Task 12540803
| Name | ParityModified-1645992752-16018-3-0_0 |
| Workunit | 9703977 |
| Created | 4 Mar 2022, 14:56:56 UTC |
| Sent | 6 Mar 2022, 14:18:17 UTC |
| Report deadline | 14 Mar 2022, 14:18:17 UTC |
| Received | 8 Mar 2022, 10:09:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 39 min 7 sec |
| CPU time | 1 hours 36 min 14 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 | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311652 | val_loss: 0.0311778 | Time: 2675.11 ms [2022-03-08 09:46:33 main:574] : INFO : Epoch 1543 | loss: 0.0311652 | val_loss: 0.031176 | Time: 2532.51 ms [2022-03-08 09:46:35 main:574] : INFO : Epoch 1544 | loss: 0.0311651 | val_loss: 0.0311769 | Time: 2544.37 ms [2022-03-08 09:46:38 main:574] : INFO : Epoch 1545 | loss: 0.0311673 | val_loss: 0.0311806 | Time: 2919.05 ms [2022-03-08 09:46:41 main:574] : INFO : Epoch 1546 | loss: 0.0311711 | val_loss: 0.0311784 | Time: 2520.85 ms [2022-03-08 09:46:44 main:574] : INFO : Epoch 1547 | loss: 0.0311677 | val_loss: 0.031178 | Time: 2863.38 ms [2022-03-08 09:46:46 main:574] : INFO : Epoch 1548 | loss: 0.0311672 | val_loss: 0.0311768 | Time: 2589.13 ms [2022-03-08 09:46:49 main:574] : INFO : Epoch 1549 | loss: 0.0311677 | val_loss: 0.0311812 | Time: 2656.22 ms [2022-03-08 09:46:52 main:574] : INFO : Epoch 1550 | loss: 0.0311654 | val_loss: 0.0311783 | Time: 2589.77 ms [2022-03-08 09:46:55 main:574] : INFO : Epoch 1551 | loss: 0.0311653 | val_loss: 0.031178 | Time: 2856.49 ms [2022-03-08 09:46:57 main:574] : INFO : Epoch 1552 | loss: 0.0311637 | val_loss: 0.0311777 | Time: 2570.62 ms [2022-03-08 09:47:00 main:574] : INFO : Epoch 1553 | loss: 0.0311634 | val_loss: 0.0311763 | Time: 2638.65 ms [2022-03-08 09:47:02 main:574] : INFO : Epoch 1554 | loss: 0.0311653 | val_loss: 0.031176 | Time: 2573.91 ms [2022-03-08 09:47:05 main:574] : INFO : Epoch 1555 | loss: 0.0311647 | val_loss: 0.0311824 | Time: 2521.83 ms [2022-03-08 09:47:08 main:574] : INFO : Epoch 1556 | loss: 0.0311657 | val_loss: 0.0311784 | Time: 2676.41 ms [2022-03-08 09:47:10 main:574] : INFO : Epoch 1557 | loss: 0.0311646 | val_loss: 0.0311815 | Time: 2603.09 ms [2022-03-08 09:47:13 main:574] : INFO : Epoch 1558 | loss: 0.0311658 | val_loss: 0.0311752 | Time: 2832.49 ms [2022-03-08 09:47:16 main:574] : INFO : Epoch 1559 | loss: 0.0311655 | val_loss: 0.0311827 | Time: 2735.49 ms [2022-03-08 09:47:18 main:574] : INFO : Epoch 1560 | loss: 0.0311671 | val_loss: 0.0311779 | Time: 2550.09 ms [2022-03-08 09:47:21 main:574] : INFO : Epoch 1561 | loss: 0.0311669 | val_loss: 0.0311775 | Time: 2606.14 ms [2022-03-08 09:47:24 main:574] : INFO : Epoch 1562 | loss: 0.0311644 | val_loss: 0.0311765 | Time: 2918.19 ms [2022-03-08 09:47:27 main:574] : INFO : Epoch 1563 | loss: 0.0311639 | val_loss: 0.0311767 | Time: 2723.6 ms [2022-03-08 09:47:29 main:574] : INFO : Epoch 1564 | loss: 0.0311665 | val_loss: 0.0311811 | Time: 2689.11 ms [2022-03-08 09:47:32 main:574] : INFO : Epoch 1565 | loss: 0.0311673 | val_loss: 0.0311763 | Time: 2453.14 ms [2022-03-08 09:47:34 main:574] : INFO : Epoch 1566 | loss: 0.0311658 | val_loss: 0.0311776 | Time: 2491.62 ms [2022-03-08 09:47:37 main:574] : INFO : Epoch 1567 | loss: 0.0311641 | val_loss: 0.0311765 | Time: 2556.21 ms [2022-03-08 09:47:40 main:574] : INFO : Epoch 1568 | loss: 0.0311636 | val_loss: 0.0311764 | Time: 2713.13 ms [2022-03-08 09:47:43 main:574] : INFO : Epoch 1569 | loss: 0.0311631 | val_loss: 0.0311769 | Time: 2757.67 ms [2022-03-08 09:47:45 main:574] : INFO : Epoch 1570 | loss: 0.0311639 | val_loss: 0.0311771 | Time: 2572.93 ms [2022-03-08 09:47:48 main:574] : INFO : Epoch 1571 | loss: 0.0311632 | val_loss: 0.0311768 | Time: 2682.64 ms [2022-03-08 09:47:50 main:574] : INFO : Epoch 1572 | loss: 0.0311626 | val_loss: 0.0311767 | Time: 2486.63 ms [2022-03-08 09:47:53 main:574] : INFO : Epoch 1573 | loss: 0.031163 | val_loss: 0.0311797 | Time: 2764.35 ms [2022-03-08 09:47:56 main:574] : INFO : Epoch 1574 | loss: 0.0311653 | val_loss: 0.0311814 | Time: 2635.37 ms [2022-03-08 09:47:59 main:574] : INFO : Epoch 1575 | loss: 0.0311637 | val_loss: 0.031179 | Time: 2684.16 ms [2022-03-08 09:48:01 main:574] : INFO : Epoch 1576 | loss: 0.0311644 | val_loss: 0.0311773 | Time: 2764.97 ms [2022-03-08 09:48:04 main:574] : INFO : Epoch 1577 | loss: 0.0311632 | val_loss: 0.0311768 | Time: 2954.12 ms [2022-03-08 09:48:07 main:574] : INFO : Epoch 1578 | loss: 0.0311626 | val_loss: 0.0311781 | Time: 2705.42 ms [2022-03-08 09:48:10 main:574] : INFO : Epoch 1579 | loss: 0.0311646 | val_loss: 0.0311848 | Time: 2591.96 ms [2022-03-08 09:48:13 main:574] : INFO : Epoch 1580 | loss: 0.0311669 | val_loss: 0.0311781 | Time: 2829.78 ms [2022-03-08 09:48:16 main:574] : INFO : Epoch 1581 | loss: 0.0311639 | val_loss: 0.0311776 | Time: 2938.48 ms [2022-03-08 09:48:18 main:574] : INFO : Epoch 1582 | loss: 0.0311632 | val_loss: 0.0311789 | Time: 2684.94 ms [2022-03-08 09:48:21 main:574] : INFO : Epoch 1583 | loss: 0.0311631 | val_loss: 0.0311768 | Time: 2869.76 ms [2022-03-08 09:48:24 main:574] : INFO : Epoch 1584 | loss: 0.0311628 | val_loss: 0.0311794 | Time: 2744 ms [2022-03-08 09:48:27 main:574] : INFO : Epoch 1585 | loss: 0.0311634 | val_loss: 0.031179 | Time: 2586.67 ms [2022-03-08 09:48:29 main:574] : INFO : Epoch 1586 | loss: 0.0311637 | val_loss: 0.0311795 | Time: 2483.11 ms [2022-03-08 09:48:32 main:574] : INFO : Epoch 1587 | loss: 0.0311634 | val_loss: 0.0311773 | Time: 2580.96 ms [2022-03-08 09:48:34 main:574] : INFO : Epoch 1588 | loss: 0.0311627 | val_loss: 0.0311769 | Time: 2553.43 ms [2022-03-08 09:48:37 main:574] : INFO : Epoch 1589 | loss: 0.0311626 | val_loss: 0.0311816 | Time: 2758.58 ms [2022-03-08 09:48:40 main:574] : INFO : Epoch 1590 | loss: 0.0311638 | val_loss: 0.0311776 | Time: 3019.57 ms [2022-03-08 09:48:43 main:574] : INFO : Epoch 1591 | loss: 0.0311625 | val_loss: 0.0311797 | Time: 3038.66 ms [2022-03-08 09:48:46 main:574] : INFO : Epoch 1592 | loss: 0.0311638 | val_loss: 0.0311813 | Time: 2878.48 ms [2022-03-08 09:48:49 main:574] : INFO : Epoch 1593 | loss: 0.0311644 | val_loss: 0.0311794 | Time: 3122.1 ms [2022-03-08 09:48:53 main:574] : INFO : Epoch 1594 | loss: 0.0311622 | val_loss: 0.0311777 | Time: 3196.07 ms [2022-03-08 09:48:55 main:574] : INFO : Epoch 1595 | loss: 0.0311624 | val_loss: 0.0311776 | Time: 2796.55 ms [2022-03-08 09:48:58 main:574] : INFO : Epoch 1596 | loss: 0.0311636 | val_loss: 0.0311826 | Time: 2755.9 ms [2022-03-08 09:49:01 main:574] : INFO : Epoch 1597 | loss: 0.0311634 | val_loss: 0.031179 | Time: 2704.54 ms [2022-03-08 09:49:04 main:574] : INFO : Epoch 1598 | loss: 0.0311643 | val_loss: 0.0311819 | Time: 3171.97 ms [2022-03-08 09:49:07 main:574] : INFO : Epoch 1599 | loss: 0.0311641 | val_loss: 0.0311802 | Time: 3116.15 ms [2022-03-08 09:49:11 main:574] : INFO : Epoch 1600 | loss: 0.0311641 | val_loss: 0.0311805 | Time: 3471.91 ms [2022-03-08 09:49:15 main:574] : INFO : Epoch 1601 | loss: 0.0311621 | val_loss: 0.0311777 | Time: 3397.42 ms [2022-03-08 09:49:19 main:574] : INFO : Epoch 1602 | loss: 0.0311622 | val_loss: 0.0311788 | Time: 3598.11 ms [2022-03-08 09:49:22 main:574] : INFO : Epoch 1603 | loss: 0.0311644 | val_loss: 0.0311785 | Time: 3022.57 ms [2022-03-08 09:49:25 main:574] : INFO : Epoch 1604 | loss: 0.0311621 | val_loss: 0.0311785 | Time: 3181.29 ms [2022-03-08 09:49:28 main:574] : INFO : Epoch 1605 | loss: 0.0311662 | val_loss: 0.0311865 | Time: 2744.98 ms [2022-03-08 09:49:30 main:574] : INFO : Epoch 1606 | loss: 0.031166 | val_loss: 0.0311798 | Time: 2643.14 ms [2022-03-08 09:49:33 main:574] : INFO : Epoch 1607 | loss: 0.031163 | val_loss: 0.0311805 | Time: 2634.36 ms [2022-03-08 09:49:36 main:574] : INFO : Epoch 1608 | loss: 0.0311672 | val_loss: 0.0311777 | Time: 2746.17 ms [2022-03-08 09:49:38 main:574] : INFO : Epoch 1609 | loss: 0.0311691 | val_loss: 0.0311834 | Time: 2822.99 ms [2022-03-08 09:49:42 main:574] : INFO : Epoch 1610 | loss: 0.0311682 | val_loss: 0.0311782 | Time: 3076.72 ms [2022-03-08 09:49:44 main:574] : INFO : Epoch 1611 | loss: 0.0311649 | val_loss: 0.0311812 | Time: 2740.55 ms [2022-03-08 09:49:47 main:574] : INFO : Epoch 1612 | loss: 0.0311684 | val_loss: 0.0311927 | Time: 2800.78 ms [2022-03-08 09:49:50 main:574] : INFO : Epoch 1613 | loss: 0.0311713 | val_loss: 0.0311769 | Time: 2872.53 ms [2022-03-08 09:49:53 main:574] : INFO : Epoch 1614 | loss: 0.0311661 | val_loss: 0.0311769 | Time: 2833.74 ms [2022-03-08 09:49:56 main:574] : INFO : Epoch 1615 | loss: 0.0311653 | val_loss: 0.0311775 | Time: 2784.4 ms [2022-03-08 09:49:59 main:574] : INFO : Epoch 1616 | loss: 0.0311666 | val_loss: 0.0311771 | Time: 2928.95 ms [2022-03-08 09:50:01 main:574] : INFO : Epoch 1617 | loss: 0.0311641 | val_loss: 0.0311765 | Time: 2681.22 ms [2022-03-08 09:50:04 main:574] : INFO : Epoch 1618 | loss: 0.0311629 | val_loss: 0.031176 | Time: 2643.51 ms [2022-03-08 09:50:07 main:574] : INFO : Epoch 1619 | loss: 0.0311637 | val_loss: 0.031179 | Time: 2632.67 ms [2022-03-08 09:50:10 main:574] : INFO : Epoch 1620 | loss: 0.031163 | val_loss: 0.0311758 | Time: 3186.68 ms [2022-03-08 09:50:13 main:574] : INFO : Epoch 1621 | loss: 0.0311627 | val_loss: 0.0311781 | Time: 2593.27 ms [2022-03-08 09:50:16 main:574] : INFO : Epoch 1622 | loss: 0.031163 | val_loss: 0.0311775 | Time: 2961.09 ms [2022-03-08 09:50:18 main:574] : INFO : Epoch 1623 | loss: 0.0311642 | val_loss: 0.0311766 | Time: 2917.59 ms [2022-03-08 09:50:21 main:574] : INFO : Epoch 1624 | loss: 0.0311636 | val_loss: 0.031175 | Time: 2691.97 ms [2022-03-08 09:50:24 main:574] : INFO : Epoch 1625 | loss: 0.0311632 | val_loss: 0.031181 | Time: 2497.47 ms [2022-03-08 09:50:26 main:574] : INFO : Epoch 1626 | loss: 0.031165 | val_loss: 0.0311786 | Time: 2447.21 ms [2022-03-08 09:50:29 main:574] : INFO : Epoch 1627 | loss: 0.0311653 | val_loss: 0.031177 | Time: 2890.38 ms [2022-03-08 09:50:32 main:574] : INFO : Epoch 1628 | loss: 0.031165 | val_loss: 0.0311772 | Time: 2479.92 ms [2022-03-08 09:50:34 main:574] : INFO : Epoch 1629 | loss: 0.0311634 | val_loss: 0.031177 | Time: 2581.98 ms [2022-03-08 09:50:37 main:574] : INFO : Epoch 1630 | loss: 0.0311634 | val_loss: 0.0311785 | Time: 2734.9 ms [2022-03-08 09:50:39 main:574] : INFO : Epoch 1631 | loss: 0.0311627 | val_loss: 0.0311783 | Time: 2490.81 ms [2022-03-08 09:50:42 main:574] : INFO : Epoch 1632 | loss: 0.0311628 | val_loss: 0.0311757 | Time: 2508.79 ms [2022-03-08 09:50:45 main:574] : INFO : Epoch 1633 | loss: 0.0311638 | val_loss: 0.0311779 | Time: 2622.19 ms [2022-03-08 09:50:47 main:574] : INFO : Epoch 1634 | loss: 0.0311655 | val_loss: 0.0311782 | Time: 2557.74 ms [2022-03-08 09:50:50 main:574] : INFO : Epoch 1635 | loss: 0.0311654 | val_loss: 0.03118 | Time: 2579.8 ms [2022-03-08 09:50:52 main:574] : INFO : Epoch 1636 | loss: 0.0311649 | val_loss: 0.0311801 | Time: 2487.43 ms [2022-03-08 09:50:55 main:574] : INFO : Epoch 1637 | loss: 0.0311635 | val_loss: 0.0311768 | Time: 2564.17 ms [2022-03-08 09:50:58 main:574] : INFO : Epoch 1638 | loss: 0.0311635 | val_loss: 0.0311758 | Time: 2606.04 ms [2022-03-08 09:51:00 main:574] : INFO : Epoch 1639 | loss: 0.0311629 | val_loss: 0.0311784 | Time: 2496.92 ms [2022-03-08 09:51:03 main:574] : INFO : Epoch 1640 | loss: 0.0311644 | val_loss: 0.0311825 | Time: 2474.04 ms [2022-03-08 09:51:05 main:574] : INFO : Epoch 1641 | loss: 0.031167 | val_loss: 0.0311776 | Time: 2504.52 ms [2022-03-08 09:51:08 main:574] : INFO : Epoch 1642 | loss: 0.0311641 | val_loss: 0.0311789 | Time: 2666.11 ms [2022-03-08 09:51:11 main:574] : INFO : Epoch 1643 | loss: 0.0311645 | val_loss: 0.0311772 | Time: 2628 ms [2022-03-08 09:51:13 main:574] : INFO : Epoch 1644 | loss: 0.0311636 | val_loss: 0.0311755 | Time: 2496.79 ms [2022-03-08 09:51:16 main:574] : INFO : Epoch 1645 | loss: 0.0311643 | val_loss: 0.0311765 | Time: 2668.01 ms [2022-03-08 09:51:19 main:574] : INFO : Epoch 1646 | loss: 0.0311645 | val_loss: 0.031177 | Time: 2802.04 ms [2022-03-08 09:51:21 main:574] : INFO : Epoch 1647 | loss: 0.0311622 | val_loss: 0.031175 | Time: 2850.61 ms [2022-03-08 09:51:24 main:574] : INFO : Epoch 1648 | loss: 0.031163 | val_loss: 0.0311803 | Time: 2771.38 ms [2022-03-08 09:51:27 main:574] : INFO : Epoch 1649 | loss: 0.0311631 | val_loss: 0.0311789 | Time: 2989.76 ms [2022-03-08 09:51:30 main:574] : INFO : Epoch 1650 | loss: 0.0311624 | val_loss: 0.0311794 | Time: 2667.58 ms [2022-03-08 09:51:33 main:574] : INFO : Epoch 1651 | loss: 0.0311656 | val_loss: 0.0311767 | Time: 2737.55 ms [2022-03-08 09:51:36 main:574] : INFO : Epoch 1652 | loss: 0.0311672 | val_loss: 0.0311807 | Time: 2695.38 ms [2022-03-08 09:51:39 main:574] : INFO : Epoch 1653 | loss: 0.0311652 | val_loss: 0.0311763 | Time: 2944.4 ms [2022-03-08 09:51:41 main:574] : INFO : Epoch 1654 | loss: 0.0311647 | val_loss: 0.0311788 | Time: 2801.33 ms [2022-03-08 09:51:44 main:574] : INFO : Epoch 1655 | loss: 0.0311637 | val_loss: 0.0311758 | Time: 2796.7 ms [2022-03-08 09:51:47 main:574] : INFO : Epoch 1656 | loss: 0.0311628 | val_loss: 0.0311769 | Time: 2824.55 ms [2022-03-08 09:51:50 main:574] : INFO : Epoch 1657 | loss: 0.0311625 | val_loss: 0.0311771 | Time: 2611.15 ms [2022-03-08 09:51:52 main:574] : INFO : Epoch 1658 | loss: 0.0311615 | val_loss: 0.0311782 | Time: 2552.29 ms [2022-03-08 09:51:56 main:574] : INFO : Epoch 1659 | loss: 0.0311613 | val_loss: 0.0311766 | Time: 3586.26 ms [2022-03-08 09:51:59 main:574] : INFO : Epoch 1660 | loss: 0.0311619 | val_loss: 0.0311787 | Time: 2551.4 ms [2022-03-08 09:52:02 main:574] : INFO : Epoch 1661 | loss: 0.0311638 | val_loss: 0.0311775 | Time: 3073.86 ms [2022-03-08 09:52:04 main:574] : INFO : Epoch 1662 | loss: 0.0311628 | val_loss: 0.0311777 | Time: 2673.45 ms [2022-03-08 09:52:07 main:574] : INFO : Epoch 1663 | loss: 0.0311631 | val_loss: 0.0311773 | Time: 2621.94 ms [2022-03-08 09:52:10 main:574] : INFO : Epoch 1664 | loss: 0.0311629 | val_loss: 0.0311784 | Time: 2452.47 ms [2022-03-08 09:52:12 main:574] : INFO : Epoch 1665 | loss: 0.0311631 | val_loss: 0.0311768 | Time: 2680.94 ms [2022-03-08 09:52:15 main:574] : INFO : Epoch 1666 | loss: 0.0311633 | val_loss: 0.0311769 | Time: 2844.2 ms [2022-03-08 09:52:18 main:574] : INFO : Epoch 1667 | loss: 0.0311615 | val_loss: 0.031184 | Time: 2595.83 ms [2022-03-08 09:52:20 main:574] : INFO : Epoch 1668 | loss: 0.0311624 | val_loss: 0.0311767 | Time: 2462.45 ms [2022-03-08 09:52:23 main:574] : INFO : Epoch 1669 | loss: 0.0311614 | val_loss: 0.0311787 | Time: 2439.76 ms [2022-03-08 09:52:26 main:574] : INFO : Epoch 1670 | loss: 0.0311626 | val_loss: 0.0311785 | Time: 3207.33 ms [2022-03-08 09:52:28 main:574] : INFO : Epoch 1671 | loss: 0.0311618 | val_loss: 0.031178 | Time: 2470.47 ms [2022-03-08 09:52:31 main:574] : INFO : Epoch 1672 | loss: 0.0311655 | val_loss: 0.0311822 | Time: 2715.55 ms [2022-03-08 09:52:34 main:574] : INFO : Epoch 1673 | loss: 0.0311649 | val_loss: 0.0311807 | Time: 2591.43 ms [2022-03-08 09:52:37 main:574] : INFO : Epoch 1674 | loss: 0.0311639 | val_loss: 0.031177 | Time: 2858.41 ms [2022-03-08 09:52:39 main:574] : INFO : Epoch 1675 | loss: 0.0311612 | val_loss: 0.0311785 | Time: 2543.41 ms [2022-03-08 09:52:42 main:574] : INFO : Epoch 1676 | loss: 0.031161 | val_loss: 0.0311762 | Time: 2747.76 ms [2022-03-08 09:52:45 main:574] : INFO : Epoch 1677 | loss: 0.0311625 | val_loss: 0.0311789 | Time: 3163.96 ms [2022-03-08 09:52:48 main:574] : INFO : Epoch 1678 | loss: 0.0311635 | val_loss: 0.0311766 | Time: 2504.48 ms [2022-03-08 09:52:50 main:574] : INFO : Epoch 1679 | loss: 0.0311631 | val_loss: 0.0311815 | Time: 2497.27 ms [2022-03-08 09:52:53 main:574] : INFO : Epoch 1680 | loss: 0.0311621 | val_loss: 0.0311779 | Time: 2480.32 ms [2022-03-08 09:52:55 main:574] : INFO : Epoch 1681 | loss: 0.0311612 | val_loss: 0.0311777 | Time: 2509 ms [2022-03-08 09:52:58 main:574] : INFO : Epoch 1682 | loss: 0.0311621 | val_loss: 0.0311758 | Time: 2469.48 ms [2022-03-08 09:53:00 main:574] : INFO : Epoch 1683 | loss: 0.0311619 | val_loss: 0.0311778 | Time: 2601.02 ms [2022-03-08 09:53:03 main:574] : INFO : Epoch 1684 | loss: 0.0311657 | val_loss: 0.0311789 | Time: 2673.84 ms [2022-03-08 09:53:06 main:574] : INFO : Epoch 1685 | loss: 0.031163 | val_loss: 0.0311775 | Time: 2655.03 ms [2022-03-08 09:53:08 main:574] : INFO : Epoch 1686 | loss: 0.0311652 | val_loss: 0.0311794 | Time: 2608.86 ms [2022-03-08 09:53:11 main:574] : INFO : Epoch 1687 | loss: 0.0311649 | val_loss: 0.0311806 | Time: 2517.34 ms [2022-03-08 09:53:14 main:574] : INFO : Epoch 1688 | loss: 0.0311651 | val_loss: 0.0311769 | Time: 2711.59 ms [2022-03-08 09:53:16 main:574] : INFO : Epoch 1689 | loss: 0.0311642 | val_loss: 0.031179 | Time: 2621.46 ms [2022-03-08 09:53:20 main:574] : INFO : Epoch 1690 | loss: 0.0311616 | val_loss: 0.0311777 | Time: 3082.27 ms [2022-03-08 09:53:22 main:574] : INFO : Epoch 1691 | loss: 0.031162 | val_loss: 0.0311798 | Time: 2722.09 ms [2022-03-08 09:53:25 main:574] : INFO : Epoch 1692 | loss: 0.0311628 | val_loss: 0.031177 | Time: 2532.18 ms [2022-03-08 09:53:27 main:574] : INFO : Epoch 1693 | loss: 0.0311628 | val_loss: 0.0311804 | Time: 2495.13 ms [2022-03-08 09:53:30 main:574] : INFO : Epoch 1694 | loss: 0.0311625 | val_loss: 0.0311788 | Time: 2413.97 ms [2022-03-08 09:53:32 main:574] : INFO : Epoch 1695 | loss: 0.0311604 | val_loss: 0.0311776 | Time: 2488.51 ms [2022-03-08 09:53:35 main:574] : INFO : Epoch 1696 | loss: 0.0311617 | val_loss: 0.0311773 | Time: 2527.04 ms [2022-03-08 09:53:37 main:574] : INFO : Epoch 1697 | loss: 0.0311614 | val_loss: 0.031182 | Time: 2515.38 ms [2022-03-08 09:53:40 main:574] : INFO : Epoch 1698 | loss: 0.0311634 | val_loss: 0.0311819 | Time: 2572.26 ms [2022-03-08 09:53:43 main:574] : INFO : Epoch 1699 | loss: 0.0311635 | val_loss: 0.0311785 | Time: 2530.05 ms [2022-03-08 09:53:45 main:574] : INFO : Epoch 1700 | loss: 0.0311626 | val_loss: 0.0311857 | Time: 2571.84 ms [2022-03-08 09:53:48 main:574] : INFO : Epoch 1701 | loss: 0.0311654 | val_loss: 0.0311798 | Time: 2754.81 ms [2022-03-08 09:53:51 main:574] : INFO : Epoch 1702 | loss: 0.0311626 | val_loss: 0.0311815 | Time: 2496.21 ms [2022-03-08 09:53:53 main:574] : INFO : Epoch 1703 | loss: 0.0311655 | val_loss: 0.0311914 | Time: 2483.55 ms [2022-03-08 09:53:56 main:574] : INFO : Epoch 1704 | loss: 0.0311674 | val_loss: 0.0311831 | Time: 2836.57 ms [2022-03-08 09:53:58 main:574] : INFO : Epoch 1705 | loss: 0.0311668 | val_loss: 0.0311842 | Time: 2534.44 ms [2022-03-08 09:54:01 main:574] : INFO : Epoch 1706 | loss: 0.0311624 | val_loss: 0.0311775 | Time: 2728.55 ms [2022-03-08 09:54:04 main:574] : INFO : Epoch 1707 | loss: 0.0311616 | val_loss: 0.0311789 | Time: 3007.54 ms [2022-03-08 09:54:07 main:574] : INFO : Epoch 1708 | loss: 0.0311612 | val_loss: 0.0311786 | Time: 2925.87 ms [2022-03-08 09:54:10 main:574] : INFO : Epoch 1709 | loss: 0.0311636 | val_loss: 0.0311774 | Time: 2576.99 ms [2022-03-08 09:54:12 main:574] : INFO : Epoch 1710 | loss: 0.0311629 | val_loss: 0.0311791 | Time: 2589.24 ms [2022-03-08 09:54:15 main:574] : INFO : Epoch 1711 | loss: 0.0311624 | val_loss: 0.0311901 | Time: 2476.87 ms [2022-03-08 09:54:18 main:574] : INFO : Epoch 1712 | loss: 0.0311644 | val_loss: 0.0311781 | Time: 2878.08 ms [2022-03-08 09:54:20 main:574] : INFO : Epoch 1713 | loss: 0.0311631 | val_loss: 0.0311789 | Time: 2451.64 ms [2022-03-08 09:54:23 main:574] : INFO : Epoch 1714 | loss: 0.0311628 | val_loss: 0.0311781 | Time: 2650.49 ms [2022-03-08 09:54:26 main:574] : INFO : Epoch 1715 | loss: 0.0311614 | val_loss: 0.0311792 | Time: 2620.83 ms [2022-03-08 09:54:28 main:574] : INFO : Epoch 1716 | loss: 0.0311615 | val_loss: 0.0311786 | Time: 2652.74 ms [2022-03-08 09:54:31 main:574] : INFO : Epoch 1717 | loss: 0.03116 | val_loss: 0.0311781 | Time: 2501.33 ms [2022-03-08 09:54:34 main:574] : INFO : Epoch 1718 | loss: 0.0311603 | val_loss: 0.0311785 | Time: 2568.6 ms [2022-03-08 09:54:36 main:574] : INFO : Epoch 1719 | loss: 0.0311598 | val_loss: 0.0311787 | Time: 2691.4 ms [2022-03-08 09:54:39 main:574] : INFO : Epoch 1720 | loss: 0.0311598 | val_loss: 0.031179 | Time: 2763.75 ms [2022-03-08 09:54:42 main:574] : INFO : Epoch 1721 | loss: 0.0311624 | val_loss: 0.0311842 | Time: 2589.25 ms [2022-03-08 09:54:44 main:574] : INFO : Epoch 1722 | loss: 0.0311634 | val_loss: 0.0311846 | Time: 2622.04 ms [2022-03-08 09:54:48 main:574] : INFO : Epoch 1723 | loss: 0.0311618 | val_loss: 0.031178 | Time: 3435.68 ms [2022-03-08 09:54:51 main:574] : INFO : Epoch 1724 | loss: 0.0311599 | val_loss: 0.0311793 | Time: 3212.91 ms [2022-03-08 09:54:54 main:574] : INFO : Epoch 1725 | loss: 0.0311644 | val_loss: 0.031179 | Time: 3109.13 ms [2022-03-08 09:54:57 main:574] : INFO : Epoch 1726 | loss: 0.0311636 | val_loss: 0.0311808 | Time: 2912.8 ms [2022-03-08 09:55:00 main:574] : INFO : Epoch 1727 | loss: 0.0311628 | val_loss: 0.0311868 | Time: 2717.96 ms [2022-03-08 09:55:03 main:574] : INFO : Epoch 1728 | loss: 0.0311647 | val_loss: 0.0311842 | Time: 2622.97 ms [2022-03-08 09:55:05 main:574] : INFO : Epoch 1729 | loss: 0.0311621 | val_loss: 0.0311811 | Time: 2862.66 ms [2022-03-08 09:55:08 main:574] : INFO : Epoch 1730 | loss: 0.0311622 | val_loss: 0.031181 | Time: 2785.95 ms [2022-03-08 09:55:11 main:574] : INFO : Epoch 1731 | loss: 0.0311621 | val_loss: 0.0311797 | Time: 2888.06 ms [2022-03-08 09:55:14 main:574] : INFO : Epoch 1732 | loss: 0.0311637 | val_loss: 0.0311805 | Time: 3159.75 ms [2022-03-08 09:55:17 main:574] : INFO : Epoch 1733 | loss: 0.031161 | val_loss: 0.0311796 | Time: 2731.83 ms [2022-03-08 09:55:20 main:574] : INFO : Epoch 1734 | loss: 0.0311627 | val_loss: 0.0311887 | Time: 2807.74 ms [2022-03-08 09:55:23 main:574] : INFO : Epoch 1735 | loss: 0.031163 | val_loss: 0.0311808 | Time: 2820.32 ms [2022-03-08 09:55:25 main:574] : INFO : Epoch 1736 | loss: 0.0311616 | val_loss: 0.0311798 | Time: 2674.53 ms [2022-03-08 09:55:28 main:574] : INFO : Epoch 1737 | loss: 0.0311617 | val_loss: 0.0311773 | Time: 2567.94 ms [2022-03-08 09:55:31 main:574] : INFO : Epoch 1738 | loss: 0.0311617 | val_loss: 0.0311782 | Time: 2906.89 ms [2022-03-08 09:55:34 main:574] : INFO : Epoch 1739 | loss: 0.031163 | val_loss: 0.031178 | Time: 2607.64 ms [2022-03-08 09:55:36 main:574] : INFO : Epoch 1740 | loss: 0.0311613 | val_loss: 0.03118 | Time: 2686.24 ms [2022-03-08 09:55:39 main:574] : INFO : Epoch 1741 | loss: 0.0311624 | val_loss: 0.031177 | Time: 2639.1 ms [2022-03-08 09:55:42 main:574] : INFO : Epoch 1742 | loss: 0.0311613 | val_loss: 0.0311837 | Time: 2463.57 ms [2022-03-08 09:55:44 main:574] : INFO : Epoch 1743 | loss: 0.0311642 | val_loss: 0.0311802 | Time: 2874.03 ms [2022-03-08 09:55:47 main:574] : INFO : Epoch 1744 | loss: 0.0311643 | val_loss: 0.031179 | Time: 2481.04 ms [2022-03-08 09:55:49 main:574] : INFO : Epoch 1745 | loss: 0.0311658 | val_loss: 0.0311889 | Time: 2505 ms [2022-03-08 09:55:52 main:574] : INFO : Epoch 1746 | loss: 0.0311677 | val_loss: 0.0311836 | Time: 2480.45 ms [2022-03-08 09:55:54 main:574] : INFO : Epoch 1747 | loss: 0.0311704 | val_loss: 0.0311899 | Time: 2448.76 ms [2022-03-08 09:55:57 main:574] : INFO : Epoch 1748 | loss: 0.0311694 | val_loss: 0.0311838 | Time: 2587.34 ms [2022-03-08 09:56:00 main:574] : INFO : Epoch 1749 | loss: 0.0311643 | val_loss: 0.0311841 | Time: 2547.95 ms [2022-03-08 09:56:02 main:574] : INFO : Epoch 1750 | loss: 0.0311651 | val_loss: 0.0311853 | Time: 2476.1 ms [2022-03-08 09:56:05 main:574] : INFO : Epoch 1751 | loss: 0.031167 | val_loss: 0.0311825 | Time: 2446.56 ms [2022-03-08 09:56:08 main:574] : INFO : Epoch 1752 | loss: 0.0311631 | val_loss: 0.0311836 | Time: 3059.45 ms [2022-03-08 09:56:10 main:574] : INFO : Epoch 1753 | loss: 0.0311648 | val_loss: 0.0311805 | Time: 2491.68 ms [2022-03-08 09:56:13 main:574] : INFO : Epoch 1754 | loss: 0.0311648 | val_loss: 0.0311824 | Time: 2497.57 ms [2022-03-08 09:56:16 main:574] : INFO : Epoch 1755 | loss: 0.0311656 | val_loss: 0.0311786 | Time: 2771.36 ms [2022-03-08 09:56:18 main:574] : INFO : Epoch 1756 | loss: 0.0311662 | val_loss: 0.0311792 | Time: 2761.14 ms [2022-03-08 09:56:22 main:574] : INFO : Epoch 1757 | loss: 0.0311652 | val_loss: 0.0311812 | Time: 3091.39 ms [2022-03-08 09:56:24 main:574] : INFO : Epoch 1758 | loss: 0.0311661 | val_loss: 0.031184 | Time: 2553.33 ms [2022-03-08 09:56:27 main:574] : INFO : Epoch 1759 | loss: 0.0311698 | val_loss: 0.0311766 | Time: 2480.78 ms [2022-03-08 09:56:29 main:574] : INFO : Epoch 1760 | loss: 0.0311656 | val_loss: 0.0311763 | Time: 2436.53 ms [2022-03-08 09:56:32 main:574] : INFO : Epoch 1761 | loss: 0.0311689 | val_loss: 0.0311783 | Time: 2528.53 ms [2022-03-08 09:56:34 main:574] : INFO : Epoch 1762 | loss: 0.0311662 | val_loss: 0.0311781 | Time: 2432.44 ms [2022-03-08 09:56:37 main:574] : INFO : Epoch 1763 | loss: 0.0311677 | val_loss: 0.0311757 | Time: 2432.29 ms [2022-03-08 09:56:39 main:574] : INFO : Epoch 1764 | loss: 0.0311656 | val_loss: 0.0311801 | Time: 2517.85 ms [2022-03-08 09:56:42 main:574] : INFO : Epoch 1765 | loss: 0.0311668 | val_loss: 0.0311821 | Time: 2477.73 ms [2022-03-08 09:56:44 main:574] : INFO : Epoch 1766 | loss: 0.0311661 | val_loss: 0.0311778 | Time: 2460.15 ms [2022-03-08 09:56:47 main:574] : INFO : Epoch 1767 | loss: 0.0311666 | val_loss: 0.0311782 | Time: 2500.33 ms [2022-03-08 09:56:49 main:574] : INFO : Epoch 1768 | loss: 0.0311652 | val_loss: 0.0311792 | Time: 2552.3 ms [2022-03-08 09:56:52 main:574] : INFO : Epoch 1769 | loss: 0.0311652 | val_loss: 0.0311788 | Time: 2637.73 ms [2022-03-08 09:56:55 main:574] : INFO : Epoch 1770 | loss: 0.031165 | val_loss: 0.0311797 | Time: 2601.2 ms [2022-03-08 09:56:57 main:574] : INFO : Epoch 1771 | loss: 0.0311638 | val_loss: 0.0311788 | Time: 2609.56 ms [2022-03-08 09:57:00 main:574] : INFO : Epoch 1772 | loss: 0.0311629 | val_loss: 0.0311819 | Time: 2604.74 ms [2022-03-08 09:57:02 main:574] : INFO : Epoch 1773 | loss: 0.0311643 | val_loss: 0.0311794 | Time: 2528.64 ms [2022-03-08 09:57:05 main:574] : INFO : Epoch 1774 | loss: 0.0311625 | val_loss: 0.0311791 | Time: 3003.62 ms [2022-03-08 09:57:08 main:574] : INFO : Epoch 1775 | loss: 0.0311635 | val_loss: 0.0311765 | Time: 2924.95 ms [2022-03-08 09:57:11 main:574] : INFO : Epoch 1776 | loss: 0.0311631 | val_loss: 0.0311793 | Time: 3144.76 ms [2022-03-08 09:57:14 main:574] : INFO : Epoch 1777 | loss: 0.0311664 | val_loss: 0.0311801 | Time: 2703.26 ms [2022-03-08 09:57:17 main:574] : INFO : Epoch 1778 | loss: 0.0311654 | val_loss: 0.0311812 | Time: 3016.76 ms [2022-03-08 09:57:20 main:574] : INFO : Epoch 1779 | loss: 0.0311643 | val_loss: 0.0311795 | Time: 3109.74 ms [2022-03-08 09:57:23 main:574] : INFO : Epoch 1780 | loss: 0.0311628 | val_loss: 0.0311781 | Time: 3112.42 ms [2022-03-08 09:57:26 main:574] : INFO : Epoch 1781 | loss: 0.0311625 | val_loss: 0.0311798 | Time: 2812.21 ms [2022-03-08 09:57:29 main:574] : INFO : Epoch 1782 | loss: 0.0311617 | val_loss: 0.0311794 | Time: 2854.61 ms [2022-03-08 09:57:32 main:574] : INFO : Epoch 1783 | loss: 0.0311612 | val_loss: 0.0311806 | Time: 2631.62 ms [2022-03-08 09:57:35 main:574] : INFO : Epoch 1784 | loss: 0.0311629 | val_loss: 0.0311822 | Time: 2761.95 ms [2022-03-08 09:57:37 main:574] : INFO : Epoch 1785 | loss: 0.0311622 | val_loss: 0.0311795 | Time: 2487.63 ms [2022-03-08 09:57:40 main:574] : INFO : Epoch 1786 | loss: 0.0311607 | val_loss: 0.0311804 | Time: 2606.73 ms [2022-03-08 09:57:42 main:574] : INFO : Epoch 1787 | loss: 0.0311618 | val_loss: 0.031178 | Time: 2609.46 ms [2022-03-08 09:57:45 main:574] : INFO : Epoch 1788 | loss: 0.0311617 | val_loss: 0.0311801 | Time: 2421.53 ms [2022-03-08 09:57:47 main:574] : INFO : Epoch 1789 | loss: 0.0311612 | val_loss: 0.0311804 | Time: 2423.42 ms [2022-03-08 09:57:50 main:574] : INFO : Epoch 1790 | loss: 0.0311608 | val_loss: 0.0311807 | Time: 2477.25 ms [2022-03-08 09:57:53 main:574] : INFO : Epoch 1791 | loss: 0.0311615 | val_loss: 0.0311823 | Time: 2671.72 ms [2022-03-08 09:57:55 main:574] : INFO : Epoch 1792 | loss: 0.0311618 | val_loss: 0.0311808 | Time: 2842.03 ms [2022-03-08 09:57:58 main:574] : INFO : Epoch 1793 | loss: 0.0311604 | val_loss: 0.0311801 | Time: 2413.77 ms [2022-03-08 09:58:00 main:574] : INFO : Epoch 1794 | loss: 0.0311617 | val_loss: 0.0311786 | Time: 2472.9 ms [2022-03-08 09:58:03 main:574] : INFO : Epoch 1795 | loss: 0.0311605 | val_loss: 0.0311793 | Time: 2525.4 ms [2022-03-08 09:58:05 main:574] : INFO : Epoch 1796 | loss: 0.0311612 | val_loss: 0.0311781 | Time: 2425.95 ms [2022-03-08 09:58:08 main:574] : INFO : Epoch 1797 | loss: 0.0311611 | val_loss: 0.0311833 | Time: 2453.82 ms [2022-03-08 09:58:10 main:574] : INFO : Epoch 1798 | loss: 0.0311621 | val_loss: 0.0311766 | Time: 2496.26 ms [2022-03-08 09:58:13 main:574] : INFO : Epoch 1799 | loss: 0.0311601 | val_loss: 0.0311772 | Time: 2433.69 ms [2022-03-08 09:58:15 main:574] : INFO : Epoch 1800 | loss: 0.0311611 | val_loss: 0.0311776 | Time: 2446.3 ms [2022-03-08 09:58:18 main:574] : INFO : Epoch 1801 | loss: 0.0311626 | val_loss: 0.0311783 | Time: 2453.18 ms [2022-03-08 09:58:20 main:574] : INFO : Epoch 1802 | loss: 0.0311599 | val_loss: 0.0311791 | Time: 2448.32 ms [2022-03-08 09:58:23 main:574] : INFO : Epoch 1803 | loss: 0.0311598 | val_loss: 0.0311762 | Time: 2465.3 ms [2022-03-08 09:58:25 main:574] : INFO : Epoch 1804 | loss: 0.0311627 | val_loss: 0.0311817 | Time: 2397.19 ms [2022-03-08 09:58:28 main:574] : INFO : Epoch 1805 | loss: 0.0311671 | val_loss: 0.0311759 | Time: 2474.06 ms [2022-03-08 09:58:30 main:574] : INFO : Epoch 1806 | loss: 0.0311633 | val_loss: 0.0311761 | Time: 2507.65 ms [2022-03-08 09:58:33 main:574] : INFO : Epoch 1807 | loss: 0.0311627 | val_loss: 0.0311786 | Time: 2747.91 ms [2022-03-08 09:58:36 main:574] : INFO : Epoch 1808 | loss: 0.0311635 | val_loss: 0.0311768 | Time: 2502.06 ms [2022-03-08 09:58:38 main:574] : INFO : Epoch 1809 | loss: 0.0311619 | val_loss: 0.0311777 | Time: 2516.1 ms [2022-03-08 09:58:41 main:574] : INFO : Epoch 1810 | loss: 0.0311624 | val_loss: 0.0311778 | Time: 2629.53 ms [2022-03-08 09:58:43 main:574] : INFO : Epoch 1811 | loss: 0.0311622 | val_loss: 0.0311796 | Time: 2392.89 ms [2022-03-08 09:58:46 main:574] : INFO : Epoch 1812 | loss: 0.0311623 | val_loss: 0.0311783 | Time: 2636.97 ms [2022-03-08 09:58:48 main:574] : INFO : Epoch 1813 | loss: 0.0311659 | val_loss: 0.0311775 | Time: 2411.4 ms [2022-03-08 09:58:51 main:574] : INFO : Epoch 1814 | loss: 0.031168 | val_loss: 0.0311776 | Time: 2420.5 ms [2022-03-08 09:58:54 main:574] : INFO : Epoch 1815 | loss: 0.0311675 | val_loss: 0.0311863 | Time: 2671.39 ms [2022-03-08 09:58:56 main:574] : INFO : Epoch 1816 | loss: 0.0311629 | val_loss: 0.0311785 | Time: 2467.23 ms [2022-03-08 09:58:59 main:574] : INFO : Epoch 1817 | loss: 0.0311667 | val_loss: 0.0311774 | Time: 2456.34 ms [2022-03-08 09:59:01 main:574] : INFO : Epoch 1818 | loss: 0.0311647 | val_loss: 0.0311765 | Time: 2429.26 ms [2022-03-08 09:59:03 main:574] : INFO : Epoch 1819 | loss: 0.031164 | val_loss: 0.0311806 | Time: 2395.43 ms [2022-03-08 09:59:06 main:574] : INFO : Epoch 1820 | loss: 0.0311632 | val_loss: 0.0311799 | Time: 2523.48 ms [2022-03-08 09:59:08 main:574] : INFO : Epoch 1821 | loss: 0.0311629 | val_loss: 0.0311815 | Time: 2412.11 ms [2022-03-08 09:59:11 main:574] : INFO : Epoch 1822 | loss: 0.0311618 | val_loss: 0.0311813 | Time: 2655.76 ms [2022-03-08 09:59:14 main:574] : INFO : Epoch 1823 | loss: 0.031163 | val_loss: 0.0311797 | Time: 2396.36 ms [2022-03-08 09:59:16 main:574] : INFO : Epoch 1824 | loss: 0.0311613 | val_loss: 0.0311819 | Time: 2492.54 ms [2022-03-08 09:59:19 main:574] : INFO : Epoch 1825 | loss: 0.0311616 | val_loss: 0.0311764 | Time: 2486.8 ms [2022-03-08 09:59:21 main:574] : INFO : Epoch 1826 | loss: 0.0311616 | val_loss: 0.0311802 | Time: 2517.75 ms [2022-03-08 09:59:24 main:574] : INFO : Epoch 1827 | loss: 0.0311624 | val_loss: 0.0311816 | Time: 2499.15 ms [2022-03-08 09:59:26 main:574] : INFO : Epoch 1828 | loss: 0.0311619 | val_loss: 0.0311759 | Time: 2524.89 ms [2022-03-08 09:59:29 main:574] : INFO : Epoch 1829 | loss: 0.0311635 | val_loss: 0.0311779 | Time: 2773.55 ms [2022-03-08 09:59:31 main:574] : INFO : Epoch 1830 | loss: 0.0311685 | val_loss: 0.0311847 | Time: 2362.53 ms [2022-03-08 09:59:34 main:574] : INFO : Epoch 1831 | loss: 0.0311679 | val_loss: 0.0311814 | Time: 2412.37 ms [2022-03-08 09:59:36 main:574] : INFO : Epoch 1832 | loss: 0.0311672 | val_loss: 0.0311766 | Time: 2376.68 ms [2022-03-08 09:59:39 main:574] : INFO : Epoch 1833 | loss: 0.0311634 | val_loss: 0.0311795 | Time: 2446.32 ms [2022-03-08 09:59:41 main:574] : INFO : Epoch 1834 | loss: 0.0311609 | val_loss: 0.0311804 | Time: 2477.57 ms [2022-03-08 09:59:44 main:574] : INFO : Epoch 1835 | loss: 0.031165 | val_loss: 0.0311826 | Time: 2427.07 ms [2022-03-08 09:59:46 main:574] : INFO : Epoch 1836 | loss: 0.0311617 | val_loss: 0.0311752 | Time: 2393.7 ms [2022-03-08 09:59:48 main:574] : INFO : Epoch 1837 | loss: 0.0311604 | val_loss: 0.0311746 | Time: 2389.69 ms [2022-03-08 09:59:51 main:574] : INFO : Epoch 1838 | loss: 0.0311612 | val_loss: 0.0311746 | Time: 2444.34 ms [2022-03-08 09:59:53 main:574] : INFO : Epoch 1839 | loss: 0.0311621 | val_loss: 0.0311759 | Time: 2397 ms [2022-03-08 09:59:56 main:574] : INFO : Epoch 1840 | loss: 0.0311611 | val_loss: 0.0311742 | Time: 2515.25 ms [2022-03-08 09:59:59 main:574] : INFO : Epoch 1841 | loss: 0.0311597 | val_loss: 0.0311775 | Time: 2462.09 ms [2022-03-08 10:00:01 main:574] : INFO : Epoch 1842 | loss: 0.0311626 | val_loss: 0.0311836 | Time: 2591.8 ms [2022-03-08 10:00:04 main:574] : INFO : Epoch 1843 | loss: 0.0311624 | val_loss: 0.0311743 | Time: 2620.7 ms [2022-03-08 10:00:07 main:574] : INFO : Epoch 1844 | loss: 0.0311606 | val_loss: 0.0311746 | Time: 2652.96 ms [2022-03-08 10:00:09 main:574] : INFO : Epoch 1845 | loss: 0.0311615 | val_loss: 0.031177 | Time: 2546.61 ms [2022-03-08 10:00:12 main:574] : INFO : Epoch 1846 | loss: 0.031161 | val_loss: 0.0311749 | Time: 2772.79 ms [2022-03-08 10:00:15 main:574] : INFO : Epoch 1847 | loss: 0.031161 | val_loss: 0.0311729 | Time: 2615.87 ms [2022-03-08 10:00:17 main:574] : INFO : Epoch 1848 | loss: 0.0311631 | val_loss: 0.0311738 | Time: 2550.39 ms [2022-03-08 10:00:20 main:574] : INFO : Epoch 1849 | loss: 0.0311639 | val_loss: 0.0311731 | Time: 2454.62 ms [2022-03-08 10:00:22 main:574] : INFO : Epoch 1850 | loss: 0.031161 | val_loss: 0.0311756 | Time: 2456.6 ms [2022-03-08 10:00:25 main:574] : INFO : Epoch 1851 | loss: 0.0311596 | val_loss: 0.0311738 | Time: 2449.62 ms [2022-03-08 10:00:27 main:574] : INFO : Epoch 1852 | loss: 0.0311601 | val_loss: 0.0311751 | Time: 2488.45 ms [2022-03-08 10:00:30 main:574] : INFO : Epoch 1853 | loss: 0.0311596 | val_loss: 0.0311739 | Time: 2443.85 ms [2022-03-08 10:00:32 main:574] : INFO : Epoch 1854 | loss: 0.0311592 | val_loss: 0.031174 | Time: 2453.06 ms [2022-03-08 10:00:34 main:574] : INFO : Epoch 1855 | loss: 0.0311596 | val_loss: 0.0311757 | Time: 2380.19 ms [2022-03-08 10:00:37 main:574] : INFO : Epoch 1856 | loss: 0.0311602 | val_loss: 0.0311772 | Time: 2516.78 ms [2022-03-08 10:00:40 main:574] : INFO : Epoch 1857 | loss: 0.031164 | val_loss: 0.031177 | Time: 2492.43 ms [2022-03-08 10:00:42 main:574] : INFO : Epoch 1858 | loss: 0.0311636 | val_loss: 0.0311758 | Time: 2443.29 ms [2022-03-08 10:00:44 main:574] : INFO : Epoch 1859 | loss: 0.0311628 | val_loss: 0.0311763 | Time: 2468.15 ms [2022-03-08 10:00:47 main:574] : INFO : Epoch 1860 | loss: 0.031163 | val_loss: 0.0311767 | Time: 2491.87 ms [2022-03-08 10:00:50 main:574] : INFO : Epoch 1861 | loss: 0.0311634 | val_loss: 0.0311717 | Time: 2911.68 ms [2022-03-08 10:00:53 main:574] : INFO : Epoch 1862 | loss: 0.0311601 | val_loss: 0.0311747 | Time: 2551.85 ms [2022-03-08 10:00:55 main:574] : INFO : Epoch 1863 | loss: 0.0311612 | val_loss: 0.0311715 | Time: 2482.28 ms [2022-03-08 10:00:57 main:574] : INFO : Epoch 1864 | loss: 0.0311597 | val_loss: 0.0311742 | Time: 2401.6 ms [2022-03-08 10:01:00 main:574] : INFO : Epoch 1865 | loss: 0.0311618 | val_loss: 0.0311727 | Time: 2731.12 ms [2022-03-08 10:01:03 main:574] : INFO : Epoch 1866 | loss: 0.0311613 | val_loss: 0.0311723 | Time: 2484.33 ms [2022-03-08 10:01:05 main:574] : INFO : Epoch 1867 | loss: 0.0311593 | val_loss: 0.0311724 | Time: 2417.59 ms [2022-03-08 10:01:08 main:574] : INFO : Epoch 1868 | loss: 0.0311585 | val_loss: 0.0311712 | Time: 2526.8 ms [2022-03-08 10:01:10 main:574] : INFO : Epoch 1869 | loss: 0.0311614 | val_loss: 0.0311817 | Time: 2434.11 ms [2022-03-08 10:01:13 main:574] : INFO : Epoch 1870 | loss: 0.0311634 | val_loss: 0.0311759 | Time: 2533.11 ms [2022-03-08 10:01:15 main:574] : INFO : Epoch 1871 | loss: 0.0311585 | val_loss: 0.0311759 | Time: 2480.58 ms [2022-03-08 10:01:18 main:574] : INFO : Epoch 1872 | loss: 0.031159 | val_loss: 0.0311742 | Time: 2456.99 ms [2022-03-08 10:01:20 main:574] : INFO : Epoch 1873 | loss: 0.0311587 | val_loss: 0.0311781 | Time: 2479.56 ms [2022-03-08 10:01:23 main:574] : INFO : Epoch 1874 | loss: 0.0311589 | val_loss: 0.0311734 | Time: 2425.35 ms [2022-03-08 10:01:25 main:574] : INFO : Epoch 1875 | loss: 0.0311579 | val_loss: 0.0311727 | Time: 2609.53 ms [2022-03-08 10:01:28 main:574] : INFO : Epoch 1876 | loss: 0.0311582 | val_loss: 0.0311772 | Time: 2683.04 ms [2022-03-08 10:01:31 main:574] : INFO : Epoch 1877 | loss: 0.0311565 | val_loss: 0.0311763 | Time: 2509.48 ms [2022-03-08 10:01:33 main:574] : INFO : Epoch 1878 | loss: 0.0311576 | val_loss: 0.0311732 | Time: 2467.48 ms [2022-03-08 10:01:36 main:574] : INFO : Epoch 1879 | loss: 0.0311594 | val_loss: 0.0311785 | Time: 2462.17 ms [2022-03-08 10:01:38 main:574] : INFO : Epoch 1880 | loss: 0.0311587 | val_loss: 0.0311768 | Time: 2413.59 ms [2022-03-08 10:01:40 main:574] : INFO : Epoch 1881 | loss: 0.0311586 | val_loss: 0.0311755 | Time: 2507.64 ms [2022-03-08 10:01:43 main:574] : INFO : Epoch 1882 | loss: 0.03116 | val_loss: 0.0311754 | Time: 2469.46 ms [2022-03-08 10:01:45 main:574] : INFO : Epoch 1883 | loss: 0.0311581 | val_loss: 0.0311745 | Time: 2453.65 ms [2022-03-08 10:01:48 main:574] : INFO : Epoch 1884 | loss: 0.0311587 | val_loss: 0.0311739 | Time: 2468.99 ms [2022-03-08 10:01:50 main:574] : INFO : Epoch 1885 | loss: 0.0311592 | val_loss: 0.0311769 | Time: 2440.78 ms [2022-03-08 10:01:53 main:574] : INFO : Epoch 1886 | loss: 0.0311608 | val_loss: 0.0311827 | Time: 2423.28 ms [2022-03-08 10:01:55 main:574] : INFO : Epoch 1887 | loss: 0.0311635 | val_loss: 0.0311783 | Time: 2398.22 ms [2022-03-08 10:01:58 main:574] : INFO : Epoch 1888 | loss: 0.0311648 | val_loss: 0.0311861 | Time: 2434.36 ms [2022-03-08 10:02:00 main:574] : INFO : Epoch 1889 | loss: 0.0317189 | val_loss: 0.0328742 | Time: 2403.17 ms [2022-03-08 10:02:03 main:574] : INFO : Epoch 1890 | loss: 0.0354929 | val_loss: 0.0394977 | Time: 2414.46 ms [2022-03-08 10:02:05 main:574] : INFO : Epoch 1891 | loss: 0.0395615 | val_loss: 0.0493484 | Time: 2472.18 ms [2022-03-08 10:02:08 main:574] : INFO : Epoch 1892 | loss: 0.0346304 | val_loss: 0.0321379 | Time: 2438.61 ms [2022-03-08 10:02:10 main:574] : INFO : Epoch 1893 | loss: 0.0315669 | val_loss: 0.0313698 | Time: 2759.93 ms [2022-03-08 10:02:13 main:574] : INFO : Epoch 1894 | loss: 0.0312948 | val_loss: 0.0312436 | Time: 2456.53 ms [2022-03-08 10:02:15 main:574] : INFO : Epoch 1895 | loss: 0.0312438 | val_loss: 0.0312356 | Time: 2526.21 ms [2022-03-08 10:02:18 main:574] : INFO : Epoch 1896 | loss: 0.0312301 | val_loss: 0.0312225 | Time: 2452.01 ms [2022-03-08 10:02:20 main:574] : INFO : Epoch 1897 | loss: 0.0312192 | val_loss: 0.0312121 | Time: 2546.92 ms [2022-03-08 10:02:23 main:574] : INFO : Epoch 1898 | loss: 0.0312113 | val_loss: 0.0312053 | Time: 2399.37 ms [2022-03-08 10:02:25 main:574] : INFO : Epoch 1899 | loss: 0.0312059 | val_loss: 0.0312013 | Time: 2436.08 ms [2022-03-08 10:02:28 main:574] : INFO : Epoch 1900 | loss: 0.0312014 | val_loss: 0.0311974 | Time: 2516.74 ms [2022-03-08 10:02:31 main:574] : INFO : Epoch 1901 | loss: 0.0311972 | val_loss: 0.0311941 | Time: 2475.57 ms [2022-03-08 10:02:33 main:574] : INFO : Epoch 1902 | loss: 0.0311942 | val_loss: 0.0311925 | Time: 2404.58 ms [2022-03-08 10:02:36 main:574] : INFO : Epoch 1903 | loss: 0.0311922 | val_loss: 0.0311911 | Time: 2565.68 ms [2022-03-08 10:02:38 main:574] : INFO : Epoch 1904 | loss: 0.0311901 | val_loss: 0.0311891 | Time: 2399.63 ms [2022-03-08 10:02:40 main:574] : INFO : Epoch 1905 | loss: 0.0311875 | val_loss: 0.0311876 | Time: 2378.19 ms [2022-03-08 10:02:43 main:574] : INFO : Epoch 1906 | loss: 0.031186 | val_loss: 0.031187 | Time: 2399.05 ms [2022-03-08 10:02:45 main:574] : INFO : Epoch 1907 | loss: 0.0311847 | val_loss: 0.031186 | Time: 2370.92 ms [2022-03-08 10:02:48 main:574] : INFO : Epoch 1908 | loss: 0.031182 | val_loss: 0.031184 | Time: 2381.97 ms [2022-03-08 10:02:50 main:574] : INFO : Epoch 1909 | loss: 0.0311773 | val_loss: 0.0311813 | Time: 2360.62 ms [2022-03-08 10:02:53 main:574] : INFO : Epoch 1910 | loss: 0.0311739 | val_loss: 0.0311807 | Time: 2505.47 ms [2022-03-08 10:02:55 main:574] : INFO : Epoch 1911 | loss: 0.0311726 | val_loss: 0.0311814 | Time: 2411.22 ms [2022-03-08 10:02:57 main:574] : INFO : Epoch 1912 | loss: 0.0311702 | val_loss: 0.0311787 | Time: 2430.72 ms [2022-03-08 10:03:00 main:574] : INFO : Epoch 1913 | loss: 0.0311695 | val_loss: 0.0311766 | Time: 2407.47 ms [2022-03-08 10:03:02 main:574] : INFO : Epoch 1914 | loss: 0.0311693 | val_loss: 0.0311777 | Time: 2471.82 ms [2022-03-08 10:03:05 main:574] : INFO : Epoch 1915 | loss: 0.0311683 | val_loss: 0.0311778 | Time: 2418.78 ms [2022-03-08 10:03:07 main:574] : INFO : Epoch 1916 | loss: 0.0311678 | val_loss: 0.0311831 | Time: 2344.44 ms [2022-03-08 10:03:10 main:574] : INFO : Epoch 1917 | loss: 0.0311714 | val_loss: 0.0311803 | Time: 2377.81 ms [2022-03-08 10:03:12 main:574] : INFO : Epoch 1918 | loss: 0.0311685 | val_loss: 0.0311769 | Time: 2468.63 ms [2022-03-08 10:03:15 main:574] : INFO : Epoch 1919 | loss: 0.0311673 | val_loss: 0.0311776 | Time: 2651.97 ms [2022-03-08 10:03:18 main:574] : INFO : Epoch 1920 | loss: 0.0311669 | val_loss: 0.0311773 | Time: 3031.4 ms [2022-03-08 10:03:20 main:574] : INFO : Epoch 1921 | loss: 0.0311662 | val_loss: 0.0311781 | Time: 2399.26 ms [2022-03-08 10:03:23 main:574] : INFO : Epoch 1922 | loss: 0.0311662 | val_loss: 0.0311761 | Time: 2332.11 ms [2022-03-08 10:03:25 main:574] : INFO : Epoch 1923 | loss: 0.0311654 | val_loss: 0.0311748 | Time: 2402.56 ms [2022-03-08 10:03:28 main:574] : INFO : Epoch 1924 | loss: 0.0311656 | val_loss: 0.0311742 | Time: 2385.22 ms [2022-03-08 10:03:30 main:574] : INFO : Epoch 1925 | loss: 0.0311656 | val_loss: 0.031174 | Time: 2388.49 ms [2022-03-08 10:03:32 main:574] : INFO : Epoch 1926 | loss: 0.0311644 | val_loss: 0.031175 | Time: 2468.79 ms [2022-03-08 10:03:35 main:574] : INFO : Epoch 1927 | loss: 0.0311643 | val_loss: 0.0311759 | Time: 2482.91 ms [2022-03-08 10:03:37 main:574] : INFO : Epoch 1928 | loss: 0.0311648 | val_loss: 0.0311755 | Time: 2491.2 ms [2022-03-08 10:03:40 main:574] : INFO : Epoch 1929 | loss: 0.0311635 | val_loss: 0.0311762 | Time: 2398.61 ms [2022-03-08 10:03:42 main:574] : INFO : Epoch 1930 | loss: 0.0311631 | val_loss: 0.0311776 | Time: 2529.74 ms [2022-03-08 10:03:45 main:574] : INFO : Epoch 1931 | loss: 0.0311642 | val_loss: 0.0311734 | Time: 2385.86 ms [2022-03-08 10:03:47 main:574] : INFO : Epoch 1932 | loss: 0.0311635 | val_loss: 0.0311736 | Time: 2395.35 ms [2022-03-08 10:03:50 main:574] : INFO : Epoch 1933 | loss: 0.0311629 | val_loss: 0.0311724 | Time: 2413.57 ms [2022-03-08 10:03:53 main:574] : INFO : Epoch 1934 | loss: 0.0311626 | val_loss: 0.0311728 | Time: 2547.72 ms [2022-03-08 10:03:55 main:574] : INFO : Epoch 1935 | loss: 0.0311619 | val_loss: 0.0311717 | Time: 2419.15 ms [2022-03-08 10:03:57 main:574] : INFO : Epoch 1936 | loss: 0.0311625 | val_loss: 0.0311734 | Time: 2412.59 ms [2022-03-08 10:04:00 main:574] : INFO : Epoch 1937 | loss: 0.0311621 | val_loss: 0.0311731 | Time: 2699.33 ms [2022-03-08 10:04:03 main:574] : INFO : Epoch 1938 | loss: 0.0311618 | val_loss: 0.0311727 | Time: 2956.98 ms [2022-03-08 10:04:06 main:574] : INFO : Epoch 1939 | loss: 0.0311611 | val_loss: 0.031172 | Time: 2409.76 ms [2022-03-08 10:04:08 main:574] : INFO : Epoch 1940 | loss: 0.0311609 | val_loss: 0.0311712 | Time: 2757.62 ms [2022-03-08 10:04:11 main:574] : INFO : Epoch 1941 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 2668.26 ms [2022-03-08 10:04:14 main:574] : INFO : Epoch 1942 | loss: 0.0311607 | val_loss: 0.0311737 | Time: 2546.17 ms [2022-03-08 10:04:16 main:574] : INFO : Epoch 1943 | loss: 0.0311605 | val_loss: 0.0311712 | Time: 2396.55 ms [2022-03-08 10:04:19 main:574] : INFO : Epoch 1944 | loss: 0.031161 | val_loss: 0.0311724 | Time: 2361.69 ms [2022-03-08 10:04:21 main:574] : INFO : Epoch 1945 | loss: 0.0311611 | val_loss: 0.0311729 | Time: 2388.66 ms [2022-03-08 10:04:23 main:574] : INFO : Epoch 1946 | loss: 0.0311619 | val_loss: 0.0311727 | Time: 2402.85 ms [2022-03-08 10:04:26 main:574] : INFO : Epoch 1947 | loss: 0.0311622 | val_loss: 0.0311723 | Time: 2450.66 ms [2022-03-08 10:04:28 main:574] : INFO : Epoch 1948 | loss: 0.0311634 | val_loss: 0.0311717 | Time: 2435.81 ms [2022-03-08 10:04:31 main:574] : INFO : Epoch 1949 | loss: 0.0311625 | val_loss: 0.0311722 | Time: 2421.84 ms [2022-03-08 10:04:34 main:574] : INFO : Epoch 1950 | loss: 0.0311621 | val_loss: 0.0311724 | Time: 2629.73 ms [2022-03-08 10:04:36 main:574] : INFO : Epoch 1951 | loss: 0.0311634 | val_loss: 0.0311712 | Time: 2697.07 ms [2022-03-08 10:04:39 main:574] : INFO : Epoch 1952 | loss: 0.0311618 | val_loss: 0.0311701 | Time: 2403.97 ms [2022-03-08 10:04:41 main:574] : INFO : Epoch 1953 | loss: 0.031161 | val_loss: 0.0311707 | Time: 2386.72 ms [2022-03-08 10:04:44 main:574] : INFO : Epoch 1954 | loss: 0.0311603 | val_loss: 0.0311707 | Time: 2457.11 ms [2022-03-08 10:04:46 main:574] : INFO : Epoch 1955 | loss: 0.0311605 | val_loss: 0.0311717 | Time: 2398.05 ms [2022-03-08 10:04:48 main:574] : INFO : Epoch 1956 | loss: 0.03116 | val_loss: 0.0311712 | Time: 2479.11 ms [2022-03-08 10:04:51 main:574] : INFO : Epoch 1957 | loss: 0.0311597 | val_loss: 0.0311726 | Time: 2526.15 ms [2022-03-08 10:04:54 main:574] : INFO : Epoch 1958 | loss: 0.0311592 | val_loss: 0.0311713 | Time: 2494.54 ms [2022-03-08 10:04:56 main:574] : INFO : Epoch 1959 | loss: 0.0311587 | val_loss: 0.0311723 | Time: 2446.96 ms [2022-03-08 10:04:59 main:574] : INFO : Epoch 1960 | loss: 0.031159 | val_loss: 0.0311741 | Time: 2519.9 ms [2022-03-08 10:05:01 main:574] : INFO : Epoch 1961 | loss: 0.0311595 | val_loss: 0.0311729 | Time: 2534.52 ms [2022-03-08 10:05:04 main:574] : INFO : Epoch 1962 | loss: 0.0311598 | val_loss: 0.0311746 | Time: 2471.28 ms [2022-03-08 10:05:06 main:574] : INFO : Epoch 1963 | loss: 0.0311612 | val_loss: 0.0311737 | Time: 2479.85 ms [2022-03-08 10:05:09 main:574] : INFO : Epoch 1964 | loss: 0.0311612 | val_loss: 0.0311722 | Time: 2496.59 ms [2022-03-08 10:05:11 main:574] : INFO : Epoch 1965 | loss: 0.0311597 | val_loss: 0.031175 | Time: 2464.71 ms [2022-03-08 10:05:14 main:574] : INFO : Epoch 1966 | loss: 0.0311591 | val_loss: 0.0311708 | Time: 2473.5 ms [2022-03-08 10:05:16 main:574] : INFO : Epoch 1967 | loss: 0.031159 | val_loss: 0.0311718 | Time: 2493.85 ms [2022-03-08 10:05:19 main:574] : INFO : Epoch 1968 | loss: 0.0311585 | val_loss: 0.031173 | Time: 2546.52 ms [2022-03-08 10:05:21 main:574] : INFO : Epoch 1969 | loss: 0.0311598 | val_loss: 0.0311727 | Time: 2507.9 ms [2022-03-08 10:05:24 main:574] : INFO : Epoch 1970 | loss: 0.0311595 | val_loss: 0.0311722 | Time: 2928.77 ms [2022-03-08 10:05:27 main:574] : INFO : Epoch 1971 | loss: 0.0311725 | val_loss: 0.0311807 | Time: 2473.06 ms [2022-03-08 10:05:29 main:574] : INFO : Epoch 1972 | loss: 0.0311792 | val_loss: 0.0311802 | Time: 2448.27 ms [2022-03-08 10:05:32 main:574] : INFO : Epoch 1973 | loss: 0.0311771 | val_loss: 0.0311786 | Time: 2473.56 ms [2022-03-08 10:05:34 main:574] : INFO : Epoch 1974 | loss: 0.0311725 | val_loss: 0.0311747 | Time: 2453.88 ms [2022-03-08 10:05:37 main:574] : INFO : Epoch 1975 | loss: 0.0311693 | val_loss: 0.0311737 | Time: 2570.54 ms [2022-03-08 10:05:39 main:574] : INFO : Epoch 1976 | loss: 0.0311681 | val_loss: 0.0311731 | Time: 2499.5 ms [2022-03-08 10:05:42 main:574] : INFO : Epoch 1977 | loss: 0.0311682 | val_loss: 0.0311719 | Time: 2432.23 ms [2022-03-08 10:05:44 main:574] : INFO : Epoch 1978 | loss: 0.0311675 | val_loss: 0.0311733 | Time: 2526.31 ms [2022-03-08 10:05:47 main:574] : INFO : Epoch 1979 | loss: 0.0311684 | val_loss: 0.0311732 | Time: 2469.64 ms [2022-03-08 10:05:49 main:574] : INFO : Epoch 1980 | loss: 0.031168 | val_loss: 0.0311762 | Time: 2429.16 ms [2022-03-08 10:05:52 main:574] : INFO : Epoch 1981 | loss: 0.0311677 | val_loss: 0.0311729 | Time: 2542.73 ms [2022-03-08 10:05:54 main:574] : INFO : Epoch 1982 | loss: 0.0311657 | val_loss: 0.0311713 | Time: 2441.28 ms [2022-03-08 10:05:57 main:574] : INFO : Epoch 1983 | loss: 0.0311652 | val_loss: 0.0311708 | Time: 2443.95 ms [2022-03-08 10:06:00 main:574] : INFO : Epoch 1984 | loss: 0.0311652 | val_loss: 0.0311701 | Time: 2686.41 ms [2022-03-08 10:06:02 main:574] : INFO : Epoch 1985 | loss: 0.0311636 | val_loss: 0.0311713 | Time: 2512.56 ms [2022-03-08 10:06:05 main:574] : INFO : Epoch 1986 | loss: 0.0311638 | val_loss: 0.0311702 | Time: 2513.06 ms [2022-03-08 10:06:07 main:574] : INFO : Epoch 1987 | loss: 0.0311644 | val_loss: 0.0311707 | Time: 2624.01 ms [2022-03-08 10:06:10 main:574] : INFO : Epoch 1988 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 2515.78 ms [2022-03-08 10:06:13 main:574] : INFO : Epoch 1989 | loss: 0.0311628 | val_loss: 0.0311713 | Time: 2595.79 ms [2022-03-08 10:06:15 main:574] : INFO : Epoch 1990 | loss: 0.0311623 | val_loss: 0.0311708 | Time: 2472.29 ms [2022-03-08 10:06:18 main:574] : INFO : Epoch 1991 | loss: 0.0311626 | val_loss: 0.0311707 | Time: 2459.27 ms [2022-03-08 10:06:20 main:574] : INFO : Epoch 1992 | loss: 0.0311625 | val_loss: 0.0311745 | Time: 2495.21 ms [2022-03-08 10:06:23 main:574] : INFO : Epoch 1993 | loss: 0.031162 | val_loss: 0.0311712 | Time: 2438.03 ms [2022-03-08 10:06:25 main:574] : INFO : Epoch 1994 | loss: 0.0311622 | val_loss: 0.031172 | Time: 2545.66 ms [2022-03-08 10:06:28 main:574] : INFO : Epoch 1995 | loss: 0.0311619 | val_loss: 0.0311742 | Time: 2424.65 ms [2022-03-08 10:06:30 main:574] : INFO : Epoch 1996 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 2503.02 ms [2022-03-08 10:06:33 main:574] : INFO : Epoch 1997 | loss: 0.0311625 | val_loss: 0.031173 | Time: 2495.74 ms [2022-03-08 10:06:35 main:574] : INFO : Epoch 1998 | loss: 0.0311628 | val_loss: 0.031174 | Time: 2451.78 ms [2022-03-08 10:06:38 main:574] : INFO : Epoch 1999 | loss: 0.0311623 | val_loss: 0.0311729 | Time: 2438.39 ms [2022-03-08 10:06:41 main:574] : INFO : Epoch 2000 | loss: 0.0311616 | val_loss: 0.031173 | Time: 2689.44 ms [2022-03-08 10:06:43 main:574] : INFO : Epoch 2001 | loss: 0.0311616 | val_loss: 0.0311719 | Time: 2399.17 ms [2022-03-08 10:06:46 main:574] : INFO : Epoch 2002 | loss: 0.0311608 | val_loss: 0.0311727 | Time: 2654.65 ms [2022-03-08 10:06:48 main:574] : INFO : Epoch 2003 | loss: 0.0311613 | val_loss: 0.0311728 | Time: 2761.76 ms [2022-03-08 10:06:51 main:574] : INFO : Epoch 2004 | loss: 0.0311618 | val_loss: 0.0311729 | Time: 2818.96 ms [2022-03-08 10:06:54 main:574] : INFO : Epoch 2005 | loss: 0.0311608 | val_loss: 0.031174 | Time: 2877.03 ms [2022-03-08 10:06:57 main:574] : INFO : Epoch 2006 | loss: 0.0311618 | val_loss: 0.0311749 | Time: 2706.84 ms [2022-03-08 10:07:00 main:574] : INFO : Epoch 2007 | loss: 0.0311606 | val_loss: 0.0311723 | Time: 2632.84 ms [2022-03-08 10:07:02 main:574] : INFO : Epoch 2008 | loss: 0.0311605 | val_loss: 0.0311735 | Time: 2874.33 ms [2022-03-08 10:07:05 main:574] : INFO : Epoch 2009 | loss: 0.0311625 | val_loss: 0.0311732 | Time: 2825.12 ms [2022-03-08 10:07:08 main:574] : INFO : Epoch 2010 | loss: 0.0311643 | val_loss: 0.0311739 | Time: 2487.78 ms [2022-03-08 10:07:11 main:574] : INFO : Epoch 2011 | loss: 0.0311624 | val_loss: 0.0311734 | Time: 2689.47 ms [2022-03-08 10:07:14 main:574] : INFO : Epoch 2012 | loss: 0.0311637 | val_loss: 0.0311722 | Time: 2899.34 ms [2022-03-08 10:07:16 main:574] : INFO : Epoch 2013 | loss: 0.031164 | val_loss: 0.0311736 | Time: 2464.2 ms [2022-03-08 10:07:19 main:574] : INFO : Epoch 2014 | loss: 0.0311625 | val_loss: 0.0311724 | Time: 2641.42 ms [2022-03-08 10:07:21 main:574] : INFO : Epoch 2015 | loss: 0.0311622 | val_loss: 0.0311698 | Time: 2615.8 ms [2022-03-08 10:07:25 main:574] : INFO : Epoch 2016 | loss: 0.0311616 | val_loss: 0.0311729 | Time: 3170.26 ms [2022-03-08 10:07:27 main:574] : INFO : Epoch 2017 | loss: 0.0311617 | val_loss: 0.0311701 | Time: 2839.11 ms [2022-03-08 10:07:30 main:574] : INFO : Epoch 2018 | loss: 0.0311615 | val_loss: 0.0311724 | Time: 2907.5 ms [2022-03-08 10:07:34 main:574] : INFO : Epoch 2019 | loss: 0.0311629 | val_loss: 0.0311709 | Time: 3375.09 ms [2022-03-08 10:07:36 main:574] : INFO : Epoch 2020 | loss: 0.0311596 | val_loss: 0.0311713 | Time: 2592.48 ms [2022-03-08 10:07:39 main:574] : INFO : Epoch 2021 | loss: 0.0311598 | val_loss: 0.0311704 | Time: 2922.2 ms [2022-03-08 10:07:42 main:574] : INFO : Epoch 2022 | loss: 0.0311592 | val_loss: 0.0311713 | Time: 2862.36 ms [2022-03-08 10:07:45 main:574] : INFO : Epoch 2023 | loss: 0.031159 | val_loss: 0.0311718 | Time: 2836.15 ms [2022-03-08 10:07:48 main:574] : INFO : Epoch 2024 | loss: 0.0311597 | val_loss: 0.0311714 | Time: 2777.21 ms [2022-03-08 10:07:51 main:574] : INFO : Epoch 2025 | loss: 0.0311599 | val_loss: 0.0311703 | Time: 2856.09 ms [2022-03-08 10:07:54 main:574] : INFO : Epoch 2026 | loss: 0.03116 | val_loss: 0.0311707 | Time: 2804.24 ms [2022-03-08 10:07:57 main:574] : INFO : Epoch 2027 | loss: 0.0311592 | val_loss: 0.0311708 | Time: 3165.24 ms [2022-03-08 10:08:00 main:574] : INFO : Epoch 2028 | loss: 0.0311592 | val_loss: 0.0311713 | Time: 3068 ms [2022-03-08 10:08:03 main:574] : INFO : Epoch 2029 | loss: 0.0311588 | val_loss: 0.0311708 | Time: 3255.81 ms [2022-03-08 10:08:07 main:574] : INFO : Epoch 2030 | loss: 0.0311582 | val_loss: 0.0311708 | Time: 3566.64 ms [2022-03-08 10:08:10 main:574] : INFO : Epoch 2031 | loss: 0.0311584 | val_loss: 0.0311732 | Time: 3078.01 ms [2022-03-08 10:08:13 main:574] : INFO : Epoch 2032 | loss: 0.0311589 | val_loss: 0.0311714 | Time: 3317.38 ms [2022-03-08 10:08:17 main:574] : INFO : Epoch 2033 | loss: 0.0311583 | val_loss: 0.0311707 | Time: 3155.51 ms [2022-03-08 10:08:20 main:574] : INFO : Epoch 2034 | loss: 0.0311596 | val_loss: 0.031173 | Time: 3286.47 ms [2022-03-08 10:08:23 main:574] : INFO : Epoch 2035 | loss: 0.0311579 | val_loss: 0.0311745 | Time: 3139.47 ms [2022-03-08 10:08:26 main:574] : INFO : Epoch 2036 | loss: 0.0311606 | val_loss: 0.0311736 | Time: 2862.5 ms [2022-03-08 10:08:29 main:574] : INFO : Epoch 2037 | loss: 0.0311608 | val_loss: 0.031174 | Time: 3124.77 ms [2022-03-08 10:08:32 main:574] : INFO : Epoch 2038 | loss: 0.0311587 | val_loss: 0.0311716 | Time: 3059.2 ms [2022-03-08 10:08:36 main:574] : INFO : Epoch 2039 | loss: 0.0311573 | val_loss: 0.0311739 | Time: 3378.2 ms [2022-03-08 10:08:39 main:574] : INFO : Epoch 2040 | loss: 0.0311589 | val_loss: 0.0311727 | Time: 3220.83 ms [2022-03-08 10:08:42 main:574] : INFO : Epoch 2041 | loss: 0.0311594 | val_loss: 0.0311724 | Time: 3245.56 ms [2022-03-08 10:08:45 main:574] : INFO : Epoch 2042 | loss: 0.0311594 | val_loss: 0.0311702 | Time: 2925.54 ms [2022-03-08 10:08:48 main:574] : INFO : Epoch 2043 | loss: 0.0311582 | val_loss: 0.0311702 | Time: 3187.13 ms [2022-03-08 10:08:51 main:574] : INFO : Epoch 2044 | loss: 0.0311574 | val_loss: 0.0311708 | Time: 3110.68 ms [2022-03-08 10:08:55 main:574] : INFO : Epoch 2045 | loss: 0.0311581 | val_loss: 0.0311716 | Time: 3455.8 ms [2022-03-08 10:08:59 main:574] : INFO : Epoch 2046 | loss: 0.0311579 | val_loss: 0.0311709 | Time: 3550.81 ms [2022-03-08 10:09:02 main:574] : INFO : Epoch 2047 | loss: 0.0311601 | val_loss: 0.0311725 | Time: 3738.85 ms [2022-03-08 10:09:06 main:574] : INFO : Epoch 2048 | loss: 0.0311601 | val_loss: 0.0311726 | Time: 3493.48 ms [2022-03-08 10:09:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311726 [2022-03-08 10:09:06 main:603] : INFO : Saving end state to config to file [2022-03-08 10:09:06 main:608] : INFO : Success, exiting.. 10:09:06 (12140): 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)