INFO : Epoch 1971 | loss: 0.0311185 | val_loss: 0.0311406 | Time: 2621.8 ms [2022-04-08 03:52:41 main:574] : INFO : Epoch 1972 | loss: 0.0311187 | val_loss: 0.0311426 | Time: 2584.22 ms [2022-04-08 03:52:44 main:574] : INFO : Epoch 1973 | loss: 0.0311177 | val_loss: 0.0311417 | Time: 2642.88 ms [2022-04-08 03:52:47 main:574] : INFO : Epoch 1974 | loss: 0.0311172 | val_loss: 0.0311411 | Time: 2680.26 ms [2022-04-08 03:52:49 main:574] : INFO : Epoch 1975 | loss: 0.0311171 | val_loss: 0.0311418 | Time: 2619.38 ms [2022-04-08 03:52:52 main:574] : INFO : Epoch 1976 | loss: 0.0311164 | val_loss: 0.0311444 | Time: 2635.13 ms [2022-04-08 03:52:55 main:574] : INFO : Epoch 1977 | loss: 0.0311154 | val_loss: 0.0311412 | Time: 2626.02 ms [2022-04-08 03:52:57 main:574] : INFO : Epoch 1978 | loss: 0.0311143 | val_loss: 0.031141 | Time: 2596.16 ms [2022-04-08 03:53:00 main:574] : INFO : Epoch 1979 | loss: 0.0311132 | val_loss: 0.0311397 | Time: 2674.89 ms [2022-04-08 03:53:03 main:574] : INFO : Epoch 1980 | loss: 0.031112 | val_loss: 0.0311419 | Time: 2707.48 ms [2022-04-08 03:53:05 main:574] : INFO : Epoch 1981 | loss: 0.0311129 | val_loss: 0.0311417 | Time: 2658.66 ms [2022-04-08 03:53:08 main:574] : INFO : Epoch 1982 | loss: 0.0311146 | val_loss: 0.0311441 | Time: 2639.07 ms [2022-04-08 03:53:11 main:574] : INFO : Epoch 1983 | loss: 0.0311147 | val_loss: 0.0311473 | Time: 2588.11 ms [2022-04-08 03:53:13 main:574] : INFO : Epoch 1984 | loss: 0.0311138 | val_loss: 0.0311414 | Time: 2665.43 ms [2022-04-08 03:53:16 main:574] : INFO : Epoch 1985 | loss: 0.0311105 | val_loss: 0.0311402 | Time: 2612 ms [2022-04-08 03:53:18 main:574] : INFO : Epoch 1986 | loss: 0.0311149 | val_loss: 0.0311407 | Time: 2650.35 ms [2022-04-08 03:53:21 main:574] : INFO : Epoch 1987 | loss: 0.031113 | val_loss: 0.0311448 | Time: 2631.68 ms [2022-04-08 03:53:24 main:574] : INFO : Epoch 1988 | loss: 0.0311296 | val_loss: 0.0311483 | Time: 2663.02 ms [2022-04-08 03:53:26 main:574] : INFO : Epoch 1989 | loss: 0.0311343 | val_loss: 0.0311443 | Time: 2674.06 ms [2022-04-08 03:53:29 main:574] : INFO : Epoch 1990 | loss: 0.0311277 | val_loss: 0.0311434 | Time: 2604.16 ms [2022-04-08 03:53:32 main:574] : INFO : Epoch 1991 | loss: 0.0311265 | val_loss: 0.0311461 | Time: 2710.68 ms [2022-04-08 03:53:34 main:574] : INFO : Epoch 1992 | loss: 0.0311247 | val_loss: 0.0311437 | Time: 2643.42 ms [2022-04-08 03:53:37 main:574] : INFO : Epoch 1993 | loss: 0.0311235 | val_loss: 0.0311422 | Time: 2673.97 ms [2022-04-08 03:53:40 main:574] : INFO : Epoch 1994 | loss: 0.0311226 | val_loss: 0.031144 | Time: 2631.1 ms [2022-04-08 03:53:42 main:574] : INFO : Epoch 1995 | loss: 0.0311266 | val_loss: 0.0311418 | Time: 2565.8 ms [2022-04-08 03:53:45 main:574] : INFO : Epoch 1996 | loss: 0.0311218 | val_loss: 0.0311434 | Time: 2664.46 ms [2022-04-08 03:53:48 main:574] : INFO : Epoch 1997 | loss: 0.03112 | val_loss: 0.0311431 | Time: 2638.37 ms [2022-04-08 03:53:50 main:574] : INFO : Epoch 1998 | loss: 0.0311207 | val_loss: 0.0311468 | Time: 2647.75 ms [2022-04-08 03:53:53 main:574] : INFO : Epoch 1999 | loss: 0.0311182 | val_loss: 0.0311419 | Time: 2607.66 ms [2022-04-08 03:53:56 main:574] : INFO : Epoch 2000 | loss: 0.0311178 | val_loss: 0.0311426 | Time: 2715.54 ms [2022-04-08 03:53:58 main:574] : INFO : Epoch 2001 | loss: 0.0311168 | val_loss: 0.0311375 | Time: 2623.83 ms [2022-04-08 03:54:01 main:574] : INFO : Epoch 2002 | loss: 0.0311162 | val_loss: 0.0311406 | Time: 2615.32 ms [2022-04-08 03:54:03 main:574] : INFO : Epoch 2003 | loss: 0.0311156 | val_loss: 0.0311412 | Time: 2610.89 ms [2022-04-08 03:54:06 main:574] : INFO : Epoch 2004 | loss: 0.0311207 | val_loss: 0.0311439 | Time: 2589.19 ms [2022-04-08 03:54:09 main:574] : INFO : Epoch 2005 | loss: 0.0311196 | val_loss: 0.0311425 | Time: 2632.59 ms [2022-04-08 03:54:11 main:574] : INFO : Epoch 2006 | loss: 0.0311201 | val_loss: 0.0311391 | Time: 2593.36 ms [2022-04-08 03:54:14 main:574] : INFO : Epoch 2007 | loss: 0.0311195 | val_loss: 0.0311393 | Time: 2602.23 ms [2022-04-08 03:54:17 main:574] : INFO : Epoch 2008 | loss: 0.0311186 | val_loss: 0.03114 | Time: 2679.04 ms [2022-04-08 03:54:19 main:574] : INFO : Epoch 2009 | loss: 0.0311192 | val_loss: 0.0311439 | Time: 2657.23 ms [2022-04-08 03:54:22 main:574] : INFO : Epoch 2010 | loss: 0.0311173 | val_loss: 0.0311455 | Time: 2613.27 ms [2022-04-08 03:54:24 main:574] : INFO : Epoch 2011 | loss: 0.0311151 | val_loss: 0.0311422 | Time: 2630.22 ms [2022-04-08 03:54:27 main:574] : INFO : Epoch 2012 | loss: 0.0311133 | val_loss: 0.0311415 | Time: 2593.47 ms [2022-04-08 03:54:30 main:574] : INFO : Epoch 2013 | loss: 0.0311124 | val_loss: 0.0311499 | Time: 2676.44 ms [2022-04-08 03:54:32 main:574] : INFO : Epoch 2014 | loss: 0.0311383 | val_loss: 0.0311489 | Time: 2678.6 ms [2022-04-08 03:54:35 main:574] : INFO : Epoch 2015 | loss: 0.0311439 | val_loss: 0.0311467 | Time: 2584.66 ms [2022-04-08 03:54:38 main:574] : INFO : Epoch 2016 | loss: 0.0311393 | val_loss: 0.0311459 | Time: 2629.95 ms [2022-04-08 03:54:40 main:574] : INFO : Epoch 2017 | loss: 0.0311358 | val_loss: 0.0311453 | Time: 2659.7 ms [2022-04-08 03:54:43 main:574] : INFO : Epoch 2018 | loss: 0.0311317 | val_loss: 0.0311501 | Time: 2635.41 ms [2022-04-08 03:54:46 main:574] : INFO : Epoch 2019 | loss: 0.0311377 | val_loss: 0.0311436 | Time: 2618.56 ms [2022-04-08 03:54:48 main:574] : INFO : Epoch 2020 | loss: 0.0311339 | val_loss: 0.0311447 | Time: 2683.58 ms [2022-04-08 03:54:51 main:574] : INFO : Epoch 2021 | loss: 0.0311314 | val_loss: 0.0311423 | Time: 2651.21 ms [2022-04-08 03:54:54 main:574] : INFO : Epoch 2022 | loss: 0.03113 | val_loss: 0.0311424 | Time: 2634.36 ms [2022-04-08 03:54:56 main:574] : INFO : Epoch 2023 | loss: 0.0311281 | val_loss: 0.0311458 | Time: 2631.47 ms [2022-04-08 03:54:59 main:574] : INFO : Epoch 2024 | loss: 0.0311289 | val_loss: 0.0311494 | Time: 2643.78 ms [2022-04-08 03:55:01 main:574] : INFO : Epoch 2025 | loss: 0.0311295 | val_loss: 0.0311491 | Time: 2646.89 ms [2022-04-08 03:55:04 main:574] : INFO : Epoch 2026 | loss: 0.0311295 | val_loss: 0.0311433 | Time: 2605.96 ms [2022-04-08 03:55:07 main:574] : INFO : Epoch 2027 | loss: 0.0311271 | val_loss: 0.0311441 | Time: 2627.61 ms [2022-04-08 03:55:09 main:574] : INFO : Epoch 2028 | loss: 0.0311287 | val_loss: 0.031147 | Time: 2672.73 ms [2022-04-08 03:55:12 main:574] : INFO : Epoch 2029 | loss: 0.0311304 | val_loss: 0.0311465 | Time: 2620.82 ms [2022-04-08 03:55:15 main:574] : INFO : Epoch 2030 | loss: 0.0311289 | val_loss: 0.0311499 | Time: 2686.78 ms [2022-04-08 03:55:17 main:574] : INFO : Epoch 2031 | loss: 0.0311286 | val_loss: 0.0311472 | Time: 2683.24 ms [2022-04-08 03:55:20 main:574] : INFO : Epoch 2032 | loss: 0.0311268 | val_loss: 0.0311442 | Time: 2641.18 ms [2022-04-08 03:55:23 main:574] : INFO : Epoch 2033 | loss: 0.0311258 | val_loss: 0.0311424 | Time: 2660.67 ms [2022-04-08 03:55:25 main:574] : INFO : Epoch 2034 | loss: 0.0311259 | val_loss: 0.0311428 | Time: 2659.46 ms [2022-04-08 03:55:28 main:574] : INFO : Epoch 2035 | loss: 0.0311232 | val_loss: 0.0311469 | Time: 2589.18 ms [2022-04-08 03:55:31 main:574] : INFO : Epoch 2036 | loss: 0.031122 | val_loss: 0.0311434 | Time: 2659.74 ms [2022-04-08 03:55:33 main:574] : INFO : Epoch 2037 | loss: 0.0311216 | val_loss: 0.0311463 | Time: 2628.92 ms [2022-04-08 03:55:36 main:574] : INFO : Epoch 2038 | loss: 0.0311198 | val_loss: 0.0311452 | Time: 2650.52 ms [2022-04-08 03:55:38 main:574] : INFO : Epoch 2039 | loss: 0.0311204 | val_loss: 0.0311399 | Time: 2611.43 ms [2022-04-08 03:55:41 main:574] : INFO : Epoch 2040 | loss: 0.0311182 | val_loss: 0.0311393 | Time: 2618.4 ms [2022-04-08 03:55:44 main:574] : INFO : Epoch 2041 | loss: 0.0311177 | val_loss: 0.031141 | Time: 2644.45 ms [2022-04-08 03:55:46 main:574] : INFO : Epoch 2042 | loss: 0.0311175 | val_loss: 0.0311419 | Time: 2655.54 ms [2022-04-08 03:55:49 main:574] : INFO : Epoch 2043 | loss: 0.0311213 | val_loss: 0.0311437 | Time: 2573.58 ms [2022-04-08 03:55:52 main:574] : INFO : Epoch 2044 | loss: 0.0311195 | val_loss: 0.0311405 | Time: 2627.27 ms [2022-04-08 03:55:54 main:574] : INFO : Epoch 2045 | loss: 0.0311168 | val_loss: 0.0311417 | Time: 2600.55 ms [2022-04-08 03:55:57 main:574] : INFO : Epoch 2046 | loss: 0.0311153 | val_loss: 0.0311431 | Time: 2629.04 ms [2022-04-08 03:55:59 main:574] : INFO : Epoch 2047 | loss: 0.0311129 | val_loss: 0.0311392 | Time: 2624.09 ms [2022-04-08 03:56:02 main:574] : INFO : Epoch 2048 | loss: 0.031114 | val_loss: 0.0311411 | Time: 2600.43 ms [2022-04-08 03:56:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311411 [2022-04-08 03:56:02 main:603] : INFO : Saving end state to config to file [2022-04-08 03:56:02 main:608] : INFO : Success, exiting.. 03:56:02 (5768): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)