Task 12596561
| Name | ParityModified-1645993377-26522-2-0_0 |
| Workunit | 9754373 |
| Created | 6 Mar 2022, 6:15:04 UTC |
| Sent | 7 Mar 2022, 14:05:40 UTC |
| Report deadline | 15 Mar 2022, 14:05:40 UTC |
| Received | 8 Mar 2022, 20:21:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 37 min 1 sec |
| CPU time | 1 hours 34 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310932 | val_loss: 0.0311468 | Time: 3109.45 ms [2022-03-08 19:57:21 main:574] : INFO : Epoch 1543 | loss: 0.0310932 | val_loss: 0.0311434 | Time: 3765.71 ms [2022-03-08 19:57:24 main:574] : INFO : Epoch 1544 | loss: 0.0310921 | val_loss: 0.031144 | Time: 2872.27 ms [2022-03-08 19:57:26 main:574] : INFO : Epoch 1545 | loss: 0.0310912 | val_loss: 0.0311451 | Time: 2760.63 ms [2022-03-08 19:57:29 main:574] : INFO : Epoch 1546 | loss: 0.0310897 | val_loss: 0.0311397 | Time: 2596.03 ms [2022-03-08 19:57:32 main:574] : INFO : Epoch 1547 | loss: 0.0310887 | val_loss: 0.031145 | Time: 3174.21 ms [2022-03-08 19:57:35 main:574] : INFO : Epoch 1548 | loss: 0.0310895 | val_loss: 0.0311423 | Time: 2834.73 ms [2022-03-08 19:57:38 main:574] : INFO : Epoch 1549 | loss: 0.0310865 | val_loss: 0.0311528 | Time: 2592.87 ms [2022-03-08 19:57:41 main:574] : INFO : Epoch 1550 | loss: 0.0310852 | val_loss: 0.0311412 | Time: 2965.02 ms [2022-03-08 19:57:44 main:574] : INFO : Epoch 1551 | loss: 0.0310821 | val_loss: 0.0311407 | Time: 2713.72 ms [2022-03-08 19:57:46 main:574] : INFO : Epoch 1552 | loss: 0.0310828 | val_loss: 0.0311463 | Time: 2468.24 ms [2022-03-08 19:57:49 main:574] : INFO : Epoch 1553 | loss: 0.031081 | val_loss: 0.0311599 | Time: 2925 ms [2022-03-08 19:57:52 main:574] : INFO : Epoch 1554 | loss: 0.0310829 | val_loss: 0.0311483 | Time: 2961.81 ms [2022-03-08 19:57:54 main:574] : INFO : Epoch 1555 | loss: 0.0310805 | val_loss: 0.0311472 | Time: 2417.23 ms [2022-03-08 19:57:57 main:574] : INFO : Epoch 1556 | loss: 0.031082 | val_loss: 0.0311556 | Time: 2812.92 ms [2022-03-08 19:58:00 main:574] : INFO : Epoch 1557 | loss: 0.0310817 | val_loss: 0.0311532 | Time: 2394.98 ms [2022-03-08 19:58:02 main:574] : INFO : Epoch 1558 | loss: 0.0310795 | val_loss: 0.0311502 | Time: 2480.5 ms [2022-03-08 19:58:05 main:574] : INFO : Epoch 1559 | loss: 0.0310779 | val_loss: 0.0311546 | Time: 2411.47 ms [2022-03-08 19:58:08 main:574] : INFO : Epoch 1560 | loss: 0.0310824 | val_loss: 0.0311597 | Time: 2888.56 ms [2022-03-08 19:58:10 main:574] : INFO : Epoch 1561 | loss: 0.0310859 | val_loss: 0.0311501 | Time: 2662.89 ms [2022-03-08 19:58:13 main:574] : INFO : Epoch 1562 | loss: 0.0310804 | val_loss: 0.0311585 | Time: 2740.53 ms [2022-03-08 19:58:16 main:574] : INFO : Epoch 1563 | loss: 0.0310802 | val_loss: 0.031155 | Time: 2691.08 ms [2022-03-08 19:58:19 main:574] : INFO : Epoch 1564 | loss: 0.0310789 | val_loss: 0.0311528 | Time: 2923.75 ms [2022-03-08 19:58:22 main:574] : INFO : Epoch 1565 | loss: 0.031092 | val_loss: 0.0311557 | Time: 3188.9 ms [2022-03-08 19:58:26 main:574] : INFO : Epoch 1566 | loss: 0.0310955 | val_loss: 0.031154 | Time: 3711.48 ms [2022-03-08 19:58:29 main:574] : INFO : Epoch 1567 | loss: 0.0310992 | val_loss: 0.0311545 | Time: 2898.68 ms [2022-03-08 19:58:31 main:574] : INFO : Epoch 1568 | loss: 0.0311053 | val_loss: 0.0311501 | Time: 2782.81 ms [2022-03-08 19:58:34 main:574] : INFO : Epoch 1569 | loss: 0.0311001 | val_loss: 0.0311499 | Time: 2898.84 ms [2022-03-08 19:58:38 main:574] : INFO : Epoch 1570 | loss: 0.0310941 | val_loss: 0.0311512 | Time: 3714.57 ms [2022-03-08 19:58:41 main:574] : INFO : Epoch 1571 | loss: 0.0310938 | val_loss: 0.0311505 | Time: 2610.13 ms [2022-03-08 19:58:44 main:574] : INFO : Epoch 1572 | loss: 0.0310904 | val_loss: 0.0311403 | Time: 2777.28 ms [2022-03-08 19:58:46 main:574] : INFO : Epoch 1573 | loss: 0.031088 | val_loss: 0.0311497 | Time: 2643.95 ms [2022-03-08 19:58:49 main:574] : INFO : Epoch 1574 | loss: 0.0310869 | val_loss: 0.0311467 | Time: 2531.97 ms [2022-03-08 19:58:51 main:574] : INFO : Epoch 1575 | loss: 0.0310831 | val_loss: 0.031152 | Time: 2503.49 ms [2022-03-08 19:58:54 main:574] : INFO : Epoch 1576 | loss: 0.0310793 | val_loss: 0.031152 | Time: 2396.58 ms [2022-03-08 19:58:56 main:574] : INFO : Epoch 1577 | loss: 0.0310777 | val_loss: 0.0311472 | Time: 2571.93 ms [2022-03-08 19:59:00 main:574] : INFO : Epoch 1578 | loss: 0.0310767 | val_loss: 0.0311511 | Time: 3067.54 ms [2022-03-08 19:59:03 main:574] : INFO : Epoch 1579 | loss: 0.0310775 | val_loss: 0.0311483 | Time: 3337.3 ms [2022-03-08 19:59:06 main:574] : INFO : Epoch 1580 | loss: 0.0310788 | val_loss: 0.0311476 | Time: 2577.15 ms [2022-03-08 19:59:09 main:574] : INFO : Epoch 1581 | loss: 0.0310805 | val_loss: 0.0311509 | Time: 3163.79 ms [2022-03-08 19:59:11 main:574] : INFO : Epoch 1582 | loss: 0.0310793 | val_loss: 0.0311479 | Time: 2570.13 ms [2022-03-08 19:59:14 main:574] : INFO : Epoch 1583 | loss: 0.0310776 | val_loss: 0.031153 | Time: 2484.36 ms [2022-03-08 19:59:17 main:574] : INFO : Epoch 1584 | loss: 0.0310782 | val_loss: 0.0311513 | Time: 2954.14 ms [2022-03-08 19:59:19 main:574] : INFO : Epoch 1585 | loss: 0.0310738 | val_loss: 0.0311464 | Time: 2453.12 ms [2022-03-08 19:59:22 main:574] : INFO : Epoch 1586 | loss: 0.0310735 | val_loss: 0.0311523 | Time: 2732.88 ms [2022-03-08 19:59:25 main:574] : INFO : Epoch 1587 | loss: 0.0310784 | val_loss: 0.031154 | Time: 2579.14 ms [2022-03-08 19:59:28 main:574] : INFO : Epoch 1588 | loss: 0.0310867 | val_loss: 0.0311485 | Time: 2820.57 ms [2022-03-08 19:59:30 main:574] : INFO : Epoch 1589 | loss: 0.031079 | val_loss: 0.031148 | Time: 2805.63 ms [2022-03-08 19:59:33 main:574] : INFO : Epoch 1590 | loss: 0.0310786 | val_loss: 0.0311545 | Time: 2517.64 ms [2022-03-08 19:59:36 main:574] : INFO : Epoch 1591 | loss: 0.0310787 | val_loss: 0.0311467 | Time: 2981.34 ms [2022-03-08 19:59:39 main:574] : INFO : Epoch 1592 | loss: 0.0310818 | val_loss: 0.0311501 | Time: 2910.47 ms [2022-03-08 19:59:42 main:574] : INFO : Epoch 1593 | loss: 0.0310827 | val_loss: 0.0311475 | Time: 2892.11 ms [2022-03-08 19:59:45 main:574] : INFO : Epoch 1594 | loss: 0.0310792 | val_loss: 0.0311462 | Time: 2536.37 ms [2022-03-08 19:59:48 main:574] : INFO : Epoch 1595 | loss: 0.03108 | val_loss: 0.0311487 | Time: 2894.81 ms [2022-03-08 19:59:51 main:574] : INFO : Epoch 1596 | loss: 0.0310857 | val_loss: 0.0311474 | Time: 2990.32 ms [2022-03-08 19:59:54 main:574] : INFO : Epoch 1597 | loss: 0.0311096 | val_loss: 0.0311504 | Time: 3058.26 ms [2022-03-08 19:59:56 main:574] : INFO : Epoch 1598 | loss: 0.0311014 | val_loss: 0.0311432 | Time: 2544.4 ms [2022-03-08 19:59:59 main:574] : INFO : Epoch 1599 | loss: 0.0310974 | val_loss: 0.0311406 | Time: 2453.12 ms [2022-03-08 20:00:02 main:574] : INFO : Epoch 1600 | loss: 0.0310912 | val_loss: 0.031146 | Time: 2744.73 ms [2022-03-08 20:00:05 main:574] : INFO : Epoch 1601 | loss: 0.0310894 | val_loss: 0.031142 | Time: 3333.17 ms [2022-03-08 20:00:07 main:574] : INFO : Epoch 1602 | loss: 0.0310829 | val_loss: 0.0311502 | Time: 2423.32 ms [2022-03-08 20:00:10 main:574] : INFO : Epoch 1603 | loss: 0.0310813 | val_loss: 0.0311465 | Time: 2821.17 ms [2022-03-08 20:00:13 main:574] : INFO : Epoch 1604 | loss: 0.031084 | val_loss: 0.031145 | Time: 2661.78 ms [2022-03-08 20:00:15 main:574] : INFO : Epoch 1605 | loss: 0.0310837 | val_loss: 0.0311442 | Time: 2356.31 ms [2022-03-08 20:00:18 main:574] : INFO : Epoch 1606 | loss: 0.0310843 | val_loss: 0.0311493 | Time: 2326.1 ms [2022-03-08 20:00:20 main:574] : INFO : Epoch 1607 | loss: 0.0310839 | val_loss: 0.0311422 | Time: 2514.27 ms [2022-03-08 20:00:23 main:574] : INFO : Epoch 1608 | loss: 0.0310856 | val_loss: 0.0311459 | Time: 2594.07 ms [2022-03-08 20:00:26 main:574] : INFO : Epoch 1609 | loss: 0.0310886 | val_loss: 0.0311481 | Time: 2749.14 ms [2022-03-08 20:00:29 main:574] : INFO : Epoch 1610 | loss: 0.0310959 | val_loss: 0.0311576 | Time: 3100.02 ms [2022-03-08 20:00:32 main:574] : INFO : Epoch 1611 | loss: 0.0310989 | val_loss: 0.0311479 | Time: 2919.99 ms [2022-03-08 20:00:35 main:574] : INFO : Epoch 1612 | loss: 0.0310897 | val_loss: 0.031151 | Time: 3213.13 ms [2022-03-08 20:00:38 main:574] : INFO : Epoch 1613 | loss: 0.0310908 | val_loss: 0.0311527 | Time: 2721.78 ms [2022-03-08 20:00:40 main:574] : INFO : Epoch 1614 | loss: 0.0310944 | val_loss: 0.0311548 | Time: 2537.41 ms [2022-03-08 20:00:43 main:574] : INFO : Epoch 1615 | loss: 0.031092 | val_loss: 0.0311521 | Time: 2928.54 ms [2022-03-08 20:00:47 main:574] : INFO : Epoch 1616 | loss: 0.0310929 | val_loss: 0.0311459 | Time: 3571.37 ms [2022-03-08 20:00:50 main:574] : INFO : Epoch 1617 | loss: 0.0310898 | val_loss: 0.0311441 | Time: 3277.31 ms [2022-03-08 20:00:53 main:574] : INFO : Epoch 1618 | loss: 0.0310875 | val_loss: 0.0311485 | Time: 3105.72 ms [2022-03-08 20:00:57 main:574] : INFO : Epoch 1619 | loss: 0.0310826 | val_loss: 0.0311533 | Time: 3148.38 ms [2022-03-08 20:01:00 main:574] : INFO : Epoch 1620 | loss: 0.0310815 | val_loss: 0.0311458 | Time: 3048.01 ms [2022-03-08 20:01:02 main:574] : INFO : Epoch 1621 | loss: 0.0310806 | val_loss: 0.0311452 | Time: 2603.68 ms [2022-03-08 20:01:05 main:574] : INFO : Epoch 1622 | loss: 0.0310848 | val_loss: 0.0311502 | Time: 2389.21 ms [2022-03-08 20:01:07 main:574] : INFO : Epoch 1623 | loss: 0.0310818 | val_loss: 0.0311406 | Time: 2506.86 ms [2022-03-08 20:01:11 main:574] : INFO : Epoch 1624 | loss: 0.0310832 | val_loss: 0.031144 | Time: 3452.16 ms [2022-03-08 20:01:15 main:574] : INFO : Epoch 1625 | loss: 0.0310858 | val_loss: 0.0311495 | Time: 4488.22 ms [2022-03-08 20:01:19 main:574] : INFO : Epoch 1626 | loss: 0.031082 | val_loss: 0.0311456 | Time: 3521.75 ms [2022-03-08 20:01:21 main:574] : INFO : Epoch 1627 | loss: 0.0310812 | val_loss: 0.0311448 | Time: 2383.99 ms [2022-03-08 20:01:24 main:574] : INFO : Epoch 1628 | loss: 0.0310803 | val_loss: 0.0311437 | Time: 2631.04 ms [2022-03-08 20:01:26 main:574] : INFO : Epoch 1629 | loss: 0.0310775 | val_loss: 0.0311524 | Time: 2362.86 ms [2022-03-08 20:01:29 main:574] : INFO : Epoch 1630 | loss: 0.031078 | val_loss: 0.0311535 | Time: 2414.72 ms [2022-03-08 20:01:31 main:574] : INFO : Epoch 1631 | loss: 0.0310775 | val_loss: 0.0311494 | Time: 2558.03 ms [2022-03-08 20:01:34 main:574] : INFO : Epoch 1632 | loss: 0.0310741 | val_loss: 0.0311533 | Time: 2668.28 ms [2022-03-08 20:01:37 main:574] : INFO : Epoch 1633 | loss: 0.0310726 | val_loss: 0.0311419 | Time: 2481.41 ms [2022-03-08 20:01:40 main:574] : INFO : Epoch 1634 | loss: 0.0310742 | val_loss: 0.0311477 | Time: 3008.85 ms [2022-03-08 20:01:44 main:574] : INFO : Epoch 1635 | loss: 0.0310713 | val_loss: 0.0311496 | Time: 4287.21 ms [2022-03-08 20:01:48 main:574] : INFO : Epoch 1636 | loss: 0.0310712 | val_loss: 0.0311495 | Time: 4101.78 ms [2022-03-08 20:01:51 main:574] : INFO : Epoch 1637 | loss: 0.0310736 | val_loss: 0.0311562 | Time: 2966.8 ms [2022-03-08 20:01:54 main:574] : INFO : Epoch 1638 | loss: 0.0310704 | val_loss: 0.0311452 | Time: 2451.68 ms [2022-03-08 20:01:56 main:574] : INFO : Epoch 1639 | loss: 0.0310714 | val_loss: 0.0311526 | Time: 2828.15 ms [2022-03-08 20:02:00 main:574] : INFO : Epoch 1640 | loss: 0.0310763 | val_loss: 0.0311537 | Time: 3109.62 ms [2022-03-08 20:02:03 main:574] : INFO : Epoch 1641 | loss: 0.0310697 | val_loss: 0.0311512 | Time: 3191.59 ms [2022-03-08 20:02:06 main:574] : INFO : Epoch 1642 | loss: 0.0310713 | val_loss: 0.0311498 | Time: 2881.39 ms [2022-03-08 20:02:08 main:574] : INFO : Epoch 1643 | loss: 0.0310717 | val_loss: 0.0311542 | Time: 2541.63 ms [2022-03-08 20:02:11 main:574] : INFO : Epoch 1644 | loss: 0.0310751 | val_loss: 0.031154 | Time: 2784.05 ms [2022-03-08 20:02:14 main:574] : INFO : Epoch 1645 | loss: 0.0310866 | val_loss: 0.0311459 | Time: 2809.92 ms [2022-03-08 20:02:17 main:574] : INFO : Epoch 1646 | loss: 0.0310901 | val_loss: 0.0311497 | Time: 2879.61 ms [2022-03-08 20:02:20 main:574] : INFO : Epoch 1647 | loss: 0.0310895 | val_loss: 0.031148 | Time: 2588.01 ms [2022-03-08 20:02:23 main:574] : INFO : Epoch 1648 | loss: 0.0311079 | val_loss: 0.0311463 | Time: 3606.9 ms [2022-03-08 20:02:26 main:574] : INFO : Epoch 1649 | loss: 0.0310981 | val_loss: 0.0311395 | Time: 2826.59 ms [2022-03-08 20:02:29 main:574] : INFO : Epoch 1650 | loss: 0.0310879 | val_loss: 0.031146 | Time: 3240.21 ms [2022-03-08 20:02:32 main:574] : INFO : Epoch 1651 | loss: 0.0310841 | val_loss: 0.0311464 | Time: 2699.19 ms [2022-03-08 20:02:35 main:574] : INFO : Epoch 1652 | loss: 0.0310899 | val_loss: 0.0311457 | Time: 3055.91 ms [2022-03-08 20:02:38 main:574] : INFO : Epoch 1653 | loss: 0.0310866 | val_loss: 0.0311515 | Time: 2966.05 ms [2022-03-08 20:02:41 main:574] : INFO : Epoch 1654 | loss: 0.0310818 | val_loss: 0.0311481 | Time: 2725.88 ms [2022-03-08 20:02:44 main:574] : INFO : Epoch 1655 | loss: 0.0310794 | val_loss: 0.0311459 | Time: 2819.44 ms [2022-03-08 20:02:47 main:574] : INFO : Epoch 1656 | loss: 0.0310782 | val_loss: 0.0311502 | Time: 2632.25 ms [2022-03-08 20:02:50 main:574] : INFO : Epoch 1657 | loss: 0.0310852 | val_loss: 0.0311535 | Time: 3859.47 ms [2022-03-08 20:02:53 main:574] : INFO : Epoch 1658 | loss: 0.0311064 | val_loss: 0.0311479 | Time: 2595.31 ms [2022-03-08 20:02:56 main:574] : INFO : Epoch 1659 | loss: 0.0310954 | val_loss: 0.0311434 | Time: 2907.05 ms [2022-03-08 20:02:59 main:574] : INFO : Epoch 1660 | loss: 0.0310869 | val_loss: 0.0311465 | Time: 3018.23 ms [2022-03-08 20:03:02 main:574] : INFO : Epoch 1661 | loss: 0.0310841 | val_loss: 0.0311443 | Time: 2726.76 ms [2022-03-08 20:03:05 main:574] : INFO : Epoch 1662 | loss: 0.0310809 | val_loss: 0.0311433 | Time: 2846.19 ms [2022-03-08 20:03:07 main:574] : INFO : Epoch 1663 | loss: 0.0310765 | val_loss: 0.0311461 | Time: 2655.31 ms [2022-03-08 20:03:10 main:574] : INFO : Epoch 1664 | loss: 0.0310802 | val_loss: 0.0311485 | Time: 2571.39 ms [2022-03-08 20:03:13 main:574] : INFO : Epoch 1665 | loss: 0.0310768 | val_loss: 0.0311585 | Time: 2545.53 ms [2022-03-08 20:03:15 main:574] : INFO : Epoch 1666 | loss: 0.0310742 | val_loss: 0.0311515 | Time: 2593.56 ms [2022-03-08 20:03:18 main:574] : INFO : Epoch 1667 | loss: 0.0310756 | val_loss: 0.0311412 | Time: 2885.63 ms [2022-03-08 20:03:21 main:574] : INFO : Epoch 1668 | loss: 0.0310842 | val_loss: 0.0311499 | Time: 2385.2 ms [2022-03-08 20:03:24 main:574] : INFO : Epoch 1669 | loss: 0.0310927 | val_loss: 0.0311511 | Time: 2953.61 ms [2022-03-08 20:03:27 main:574] : INFO : Epoch 1670 | loss: 0.0310833 | val_loss: 0.0311436 | Time: 2901 ms [2022-03-08 20:03:30 main:574] : INFO : Epoch 1671 | loss: 0.0310801 | val_loss: 0.0311512 | Time: 2906.75 ms [2022-03-08 20:03:32 main:574] : INFO : Epoch 1672 | loss: 0.031075 | val_loss: 0.0311561 | Time: 2636.76 ms [2022-03-08 20:03:35 main:574] : INFO : Epoch 1673 | loss: 0.0310811 | val_loss: 0.0311498 | Time: 2544.03 ms [2022-03-08 20:03:38 main:574] : INFO : Epoch 1674 | loss: 0.0310862 | val_loss: 0.0311495 | Time: 2796.02 ms [2022-03-08 20:03:41 main:574] : INFO : Epoch 1675 | loss: 0.0310822 | val_loss: 0.0311578 | Time: 3652.15 ms [2022-03-08 20:03:44 main:574] : INFO : Epoch 1676 | loss: 0.0310783 | val_loss: 0.0311457 | Time: 2845.78 ms [2022-03-08 20:03:47 main:574] : INFO : Epoch 1677 | loss: 0.0310779 | val_loss: 0.0311497 | Time: 2541.1 ms [2022-03-08 20:03:49 main:574] : INFO : Epoch 1678 | loss: 0.0310921 | val_loss: 0.0311459 | Time: 2460.66 ms [2022-03-08 20:03:52 main:574] : INFO : Epoch 1679 | loss: 0.0310889 | val_loss: 0.0311502 | Time: 2707.25 ms [2022-03-08 20:03:55 main:574] : INFO : Epoch 1680 | loss: 0.0310853 | val_loss: 0.0311485 | Time: 3040.87 ms [2022-03-08 20:03:58 main:574] : INFO : Epoch 1681 | loss: 0.0310857 | val_loss: 0.0311463 | Time: 2841.64 ms [2022-03-08 20:04:01 main:574] : INFO : Epoch 1682 | loss: 0.0310815 | val_loss: 0.0311449 | Time: 2607.12 ms [2022-03-08 20:04:03 main:574] : INFO : Epoch 1683 | loss: 0.0310778 | val_loss: 0.0311432 | Time: 2510.02 ms [2022-03-08 20:04:06 main:574] : INFO : Epoch 1684 | loss: 0.0310768 | val_loss: 0.0311526 | Time: 2626.93 ms [2022-03-08 20:04:09 main:574] : INFO : Epoch 1685 | loss: 0.0310768 | val_loss: 0.0311517 | Time: 3104.69 ms [2022-03-08 20:04:12 main:574] : INFO : Epoch 1686 | loss: 0.0310787 | val_loss: 0.0311501 | Time: 2520.76 ms [2022-03-08 20:04:14 main:574] : INFO : Epoch 1687 | loss: 0.0310764 | val_loss: 0.0311476 | Time: 2435.9 ms [2022-03-08 20:04:17 main:574] : INFO : Epoch 1688 | loss: 0.031076 | val_loss: 0.0311481 | Time: 2522.21 ms [2022-03-08 20:04:19 main:574] : INFO : Epoch 1689 | loss: 0.0310744 | val_loss: 0.0311503 | Time: 2371.75 ms [2022-03-08 20:04:22 main:574] : INFO : Epoch 1690 | loss: 0.0310854 | val_loss: 0.0311551 | Time: 2446.71 ms [2022-03-08 20:04:25 main:574] : INFO : Epoch 1691 | loss: 0.031093 | val_loss: 0.0311579 | Time: 2950.27 ms [2022-03-08 20:04:28 main:574] : INFO : Epoch 1692 | loss: 0.0310908 | val_loss: 0.0311528 | Time: 3021.57 ms [2022-03-08 20:04:31 main:574] : INFO : Epoch 1693 | loss: 0.0310983 | val_loss: 0.0311463 | Time: 2814.62 ms [2022-03-08 20:04:34 main:574] : INFO : Epoch 1694 | loss: 0.0310962 | val_loss: 0.0311504 | Time: 2993.45 ms [2022-03-08 20:04:36 main:574] : INFO : Epoch 1695 | loss: 0.031091 | val_loss: 0.0311432 | Time: 2667.76 ms [2022-03-08 20:04:39 main:574] : INFO : Epoch 1696 | loss: 0.0310929 | val_loss: 0.0311479 | Time: 2518.27 ms [2022-03-08 20:04:42 main:574] : INFO : Epoch 1697 | loss: 0.0310967 | val_loss: 0.0311443 | Time: 2626.84 ms [2022-03-08 20:04:44 main:574] : INFO : Epoch 1698 | loss: 0.0310901 | val_loss: 0.0311592 | Time: 2580.41 ms [2022-03-08 20:04:47 main:574] : INFO : Epoch 1699 | loss: 0.0310912 | val_loss: 0.0311439 | Time: 2699.61 ms [2022-03-08 20:04:50 main:574] : INFO : Epoch 1700 | loss: 0.0310874 | val_loss: 0.0311446 | Time: 3068.3 ms [2022-03-08 20:04:53 main:574] : INFO : Epoch 1701 | loss: 0.0310864 | val_loss: 0.0311418 | Time: 2746.4 ms [2022-03-08 20:04:56 main:574] : INFO : Epoch 1702 | loss: 0.0310822 | val_loss: 0.0311438 | Time: 3613.43 ms [2022-03-08 20:04:59 main:574] : INFO : Epoch 1703 | loss: 0.0310809 | val_loss: 0.0311446 | Time: 2706.82 ms [2022-03-08 20:05:02 main:574] : INFO : Epoch 1704 | loss: 0.0310781 | val_loss: 0.0311523 | Time: 2676.71 ms [2022-03-08 20:05:05 main:574] : INFO : Epoch 1705 | loss: 0.0310764 | val_loss: 0.0311544 | Time: 2880.82 ms [2022-03-08 20:05:08 main:574] : INFO : Epoch 1706 | loss: 0.0310831 | val_loss: 0.0311511 | Time: 2649.95 ms [2022-03-08 20:05:11 main:574] : INFO : Epoch 1707 | loss: 0.0310823 | val_loss: 0.0311419 | Time: 3588.47 ms [2022-03-08 20:05:14 main:574] : INFO : Epoch 1708 | loss: 0.0310794 | val_loss: 0.0311435 | Time: 2636.39 ms [2022-03-08 20:05:17 main:574] : INFO : Epoch 1709 | loss: 0.0310789 | val_loss: 0.0311463 | Time: 2828.21 ms [2022-03-08 20:05:19 main:574] : INFO : Epoch 1710 | loss: 0.0310744 | val_loss: 0.0311487 | Time: 2726.2 ms [2022-03-08 20:05:22 main:574] : INFO : Epoch 1711 | loss: 0.0310739 | val_loss: 0.0311523 | Time: 2844.32 ms [2022-03-08 20:05:25 main:574] : INFO : Epoch 1712 | loss: 0.0310741 | val_loss: 0.0311588 | Time: 3049.87 ms [2022-03-08 20:05:28 main:574] : INFO : Epoch 1713 | loss: 0.0310967 | val_loss: 0.0311501 | Time: 2923.9 ms [2022-03-08 20:05:31 main:574] : INFO : Epoch 1714 | loss: 0.0311041 | val_loss: 0.0311409 | Time: 2458.76 ms [2022-03-08 20:05:34 main:574] : INFO : Epoch 1715 | loss: 0.031113 | val_loss: 0.0311445 | Time: 3165.62 ms [2022-03-08 20:05:37 main:574] : INFO : Epoch 1716 | loss: 0.0311151 | val_loss: 0.0311506 | Time: 2852.79 ms [2022-03-08 20:05:40 main:574] : INFO : Epoch 1717 | loss: 0.031105 | val_loss: 0.031145 | Time: 2637.99 ms [2022-03-08 20:05:42 main:574] : INFO : Epoch 1718 | loss: 0.0310991 | val_loss: 0.0311457 | Time: 2499.93 ms [2022-03-08 20:05:45 main:574] : INFO : Epoch 1719 | loss: 0.0310967 | val_loss: 0.0311403 | Time: 2702.22 ms [2022-03-08 20:05:48 main:574] : INFO : Epoch 1720 | loss: 0.0310929 | val_loss: 0.0311401 | Time: 2989.67 ms [2022-03-08 20:05:52 main:574] : INFO : Epoch 1721 | loss: 0.0310913 | val_loss: 0.0311387 | Time: 3221.57 ms [2022-03-08 20:05:54 main:574] : INFO : Epoch 1722 | loss: 0.0310947 | val_loss: 0.0311494 | Time: 2564.72 ms [2022-03-08 20:05:57 main:574] : INFO : Epoch 1723 | loss: 0.0310942 | val_loss: 0.0311527 | Time: 2862.57 ms [2022-03-08 20:06:00 main:574] : INFO : Epoch 1724 | loss: 0.0310955 | val_loss: 0.0311496 | Time: 3346.5 ms [2022-03-08 20:06:03 main:574] : INFO : Epoch 1725 | loss: 0.0310955 | val_loss: 0.0311493 | Time: 2680.12 ms [2022-03-08 20:06:06 main:574] : INFO : Epoch 1726 | loss: 0.0310903 | val_loss: 0.0311491 | Time: 2804.29 ms [2022-03-08 20:06:09 main:574] : INFO : Epoch 1727 | loss: 0.0310841 | val_loss: 0.0311502 | Time: 2534.59 ms [2022-03-08 20:06:12 main:574] : INFO : Epoch 1728 | loss: 0.0310868 | val_loss: 0.0311524 | Time: 3132.86 ms [2022-03-08 20:06:14 main:574] : INFO : Epoch 1729 | loss: 0.0310822 | val_loss: 0.0311553 | Time: 2523.88 ms [2022-03-08 20:06:17 main:574] : INFO : Epoch 1730 | loss: 0.0310849 | val_loss: 0.031151 | Time: 2688.89 ms [2022-03-08 20:06:21 main:574] : INFO : Epoch 1731 | loss: 0.0310877 | val_loss: 0.0311458 | Time: 3664.6 ms [2022-03-08 20:06:24 main:574] : INFO : Epoch 1732 | loss: 0.0310865 | val_loss: 0.0311518 | Time: 2891.31 ms [2022-03-08 20:06:26 main:574] : INFO : Epoch 1733 | loss: 0.0310853 | val_loss: 0.0311463 | Time: 2591.22 ms [2022-03-08 20:06:29 main:574] : INFO : Epoch 1734 | loss: 0.0310839 | val_loss: 0.0311516 | Time: 2628.12 ms [2022-03-08 20:06:31 main:574] : INFO : Epoch 1735 | loss: 0.0310858 | val_loss: 0.031146 | Time: 2474.41 ms [2022-03-08 20:06:34 main:574] : INFO : Epoch 1736 | loss: 0.0310805 | val_loss: 0.0311508 | Time: 2914.34 ms [2022-03-08 20:06:37 main:574] : INFO : Epoch 1737 | loss: 0.0310792 | val_loss: 0.0311588 | Time: 3000.89 ms [2022-03-08 20:06:40 main:574] : INFO : Epoch 1738 | loss: 0.031079 | val_loss: 0.031151 | Time: 2797.5 ms [2022-03-08 20:06:43 main:574] : INFO : Epoch 1739 | loss: 0.0310836 | val_loss: 0.0311487 | Time: 2502.91 ms [2022-03-08 20:06:45 main:574] : INFO : Epoch 1740 | loss: 0.0310849 | val_loss: 0.0311522 | Time: 2578.6 ms [2022-03-08 20:06:48 main:574] : INFO : Epoch 1741 | loss: 0.0310806 | val_loss: 0.0311574 | Time: 2672.38 ms [2022-03-08 20:06:51 main:574] : INFO : Epoch 1742 | loss: 0.0310794 | val_loss: 0.0311556 | Time: 2851.08 ms [2022-03-08 20:06:54 main:574] : INFO : Epoch 1743 | loss: 0.031077 | val_loss: 0.0311545 | Time: 2862.65 ms [2022-03-08 20:06:57 main:574] : INFO : Epoch 1744 | loss: 0.0310793 | val_loss: 0.0311521 | Time: 2810.39 ms [2022-03-08 20:07:00 main:574] : INFO : Epoch 1745 | loss: 0.0310756 | val_loss: 0.0311512 | Time: 3217.31 ms [2022-03-08 20:07:04 main:574] : INFO : Epoch 1746 | loss: 0.0310759 | val_loss: 0.031153 | Time: 3411.38 ms [2022-03-08 20:07:06 main:574] : INFO : Epoch 1747 | loss: 0.0310775 | val_loss: 0.0311578 | Time: 2734.18 ms [2022-03-08 20:07:10 main:574] : INFO : Epoch 1748 | loss: 0.0310742 | val_loss: 0.0311455 | Time: 3442.38 ms [2022-03-08 20:07:13 main:574] : INFO : Epoch 1749 | loss: 0.0310747 | val_loss: 0.0311519 | Time: 2945.57 ms [2022-03-08 20:07:16 main:574] : INFO : Epoch 1750 | loss: 0.0310838 | val_loss: 0.0311433 | Time: 2635.83 ms [2022-03-08 20:07:18 main:574] : INFO : Epoch 1751 | loss: 0.0310805 | val_loss: 0.0311443 | Time: 2518.94 ms [2022-03-08 20:07:21 main:574] : INFO : Epoch 1752 | loss: 0.0310827 | val_loss: 0.03115 | Time: 2533.74 ms [2022-03-08 20:07:24 main:574] : INFO : Epoch 1753 | loss: 0.031078 | val_loss: 0.031154 | Time: 3511.38 ms [2022-03-08 20:07:27 main:574] : INFO : Epoch 1754 | loss: 0.0310756 | val_loss: 0.0311561 | Time: 2881.42 ms [2022-03-08 20:07:30 main:574] : INFO : Epoch 1755 | loss: 0.0310746 | val_loss: 0.0311564 | Time: 2754.53 ms [2022-03-08 20:07:33 main:574] : INFO : Epoch 1756 | loss: 0.0310763 | val_loss: 0.0311447 | Time: 2615.7 ms [2022-03-08 20:07:35 main:574] : INFO : Epoch 1757 | loss: 0.0310761 | val_loss: 0.0311486 | Time: 2579.81 ms [2022-03-08 20:07:38 main:574] : INFO : Epoch 1758 | loss: 0.0310742 | val_loss: 0.0311514 | Time: 3014.62 ms [2022-03-08 20:07:42 main:574] : INFO : Epoch 1759 | loss: 0.0310757 | val_loss: 0.0311548 | Time: 3372.67 ms [2022-03-08 20:07:44 main:574] : INFO : Epoch 1760 | loss: 0.0310902 | val_loss: 0.0311532 | Time: 2786.75 ms [2022-03-08 20:07:47 main:574] : INFO : Epoch 1761 | loss: 0.0310915 | val_loss: 0.031155 | Time: 2721.97 ms [2022-03-08 20:07:50 main:574] : INFO : Epoch 1762 | loss: 0.0311022 | val_loss: 0.0311482 | Time: 2434.89 ms [2022-03-08 20:07:52 main:574] : INFO : Epoch 1763 | loss: 0.0311021 | val_loss: 0.0311511 | Time: 2635.84 ms [2022-03-08 20:07:55 main:574] : INFO : Epoch 1764 | loss: 0.0311098 | val_loss: 0.0311518 | Time: 2909.54 ms [2022-03-08 20:07:58 main:574] : INFO : Epoch 1765 | loss: 0.0311086 | val_loss: 0.0311488 | Time: 2821.85 ms [2022-03-08 20:08:01 main:574] : INFO : Epoch 1766 | loss: 0.0311028 | val_loss: 0.0311504 | Time: 2783.28 ms [2022-03-08 20:08:04 main:574] : INFO : Epoch 1767 | loss: 0.0311023 | val_loss: 0.0311469 | Time: 3092.25 ms [2022-03-08 20:08:07 main:574] : INFO : Epoch 1768 | loss: 0.0311003 | val_loss: 0.031148 | Time: 2547.67 ms [2022-03-08 20:08:09 main:574] : INFO : Epoch 1769 | loss: 0.0310968 | val_loss: 0.0311457 | Time: 2544.68 ms [2022-03-08 20:08:12 main:574] : INFO : Epoch 1770 | loss: 0.0310896 | val_loss: 0.0311514 | Time: 2955.27 ms [2022-03-08 20:08:15 main:574] : INFO : Epoch 1771 | loss: 0.0310847 | val_loss: 0.0311464 | Time: 2839.54 ms [2022-03-08 20:08:19 main:574] : INFO : Epoch 1772 | loss: 0.0310828 | val_loss: 0.031152 | Time: 3378.98 ms [2022-03-08 20:08:22 main:574] : INFO : Epoch 1773 | loss: 0.0310832 | val_loss: 0.0311468 | Time: 3295.28 ms [2022-03-08 20:08:25 main:574] : INFO : Epoch 1774 | loss: 0.031079 | val_loss: 0.0311447 | Time: 2463.03 ms [2022-03-08 20:08:27 main:574] : INFO : Epoch 1775 | loss: 0.0310789 | val_loss: 0.0311462 | Time: 2555.38 ms [2022-03-08 20:08:30 main:574] : INFO : Epoch 1776 | loss: 0.0310764 | val_loss: 0.03115 | Time: 2666.46 ms [2022-03-08 20:08:32 main:574] : INFO : Epoch 1777 | loss: 0.0310774 | val_loss: 0.031148 | Time: 2585.31 ms [2022-03-08 20:08:35 main:574] : INFO : Epoch 1778 | loss: 0.031079 | val_loss: 0.0311488 | Time: 2617.06 ms [2022-03-08 20:08:38 main:574] : INFO : Epoch 1779 | loss: 0.0310848 | val_loss: 0.0311487 | Time: 2501.05 ms [2022-03-08 20:08:40 main:574] : INFO : Epoch 1780 | loss: 0.031081 | val_loss: 0.0311561 | Time: 2605.25 ms [2022-03-08 20:08:43 main:574] : INFO : Epoch 1781 | loss: 0.0310777 | val_loss: 0.0311579 | Time: 2555.38 ms [2022-03-08 20:08:45 main:574] : INFO : Epoch 1782 | loss: 0.031076 | val_loss: 0.0311486 | Time: 2420.62 ms [2022-03-08 20:08:48 main:574] : INFO : Epoch 1783 | loss: 0.0310755 | val_loss: 0.0311508 | Time: 2558.4 ms [2022-03-08 20:08:51 main:574] : INFO : Epoch 1784 | loss: 0.0310798 | val_loss: 0.0311552 | Time: 2863.07 ms [2022-03-08 20:08:54 main:574] : INFO : Epoch 1785 | loss: 0.0310807 | val_loss: 0.0311541 | Time: 2863.54 ms [2022-03-08 20:08:57 main:574] : INFO : Epoch 1786 | loss: 0.0310777 | val_loss: 0.0311519 | Time: 3056.09 ms [2022-03-08 20:08:59 main:574] : INFO : Epoch 1787 | loss: 0.0310751 | val_loss: 0.0311525 | Time: 2703.73 ms [2022-03-08 20:09:03 main:574] : INFO : Epoch 1788 | loss: 0.0310765 | val_loss: 0.0311536 | Time: 2918.67 ms [2022-03-08 20:09:05 main:574] : INFO : Epoch 1789 | loss: 0.0310745 | val_loss: 0.0311556 | Time: 2837.29 ms [2022-03-08 20:09:08 main:574] : INFO : Epoch 1790 | loss: 0.031073 | val_loss: 0.0311495 | Time: 2720.55 ms [2022-03-08 20:09:11 main:574] : INFO : Epoch 1791 | loss: 0.0310794 | val_loss: 0.0311598 | Time: 2599.64 ms [2022-03-08 20:09:14 main:574] : INFO : Epoch 1792 | loss: 0.0310859 | val_loss: 0.0311588 | Time: 3330.22 ms [2022-03-08 20:09:17 main:574] : INFO : Epoch 1793 | loss: 0.0310845 | val_loss: 0.0311512 | Time: 3182.28 ms [2022-03-08 20:09:21 main:574] : INFO : Epoch 1794 | loss: 0.0310844 | val_loss: 0.0311496 | Time: 3131.38 ms [2022-03-08 20:09:23 main:574] : INFO : Epoch 1795 | loss: 0.031082 | val_loss: 0.0311518 | Time: 2724.33 ms [2022-03-08 20:09:26 main:574] : INFO : Epoch 1796 | loss: 0.0310791 | val_loss: 0.031153 | Time: 2504.82 ms [2022-03-08 20:09:29 main:574] : INFO : Epoch 1797 | loss: 0.0310772 | val_loss: 0.0311447 | Time: 2697.12 ms [2022-03-08 20:09:32 main:574] : INFO : Epoch 1798 | loss: 0.031078 | val_loss: 0.0311502 | Time: 2922.89 ms [2022-03-08 20:09:34 main:574] : INFO : Epoch 1799 | loss: 0.0310745 | val_loss: 0.0311543 | Time: 2561.65 ms [2022-03-08 20:09:37 main:574] : INFO : Epoch 1800 | loss: 0.0310739 | val_loss: 0.0311563 | Time: 2470.59 ms [2022-03-08 20:09:39 main:574] : INFO : Epoch 1801 | loss: 0.0310726 | val_loss: 0.0311471 | Time: 2781.24 ms [2022-03-08 20:09:42 main:574] : INFO : Epoch 1802 | loss: 0.0310744 | val_loss: 0.0311647 | Time: 2849.67 ms [2022-03-08 20:09:45 main:574] : INFO : Epoch 1803 | loss: 0.0310775 | val_loss: 0.0311637 | Time: 3025.92 ms [2022-03-08 20:09:49 main:574] : INFO : Epoch 1804 | loss: 0.0310925 | val_loss: 0.0311569 | Time: 3099.59 ms [2022-03-08 20:09:51 main:574] : INFO : Epoch 1805 | loss: 0.031101 | val_loss: 0.0311563 | Time: 2576.22 ms [2022-03-08 20:09:54 main:574] : INFO : Epoch 1806 | loss: 0.0310932 | val_loss: 0.0311566 | Time: 2681.59 ms [2022-03-08 20:09:57 main:574] : INFO : Epoch 1807 | loss: 0.0310892 | val_loss: 0.0311556 | Time: 3282.56 ms [2022-03-08 20:10:01 main:574] : INFO : Epoch 1808 | loss: 0.0310872 | val_loss: 0.0311537 | Time: 3617.61 ms [2022-03-08 20:10:04 main:574] : INFO : Epoch 1809 | loss: 0.0310858 | val_loss: 0.0311566 | Time: 2907.72 ms [2022-03-08 20:10:07 main:574] : INFO : Epoch 1810 | loss: 0.0310825 | val_loss: 0.0311445 | Time: 3237.2 ms [2022-03-08 20:10:11 main:574] : INFO : Epoch 1811 | loss: 0.0310837 | val_loss: 0.0311499 | Time: 3513.02 ms [2022-03-08 20:10:13 main:574] : INFO : Epoch 1812 | loss: 0.0310794 | val_loss: 0.0311416 | Time: 2752.01 ms [2022-03-08 20:10:16 main:574] : INFO : Epoch 1813 | loss: 0.031079 | val_loss: 0.0311467 | Time: 2659.88 ms [2022-03-08 20:10:19 main:574] : INFO : Epoch 1814 | loss: 0.0310794 | val_loss: 0.0311548 | Time: 2643.73 ms [2022-03-08 20:10:21 main:574] : INFO : Epoch 1815 | loss: 0.0310777 | val_loss: 0.0311518 | Time: 2383.47 ms [2022-03-08 20:10:24 main:574] : INFO : Epoch 1816 | loss: 0.0310762 | val_loss: 0.0311449 | Time: 2446.46 ms [2022-03-08 20:10:27 main:574] : INFO : Epoch 1817 | loss: 0.0310769 | val_loss: 0.0311491 | Time: 2978.71 ms [2022-03-08 20:10:30 main:574] : INFO : Epoch 1818 | loss: 0.031077 | val_loss: 0.0311467 | Time: 2888.86 ms [2022-03-08 20:10:32 main:574] : INFO : Epoch 1819 | loss: 0.0310772 | val_loss: 0.0311461 | Time: 2492.78 ms [2022-03-08 20:10:35 main:574] : INFO : Epoch 1820 | loss: 0.0310778 | val_loss: 0.0311466 | Time: 2497.73 ms [2022-03-08 20:10:38 main:574] : INFO : Epoch 1821 | loss: 0.0310847 | val_loss: 0.0311477 | Time: 2727.87 ms [2022-03-08 20:10:41 main:574] : INFO : Epoch 1822 | loss: 0.0310892 | val_loss: 0.0311519 | Time: 3181.64 ms [2022-03-08 20:10:44 main:574] : INFO : Epoch 1823 | loss: 0.0310864 | val_loss: 0.0311512 | Time: 2874.54 ms [2022-03-08 20:10:46 main:574] : INFO : Epoch 1824 | loss: 0.0310816 | val_loss: 0.0311534 | Time: 2726.48 ms [2022-03-08 20:10:49 main:574] : INFO : Epoch 1825 | loss: 0.0310844 | val_loss: 0.031153 | Time: 2679.75 ms [2022-03-08 20:10:52 main:574] : INFO : Epoch 1826 | loss: 0.0311215 | val_loss: 0.0311705 | Time: 2764.69 ms [2022-03-08 20:10:56 main:574] : INFO : Epoch 1827 | loss: 0.0311503 | val_loss: 0.0311567 | Time: 3609.51 ms [2022-03-08 20:10:58 main:574] : INFO : Epoch 1828 | loss: 0.0311441 | val_loss: 0.0311553 | Time: 2705.99 ms [2022-03-08 20:11:02 main:574] : INFO : Epoch 1829 | loss: 0.0311376 | val_loss: 0.0311514 | Time: 3391.38 ms [2022-03-08 20:11:05 main:574] : INFO : Epoch 1830 | loss: 0.0311348 | val_loss: 0.0311496 | Time: 3101.65 ms [2022-03-08 20:11:09 main:574] : INFO : Epoch 1831 | loss: 0.0311301 | val_loss: 0.0311517 | Time: 3323.68 ms [2022-03-08 20:11:11 main:574] : INFO : Epoch 1832 | loss: 0.0311284 | val_loss: 0.0311527 | Time: 2823.72 ms [2022-03-08 20:11:14 main:574] : INFO : Epoch 1833 | loss: 0.0311269 | val_loss: 0.0311528 | Time: 2824.54 ms [2022-03-08 20:11:17 main:574] : INFO : Epoch 1834 | loss: 0.0311244 | val_loss: 0.0311504 | Time: 2741.16 ms [2022-03-08 20:11:20 main:574] : INFO : Epoch 1835 | loss: 0.0311221 | val_loss: 0.0311486 | Time: 2924.14 ms [2022-03-08 20:11:23 main:574] : INFO : Epoch 1836 | loss: 0.031121 | val_loss: 0.03115 | Time: 3066.32 ms [2022-03-08 20:11:26 main:574] : INFO : Epoch 1837 | loss: 0.031121 | val_loss: 0.0311563 | Time: 2881.53 ms [2022-03-08 20:11:29 main:574] : INFO : Epoch 1838 | loss: 0.0311176 | val_loss: 0.0311477 | Time: 3060.97 ms [2022-03-08 20:11:32 main:574] : INFO : Epoch 1839 | loss: 0.0311158 | val_loss: 0.0311446 | Time: 2943.49 ms [2022-03-08 20:11:35 main:574] : INFO : Epoch 1840 | loss: 0.0311139 | val_loss: 0.0311493 | Time: 2678.01 ms [2022-03-08 20:11:38 main:574] : INFO : Epoch 1841 | loss: 0.0311173 | val_loss: 0.0311492 | Time: 2996.23 ms [2022-03-08 20:11:41 main:574] : INFO : Epoch 1842 | loss: 0.0311184 | val_loss: 0.0311451 | Time: 2981.92 ms [2022-03-08 20:11:44 main:574] : INFO : Epoch 1843 | loss: 0.0311144 | val_loss: 0.0311471 | Time: 3128.11 ms [2022-03-08 20:11:47 main:574] : INFO : Epoch 1844 | loss: 0.0311123 | val_loss: 0.0311407 | Time: 3001.18 ms [2022-03-08 20:11:50 main:574] : INFO : Epoch 1845 | loss: 0.0311207 | val_loss: 0.031147 | Time: 3176.21 ms [2022-03-08 20:11:53 main:574] : INFO : Epoch 1846 | loss: 0.031121 | val_loss: 0.0311425 | Time: 3035.41 ms [2022-03-08 20:11:56 main:574] : INFO : Epoch 1847 | loss: 0.0311134 | val_loss: 0.0311409 | Time: 2457.27 ms [2022-03-08 20:11:58 main:574] : INFO : Epoch 1848 | loss: 0.0311161 | val_loss: 0.0311432 | Time: 2414.32 ms [2022-03-08 20:12:02 main:574] : INFO : Epoch 1849 | loss: 0.0311129 | val_loss: 0.031141 | Time: 3395.24 ms [2022-03-08 20:12:05 main:574] : INFO : Epoch 1850 | loss: 0.0311079 | val_loss: 0.0311421 | Time: 2828.36 ms [2022-03-08 20:12:07 main:574] : INFO : Epoch 1851 | loss: 0.0311042 | val_loss: 0.0311439 | Time: 2896.34 ms [2022-03-08 20:12:11 main:574] : INFO : Epoch 1852 | loss: 0.0311053 | val_loss: 0.0311418 | Time: 3066.82 ms [2022-03-08 20:12:14 main:574] : INFO : Epoch 1853 | loss: 0.0311052 | val_loss: 0.0311485 | Time: 3502.94 ms [2022-03-08 20:12:17 main:574] : INFO : Epoch 1854 | loss: 0.0311 | val_loss: 0.0311465 | Time: 2763.64 ms [2022-03-08 20:12:20 main:574] : INFO : Epoch 1855 | loss: 0.0310984 | val_loss: 0.0311427 | Time: 2835.16 ms [2022-03-08 20:12:23 main:574] : INFO : Epoch 1856 | loss: 0.0310975 | val_loss: 0.0311462 | Time: 2986.98 ms [2022-03-08 20:12:25 main:574] : INFO : Epoch 1857 | loss: 0.0310958 | val_loss: 0.0311452 | Time: 2337.6 ms [2022-03-08 20:12:28 main:574] : INFO : Epoch 1858 | loss: 0.0310959 | val_loss: 0.0311469 | Time: 2927.3 ms [2022-03-08 20:12:31 main:574] : INFO : Epoch 1859 | loss: 0.031095 | val_loss: 0.0311452 | Time: 3152.08 ms [2022-03-08 20:12:34 main:574] : INFO : Epoch 1860 | loss: 0.0310947 | val_loss: 0.0311436 | Time: 2935.68 ms [2022-03-08 20:12:37 main:574] : INFO : Epoch 1861 | loss: 0.0310933 | val_loss: 0.0311419 | Time: 2716.79 ms [2022-03-08 20:12:40 main:574] : INFO : Epoch 1862 | loss: 0.0310927 | val_loss: 0.0311474 | Time: 2789.82 ms [2022-03-08 20:12:43 main:574] : INFO : Epoch 1863 | loss: 0.0310912 | val_loss: 0.0311462 | Time: 2831.82 ms [2022-03-08 20:12:47 main:574] : INFO : Epoch 1864 | loss: 0.0310938 | val_loss: 0.0311413 | Time: 3968.39 ms [2022-03-08 20:12:50 main:574] : INFO : Epoch 1865 | loss: 0.0310922 | val_loss: 0.0311403 | Time: 2804.05 ms [2022-03-08 20:12:53 main:574] : INFO : Epoch 1866 | loss: 0.0310924 | val_loss: 0.0311429 | Time: 3265.93 ms [2022-03-08 20:12:56 main:574] : INFO : Epoch 1867 | loss: 0.0311058 | val_loss: 0.0311493 | Time: 2765.62 ms [2022-03-08 20:12:58 main:574] : INFO : Epoch 1868 | loss: 0.0311445 | val_loss: 0.031152 | Time: 2513.69 ms [2022-03-08 20:13:01 main:574] : INFO : Epoch 1869 | loss: 0.0311382 | val_loss: 0.0311456 | Time: 2933.88 ms [2022-03-08 20:13:04 main:574] : INFO : Epoch 1870 | loss: 0.031131 | val_loss: 0.0311447 | Time: 2821.84 ms [2022-03-08 20:13:07 main:574] : INFO : Epoch 1871 | loss: 0.0311256 | val_loss: 0.031148 | Time: 3012.49 ms [2022-03-08 20:13:10 main:574] : INFO : Epoch 1872 | loss: 0.0311242 | val_loss: 0.0311544 | Time: 3182.44 ms [2022-03-08 20:13:13 main:574] : INFO : Epoch 1873 | loss: 0.031122 | val_loss: 0.0311459 | Time: 2844.72 ms [2022-03-08 20:13:17 main:574] : INFO : Epoch 1874 | loss: 0.0311212 | val_loss: 0.0311425 | Time: 3205.45 ms [2022-03-08 20:13:19 main:574] : INFO : Epoch 1875 | loss: 0.0311173 | val_loss: 0.0311446 | Time: 2687.22 ms [2022-03-08 20:13:22 main:574] : INFO : Epoch 1876 | loss: 0.0311166 | val_loss: 0.0311477 | Time: 2522.96 ms [2022-03-08 20:13:25 main:574] : INFO : Epoch 1877 | loss: 0.0311165 | val_loss: 0.0311465 | Time: 3268.46 ms [2022-03-08 20:13:28 main:574] : INFO : Epoch 1878 | loss: 0.0311154 | val_loss: 0.0311472 | Time: 2806.38 ms [2022-03-08 20:13:31 main:574] : INFO : Epoch 1879 | loss: 0.0311131 | val_loss: 0.0311452 | Time: 2651.65 ms [2022-03-08 20:13:34 main:574] : INFO : Epoch 1880 | loss: 0.0311114 | val_loss: 0.031144 | Time: 2628.73 ms [2022-03-08 20:13:36 main:574] : INFO : Epoch 1881 | loss: 0.0311094 | val_loss: 0.031143 | Time: 2808.63 ms [2022-03-08 20:13:40 main:574] : INFO : Epoch 1882 | loss: 0.0311099 | val_loss: 0.0311409 | Time: 3052.24 ms [2022-03-08 20:13:43 main:574] : INFO : Epoch 1883 | loss: 0.031109 | val_loss: 0.0311442 | Time: 2904.91 ms [2022-03-08 20:13:45 main:574] : INFO : Epoch 1884 | loss: 0.0311095 | val_loss: 0.0311434 | Time: 2793.23 ms [2022-03-08 20:13:48 main:574] : INFO : Epoch 1885 | loss: 0.0311075 | val_loss: 0.0311425 | Time: 2749.94 ms [2022-03-08 20:13:51 main:574] : INFO : Epoch 1886 | loss: 0.0311079 | val_loss: 0.0311436 | Time: 2390.06 ms [2022-03-08 20:13:54 main:574] : INFO : Epoch 1887 | loss: 0.0311073 | val_loss: 0.0311465 | Time: 2905.23 ms [2022-03-08 20:13:57 main:574] : INFO : Epoch 1888 | loss: 0.0311057 | val_loss: 0.0311414 | Time: 3196.15 ms [2022-03-08 20:13:59 main:574] : INFO : Epoch 1889 | loss: 0.0311055 | val_loss: 0.0311458 | Time: 2433.93 ms [2022-03-08 20:14:02 main:574] : INFO : Epoch 1890 | loss: 0.0311043 | val_loss: 0.0311462 | Time: 2514.5 ms [2022-03-08 20:14:05 main:574] : INFO : Epoch 1891 | loss: 0.031104 | val_loss: 0.0311464 | Time: 2699.03 ms [2022-03-08 20:14:07 main:574] : INFO : Epoch 1892 | loss: 0.0311024 | val_loss: 0.0311477 | Time: 2767.67 ms [2022-03-08 20:14:10 main:574] : INFO : Epoch 1893 | loss: 0.0311036 | val_loss: 0.0311453 | Time: 2663.94 ms [2022-03-08 20:14:13 main:574] : INFO : Epoch 1894 | loss: 0.0311019 | val_loss: 0.0311441 | Time: 2883.79 ms [2022-03-08 20:14:16 main:574] : INFO : Epoch 1895 | loss: 0.0311006 | val_loss: 0.0311455 | Time: 2740.25 ms [2022-03-08 20:14:19 main:574] : INFO : Epoch 1896 | loss: 0.031099 | val_loss: 0.031148 | Time: 2749.46 ms [2022-03-08 20:14:21 main:574] : INFO : Epoch 1897 | loss: 0.0311029 | val_loss: 0.031147 | Time: 2562.17 ms [2022-03-08 20:14:24 main:574] : INFO : Epoch 1898 | loss: 0.0311043 | val_loss: 0.0311479 | Time: 2704.96 ms [2022-03-08 20:14:27 main:574] : INFO : Epoch 1899 | loss: 0.0311069 | val_loss: 0.0311522 | Time: 3184.47 ms [2022-03-08 20:14:30 main:574] : INFO : Epoch 1900 | loss: 0.0311026 | val_loss: 0.0311478 | Time: 2633 ms [2022-03-08 20:14:32 main:574] : INFO : Epoch 1901 | loss: 0.0311029 | val_loss: 0.0311482 | Time: 2351.28 ms [2022-03-08 20:14:35 main:574] : INFO : Epoch 1902 | loss: 0.031105 | val_loss: 0.0311429 | Time: 2859.08 ms [2022-03-08 20:14:38 main:574] : INFO : Epoch 1903 | loss: 0.0311016 | val_loss: 0.0311469 | Time: 3028.4 ms [2022-03-08 20:14:41 main:574] : INFO : Epoch 1904 | loss: 0.0311012 | val_loss: 0.0311484 | Time: 2589.62 ms [2022-03-08 20:14:44 main:574] : INFO : Epoch 1905 | loss: 0.0310993 | val_loss: 0.0311445 | Time: 2884.31 ms [2022-03-08 20:14:47 main:574] : INFO : Epoch 1906 | loss: 0.0310972 | val_loss: 0.0311494 | Time: 2793.27 ms [2022-03-08 20:14:50 main:574] : INFO : Epoch 1907 | loss: 0.0310984 | val_loss: 0.0311473 | Time: 3124.9 ms [2022-03-08 20:14:53 main:574] : INFO : Epoch 1908 | loss: 0.0310996 | val_loss: 0.0311487 | Time: 2716.25 ms [2022-03-08 20:14:56 main:574] : INFO : Epoch 1909 | loss: 0.0310983 | val_loss: 0.0311477 | Time: 2958.62 ms [2022-03-08 20:14:58 main:574] : INFO : Epoch 1910 | loss: 0.0310985 | val_loss: 0.0311484 | Time: 2557.37 ms [2022-03-08 20:15:01 main:574] : INFO : Epoch 1911 | loss: 0.0310964 | val_loss: 0.0311492 | Time: 2895.07 ms [2022-03-08 20:15:04 main:574] : INFO : Epoch 1912 | loss: 0.0310986 | val_loss: 0.031151 | Time: 3022.69 ms [2022-03-08 20:15:07 main:574] : INFO : Epoch 1913 | loss: 0.0310973 | val_loss: 0.0311466 | Time: 2664.69 ms [2022-03-08 20:15:10 main:574] : INFO : Epoch 1914 | loss: 0.0311004 | val_loss: 0.0311475 | Time: 2852.66 ms [2022-03-08 20:15:12 main:574] : INFO : Epoch 1915 | loss: 0.0311013 | val_loss: 0.0311484 | Time: 2588.39 ms [2022-03-08 20:15:16 main:574] : INFO : Epoch 1916 | loss: 0.0311012 | val_loss: 0.0311566 | Time: 3421.75 ms [2022-03-08 20:15:19 main:574] : INFO : Epoch 1917 | loss: 0.0311089 | val_loss: 0.0311446 | Time: 2760.75 ms [2022-03-08 20:15:22 main:574] : INFO : Epoch 1918 | loss: 0.0311031 | val_loss: 0.0311482 | Time: 2874.96 ms [2022-03-08 20:15:24 main:574] : INFO : Epoch 1919 | loss: 0.0311028 | val_loss: 0.0311436 | Time: 2527.41 ms [2022-03-08 20:15:27 main:574] : INFO : Epoch 1920 | loss: 0.0311008 | val_loss: 0.0311448 | Time: 2519.42 ms [2022-03-08 20:15:29 main:574] : INFO : Epoch 1921 | loss: 0.0311004 | val_loss: 0.0311423 | Time: 2642.54 ms [2022-03-08 20:15:32 main:574] : INFO : Epoch 1922 | loss: 0.0311015 | val_loss: 0.0311603 | Time: 3025.71 ms [2022-03-08 20:15:35 main:574] : INFO : Epoch 1923 | loss: 0.0344455 | val_loss: 0.0320014 | Time: 2450.34 ms [2022-03-08 20:15:38 main:574] : INFO : Epoch 1924 | loss: 0.0321417 | val_loss: 0.0319227 | Time: 2740.8 ms [2022-03-08 20:15:40 main:574] : INFO : Epoch 1925 | loss: 0.0313928 | val_loss: 0.0312412 | Time: 2763.19 ms [2022-03-08 20:15:43 main:574] : INFO : Epoch 1926 | loss: 0.0311819 | val_loss: 0.0311678 | Time: 2803.98 ms [2022-03-08 20:15:47 main:574] : INFO : Epoch 1927 | loss: 0.0311477 | val_loss: 0.0311481 | Time: 3366.59 ms [2022-03-08 20:15:50 main:574] : INFO : Epoch 1928 | loss: 0.0311382 | val_loss: 0.0311457 | Time: 3145.9 ms [2022-03-08 20:15:53 main:574] : INFO : Epoch 1929 | loss: 0.0311377 | val_loss: 0.0311571 | Time: 2869.95 ms [2022-03-08 20:15:56 main:574] : INFO : Epoch 1930 | loss: 0.031137 | val_loss: 0.0311443 | Time: 3263.97 ms [2022-03-08 20:16:00 main:574] : INFO : Epoch 1931 | loss: 0.0311319 | val_loss: 0.0311438 | Time: 3879.95 ms [2022-03-08 20:16:03 main:574] : INFO : Epoch 1932 | loss: 0.0311316 | val_loss: 0.0311429 | Time: 2664 ms [2022-03-08 20:16:06 main:574] : INFO : Epoch 1933 | loss: 0.0311308 | val_loss: 0.0311461 | Time: 2711.81 ms [2022-03-08 20:16:08 main:574] : INFO : Epoch 1934 | loss: 0.0311324 | val_loss: 0.031144 | Time: 2429.27 ms [2022-03-08 20:16:10 main:574] : INFO : Epoch 1935 | loss: 0.0311346 | val_loss: 0.0311499 | Time: 2361.21 ms [2022-03-08 20:16:14 main:574] : INFO : Epoch 1936 | loss: 0.0311394 | val_loss: 0.0311499 | Time: 3302.66 ms [2022-03-08 20:16:16 main:574] : INFO : Epoch 1937 | loss: 0.0311369 | val_loss: 0.0311504 | Time: 2692.34 ms [2022-03-08 20:16:19 main:574] : INFO : Epoch 1938 | loss: 0.031137 | val_loss: 0.0311461 | Time: 2607 ms [2022-03-08 20:16:22 main:574] : INFO : Epoch 1939 | loss: 0.0311323 | val_loss: 0.0311472 | Time: 2651.27 ms [2022-03-08 20:16:25 main:574] : INFO : Epoch 1940 | loss: 0.0311322 | val_loss: 0.0311535 | Time: 2955.95 ms [2022-03-08 20:16:28 main:574] : INFO : Epoch 1941 | loss: 0.0311381 | val_loss: 0.0311472 | Time: 2806.28 ms [2022-03-08 20:16:31 main:574] : INFO : Epoch 1942 | loss: 0.0311352 | val_loss: 0.0311468 | Time: 3489.1 ms [2022-03-08 20:16:34 main:574] : INFO : Epoch 1943 | loss: 0.0311335 | val_loss: 0.0311465 | Time: 2749.63 ms [2022-03-08 20:16:37 main:574] : INFO : Epoch 1944 | loss: 0.0311333 | val_loss: 0.0311479 | Time: 2432.11 ms [2022-03-08 20:16:39 main:574] : INFO : Epoch 1945 | loss: 0.0311327 | val_loss: 0.0311456 | Time: 2353.13 ms [2022-03-08 20:16:41 main:574] : INFO : Epoch 1946 | loss: 0.0311335 | val_loss: 0.0311497 | Time: 2523.59 ms [2022-03-08 20:16:44 main:574] : INFO : Epoch 1947 | loss: 0.0311323 | val_loss: 0.0311469 | Time: 2400.02 ms [2022-03-08 20:16:46 main:574] : INFO : Epoch 1948 | loss: 0.0311297 | val_loss: 0.0311465 | Time: 2369.85 ms [2022-03-08 20:16:49 main:574] : INFO : Epoch 1949 | loss: 0.0311285 | val_loss: 0.0311436 | Time: 2674.53 ms [2022-03-08 20:16:52 main:574] : INFO : Epoch 1950 | loss: 0.0311333 | val_loss: 0.031149 | Time: 3325.42 ms [2022-03-08 20:16:55 main:574] : INFO : Epoch 1951 | loss: 0.0311309 | val_loss: 0.0311458 | Time: 3019.5 ms [2022-03-08 20:16:58 main:574] : INFO : Epoch 1952 | loss: 0.0311287 | val_loss: 0.0311449 | Time: 2412.68 ms [2022-03-08 20:17:00 main:574] : INFO : Epoch 1953 | loss: 0.0311296 | val_loss: 0.0311513 | Time: 2400.53 ms [2022-03-08 20:17:03 main:574] : INFO : Epoch 1954 | loss: 0.0311284 | val_loss: 0.0311454 | Time: 2465.92 ms [2022-03-08 20:17:06 main:574] : INFO : Epoch 1955 | loss: 0.031126 | val_loss: 0.0311463 | Time: 2870.03 ms [2022-03-08 20:17:08 main:574] : INFO : Epoch 1956 | loss: 0.0311261 | val_loss: 0.031144 | Time: 2598.05 ms [2022-03-08 20:17:11 main:574] : INFO : Epoch 1957 | loss: 0.0311242 | val_loss: 0.0311425 | Time: 2353.34 ms [2022-03-08 20:17:13 main:574] : INFO : Epoch 1958 | loss: 0.0311236 | val_loss: 0.0311405 | Time: 2622.94 ms [2022-03-08 20:17:16 main:574] : INFO : Epoch 1959 | loss: 0.0311251 | val_loss: 0.0311425 | Time: 2920.47 ms [2022-03-08 20:17:19 main:574] : INFO : Epoch 1960 | loss: 0.0311232 | val_loss: 0.0311399 | Time: 2482.55 ms [2022-03-08 20:17:22 main:574] : INFO : Epoch 1961 | loss: 0.0311216 | val_loss: 0.0311423 | Time: 2712.05 ms [2022-03-08 20:17:24 main:574] : INFO : Epoch 1962 | loss: 0.0311203 | val_loss: 0.0311361 | Time: 2825.34 ms [2022-03-08 20:17:28 main:574] : INFO : Epoch 1963 | loss: 0.0311171 | val_loss: 0.0311361 | Time: 2998.72 ms [2022-03-08 20:17:31 main:574] : INFO : Epoch 1964 | loss: 0.0311151 | val_loss: 0.0311378 | Time: 3035.38 ms [2022-03-08 20:17:33 main:574] : INFO : Epoch 1965 | loss: 0.0311194 | val_loss: 0.0311362 | Time: 2591.48 ms [2022-03-08 20:17:36 main:574] : INFO : Epoch 1966 | loss: 0.0311177 | val_loss: 0.0311353 | Time: 2375.61 ms [2022-03-08 20:17:38 main:574] : INFO : Epoch 1967 | loss: 0.0311168 | val_loss: 0.0311364 | Time: 2697.66 ms [2022-03-08 20:17:41 main:574] : INFO : Epoch 1968 | loss: 0.0311156 | val_loss: 0.0311391 | Time: 2787.2 ms [2022-03-08 20:17:44 main:574] : INFO : Epoch 1969 | loss: 0.0311179 | val_loss: 0.0311389 | Time: 3177.52 ms [2022-03-08 20:17:47 main:574] : INFO : Epoch 1970 | loss: 0.0311162 | val_loss: 0.0311374 | Time: 2910.67 ms [2022-03-08 20:17:51 main:574] : INFO : Epoch 1971 | loss: 0.0311127 | val_loss: 0.0311392 | Time: 3570.75 ms [2022-03-08 20:17:53 main:574] : INFO : Epoch 1972 | loss: 0.0311129 | val_loss: 0.0311372 | Time: 2364.73 ms [2022-03-08 20:17:56 main:574] : INFO : Epoch 1973 | loss: 0.0311144 | val_loss: 0.0311406 | Time: 2885.06 ms [2022-03-08 20:17:59 main:574] : INFO : Epoch 1974 | loss: 0.0311175 | val_loss: 0.031144 | Time: 2683.32 ms [2022-03-08 20:18:02 main:574] : INFO : Epoch 1975 | loss: 0.0311167 | val_loss: 0.0311454 | Time: 2966.13 ms [2022-03-08 20:18:05 main:574] : INFO : Epoch 1976 | loss: 0.0311156 | val_loss: 0.0311417 | Time: 2595.47 ms [2022-03-08 20:18:07 main:574] : INFO : Epoch 1977 | loss: 0.0311144 | val_loss: 0.0311427 | Time: 2378.15 ms [2022-03-08 20:18:10 main:574] : INFO : Epoch 1978 | loss: 0.0311101 | val_loss: 0.0311421 | Time: 2386.91 ms [2022-03-08 20:18:12 main:574] : INFO : Epoch 1979 | loss: 0.0311113 | val_loss: 0.0311425 | Time: 2584.24 ms [2022-03-08 20:18:15 main:574] : INFO : Epoch 1980 | loss: 0.0311131 | val_loss: 0.0311418 | Time: 2459.57 ms [2022-03-08 20:18:17 main:574] : INFO : Epoch 1981 | loss: 0.0311137 | val_loss: 0.031141 | Time: 2624.87 ms [2022-03-08 20:18:20 main:574] : INFO : Epoch 1982 | loss: 0.0311181 | val_loss: 0.0311584 | Time: 2659.58 ms [2022-03-08 20:18:23 main:574] : INFO : Epoch 1983 | loss: 0.03112 | val_loss: 0.0311468 | Time: 2914.79 ms [2022-03-08 20:18:26 main:574] : INFO : Epoch 1984 | loss: 0.0311168 | val_loss: 0.0311437 | Time: 3082.38 ms [2022-03-08 20:18:29 main:574] : INFO : Epoch 1985 | loss: 0.031113 | val_loss: 0.031146 | Time: 2504.71 ms [2022-03-08 20:18:31 main:574] : INFO : Epoch 1986 | loss: 0.0311115 | val_loss: 0.0311436 | Time: 2406.62 ms [2022-03-08 20:18:34 main:574] : INFO : Epoch 1987 | loss: 0.0311163 | val_loss: 0.0311399 | Time: 2865.52 ms [2022-03-08 20:18:37 main:574] : INFO : Epoch 1988 | loss: 0.0311161 | val_loss: 0.0311557 | Time: 2671.93 ms [2022-03-08 20:18:40 main:574] : INFO : Epoch 1989 | loss: 0.0311319 | val_loss: 0.0311479 | Time: 3551.73 ms [2022-03-08 20:18:43 main:574] : INFO : Epoch 1990 | loss: 0.0311218 | val_loss: 0.0311456 | Time: 2724.2 ms [2022-03-08 20:18:46 main:574] : INFO : Epoch 1991 | loss: 0.0311221 | val_loss: 0.0311482 | Time: 2811.96 ms [2022-03-08 20:18:50 main:574] : INFO : Epoch 1992 | loss: 0.0311339 | val_loss: 0.0311462 | Time: 4005.56 ms [2022-03-08 20:18:56 main:574] : INFO : Epoch 1993 | loss: 0.0311369 | val_loss: 0.0311452 | Time: 5582.14 ms [2022-03-08 20:19:01 main:574] : INFO : Epoch 1994 | loss: 0.0311351 | val_loss: 0.0311464 | Time: 5404.2 ms [2022-03-08 20:19:04 main:574] : INFO : Epoch 1995 | loss: 0.0311295 | val_loss: 0.0311428 | Time: 2512.81 ms [2022-03-08 20:19:06 main:574] : INFO : Epoch 1996 | loss: 0.0311265 | val_loss: 0.0311433 | Time: 2637.55 ms [2022-03-08 20:19:09 main:574] : INFO : Epoch 1997 | loss: 0.0311222 | val_loss: 0.0311396 | Time: 2578.41 ms [2022-03-08 20:19:12 main:574] : INFO : Epoch 1998 | loss: 0.0311227 | val_loss: 0.0311378 | Time: 2845.53 ms [2022-03-08 20:19:15 main:574] : INFO : Epoch 1999 | loss: 0.0311227 | val_loss: 0.0311393 | Time: 3550.42 ms [2022-03-08 20:19:18 main:574] : INFO : Epoch 2000 | loss: 0.0311199 | val_loss: 0.0311384 | Time: 2975.59 ms [2022-03-08 20:19:21 main:574] : INFO : Epoch 2001 | loss: 0.0311175 | val_loss: 0.0311395 | Time: 2783.32 ms [2022-03-08 20:19:24 main:574] : INFO : Epoch 2002 | loss: 0.0311173 | val_loss: 0.031137 | Time: 2872.65 ms [2022-03-08 20:19:27 main:574] : INFO : Epoch 2003 | loss: 0.0311153 | val_loss: 0.0311382 | Time: 3172.35 ms [2022-03-08 20:19:30 main:574] : INFO : Epoch 2004 | loss: 0.0311144 | val_loss: 0.0311411 | Time: 3195.69 ms [2022-03-08 20:19:33 main:574] : INFO : Epoch 2005 | loss: 0.0311136 | val_loss: 0.0311371 | Time: 2393.44 ms [2022-03-08 20:19:36 main:574] : INFO : Epoch 2006 | loss: 0.0311137 | val_loss: 0.0311405 | Time: 3212.6 ms [2022-03-08 20:19:39 main:574] : INFO : Epoch 2007 | loss: 0.0311113 | val_loss: 0.0311422 | Time: 2927.14 ms [2022-03-08 20:19:42 main:574] : INFO : Epoch 2008 | loss: 0.0311147 | val_loss: 0.0311414 | Time: 2961.85 ms [2022-03-08 20:19:45 main:574] : INFO : Epoch 2009 | loss: 0.0311118 | val_loss: 0.0311398 | Time: 2720.82 ms [2022-03-08 20:19:47 main:574] : INFO : Epoch 2010 | loss: 0.0311141 | val_loss: 0.031147 | Time: 2496.17 ms [2022-03-08 20:19:50 main:574] : INFO : Epoch 2011 | loss: 0.0311127 | val_loss: 0.0311407 | Time: 2794.21 ms [2022-03-08 20:19:53 main:574] : INFO : Epoch 2012 | loss: 0.0311099 | val_loss: 0.0311434 | Time: 2414.59 ms [2022-03-08 20:19:56 main:574] : INFO : Epoch 2013 | loss: 0.0311081 | val_loss: 0.0311405 | Time: 3119.15 ms [2022-03-08 20:19:59 main:574] : INFO : Epoch 2014 | loss: 0.0311101 | val_loss: 0.031141 | Time: 2882.95 ms [2022-03-08 20:20:01 main:574] : INFO : Epoch 2015 | loss: 0.0311112 | val_loss: 0.0311435 | Time: 2406.35 ms [2022-03-08 20:20:04 main:574] : INFO : Epoch 2016 | loss: 0.0311112 | val_loss: 0.0311466 | Time: 2996.7 ms [2022-03-08 20:20:07 main:574] : INFO : Epoch 2017 | loss: 0.0311114 | val_loss: 0.0311418 | Time: 2589.18 ms [2022-03-08 20:20:10 main:574] : INFO : Epoch 2018 | loss: 0.0311105 | val_loss: 0.0311455 | Time: 2565.28 ms [2022-03-08 20:20:13 main:574] : INFO : Epoch 2019 | loss: 0.0311093 | val_loss: 0.031137 | Time: 3435.25 ms [2022-03-08 20:20:16 main:574] : INFO : Epoch 2020 | loss: 0.0311115 | val_loss: 0.0311395 | Time: 2588.93 ms [2022-03-08 20:20:18 main:574] : INFO : Epoch 2021 | loss: 0.0311097 | val_loss: 0.0311432 | Time: 2561.96 ms [2022-03-08 20:20:21 main:574] : INFO : Epoch 2022 | loss: 0.0311092 | val_loss: 0.0311456 | Time: 2589.69 ms [2022-03-08 20:20:23 main:574] : INFO : Epoch 2023 | loss: 0.0311095 | val_loss: 0.0311399 | Time: 2505.38 ms [2022-03-08 20:20:26 main:574] : INFO : Epoch 2024 | loss: 0.0311091 | val_loss: 0.0311452 | Time: 2471.33 ms [2022-03-08 20:20:29 main:574] : INFO : Epoch 2025 | loss: 0.0311099 | val_loss: 0.0311406 | Time: 3127.01 ms [2022-03-08 20:20:32 main:574] : INFO : Epoch 2026 | loss: 0.0311078 | val_loss: 0.0311422 | Time: 2729.47 ms [2022-03-08 20:20:34 main:574] : INFO : Epoch 2027 | loss: 0.0311078 | val_loss: 0.031146 | Time: 2496.8 ms [2022-03-08 20:20:37 main:574] : INFO : Epoch 2028 | loss: 0.0311117 | val_loss: 0.0311404 | Time: 2636.38 ms [2022-03-08 20:20:40 main:574] : INFO : Epoch 2029 | loss: 0.0311113 | val_loss: 0.0311365 | Time: 2445.09 ms [2022-03-08 20:20:43 main:574] : INFO : Epoch 2030 | loss: 0.0311119 | val_loss: 0.0311454 | Time: 3055.62 ms [2022-03-08 20:20:46 main:574] : INFO : Epoch 2031 | loss: 0.0311103 | val_loss: 0.0311427 | Time: 2953.92 ms [2022-03-08 20:20:49 main:574] : INFO : Epoch 2032 | loss: 0.031108 | val_loss: 0.0311454 | Time: 3145.56 ms [2022-03-08 20:20:51 main:574] : INFO : Epoch 2033 | loss: 0.0311079 | val_loss: 0.0311505 | Time: 2614.85 ms [2022-03-08 20:20:54 main:574] : INFO : Epoch 2034 | loss: 0.03111 | val_loss: 0.0311417 | Time: 2623.35 ms [2022-03-08 20:20:57 main:574] : INFO : Epoch 2035 | loss: 0.0311091 | val_loss: 0.0311462 | Time: 3249.17 ms [2022-03-08 20:21:00 main:574] : INFO : Epoch 2036 | loss: 0.031109 | val_loss: 0.0311372 | Time: 2503.73 ms [2022-03-08 20:21:03 main:574] : INFO : Epoch 2037 | loss: 0.0311065 | val_loss: 0.0311382 | Time: 2601.3 ms [2022-03-08 20:21:05 main:574] : INFO : Epoch 2038 | loss: 0.0311059 | val_loss: 0.0311371 | Time: 2659.6 ms [2022-03-08 20:21:08 main:574] : INFO : Epoch 2039 | loss: 0.0311044 | val_loss: 0.0311441 | Time: 2537.43 ms [2022-03-08 20:21:10 main:574] : INFO : Epoch 2040 | loss: 0.0311058 | val_loss: 0.0311406 | Time: 2523.99 ms [2022-03-08 20:21:13 main:574] : INFO : Epoch 2041 | loss: 0.031104 | val_loss: 0.0311439 | Time: 2511.71 ms [2022-03-08 20:21:16 main:574] : INFO : Epoch 2042 | loss: 0.0311045 | val_loss: 0.0311437 | Time: 2475.27 ms [2022-03-08 20:21:19 main:574] : INFO : Epoch 2043 | loss: 0.0311051 | val_loss: 0.0311377 | Time: 2989.1 ms [2022-03-08 20:21:22 main:574] : INFO : Epoch 2044 | loss: 0.0311034 | val_loss: 0.03114 | Time: 3114.98 ms [2022-03-08 20:21:24 main:574] : INFO : Epoch 2045 | loss: 0.0311033 | val_loss: 0.0311464 | Time: 2621.55 ms [2022-03-08 20:21:27 main:574] : INFO : Epoch 2046 | loss: 0.0311054 | val_loss: 0.0311406 | Time: 2457.08 ms [2022-03-08 20:21:30 main:574] : INFO : Epoch 2047 | loss: 0.0311066 | val_loss: 0.031145 | Time: 2943.84 ms [2022-03-08 20:21:33 main:574] : INFO : Epoch 2048 | loss: 0.0311078 | val_loss: 0.0311408 | Time: 3206.26 ms [2022-03-08 20:21:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311408 [2022-03-08 20:21:33 main:603] : INFO : Saving end state to config to file [2022-03-08 20:21:33 main:608] : INFO : Success, exiting.. 20:21:33 (15756): 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)