Task 12800451
| Name | ParityModified-1639958088-10117-3-0_1 |
| Workunit | 8859864 |
| Created | 8 Mar 2022, 22:30:51 UTC |
| Sent | 8 Mar 2022, 23:16:38 UTC |
| Report deadline | 16 Mar 2022, 23:16:38 UTC |
| Received | 9 Mar 2022, 18:22:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 32 min 51 sec |
| CPU time | 1 hours 30 min 41 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> 03-09 18:58:27 main:574] : INFO : Epoch 1542 | loss: 0.031174 | val_loss: 0.0311789 | Time: 2399.91 ms [2022-03-09 18:58:30 main:574] : INFO : Epoch 1543 | loss: 0.0311781 | val_loss: 0.0311749 | Time: 3479.37 ms [2022-03-09 18:58:33 main:574] : INFO : Epoch 1544 | loss: 0.0311741 | val_loss: 0.0311712 | Time: 2846.3 ms [2022-03-09 18:58:36 main:574] : INFO : Epoch 1545 | loss: 0.0311729 | val_loss: 0.03117 | Time: 2499.23 ms [2022-03-09 18:58:39 main:574] : INFO : Epoch 1546 | loss: 0.0311722 | val_loss: 0.031169 | Time: 2849.46 ms [2022-03-09 18:58:41 main:574] : INFO : Epoch 1547 | loss: 0.0311721 | val_loss: 0.0311687 | Time: 2923.79 ms [2022-03-09 18:58:44 main:574] : INFO : Epoch 1548 | loss: 0.031173 | val_loss: 0.0311709 | Time: 2355.89 ms [2022-03-09 18:58:46 main:574] : INFO : Epoch 1549 | loss: 0.031172 | val_loss: 0.0311715 | Time: 2535.57 ms [2022-03-09 18:58:49 main:574] : INFO : Epoch 1550 | loss: 0.0311737 | val_loss: 0.0311709 | Time: 2956.21 ms [2022-03-09 18:58:52 main:574] : INFO : Epoch 1551 | loss: 0.0311722 | val_loss: 0.0311694 | Time: 2468.67 ms [2022-03-09 18:58:55 main:574] : INFO : Epoch 1552 | loss: 0.0311718 | val_loss: 0.03117 | Time: 2590.09 ms [2022-03-09 18:58:58 main:574] : INFO : Epoch 1553 | loss: 0.0311716 | val_loss: 0.0311687 | Time: 2926.43 ms [2022-03-09 18:59:00 main:574] : INFO : Epoch 1554 | loss: 0.0311724 | val_loss: 0.031172 | Time: 2420.94 ms [2022-03-09 18:59:02 main:574] : INFO : Epoch 1555 | loss: 0.0311721 | val_loss: 0.0311717 | Time: 2222.2 ms [2022-03-09 18:59:05 main:574] : INFO : Epoch 1556 | loss: 0.0311722 | val_loss: 0.0311728 | Time: 2450.71 ms [2022-03-09 18:59:07 main:574] : INFO : Epoch 1557 | loss: 0.0311718 | val_loss: 0.0311686 | Time: 2459.71 ms [2022-03-09 18:59:10 main:574] : INFO : Epoch 1558 | loss: 0.0311727 | val_loss: 0.0311739 | Time: 2617.11 ms [2022-03-09 18:59:12 main:574] : INFO : Epoch 1559 | loss: 0.0311744 | val_loss: 0.0311695 | Time: 2509.78 ms [2022-03-09 18:59:16 main:574] : INFO : Epoch 1560 | loss: 0.0311726 | val_loss: 0.0311685 | Time: 3140.79 ms [2022-03-09 18:59:18 main:574] : INFO : Epoch 1561 | loss: 0.031172 | val_loss: 0.0311705 | Time: 2636.16 ms [2022-03-09 18:59:21 main:574] : INFO : Epoch 1562 | loss: 0.0311734 | val_loss: 0.0311698 | Time: 2268.23 ms [2022-03-09 18:59:23 main:574] : INFO : Epoch 1563 | loss: 0.0311723 | val_loss: 0.03117 | Time: 2258.87 ms [2022-03-09 18:59:25 main:574] : INFO : Epoch 1564 | loss: 0.0311741 | val_loss: 0.0311715 | Time: 2453.18 ms [2022-03-09 18:59:28 main:574] : INFO : Epoch 1565 | loss: 0.0311721 | val_loss: 0.0311698 | Time: 2775.5 ms [2022-03-09 18:59:31 main:574] : INFO : Epoch 1566 | loss: 0.031172 | val_loss: 0.0311685 | Time: 2502.63 ms [2022-03-09 18:59:34 main:574] : INFO : Epoch 1567 | loss: 0.0311735 | val_loss: 0.0311741 | Time: 2834 ms [2022-03-09 18:59:37 main:574] : INFO : Epoch 1568 | loss: 0.031176 | val_loss: 0.0311799 | Time: 2962.97 ms [2022-03-09 18:59:40 main:574] : INFO : Epoch 1569 | loss: 0.0311776 | val_loss: 0.0311912 | Time: 3155.5 ms [2022-03-09 18:59:43 main:574] : INFO : Epoch 1570 | loss: 0.0311784 | val_loss: 0.0311753 | Time: 3415.97 ms [2022-03-09 18:59:46 main:574] : INFO : Epoch 1571 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 2417.31 ms [2022-03-09 18:59:48 main:574] : INFO : Epoch 1572 | loss: 0.0311758 | val_loss: 0.031169 | Time: 2684.63 ms [2022-03-09 18:59:51 main:574] : INFO : Epoch 1573 | loss: 0.0311758 | val_loss: 0.0311699 | Time: 2381.18 ms [2022-03-09 18:59:53 main:574] : INFO : Epoch 1574 | loss: 0.031173 | val_loss: 0.0311734 | Time: 2495.45 ms [2022-03-09 18:59:56 main:574] : INFO : Epoch 1575 | loss: 0.0311749 | val_loss: 0.0311704 | Time: 2455.29 ms [2022-03-09 18:59:58 main:574] : INFO : Epoch 1576 | loss: 0.0311732 | val_loss: 0.0311687 | Time: 2323.7 ms [2022-03-09 19:00:01 main:574] : INFO : Epoch 1577 | loss: 0.031173 | val_loss: 0.0311694 | Time: 2765.08 ms [2022-03-09 19:00:04 main:574] : INFO : Epoch 1578 | loss: 0.0311727 | val_loss: 0.0311686 | Time: 2806.5 ms [2022-03-09 19:00:07 main:574] : INFO : Epoch 1579 | loss: 0.0311729 | val_loss: 0.0311724 | Time: 3391.58 ms [2022-03-09 19:00:10 main:574] : INFO : Epoch 1580 | loss: 0.0311756 | val_loss: 0.0311702 | Time: 2403.54 ms [2022-03-09 19:00:12 main:574] : INFO : Epoch 1581 | loss: 0.0311731 | val_loss: 0.0311687 | Time: 2338.43 ms [2022-03-09 19:00:14 main:574] : INFO : Epoch 1582 | loss: 0.0311722 | val_loss: 0.0311681 | Time: 2199.88 ms [2022-03-09 19:00:17 main:574] : INFO : Epoch 1583 | loss: 0.0311722 | val_loss: 0.0311684 | Time: 2533.99 ms [2022-03-09 19:00:19 main:574] : INFO : Epoch 1584 | loss: 0.0311736 | val_loss: 0.0311681 | Time: 2335.65 ms [2022-03-09 19:00:22 main:574] : INFO : Epoch 1585 | loss: 0.0311718 | val_loss: 0.0311725 | Time: 2759.07 ms [2022-03-09 19:00:25 main:574] : INFO : Epoch 1586 | loss: 0.0311717 | val_loss: 0.0311682 | Time: 3289.2 ms [2022-03-09 19:00:29 main:574] : INFO : Epoch 1587 | loss: 0.0311719 | val_loss: 0.0311689 | Time: 3366.03 ms [2022-03-09 19:00:32 main:574] : INFO : Epoch 1588 | loss: 0.0311715 | val_loss: 0.0311703 | Time: 3219.55 ms [2022-03-09 19:00:35 main:574] : INFO : Epoch 1589 | loss: 0.0311724 | val_loss: 0.0311681 | Time: 2621.08 ms [2022-03-09 19:00:37 main:574] : INFO : Epoch 1590 | loss: 0.0311717 | val_loss: 0.0311683 | Time: 2527.35 ms [2022-03-09 19:00:40 main:574] : INFO : Epoch 1591 | loss: 0.0311707 | val_loss: 0.0311682 | Time: 2673.65 ms [2022-03-09 19:00:42 main:574] : INFO : Epoch 1592 | loss: 0.0311711 | val_loss: 0.0311678 | Time: 2400.3 ms [2022-03-09 19:00:45 main:574] : INFO : Epoch 1593 | loss: 0.031172 | val_loss: 0.0311714 | Time: 2305.14 ms [2022-03-09 19:00:48 main:574] : INFO : Epoch 1594 | loss: 0.0311728 | val_loss: 0.031168 | Time: 2881.78 ms [2022-03-09 19:00:51 main:574] : INFO : Epoch 1595 | loss: 0.0311713 | val_loss: 0.0311683 | Time: 3180.01 ms [2022-03-09 19:00:54 main:574] : INFO : Epoch 1596 | loss: 0.031173 | val_loss: 0.0311708 | Time: 2786.34 ms [2022-03-09 19:00:56 main:574] : INFO : Epoch 1597 | loss: 0.0311725 | val_loss: 0.0311691 | Time: 2676.18 ms [2022-03-09 19:00:59 main:574] : INFO : Epoch 1598 | loss: 0.0311716 | val_loss: 0.0311687 | Time: 2479.58 ms [2022-03-09 19:01:01 main:574] : INFO : Epoch 1599 | loss: 0.0311725 | val_loss: 0.0311688 | Time: 2386.08 ms [2022-03-09 19:01:04 main:574] : INFO : Epoch 1600 | loss: 0.0311719 | val_loss: 0.0311697 | Time: 2354.38 ms [2022-03-09 19:01:06 main:574] : INFO : Epoch 1601 | loss: 0.0311745 | val_loss: 0.0311677 | Time: 2272.5 ms [2022-03-09 19:01:08 main:574] : INFO : Epoch 1602 | loss: 0.0311706 | val_loss: 0.0311677 | Time: 2375.95 ms [2022-03-09 19:01:11 main:574] : INFO : Epoch 1603 | loss: 0.0311709 | val_loss: 0.0311703 | Time: 2469.95 ms [2022-03-09 19:01:14 main:574] : INFO : Epoch 1604 | loss: 0.0311753 | val_loss: 0.0311707 | Time: 3223.86 ms [2022-03-09 19:01:18 main:574] : INFO : Epoch 1605 | loss: 0.0311745 | val_loss: 0.0311777 | Time: 3767.42 ms [2022-03-09 19:01:21 main:574] : INFO : Epoch 1606 | loss: 0.031177 | val_loss: 0.0311766 | Time: 2878.99 ms [2022-03-09 19:01:24 main:574] : INFO : Epoch 1607 | loss: 0.0311753 | val_loss: 0.0311898 | Time: 2846.4 ms [2022-03-09 19:01:27 main:574] : INFO : Epoch 1608 | loss: 0.031187 | val_loss: 0.0311813 | Time: 3088.55 ms [2022-03-09 19:01:30 main:574] : INFO : Epoch 1609 | loss: 0.0311748 | val_loss: 0.0311712 | Time: 2528.87 ms [2022-03-09 19:01:32 main:574] : INFO : Epoch 1610 | loss: 0.0311724 | val_loss: 0.0311725 | Time: 2335.37 ms [2022-03-09 19:01:34 main:574] : INFO : Epoch 1611 | loss: 0.0311726 | val_loss: 0.0311682 | Time: 2317.19 ms [2022-03-09 19:01:37 main:574] : INFO : Epoch 1612 | loss: 0.0311734 | val_loss: 0.0311679 | Time: 2405.8 ms [2022-03-09 19:01:39 main:574] : INFO : Epoch 1613 | loss: 0.0311741 | val_loss: 0.0311683 | Time: 2676.59 ms [2022-03-09 19:01:42 main:574] : INFO : Epoch 1614 | loss: 0.0311725 | val_loss: 0.0311697 | Time: 2839.57 ms [2022-03-09 19:01:46 main:574] : INFO : Epoch 1615 | loss: 0.0311734 | val_loss: 0.0311696 | Time: 3278.36 ms [2022-03-09 19:01:48 main:574] : INFO : Epoch 1616 | loss: 0.0311711 | val_loss: 0.0311685 | Time: 2700.63 ms [2022-03-09 19:01:51 main:574] : INFO : Epoch 1617 | loss: 0.0311711 | val_loss: 0.0311678 | Time: 2285.42 ms [2022-03-09 19:01:53 main:574] : INFO : Epoch 1618 | loss: 0.0311724 | val_loss: 0.031169 | Time: 2388.84 ms [2022-03-09 19:01:56 main:574] : INFO : Epoch 1619 | loss: 0.0311745 | val_loss: 0.0311718 | Time: 2610.79 ms [2022-03-09 19:01:58 main:574] : INFO : Epoch 1620 | loss: 0.0311713 | val_loss: 0.031168 | Time: 2644.93 ms [2022-03-09 19:02:02 main:574] : INFO : Epoch 1621 | loss: 0.0311706 | val_loss: 0.031168 | Time: 3332.5 ms [2022-03-09 19:02:04 main:574] : INFO : Epoch 1622 | loss: 0.0311721 | val_loss: 0.0311694 | Time: 2700.43 ms [2022-03-09 19:02:07 main:574] : INFO : Epoch 1623 | loss: 0.0311716 | val_loss: 0.031178 | Time: 2817.44 ms [2022-03-09 19:02:11 main:574] : INFO : Epoch 1624 | loss: 0.031175 | val_loss: 0.0311712 | Time: 3286.03 ms [2022-03-09 19:02:14 main:574] : INFO : Epoch 1625 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 3709.16 ms [2022-03-09 19:02:18 main:574] : INFO : Epoch 1626 | loss: 0.0311752 | val_loss: 0.0311753 | Time: 3111.05 ms [2022-03-09 19:02:20 main:574] : INFO : Epoch 1627 | loss: 0.0311733 | val_loss: 0.0311784 | Time: 2689.57 ms [2022-03-09 19:02:23 main:574] : INFO : Epoch 1628 | loss: 0.0311731 | val_loss: 0.0311677 | Time: 2885.13 ms [2022-03-09 19:02:26 main:574] : INFO : Epoch 1629 | loss: 0.0311724 | val_loss: 0.0311745 | Time: 2955.67 ms [2022-03-09 19:02:29 main:574] : INFO : Epoch 1630 | loss: 0.0311735 | val_loss: 0.0311702 | Time: 3124.35 ms [2022-03-09 19:02:32 main:574] : INFO : Epoch 1631 | loss: 0.0311737 | val_loss: 0.0311698 | Time: 2809.4 ms [2022-03-09 19:02:35 main:574] : INFO : Epoch 1632 | loss: 0.0311724 | val_loss: 0.0311818 | Time: 2580.17 ms [2022-03-09 19:02:37 main:574] : INFO : Epoch 1633 | loss: 0.0311753 | val_loss: 0.0311678 | Time: 2665.59 ms [2022-03-09 19:02:40 main:574] : INFO : Epoch 1634 | loss: 0.0311725 | val_loss: 0.03117 | Time: 2969.71 ms [2022-03-09 19:02:43 main:574] : INFO : Epoch 1635 | loss: 0.0311716 | val_loss: 0.0311684 | Time: 2251.74 ms [2022-03-09 19:02:45 main:574] : INFO : Epoch 1636 | loss: 0.031172 | val_loss: 0.0311684 | Time: 2481.17 ms [2022-03-09 19:02:48 main:574] : INFO : Epoch 1637 | loss: 0.0311727 | val_loss: 0.0311676 | Time: 2671.03 ms [2022-03-09 19:02:51 main:574] : INFO : Epoch 1638 | loss: 0.0311722 | val_loss: 0.0311678 | Time: 2857.52 ms [2022-03-09 19:02:54 main:574] : INFO : Epoch 1639 | loss: 0.0311731 | val_loss: 0.0311712 | Time: 3382.84 ms [2022-03-09 19:02:57 main:574] : INFO : Epoch 1640 | loss: 0.0311719 | val_loss: 0.0311682 | Time: 2517.67 ms [2022-03-09 19:03:00 main:574] : INFO : Epoch 1641 | loss: 0.0311707 | val_loss: 0.0311676 | Time: 2705.99 ms [2022-03-09 19:03:03 main:574] : INFO : Epoch 1642 | loss: 0.0311701 | val_loss: 0.0311676 | Time: 2975.8 ms [2022-03-09 19:03:06 main:574] : INFO : Epoch 1643 | loss: 0.0311721 | val_loss: 0.0311676 | Time: 2894.07 ms [2022-03-09 19:03:08 main:574] : INFO : Epoch 1644 | loss: 0.031171 | val_loss: 0.0311697 | Time: 2643.64 ms [2022-03-09 19:03:12 main:574] : INFO : Epoch 1645 | loss: 0.0311709 | val_loss: 0.0311701 | Time: 3221.87 ms [2022-03-09 19:03:15 main:574] : INFO : Epoch 1646 | loss: 0.031172 | val_loss: 0.0311704 | Time: 3220.64 ms [2022-03-09 19:03:18 main:574] : INFO : Epoch 1647 | loss: 0.0311713 | val_loss: 0.0311677 | Time: 3156.08 ms [2022-03-09 19:03:21 main:574] : INFO : Epoch 1648 | loss: 0.0311715 | val_loss: 0.0311678 | Time: 2799.18 ms [2022-03-09 19:03:24 main:574] : INFO : Epoch 1649 | loss: 0.0311713 | val_loss: 0.0311701 | Time: 2800.7 ms [2022-03-09 19:03:26 main:574] : INFO : Epoch 1650 | loss: 0.0311711 | val_loss: 0.031168 | Time: 2449.1 ms [2022-03-09 19:03:29 main:574] : INFO : Epoch 1651 | loss: 0.0311706 | val_loss: 0.0311677 | Time: 2834.84 ms [2022-03-09 19:03:32 main:574] : INFO : Epoch 1652 | loss: 0.0311716 | val_loss: 0.031171 | Time: 2637.02 ms [2022-03-09 19:03:35 main:574] : INFO : Epoch 1653 | loss: 0.031172 | val_loss: 0.0311676 | Time: 2994.49 ms [2022-03-09 19:03:38 main:574] : INFO : Epoch 1654 | loss: 0.0311707 | val_loss: 0.0311682 | Time: 3489.22 ms [2022-03-09 19:03:42 main:574] : INFO : Epoch 1655 | loss: 0.031172 | val_loss: 0.0311749 | Time: 3845.69 ms [2022-03-09 19:03:45 main:574] : INFO : Epoch 1656 | loss: 0.0311711 | val_loss: 0.0311695 | Time: 2988.15 ms [2022-03-09 19:03:48 main:574] : INFO : Epoch 1657 | loss: 0.0311755 | val_loss: 0.0311689 | Time: 2907.08 ms [2022-03-09 19:03:51 main:574] : INFO : Epoch 1658 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 2830.14 ms [2022-03-09 19:03:54 main:574] : INFO : Epoch 1659 | loss: 0.0311721 | val_loss: 0.0311675 | Time: 2466.17 ms [2022-03-09 19:03:56 main:574] : INFO : Epoch 1660 | loss: 0.0311707 | val_loss: 0.0311697 | Time: 2753.4 ms [2022-03-09 19:03:59 main:574] : INFO : Epoch 1661 | loss: 0.0311753 | val_loss: 0.0311734 | Time: 2663.23 ms [2022-03-09 19:04:02 main:574] : INFO : Epoch 1662 | loss: 0.031172 | val_loss: 0.0311693 | Time: 2617.21 ms [2022-03-09 19:04:04 main:574] : INFO : Epoch 1663 | loss: 0.0311719 | val_loss: 0.0311721 | Time: 2580.98 ms [2022-03-09 19:04:07 main:574] : INFO : Epoch 1664 | loss: 0.031178 | val_loss: 0.0311687 | Time: 2318.43 ms [2022-03-09 19:04:10 main:574] : INFO : Epoch 1665 | loss: 0.0311735 | val_loss: 0.0311701 | Time: 3107.19 ms [2022-03-09 19:04:13 main:574] : INFO : Epoch 1666 | loss: 0.0311718 | val_loss: 0.031172 | Time: 2605.27 ms [2022-03-09 19:04:16 main:574] : INFO : Epoch 1667 | loss: 0.0311722 | val_loss: 0.0311692 | Time: 3340.43 ms [2022-03-09 19:04:19 main:574] : INFO : Epoch 1668 | loss: 0.0311717 | val_loss: 0.031169 | Time: 3114.65 ms [2022-03-09 19:04:22 main:574] : INFO : Epoch 1669 | loss: 0.0311722 | val_loss: 0.0311691 | Time: 3334.1 ms [2022-03-09 19:04:25 main:574] : INFO : Epoch 1670 | loss: 0.0311712 | val_loss: 0.0311726 | Time: 2793.91 ms [2022-03-09 19:04:28 main:574] : INFO : Epoch 1671 | loss: 0.0311725 | val_loss: 0.0311704 | Time: 2980.78 ms [2022-03-09 19:04:31 main:574] : INFO : Epoch 1672 | loss: 0.0311706 | val_loss: 0.0311683 | Time: 2756.78 ms [2022-03-09 19:04:34 main:574] : INFO : Epoch 1673 | loss: 0.0311719 | val_loss: 0.0311781 | Time: 3289.42 ms [2022-03-09 19:04:38 main:574] : INFO : Epoch 1674 | loss: 0.0311738 | val_loss: 0.0311683 | Time: 3770.27 ms [2022-03-09 19:04:41 main:574] : INFO : Epoch 1675 | loss: 0.0311701 | val_loss: 0.0311675 | Time: 2471.23 ms [2022-03-09 19:04:44 main:574] : INFO : Epoch 1676 | loss: 0.0311725 | val_loss: 0.0311696 | Time: 2767.42 ms [2022-03-09 19:04:47 main:574] : INFO : Epoch 1677 | loss: 0.0311702 | val_loss: 0.0311688 | Time: 3064.33 ms [2022-03-09 19:04:50 main:574] : INFO : Epoch 1678 | loss: 0.0311708 | val_loss: 0.0311687 | Time: 3023.72 ms [2022-03-09 19:04:53 main:574] : INFO : Epoch 1679 | loss: 0.0311702 | val_loss: 0.0311694 | Time: 3102.77 ms [2022-03-09 19:04:55 main:574] : INFO : Epoch 1680 | loss: 0.0311717 | val_loss: 0.0311682 | Time: 2415.5 ms [2022-03-09 19:04:59 main:574] : INFO : Epoch 1681 | loss: 0.0311701 | val_loss: 0.0311693 | Time: 3236.43 ms [2022-03-09 19:05:01 main:574] : INFO : Epoch 1682 | loss: 0.0311709 | val_loss: 0.0311676 | Time: 2380.15 ms [2022-03-09 19:05:03 main:574] : INFO : Epoch 1683 | loss: 0.0311761 | val_loss: 0.0311732 | Time: 2296.11 ms [2022-03-09 19:05:06 main:574] : INFO : Epoch 1684 | loss: 0.0311743 | val_loss: 0.0311745 | Time: 2414.07 ms [2022-03-09 19:05:08 main:574] : INFO : Epoch 1685 | loss: 0.0311721 | val_loss: 0.0311701 | Time: 2420.65 ms [2022-03-09 19:05:11 main:574] : INFO : Epoch 1686 | loss: 0.0311704 | val_loss: 0.0311682 | Time: 2266.26 ms [2022-03-09 19:05:13 main:574] : INFO : Epoch 1687 | loss: 0.0311704 | val_loss: 0.0311679 | Time: 2242.72 ms [2022-03-09 19:05:15 main:574] : INFO : Epoch 1688 | loss: 0.0311706 | val_loss: 0.0311683 | Time: 2375.84 ms [2022-03-09 19:05:18 main:574] : INFO : Epoch 1689 | loss: 0.0311716 | val_loss: 0.0311684 | Time: 2588.4 ms [2022-03-09 19:05:21 main:574] : INFO : Epoch 1690 | loss: 0.0311706 | val_loss: 0.0311683 | Time: 2760.24 ms [2022-03-09 19:05:24 main:574] : INFO : Epoch 1691 | loss: 0.0311713 | val_loss: 0.031168 | Time: 3218.06 ms [2022-03-09 19:05:27 main:574] : INFO : Epoch 1692 | loss: 0.0311701 | val_loss: 0.0311683 | Time: 2945.07 ms [2022-03-09 19:05:30 main:574] : INFO : Epoch 1693 | loss: 0.031173 | val_loss: 0.0311687 | Time: 3376.97 ms [2022-03-09 19:05:33 main:574] : INFO : Epoch 1694 | loss: 0.0311716 | val_loss: 0.0311704 | Time: 2459.8 ms [2022-03-09 19:05:36 main:574] : INFO : Epoch 1695 | loss: 0.0311716 | val_loss: 0.0311691 | Time: 2653.34 ms [2022-03-09 19:05:38 main:574] : INFO : Epoch 1696 | loss: 0.0311723 | val_loss: 0.0311682 | Time: 2251.01 ms [2022-03-09 19:05:40 main:574] : INFO : Epoch 1697 | loss: 0.0311718 | val_loss: 0.0311682 | Time: 2393.96 ms [2022-03-09 19:05:43 main:574] : INFO : Epoch 1698 | loss: 0.0311711 | val_loss: 0.0311713 | Time: 2310.52 ms [2022-03-09 19:05:45 main:574] : INFO : Epoch 1699 | loss: 0.0311713 | val_loss: 0.0311679 | Time: 2310.98 ms [2022-03-09 19:05:48 main:574] : INFO : Epoch 1700 | loss: 0.0311712 | val_loss: 0.0311679 | Time: 2506.45 ms [2022-03-09 19:05:51 main:574] : INFO : Epoch 1701 | loss: 0.0311709 | val_loss: 0.0311721 | Time: 3004.01 ms [2022-03-09 19:05:53 main:574] : INFO : Epoch 1702 | loss: 0.0311778 | val_loss: 0.0311796 | Time: 2716.1 ms [2022-03-09 19:05:57 main:574] : INFO : Epoch 1703 | loss: 0.0311779 | val_loss: 0.0311695 | Time: 3129.56 ms [2022-03-09 19:06:00 main:574] : INFO : Epoch 1704 | loss: 0.0311733 | val_loss: 0.0311701 | Time: 3499.03 ms [2022-03-09 19:06:03 main:574] : INFO : Epoch 1705 | loss: 0.0311739 | val_loss: 0.0311764 | Time: 2582.43 ms [2022-03-09 19:06:05 main:574] : INFO : Epoch 1706 | loss: 0.0311732 | val_loss: 0.0311696 | Time: 2608.36 ms [2022-03-09 19:06:08 main:574] : INFO : Epoch 1707 | loss: 0.0311718 | val_loss: 0.0311712 | Time: 2646.13 ms [2022-03-09 19:06:11 main:574] : INFO : Epoch 1708 | loss: 0.0311735 | val_loss: 0.0311682 | Time: 2824.73 ms [2022-03-09 19:06:14 main:574] : INFO : Epoch 1709 | loss: 0.0311757 | val_loss: 0.0311709 | Time: 2821.18 ms [2022-03-09 19:06:16 main:574] : INFO : Epoch 1710 | loss: 0.031175 | val_loss: 0.0311743 | Time: 2442.67 ms [2022-03-09 19:06:19 main:574] : INFO : Epoch 1711 | loss: 0.0311715 | val_loss: 0.031171 | Time: 2364.28 ms [2022-03-09 19:06:21 main:574] : INFO : Epoch 1712 | loss: 0.0311737 | val_loss: 0.0311785 | Time: 2571.26 ms [2022-03-09 19:06:24 main:574] : INFO : Epoch 1713 | loss: 0.0311714 | val_loss: 0.0311685 | Time: 2315.44 ms [2022-03-09 19:06:26 main:574] : INFO : Epoch 1714 | loss: 0.03117 | val_loss: 0.03117 | Time: 2681.1 ms [2022-03-09 19:06:29 main:574] : INFO : Epoch 1715 | loss: 0.0311728 | val_loss: 0.0311743 | Time: 2324.03 ms [2022-03-09 19:06:31 main:574] : INFO : Epoch 1716 | loss: 0.0311749 | val_loss: 0.0311688 | Time: 2378.37 ms [2022-03-09 19:06:34 main:574] : INFO : Epoch 1717 | loss: 0.0311722 | val_loss: 0.0311694 | Time: 2413.97 ms [2022-03-09 19:06:37 main:574] : INFO : Epoch 1718 | loss: 0.0311724 | val_loss: 0.0311737 | Time: 3071.57 ms [2022-03-09 19:06:39 main:574] : INFO : Epoch 1719 | loss: 0.0311762 | val_loss: 0.0311792 | Time: 2533.95 ms [2022-03-09 19:06:42 main:574] : INFO : Epoch 1720 | loss: 0.031176 | val_loss: 0.0311709 | Time: 2450.92 ms [2022-03-09 19:06:44 main:574] : INFO : Epoch 1721 | loss: 0.0311738 | val_loss: 0.0311737 | Time: 2357.04 ms [2022-03-09 19:06:47 main:574] : INFO : Epoch 1722 | loss: 0.0311753 | val_loss: 0.0311744 | Time: 2467.44 ms [2022-03-09 19:06:49 main:574] : INFO : Epoch 1723 | loss: 0.0311745 | val_loss: 0.0311734 | Time: 2340.04 ms [2022-03-09 19:06:52 main:574] : INFO : Epoch 1724 | loss: 0.031176 | val_loss: 0.0311706 | Time: 2567.75 ms [2022-03-09 19:06:54 main:574] : INFO : Epoch 1725 | loss: 0.0311737 | val_loss: 0.0311684 | Time: 2454.48 ms [2022-03-09 19:06:57 main:574] : INFO : Epoch 1726 | loss: 0.0311756 | val_loss: 0.0311769 | Time: 2788.06 ms [2022-03-09 19:07:00 main:574] : INFO : Epoch 1727 | loss: 0.0311758 | val_loss: 0.0311706 | Time: 3051.97 ms [2022-03-09 19:07:03 main:574] : INFO : Epoch 1728 | loss: 0.0311732 | val_loss: 0.0311703 | Time: 3287.72 ms [2022-03-09 19:07:07 main:574] : INFO : Epoch 1729 | loss: 0.0311723 | val_loss: 0.0311734 | Time: 3406.3 ms [2022-03-09 19:07:10 main:574] : INFO : Epoch 1730 | loss: 0.0311743 | val_loss: 0.0311771 | Time: 3308.69 ms [2022-03-09 19:07:13 main:574] : INFO : Epoch 1731 | loss: 0.0311751 | val_loss: 0.0311745 | Time: 2647.83 ms [2022-03-09 19:07:16 main:574] : INFO : Epoch 1732 | loss: 0.0311738 | val_loss: 0.0311679 | Time: 2978.57 ms [2022-03-09 19:07:19 main:574] : INFO : Epoch 1733 | loss: 0.0311723 | val_loss: 0.031171 | Time: 3064.63 ms [2022-03-09 19:07:22 main:574] : INFO : Epoch 1734 | loss: 0.0311713 | val_loss: 0.0311681 | Time: 2931.64 ms [2022-03-09 19:07:25 main:574] : INFO : Epoch 1735 | loss: 0.0311711 | val_loss: 0.0311682 | Time: 2916.14 ms [2022-03-09 19:07:28 main:574] : INFO : Epoch 1736 | loss: 0.0311725 | val_loss: 0.031171 | Time: 2975.34 ms [2022-03-09 19:07:30 main:574] : INFO : Epoch 1737 | loss: 0.0311703 | val_loss: 0.0311683 | Time: 2467.24 ms [2022-03-09 19:07:33 main:574] : INFO : Epoch 1738 | loss: 0.031173 | val_loss: 0.0311702 | Time: 2601.08 ms [2022-03-09 19:07:36 main:574] : INFO : Epoch 1739 | loss: 0.0311747 | val_loss: 0.0311802 | Time: 3098.63 ms [2022-03-09 19:07:39 main:574] : INFO : Epoch 1740 | loss: 0.0311785 | val_loss: 0.0311742 | Time: 2862.61 ms [2022-03-09 19:07:42 main:574] : INFO : Epoch 1741 | loss: 0.0311726 | val_loss: 0.0311695 | Time: 3049.1 ms [2022-03-09 19:07:45 main:574] : INFO : Epoch 1742 | loss: 0.0311705 | val_loss: 0.0311696 | Time: 2547.79 ms [2022-03-09 19:07:48 main:574] : INFO : Epoch 1743 | loss: 0.0311701 | val_loss: 0.0311693 | Time: 2902.22 ms [2022-03-09 19:07:51 main:574] : INFO : Epoch 1744 | loss: 0.0311702 | val_loss: 0.0311683 | Time: 3274.35 ms [2022-03-09 19:07:54 main:574] : INFO : Epoch 1745 | loss: 0.0311697 | val_loss: 0.0311677 | Time: 2620.14 ms [2022-03-09 19:07:57 main:574] : INFO : Epoch 1746 | loss: 0.0311701 | val_loss: 0.0311702 | Time: 2865.77 ms [2022-03-09 19:07:59 main:574] : INFO : Epoch 1747 | loss: 0.0311704 | val_loss: 0.0311685 | Time: 2223.85 ms [2022-03-09 19:08:01 main:574] : INFO : Epoch 1748 | loss: 0.031171 | val_loss: 0.031169 | Time: 2411.97 ms [2022-03-09 19:08:04 main:574] : INFO : Epoch 1749 | loss: 0.0311702 | val_loss: 0.0311681 | Time: 2201.46 ms [2022-03-09 19:08:06 main:574] : INFO : Epoch 1750 | loss: 0.0311755 | val_loss: 0.031172 | Time: 2244.82 ms [2022-03-09 19:08:08 main:574] : INFO : Epoch 1751 | loss: 0.031174 | val_loss: 0.0311692 | Time: 2433.31 ms [2022-03-09 19:08:11 main:574] : INFO : Epoch 1752 | loss: 0.0311708 | val_loss: 0.0311741 | Time: 2455.93 ms [2022-03-09 19:08:14 main:574] : INFO : Epoch 1753 | loss: 0.0311743 | val_loss: 0.0311691 | Time: 2659.55 ms [2022-03-09 19:08:16 main:574] : INFO : Epoch 1754 | loss: 0.031172 | val_loss: 0.03117 | Time: 2768.14 ms [2022-03-09 19:08:19 main:574] : INFO : Epoch 1755 | loss: 0.0311708 | val_loss: 0.0311693 | Time: 2881.37 ms [2022-03-09 19:08:22 main:574] : INFO : Epoch 1756 | loss: 0.0311701 | val_loss: 0.0311697 | Time: 2704.78 ms [2022-03-09 19:08:25 main:574] : INFO : Epoch 1757 | loss: 0.0311718 | val_loss: 0.0311715 | Time: 2378.96 ms [2022-03-09 19:08:27 main:574] : INFO : Epoch 1758 | loss: 0.0311788 | val_loss: 0.0311726 | Time: 2883.9 ms [2022-03-09 19:08:30 main:574] : INFO : Epoch 1759 | loss: 0.0311747 | val_loss: 0.0311743 | Time: 2594.61 ms [2022-03-09 19:08:33 main:574] : INFO : Epoch 1760 | loss: 0.0311737 | val_loss: 0.0311703 | Time: 2768.74 ms [2022-03-09 19:08:36 main:574] : INFO : Epoch 1761 | loss: 0.0311724 | val_loss: 0.0311706 | Time: 3058.36 ms [2022-03-09 19:08:39 main:574] : INFO : Epoch 1762 | loss: 0.0311774 | val_loss: 0.0311736 | Time: 3054.3 ms [2022-03-09 19:08:42 main:574] : INFO : Epoch 1763 | loss: 0.0311737 | val_loss: 0.03117 | Time: 3202.17 ms [2022-03-09 19:08:45 main:574] : INFO : Epoch 1764 | loss: 0.0311745 | val_loss: 0.0311728 | Time: 3011.47 ms [2022-03-09 19:08:48 main:574] : INFO : Epoch 1765 | loss: 0.0311722 | val_loss: 0.0311696 | Time: 2759.46 ms [2022-03-09 19:08:51 main:574] : INFO : Epoch 1766 | loss: 0.031171 | val_loss: 0.0311689 | Time: 2765.63 ms [2022-03-09 19:08:54 main:574] : INFO : Epoch 1767 | loss: 0.0311732 | val_loss: 0.0311746 | Time: 3217.38 ms [2022-03-09 19:08:57 main:574] : INFO : Epoch 1768 | loss: 0.0311736 | val_loss: 0.0311696 | Time: 2514.61 ms [2022-03-09 19:08:59 main:574] : INFO : Epoch 1769 | loss: 0.0311724 | val_loss: 0.0311689 | Time: 2365.65 ms [2022-03-09 19:09:02 main:574] : INFO : Epoch 1770 | loss: 0.0311699 | val_loss: 0.0311681 | Time: 2720.2 ms [2022-03-09 19:09:04 main:574] : INFO : Epoch 1771 | loss: 0.0311709 | val_loss: 0.0311707 | Time: 2438.31 ms [2022-03-09 19:09:07 main:574] : INFO : Epoch 1772 | loss: 0.0311741 | val_loss: 0.0311697 | Time: 2257.58 ms [2022-03-09 19:09:09 main:574] : INFO : Epoch 1773 | loss: 0.0311799 | val_loss: 0.0311725 | Time: 2274.3 ms [2022-03-09 19:09:11 main:574] : INFO : Epoch 1774 | loss: 0.0311728 | val_loss: 0.0311771 | Time: 2479.34 ms [2022-03-09 19:09:14 main:574] : INFO : Epoch 1775 | loss: 0.0311732 | val_loss: 0.0311678 | Time: 2369.95 ms [2022-03-09 19:09:18 main:574] : INFO : Epoch 1776 | loss: 0.03117 | val_loss: 0.0311724 | Time: 3584.84 ms [2022-03-09 19:09:20 main:574] : INFO : Epoch 1777 | loss: 0.0311735 | val_loss: 0.0311679 | Time: 2616.25 ms [2022-03-09 19:09:23 main:574] : INFO : Epoch 1778 | loss: 0.0311762 | val_loss: 0.0311854 | Time: 2351.93 ms [2022-03-09 19:09:25 main:574] : INFO : Epoch 1779 | loss: 0.0311756 | val_loss: 0.0311686 | Time: 2751.61 ms [2022-03-09 19:09:28 main:574] : INFO : Epoch 1780 | loss: 0.0311717 | val_loss: 0.0311687 | Time: 2292.43 ms [2022-03-09 19:09:31 main:574] : INFO : Epoch 1781 | loss: 0.0311744 | val_loss: 0.0311718 | Time: 3152.98 ms [2022-03-09 19:09:34 main:574] : INFO : Epoch 1782 | loss: 0.0311716 | val_loss: 0.0311732 | Time: 2564.19 ms [2022-03-09 19:09:36 main:574] : INFO : Epoch 1783 | loss: 0.0311704 | val_loss: 0.0311713 | Time: 2737.7 ms [2022-03-09 19:09:39 main:574] : INFO : Epoch 1784 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 2517.74 ms [2022-03-09 19:09:42 main:574] : INFO : Epoch 1785 | loss: 0.031175 | val_loss: 0.0311796 | Time: 2693.21 ms [2022-03-09 19:09:44 main:574] : INFO : Epoch 1786 | loss: 0.0311727 | val_loss: 0.031168 | Time: 2688.92 ms [2022-03-09 19:09:47 main:574] : INFO : Epoch 1787 | loss: 0.031171 | val_loss: 0.0311684 | Time: 3031.02 ms [2022-03-09 19:09:50 main:574] : INFO : Epoch 1788 | loss: 0.031173 | val_loss: 0.031169 | Time: 2830.41 ms [2022-03-09 19:09:53 main:574] : INFO : Epoch 1789 | loss: 0.0311748 | val_loss: 0.0311704 | Time: 2530.07 ms [2022-03-09 19:09:55 main:574] : INFO : Epoch 1790 | loss: 0.0311735 | val_loss: 0.0311725 | Time: 2430.46 ms [2022-03-09 19:09:58 main:574] : INFO : Epoch 1791 | loss: 0.0311712 | val_loss: 0.0311684 | Time: 2321.92 ms [2022-03-09 19:10:00 main:574] : INFO : Epoch 1792 | loss: 0.0311709 | val_loss: 0.0311682 | Time: 2380.83 ms [2022-03-09 19:10:03 main:574] : INFO : Epoch 1793 | loss: 0.0311717 | val_loss: 0.0311694 | Time: 2564.41 ms [2022-03-09 19:10:06 main:574] : INFO : Epoch 1794 | loss: 0.031171 | val_loss: 0.031169 | Time: 3229.53 ms [2022-03-09 19:10:09 main:574] : INFO : Epoch 1795 | loss: 0.0311696 | val_loss: 0.0311676 | Time: 3275.84 ms [2022-03-09 19:10:12 main:574] : INFO : Epoch 1796 | loss: 0.0311698 | val_loss: 0.0311683 | Time: 3166.05 ms [2022-03-09 19:10:15 main:574] : INFO : Epoch 1797 | loss: 0.0311743 | val_loss: 0.0311912 | Time: 2895.47 ms [2022-03-09 19:10:19 main:574] : INFO : Epoch 1798 | loss: 0.0311729 | val_loss: 0.0311682 | Time: 3351.28 ms [2022-03-09 19:10:22 main:574] : INFO : Epoch 1799 | loss: 0.0311702 | val_loss: 0.0311691 | Time: 3372.16 ms [2022-03-09 19:10:25 main:574] : INFO : Epoch 1800 | loss: 0.0311698 | val_loss: 0.0311696 | Time: 3029.56 ms [2022-03-09 19:10:28 main:574] : INFO : Epoch 1801 | loss: 0.031173 | val_loss: 0.0311775 | Time: 2728.79 ms [2022-03-09 19:10:32 main:574] : INFO : Epoch 1802 | loss: 0.0311745 | val_loss: 0.0311702 | Time: 3786.56 ms [2022-03-09 19:10:35 main:574] : INFO : Epoch 1803 | loss: 0.031171 | val_loss: 0.031169 | Time: 3143.59 ms [2022-03-09 19:10:38 main:574] : INFO : Epoch 1804 | loss: 0.0311711 | val_loss: 0.0311689 | Time: 2843.62 ms [2022-03-09 19:10:41 main:574] : INFO : Epoch 1805 | loss: 0.0311711 | val_loss: 0.0311688 | Time: 2596.54 ms [2022-03-09 19:10:43 main:574] : INFO : Epoch 1806 | loss: 0.0311703 | val_loss: 0.0311684 | Time: 2293.4 ms [2022-03-09 19:10:45 main:574] : INFO : Epoch 1807 | loss: 0.03117 | val_loss: 0.031177 | Time: 2457.17 ms [2022-03-09 19:10:48 main:574] : INFO : Epoch 1808 | loss: 0.0311705 | val_loss: 0.0311676 | Time: 2269.56 ms [2022-03-09 19:10:50 main:574] : INFO : Epoch 1809 | loss: 0.0311701 | val_loss: 0.0311688 | Time: 2367.3 ms [2022-03-09 19:10:52 main:574] : INFO : Epoch 1810 | loss: 0.0311705 | val_loss: 0.0311687 | Time: 2397.59 ms [2022-03-09 19:10:56 main:574] : INFO : Epoch 1811 | loss: 0.0311696 | val_loss: 0.0311736 | Time: 3161.14 ms [2022-03-09 19:10:58 main:574] : INFO : Epoch 1812 | loss: 0.0311718 | val_loss: 0.0311693 | Time: 2764.51 ms [2022-03-09 19:11:01 main:574] : INFO : Epoch 1813 | loss: 0.0311705 | val_loss: 0.0311698 | Time: 2569.71 ms [2022-03-09 19:11:04 main:574] : INFO : Epoch 1814 | loss: 0.0311727 | val_loss: 0.031177 | Time: 2469.43 ms [2022-03-09 19:11:06 main:574] : INFO : Epoch 1815 | loss: 0.0311749 | val_loss: 0.0311701 | Time: 2529.79 ms [2022-03-09 19:11:09 main:574] : INFO : Epoch 1816 | loss: 0.0311699 | val_loss: 0.0311683 | Time: 3082.24 ms [2022-03-09 19:11:12 main:574] : INFO : Epoch 1817 | loss: 0.0311713 | val_loss: 0.0311735 | Time: 2830.07 ms [2022-03-09 19:11:15 main:574] : INFO : Epoch 1818 | loss: 0.0311717 | val_loss: 0.0311682 | Time: 2625.35 ms [2022-03-09 19:11:18 main:574] : INFO : Epoch 1819 | loss: 0.0311699 | val_loss: 0.0311679 | Time: 3212.6 ms [2022-03-09 19:11:21 main:574] : INFO : Epoch 1820 | loss: 0.0311718 | val_loss: 0.0311696 | Time: 3131.01 ms [2022-03-09 19:11:25 main:574] : INFO : Epoch 1821 | loss: 0.0311716 | val_loss: 0.0311753 | Time: 3238.86 ms [2022-03-09 19:11:28 main:574] : INFO : Epoch 1822 | loss: 0.0311726 | val_loss: 0.0311741 | Time: 3569.96 ms [2022-03-09 19:11:31 main:574] : INFO : Epoch 1823 | loss: 0.0311733 | val_loss: 0.031171 | Time: 2637.05 ms [2022-03-09 19:11:34 main:574] : INFO : Epoch 1824 | loss: 0.0311705 | val_loss: 0.0311684 | Time: 2909.54 ms [2022-03-09 19:11:37 main:574] : INFO : Epoch 1825 | loss: 0.0311717 | val_loss: 0.0311741 | Time: 3083.54 ms [2022-03-09 19:11:40 main:574] : INFO : Epoch 1826 | loss: 0.0311702 | val_loss: 0.0311698 | Time: 3171.32 ms [2022-03-09 19:11:42 main:574] : INFO : Epoch 1827 | loss: 0.0311701 | val_loss: 0.0311688 | Time: 2266.11 ms [2022-03-09 19:11:45 main:574] : INFO : Epoch 1828 | loss: 0.03117 | val_loss: 0.0311755 | Time: 2645.88 ms [2022-03-09 19:11:47 main:574] : INFO : Epoch 1829 | loss: 0.0311724 | val_loss: 0.0311712 | Time: 2333.82 ms [2022-03-09 19:11:50 main:574] : INFO : Epoch 1830 | loss: 0.03117 | val_loss: 0.0311692 | Time: 2350.04 ms [2022-03-09 19:11:52 main:574] : INFO : Epoch 1831 | loss: 0.0311705 | val_loss: 0.031171 | Time: 2493.55 ms [2022-03-09 19:11:55 main:574] : INFO : Epoch 1832 | loss: 0.0311733 | val_loss: 0.031168 | Time: 2473.29 ms [2022-03-09 19:11:57 main:574] : INFO : Epoch 1833 | loss: 0.0311739 | val_loss: 0.0311736 | Time: 2462.38 ms [2022-03-09 19:12:00 main:574] : INFO : Epoch 1834 | loss: 0.0311707 | val_loss: 0.0311713 | Time: 2440.03 ms [2022-03-09 19:12:02 main:574] : INFO : Epoch 1835 | loss: 0.0311697 | val_loss: 0.031172 | Time: 2449.49 ms [2022-03-09 19:12:05 main:574] : INFO : Epoch 1836 | loss: 0.0311707 | val_loss: 0.031174 | Time: 2804.65 ms [2022-03-09 19:12:08 main:574] : INFO : Epoch 1837 | loss: 0.0311747 | val_loss: 0.0311836 | Time: 2797.98 ms [2022-03-09 19:12:10 main:574] : INFO : Epoch 1838 | loss: 0.0311744 | val_loss: 0.0311726 | Time: 2312.49 ms [2022-03-09 19:12:13 main:574] : INFO : Epoch 1839 | loss: 0.0311705 | val_loss: 0.0311696 | Time: 2465.83 ms [2022-03-09 19:12:15 main:574] : INFO : Epoch 1840 | loss: 0.0311706 | val_loss: 0.0311682 | Time: 2519.04 ms [2022-03-09 19:12:18 main:574] : INFO : Epoch 1841 | loss: 0.0311704 | val_loss: 0.0311678 | Time: 2961.18 ms [2022-03-09 19:12:21 main:574] : INFO : Epoch 1842 | loss: 0.0311691 | val_loss: 0.0311682 | Time: 2560.41 ms [2022-03-09 19:12:23 main:574] : INFO : Epoch 1843 | loss: 0.0311697 | val_loss: 0.0311694 | Time: 2311.2 ms [2022-03-09 19:12:26 main:574] : INFO : Epoch 1844 | loss: 0.0311756 | val_loss: 0.0311718 | Time: 2260.69 ms [2022-03-09 19:12:28 main:574] : INFO : Epoch 1845 | loss: 0.0311776 | val_loss: 0.0311754 | Time: 2270.39 ms [2022-03-09 19:12:30 main:574] : INFO : Epoch 1846 | loss: 0.0311728 | val_loss: 0.0311729 | Time: 2304.14 ms [2022-03-09 19:12:33 main:574] : INFO : Epoch 1847 | loss: 0.031172 | val_loss: 0.0311734 | Time: 2775.84 ms [2022-03-09 19:12:36 main:574] : INFO : Epoch 1848 | loss: 0.0311745 | val_loss: 0.0311737 | Time: 2487.39 ms [2022-03-09 19:12:38 main:574] : INFO : Epoch 1849 | loss: 0.0311762 | val_loss: 0.0311695 | Time: 2587.65 ms [2022-03-09 19:12:41 main:574] : INFO : Epoch 1850 | loss: 0.0311703 | val_loss: 0.0311686 | Time: 2704.17 ms [2022-03-09 19:12:44 main:574] : INFO : Epoch 1851 | loss: 0.0311714 | val_loss: 0.0311694 | Time: 3380.25 ms [2022-03-09 19:12:48 main:574] : INFO : Epoch 1852 | loss: 0.0311747 | val_loss: 0.0311739 | Time: 3269.26 ms [2022-03-09 19:12:50 main:574] : INFO : Epoch 1853 | loss: 0.0311736 | val_loss: 0.0311686 | Time: 2240.6 ms [2022-03-09 19:12:52 main:574] : INFO : Epoch 1854 | loss: 0.0311705 | val_loss: 0.0311677 | Time: 2446.29 ms [2022-03-09 19:12:55 main:574] : INFO : Epoch 1855 | loss: 0.03117 | val_loss: 0.031169 | Time: 2968.24 ms [2022-03-09 19:12:58 main:574] : INFO : Epoch 1856 | loss: 0.0311712 | val_loss: 0.0311687 | Time: 2352.88 ms [2022-03-09 19:13:00 main:574] : INFO : Epoch 1857 | loss: 0.0311699 | val_loss: 0.0311697 | Time: 2586.66 ms [2022-03-09 19:13:04 main:574] : INFO : Epoch 1858 | loss: 0.0311716 | val_loss: 0.0311685 | Time: 3433.19 ms [2022-03-09 19:13:07 main:574] : INFO : Epoch 1859 | loss: 0.0311717 | val_loss: 0.0311701 | Time: 3182.96 ms [2022-03-09 19:13:10 main:574] : INFO : Epoch 1860 | loss: 0.0311713 | val_loss: 0.0311719 | Time: 3163.18 ms [2022-03-09 19:13:13 main:574] : INFO : Epoch 1861 | loss: 0.0311731 | val_loss: 0.0311698 | Time: 2495.49 ms [2022-03-09 19:13:15 main:574] : INFO : Epoch 1862 | loss: 0.0311695 | val_loss: 0.0311685 | Time: 2379.87 ms [2022-03-09 19:13:18 main:574] : INFO : Epoch 1863 | loss: 0.031169 | val_loss: 0.0311684 | Time: 2772.22 ms [2022-03-09 19:13:21 main:574] : INFO : Epoch 1864 | loss: 0.0311692 | val_loss: 0.0311677 | Time: 2424.92 ms [2022-03-09 19:13:24 main:574] : INFO : Epoch 1865 | loss: 0.0311704 | val_loss: 0.0311724 | Time: 3483.53 ms [2022-03-09 19:13:27 main:574] : INFO : Epoch 1866 | loss: 0.0311717 | val_loss: 0.0311751 | Time: 2831.37 ms [2022-03-09 19:13:30 main:574] : INFO : Epoch 1867 | loss: 0.0311717 | val_loss: 0.0311702 | Time: 2960.16 ms [2022-03-09 19:13:32 main:574] : INFO : Epoch 1868 | loss: 0.0311717 | val_loss: 0.0311705 | Time: 2337.68 ms [2022-03-09 19:13:35 main:574] : INFO : Epoch 1869 | loss: 0.0311711 | val_loss: 0.0311736 | Time: 2469.77 ms [2022-03-09 19:13:37 main:574] : INFO : Epoch 1870 | loss: 0.0311707 | val_loss: 0.0311747 | Time: 2244.75 ms [2022-03-09 19:13:40 main:574] : INFO : Epoch 1871 | loss: 0.0311725 | val_loss: 0.031169 | Time: 2925.39 ms [2022-03-09 19:13:43 main:574] : INFO : Epoch 1872 | loss: 0.0311716 | val_loss: 0.0311711 | Time: 2920.86 ms [2022-03-09 19:13:46 main:574] : INFO : Epoch 1873 | loss: 0.0311702 | val_loss: 0.0311709 | Time: 2549.9 ms [2022-03-09 19:13:49 main:574] : INFO : Epoch 1874 | loss: 0.0311749 | val_loss: 0.0311743 | Time: 3151.09 ms [2022-03-09 19:13:52 main:574] : INFO : Epoch 1875 | loss: 0.0311708 | val_loss: 0.0311698 | Time: 2668.39 ms [2022-03-09 19:13:54 main:574] : INFO : Epoch 1876 | loss: 0.0311727 | val_loss: 0.0311694 | Time: 2449.46 ms [2022-03-09 19:13:57 main:574] : INFO : Epoch 1877 | loss: 0.0311766 | val_loss: 0.0311692 | Time: 2621.62 ms [2022-03-09 19:13:59 main:574] : INFO : Epoch 1878 | loss: 0.031174 | val_loss: 0.0311714 | Time: 2336.93 ms [2022-03-09 19:14:02 main:574] : INFO : Epoch 1879 | loss: 0.0311713 | val_loss: 0.0311683 | Time: 2726.32 ms [2022-03-09 19:14:05 main:574] : INFO : Epoch 1880 | loss: 0.0311722 | val_loss: 0.0311692 | Time: 3016.69 ms [2022-03-09 19:14:08 main:574] : INFO : Epoch 1881 | loss: 0.0311694 | val_loss: 0.0311685 | Time: 2811.03 ms [2022-03-09 19:14:11 main:574] : INFO : Epoch 1882 | loss: 0.0311703 | val_loss: 0.0311725 | Time: 2851.44 ms [2022-03-09 19:14:14 main:574] : INFO : Epoch 1883 | loss: 0.031174 | val_loss: 0.0311816 | Time: 2704.19 ms [2022-03-09 19:14:16 main:574] : INFO : Epoch 1884 | loss: 0.0311735 | val_loss: 0.0311734 | Time: 2890.75 ms [2022-03-09 19:14:19 main:574] : INFO : Epoch 1885 | loss: 0.0311717 | val_loss: 0.0311704 | Time: 2713.39 ms [2022-03-09 19:14:22 main:574] : INFO : Epoch 1886 | loss: 0.0311735 | val_loss: 0.0311679 | Time: 2574.14 ms [2022-03-09 19:14:25 main:574] : INFO : Epoch 1887 | loss: 0.0311739 | val_loss: 0.0311699 | Time: 2771.96 ms [2022-03-09 19:14:28 main:574] : INFO : Epoch 1888 | loss: 0.0311701 | val_loss: 0.0311695 | Time: 3253.09 ms [2022-03-09 19:14:31 main:574] : INFO : Epoch 1889 | loss: 0.0311727 | val_loss: 0.0311753 | Time: 3193.48 ms [2022-03-09 19:14:34 main:574] : INFO : Epoch 1890 | loss: 0.0311769 | val_loss: 0.0311794 | Time: 2936 ms [2022-03-09 19:14:37 main:574] : INFO : Epoch 1891 | loss: 0.0311735 | val_loss: 0.0311689 | Time: 2976.2 ms [2022-03-09 19:14:40 main:574] : INFO : Epoch 1892 | loss: 0.0311699 | val_loss: 0.0311689 | Time: 3003.01 ms [2022-03-09 19:14:43 main:574] : INFO : Epoch 1893 | loss: 0.0311707 | val_loss: 0.0311678 | Time: 2613.16 ms [2022-03-09 19:14:46 main:574] : INFO : Epoch 1894 | loss: 0.0311724 | val_loss: 0.0311727 | Time: 2728.44 ms [2022-03-09 19:14:49 main:574] : INFO : Epoch 1895 | loss: 0.0311715 | val_loss: 0.0311683 | Time: 3072.47 ms [2022-03-09 19:14:52 main:574] : INFO : Epoch 1896 | loss: 0.0311699 | val_loss: 0.0311686 | Time: 3075.25 ms [2022-03-09 19:14:55 main:574] : INFO : Epoch 1897 | loss: 0.0311703 | val_loss: 0.0311681 | Time: 2792.53 ms [2022-03-09 19:14:58 main:574] : INFO : Epoch 1898 | loss: 0.0311712 | val_loss: 0.0311687 | Time: 2826.51 ms [2022-03-09 19:15:01 main:574] : INFO : Epoch 1899 | loss: 0.0311704 | val_loss: 0.0311683 | Time: 3586.18 ms [2022-03-09 19:15:04 main:574] : INFO : Epoch 1900 | loss: 0.0311695 | val_loss: 0.0311706 | Time: 3206.69 ms [2022-03-09 19:15:07 main:574] : INFO : Epoch 1901 | loss: 0.0311708 | val_loss: 0.0311691 | Time: 2631.17 ms [2022-03-09 19:15:10 main:574] : INFO : Epoch 1902 | loss: 0.0311705 | val_loss: 0.0311731 | Time: 2997 ms [2022-03-09 19:15:13 main:574] : INFO : Epoch 1903 | loss: 0.0311743 | val_loss: 0.0311743 | Time: 2866.31 ms [2022-03-09 19:15:16 main:574] : INFO : Epoch 1904 | loss: 0.0311717 | val_loss: 0.0311688 | Time: 2704.06 ms [2022-03-09 19:15:19 main:574] : INFO : Epoch 1905 | loss: 0.03117 | val_loss: 0.0311686 | Time: 2828.32 ms [2022-03-09 19:15:21 main:574] : INFO : Epoch 1906 | loss: 0.0311719 | val_loss: 0.0311719 | Time: 2823.04 ms [2022-03-09 19:15:25 main:574] : INFO : Epoch 1907 | loss: 0.0311726 | val_loss: 0.0311701 | Time: 2982.61 ms [2022-03-09 19:15:28 main:574] : INFO : Epoch 1908 | loss: 0.0311755 | val_loss: 0.0311691 | Time: 3086.15 ms [2022-03-09 19:15:31 main:574] : INFO : Epoch 1909 | loss: 0.0311702 | val_loss: 0.0311686 | Time: 3255.63 ms [2022-03-09 19:15:34 main:574] : INFO : Epoch 1910 | loss: 0.0311721 | val_loss: 0.0311715 | Time: 2594.3 ms [2022-03-09 19:15:37 main:574] : INFO : Epoch 1911 | loss: 0.0311778 | val_loss: 0.031173 | Time: 3380.93 ms [2022-03-09 19:15:40 main:574] : INFO : Epoch 1912 | loss: 0.0311749 | val_loss: 0.0311703 | Time: 2535.34 ms [2022-03-09 19:15:42 main:574] : INFO : Epoch 1913 | loss: 0.0311716 | val_loss: 0.0311695 | Time: 2592.75 ms [2022-03-09 19:15:45 main:574] : INFO : Epoch 1914 | loss: 0.0311703 | val_loss: 0.0311676 | Time: 2913.87 ms [2022-03-09 19:15:47 main:574] : INFO : Epoch 1915 | loss: 0.0311689 | val_loss: 0.0311686 | Time: 2252.24 ms [2022-03-09 19:15:50 main:574] : INFO : Epoch 1916 | loss: 0.0311698 | val_loss: 0.0311696 | Time: 2915.03 ms [2022-03-09 19:15:54 main:574] : INFO : Epoch 1917 | loss: 0.0311692 | val_loss: 0.031168 | Time: 3311.26 ms [2022-03-09 19:15:56 main:574] : INFO : Epoch 1918 | loss: 0.0311693 | val_loss: 0.0311692 | Time: 2755.73 ms [2022-03-09 19:16:00 main:574] : INFO : Epoch 1919 | loss: 0.0311703 | val_loss: 0.0311761 | Time: 3127.77 ms [2022-03-09 19:16:03 main:574] : INFO : Epoch 1920 | loss: 0.0311734 | val_loss: 0.03117 | Time: 3123.92 ms [2022-03-09 19:16:05 main:574] : INFO : Epoch 1921 | loss: 0.0311738 | val_loss: 0.0311702 | Time: 2615.66 ms [2022-03-09 19:16:08 main:574] : INFO : Epoch 1922 | loss: 0.0311721 | val_loss: 0.0311748 | Time: 2782.93 ms [2022-03-09 19:16:11 main:574] : INFO : Epoch 1923 | loss: 0.0311735 | val_loss: 0.0311692 | Time: 2525.05 ms [2022-03-09 19:16:14 main:574] : INFO : Epoch 1924 | loss: 0.0311718 | val_loss: 0.031171 | Time: 2675.63 ms [2022-03-09 19:16:16 main:574] : INFO : Epoch 1925 | loss: 0.0311739 | val_loss: 0.0311716 | Time: 2809.97 ms [2022-03-09 19:16:20 main:574] : INFO : Epoch 1926 | loss: 0.0311752 | val_loss: 0.0311727 | Time: 3633.25 ms [2022-03-09 19:16:22 main:574] : INFO : Epoch 1927 | loss: 0.031171 | val_loss: 0.0311696 | Time: 2368.84 ms [2022-03-09 19:16:25 main:574] : INFO : Epoch 1928 | loss: 0.0311722 | val_loss: 0.0311697 | Time: 2372.35 ms [2022-03-09 19:16:27 main:574] : INFO : Epoch 1929 | loss: 0.031171 | val_loss: 0.031169 | Time: 2561.1 ms [2022-03-09 19:16:30 main:574] : INFO : Epoch 1930 | loss: 0.0311743 | val_loss: 0.0311755 | Time: 2681.12 ms [2022-03-09 19:16:33 main:574] : INFO : Epoch 1931 | loss: 0.0311746 | val_loss: 0.0311714 | Time: 2553.99 ms [2022-03-09 19:16:36 main:574] : INFO : Epoch 1932 | loss: 0.0311706 | val_loss: 0.0311747 | Time: 2717.9 ms [2022-03-09 19:16:39 main:574] : INFO : Epoch 1933 | loss: 0.0311736 | val_loss: 0.0311779 | Time: 3272.45 ms [2022-03-09 19:16:42 main:574] : INFO : Epoch 1934 | loss: 0.0311716 | val_loss: 0.0311699 | Time: 2872.78 ms [2022-03-09 19:16:45 main:574] : INFO : Epoch 1935 | loss: 0.0311699 | val_loss: 0.0311678 | Time: 2603.49 ms [2022-03-09 19:16:47 main:574] : INFO : Epoch 1936 | loss: 0.0311696 | val_loss: 0.0311682 | Time: 2732.27 ms [2022-03-09 19:16:50 main:574] : INFO : Epoch 1937 | loss: 0.0311693 | val_loss: 0.0311681 | Time: 2826.89 ms [2022-03-09 19:16:53 main:574] : INFO : Epoch 1938 | loss: 0.0311706 | val_loss: 0.0311707 | Time: 3071.71 ms [2022-03-09 19:16:56 main:574] : INFO : Epoch 1939 | loss: 0.0311699 | val_loss: 0.0311685 | Time: 2811.11 ms [2022-03-09 19:16:59 main:574] : INFO : Epoch 1940 | loss: 0.0311698 | val_loss: 0.0311685 | Time: 2930.38 ms [2022-03-09 19:17:02 main:574] : INFO : Epoch 1941 | loss: 0.0311697 | val_loss: 0.03117 | Time: 2724.8 ms [2022-03-09 19:17:04 main:574] : INFO : Epoch 1942 | loss: 0.0311737 | val_loss: 0.031177 | Time: 2491.74 ms [2022-03-09 19:17:07 main:574] : INFO : Epoch 1943 | loss: 0.0311704 | val_loss: 0.0311737 | Time: 2999.64 ms [2022-03-09 19:17:10 main:574] : INFO : Epoch 1944 | loss: 0.0311695 | val_loss: 0.0311689 | Time: 2989.49 ms [2022-03-09 19:17:15 main:574] : INFO : Epoch 1945 | loss: 0.0311705 | val_loss: 0.0311692 | Time: 3991.11 ms [2022-03-09 19:17:18 main:574] : INFO : Epoch 1946 | loss: 0.0311691 | val_loss: 0.0311683 | Time: 3063.06 ms [2022-03-09 19:17:21 main:574] : INFO : Epoch 1947 | loss: 0.0311701 | val_loss: 0.0311703 | Time: 2800.64 ms [2022-03-09 19:17:24 main:574] : INFO : Epoch 1948 | loss: 0.0311697 | val_loss: 0.0311684 | Time: 3494.67 ms [2022-03-09 19:17:27 main:574] : INFO : Epoch 1949 | loss: 0.0311711 | val_loss: 0.0311685 | Time: 3368.62 ms [2022-03-09 19:17:31 main:574] : INFO : Epoch 1950 | loss: 0.0311723 | val_loss: 0.0311684 | Time: 3083.4 ms [2022-03-09 19:17:34 main:574] : INFO : Epoch 1951 | loss: 0.0311708 | val_loss: 0.0311695 | Time: 3389.94 ms [2022-03-09 19:17:36 main:574] : INFO : Epoch 1952 | loss: 0.0311703 | val_loss: 0.031173 | Time: 2229.42 ms [2022-03-09 19:17:39 main:574] : INFO : Epoch 1953 | loss: 0.0311697 | val_loss: 0.0311687 | Time: 3170.73 ms [2022-03-09 19:17:42 main:574] : INFO : Epoch 1954 | loss: 0.0311702 | val_loss: 0.0311704 | Time: 2684.43 ms [2022-03-09 19:17:45 main:574] : INFO : Epoch 1955 | loss: 0.0311704 | val_loss: 0.0311756 | Time: 2803.68 ms [2022-03-09 19:17:48 main:574] : INFO : Epoch 1956 | loss: 0.0311723 | val_loss: 0.0311731 | Time: 2982.01 ms [2022-03-09 19:17:51 main:574] : INFO : Epoch 1957 | loss: 0.0311705 | val_loss: 0.0311689 | Time: 2752.01 ms [2022-03-09 19:17:54 main:574] : INFO : Epoch 1958 | loss: 0.0311698 | val_loss: 0.0311691 | Time: 3371.08 ms [2022-03-09 19:17:57 main:574] : INFO : Epoch 1959 | loss: 0.0311695 | val_loss: 0.0311707 | Time: 3051.97 ms [2022-03-09 19:18:00 main:574] : INFO : Epoch 1960 | loss: 0.0311712 | val_loss: 0.0311684 | Time: 2838.53 ms [2022-03-09 19:18:04 main:574] : INFO : Epoch 1961 | loss: 0.0311694 | val_loss: 0.0311683 | Time: 3529.28 ms [2022-03-09 19:18:06 main:574] : INFO : Epoch 1962 | loss: 0.0311703 | val_loss: 0.0311685 | Time: 2466.19 ms [2022-03-09 19:18:09 main:574] : INFO : Epoch 1963 | loss: 0.0311706 | val_loss: 0.0311718 | Time: 2870.06 ms [2022-03-09 19:18:13 main:574] : INFO : Epoch 1964 | loss: 0.0311709 | val_loss: 0.0311686 | Time: 3621.66 ms [2022-03-09 19:18:16 main:574] : INFO : Epoch 1965 | loss: 0.0311712 | val_loss: 0.031177 | Time: 3598.55 ms [2022-03-09 19:18:19 main:574] : INFO : Epoch 1966 | loss: 0.0311762 | val_loss: 0.0311732 | Time: 2777.19 ms [2022-03-09 19:18:22 main:574] : INFO : Epoch 1967 | loss: 0.0311746 | val_loss: 0.0311715 | Time: 2574.24 ms [2022-03-09 19:18:25 main:574] : INFO : Epoch 1968 | loss: 0.0311726 | val_loss: 0.0311688 | Time: 2757.43 ms [2022-03-09 19:18:27 main:574] : INFO : Epoch 1969 | loss: 0.0311694 | val_loss: 0.0311698 | Time: 2458.18 ms [2022-03-09 19:18:30 main:574] : INFO : Epoch 1970 | loss: 0.0311691 | val_loss: 0.0311731 | Time: 2399.29 ms [2022-03-09 19:18:32 main:574] : INFO : Epoch 1971 | loss: 0.0311705 | val_loss: 0.0311685 | Time: 2250.99 ms [2022-03-09 19:18:34 main:574] : INFO : Epoch 1972 | loss: 0.0311695 | val_loss: 0.0311689 | Time: 2361.94 ms [2022-03-09 19:18:37 main:574] : INFO : Epoch 1973 | loss: 0.0311716 | val_loss: 0.0311685 | Time: 3057.33 ms [2022-03-09 19:18:40 main:574] : INFO : Epoch 1974 | loss: 0.0311759 | val_loss: 0.0311708 | Time: 2540.7 ms [2022-03-09 19:18:42 main:574] : INFO : Epoch 1975 | loss: 0.0311751 | val_loss: 0.0311708 | Time: 2355.96 ms [2022-03-09 19:18:45 main:574] : INFO : Epoch 1976 | loss: 0.0311755 | val_loss: 0.0311702 | Time: 2824.4 ms [2022-03-09 19:18:48 main:574] : INFO : Epoch 1977 | loss: 0.031172 | val_loss: 0.0311691 | Time: 2850.48 ms [2022-03-09 19:18:51 main:574] : INFO : Epoch 1978 | loss: 0.0311695 | val_loss: 0.0311703 | Time: 2692.47 ms [2022-03-09 19:18:54 main:574] : INFO : Epoch 1979 | loss: 0.0311697 | val_loss: 0.0311691 | Time: 2663.11 ms [2022-03-09 19:18:56 main:574] : INFO : Epoch 1980 | loss: 0.0311692 | val_loss: 0.0311682 | Time: 2681.69 ms [2022-03-09 19:18:59 main:574] : INFO : Epoch 1981 | loss: 0.0311709 | val_loss: 0.0311722 | Time: 2448.38 ms [2022-03-09 19:19:01 main:574] : INFO : Epoch 1982 | loss: 0.0311706 | val_loss: 0.031174 | Time: 2704.56 ms [2022-03-09 19:19:04 main:574] : INFO : Epoch 1983 | loss: 0.0311721 | val_loss: 0.0311684 | Time: 2448.54 ms [2022-03-09 19:19:07 main:574] : INFO : Epoch 1984 | loss: 0.0311718 | val_loss: 0.0311711 | Time: 2850.52 ms [2022-03-09 19:19:10 main:574] : INFO : Epoch 1985 | loss: 0.0311704 | val_loss: 0.031168 | Time: 3105.22 ms [2022-03-09 19:19:12 main:574] : INFO : Epoch 1986 | loss: 0.0311703 | val_loss: 0.0311685 | Time: 2369.59 ms [2022-03-09 19:19:15 main:574] : INFO : Epoch 1987 | loss: 0.0311692 | val_loss: 0.031168 | Time: 2527.16 ms [2022-03-09 19:19:18 main:574] : INFO : Epoch 1988 | loss: 0.0311694 | val_loss: 0.0311683 | Time: 2799.9 ms [2022-03-09 19:19:21 main:574] : INFO : Epoch 1989 | loss: 0.031169 | val_loss: 0.0311713 | Time: 2920.03 ms [2022-03-09 19:19:23 main:574] : INFO : Epoch 1990 | loss: 0.0311703 | val_loss: 0.0311713 | Time: 2549.79 ms [2022-03-09 19:19:26 main:574] : INFO : Epoch 1991 | loss: 0.0311714 | val_loss: 0.0311704 | Time: 2330.52 ms [2022-03-09 19:19:28 main:574] : INFO : Epoch 1992 | loss: 0.0311694 | val_loss: 0.03117 | Time: 2734.65 ms [2022-03-09 19:19:32 main:574] : INFO : Epoch 1993 | loss: 0.0311711 | val_loss: 0.0311694 | Time: 3053.72 ms [2022-03-09 19:19:34 main:574] : INFO : Epoch 1994 | loss: 0.0311728 | val_loss: 0.0311723 | Time: 2640.49 ms [2022-03-09 19:19:37 main:574] : INFO : Epoch 1995 | loss: 0.031172 | val_loss: 0.03117 | Time: 2783.64 ms [2022-03-09 19:19:40 main:574] : INFO : Epoch 1996 | loss: 0.0311701 | val_loss: 0.0311687 | Time: 3073.12 ms [2022-03-09 19:19:43 main:574] : INFO : Epoch 1997 | loss: 0.0311691 | val_loss: 0.031168 | Time: 2524 ms [2022-03-09 19:19:45 main:574] : INFO : Epoch 1998 | loss: 0.0311699 | val_loss: 0.0311713 | Time: 2509.64 ms [2022-03-09 19:19:49 main:574] : INFO : Epoch 1999 | loss: 0.0311693 | val_loss: 0.0311726 | Time: 3517.5 ms [2022-03-09 19:19:51 main:574] : INFO : Epoch 2000 | loss: 0.0311691 | val_loss: 0.0311686 | Time: 2486.44 ms [2022-03-09 19:19:54 main:574] : INFO : Epoch 2001 | loss: 0.0311695 | val_loss: 0.031168 | Time: 2409.8 ms [2022-03-09 19:19:57 main:574] : INFO : Epoch 2002 | loss: 0.0311699 | val_loss: 0.0311761 | Time: 2790.09 ms [2022-03-09 19:20:00 main:574] : INFO : Epoch 2003 | loss: 0.0311713 | val_loss: 0.0311693 | Time: 3017.59 ms [2022-03-09 19:20:03 main:574] : INFO : Epoch 2004 | loss: 0.0311688 | val_loss: 0.0311685 | Time: 2835.57 ms [2022-03-09 19:20:05 main:574] : INFO : Epoch 2005 | loss: 0.0311697 | val_loss: 0.0311732 | Time: 2351.03 ms [2022-03-09 19:20:08 main:574] : INFO : Epoch 2006 | loss: 0.0311704 | val_loss: 0.0311687 | Time: 2509.18 ms [2022-03-09 19:20:10 main:574] : INFO : Epoch 2007 | loss: 0.0311699 | val_loss: 0.0311696 | Time: 2552.71 ms [2022-03-09 19:20:13 main:574] : INFO : Epoch 2008 | loss: 0.0311696 | val_loss: 0.0311691 | Time: 3167.9 ms [2022-03-09 19:20:17 main:574] : INFO : Epoch 2009 | loss: 0.0311708 | val_loss: 0.0311681 | Time: 3514.42 ms [2022-03-09 19:20:19 main:574] : INFO : Epoch 2010 | loss: 0.0311712 | val_loss: 0.0311729 | Time: 2354.28 ms [2022-03-09 19:20:22 main:574] : INFO : Epoch 2011 | loss: 0.0311699 | val_loss: 0.0311681 | Time: 2538.77 ms [2022-03-09 19:20:25 main:574] : INFO : Epoch 2012 | loss: 0.0311706 | val_loss: 0.0311686 | Time: 2776.02 ms [2022-03-09 19:20:28 main:574] : INFO : Epoch 2013 | loss: 0.0311702 | val_loss: 0.0311686 | Time: 2890.05 ms [2022-03-09 19:20:30 main:574] : INFO : Epoch 2014 | loss: 0.0311714 | val_loss: 0.0311693 | Time: 2576.12 ms [2022-03-09 19:20:34 main:574] : INFO : Epoch 2015 | loss: 0.03117 | val_loss: 0.0311694 | Time: 3280.37 ms [2022-03-09 19:20:36 main:574] : INFO : Epoch 2016 | loss: 0.0311716 | val_loss: 0.0311726 | Time: 2377.78 ms [2022-03-09 19:20:38 main:574] : INFO : Epoch 2017 | loss: 0.0311732 | val_loss: 0.031169 | Time: 2316.4 ms [2022-03-09 19:20:41 main:574] : INFO : Epoch 2018 | loss: 0.0311693 | val_loss: 0.0311688 | Time: 2339.22 ms [2022-03-09 19:20:44 main:574] : INFO : Epoch 2019 | loss: 0.0311686 | val_loss: 0.031168 | Time: 3086 ms [2022-03-09 19:20:46 main:574] : INFO : Epoch 2020 | loss: 0.0311695 | val_loss: 0.0311687 | Time: 2461.69 ms [2022-03-09 19:20:50 main:574] : INFO : Epoch 2021 | loss: 0.0311705 | val_loss: 0.0311723 | Time: 3621.15 ms [2022-03-09 19:20:53 main:574] : INFO : Epoch 2022 | loss: 0.0311715 | val_loss: 0.0311683 | Time: 3182.18 ms [2022-03-09 19:20:56 main:574] : INFO : Epoch 2023 | loss: 0.031169 | val_loss: 0.0311693 | Time: 2955.61 ms [2022-03-09 19:20:59 main:574] : INFO : Epoch 2024 | loss: 0.0311697 | val_loss: 0.0311759 | Time: 2351.75 ms [2022-03-09 19:21:01 main:574] : INFO : Epoch 2025 | loss: 0.0311709 | val_loss: 0.0311706 | Time: 2460.51 ms [2022-03-09 19:21:04 main:574] : INFO : Epoch 2026 | loss: 0.0311698 | val_loss: 0.0311683 | Time: 2530.03 ms [2022-03-09 19:21:07 main:574] : INFO : Epoch 2027 | loss: 0.0311704 | val_loss: 0.0311695 | Time: 3066.5 ms [2022-03-09 19:21:10 main:574] : INFO : Epoch 2028 | loss: 0.0311693 | val_loss: 0.0311693 | Time: 3501.7 ms [2022-03-09 19:21:14 main:574] : INFO : Epoch 2029 | loss: 0.0311689 | val_loss: 0.0311681 | Time: 3315.3 ms [2022-03-09 19:21:17 main:574] : INFO : Epoch 2030 | loss: 0.0311685 | val_loss: 0.0311681 | Time: 3094.82 ms [2022-03-09 19:21:20 main:574] : INFO : Epoch 2031 | loss: 0.0311691 | val_loss: 0.0311684 | Time: 2777.52 ms [2022-03-09 19:21:23 main:574] : INFO : Epoch 2032 | loss: 0.0311698 | val_loss: 0.0311725 | Time: 2793.81 ms [2022-03-09 19:21:26 main:574] : INFO : Epoch 2033 | loss: 0.0311745 | val_loss: 0.031173 | Time: 3305.67 ms [2022-03-09 19:21:29 main:574] : INFO : Epoch 2034 | loss: 0.0311702 | val_loss: 0.0311684 | Time: 2578.75 ms [2022-03-09 19:21:32 main:574] : INFO : Epoch 2035 | loss: 0.0311693 | val_loss: 0.0311677 | Time: 3150.17 ms [2022-03-09 19:21:34 main:574] : INFO : Epoch 2036 | loss: 0.0311701 | val_loss: 0.0311682 | Time: 2253.62 ms [2022-03-09 19:21:37 main:574] : INFO : Epoch 2037 | loss: 0.0311698 | val_loss: 0.0311696 | Time: 3356.57 ms [2022-03-09 19:21:41 main:574] : INFO : Epoch 2038 | loss: 0.0311692 | val_loss: 0.0311688 | Time: 3709.03 ms [2022-03-09 19:21:44 main:574] : INFO : Epoch 2039 | loss: 0.0311689 | val_loss: 0.0311678 | Time: 3067.75 ms [2022-03-09 19:21:47 main:574] : INFO : Epoch 2040 | loss: 0.0311688 | val_loss: 0.0311719 | Time: 2995.66 ms [2022-03-09 19:21:50 main:574] : INFO : Epoch 2041 | loss: 0.0311716 | val_loss: 0.0311734 | Time: 2914.55 ms [2022-03-09 19:21:53 main:574] : INFO : Epoch 2042 | loss: 0.0311702 | val_loss: 0.0311679 | Time: 2379.8 ms [2022-03-09 19:21:55 main:574] : INFO : Epoch 2043 | loss: 0.0311734 | val_loss: 0.0311863 | Time: 2411.61 ms [2022-03-09 19:21:58 main:574] : INFO : Epoch 2044 | loss: 0.0311757 | val_loss: 0.0311706 | Time: 2729.21 ms [2022-03-09 19:22:01 main:574] : INFO : Epoch 2045 | loss: 0.0311768 | val_loss: 0.0311686 | Time: 3017.41 ms [2022-03-09 19:22:03 main:574] : INFO : Epoch 2046 | loss: 0.0311704 | val_loss: 0.0311724 | Time: 2341.21 ms [2022-03-09 19:22:07 main:574] : INFO : Epoch 2047 | loss: 0.0311717 | val_loss: 0.0311713 | Time: 3137.04 ms [2022-03-09 19:22:09 main:574] : INFO : Epoch 2048 | loss: 0.0311693 | val_loss: 0.0311699 | Time: 2648.65 ms [2022-03-09 19:22:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311699 [2022-03-09 19:22:09 main:603] : INFO : Saving end state to config to file [2022-03-09 19:22:09 main:608] : INFO : Success, exiting.. 19:22:09 (17364): 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)