Task 12200185
| Name | ParityModified-1645997230-19697-0_0 |
| Workunit | 9381242 |
| Created | 27 Feb 2022, 21:27:12 UTC |
| Sent | 1 Mar 2022, 4:08:09 UTC |
| Report deadline | 9 Mar 2022, 4:08:09 UTC |
| Received | 1 Mar 2022, 5:44:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10100 |
| Run time | 1 hours 33 min 2 sec |
| CPU time | 1 hours 32 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,366.22 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.54 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 02-28 21:19:38 main:581] : INFO : Epoch 1538 | loss: 0.030973 | val_loss: 0.0313128 | Time: 2693.78 ms [2022-02-28 21:19:41 main:581] : INFO : Epoch 1539 | loss: 0.0309728 | val_loss: 0.0312898 | Time: 2691.11 ms [2022-02-28 21:19:44 main:581] : INFO : Epoch 1540 | loss: 0.0309731 | val_loss: 0.0313143 | Time: 2708.29 ms [2022-02-28 21:19:46 main:581] : INFO : Epoch 1541 | loss: 0.0309632 | val_loss: 0.0312821 | Time: 2688.73 ms [2022-02-28 21:19:49 main:581] : INFO : Epoch 1542 | loss: 0.0309727 | val_loss: 0.0312711 | Time: 2684.26 ms [2022-02-28 21:19:52 main:581] : INFO : Epoch 1543 | loss: 0.0309775 | val_loss: 0.031314 | Time: 2692.09 ms [2022-02-28 21:19:55 main:581] : INFO : Epoch 1544 | loss: 0.0309798 | val_loss: 0.0312859 | Time: 2699.42 ms [2022-02-28 21:19:57 main:581] : INFO : Epoch 1545 | loss: 0.0309783 | val_loss: 0.0312936 | Time: 2692.53 ms [2022-02-28 21:20:00 main:581] : INFO : Epoch 1546 | loss: 0.0309711 | val_loss: 0.0313149 | Time: 2687.22 ms [2022-02-28 21:20:03 main:581] : INFO : Epoch 1547 | loss: 0.0309724 | val_loss: 0.0312728 | Time: 2686.12 ms [2022-02-28 21:20:05 main:581] : INFO : Epoch 1548 | loss: 0.030974 | val_loss: 0.0312838 | Time: 2702.71 ms [2022-02-28 21:20:08 main:581] : INFO : Epoch 1549 | loss: 0.0309801 | val_loss: 0.0312686 | Time: 2711.56 ms [2022-02-28 21:20:11 main:581] : INFO : Epoch 1550 | loss: 0.030973 | val_loss: 0.0313119 | Time: 2694.53 ms [2022-02-28 21:20:13 main:581] : INFO : Epoch 1551 | loss: 0.0309653 | val_loss: 0.0312831 | Time: 2687.45 ms [2022-02-28 21:20:16 main:581] : INFO : Epoch 1552 | loss: 0.0309743 | val_loss: 0.0313135 | Time: 2689.76 ms [2022-02-28 21:20:19 main:581] : INFO : Epoch 1553 | loss: 0.0309694 | val_loss: 0.0313145 | Time: 2694.2 ms [2022-02-28 21:20:21 main:581] : INFO : Epoch 1554 | loss: 0.0309724 | val_loss: 0.031292 | Time: 2689.23 ms [2022-02-28 21:20:24 main:581] : INFO : Epoch 1555 | loss: 0.0309744 | val_loss: 0.0313006 | Time: 2692.55 ms [2022-02-28 21:20:27 main:581] : INFO : Epoch 1556 | loss: 0.0309762 | val_loss: 0.0312772 | Time: 2685.93 ms [2022-02-28 21:20:30 main:581] : INFO : Epoch 1557 | loss: 0.030973 | val_loss: 0.0312839 | Time: 2686.59 ms [2022-02-28 21:20:32 main:581] : INFO : Epoch 1558 | loss: 0.0309771 | val_loss: 0.0313094 | Time: 2696.85 ms [2022-02-28 21:20:35 main:581] : INFO : Epoch 1559 | loss: 0.0309822 | val_loss: 0.0312642 | Time: 2689.49 ms [2022-02-28 21:20:38 main:581] : INFO : Epoch 1560 | loss: 0.0310376 | val_loss: 0.0312553 | Time: 2690.11 ms [2022-02-28 21:20:40 main:581] : INFO : Epoch 1561 | loss: 0.0309958 | val_loss: 0.0312896 | Time: 2690.36 ms [2022-02-28 21:20:43 main:581] : INFO : Epoch 1562 | loss: 0.0309737 | val_loss: 0.0312783 | Time: 2684.09 ms [2022-02-28 21:20:46 main:581] : INFO : Epoch 1563 | loss: 0.0309724 | val_loss: 0.0313017 | Time: 2685.47 ms [2022-02-28 21:20:48 main:581] : INFO : Epoch 1564 | loss: 0.0309734 | val_loss: 0.031323 | Time: 2693.36 ms [2022-02-28 21:20:51 main:581] : INFO : Epoch 1565 | loss: 0.0309795 | val_loss: 0.0312991 | Time: 2685.23 ms [2022-02-28 21:20:54 main:581] : INFO : Epoch 1566 | loss: 0.0309761 | val_loss: 0.03129 | Time: 2690.84 ms [2022-02-28 21:20:56 main:581] : INFO : Epoch 1567 | loss: 0.0309805 | val_loss: 0.0313076 | Time: 2690.79 ms [2022-02-28 21:20:59 main:581] : INFO : Epoch 1568 | loss: 0.0309784 | val_loss: 0.0312979 | Time: 2693.3 ms [2022-02-28 21:21:02 main:581] : INFO : Epoch 1569 | loss: 0.030977 | val_loss: 0.0312982 | Time: 2691.13 ms [2022-02-28 21:21:05 main:581] : INFO : Epoch 1570 | loss: 0.0309749 | val_loss: 0.0312878 | Time: 2684.45 ms [2022-02-28 21:21:07 main:581] : INFO : Epoch 1571 | loss: 0.0309745 | val_loss: 0.0312777 | Time: 2689.38 ms [2022-02-28 21:21:10 main:581] : INFO : Epoch 1572 | loss: 0.030982 | val_loss: 0.0313085 | Time: 2685.68 ms [2022-02-28 21:21:13 main:581] : INFO : Epoch 1573 | loss: 0.0309768 | val_loss: 0.0312909 | Time: 2703.41 ms [2022-02-28 21:21:15 main:581] : INFO : Epoch 1574 | loss: 0.0309731 | val_loss: 0.0313067 | Time: 2689.44 ms [2022-02-28 21:21:18 main:581] : INFO : Epoch 1575 | loss: 0.0309789 | val_loss: 0.0312952 | Time: 2688.42 ms [2022-02-28 21:21:21 main:581] : INFO : Epoch 1576 | loss: 0.0309798 | val_loss: 0.0313033 | Time: 2686.46 ms [2022-02-28 21:21:23 main:581] : INFO : Epoch 1577 | loss: 0.0309795 | val_loss: 0.0312887 | Time: 2690.63 ms [2022-02-28 21:21:26 main:581] : INFO : Epoch 1578 | loss: 0.0309935 | val_loss: 0.0312852 | Time: 2696.37 ms [2022-02-28 21:21:29 main:581] : INFO : Epoch 1579 | loss: 0.0309794 | val_loss: 0.0313104 | Time: 2689.14 ms [2022-02-28 21:21:31 main:581] : INFO : Epoch 1580 | loss: 0.0309709 | val_loss: 0.0312897 | Time: 2694.43 ms [2022-02-28 21:21:34 main:581] : INFO : Epoch 1581 | loss: 0.0309686 | val_loss: 0.0313087 | Time: 2695.03 ms [2022-02-28 21:21:37 main:581] : INFO : Epoch 1582 | loss: 0.0309694 | val_loss: 0.0312951 | Time: 2695.56 ms [2022-02-28 21:21:40 main:581] : INFO : Epoch 1583 | loss: 0.030977 | val_loss: 0.0313084 | Time: 2687.29 ms [2022-02-28 21:21:42 main:581] : INFO : Epoch 1584 | loss: 0.030978 | val_loss: 0.0312916 | Time: 2689.3 ms [2022-02-28 21:21:45 main:581] : INFO : Epoch 1585 | loss: 0.0309722 | val_loss: 0.031286 | Time: 2685.54 ms [2022-02-28 21:21:48 main:581] : INFO : Epoch 1586 | loss: 0.0309732 | val_loss: 0.0312935 | Time: 2690.63 ms [2022-02-28 21:21:50 main:581] : INFO : Epoch 1587 | loss: 0.0309831 | val_loss: 0.0312866 | Time: 2691.62 ms [2022-02-28 21:21:53 main:581] : INFO : Epoch 1588 | loss: 0.0309745 | val_loss: 0.0312914 | Time: 2691.86 ms [2022-02-28 21:21:56 main:581] : INFO : Epoch 1589 | loss: 0.0309707 | val_loss: 0.0313165 | Time: 2686.92 ms [2022-02-28 21:21:58 main:581] : INFO : Epoch 1590 | loss: 0.0309703 | val_loss: 0.0312861 | Time: 2693.13 ms [2022-02-28 21:22:01 main:581] : INFO : Epoch 1591 | loss: 0.0309741 | val_loss: 0.0312733 | Time: 2691.5 ms [2022-02-28 21:22:04 main:581] : INFO : Epoch 1592 | loss: 0.0309736 | val_loss: 0.0312975 | Time: 2685.86 ms [2022-02-28 21:22:06 main:581] : INFO : Epoch 1593 | loss: 0.0309738 | val_loss: 0.0313259 | Time: 2693.81 ms [2022-02-28 21:22:09 main:581] : INFO : Epoch 1594 | loss: 0.030981 | val_loss: 0.0312832 | Time: 2687.54 ms [2022-02-28 21:22:12 main:581] : INFO : Epoch 1595 | loss: 0.0309758 | val_loss: 0.0312892 | Time: 2689.48 ms [2022-02-28 21:22:14 main:581] : INFO : Epoch 1596 | loss: 0.0309685 | val_loss: 0.0312925 | Time: 2691.71 ms [2022-02-28 21:22:17 main:581] : INFO : Epoch 1597 | loss: 0.0309652 | val_loss: 0.0313198 | Time: 2692.07 ms [2022-02-28 21:22:20 main:581] : INFO : Epoch 1598 | loss: 0.0309719 | val_loss: 0.0312776 | Time: 2696.38 ms [2022-02-28 21:22:23 main:581] : INFO : Epoch 1599 | loss: 0.030973 | val_loss: 0.0312934 | Time: 2688.02 ms [2022-02-28 21:22:25 main:581] : INFO : Epoch 1600 | loss: 0.0309713 | val_loss: 0.0313042 | Time: 2684.75 ms [2022-02-28 21:22:28 main:581] : INFO : Epoch 1601 | loss: 0.0309704 | val_loss: 0.0312864 | Time: 2690.63 ms [2022-02-28 21:22:31 main:581] : INFO : Epoch 1602 | loss: 0.0309747 | val_loss: 0.0312965 | Time: 2700.58 ms [2022-02-28 21:22:33 main:581] : INFO : Epoch 1603 | loss: 0.030976 | val_loss: 0.0313173 | Time: 2692.61 ms [2022-02-28 21:22:36 main:581] : INFO : Epoch 1604 | loss: 0.0309878 | val_loss: 0.031285 | Time: 2686.71 ms [2022-02-28 21:22:39 main:581] : INFO : Epoch 1605 | loss: 0.0310366 | val_loss: 0.0312296 | Time: 2692.87 ms [2022-02-28 21:22:41 main:581] : INFO : Epoch 1606 | loss: 0.0315749 | val_loss: 0.0317448 | Time: 2692.2 ms [2022-02-28 21:22:44 main:581] : INFO : Epoch 1607 | loss: 0.0370933 | val_loss: 0.0320741 | Time: 2681.52 ms [2022-02-28 21:22:47 main:581] : INFO : Epoch 1608 | loss: 0.0319777 | val_loss: 0.0315211 | Time: 2685.61 ms [2022-02-28 21:22:49 main:581] : INFO : Epoch 1609 | loss: 0.0313526 | val_loss: 0.0312846 | Time: 2691 ms [2022-02-28 21:22:52 main:581] : INFO : Epoch 1610 | loss: 0.0312693 | val_loss: 0.0312542 | Time: 2685.49 ms [2022-02-28 21:22:55 main:581] : INFO : Epoch 1611 | loss: 0.0312548 | val_loss: 0.0312529 | Time: 2698.77 ms [2022-02-28 21:22:58 main:581] : INFO : Epoch 1612 | loss: 0.0312525 | val_loss: 0.0312531 | Time: 2687.41 ms [2022-02-28 21:23:00 main:581] : INFO : Epoch 1613 | loss: 0.0312516 | val_loss: 0.0312509 | Time: 2693.49 ms [2022-02-28 21:23:03 main:581] : INFO : Epoch 1614 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2690.26 ms [2022-02-28 21:23:06 main:581] : INFO : Epoch 1615 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2686.09 ms [2022-02-28 21:23:08 main:581] : INFO : Epoch 1616 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2682.42 ms [2022-02-28 21:23:11 main:581] : INFO : Epoch 1617 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2689.43 ms [2022-02-28 21:23:14 main:581] : INFO : Epoch 1618 | loss: 0.0312508 | val_loss: 0.031251 | Time: 2694.14 ms [2022-02-28 21:23:16 main:581] : INFO : Epoch 1619 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2684.83 ms [2022-02-28 21:23:19 main:581] : INFO : Epoch 1620 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2683.03 ms [2022-02-28 21:23:22 main:581] : INFO : Epoch 1621 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 2683.83 ms [2022-02-28 21:23:24 main:581] : INFO : Epoch 1622 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2687.05 ms [2022-02-28 21:23:27 main:581] : INFO : Epoch 1623 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2693.16 ms [2022-02-28 21:23:30 main:581] : INFO : Epoch 1624 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2684.14 ms [2022-02-28 21:23:32 main:581] : INFO : Epoch 1625 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2696.69 ms [2022-02-28 21:23:35 main:581] : INFO : Epoch 1626 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2686.54 ms [2022-02-28 21:23:38 main:581] : INFO : Epoch 1627 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 2685.78 ms [2022-02-28 21:23:41 main:581] : INFO : Epoch 1628 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2699.14 ms [2022-02-28 21:23:43 main:581] : INFO : Epoch 1629 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2686.96 ms [2022-02-28 21:23:46 main:581] : INFO : Epoch 1630 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2689.47 ms [2022-02-28 21:23:49 main:581] : INFO : Epoch 1631 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2690.19 ms [2022-02-28 21:23:51 main:581] : INFO : Epoch 1632 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 2691.67 ms [2022-02-28 21:23:54 main:581] : INFO : Epoch 1633 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2688.5 ms [2022-02-28 21:23:57 main:581] : INFO : Epoch 1634 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2694.05 ms [2022-02-28 21:23:59 main:581] : INFO : Epoch 1635 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2690.28 ms [2022-02-28 21:24:02 main:581] : INFO : Epoch 1636 | loss: 0.03125 | val_loss: 0.0312491 | Time: 2689.19 ms [2022-02-28 21:24:05 main:581] : INFO : Epoch 1637 | loss: 0.0312492 | val_loss: 0.0312492 | Time: 2689.11 ms [2022-02-28 21:24:07 main:581] : INFO : Epoch 1638 | loss: 0.03125 | val_loss: 0.0312492 | Time: 2689.34 ms [2022-02-28 21:24:10 main:581] : INFO : Epoch 1639 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 2688.28 ms [2022-02-28 21:24:13 main:581] : INFO : Epoch 1640 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 2684.95 ms [2022-02-28 21:24:16 main:581] : INFO : Epoch 1641 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 2687.39 ms [2022-02-28 21:24:18 main:581] : INFO : Epoch 1642 | loss: 0.0312489 | val_loss: 0.0312485 | Time: 2693.4 ms [2022-02-28 21:24:21 main:581] : INFO : Epoch 1643 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2694.86 ms [2022-02-28 21:24:24 main:581] : INFO : Epoch 1644 | loss: 0.0312499 | val_loss: 0.0312484 | Time: 2689.82 ms [2022-02-28 21:24:26 main:581] : INFO : Epoch 1645 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 2695.98 ms [2022-02-28 21:24:29 main:581] : INFO : Epoch 1646 | loss: 0.0312488 | val_loss: 0.031248 | Time: 2694.41 ms [2022-02-28 21:24:32 main:581] : INFO : Epoch 1647 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 2705.37 ms [2022-02-28 21:24:34 main:581] : INFO : Epoch 1648 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 2684.99 ms [2022-02-28 21:24:37 main:581] : INFO : Epoch 1649 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 2689.31 ms [2022-02-28 21:24:40 main:581] : INFO : Epoch 1650 | loss: 0.0312477 | val_loss: 0.031247 | Time: 2692.97 ms [2022-02-28 21:24:42 main:581] : INFO : Epoch 1651 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 2686.96 ms [2022-02-28 21:24:45 main:581] : INFO : Epoch 1652 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 2688.28 ms [2022-02-28 21:24:48 main:581] : INFO : Epoch 1653 | loss: 0.0312474 | val_loss: 0.0312461 | Time: 2689.81 ms [2022-02-28 21:24:51 main:581] : INFO : Epoch 1654 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2693.2 ms [2022-02-28 21:24:53 main:581] : INFO : Epoch 1655 | loss: 0.0312461 | val_loss: 0.0312456 | Time: 2687.92 ms [2022-02-28 21:24:56 main:581] : INFO : Epoch 1656 | loss: 0.0312455 | val_loss: 0.0312456 | Time: 2692.44 ms [2022-02-28 21:24:59 main:581] : INFO : Epoch 1657 | loss: 0.0312449 | val_loss: 0.0312437 | Time: 2693.41 ms [2022-02-28 21:25:01 main:581] : INFO : Epoch 1658 | loss: 0.0312442 | val_loss: 0.0312432 | Time: 2689.24 ms [2022-02-28 21:25:04 main:581] : INFO : Epoch 1659 | loss: 0.0312438 | val_loss: 0.0312422 | Time: 2694.97 ms [2022-02-28 21:25:07 main:581] : INFO : Epoch 1660 | loss: 0.0312425 | val_loss: 0.0312411 | Time: 2693.55 ms [2022-02-28 21:25:09 main:581] : INFO : Epoch 1661 | loss: 0.0312415 | val_loss: 0.0312417 | Time: 2689.5 ms [2022-02-28 21:25:12 main:581] : INFO : Epoch 1662 | loss: 0.03124 | val_loss: 0.0312376 | Time: 2689.97 ms [2022-02-28 21:25:15 main:581] : INFO : Epoch 1663 | loss: 0.0312377 | val_loss: 0.0312363 | Time: 2690.13 ms [2022-02-28 21:25:17 main:581] : INFO : Epoch 1664 | loss: 0.0312351 | val_loss: 0.0312332 | Time: 2682.98 ms [2022-02-28 21:25:20 main:581] : INFO : Epoch 1665 | loss: 0.031235 | val_loss: 0.0312315 | Time: 2687.78 ms [2022-02-28 21:25:23 main:581] : INFO : Epoch 1666 | loss: 0.031231 | val_loss: 0.031228 | Time: 2697.53 ms [2022-02-28 21:25:26 main:581] : INFO : Epoch 1667 | loss: 0.0312272 | val_loss: 0.0312277 | Time: 2691 ms [2022-02-28 21:25:28 main:581] : INFO : Epoch 1668 | loss: 0.0312247 | val_loss: 0.03122 | Time: 2692.58 ms [2022-02-28 21:25:31 main:581] : INFO : Epoch 1669 | loss: 0.0312197 | val_loss: 0.0312162 | Time: 2685.6 ms [2022-02-28 21:25:34 main:581] : INFO : Epoch 1670 | loss: 0.0312176 | val_loss: 0.0312141 | Time: 2685.68 ms [2022-02-28 21:25:36 main:581] : INFO : Epoch 1671 | loss: 0.0312257 | val_loss: 0.031213 | Time: 2687.46 ms [2022-02-28 21:25:39 main:581] : INFO : Epoch 1672 | loss: 0.0312204 | val_loss: 0.0312277 | Time: 2686.12 ms [2022-02-28 21:25:42 main:581] : INFO : Epoch 1673 | loss: 0.0312275 | val_loss: 0.0312091 | Time: 2685.78 ms [2022-02-28 21:25:44 main:581] : INFO : Epoch 1674 | loss: 0.0312118 | val_loss: 0.0312063 | Time: 2695.75 ms [2022-02-28 21:25:47 main:581] : INFO : Epoch 1675 | loss: 0.0312098 | val_loss: 0.0312084 | Time: 2697.95 ms [2022-02-28 21:25:50 main:581] : INFO : Epoch 1676 | loss: 0.031214 | val_loss: 0.0312111 | Time: 2687.31 ms [2022-02-28 21:25:52 main:581] : INFO : Epoch 1677 | loss: 0.0312167 | val_loss: 0.0312023 | Time: 2691.21 ms [2022-02-28 21:25:55 main:581] : INFO : Epoch 1678 | loss: 0.0312054 | val_loss: 0.0312 | Time: 2690.24 ms [2022-02-28 21:25:58 main:581] : INFO : Epoch 1679 | loss: 0.031205 | val_loss: 0.0312002 | Time: 2690.43 ms [2022-02-28 21:26:00 main:581] : INFO : Epoch 1680 | loss: 0.0312036 | val_loss: 0.0312001 | Time: 2688.55 ms [2022-02-28 21:26:03 main:581] : INFO : Epoch 1681 | loss: 0.0312034 | val_loss: 0.0312102 | Time: 2681.98 ms [2022-02-28 21:26:06 main:581] : INFO : Epoch 1682 | loss: 0.0312075 | val_loss: 0.0312053 | Time: 2690.24 ms [2022-02-28 21:26:09 main:581] : INFO : Epoch 1683 | loss: 0.0312009 | val_loss: 0.0311979 | Time: 2687.51 ms [2022-02-28 21:26:11 main:581] : INFO : Epoch 1684 | loss: 0.0311999 | val_loss: 0.031197 | Time: 2689.74 ms [2022-02-28 21:26:14 main:581] : INFO : Epoch 1685 | loss: 0.0311984 | val_loss: 0.0311968 | Time: 2685.43 ms [2022-02-28 21:26:17 main:581] : INFO : Epoch 1686 | loss: 0.031198 | val_loss: 0.031191 | Time: 2691.47 ms [2022-02-28 21:26:19 main:581] : INFO : Epoch 1687 | loss: 0.031196 | val_loss: 0.0311901 | Time: 2689.97 ms [2022-02-28 21:26:22 main:581] : INFO : Epoch 1688 | loss: 0.0311968 | val_loss: 0.0311896 | Time: 2686.53 ms [2022-02-28 21:26:25 main:581] : INFO : Epoch 1689 | loss: 0.0311956 | val_loss: 0.0311893 | Time: 2697.83 ms [2022-02-28 21:26:27 main:581] : INFO : Epoch 1690 | loss: 0.0312016 | val_loss: 0.0311901 | Time: 2691.33 ms [2022-02-28 21:26:30 main:581] : INFO : Epoch 1691 | loss: 0.0311949 | val_loss: 0.0311937 | Time: 2687.56 ms [2022-02-28 21:26:33 main:581] : INFO : Epoch 1692 | loss: 0.0311915 | val_loss: 0.0311891 | Time: 2700.56 ms [2022-02-28 21:26:35 main:581] : INFO : Epoch 1693 | loss: 0.03119 | val_loss: 0.0311875 | Time: 2690.55 ms [2022-02-28 21:26:38 main:581] : INFO : Epoch 1694 | loss: 0.0311898 | val_loss: 0.031191 | Time: 2686.07 ms [2022-02-28 21:26:41 main:581] : INFO : Epoch 1695 | loss: 0.0311949 | val_loss: 0.0311857 | Time: 2698.24 ms [2022-02-28 21:26:44 main:581] : INFO : Epoch 1696 | loss: 0.0311925 | val_loss: 0.0311894 | Time: 2686.96 ms [2022-02-28 21:26:46 main:581] : INFO : Epoch 1697 | loss: 0.0311922 | val_loss: 0.0312007 | Time: 2692.25 ms [2022-02-28 21:26:49 main:581] : INFO : Epoch 1698 | loss: 0.0311921 | val_loss: 0.031184 | Time: 2697.97 ms [2022-02-28 21:26:52 main:581] : INFO : Epoch 1699 | loss: 0.031189 | val_loss: 0.0311932 | Time: 2691.67 ms [2022-02-28 21:26:54 main:581] : INFO : Epoch 1700 | loss: 0.0311912 | val_loss: 0.0311938 | Time: 2689.35 ms [2022-02-28 21:26:57 main:581] : INFO : Epoch 1701 | loss: 0.0311942 | val_loss: 0.0311825 | Time: 2685.71 ms [2022-02-28 21:27:00 main:581] : INFO : Epoch 1702 | loss: 0.0311855 | val_loss: 0.0311827 | Time: 2685.75 ms [2022-02-28 21:27:02 main:581] : INFO : Epoch 1703 | loss: 0.0311836 | val_loss: 0.0311809 | Time: 2694.36 ms [2022-02-28 21:27:05 main:581] : INFO : Epoch 1704 | loss: 0.0311823 | val_loss: 0.03118 | Time: 2687.9 ms [2022-02-28 21:27:08 main:581] : INFO : Epoch 1705 | loss: 0.0311843 | val_loss: 0.03118 | Time: 2694.6 ms [2022-02-28 21:27:10 main:581] : INFO : Epoch 1706 | loss: 0.031183 | val_loss: 0.0311815 | Time: 2692.11 ms [2022-02-28 21:27:13 main:581] : INFO : Epoch 1707 | loss: 0.0311814 | val_loss: 0.0311839 | Time: 2683.71 ms [2022-02-28 21:27:16 main:581] : INFO : Epoch 1708 | loss: 0.031182 | val_loss: 0.0311798 | Time: 2690.58 ms [2022-02-28 21:27:19 main:581] : INFO : Epoch 1709 | loss: 0.0311821 | val_loss: 0.0311779 | Time: 2687.79 ms [2022-02-28 21:27:21 main:581] : INFO : Epoch 1710 | loss: 0.0311876 | val_loss: 0.0311955 | Time: 2694.56 ms [2022-02-28 21:27:24 main:581] : INFO : Epoch 1711 | loss: 0.0311838 | val_loss: 0.0311807 | Time: 2685.11 ms [2022-02-28 21:27:27 main:581] : INFO : Epoch 1712 | loss: 0.0311792 | val_loss: 0.0311848 | Time: 2688.09 ms [2022-02-28 21:27:29 main:581] : INFO : Epoch 1713 | loss: 0.0311795 | val_loss: 0.0311784 | Time: 2690.51 ms [2022-02-28 21:27:32 main:581] : INFO : Epoch 1714 | loss: 0.0311849 | val_loss: 0.0311761 | Time: 2704.99 ms [2022-02-28 21:27:35 main:581] : INFO : Epoch 1715 | loss: 0.0311781 | val_loss: 0.031176 | Time: 2681.85 ms [2022-02-28 21:27:37 main:581] : INFO : Epoch 1716 | loss: 0.0311768 | val_loss: 0.0311752 | Time: 2687.92 ms [2022-02-28 21:27:40 main:581] : INFO : Epoch 1717 | loss: 0.0311752 | val_loss: 0.0311742 | Time: 2686.54 ms [2022-02-28 21:27:43 main:581] : INFO : Epoch 1718 | loss: 0.031176 | val_loss: 0.0311808 | Time: 2685.66 ms [2022-02-28 21:27:45 main:581] : INFO : Epoch 1719 | loss: 0.031181 | val_loss: 0.0311753 | Time: 2686.89 ms [2022-02-28 21:27:48 main:581] : INFO : Epoch 1720 | loss: 0.0311856 | val_loss: 0.031174 | Time: 2680.64 ms [2022-02-28 21:27:51 main:581] : INFO : Epoch 1721 | loss: 0.0311794 | val_loss: 0.0311738 | Time: 2697.2 ms [2022-02-28 21:27:53 main:581] : INFO : Epoch 1722 | loss: 0.0311723 | val_loss: 0.0311735 | Time: 2687.63 ms [2022-02-28 21:27:56 main:581] : INFO : Epoch 1723 | loss: 0.0311733 | val_loss: 0.0311727 | Time: 2687.14 ms [2022-02-28 21:27:59 main:581] : INFO : Epoch 1724 | loss: 0.0311732 | val_loss: 0.0311727 | Time: 2691.01 ms [2022-02-28 21:28:02 main:581] : INFO : Epoch 1725 | loss: 0.0311723 | val_loss: 0.0311748 | Time: 2691.41 ms [2022-02-28 21:28:04 main:581] : INFO : Epoch 1726 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 2687.49 ms [2022-02-28 21:28:07 main:581] : INFO : Epoch 1727 | loss: 0.03118 | val_loss: 0.0311731 | Time: 2686.88 ms [2022-02-28 21:28:10 main:581] : INFO : Epoch 1728 | loss: 0.0311708 | val_loss: 0.0311724 | Time: 2690.43 ms [2022-02-28 21:28:12 main:581] : INFO : Epoch 1729 | loss: 0.0311701 | val_loss: 0.0311716 | Time: 2691.14 ms [2022-02-28 21:28:15 main:581] : INFO : Epoch 1730 | loss: 0.0311694 | val_loss: 0.0311724 | Time: 2694.19 ms [2022-02-28 21:28:18 main:581] : INFO : Epoch 1731 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 2685.49 ms [2022-02-28 21:28:20 main:581] : INFO : Epoch 1732 | loss: 0.0311685 | val_loss: 0.0311708 | Time: 2686.94 ms [2022-02-28 21:28:23 main:581] : INFO : Epoch 1733 | loss: 0.0311733 | val_loss: 0.0311752 | Time: 2684.68 ms [2022-02-28 21:28:26 main:581] : INFO : Epoch 1734 | loss: 0.0311694 | val_loss: 0.0311706 | Time: 2687.69 ms [2022-02-28 21:28:28 main:581] : INFO : Epoch 1735 | loss: 0.0311718 | val_loss: 0.0311792 | Time: 2684.51 ms [2022-02-28 21:28:31 main:581] : INFO : Epoch 1736 | loss: 0.03117 | val_loss: 0.0311734 | Time: 2687.23 ms [2022-02-28 21:28:34 main:581] : INFO : Epoch 1737 | loss: 0.0311684 | val_loss: 0.0311793 | Time: 2694.64 ms [2022-02-28 21:28:37 main:581] : INFO : Epoch 1738 | loss: 0.0311738 | val_loss: 0.0311811 | Time: 2686.2 ms [2022-02-28 21:28:39 main:581] : INFO : Epoch 1739 | loss: 0.0311733 | val_loss: 0.0311735 | Time: 2693.28 ms [2022-02-28 21:28:42 main:581] : INFO : Epoch 1740 | loss: 0.0311687 | val_loss: 0.0311712 | Time: 2702.74 ms [2022-02-28 21:28:45 main:581] : INFO : Epoch 1741 | loss: 0.0311666 | val_loss: 0.0311704 | Time: 2708.75 ms [2022-02-28 21:28:47 main:581] : INFO : Epoch 1742 | loss: 0.0311705 | val_loss: 0.0311782 | Time: 2705.18 ms [2022-02-28 21:28:50 main:581] : INFO : Epoch 1743 | loss: 0.0311675 | val_loss: 0.0311697 | Time: 2706.84 ms [2022-02-28 21:28:53 main:581] : INFO : Epoch 1744 | loss: 0.0311706 | val_loss: 0.0311701 | Time: 2698.94 ms [2022-02-28 21:28:55 main:581] : INFO : Epoch 1745 | loss: 0.0311677 | val_loss: 0.0311731 | Time: 2686.39 ms [2022-02-28 21:28:58 main:581] : INFO : Epoch 1746 | loss: 0.0311679 | val_loss: 0.0311692 | Time: 2694.57 ms [2022-02-28 21:29:01 main:581] : INFO : Epoch 1747 | loss: 0.0311679 | val_loss: 0.0311837 | Time: 2692.26 ms [2022-02-28 21:29:04 main:581] : INFO : Epoch 1748 | loss: 0.0311732 | val_loss: 0.0311923 | Time: 2717.66 ms [2022-02-28 21:29:06 main:581] : INFO : Epoch 1749 | loss: 0.0311751 | val_loss: 0.0311906 | Time: 2731.69 ms [2022-02-28 21:29:09 main:581] : INFO : Epoch 1750 | loss: 0.0311689 | val_loss: 0.0311693 | Time: 2706.21 ms [2022-02-28 21:29:12 main:581] : INFO : Epoch 1751 | loss: 0.0311654 | val_loss: 0.0311693 | Time: 2686.35 ms [2022-02-28 21:29:14 main:581] : INFO : Epoch 1752 | loss: 0.0311629 | val_loss: 0.0311733 | Time: 2685.51 ms [2022-02-28 21:29:17 main:581] : INFO : Epoch 1753 | loss: 0.0311676 | val_loss: 0.0311693 | Time: 2685.23 ms [2022-02-28 21:29:20 main:581] : INFO : Epoch 1754 | loss: 0.0311629 | val_loss: 0.0311705 | Time: 2678.95 ms [2022-02-28 21:29:22 main:581] : INFO : Epoch 1755 | loss: 0.0311684 | val_loss: 0.031169 | Time: 2681.69 ms [2022-02-28 21:29:25 main:581] : INFO : Epoch 1756 | loss: 0.0311636 | val_loss: 0.0311723 | Time: 2688.38 ms [2022-02-28 21:29:28 main:581] : INFO : Epoch 1757 | loss: 0.0311653 | val_loss: 0.0311704 | Time: 2686.57 ms [2022-02-28 21:29:30 main:581] : INFO : Epoch 1758 | loss: 0.0311646 | val_loss: 0.0311695 | Time: 2688.19 ms [2022-02-28 21:29:33 main:581] : INFO : Epoch 1759 | loss: 0.0311607 | val_loss: 0.0311685 | Time: 2694.68 ms [2022-02-28 21:29:36 main:581] : INFO : Epoch 1760 | loss: 0.031161 | val_loss: 0.0311682 | Time: 2682.94 ms [2022-02-28 21:29:39 main:581] : INFO : Epoch 1761 | loss: 0.031164 | val_loss: 0.0311708 | Time: 2680.4 ms [2022-02-28 21:29:41 main:581] : INFO : Epoch 1762 | loss: 0.0311655 | val_loss: 0.0311735 | Time: 2679.74 ms [2022-02-28 21:29:44 main:581] : INFO : Epoch 1763 | loss: 0.0311648 | val_loss: 0.0311691 | Time: 2684.59 ms [2022-02-28 21:29:47 main:581] : INFO : Epoch 1764 | loss: 0.0311633 | val_loss: 0.0311688 | Time: 2680.9 ms [2022-02-28 21:29:49 main:581] : INFO : Epoch 1765 | loss: 0.0311596 | val_loss: 0.031167 | Time: 2689.53 ms [2022-02-28 21:29:52 main:581] : INFO : Epoch 1766 | loss: 0.0311594 | val_loss: 0.0311676 | Time: 2686.29 ms [2022-02-28 21:29:55 main:581] : INFO : Epoch 1767 | loss: 0.0311577 | val_loss: 0.0311687 | Time: 2681.43 ms [2022-02-28 21:29:57 main:581] : INFO : Epoch 1768 | loss: 0.0311576 | val_loss: 0.0311676 | Time: 2698.05 ms [2022-02-28 21:30:00 main:581] : INFO : Epoch 1769 | loss: 0.0311578 | val_loss: 0.0311697 | Time: 2691.79 ms [2022-02-28 21:30:03 main:581] : INFO : Epoch 1770 | loss: 0.0311565 | val_loss: 0.0311679 | Time: 2682.24 ms [2022-02-28 21:30:05 main:581] : INFO : Epoch 1771 | loss: 0.0311576 | val_loss: 0.0311809 | Time: 2686.17 ms [2022-02-28 21:30:08 main:581] : INFO : Epoch 1772 | loss: 0.0311646 | val_loss: 0.031171 | Time: 2683.71 ms [2022-02-28 21:30:11 main:581] : INFO : Epoch 1773 | loss: 0.0311597 | val_loss: 0.0311711 | Time: 2682.64 ms [2022-02-28 21:30:13 main:581] : INFO : Epoch 1774 | loss: 0.0311609 | val_loss: 0.0311849 | Time: 2685.81 ms [2022-02-28 21:30:16 main:581] : INFO : Epoch 1775 | loss: 0.03116 | val_loss: 0.0311767 | Time: 2684.91 ms [2022-02-28 21:30:19 main:581] : INFO : Epoch 1776 | loss: 0.0311607 | val_loss: 0.0311682 | Time: 2682.46 ms [2022-02-28 21:30:21 main:581] : INFO : Epoch 1777 | loss: 0.0311584 | val_loss: 0.0311679 | Time: 2681.99 ms [2022-02-28 21:30:24 main:581] : INFO : Epoch 1778 | loss: 0.0311556 | val_loss: 0.0311676 | Time: 2683.69 ms [2022-02-28 21:30:27 main:581] : INFO : Epoch 1779 | loss: 0.031154 | val_loss: 0.0311679 | Time: 2688.47 ms [2022-02-28 21:30:30 main:581] : INFO : Epoch 1780 | loss: 0.0311539 | val_loss: 0.0311713 | Time: 2688.27 ms [2022-02-28 21:30:32 main:581] : INFO : Epoch 1781 | loss: 0.0311555 | val_loss: 0.0311705 | Time: 2693.12 ms [2022-02-28 21:30:35 main:581] : INFO : Epoch 1782 | loss: 0.0311592 | val_loss: 0.0311695 | Time: 2682.12 ms [2022-02-28 21:30:38 main:581] : INFO : Epoch 1783 | loss: 0.0311577 | val_loss: 0.031171 | Time: 2689.92 ms [2022-02-28 21:30:40 main:581] : INFO : Epoch 1784 | loss: 0.0311601 | val_loss: 0.0311672 | Time: 2688.2 ms [2022-02-28 21:30:43 main:581] : INFO : Epoch 1785 | loss: 0.0311541 | val_loss: 0.0311681 | Time: 2683.36 ms [2022-02-28 21:30:46 main:581] : INFO : Epoch 1786 | loss: 0.0311566 | val_loss: 0.0311748 | Time: 2682.89 ms [2022-02-28 21:30:48 main:581] : INFO : Epoch 1787 | loss: 0.0311543 | val_loss: 0.0311722 | Time: 2684.75 ms [2022-02-28 21:30:51 main:581] : INFO : Epoch 1788 | loss: 0.0311546 | val_loss: 0.0311687 | Time: 2682.96 ms [2022-02-28 21:30:54 main:581] : INFO : Epoch 1789 | loss: 0.0311536 | val_loss: 0.0311684 | Time: 2692.49 ms [2022-02-28 21:30:56 main:581] : INFO : Epoch 1790 | loss: 0.0311515 | val_loss: 0.0311706 | Time: 2697.5 ms [2022-02-28 21:30:59 main:581] : INFO : Epoch 1791 | loss: 0.0311527 | val_loss: 0.031168 | Time: 2684.32 ms [2022-02-28 21:31:02 main:581] : INFO : Epoch 1792 | loss: 0.0311536 | val_loss: 0.031169 | Time: 2701.47 ms [2022-02-28 21:31:05 main:581] : INFO : Epoch 1793 | loss: 0.0311511 | val_loss: 0.031169 | Time: 2684.16 ms [2022-02-28 21:31:07 main:581] : INFO : Epoch 1794 | loss: 0.0311506 | val_loss: 0.0311681 | Time: 2693.67 ms [2022-02-28 21:31:10 main:581] : INFO : Epoch 1795 | loss: 0.0311503 | val_loss: 0.0311668 | Time: 2687.96 ms [2022-02-28 21:31:13 main:581] : INFO : Epoch 1796 | loss: 0.0311513 | val_loss: 0.0311671 | Time: 2687.3 ms [2022-02-28 21:31:15 main:581] : INFO : Epoch 1797 | loss: 0.0311493 | val_loss: 0.0311675 | Time: 2687.13 ms [2022-02-28 21:31:18 main:581] : INFO : Epoch 1798 | loss: 0.0311504 | val_loss: 0.0311707 | Time: 2682.69 ms [2022-02-28 21:31:21 main:581] : INFO : Epoch 1799 | loss: 0.0311594 | val_loss: 0.0311759 | Time: 2687.57 ms [2022-02-28 21:31:23 main:581] : INFO : Epoch 1800 | loss: 0.0311519 | val_loss: 0.0311801 | Time: 2706.84 ms [2022-02-28 21:31:26 main:581] : INFO : Epoch 1801 | loss: 0.0311628 | val_loss: 0.0311729 | Time: 2695.3 ms [2022-02-28 21:31:29 main:581] : INFO : Epoch 1802 | loss: 0.0311534 | val_loss: 0.0311652 | Time: 2720.39 ms [2022-02-28 21:31:31 main:581] : INFO : Epoch 1803 | loss: 0.0311486 | val_loss: 0.0311704 | Time: 2688.88 ms [2022-02-28 21:31:34 main:581] : INFO : Epoch 1804 | loss: 0.0311477 | val_loss: 0.0311724 | Time: 2682.06 ms [2022-02-28 21:31:37 main:581] : INFO : Epoch 1805 | loss: 0.0311474 | val_loss: 0.0311698 | Time: 2688.72 ms [2022-02-28 21:31:40 main:581] : INFO : Epoch 1806 | loss: 0.0311479 | val_loss: 0.0311722 | Time: 2686.59 ms [2022-02-28 21:31:42 main:581] : INFO : Epoch 1807 | loss: 0.0311478 | val_loss: 0.0311789 | Time: 2683.43 ms [2022-02-28 21:31:45 main:581] : INFO : Epoch 1808 | loss: 0.0311487 | val_loss: 0.0311701 | Time: 2684.4 ms [2022-02-28 21:31:48 main:581] : INFO : Epoch 1809 | loss: 0.0311491 | val_loss: 0.0311769 | Time: 2692.47 ms [2022-02-28 21:31:50 main:581] : INFO : Epoch 1810 | loss: 0.0311521 | val_loss: 0.031167 | Time: 2684.33 ms [2022-02-28 21:31:53 main:581] : INFO : Epoch 1811 | loss: 0.0311494 | val_loss: 0.0311689 | Time: 2689.14 ms [2022-02-28 21:31:56 main:581] : INFO : Epoch 1812 | loss: 0.0311532 | val_loss: 0.0311753 | Time: 2691.94 ms [2022-02-28 21:31:58 main:581] : INFO : Epoch 1813 | loss: 0.0311493 | val_loss: 0.0311682 | Time: 2693.57 ms [2022-02-28 21:32:01 main:581] : INFO : Epoch 1814 | loss: 0.0311462 | val_loss: 0.0311758 | Time: 2686.65 ms [2022-02-28 21:32:04 main:581] : INFO : Epoch 1815 | loss: 0.031152 | val_loss: 0.0311759 | Time: 2692.61 ms [2022-02-28 21:32:06 main:581] : INFO : Epoch 1816 | loss: 0.031146 | val_loss: 0.0311706 | Time: 2688.92 ms [2022-02-28 21:32:09 main:581] : INFO : Epoch 1817 | loss: 0.0311455 | val_loss: 0.031172 | Time: 2683.86 ms [2022-02-28 21:32:12 main:581] : INFO : Epoch 1818 | loss: 0.0311442 | val_loss: 0.031172 | Time: 2693.4 ms [2022-02-28 21:32:14 main:581] : INFO : Epoch 1819 | loss: 0.0311447 | val_loss: 0.0311781 | Time: 2688.63 ms [2022-02-28 21:32:17 main:581] : INFO : Epoch 1820 | loss: 0.0311485 | val_loss: 0.0311709 | Time: 2688.98 ms [2022-02-28 21:32:20 main:581] : INFO : Epoch 1821 | loss: 0.031146 | val_loss: 0.0311732 | Time: 2696.8 ms [2022-02-28 21:32:23 main:581] : INFO : Epoch 1822 | loss: 0.0311474 | val_loss: 0.031172 | Time: 2687.01 ms [2022-02-28 21:32:25 main:581] : INFO : Epoch 1823 | loss: 0.0311452 | val_loss: 0.0311802 | Time: 2683.81 ms [2022-02-28 21:32:28 main:581] : INFO : Epoch 1824 | loss: 0.0311461 | val_loss: 0.031169 | Time: 2681.31 ms [2022-02-28 21:32:31 main:581] : INFO : Epoch 1825 | loss: 0.0311437 | val_loss: 0.0311724 | Time: 2686.73 ms [2022-02-28 21:32:33 main:581] : INFO : Epoch 1826 | loss: 0.0311436 | val_loss: 0.0311821 | Time: 2688.65 ms [2022-02-28 21:32:36 main:581] : INFO : Epoch 1827 | loss: 0.0311466 | val_loss: 0.0311785 | Time: 2685.37 ms [2022-02-28 21:32:39 main:581] : INFO : Epoch 1828 | loss: 0.0311433 | val_loss: 0.0311728 | Time: 2685.03 ms [2022-02-28 21:32:41 main:581] : INFO : Epoch 1829 | loss: 0.031145 | val_loss: 0.0311749 | Time: 2682.95 ms [2022-02-28 21:32:44 main:581] : INFO : Epoch 1830 | loss: 0.0311447 | val_loss: 0.031175 | Time: 2685.77 ms [2022-02-28 21:32:47 main:581] : INFO : Epoch 1831 | loss: 0.0311442 | val_loss: 0.0311734 | Time: 2681.63 ms [2022-02-28 21:32:49 main:581] : INFO : Epoch 1832 | loss: 0.0311445 | val_loss: 0.0311723 | Time: 2682.75 ms [2022-02-28 21:32:52 main:581] : INFO : Epoch 1833 | loss: 0.0311437 | val_loss: 0.0311677 | Time: 2689.95 ms [2022-02-28 21:32:55 main:581] : INFO : Epoch 1834 | loss: 0.0311433 | val_loss: 0.0311671 | Time: 2688.34 ms [2022-02-28 21:32:57 main:581] : INFO : Epoch 1835 | loss: 0.0311433 | val_loss: 0.0311717 | Time: 2683.52 ms [2022-02-28 21:33:00 main:581] : INFO : Epoch 1836 | loss: 0.0311412 | val_loss: 0.0311727 | Time: 2694.01 ms [2022-02-28 21:33:03 main:581] : INFO : Epoch 1837 | loss: 0.0311422 | val_loss: 0.0311804 | Time: 2692.08 ms [2022-02-28 21:33:06 main:581] : INFO : Epoch 1838 | loss: 0.0311428 | val_loss: 0.0311737 | Time: 2703.7 ms [2022-02-28 21:33:08 main:581] : INFO : Epoch 1839 | loss: 0.0311421 | val_loss: 0.0311801 | Time: 2694.07 ms [2022-02-28 21:33:11 main:581] : INFO : Epoch 1840 | loss: 0.0311411 | val_loss: 0.0311747 | Time: 2685.77 ms [2022-02-28 21:33:14 main:581] : INFO : Epoch 1841 | loss: 0.0311408 | val_loss: 0.0311719 | Time: 2690.71 ms [2022-02-28 21:33:16 main:581] : INFO : Epoch 1842 | loss: 0.0311441 | val_loss: 0.0311701 | Time: 2689.96 ms [2022-02-28 21:33:19 main:581] : INFO : Epoch 1843 | loss: 0.031141 | val_loss: 0.0311694 | Time: 2687.83 ms [2022-02-28 21:33:22 main:581] : INFO : Epoch 1844 | loss: 0.0311406 | val_loss: 0.0311724 | Time: 2684.67 ms [2022-02-28 21:33:24 main:581] : INFO : Epoch 1845 | loss: 0.0311378 | val_loss: 0.0311714 | Time: 2688.12 ms [2022-02-28 21:33:27 main:581] : INFO : Epoch 1846 | loss: 0.0311405 | val_loss: 0.0311729 | Time: 2687.44 ms [2022-02-28 21:33:30 main:581] : INFO : Epoch 1847 | loss: 0.0311418 | val_loss: 0.0311721 | Time: 2695.29 ms [2022-02-28 21:33:32 main:581] : INFO : Epoch 1848 | loss: 0.0311416 | val_loss: 0.0311688 | Time: 2685.45 ms [2022-02-28 21:33:35 main:581] : INFO : Epoch 1849 | loss: 0.0311472 | val_loss: 0.0311717 | Time: 2692.44 ms [2022-02-28 21:33:38 main:581] : INFO : Epoch 1850 | loss: 0.0311427 | val_loss: 0.0311712 | Time: 2689.95 ms [2022-02-28 21:33:41 main:581] : INFO : Epoch 1851 | loss: 0.0311402 | val_loss: 0.0311739 | Time: 2704.43 ms [2022-02-28 21:33:43 main:581] : INFO : Epoch 1852 | loss: 0.0311415 | val_loss: 0.0311719 | Time: 2699.68 ms [2022-02-28 21:33:46 main:581] : INFO : Epoch 1853 | loss: 0.0311401 | val_loss: 0.0311701 | Time: 2693.08 ms [2022-02-28 21:33:49 main:581] : INFO : Epoch 1854 | loss: 0.0311405 | val_loss: 0.0311706 | Time: 2685.22 ms [2022-02-28 21:33:51 main:581] : INFO : Epoch 1855 | loss: 0.0311423 | val_loss: 0.031168 | Time: 2687.38 ms [2022-02-28 21:33:54 main:581] : INFO : Epoch 1856 | loss: 0.0311427 | val_loss: 0.0311741 | Time: 2686.53 ms [2022-02-28 21:33:57 main:581] : INFO : Epoch 1857 | loss: 0.0311373 | val_loss: 0.0311688 | Time: 2690.93 ms [2022-02-28 21:33:59 main:581] : INFO : Epoch 1858 | loss: 0.0311395 | val_loss: 0.0311819 | Time: 2687.1 ms [2022-02-28 21:34:02 main:581] : INFO : Epoch 1859 | loss: 0.0311403 | val_loss: 0.0311733 | Time: 2688.11 ms [2022-02-28 21:34:05 main:581] : INFO : Epoch 1860 | loss: 0.0311395 | val_loss: 0.0311717 | Time: 2689.03 ms [2022-02-28 21:34:07 main:581] : INFO : Epoch 1861 | loss: 0.0311386 | val_loss: 0.0311684 | Time: 2689.27 ms [2022-02-28 21:34:10 main:581] : INFO : Epoch 1862 | loss: 0.0311388 | val_loss: 0.0311721 | Time: 2694.04 ms [2022-02-28 21:34:13 main:581] : INFO : Epoch 1863 | loss: 0.0311379 | val_loss: 0.031186 | Time: 2694.26 ms [2022-02-28 21:34:16 main:581] : INFO : Epoch 1864 | loss: 0.0311459 | val_loss: 0.0311836 | Time: 2693.36 ms [2022-02-28 21:34:18 main:581] : INFO : Epoch 1865 | loss: 0.0311679 | val_loss: 0.0311718 | Time: 2711.49 ms [2022-02-28 21:34:21 main:581] : INFO : Epoch 1866 | loss: 0.0311604 | val_loss: 0.0311695 | Time: 2690.57 ms [2022-02-28 21:34:24 main:581] : INFO : Epoch 1867 | loss: 0.0311538 | val_loss: 0.0311597 | Time: 2693.34 ms [2022-02-28 21:34:26 main:581] : INFO : Epoch 1868 | loss: 0.0311486 | val_loss: 0.031163 | Time: 2694.02 ms [2022-02-28 21:34:29 main:581] : INFO : Epoch 1869 | loss: 0.0311479 | val_loss: 0.0311598 | Time: 2689.39 ms [2022-02-28 21:34:32 main:581] : INFO : Epoch 1870 | loss: 0.0311454 | val_loss: 0.031165 | Time: 2686.22 ms [2022-02-28 21:34:34 main:581] : INFO : Epoch 1871 | loss: 0.0311449 | val_loss: 0.0311639 | Time: 2690.38 ms [2022-02-28 21:34:37 main:581] : INFO : Epoch 1872 | loss: 0.0311463 | val_loss: 0.0311641 | Time: 2684.84 ms [2022-02-28 21:34:40 main:581] : INFO : Epoch 1873 | loss: 0.0311423 | val_loss: 0.0311658 | Time: 2685.23 ms [2022-02-28 21:34:42 main:581] : INFO : Epoch 1874 | loss: 0.0311429 | val_loss: 0.0311647 | Time: 2688.18 ms [2022-02-28 21:34:45 main:581] : INFO : Epoch 1875 | loss: 0.0311414 | val_loss: 0.0311649 | Time: 2693.04 ms [2022-02-28 21:34:48 main:581] : INFO : Epoch 1876 | loss: 0.0311398 | val_loss: 0.0311713 | Time: 2680.51 ms [2022-02-28 21:34:50 main:581] : INFO : Epoch 1877 | loss: 0.0311383 | val_loss: 0.0311695 | Time: 2683.49 ms [2022-02-28 21:34:53 main:581] : INFO : Epoch 1878 | loss: 0.0311391 | val_loss: 0.0311631 | Time: 2685.89 ms [2022-02-28 21:34:56 main:581] : INFO : Epoch 1879 | loss: 0.031137 | val_loss: 0.0311661 | Time: 2686.97 ms [2022-02-28 21:34:59 main:581] : INFO : Epoch 1880 | loss: 0.0311357 | val_loss: 0.0311674 | Time: 2686.77 ms [2022-02-28 21:35:01 main:581] : INFO : Epoch 1881 | loss: 0.0311368 | val_loss: 0.0311689 | Time: 2687 ms [2022-02-28 21:35:04 main:581] : INFO : Epoch 1882 | loss: 0.0311389 | val_loss: 0.0311761 | Time: 2691.07 ms [2022-02-28 21:35:07 main:581] : INFO : Epoch 1883 | loss: 0.0311374 | val_loss: 0.0311693 | Time: 2692.63 ms [2022-02-28 21:35:09 main:581] : INFO : Epoch 1884 | loss: 0.0311359 | val_loss: 0.031168 | Time: 2691.85 ms [2022-02-28 21:35:12 main:581] : INFO : Epoch 1885 | loss: 0.0311351 | val_loss: 0.0311708 | Time: 2695.38 ms [2022-02-28 21:35:15 main:581] : INFO : Epoch 1886 | loss: 0.0311344 | val_loss: 0.0311685 | Time: 2703.34 ms [2022-02-28 21:35:17 main:581] : INFO : Epoch 1887 | loss: 0.0311345 | val_loss: 0.0311688 | Time: 2692.47 ms [2022-02-28 21:35:20 main:581] : INFO : Epoch 1888 | loss: 0.031133 | val_loss: 0.0311677 | Time: 2694.85 ms [2022-02-28 21:35:23 main:581] : INFO : Epoch 1889 | loss: 0.0311335 | val_loss: 0.0311739 | Time: 2686.85 ms [2022-02-28 21:35:25 main:581] : INFO : Epoch 1890 | loss: 0.0311336 | val_loss: 0.0311688 | Time: 2688.85 ms [2022-02-28 21:35:28 main:581] : INFO : Epoch 1891 | loss: 0.031137 | val_loss: 0.0311701 | Time: 2692.12 ms [2022-02-28 21:35:31 main:581] : INFO : Epoch 1892 | loss: 0.031134 | val_loss: 0.0311716 | Time: 2691.75 ms [2022-02-28 21:35:34 main:581] : INFO : Epoch 1893 | loss: 0.0311339 | val_loss: 0.0311709 | Time: 2693.21 ms [2022-02-28 21:35:36 main:581] : INFO : Epoch 1894 | loss: 0.0311314 | val_loss: 0.0311721 | Time: 2682.83 ms [2022-02-28 21:35:39 main:581] : INFO : Epoch 1895 | loss: 0.0311304 | val_loss: 0.0311674 | Time: 2688.93 ms [2022-02-28 21:35:42 main:581] : INFO : Epoch 1896 | loss: 0.0311306 | val_loss: 0.0311759 | Time: 2693.9 ms [2022-02-28 21:35:44 main:581] : INFO : Epoch 1897 | loss: 0.0311325 | val_loss: 0.0311732 | Time: 2690.29 ms [2022-02-28 21:35:47 main:581] : INFO : Epoch 1898 | loss: 0.031133 | val_loss: 0.0311713 | Time: 2692.41 ms [2022-02-28 21:35:50 main:581] : INFO : Epoch 1899 | loss: 0.0311332 | val_loss: 0.0311702 | Time: 2694.32 ms [2022-02-28 21:35:52 main:581] : INFO : Epoch 1900 | loss: 0.0311311 | val_loss: 0.0311736 | Time: 2691.48 ms [2022-02-28 21:35:55 main:581] : INFO : Epoch 1901 | loss: 0.0311321 | val_loss: 0.0311726 | Time: 2690.43 ms [2022-02-28 21:35:58 main:581] : INFO : Epoch 1902 | loss: 0.0311312 | val_loss: 0.0311701 | Time: 2693.33 ms [2022-02-28 21:36:00 main:581] : INFO : Epoch 1903 | loss: 0.0311329 | val_loss: 0.0311751 | Time: 2691.28 ms [2022-02-28 21:36:03 main:581] : INFO : Epoch 1904 | loss: 0.0311325 | val_loss: 0.0311724 | Time: 2690.17 ms [2022-02-28 21:36:06 main:581] : INFO : Epoch 1905 | loss: 0.0311321 | val_loss: 0.0311681 | Time: 2684.6 ms [2022-02-28 21:36:09 main:581] : INFO : Epoch 1906 | loss: 0.0311269 | val_loss: 0.0311699 | Time: 2689.84 ms [2022-02-28 21:36:11 main:581] : INFO : Epoch 1907 | loss: 0.0311287 | val_loss: 0.0311669 | Time: 2688.89 ms [2022-02-28 21:36:14 main:581] : INFO : Epoch 1908 | loss: 0.0311282 | val_loss: 0.0311711 | Time: 2698.55 ms [2022-02-28 21:36:17 main:581] : INFO : Epoch 1909 | loss: 0.0311295 | val_loss: 0.0311702 | Time: 2692.61 ms [2022-02-28 21:36:19 main:581] : INFO : Epoch 1910 | loss: 0.0311334 | val_loss: 0.0311655 | Time: 2688.3 ms [2022-02-28 21:36:22 main:581] : INFO : Epoch 1911 | loss: 0.0311319 | val_loss: 0.0311731 | Time: 2695.42 ms [2022-02-28 21:36:25 main:581] : INFO : Epoch 1912 | loss: 0.0311317 | val_loss: 0.0311695 | Time: 2686.48 ms [2022-02-28 21:36:27 main:581] : INFO : Epoch 1913 | loss: 0.0311304 | val_loss: 0.0311678 | Time: 2688.3 ms [2022-02-28 21:36:30 main:581] : INFO : Epoch 1914 | loss: 0.031127 | val_loss: 0.0311724 | Time: 2693.1 ms [2022-02-28 21:36:33 main:581] : INFO : Epoch 1915 | loss: 0.0311259 | val_loss: 0.0311683 | Time: 2682.9 ms [2022-02-28 21:36:35 main:581] : INFO : Epoch 1916 | loss: 0.0311279 | val_loss: 0.0311718 | Time: 2684.78 ms [2022-02-28 21:36:38 main:581] : INFO : Epoch 1917 | loss: 0.0311309 | val_loss: 0.0311692 | Time: 2688.08 ms [2022-02-28 21:36:41 main:581] : INFO : Epoch 1918 | loss: 0.0311302 | val_loss: 0.0311695 | Time: 2693.1 ms [2022-02-28 21:36:44 main:581] : INFO : Epoch 1919 | loss: 0.0311314 | val_loss: 0.0311734 | Time: 2684.51 ms [2022-02-28 21:36:46 main:581] : INFO : Epoch 1920 | loss: 0.031127 | val_loss: 0.0311699 | Time: 2694.08 ms [2022-02-28 21:36:49 main:581] : INFO : Epoch 1921 | loss: 0.0311267 | val_loss: 0.0311726 | Time: 2688.44 ms [2022-02-28 21:36:52 main:581] : INFO : Epoch 1922 | loss: 0.0311273 | val_loss: 0.0311654 | Time: 2689 ms [2022-02-28 21:36:54 main:581] : INFO : Epoch 1923 | loss: 0.0311262 | val_loss: 0.0311691 | Time: 2691.99 ms [2022-02-28 21:36:57 main:581] : INFO : Epoch 1924 | loss: 0.0311274 | val_loss: 0.0311772 | Time: 2688.87 ms [2022-02-28 21:37:00 main:581] : INFO : Epoch 1925 | loss: 0.0311259 | val_loss: 0.031166 | Time: 2686.86 ms [2022-02-28 21:37:02 main:581] : INFO : Epoch 1926 | loss: 0.0311257 | val_loss: 0.0311695 | Time: 2685.84 ms [2022-02-28 21:37:05 main:581] : INFO : Epoch 1927 | loss: 0.0311262 | val_loss: 0.0311704 | Time: 2686.61 ms [2022-02-28 21:37:08 main:581] : INFO : Epoch 1928 | loss: 0.0311262 | val_loss: 0.0311665 | Time: 2689.96 ms [2022-02-28 21:37:10 main:581] : INFO : Epoch 1929 | loss: 0.0311284 | val_loss: 0.031174 | Time: 2687.2 ms [2022-02-28 21:37:13 main:581] : INFO : Epoch 1930 | loss: 0.0311293 | val_loss: 0.0311649 | Time: 2688.74 ms [2022-02-28 21:37:16 main:581] : INFO : Epoch 1931 | loss: 0.0311288 | val_loss: 0.0311745 | Time: 2687.31 ms [2022-02-28 21:37:18 main:581] : INFO : Epoch 1932 | loss: 0.0311265 | val_loss: 0.0311738 | Time: 2687.76 ms [2022-02-28 21:37:21 main:581] : INFO : Epoch 1933 | loss: 0.0311244 | val_loss: 0.0311705 | Time: 2692.6 ms [2022-02-28 21:37:24 main:581] : INFO : Epoch 1934 | loss: 0.0311288 | val_loss: 0.0311628 | Time: 2692.59 ms [2022-02-28 21:37:27 main:581] : INFO : Epoch 1935 | loss: 0.0311305 | val_loss: 0.031167 | Time: 2691.52 ms [2022-02-28 21:37:29 main:581] : INFO : Epoch 1936 | loss: 0.0311229 | val_loss: 0.0311684 | Time: 2693.61 ms [2022-02-28 21:37:32 main:581] : INFO : Epoch 1937 | loss: 0.0311242 | val_loss: 0.0311797 | Time: 2687.66 ms [2022-02-28 21:37:35 main:581] : INFO : Epoch 1938 | loss: 0.0311232 | val_loss: 0.0311675 | Time: 2695.63 ms [2022-02-28 21:37:37 main:581] : INFO : Epoch 1939 | loss: 0.0311234 | val_loss: 0.03118 | Time: 2695.81 ms [2022-02-28 21:37:40 main:581] : INFO : Epoch 1940 | loss: 0.0311271 | val_loss: 0.0311749 | Time: 2694.13 ms [2022-02-28 21:37:43 main:581] : INFO : Epoch 1941 | loss: 0.0311261 | val_loss: 0.0311728 | Time: 2702.13 ms [2022-02-28 21:37:45 main:581] : INFO : Epoch 1942 | loss: 0.0311237 | val_loss: 0.0311748 | Time: 2690.81 ms [2022-02-28 21:37:48 main:581] : INFO : Epoch 1943 | loss: 0.0311234 | val_loss: 0.0311769 | Time: 2692.06 ms [2022-02-28 21:37:51 main:581] : INFO : Epoch 1944 | loss: 0.0311276 | val_loss: 0.0311639 | Time: 2682.45 ms [2022-02-28 21:37:53 main:581] : INFO : Epoch 1945 | loss: 0.0311268 | val_loss: 0.0311746 | Time: 2695.09 ms [2022-02-28 21:37:56 main:581] : INFO : Epoch 1946 | loss: 0.0311272 | val_loss: 0.0311712 | Time: 2690.8 ms [2022-02-28 21:37:59 main:581] : INFO : Epoch 1947 | loss: 0.031124 | val_loss: 0.0311699 | Time: 2687.53 ms [2022-02-28 21:38:02 main:581] : INFO : Epoch 1948 | loss: 0.0311257 | val_loss: 0.031165 | Time: 2682.25 ms [2022-02-28 21:38:04 main:581] : INFO : Epoch 1949 | loss: 0.0311239 | val_loss: 0.0311727 | Time: 2694.49 ms [2022-02-28 21:38:07 main:581] : INFO : Epoch 1950 | loss: 0.0311223 | val_loss: 0.0311768 | Time: 2689.5 ms [2022-02-28 21:38:10 main:581] : INFO : Epoch 1951 | loss: 0.0311228 | val_loss: 0.0311699 | Time: 2690.89 ms [2022-02-28 21:38:12 main:581] : INFO : Epoch 1952 | loss: 0.0311184 | val_loss: 0.0311747 | Time: 2688.69 ms [2022-02-28 21:38:15 main:581] : INFO : Epoch 1953 | loss: 0.0311193 | val_loss: 0.0311764 | Time: 2689.65 ms [2022-02-28 21:38:18 main:581] : INFO : Epoch 1954 | loss: 0.031122 | val_loss: 0.0311758 | Time: 2691.81 ms [2022-02-28 21:38:20 main:581] : INFO : Epoch 1955 | loss: 0.0311235 | val_loss: 0.0311686 | Time: 2700.62 ms [2022-02-28 21:38:23 main:581] : INFO : Epoch 1956 | loss: 0.0311217 | val_loss: 0.0311783 | Time: 2701.71 ms [2022-02-28 21:38:26 main:581] : INFO : Epoch 1957 | loss: 0.0311222 | val_loss: 0.0311693 | Time: 2687.92 ms [2022-02-28 21:38:28 main:581] : INFO : Epoch 1958 | loss: 0.0311193 | val_loss: 0.0311659 | Time: 2696.39 ms [2022-02-28 21:38:31 main:581] : INFO : Epoch 1959 | loss: 0.0311211 | val_loss: 0.03117 | Time: 2691.86 ms [2022-02-28 21:38:34 main:581] : INFO : Epoch 1960 | loss: 0.031118 | val_loss: 0.0311694 | Time: 2689.15 ms [2022-02-28 21:38:37 main:581] : INFO : Epoch 1961 | loss: 0.0311181 | val_loss: 0.0311714 | Time: 2701.03 ms [2022-02-28 21:38:39 main:581] : INFO : Epoch 1962 | loss: 0.0311213 | val_loss: 0.0311703 | Time: 2695.77 ms [2022-02-28 21:38:42 main:581] : INFO : Epoch 1963 | loss: 0.0311166 | val_loss: 0.0311811 | Time: 2690.98 ms [2022-02-28 21:38:45 main:581] : INFO : Epoch 1964 | loss: 0.0311202 | val_loss: 0.0311661 | Time: 2686.18 ms [2022-02-28 21:38:47 main:581] : INFO : Epoch 1965 | loss: 0.031118 | val_loss: 0.0311776 | Time: 2690.01 ms [2022-02-28 21:38:50 main:581] : INFO : Epoch 1966 | loss: 0.0311192 | val_loss: 0.0311674 | Time: 2692.85 ms [2022-02-28 21:38:53 main:581] : INFO : Epoch 1967 | loss: 0.0311172 | val_loss: 0.0311689 | Time: 2694.77 ms [2022-02-28 21:38:55 main:581] : INFO : Epoch 1968 | loss: 0.031118 | val_loss: 0.0311825 | Time: 2687.92 ms [2022-02-28 21:38:58 main:581] : INFO : Epoch 1969 | loss: 0.0311185 | val_loss: 0.0311655 | Time: 2695.31 ms [2022-02-28 21:39:01 main:581] : INFO : Epoch 1970 | loss: 0.0311218 | val_loss: 0.0311731 | Time: 2693.53 ms [2022-02-28 21:39:03 main:581] : INFO : Epoch 1971 | loss: 0.0311179 | val_loss: 0.0311647 | Time: 2688.21 ms [2022-02-28 21:39:06 main:581] : INFO : Epoch 1972 | loss: 0.0311179 | val_loss: 0.0311737 | Time: 2688.25 ms [2022-02-28 21:39:09 main:581] : INFO : Epoch 1973 | loss: 0.0311193 | val_loss: 0.0311744 | Time: 2690.3 ms [2022-02-28 21:39:12 main:581] : INFO : Epoch 1974 | loss: 0.0311177 | val_loss: 0.0311879 | Time: 2692.5 ms [2022-02-28 21:39:14 main:581] : INFO : Epoch 1975 | loss: 0.0311179 | val_loss: 0.0311759 | Time: 2694.48 ms [2022-02-28 21:39:17 main:581] : INFO : Epoch 1976 | loss: 0.0311192 | val_loss: 0.0311728 | Time: 2691.44 ms [2022-02-28 21:39:20 main:581] : INFO : Epoch 1977 | loss: 0.0311217 | val_loss: 0.0311952 | Time: 2695.59 ms [2022-02-28 21:39:22 main:581] : INFO : Epoch 1978 | loss: 0.0311206 | val_loss: 0.0311665 | Time: 2690.78 ms [2022-02-28 21:39:25 main:581] : INFO : Epoch 1979 | loss: 0.0311185 | val_loss: 0.0311733 | Time: 2699.64 ms [2022-02-28 21:39:28 main:581] : INFO : Epoch 1980 | loss: 0.0311151 | val_loss: 0.0311739 | Time: 2707.78 ms [2022-02-28 21:39:30 main:581] : INFO : Epoch 1981 | loss: 0.0311144 | val_loss: 0.0311767 | Time: 2697.91 ms [2022-02-28 21:39:33 main:581] : INFO : Epoch 1982 | loss: 0.0311185 | val_loss: 0.0311665 | Time: 2702.61 ms [2022-02-28 21:39:36 main:581] : INFO : Epoch 1983 | loss: 0.0311231 | val_loss: 0.0311766 | Time: 2690.22 ms [2022-02-28 21:39:39 main:581] : INFO : Epoch 1984 | loss: 0.031122 | val_loss: 0.0311663 | Time: 2705.26 ms [2022-02-28 21:39:41 main:581] : INFO : Epoch 1985 | loss: 0.0311185 | val_loss: 0.0311705 | Time: 2692.18 ms [2022-02-28 21:39:44 main:581] : INFO : Epoch 1986 | loss: 0.0311193 | val_loss: 0.0311638 | Time: 2694.68 ms [2022-02-28 21:39:47 main:581] : INFO : Epoch 1987 | loss: 0.0311171 | val_loss: 0.0311802 | Time: 2693.86 ms [2022-02-28 21:39:49 main:581] : INFO : Epoch 1988 | loss: 0.0311164 | val_loss: 0.0311737 | Time: 2695.64 ms [2022-02-28 21:39:52 main:581] : INFO : Epoch 1989 | loss: 0.0311133 | val_loss: 0.0311713 | Time: 2690.55 ms [2022-02-28 21:39:55 main:581] : INFO : Epoch 1990 | loss: 0.0311152 | val_loss: 0.0311788 | Time: 2687.74 ms [2022-02-28 21:39:57 main:581] : INFO : Epoch 1991 | loss: 0.0311149 | val_loss: 0.0311751 | Time: 2686.35 ms [2022-02-28 21:40:00 main:581] : INFO : Epoch 1992 | loss: 0.0311153 | val_loss: 0.03117 | Time: 2692.04 ms [2022-02-28 21:40:03 main:581] : INFO : Epoch 1993 | loss: 0.0311162 | val_loss: 0.031171 | Time: 2689.41 ms [2022-02-28 21:40:05 main:581] : INFO : Epoch 1994 | loss: 0.0311122 | val_loss: 0.031169 | Time: 2696.7 ms [2022-02-28 21:40:08 main:581] : INFO : Epoch 1995 | loss: 0.0311147 | val_loss: 0.0311754 | Time: 2693.8 ms [2022-02-28 21:40:11 main:581] : INFO : Epoch 1996 | loss: 0.031115 | val_loss: 0.0311782 | Time: 2697.48 ms [2022-02-28 21:40:14 main:581] : INFO : Epoch 1997 | loss: 0.0311114 | val_loss: 0.0311707 | Time: 2690.38 ms [2022-02-28 21:40:16 main:581] : INFO : Epoch 1998 | loss: 0.0311124 | val_loss: 0.0311687 | Time: 2691.71 ms [2022-02-28 21:40:19 main:581] : INFO : Epoch 1999 | loss: 0.0311186 | val_loss: 0.0311713 | Time: 2689.54 ms [2022-02-28 21:40:22 main:581] : INFO : Epoch 2000 | loss: 0.0311188 | val_loss: 0.031181 | Time: 2686.64 ms [2022-02-28 21:40:24 main:581] : INFO : Epoch 2001 | loss: 0.0311115 | val_loss: 0.0311754 | Time: 2688.08 ms [2022-02-28 21:40:27 main:581] : INFO : Epoch 2002 | loss: 0.0311091 | val_loss: 0.0311843 | Time: 2690.71 ms [2022-02-28 21:40:30 main:581] : INFO : Epoch 2003 | loss: 0.0311082 | val_loss: 0.0311719 | Time: 2698.99 ms [2022-02-28 21:40:32 main:581] : INFO : Epoch 2004 | loss: 0.0311112 | val_loss: 0.0311775 | Time: 2689.75 ms [2022-02-28 21:40:35 main:581] : INFO : Epoch 2005 | loss: 0.0311123 | val_loss: 0.0311686 | Time: 2686.61 ms [2022-02-28 21:40:38 main:581] : INFO : Epoch 2006 | loss: 0.031112 | val_loss: 0.0311832 | Time: 2699.24 ms [2022-02-28 21:40:40 main:581] : INFO : Epoch 2007 | loss: 0.0311107 | val_loss: 0.0311799 | Time: 2701.27 ms [2022-02-28 21:40:43 main:581] : INFO : Epoch 2008 | loss: 0.0311081 | val_loss: 0.0311711 | Time: 2689.87 ms [2022-02-28 21:40:46 main:581] : INFO : Epoch 2009 | loss: 0.0311133 | val_loss: 0.0311797 | Time: 2697 ms [2022-02-28 21:40:49 main:581] : INFO : Epoch 2010 | loss: 0.031112 | val_loss: 0.0311739 | Time: 2688.19 ms [2022-02-28 21:40:51 main:581] : INFO : Epoch 2011 | loss: 0.0311128 | val_loss: 0.0311794 | Time: 2686.6 ms [2022-02-28 21:40:54 main:581] : INFO : Epoch 2012 | loss: 0.0311103 | val_loss: 0.0311657 | Time: 2689.48 ms [2022-02-28 21:40:57 main:581] : INFO : Epoch 2013 | loss: 0.0311111 | val_loss: 0.0311775 | Time: 2684.8 ms [2022-02-28 21:40:59 main:581] : INFO : Epoch 2014 | loss: 0.0311117 | val_loss: 0.0311799 | Time: 2684.32 ms [2022-02-28 21:41:02 main:581] : INFO : Epoch 2015 | loss: 0.0311092 | val_loss: 0.0311738 | Time: 2688.29 ms [2022-02-28 21:41:05 main:581] : INFO : Epoch 2016 | loss: 0.0311075 | val_loss: 0.0311748 | Time: 2688.72 ms [2022-02-28 21:41:07 main:581] : INFO : Epoch 2017 | loss: 0.0311056 | val_loss: 0.031182 | Time: 2687.79 ms [2022-02-28 21:41:10 main:581] : INFO : Epoch 2018 | loss: 0.0311069 | val_loss: 0.0311732 | Time: 2690.58 ms [2022-02-28 21:41:13 main:581] : INFO : Epoch 2019 | loss: 0.0311121 | val_loss: 0.0311716 | Time: 2690.66 ms [2022-02-28 21:41:15 main:581] : INFO : Epoch 2020 | loss: 0.0311119 | val_loss: 0.0311755 | Time: 2689.4 ms [2022-02-28 21:41:18 main:581] : INFO : Epoch 2021 | loss: 0.0311101 | val_loss: 0.0311832 | Time: 2701.66 ms [2022-02-28 21:41:21 main:581] : INFO : Epoch 2022 | loss: 0.0311068 | val_loss: 0.0311793 | Time: 2717.16 ms [2022-02-28 21:41:24 main:581] : INFO : Epoch 2023 | loss: 0.031108 | val_loss: 0.0311737 | Time: 2743.22 ms [2022-02-28 21:41:26 main:581] : INFO : Epoch 2024 | loss: 0.0311064 | val_loss: 0.0311813 | Time: 2698.52 ms [2022-02-28 21:41:29 main:581] : INFO : Epoch 2025 | loss: 0.0311055 | val_loss: 0.0311818 | Time: 2692.83 ms [2022-02-28 21:41:32 main:581] : INFO : Epoch 2026 | loss: 0.0311068 | val_loss: 0.0311717 | Time: 2695.08 ms [2022-02-28 21:41:34 main:581] : INFO : Epoch 2027 | loss: 0.0311045 | val_loss: 0.0311801 | Time: 2686.75 ms [2022-02-28 21:41:37 main:581] : INFO : Epoch 2028 | loss: 0.0311085 | val_loss: 0.0311637 | Time: 2699.36 ms [2022-02-28 21:41:40 main:581] : INFO : Epoch 2029 | loss: 0.0311141 | val_loss: 0.0311757 | Time: 2698.11 ms [2022-02-28 21:41:42 main:581] : INFO : Epoch 2030 | loss: 0.0311144 | val_loss: 0.031166 | Time: 2703.7 ms [2022-02-28 21:41:45 main:581] : INFO : Epoch 2031 | loss: 0.0311112 | val_loss: 0.031169 | Time: 2685.67 ms [2022-02-28 21:41:48 main:581] : INFO : Epoch 2032 | loss: 0.0311084 | val_loss: 0.0311755 | Time: 2693.15 ms [2022-02-28 21:41:51 main:581] : INFO : Epoch 2033 | loss: 0.0311109 | val_loss: 0.0311749 | Time: 2697.11 ms [2022-02-28 21:41:53 main:581] : INFO : Epoch 2034 | loss: 0.0311042 | val_loss: 0.0311889 | Time: 2692.83 ms [2022-02-28 21:41:56 main:581] : INFO : Epoch 2035 | loss: 0.0311136 | val_loss: 0.0311757 | Time: 2688.87 ms [2022-02-28 21:41:59 main:581] : INFO : Epoch 2036 | loss: 0.0311211 | val_loss: 0.0311865 | Time: 2690.7 ms [2022-02-28 21:42:01 main:581] : INFO : Epoch 2037 | loss: 0.0311397 | val_loss: 0.0311537 | Time: 2692.64 ms [2022-02-28 21:42:04 main:581] : INFO : Epoch 2038 | loss: 0.0311358 | val_loss: 0.0311555 | Time: 2695.34 ms [2022-02-28 21:42:07 main:581] : INFO : Epoch 2039 | loss: 0.0311313 | val_loss: 0.0311525 | Time: 2692.55 ms [2022-02-28 21:42:09 main:581] : INFO : Epoch 2040 | loss: 0.0311259 | val_loss: 0.0311548 | Time: 2692.09 ms [2022-02-28 21:42:12 main:581] : INFO : Epoch 2041 | loss: 0.0311228 | val_loss: 0.0311598 | Time: 2687.86 ms [2022-02-28 21:42:15 main:581] : INFO : Epoch 2042 | loss: 0.031119 | val_loss: 0.0311595 | Time: 2683.04 ms [2022-02-28 21:42:17 main:581] : INFO : Epoch 2043 | loss: 0.0311145 | val_loss: 0.0311672 | Time: 2682.72 ms [2022-02-28 21:42:20 main:581] : INFO : Epoch 2044 | loss: 0.0311133 | val_loss: 0.0311657 | Time: 2688.42 ms [2022-02-28 21:42:23 main:581] : INFO : Epoch 2045 | loss: 0.0311134 | val_loss: 0.031164 | Time: 2701.01 ms [2022-02-28 21:42:26 main:581] : INFO : Epoch 2046 | loss: 0.0311114 | val_loss: 0.0311629 | Time: 2683.71 ms [2022-02-28 21:42:28 main:581] : INFO : Epoch 2047 | loss: 0.0311112 | val_loss: 0.0311675 | Time: 2690.3 ms [2022-02-28 21:42:31 main:581] : INFO : Epoch 2048 | loss: 0.0311083 | val_loss: 0.0311764 | Time: 2699.68 ms [2022-02-28 21:42:31 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311764 [2022-02-28 21:42:31 main:610] : INFO : Saving end state to config to file [2022-02-28 21:42:31 main:615] : INFO : Success, exiting.. 21:42:31 (782628): 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)