Task 5528691
| Name | ParityMachine-1624574156-18704-2_0 |
| Workunit | 3382882 |
| Created | 29 Jun 2021, 3:39:59 UTC |
| Sent | 4 Jul 2021, 22:36:54 UTC |
| Report deadline | 11 Jul 2021, 22:36:54 UTC |
| Received | 5 Jul 2021, 13:22:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7283 |
| Run time | 1 hours 23 min 58 sec |
| CPU time | 1 hours 23 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,411.27 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.41 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311287 | val_loss: 0.0311645 | Time: 2526.06 ms
[2021-07-05 15:01:15 main:574] : INFO : Epoch 1543 | loss: 0.0311302 | val_loss: 0.0311725 | Time: 2414.33 ms
[2021-07-05 15:01:17 main:574] : INFO : Epoch 1544 | loss: 0.0311326 | val_loss: 0.0311708 | Time: 2357.22 ms
[2021-07-05 15:01:20 main:574] : INFO : Epoch 1545 | loss: 0.0311853 | val_loss: 0.0323692 | Time: 2368.61 ms
[2021-07-05 15:01:22 main:574] : INFO : Epoch 1546 | loss: 0.0349513 | val_loss: 0.0329447 | Time: 2408.89 ms
[2021-07-05 15:01:25 main:574] : INFO : Epoch 1547 | loss: 0.0316386 | val_loss: 0.031392 | Time: 2440.25 ms
[2021-07-05 15:01:27 main:574] : INFO : Epoch 1548 | loss: 0.0313017 | val_loss: 0.0312624 | Time: 2473.78 ms
[2021-07-05 15:01:29 main:574] : INFO : Epoch 1549 | loss: 0.0312537 | val_loss: 0.0312446 | Time: 2442.71 ms
[2021-07-05 15:01:32 main:574] : INFO : Epoch 1550 | loss: 0.0312406 | val_loss: 0.0312366 | Time: 2405.93 ms
[2021-07-05 15:01:34 main:574] : INFO : Epoch 1551 | loss: 0.0312319 | val_loss: 0.0312239 | Time: 2462.65 ms
[2021-07-05 15:01:37 main:574] : INFO : Epoch 1552 | loss: 0.0312102 | val_loss: 0.0311995 | Time: 2465.68 ms
[2021-07-05 15:01:39 main:574] : INFO : Epoch 1553 | loss: 0.0311928 | val_loss: 0.0311906 | Time: 2452.97 ms
[2021-07-05 15:01:42 main:574] : INFO : Epoch 1554 | loss: 0.031184 | val_loss: 0.0311886 | Time: 2456.13 ms
[2021-07-05 15:01:44 main:574] : INFO : Epoch 1555 | loss: 0.0311854 | val_loss: 0.031182 | Time: 2453.72 ms
[2021-07-05 15:01:47 main:574] : INFO : Epoch 1556 | loss: 0.0311793 | val_loss: 0.0311807 | Time: 2491.91 ms
[2021-07-05 15:01:49 main:574] : INFO : Epoch 1557 | loss: 0.031178 | val_loss: 0.0311804 | Time: 2471.21 ms
[2021-07-05 15:01:52 main:574] : INFO : Epoch 1558 | loss: 0.031183 | val_loss: 0.0311945 | Time: 2453.01 ms
[2021-07-05 15:01:54 main:574] : INFO : Epoch 1559 | loss: 0.03118 | val_loss: 0.0311812 | Time: 2461.19 ms
[2021-07-05 15:01:57 main:574] : INFO : Epoch 1560 | loss: 0.0311756 | val_loss: 0.0311757 | Time: 2468.57 ms
[2021-07-05 15:01:59 main:574] : INFO : Epoch 1561 | loss: 0.0311717 | val_loss: 0.031174 | Time: 2532.17 ms
[2021-07-05 15:02:02 main:574] : INFO : Epoch 1562 | loss: 0.031172 | val_loss: 0.0311735 | Time: 2495.31 ms
[2021-07-05 15:02:04 main:574] : INFO : Epoch 1563 | loss: 0.0311699 | val_loss: 0.0311723 | Time: 2495.51 ms
[2021-07-05 15:02:07 main:574] : INFO : Epoch 1564 | loss: 0.0311696 | val_loss: 0.0311725 | Time: 2480.71 ms
[2021-07-05 15:02:09 main:574] : INFO : Epoch 1565 | loss: 0.0311715 | val_loss: 0.0311789 | Time: 2468.14 ms
[2021-07-05 15:02:12 main:574] : INFO : Epoch 1566 | loss: 0.0311756 | val_loss: 0.0311746 | Time: 2447.83 ms
[2021-07-05 15:02:14 main:574] : INFO : Epoch 1567 | loss: 0.0311697 | val_loss: 0.0311719 | Time: 2479.48 ms
[2021-07-05 15:02:16 main:574] : INFO : Epoch 1568 | loss: 0.0311721 | val_loss: 0.0311814 | Time: 2435.62 ms
[2021-07-05 15:02:19 main:574] : INFO : Epoch 1569 | loss: 0.0311697 | val_loss: 0.0311746 | Time: 2444.34 ms
[2021-07-05 15:02:21 main:574] : INFO : Epoch 1570 | loss: 0.0311679 | val_loss: 0.0311703 | Time: 2500.59 ms
[2021-07-05 15:02:24 main:574] : INFO : Epoch 1571 | loss: 0.0311687 | val_loss: 0.0311703 | Time: 2461.09 ms
[2021-07-05 15:02:26 main:574] : INFO : Epoch 1572 | loss: 0.0311669 | val_loss: 0.0311703 | Time: 2556.88 ms
[2021-07-05 15:02:29 main:574] : INFO : Epoch 1573 | loss: 0.0311686 | val_loss: 0.0311708 | Time: 2441.07 ms
[2021-07-05 15:02:31 main:574] : INFO : Epoch 1574 | loss: 0.0311674 | val_loss: 0.0311713 | Time: 2509.45 ms
[2021-07-05 15:02:34 main:574] : INFO : Epoch 1575 | loss: 0.0311689 | val_loss: 0.0311716 | Time: 2438.37 ms
[2021-07-05 15:02:36 main:574] : INFO : Epoch 1576 | loss: 0.0311672 | val_loss: 0.0311727 | Time: 2518.32 ms
[2021-07-05 15:02:39 main:574] : INFO : Epoch 1577 | loss: 0.0311678 | val_loss: 0.0311704 | Time: 2443.16 ms
[2021-07-05 15:02:41 main:574] : INFO : Epoch 1578 | loss: 0.0311664 | val_loss: 0.0311707 | Time: 2463.28 ms
[2021-07-05 15:02:44 main:574] : INFO : Epoch 1579 | loss: 0.0311702 | val_loss: 0.0311731 | Time: 2439.16 ms
[2021-07-05 15:02:46 main:574] : INFO : Epoch 1580 | loss: 0.0311676 | val_loss: 0.03117 | Time: 2508.17 ms
[2021-07-05 15:02:49 main:574] : INFO : Epoch 1581 | loss: 0.0311707 | val_loss: 0.0311699 | Time: 2419.09 ms
[2021-07-05 15:02:51 main:574] : INFO : Epoch 1582 | loss: 0.0311675 | val_loss: 0.0311703 | Time: 2488.47 ms
[2021-07-05 15:02:54 main:574] : INFO : Epoch 1583 | loss: 0.0311657 | val_loss: 0.0311711 | Time: 2432.06 ms
[2021-07-05 15:02:56 main:574] : INFO : Epoch 1584 | loss: 0.0311665 | val_loss: 0.031175 | Time: 2442.52 ms
[2021-07-05 15:02:59 main:574] : INFO : Epoch 1585 | loss: 0.0311677 | val_loss: 0.0311692 | Time: 2529.22 ms
[2021-07-05 15:03:01 main:574] : INFO : Epoch 1586 | loss: 0.0311664 | val_loss: 0.031175 | Time: 2410.83 ms
[2021-07-05 15:03:03 main:574] : INFO : Epoch 1587 | loss: 0.0311662 | val_loss: 0.0311689 | Time: 2393.69 ms
[2021-07-05 15:03:06 main:574] : INFO : Epoch 1588 | loss: 0.0311663 | val_loss: 0.031176 | Time: 2392.92 ms
[2021-07-05 15:03:08 main:574] : INFO : Epoch 1589 | loss: 0.0311664 | val_loss: 0.0311696 | Time: 2494.58 ms
[2021-07-05 15:03:11 main:574] : INFO : Epoch 1590 | loss: 0.0311681 | val_loss: 0.0311718 | Time: 2421.64 ms
[2021-07-05 15:03:13 main:574] : INFO : Epoch 1591 | loss: 0.0311661 | val_loss: 0.0311757 | Time: 2488.09 ms
[2021-07-05 15:03:16 main:574] : INFO : Epoch 1592 | loss: 0.0311664 | val_loss: 0.031169 | Time: 2537.7 ms
[2021-07-05 15:03:18 main:574] : INFO : Epoch 1593 | loss: 0.0311674 | val_loss: 0.031177 | Time: 2367.82 ms
[2021-07-05 15:03:21 main:574] : INFO : Epoch 1594 | loss: 0.0311725 | val_loss: 0.0311691 | Time: 2440.75 ms
[2021-07-05 15:03:23 main:574] : INFO : Epoch 1595 | loss: 0.031167 | val_loss: 0.0311694 | Time: 2436.97 ms
[2021-07-05 15:03:26 main:574] : INFO : Epoch 1596 | loss: 0.0311687 | val_loss: 0.0311738 | Time: 2509.41 ms
[2021-07-05 15:03:28 main:574] : INFO : Epoch 1597 | loss: 0.0311645 | val_loss: 0.0311685 | Time: 2502.01 ms
[2021-07-05 15:03:31 main:574] : INFO : Epoch 1598 | loss: 0.0311669 | val_loss: 0.0311728 | Time: 2504.15 ms
[2021-07-05 15:03:33 main:574] : INFO : Epoch 1599 | loss: 0.0311668 | val_loss: 0.0311699 | Time: 2478.24 ms
[2021-07-05 15:03:36 main:574] : INFO : Epoch 1600 | loss: 0.0311638 | val_loss: 0.03117 | Time: 2475.69 ms
[2021-07-05 15:03:38 main:574] : INFO : Epoch 1601 | loss: 0.0311657 | val_loss: 0.0311692 | Time: 2501.82 ms
[2021-07-05 15:03:41 main:574] : INFO : Epoch 1602 | loss: 0.0311695 | val_loss: 0.0311703 | Time: 2462.92 ms
[2021-07-05 15:03:43 main:574] : INFO : Epoch 1603 | loss: 0.0311668 | val_loss: 0.0311695 | Time: 2429.37 ms
[2021-07-05 15:03:45 main:574] : INFO : Epoch 1604 | loss: 0.0311637 | val_loss: 0.0311764 | Time: 2474.22 ms
[2021-07-05 15:03:48 main:574] : INFO : Epoch 1605 | loss: 0.0311669 | val_loss: 0.0311709 | Time: 2423.64 ms
[2021-07-05 15:03:50 main:574] : INFO : Epoch 1606 | loss: 0.0311655 | val_loss: 0.0311703 | Time: 2505.12 ms
[2021-07-05 15:03:53 main:574] : INFO : Epoch 1607 | loss: 0.0311668 | val_loss: 0.0311684 | Time: 2426.18 ms
[2021-07-05 15:03:55 main:574] : INFO : Epoch 1608 | loss: 0.0311706 | val_loss: 0.0311687 | Time: 2518.31 ms
[2021-07-05 15:03:58 main:574] : INFO : Epoch 1609 | loss: 0.031167 | val_loss: 0.0311695 | Time: 2488.54 ms
[2021-07-05 15:04:00 main:574] : INFO : Epoch 1610 | loss: 0.0311637 | val_loss: 0.0311682 | Time: 2442.33 ms
[2021-07-05 15:04:03 main:574] : INFO : Epoch 1611 | loss: 0.0311641 | val_loss: 0.0311696 | Time: 2468 ms
[2021-07-05 15:04:05 main:574] : INFO : Epoch 1612 | loss: 0.0311626 | val_loss: 0.0311677 | Time: 2449 ms
[2021-07-05 15:04:08 main:574] : INFO : Epoch 1613 | loss: 0.0311625 | val_loss: 0.0311695 | Time: 2469.63 ms
[2021-07-05 15:04:10 main:574] : INFO : Epoch 1614 | loss: 0.0311636 | val_loss: 0.0311688 | Time: 2509.13 ms
[2021-07-05 15:04:13 main:574] : INFO : Epoch 1615 | loss: 0.0311619 | val_loss: 0.0311698 | Time: 2380 ms
[2021-07-05 15:04:15 main:574] : INFO : Epoch 1616 | loss: 0.0311631 | val_loss: 0.0311684 | Time: 2478.71 ms
[2021-07-05 15:04:18 main:574] : INFO : Epoch 1617 | loss: 0.0311624 | val_loss: 0.0311689 | Time: 2476.99 ms
[2021-07-05 15:04:20 main:574] : INFO : Epoch 1618 | loss: 0.0311633 | val_loss: 0.0311682 | Time: 2394.44 ms
[2021-07-05 15:04:22 main:574] : INFO : Epoch 1619 | loss: 0.0311615 | val_loss: 0.0311694 | Time: 2334.26 ms
[2021-07-05 15:04:25 main:574] : INFO : Epoch 1620 | loss: 0.0311618 | val_loss: 0.0311689 | Time: 2496.54 ms
[2021-07-05 15:04:27 main:574] : INFO : Epoch 1621 | loss: 0.0311616 | val_loss: 0.0311723 | Time: 2482.85 ms
[2021-07-05 15:04:30 main:574] : INFO : Epoch 1622 | loss: 0.0311614 | val_loss: 0.0311689 | Time: 2422.7 ms
[2021-07-05 15:04:32 main:574] : INFO : Epoch 1623 | loss: 0.0311615 | val_loss: 0.0311684 | Time: 2442.68 ms
[2021-07-05 15:04:35 main:574] : INFO : Epoch 1624 | loss: 0.0311608 | val_loss: 0.0311696 | Time: 2480.27 ms
[2021-07-05 15:04:37 main:574] : INFO : Epoch 1625 | loss: 0.0311608 | val_loss: 0.0311702 | Time: 2471.32 ms
[2021-07-05 15:04:40 main:574] : INFO : Epoch 1626 | loss: 0.0311609 | val_loss: 0.0311704 | Time: 2527.22 ms
[2021-07-05 15:04:42 main:574] : INFO : Epoch 1627 | loss: 0.0311615 | val_loss: 0.0311711 | Time: 2500.03 ms
[2021-07-05 15:04:45 main:574] : INFO : Epoch 1628 | loss: 0.0311626 | val_loss: 0.0311682 | Time: 2444.48 ms
[2021-07-05 15:04:47 main:574] : INFO : Epoch 1629 | loss: 0.0311629 | val_loss: 0.0311714 | Time: 2495.52 ms
[2021-07-05 15:04:50 main:574] : INFO : Epoch 1630 | loss: 0.0311613 | val_loss: 0.031168 | Time: 2500.2 ms
[2021-07-05 15:04:52 main:574] : INFO : Epoch 1631 | loss: 0.0311605 | val_loss: 0.0311711 | Time: 2437.88 ms
[2021-07-05 15:04:54 main:574] : INFO : Epoch 1632 | loss: 0.0311618 | val_loss: 0.0311682 | Time: 2379.7 ms
[2021-07-05 15:04:57 main:574] : INFO : Epoch 1633 | loss: 0.0311617 | val_loss: 0.0311684 | Time: 2402.5 ms
[2021-07-05 15:04:59 main:574] : INFO : Epoch 1634 | loss: 0.0311604 | val_loss: 0.0311732 | Time: 2483.79 ms
[2021-07-05 15:05:02 main:574] : INFO : Epoch 1635 | loss: 0.0311607 | val_loss: 0.0311693 | Time: 2425.51 ms
[2021-07-05 15:05:04 main:574] : INFO : Epoch 1636 | loss: 0.0311605 | val_loss: 0.031175 | Time: 2441.92 ms
[2021-07-05 15:05:07 main:574] : INFO : Epoch 1637 | loss: 0.0311625 | val_loss: 0.0311693 | Time: 2407.13 ms
[2021-07-05 15:05:09 main:574] : INFO : Epoch 1638 | loss: 0.0311609 | val_loss: 0.0311688 | Time: 2555 ms
[2021-07-05 15:05:12 main:574] : INFO : Epoch 1639 | loss: 0.0311611 | val_loss: 0.0311721 | Time: 2391.02 ms
[2021-07-05 15:05:14 main:574] : INFO : Epoch 1640 | loss: 0.0311623 | val_loss: 0.031169 | Time: 2482.43 ms
[2021-07-05 15:05:17 main:574] : INFO : Epoch 1641 | loss: 0.0311632 | val_loss: 0.0311817 | Time: 2503.19 ms
[2021-07-05 15:05:19 main:574] : INFO : Epoch 1642 | loss: 0.0311653 | val_loss: 0.0311749 | Time: 2516.22 ms
[2021-07-05 15:05:22 main:574] : INFO : Epoch 1643 | loss: 0.0311655 | val_loss: 0.0311714 | Time: 2474.52 ms
[2021-07-05 15:05:24 main:574] : INFO : Epoch 1644 | loss: 0.0311676 | val_loss: 0.0311711 | Time: 2469.74 ms
[2021-07-05 15:05:27 main:574] : INFO : Epoch 1645 | loss: 0.03117 | val_loss: 0.031186 | Time: 2551.51 ms
[2021-07-05 15:05:29 main:574] : INFO : Epoch 1646 | loss: 0.0311632 | val_loss: 0.0311693 | Time: 2438.28 ms
[2021-07-05 15:05:32 main:574] : INFO : Epoch 1647 | loss: 0.0311593 | val_loss: 0.031169 | Time: 2501.29 ms
[2021-07-05 15:05:34 main:574] : INFO : Epoch 1648 | loss: 0.0311617 | val_loss: 0.0311778 | Time: 2515.48 ms
[2021-07-05 15:05:37 main:574] : INFO : Epoch 1649 | loss: 0.0311614 | val_loss: 0.0311701 | Time: 2477.09 ms
[2021-07-05 15:05:39 main:574] : INFO : Epoch 1650 | loss: 0.0311605 | val_loss: 0.0311711 | Time: 2436.95 ms
[2021-07-05 15:05:41 main:574] : INFO : Epoch 1651 | loss: 0.031163 | val_loss: 0.0311709 | Time: 2434.74 ms
[2021-07-05 15:05:44 main:574] : INFO : Epoch 1652 | loss: 0.0311601 | val_loss: 0.031173 | Time: 2448.01 ms
[2021-07-05 15:05:46 main:574] : INFO : Epoch 1653 | loss: 0.0311586 | val_loss: 0.0311748 | Time: 2402.5 ms
[2021-07-05 15:05:49 main:574] : INFO : Epoch 1654 | loss: 0.0311573 | val_loss: 0.0311693 | Time: 2461.2 ms
[2021-07-05 15:05:51 main:574] : INFO : Epoch 1655 | loss: 0.0311561 | val_loss: 0.0311688 | Time: 2515 ms
[2021-07-05 15:05:54 main:574] : INFO : Epoch 1656 | loss: 0.031161 | val_loss: 0.0311691 | Time: 2438.79 ms
[2021-07-05 15:05:56 main:574] : INFO : Epoch 1657 | loss: 0.0311579 | val_loss: 0.0311692 | Time: 2515.83 ms
[2021-07-05 15:05:59 main:574] : INFO : Epoch 1658 | loss: 0.0311569 | val_loss: 0.0311707 | Time: 2481.73 ms
[2021-07-05 15:06:01 main:574] : INFO : Epoch 1659 | loss: 0.0311567 | val_loss: 0.0311691 | Time: 2438.91 ms
[2021-07-05 15:06:04 main:574] : INFO : Epoch 1660 | loss: 0.031157 | val_loss: 0.0311755 | Time: 2496.73 ms
[2021-07-05 15:06:06 main:574] : INFO : Epoch 1661 | loss: 0.0311589 | val_loss: 0.0311667 | Time: 2511.87 ms
[2021-07-05 15:06:09 main:574] : INFO : Epoch 1662 | loss: 0.0311596 | val_loss: 0.0311655 | Time: 2436.36 ms
[2021-07-05 15:06:11 main:574] : INFO : Epoch 1663 | loss: 0.0311567 | val_loss: 0.0311661 | Time: 2372.08 ms
[2021-07-05 15:06:14 main:574] : INFO : Epoch 1664 | loss: 0.0311576 | val_loss: 0.0311786 | Time: 2464.56 ms
[2021-07-05 15:06:15 main:574] : INFO : Epoch 1665 | loss: 0.0311614 | val_loss: 0.0311707 | Time: 1616.8 ms
[2021-07-05 15:06:17 main:574] : INFO : Epoch 1666 | loss: 0.0311586 | val_loss: 0.0311646 | Time: 1687.37 ms
[2021-07-05 15:06:18 main:574] : INFO : Epoch 1667 | loss: 0.0311601 | val_loss: 0.0311803 | Time: 1671.85 ms
[2021-07-05 15:06:20 main:574] : INFO : Epoch 1668 | loss: 0.0311573 | val_loss: 0.0311647 | Time: 1613.67 ms
[2021-07-05 15:06:22 main:574] : INFO : Epoch 1669 | loss: 0.0311592 | val_loss: 0.0311666 | Time: 1795.52 ms
[2021-07-05 15:06:24 main:574] : INFO : Epoch 1670 | loss: 0.0311544 | val_loss: 0.0311655 | Time: 2462.25 ms
[2021-07-05 15:06:27 main:574] : INFO : Epoch 1671 | loss: 0.0311552 | val_loss: 0.0311641 | Time: 2446.2 ms
[2021-07-05 15:06:29 main:574] : INFO : Epoch 1672 | loss: 0.0311547 | val_loss: 0.0311644 | Time: 2536.17 ms
[2021-07-05 15:06:32 main:574] : INFO : Epoch 1673 | loss: 0.0311557 | val_loss: 0.0311864 | Time: 2432.56 ms
[2021-07-05 15:06:34 main:574] : INFO : Epoch 1674 | loss: 0.0311569 | val_loss: 0.0311683 | Time: 2479.89 ms
[2021-07-05 15:06:37 main:574] : INFO : Epoch 1675 | loss: 0.0311517 | val_loss: 0.031167 | Time: 2485.96 ms
[2021-07-05 15:06:39 main:574] : INFO : Epoch 1676 | loss: 0.0311527 | val_loss: 0.0311681 | Time: 2451.51 ms
[2021-07-05 15:06:42 main:574] : INFO : Epoch 1677 | loss: 0.031153 | val_loss: 0.031172 | Time: 2429.61 ms
[2021-07-05 15:06:44 main:574] : INFO : Epoch 1678 | loss: 0.0311553 | val_loss: 0.031162 | Time: 2455.97 ms
[2021-07-05 15:06:47 main:574] : INFO : Epoch 1679 | loss: 0.0311562 | val_loss: 0.0311644 | Time: 2435.47 ms
[2021-07-05 15:06:49 main:574] : INFO : Epoch 1680 | loss: 0.0311587 | val_loss: 0.0311677 | Time: 2458.53 ms
[2021-07-05 15:06:52 main:574] : INFO : Epoch 1681 | loss: 0.0311541 | val_loss: 0.0311631 | Time: 2487.83 ms
[2021-07-05 15:06:54 main:574] : INFO : Epoch 1682 | loss: 0.0311567 | val_loss: 0.0311654 | Time: 2416.45 ms
[2021-07-05 15:06:56 main:574] : INFO : Epoch 1683 | loss: 0.0311546 | val_loss: 0.031166 | Time: 2427.76 ms
[2021-07-05 15:06:59 main:574] : INFO : Epoch 1684 | loss: 0.0311512 | val_loss: 0.0311671 | Time: 2444.23 ms
[2021-07-05 15:07:01 main:574] : INFO : Epoch 1685 | loss: 0.0311508 | val_loss: 0.0311632 | Time: 2458.06 ms
[2021-07-05 15:07:04 main:574] : INFO : Epoch 1686 | loss: 0.0311515 | val_loss: 0.0311637 | Time: 2412.38 ms
[2021-07-05 15:07:06 main:574] : INFO : Epoch 1687 | loss: 0.0311508 | val_loss: 0.0311646 | Time: 2438.88 ms
[2021-07-05 15:07:09 main:574] : INFO : Epoch 1688 | loss: 0.0311506 | val_loss: 0.0311669 | Time: 2389.71 ms
[2021-07-05 15:07:11 main:574] : INFO : Epoch 1689 | loss: 0.03115 | val_loss: 0.0311647 | Time: 2386.19 ms
[2021-07-05 15:07:13 main:574] : INFO : Epoch 1690 | loss: 0.0311527 | val_loss: 0.0311637 | Time: 2425.76 ms
[2021-07-05 15:07:16 main:574] : INFO : Epoch 1691 | loss: 0.0311531 | val_loss: 0.0311629 | Time: 2463.71 ms
[2021-07-05 15:07:18 main:574] : INFO : Epoch 1692 | loss: 0.0311503 | val_loss: 0.0311634 | Time: 2371.65 ms
[2021-07-05 15:07:21 main:574] : INFO : Epoch 1693 | loss: 0.0311536 | val_loss: 0.0311629 | Time: 2495.3 ms
[2021-07-05 15:07:23 main:574] : INFO : Epoch 1694 | loss: 0.0311549 | val_loss: 0.0311636 | Time: 2457.24 ms
[2021-07-05 15:07:26 main:574] : INFO : Epoch 1695 | loss: 0.0311551 | val_loss: 0.0311695 | Time: 2460.66 ms
[2021-07-05 15:07:28 main:574] : INFO : Epoch 1696 | loss: 0.0311571 | val_loss: 0.0311681 | Time: 2462.86 ms
[2021-07-05 15:07:31 main:574] : INFO : Epoch 1697 | loss: 0.0311543 | val_loss: 0.0311643 | Time: 2378.17 ms
[2021-07-05 15:07:33 main:574] : INFO : Epoch 1698 | loss: 0.0311528 | val_loss: 0.031164 | Time: 2373.87 ms
[2021-07-05 15:07:35 main:574] : INFO : Epoch 1699 | loss: 0.0311512 | val_loss: 0.0311628 | Time: 2448.79 ms
[2021-07-05 15:07:38 main:574] : INFO : Epoch 1700 | loss: 0.0311518 | val_loss: 0.0311626 | Time: 2419.55 ms
[2021-07-05 15:07:40 main:574] : INFO : Epoch 1701 | loss: 0.0311521 | val_loss: 0.0311863 | Time: 2532.67 ms
[2021-07-05 15:07:43 main:574] : INFO : Epoch 1702 | loss: 0.0311596 | val_loss: 0.0311679 | Time: 2440.61 ms
[2021-07-05 15:07:45 main:574] : INFO : Epoch 1703 | loss: 0.0311488 | val_loss: 0.0311654 | Time: 2461.21 ms
[2021-07-05 15:07:48 main:574] : INFO : Epoch 1704 | loss: 0.031149 | val_loss: 0.0311651 | Time: 2426.5 ms
[2021-07-05 15:07:50 main:574] : INFO : Epoch 1705 | loss: 0.0311494 | val_loss: 0.031165 | Time: 2404.79 ms
[2021-07-05 15:07:52 main:574] : INFO : Epoch 1706 | loss: 0.0311499 | val_loss: 0.0311628 | Time: 2376.2 ms
[2021-07-05 15:07:55 main:574] : INFO : Epoch 1707 | loss: 0.0311491 | val_loss: 0.0311669 | Time: 2447.01 ms
[2021-07-05 15:07:57 main:574] : INFO : Epoch 1708 | loss: 0.0311504 | val_loss: 0.0311643 | Time: 2428.83 ms
[2021-07-05 15:08:00 main:574] : INFO : Epoch 1709 | loss: 0.0311501 | val_loss: 0.0311668 | Time: 2500.39 ms
[2021-07-05 15:08:02 main:574] : INFO : Epoch 1710 | loss: 0.0311503 | val_loss: 0.0311779 | Time: 2431.31 ms
[2021-07-05 15:08:05 main:574] : INFO : Epoch 1711 | loss: 0.0311518 | val_loss: 0.0311685 | Time: 2480.01 ms
[2021-07-05 15:08:07 main:574] : INFO : Epoch 1712 | loss: 0.0311485 | val_loss: 0.0311677 | Time: 2499.52 ms
[2021-07-05 15:08:10 main:574] : INFO : Epoch 1713 | loss: 0.031148 | val_loss: 0.0311702 | Time: 2461.07 ms
[2021-07-05 15:08:12 main:574] : INFO : Epoch 1714 | loss: 0.0311518 | val_loss: 0.0311801 | Time: 2503.03 ms
[2021-07-05 15:08:15 main:574] : INFO : Epoch 1715 | loss: 0.0311517 | val_loss: 0.0311675 | Time: 2527.45 ms
[2021-07-05 15:08:17 main:574] : INFO : Epoch 1716 | loss: 0.0311505 | val_loss: 0.0311678 | Time: 2465.07 ms
[2021-07-05 15:08:20 main:574] : INFO : Epoch 1717 | loss: 0.0311476 | val_loss: 0.0311692 | Time: 2408.66 ms
[2021-07-05 15:08:22 main:574] : INFO : Epoch 1718 | loss: 0.031149 | val_loss: 0.0311686 | Time: 2509.08 ms
[2021-07-05 15:08:25 main:574] : INFO : Epoch 1719 | loss: 0.0311502 | val_loss: 0.0311685 | Time: 2435.03 ms
[2021-07-05 15:08:27 main:574] : INFO : Epoch 1720 | loss: 0.0311484 | val_loss: 0.0311682 | Time: 2505.91 ms
[2021-07-05 15:08:30 main:574] : INFO : Epoch 1721 | loss: 0.0311468 | val_loss: 0.0311673 | Time: 2524.44 ms
[2021-07-05 15:08:32 main:574] : INFO : Epoch 1722 | loss: 0.0311469 | val_loss: 0.0311686 | Time: 2501.42 ms
[2021-07-05 15:08:35 main:574] : INFO : Epoch 1723 | loss: 0.0311486 | val_loss: 0.0311709 | Time: 2495.41 ms
[2021-07-05 15:08:37 main:574] : INFO : Epoch 1724 | loss: 0.0311477 | val_loss: 0.0311658 | Time: 2490.92 ms
[2021-07-05 15:08:40 main:574] : INFO : Epoch 1725 | loss: 0.0311482 | val_loss: 0.0311652 | Time: 2487.25 ms
[2021-07-05 15:08:42 main:574] : INFO : Epoch 1726 | loss: 0.0311477 | val_loss: 0.0311678 | Time: 2478.54 ms
[2021-07-05 15:08:45 main:574] : INFO : Epoch 1727 | loss: 0.031149 | val_loss: 0.0311665 | Time: 2431.17 ms
[2021-07-05 15:08:47 main:574] : INFO : Epoch 1728 | loss: 0.0311503 | val_loss: 0.0311699 | Time: 2435.72 ms
[2021-07-05 15:08:50 main:574] : INFO : Epoch 1729 | loss: 0.0311501 | val_loss: 0.0311723 | Time: 2473.48 ms
[2021-07-05 15:08:52 main:574] : INFO : Epoch 1730 | loss: 0.0311488 | val_loss: 0.0311664 | Time: 2457.46 ms
[2021-07-05 15:08:54 main:574] : INFO : Epoch 1731 | loss: 0.0311471 | val_loss: 0.0311664 | Time: 2455.64 ms
[2021-07-05 15:08:57 main:574] : INFO : Epoch 1732 | loss: 0.0311463 | val_loss: 0.0311655 | Time: 2427.36 ms
[2021-07-05 15:08:59 main:574] : INFO : Epoch 1733 | loss: 0.0311496 | val_loss: 0.0311645 | Time: 2426.58 ms
[2021-07-05 15:09:02 main:574] : INFO : Epoch 1734 | loss: 0.0311499 | val_loss: 0.0311644 | Time: 2400.87 ms
[2021-07-05 15:09:04 main:574] : INFO : Epoch 1735 | loss: 0.0311506 | val_loss: 0.0311627 | Time: 2457.19 ms
[2021-07-05 15:09:07 main:574] : INFO : Epoch 1736 | loss: 0.0311486 | val_loss: 0.031166 | Time: 2467.87 ms
[2021-07-05 15:09:09 main:574] : INFO : Epoch 1737 | loss: 0.0311471 | val_loss: 0.0311699 | Time: 2528.49 ms
[2021-07-05 15:09:12 main:574] : INFO : Epoch 1738 | loss: 0.031149 | val_loss: 0.0311711 | Time: 2515.7 ms
[2021-07-05 15:09:14 main:574] : INFO : Epoch 1739 | loss: 0.031149 | val_loss: 0.0311643 | Time: 2491.68 ms
[2021-07-05 15:09:17 main:574] : INFO : Epoch 1740 | loss: 0.031146 | val_loss: 0.0311638 | Time: 2474.2 ms
[2021-07-05 15:09:19 main:574] : INFO : Epoch 1741 | loss: 0.0311464 | val_loss: 0.0311626 | Time: 2450.59 ms
[2021-07-05 15:09:22 main:574] : INFO : Epoch 1742 | loss: 0.0311472 | val_loss: 0.0311653 | Time: 2426.49 ms
[2021-07-05 15:09:24 main:574] : INFO : Epoch 1743 | loss: 0.0311469 | val_loss: 0.0311669 | Time: 2481.53 ms
[2021-07-05 15:09:26 main:574] : INFO : Epoch 1744 | loss: 0.0311457 | val_loss: 0.0311648 | Time: 2433.79 ms
[2021-07-05 15:09:29 main:574] : INFO : Epoch 1745 | loss: 0.0311454 | val_loss: 0.031164 | Time: 2419.86 ms
[2021-07-05 15:09:31 main:574] : INFO : Epoch 1746 | loss: 0.0311464 | val_loss: 0.0311667 | Time: 2435.49 ms
[2021-07-05 15:09:34 main:574] : INFO : Epoch 1747 | loss: 0.0311449 | val_loss: 0.031167 | Time: 2468.78 ms
[2021-07-05 15:09:36 main:574] : INFO : Epoch 1748 | loss: 0.0311466 | val_loss: 0.0311684 | Time: 2428.11 ms
[2021-07-05 15:09:39 main:574] : INFO : Epoch 1749 | loss: 0.0311472 | val_loss: 0.0311679 | Time: 2420.67 ms
[2021-07-05 15:09:41 main:574] : INFO : Epoch 1750 | loss: 0.0311486 | val_loss: 0.0311691 | Time: 2415.43 ms
[2021-07-05 15:09:43 main:574] : INFO : Epoch 1751 | loss: 0.0311478 | val_loss: 0.0311734 | Time: 2354.16 ms
[2021-07-05 15:09:46 main:574] : INFO : Epoch 1752 | loss: 0.0311478 | val_loss: 0.031164 | Time: 2454.17 ms
[2021-07-05 15:09:48 main:574] : INFO : Epoch 1753 | loss: 0.0311453 | val_loss: 0.0311696 | Time: 2408.34 ms
[2021-07-05 15:09:51 main:574] : INFO : Epoch 1754 | loss: 0.031155 | val_loss: 0.0311638 | Time: 2503.49 ms
[2021-07-05 15:09:53 main:574] : INFO : Epoch 1755 | loss: 0.0311477 | val_loss: 0.0311702 | Time: 2467.28 ms
[2021-07-05 15:09:56 main:574] : INFO : Epoch 1756 | loss: 0.03115 | val_loss: 0.0311707 | Time: 2494.27 ms
[2021-07-05 15:09:58 main:574] : INFO : Epoch 1757 | loss: 0.0311487 | val_loss: 0.0311659 | Time: 2518.68 ms
[2021-07-05 15:10:01 main:574] : INFO : Epoch 1758 | loss: 0.0311483 | val_loss: 0.0311635 | Time: 2495.3 ms
[2021-07-05 15:10:03 main:574] : INFO : Epoch 1759 | loss: 0.0311474 | val_loss: 0.0311662 | Time: 2481.48 ms
[2021-07-05 15:10:06 main:574] : INFO : Epoch 1760 | loss: 0.0311472 | val_loss: 0.0311657 | Time: 2423.02 ms
[2021-07-05 15:10:08 main:574] : INFO : Epoch 1761 | loss: 0.0311488 | val_loss: 0.0311653 | Time: 2485.17 ms
[2021-07-05 15:10:11 main:574] : INFO : Epoch 1762 | loss: 0.0311495 | val_loss: 0.0311689 | Time: 2359.49 ms
[2021-07-05 15:10:13 main:574] : INFO : Epoch 1763 | loss: 0.0311507 | val_loss: 0.0311715 | Time: 2460.44 ms
[2021-07-05 15:10:16 main:574] : INFO : Epoch 1764 | loss: 0.0311469 | val_loss: 0.0311658 | Time: 2561.47 ms
[2021-07-05 15:10:18 main:574] : INFO : Epoch 1765 | loss: 0.0311464 | val_loss: 0.031165 | Time: 2426.82 ms
[2021-07-05 15:10:21 main:574] : INFO : Epoch 1766 | loss: 0.0311461 | val_loss: 0.0311742 | Time: 2461.54 ms
[2021-07-05 15:10:23 main:574] : INFO : Epoch 1767 | loss: 0.0311513 | val_loss: 0.0311698 | Time: 2465.35 ms
[2021-07-05 15:10:26 main:574] : INFO : Epoch 1768 | loss: 0.0311475 | val_loss: 0.0311638 | Time: 2517.05 ms
[2021-07-05 15:10:28 main:574] : INFO : Epoch 1769 | loss: 0.0311478 | val_loss: 0.031167 | Time: 2483.18 ms
[2021-07-05 15:10:30 main:574] : INFO : Epoch 1770 | loss: 0.0311486 | val_loss: 0.0311667 | Time: 2425.29 ms
[2021-07-05 15:10:33 main:574] : INFO : Epoch 1771 | loss: 0.0311457 | val_loss: 0.0311659 | Time: 2490.67 ms
[2021-07-05 15:10:35 main:574] : INFO : Epoch 1772 | loss: 0.0311526 | val_loss: 0.0311715 | Time: 2526.07 ms
[2021-07-05 15:10:38 main:574] : INFO : Epoch 1773 | loss: 0.0311503 | val_loss: 0.0311678 | Time: 2518.42 ms
[2021-07-05 15:10:41 main:574] : INFO : Epoch 1774 | loss: 0.0311463 | val_loss: 0.0311635 | Time: 2517.9 ms
[2021-07-05 15:10:43 main:574] : INFO : Epoch 1775 | loss: 0.0311457 | val_loss: 0.0311664 | Time: 2486.89 ms
[2021-07-05 15:10:45 main:574] : INFO : Epoch 1776 | loss: 0.0311475 | val_loss: 0.0311652 | Time: 2476.84 ms
[2021-07-05 15:10:48 main:574] : INFO : Epoch 1777 | loss: 0.0311462 | val_loss: 0.0311643 | Time: 2466.87 ms
[2021-07-05 15:10:51 main:574] : INFO : Epoch 1778 | loss: 0.031148 | val_loss: 0.0311731 | Time: 2504.62 ms
[2021-07-05 15:10:53 main:574] : INFO : Epoch 1779 | loss: 0.0311488 | val_loss: 0.0311731 | Time: 2394.27 ms
[2021-07-05 15:10:55 main:574] : INFO : Epoch 1780 | loss: 0.0311453 | val_loss: 0.0311628 | Time: 2431.4 ms
[2021-07-05 15:10:58 main:574] : INFO : Epoch 1781 | loss: 0.0311438 | val_loss: 0.0311713 | Time: 2522.17 ms
[2021-07-05 15:11:00 main:574] : INFO : Epoch 1782 | loss: 0.0311448 | val_loss: 0.0311663 | Time: 2503.1 ms
[2021-07-05 15:11:03 main:574] : INFO : Epoch 1783 | loss: 0.0311465 | val_loss: 0.031166 | Time: 2453.16 ms
[2021-07-05 15:11:05 main:574] : INFO : Epoch 1784 | loss: 0.0311441 | val_loss: 0.0311641 | Time: 2477.67 ms
[2021-07-05 15:11:08 main:574] : INFO : Epoch 1785 | loss: 0.0311425 | val_loss: 0.031166 | Time: 2465.82 ms
[2021-07-05 15:11:10 main:574] : INFO : Epoch 1786 | loss: 0.0311452 | val_loss: 0.0311683 | Time: 2469.57 ms
[2021-07-05 15:11:13 main:574] : INFO : Epoch 1787 | loss: 0.0311473 | val_loss: 0.031166 | Time: 2497.97 ms
[2021-07-05 15:11:15 main:574] : INFO : Epoch 1788 | loss: 0.031142 | val_loss: 0.0311651 | Time: 2488.88 ms
[2021-07-05 15:11:18 main:574] : INFO : Epoch 1789 | loss: 0.0311417 | val_loss: 0.0311648 | Time: 2471.86 ms
[2021-07-05 15:11:20 main:574] : INFO : Epoch 1790 | loss: 0.0311476 | val_loss: 0.0311687 | Time: 2485.21 ms
[2021-07-05 15:11:23 main:574] : INFO : Epoch 1791 | loss: 0.0311538 | val_loss: 0.0311685 | Time: 2485.16 ms
[2021-07-05 15:11:25 main:574] : INFO : Epoch 1792 | loss: 0.0311484 | val_loss: 0.0311673 | Time: 2495.94 ms
[2021-07-05 15:11:28 main:574] : INFO : Epoch 1793 | loss: 0.0311469 | val_loss: 0.0311707 | Time: 2506.75 ms
[2021-07-05 15:11:30 main:574] : INFO : Epoch 1794 | loss: 0.0311433 | val_loss: 0.0311682 | Time: 2446.2 ms
[2021-07-05 15:11:33 main:574] : INFO : Epoch 1795 | loss: 0.0311438 | val_loss: 0.0311664 | Time: 2434.79 ms
[2021-07-05 15:11:35 main:574] : INFO : Epoch 1796 | loss: 0.0311486 | val_loss: 0.0311635 | Time: 2383.79 ms
[2021-07-05 15:11:37 main:574] : INFO : Epoch 1797 | loss: 0.031152 | val_loss: 0.0311622 | Time: 2351.1 ms
[2021-07-05 15:11:40 main:574] : INFO : Epoch 1798 | loss: 0.0311514 | val_loss: 0.0311691 | Time: 2439.15 ms
[2021-07-05 15:11:42 main:574] : INFO : Epoch 1799 | loss: 0.031151 | val_loss: 0.0311657 | Time: 2379.68 ms
[2021-07-05 15:11:45 main:574] : INFO : Epoch 1800 | loss: 0.0311478 | val_loss: 0.0311617 | Time: 2475.5 ms
[2021-07-05 15:11:47 main:574] : INFO : Epoch 1801 | loss: 0.0311469 | val_loss: 0.0311626 | Time: 2421.59 ms
[2021-07-05 15:11:50 main:574] : INFO : Epoch 1802 | loss: 0.031145 | val_loss: 0.0311654 | Time: 2377.33 ms
[2021-07-05 15:11:52 main:574] : INFO : Epoch 1803 | loss: 0.0311447 | val_loss: 0.0311636 | Time: 2440.16 ms
[2021-07-05 15:11:54 main:574] : INFO : Epoch 1804 | loss: 0.031144 | val_loss: 0.0311649 | Time: 2445.88 ms
[2021-07-05 15:11:57 main:574] : INFO : Epoch 1805 | loss: 0.0311447 | val_loss: 0.0311651 | Time: 2431.12 ms
[2021-07-05 15:11:59 main:574] : INFO : Epoch 1806 | loss: 0.0311465 | val_loss: 0.0311652 | Time: 2420.44 ms
[2021-07-05 15:12:02 main:574] : INFO : Epoch 1807 | loss: 0.0311464 | val_loss: 0.0311651 | Time: 2415.08 ms
[2021-07-05 15:12:04 main:574] : INFO : Epoch 1808 | loss: 0.0311463 | val_loss: 0.0311681 | Time: 2406.19 ms
[2021-07-05 15:12:07 main:574] : INFO : Epoch 1809 | loss: 0.0311455 | val_loss: 0.0311618 | Time: 2424.84 ms
[2021-07-05 15:12:09 main:574] : INFO : Epoch 1810 | loss: 0.0311467 | val_loss: 0.0311653 | Time: 2455.49 ms
[2021-07-05 15:12:11 main:574] : INFO : Epoch 1811 | loss: 0.0311495 | val_loss: 0.03117 | Time: 2491.41 ms
[2021-07-05 15:12:14 main:574] : INFO : Epoch 1812 | loss: 0.0311471 | val_loss: 0.0311757 | Time: 2484.26 ms
[2021-07-05 15:12:16 main:574] : INFO : Epoch 1813 | loss: 0.0311455 | val_loss: 0.0311661 | Time: 2479.46 ms
[2021-07-05 15:12:19 main:574] : INFO : Epoch 1814 | loss: 0.0311419 | val_loss: 0.0311737 | Time: 2425.21 ms
[2021-07-05 15:12:21 main:574] : INFO : Epoch 1815 | loss: 0.0311415 | val_loss: 0.0311677 | Time: 2378.43 ms
[2021-07-05 15:12:24 main:574] : INFO : Epoch 1816 | loss: 0.0311414 | val_loss: 0.0311662 | Time: 2451.36 ms
[2021-07-05 15:12:26 main:574] : INFO : Epoch 1817 | loss: 0.0311406 | val_loss: 0.0311651 | Time: 2443.2 ms
[2021-07-05 15:12:29 main:574] : INFO : Epoch 1818 | loss: 0.0311413 | val_loss: 0.0311699 | Time: 2475.96 ms
[2021-07-05 15:12:31 main:574] : INFO : Epoch 1819 | loss: 0.0311411 | val_loss: 0.0311637 | Time: 2449.79 ms
[2021-07-05 15:12:34 main:574] : INFO : Epoch 1820 | loss: 0.0311423 | val_loss: 0.0311645 | Time: 2530.86 ms
[2021-07-05 15:12:36 main:574] : INFO : Epoch 1821 | loss: 0.0311424 | val_loss: 0.0311634 | Time: 2445.72 ms
[2021-07-05 15:12:39 main:574] : INFO : Epoch 1822 | loss: 0.0311434 | val_loss: 0.0311714 | Time: 2489.36 ms
[2021-07-05 15:12:41 main:574] : INFO : Epoch 1823 | loss: 0.031143 | val_loss: 0.0311644 | Time: 2473.42 ms
[2021-07-05 15:12:44 main:574] : INFO : Epoch 1824 | loss: 0.0311417 | val_loss: 0.031166 | Time: 2547.83 ms
[2021-07-05 15:12:46 main:574] : INFO : Epoch 1825 | loss: 0.031142 | val_loss: 0.0311665 | Time: 2458.53 ms
[2021-07-05 15:12:49 main:574] : INFO : Epoch 1826 | loss: 0.0311436 | val_loss: 0.0311689 | Time: 2470.49 ms
[2021-07-05 15:12:51 main:574] : INFO : Epoch 1827 | loss: 0.0311426 | val_loss: 0.0311681 | Time: 2432.51 ms
[2021-07-05 15:12:53 main:574] : INFO : Epoch 1828 | loss: 0.031142 | val_loss: 0.0311655 | Time: 2431.16 ms
[2021-07-05 15:12:56 main:574] : INFO : Epoch 1829 | loss: 0.0311424 | val_loss: 0.0311652 | Time: 2471.3 ms
[2021-07-05 15:12:58 main:574] : INFO : Epoch 1830 | loss: 0.0311429 | val_loss: 0.0311661 | Time: 2516.01 ms
[2021-07-05 15:13:01 main:574] : INFO : Epoch 1831 | loss: 0.0311416 | val_loss: 0.0311636 | Time: 2471.19 ms
[2021-07-05 15:13:03 main:574] : INFO : Epoch 1832 | loss: 0.0311415 | val_loss: 0.0311641 | Time: 2470.26 ms
[2021-07-05 15:13:06 main:574] : INFO : Epoch 1833 | loss: 0.0311421 | val_loss: 0.0311678 | Time: 2420.1 ms
[2021-07-05 15:13:08 main:574] : INFO : Epoch 1834 | loss: 0.0311405 | val_loss: 0.0311667 | Time: 2479.76 ms
[2021-07-05 15:13:11 main:574] : INFO : Epoch 1835 | loss: 0.0311409 | val_loss: 0.0311632 | Time: 2476.05 ms
[2021-07-05 15:13:13 main:574] : INFO : Epoch 1836 | loss: 0.0311417 | val_loss: 0.0311653 | Time: 2394.73 ms
[2021-07-05 15:13:16 main:574] : INFO : Epoch 1837 | loss: 0.0311393 | val_loss: 0.0311682 | Time: 2347.44 ms
[2021-07-05 15:13:18 main:574] : INFO : Epoch 1838 | loss: 0.0311449 | val_loss: 0.0311662 | Time: 2494.21 ms
[2021-07-05 15:13:20 main:574] : INFO : Epoch 1839 | loss: 0.0311433 | val_loss: 0.0311654 | Time: 2418.24 ms
[2021-07-05 15:13:23 main:574] : INFO : Epoch 1840 | loss: 0.0311454 | val_loss: 0.0311784 | Time: 2401.78 ms
[2021-07-05 15:13:25 main:574] : INFO : Epoch 1841 | loss: 0.0311432 | val_loss: 0.0311717 | Time: 2491.99 ms
[2021-07-05 15:13:28 main:574] : INFO : Epoch 1842 | loss: 0.0311422 | val_loss: 0.0311668 | Time: 2474.33 ms
[2021-07-05 15:13:30 main:574] : INFO : Epoch 1843 | loss: 0.0311398 | val_loss: 0.031168 | Time: 2461.88 ms
[2021-07-05 15:13:33 main:574] : INFO : Epoch 1844 | loss: 0.0311394 | val_loss: 0.0311648 | Time: 2441.65 ms
[2021-07-05 15:13:35 main:574] : INFO : Epoch 1845 | loss: 0.0311421 | val_loss: 0.0311607 | Time: 2500.68 ms
[2021-07-05 15:13:38 main:574] : INFO : Epoch 1846 | loss: 0.0311434 | val_loss: 0.0311617 | Time: 2441.34 ms
[2021-07-05 15:13:40 main:574] : INFO : Epoch 1847 | loss: 0.0311424 | val_loss: 0.0311632 | Time: 2524.32 ms
[2021-07-05 15:13:43 main:574] : INFO : Epoch 1848 | loss: 0.0311426 | val_loss: 0.0311666 | Time: 2477.16 ms
[2021-07-05 15:13:45 main:574] : INFO : Epoch 1849 | loss: 0.0311464 | val_loss: 0.0311703 | Time: 2489.63 ms
[2021-07-05 15:13:48 main:574] : INFO : Epoch 1850 | loss: 0.031142 | val_loss: 0.0311623 | Time: 2398.12 ms
[2021-07-05 15:13:50 main:574] : INFO : Epoch 1851 | loss: 0.0311408 | val_loss: 0.0311618 | Time: 2582.02 ms
[2021-07-05 15:13:53 main:574] : INFO : Epoch 1852 | loss: 0.031142 | val_loss: 0.0311663 | Time: 2483.78 ms
[2021-07-05 15:13:55 main:574] : INFO : Epoch 1853 | loss: 0.0311407 | val_loss: 0.0311625 | Time: 2465.56 ms
[2021-07-05 15:13:58 main:574] : INFO : Epoch 1854 | loss: 0.0311427 | val_loss: 0.0311665 | Time: 2494.37 ms
[2021-07-05 15:14:00 main:574] : INFO : Epoch 1855 | loss: 0.0311461 | val_loss: 0.0311714 | Time: 2414.77 ms
[2021-07-05 15:14:03 main:574] : INFO : Epoch 1856 | loss: 0.0311448 | val_loss: 0.0311656 | Time: 2430.95 ms
[2021-07-05 15:14:05 main:574] : INFO : Epoch 1857 | loss: 0.0311434 | val_loss: 0.0311639 | Time: 2506 ms
[2021-07-05 15:14:08 main:574] : INFO : Epoch 1858 | loss: 0.0311419 | val_loss: 0.0311624 | Time: 2439.54 ms
[2021-07-05 15:14:10 main:574] : INFO : Epoch 1859 | loss: 0.031143 | val_loss: 0.0311654 | Time: 2480.96 ms
[2021-07-05 15:14:12 main:574] : INFO : Epoch 1860 | loss: 0.0311417 | val_loss: 0.0311642 | Time: 2412.6 ms
[2021-07-05 15:14:15 main:574] : INFO : Epoch 1861 | loss: 0.0311415 | val_loss: 0.0311658 | Time: 2442.08 ms
[2021-07-05 15:14:17 main:574] : INFO : Epoch 1862 | loss: 0.0311409 | val_loss: 0.031166 | Time: 2471.51 ms
[2021-07-05 15:14:20 main:574] : INFO : Epoch 1863 | loss: 0.0311421 | val_loss: 0.0311663 | Time: 2497.26 ms
[2021-07-05 15:14:22 main:574] : INFO : Epoch 1864 | loss: 0.031142 | val_loss: 0.0311676 | Time: 2519.26 ms
[2021-07-05 15:14:25 main:574] : INFO : Epoch 1865 | loss: 0.0311453 | val_loss: 0.0311644 | Time: 2547.92 ms
[2021-07-05 15:14:27 main:574] : INFO : Epoch 1866 | loss: 0.031148 | val_loss: 0.0311632 | Time: 2461.11 ms
[2021-07-05 15:14:30 main:574] : INFO : Epoch 1867 | loss: 0.0311445 | val_loss: 0.0311705 | Time: 2455.16 ms
[2021-07-05 15:14:32 main:574] : INFO : Epoch 1868 | loss: 0.0311433 | val_loss: 0.0311649 | Time: 2440.48 ms
[2021-07-05 15:14:35 main:574] : INFO : Epoch 1869 | loss: 0.0311449 | val_loss: 0.0311652 | Time: 2441.73 ms
[2021-07-05 15:14:37 main:574] : INFO : Epoch 1870 | loss: 0.031142 | val_loss: 0.0311659 | Time: 2397.37 ms
[2021-07-05 15:14:40 main:574] : INFO : Epoch 1871 | loss: 0.0311427 | val_loss: 0.0311667 | Time: 2483.05 ms
[2021-07-05 15:14:42 main:574] : INFO : Epoch 1872 | loss: 0.0311412 | val_loss: 0.0311656 | Time: 2482.68 ms
[2021-07-05 15:14:45 main:574] : INFO : Epoch 1873 | loss: 0.0311428 | val_loss: 0.0311621 | Time: 2495.19 ms
[2021-07-05 15:14:47 main:574] : INFO : Epoch 1874 | loss: 0.0311428 | val_loss: 0.031169 | Time: 2471.6 ms
[2021-07-05 15:14:49 main:574] : INFO : Epoch 1875 | loss: 0.0311435 | val_loss: 0.0311655 | Time: 2354.01 ms
[2021-07-05 15:14:52 main:574] : INFO : Epoch 1876 | loss: 0.0311435 | val_loss: 0.0311677 | Time: 2402.46 ms
[2021-07-05 15:14:54 main:574] : INFO : Epoch 1877 | loss: 0.0311425 | val_loss: 0.0311683 | Time: 2508.22 ms
[2021-07-05 15:14:57 main:574] : INFO : Epoch 1878 | loss: 0.031143 | val_loss: 0.0311648 | Time: 2518.26 ms
[2021-07-05 15:14:59 main:574] : INFO : Epoch 1879 | loss: 0.0311436 | val_loss: 0.0311644 | Time: 2400.95 ms
[2021-07-05 15:15:02 main:574] : INFO : Epoch 1880 | loss: 0.0311457 | val_loss: 0.0311656 | Time: 2481.22 ms
[2021-07-05 15:15:04 main:574] : INFO : Epoch 1881 | loss: 0.0311423 | val_loss: 0.0311655 | Time: 2422.95 ms
[2021-07-05 15:15:07 main:574] : INFO : Epoch 1882 | loss: 0.0311432 | val_loss: 0.0311676 | Time: 2427.54 ms
[2021-07-05 15:15:09 main:574] : INFO : Epoch 1883 | loss: 0.0311463 | val_loss: 0.0311652 | Time: 2456.24 ms
[2021-07-05 15:15:12 main:574] : INFO : Epoch 1884 | loss: 0.0311467 | val_loss: 0.0311627 | Time: 2516.85 ms
[2021-07-05 15:15:14 main:574] : INFO : Epoch 1885 | loss: 0.0311456 | val_loss: 0.0311632 | Time: 2443.32 ms
[2021-07-05 15:15:16 main:574] : INFO : Epoch 1886 | loss: 0.0311463 | val_loss: 0.0311653 | Time: 2376.84 ms
[2021-07-05 15:15:19 main:574] : INFO : Epoch 1887 | loss: 0.0311444 | val_loss: 0.0311671 | Time: 2411.54 ms
[2021-07-05 15:15:21 main:574] : INFO : Epoch 1888 | loss: 0.0311436 | val_loss: 0.031165 | Time: 2449.01 ms
[2021-07-05 15:15:24 main:574] : INFO : Epoch 1889 | loss: 0.0311416 | val_loss: 0.031166 | Time: 2435.77 ms
[2021-07-05 15:15:26 main:574] : INFO : Epoch 1890 | loss: 0.0311423 | val_loss: 0.0311636 | Time: 2515.11 ms
[2021-07-05 15:15:29 main:574] : INFO : Epoch 1891 | loss: 0.0311424 | val_loss: 0.0311699 | Time: 2546.89 ms
[2021-07-05 15:15:31 main:574] : INFO : Epoch 1892 | loss: 0.0311416 | val_loss: 0.0311653 | Time: 2375.85 ms
[2021-07-05 15:15:34 main:574] : INFO : Epoch 1893 | loss: 0.0311402 | val_loss: 0.0311677 | Time: 2425.16 ms
[2021-07-05 15:15:36 main:574] : INFO : Epoch 1894 | loss: 0.0311413 | val_loss: 0.0311661 | Time: 2475.81 ms
[2021-07-05 15:15:39 main:574] : INFO : Epoch 1895 | loss: 0.0311403 | val_loss: 0.0311627 | Time: 2478.41 ms
[2021-07-05 15:15:41 main:574] : INFO : Epoch 1896 | loss: 0.0311433 | val_loss: 0.0311667 | Time: 2559.13 ms
[2021-07-05 15:15:44 main:574] : INFO : Epoch 1897 | loss: 0.0311439 | val_loss: 0.0311679 | Time: 2565.97 ms
[2021-07-05 15:15:46 main:574] : INFO : Epoch 1898 | loss: 0.031145 | val_loss: 0.0311698 | Time: 2440.92 ms
[2021-07-05 15:15:49 main:574] : INFO : Epoch 1899 | loss: 0.031143 | val_loss: 0.0311663 | Time: 2518.19 ms
[2021-07-05 15:15:51 main:574] : INFO : Epoch 1900 | loss: 0.0311439 | val_loss: 0.031164 | Time: 2414.61 ms
[2021-07-05 15:15:53 main:574] : INFO : Epoch 1901 | loss: 0.0311443 | val_loss: 0.0311666 | Time: 1957.07 ms
[2021-07-05 15:15:55 main:574] : INFO : Epoch 1902 | loss: 0.0311407 | val_loss: 0.0311671 | Time: 1666.93 ms
[2021-07-05 15:15:56 main:574] : INFO : Epoch 1903 | loss: 0.0311428 | val_loss: 0.031182 | Time: 1674.97 ms
[2021-07-05 15:15:58 main:574] : INFO : Epoch 1904 | loss: 0.0311441 | val_loss: 0.0311614 | Time: 1609.14 ms
[2021-07-05 15:16:00 main:574] : INFO : Epoch 1905 | loss: 0.0311413 | val_loss: 0.0311679 | Time: 1720.18 ms
[2021-07-05 15:16:02 main:574] : INFO : Epoch 1906 | loss: 0.0311403 | val_loss: 0.0311662 | Time: 2250.15 ms
[2021-07-05 15:16:05 main:574] : INFO : Epoch 1907 | loss: 0.031139 | val_loss: 0.031168 | Time: 2438.2 ms
[2021-07-05 15:16:07 main:574] : INFO : Epoch 1908 | loss: 0.0311393 | val_loss: 0.0311661 | Time: 2514.46 ms
[2021-07-05 15:16:10 main:574] : INFO : Epoch 1909 | loss: 0.0311399 | val_loss: 0.0311668 | Time: 2513.79 ms
[2021-07-05 15:16:12 main:574] : INFO : Epoch 1910 | loss: 0.0311414 | val_loss: 0.0311671 | Time: 2453.9 ms
[2021-07-05 15:16:14 main:574] : INFO : Epoch 1911 | loss: 0.0311419 | val_loss: 0.0311637 | Time: 2490.07 ms
[2021-07-05 15:16:17 main:574] : INFO : Epoch 1912 | loss: 0.0311426 | val_loss: 0.0311692 | Time: 2463.18 ms
[2021-07-05 15:16:19 main:574] : INFO : Epoch 1913 | loss: 0.0311429 | val_loss: 0.0311719 | Time: 2452.63 ms
[2021-07-05 15:16:22 main:574] : INFO : Epoch 1914 | loss: 0.0311409 | val_loss: 0.0311722 | Time: 2487.38 ms
[2021-07-05 15:16:24 main:574] : INFO : Epoch 1915 | loss: 0.0311454 | val_loss: 0.0311731 | Time: 2390.4 ms
[2021-07-05 15:16:27 main:574] : INFO : Epoch 1916 | loss: 0.0311428 | val_loss: 0.0311684 | Time: 2357.22 ms
[2021-07-05 15:16:29 main:574] : INFO : Epoch 1917 | loss: 0.0311397 | val_loss: 0.0311682 | Time: 2418.93 ms
[2021-07-05 15:16:32 main:574] : INFO : Epoch 1918 | loss: 0.0311385 | val_loss: 0.0311658 | Time: 2502.82 ms
[2021-07-05 15:16:34 main:574] : INFO : Epoch 1919 | loss: 0.0311377 | val_loss: 0.0311653 | Time: 2551.43 ms
[2021-07-05 15:16:37 main:574] : INFO : Epoch 1920 | loss: 0.0311426 | val_loss: 0.0311609 | Time: 2457.05 ms
[2021-07-05 15:16:39 main:574] : INFO : Epoch 1921 | loss: 0.0311451 | val_loss: 0.0311677 | Time: 2450.29 ms
[2021-07-05 15:16:42 main:574] : INFO : Epoch 1922 | loss: 0.0311489 | val_loss: 0.0311702 | Time: 2459.94 ms
[2021-07-05 15:16:44 main:574] : INFO : Epoch 1923 | loss: 0.0311563 | val_loss: 0.0311662 | Time: 2366.27 ms
[2021-07-05 15:16:46 main:574] : INFO : Epoch 1924 | loss: 0.0311541 | val_loss: 0.0311624 | Time: 2391.06 ms
[2021-07-05 15:16:49 main:574] : INFO : Epoch 1925 | loss: 0.0311523 | val_loss: 0.0311677 | Time: 2507.72 ms
[2021-07-05 15:16:51 main:574] : INFO : Epoch 1926 | loss: 0.0311536 | val_loss: 0.0311742 | Time: 2502.19 ms
[2021-07-05 15:16:54 main:574] : INFO : Epoch 1927 | loss: 0.0311536 | val_loss: 0.0311648 | Time: 2449.73 ms
[2021-07-05 15:16:56 main:574] : INFO : Epoch 1928 | loss: 0.0311573 | val_loss: 0.0311725 | Time: 2431.94 ms
[2021-07-05 15:16:59 main:574] : INFO : Epoch 1929 | loss: 0.0311527 | val_loss: 0.0311636 | Time: 2380.42 ms
[2021-07-05 15:17:01 main:574] : INFO : Epoch 1930 | loss: 0.0311503 | val_loss: 0.0311648 | Time: 2373.89 ms
[2021-07-05 15:17:03 main:574] : INFO : Epoch 1931 | loss: 0.0311505 | val_loss: 0.0311647 | Time: 2380.1 ms
[2021-07-05 15:17:06 main:574] : INFO : Epoch 1932 | loss: 0.0311525 | val_loss: 0.0311737 | Time: 2339.21 ms
[2021-07-05 15:17:08 main:574] : INFO : Epoch 1933 | loss: 0.0311514 | val_loss: 0.0311667 | Time: 2518.45 ms
[2021-07-05 15:17:11 main:574] : INFO : Epoch 1934 | loss: 0.0311499 | val_loss: 0.031164 | Time: 2431.48 ms
[2021-07-05 15:17:13 main:574] : INFO : Epoch 1935 | loss: 0.0311475 | val_loss: 0.0311655 | Time: 2451.71 ms
[2021-07-05 15:17:16 main:574] : INFO : Epoch 1936 | loss: 0.03115 | val_loss: 0.0311684 | Time: 2388.38 ms
[2021-07-05 15:17:18 main:574] : INFO : Epoch 1937 | loss: 0.0311492 | val_loss: 0.0311659 | Time: 2450.17 ms
[2021-07-05 15:17:20 main:574] : INFO : Epoch 1938 | loss: 0.0311472 | val_loss: 0.0311666 | Time: 2461.12 ms
[2021-07-05 15:17:23 main:574] : INFO : Epoch 1939 | loss: 0.0311485 | val_loss: 0.0311707 | Time: 2447.69 ms
[2021-07-05 15:17:25 main:574] : INFO : Epoch 1940 | loss: 0.0311489 | val_loss: 0.0311671 | Time: 2415.22 ms
[2021-07-05 15:17:28 main:574] : INFO : Epoch 1941 | loss: 0.0311476 | val_loss: 0.0311689 | Time: 2389.5 ms
[2021-07-05 15:17:30 main:574] : INFO : Epoch 1942 | loss: 0.0311476 | val_loss: 0.0311652 | Time: 2426.81 ms
[2021-07-05 15:17:33 main:574] : INFO : Epoch 1943 | loss: 0.0311477 | val_loss: 0.0311699 | Time: 2452.14 ms
[2021-07-05 15:17:35 main:574] : INFO : Epoch 1944 | loss: 0.0311466 | val_loss: 0.0311654 | Time: 2436.8 ms
[2021-07-05 15:17:38 main:574] : INFO : Epoch 1945 | loss: 0.031145 | val_loss: 0.0311644 | Time: 2451.41 ms
[2021-07-05 15:17:40 main:574] : INFO : Epoch 1946 | loss: 0.0311446 | val_loss: 0.0311653 | Time: 2440.77 ms
[2021-07-05 15:17:42 main:574] : INFO : Epoch 1947 | loss: 0.0311465 | val_loss: 0.031169 | Time: 2506.22 ms
[2021-07-05 15:17:45 main:574] : INFO : Epoch 1948 | loss: 0.0311464 | val_loss: 0.0311662 | Time: 2564.96 ms
[2021-07-05 15:17:47 main:574] : INFO : Epoch 1949 | loss: 0.031148 | val_loss: 0.0311639 | Time: 2448.35 ms
[2021-07-05 15:17:50 main:574] : INFO : Epoch 1950 | loss: 0.0311447 | val_loss: 0.031166 | Time: 2444.13 ms
[2021-07-05 15:17:52 main:574] : INFO : Epoch 1951 | loss: 0.0311462 | val_loss: 0.0311667 | Time: 2414.26 ms
[2021-07-05 15:17:55 main:574] : INFO : Epoch 1952 | loss: 0.0311453 | val_loss: 0.0311653 | Time: 2366.87 ms
[2021-07-05 15:17:57 main:574] : INFO : Epoch 1953 | loss: 0.031148 | val_loss: 0.0311763 | Time: 2419.35 ms
[2021-07-05 15:18:00 main:574] : INFO : Epoch 1954 | loss: 0.0311481 | val_loss: 0.0311699 | Time: 2401.62 ms
[2021-07-05 15:18:02 main:574] : INFO : Epoch 1955 | loss: 0.0311462 | val_loss: 0.0311674 | Time: 2401.47 ms
[2021-07-05 15:18:04 main:574] : INFO : Epoch 1956 | loss: 0.0311445 | val_loss: 0.0311653 | Time: 2385.69 ms
[2021-07-05 15:18:07 main:574] : INFO : Epoch 1957 | loss: 0.0311434 | val_loss: 0.0311651 | Time: 2375.5 ms
[2021-07-05 15:18:09 main:574] : INFO : Epoch 1958 | loss: 0.0311433 | val_loss: 0.0311711 | Time: 2424.03 ms
[2021-07-05 15:18:12 main:574] : INFO : Epoch 1959 | loss: 0.0311437 | val_loss: 0.0311703 | Time: 2411.34 ms
[2021-07-05 15:18:14 main:574] : INFO : Epoch 1960 | loss: 0.0311429 | val_loss: 0.0311743 | Time: 2431.14 ms
[2021-07-05 15:18:16 main:574] : INFO : Epoch 1961 | loss: 0.0311453 | val_loss: 0.0311686 | Time: 2431.76 ms
[2021-07-05 15:18:19 main:574] : INFO : Epoch 1962 | loss: 0.0311448 | val_loss: 0.0311715 | Time: 2411.28 ms
[2021-07-05 15:18:21 main:574] : INFO : Epoch 1963 | loss: 0.0311417 | val_loss: 0.0311636 | Time: 2373.9 ms
[2021-07-05 15:18:24 main:574] : INFO : Epoch 1964 | loss: 0.0311463 | val_loss: 0.0311734 | Time: 2448.6 ms
[2021-07-05 15:18:26 main:574] : INFO : Epoch 1965 | loss: 0.031142 | val_loss: 0.0311661 | Time: 2482.3 ms
[2021-07-05 15:18:29 main:574] : INFO : Epoch 1966 | loss: 0.0311413 | val_loss: 0.0311681 | Time: 2471.41 ms
[2021-07-05 15:18:31 main:574] : INFO : Epoch 1967 | loss: 0.0311399 | val_loss: 0.0311695 | Time: 2561.93 ms
[2021-07-05 15:18:34 main:574] : INFO : Epoch 1968 | loss: 0.031144 | val_loss: 0.0311672 | Time: 2427.94 ms
[2021-07-05 15:18:36 main:574] : INFO : Epoch 1969 | loss: 0.0311433 | val_loss: 0.0311686 | Time: 2380.74 ms
[2021-07-05 15:18:38 main:574] : INFO : Epoch 1970 | loss: 0.0311416 | val_loss: 0.0311751 | Time: 2362.49 ms
[2021-07-05 15:18:41 main:574] : INFO : Epoch 1971 | loss: 0.0311405 | val_loss: 0.031163 | Time: 2405.03 ms
[2021-07-05 15:18:43 main:574] : INFO : Epoch 1972 | loss: 0.0311413 | val_loss: 0.0311741 | Time: 2427.49 ms
[2021-07-05 15:18:46 main:574] : INFO : Epoch 1973 | loss: 0.0311389 | val_loss: 0.0311661 | Time: 2382.07 ms
[2021-07-05 15:18:48 main:574] : INFO : Epoch 1974 | loss: 0.0311386 | val_loss: 0.0311636 | Time: 2434.59 ms
[2021-07-05 15:18:51 main:574] : INFO : Epoch 1975 | loss: 0.0311404 | val_loss: 0.0311625 | Time: 2435.16 ms
[2021-07-05 15:18:53 main:574] : INFO : Epoch 1976 | loss: 0.0311397 | val_loss: 0.0311663 | Time: 2482.36 ms
[2021-07-05 15:18:56 main:574] : INFO : Epoch 1977 | loss: 0.0311422 | val_loss: 0.0311635 | Time: 2463.25 ms
[2021-07-05 15:18:58 main:574] : INFO : Epoch 1978 | loss: 0.0311407 | val_loss: 0.0311687 | Time: 2559.87 ms
[2021-07-05 15:19:01 main:574] : INFO : Epoch 1979 | loss: 0.0311415 | val_loss: 0.0311649 | Time: 2466.28 ms
[2021-07-05 15:19:03 main:574] : INFO : Epoch 1980 | loss: 0.0311399 | val_loss: 0.031172 | Time: 2444.38 ms
[2021-07-05 15:19:05 main:574] : INFO : Epoch 1981 | loss: 0.0311412 | val_loss: 0.0311668 | Time: 2420.51 ms
[2021-07-05 15:19:08 main:574] : INFO : Epoch 1982 | loss: 0.0311457 | val_loss: 0.031168 | Time: 2386.65 ms
[2021-07-05 15:19:10 main:574] : INFO : Epoch 1983 | loss: 0.0311503 | val_loss: 0.0311658 | Time: 2551.68 ms
[2021-07-05 15:19:13 main:574] : INFO : Epoch 1984 | loss: 0.0311483 | val_loss: 0.0311683 | Time: 2487.72 ms
[2021-07-05 15:19:15 main:574] : INFO : Epoch 1985 | loss: 0.0311502 | val_loss: 0.0311679 | Time: 2467.76 ms
[2021-07-05 15:19:18 main:574] : INFO : Epoch 1986 | loss: 0.0311456 | val_loss: 0.0311678 | Time: 2481.37 ms
[2021-07-05 15:19:20 main:574] : INFO : Epoch 1987 | loss: 0.0311474 | val_loss: 0.0311651 | Time: 2443.27 ms
[2021-07-05 15:19:23 main:574] : INFO : Epoch 1988 | loss: 0.0311431 | val_loss: 0.0311646 | Time: 2399.33 ms
[2021-07-05 15:19:25 main:574] : INFO : Epoch 1989 | loss: 0.0311437 | val_loss: 0.0311769 | Time: 2434.48 ms
[2021-07-05 15:19:28 main:574] : INFO : Epoch 1990 | loss: 0.0311438 | val_loss: 0.031166 | Time: 2397.76 ms
[2021-07-05 15:19:30 main:574] : INFO : Epoch 1991 | loss: 0.031146 | val_loss: 0.0311727 | Time: 2414.23 ms
[2021-07-05 15:19:32 main:574] : INFO : Epoch 1992 | loss: 0.0311506 | val_loss: 0.0311715 | Time: 2377.85 ms
[2021-07-05 15:19:35 main:574] : INFO : Epoch 1993 | loss: 0.0311473 | val_loss: 0.03117 | Time: 2408.47 ms
[2021-07-05 15:19:37 main:574] : INFO : Epoch 1994 | loss: 0.0311435 | val_loss: 0.0311704 | Time: 2459.29 ms
[2021-07-05 15:19:40 main:574] : INFO : Epoch 1995 | loss: 0.0311437 | val_loss: 0.0311663 | Time: 2509.79 ms
[2021-07-05 15:19:42 main:574] : INFO : Epoch 1996 | loss: 0.0311454 | val_loss: 0.0311646 | Time: 2407.82 ms
[2021-07-05 15:19:45 main:574] : INFO : Epoch 1997 | loss: 0.0311447 | val_loss: 0.0311639 | Time: 2427.32 ms
[2021-07-05 15:19:47 main:574] : INFO : Epoch 1998 | loss: 0.0311437 | val_loss: 0.03117 | Time: 2410.29 ms
[2021-07-05 15:19:49 main:574] : INFO : Epoch 1999 | loss: 0.0311456 | val_loss: 0.031168 | Time: 2414.65 ms
[2021-07-05 15:19:52 main:574] : INFO : Epoch 2000 | loss: 0.0314524 | val_loss: 0.0423231 | Time: 2401.9 ms
[2021-07-05 15:19:54 main:574] : INFO : Epoch 2001 | loss: 0.0345849 | val_loss: 0.0324715 | Time: 2385.85 ms
[2021-07-05 15:19:57 main:574] : INFO : Epoch 2002 | loss: 0.0322712 | val_loss: 0.031295 | Time: 2415.16 ms
[2021-07-05 15:19:59 main:574] : INFO : Epoch 2003 | loss: 0.0312875 | val_loss: 0.0312512 | Time: 2414.26 ms
[2021-07-05 15:20:02 main:574] : INFO : Epoch 2004 | loss: 0.0312114 | val_loss: 0.0311796 | Time: 2508.77 ms
[2021-07-05 15:20:04 main:574] : INFO : Epoch 2005 | loss: 0.0311667 | val_loss: 0.0311852 | Time: 2454.89 ms
[2021-07-05 15:20:06 main:574] : INFO : Epoch 2006 | loss: 0.0311604 | val_loss: 0.031168 | Time: 2414.96 ms
[2021-07-05 15:20:09 main:574] : INFO : Epoch 2007 | loss: 0.0311567 | val_loss: 0.0311679 | Time: 2393.09 ms
[2021-07-05 15:20:11 main:574] : INFO : Epoch 2008 | loss: 0.0311502 | val_loss: 0.0311642 | Time: 2495.16 ms
[2021-07-05 15:20:14 main:574] : INFO : Epoch 2009 | loss: 0.0311515 | val_loss: 0.0311657 | Time: 2483.44 ms
[2021-07-05 15:20:16 main:574] : INFO : Epoch 2010 | loss: 0.0311503 | val_loss: 0.0311667 | Time: 2491.62 ms
[2021-07-05 15:20:19 main:574] : INFO : Epoch 2011 | loss: 0.0311514 | val_loss: 0.0311656 | Time: 2490.27 ms
[2021-07-05 15:20:21 main:574] : INFO : Epoch 2012 | loss: 0.0311516 | val_loss: 0.0311822 | Time: 2481.63 ms
[2021-07-05 15:20:24 main:574] : INFO : Epoch 2013 | loss: 0.0311518 | val_loss: 0.0311625 | Time: 2432.62 ms
[2021-07-05 15:20:26 main:574] : INFO : Epoch 2014 | loss: 0.0311476 | val_loss: 0.0311607 | Time: 2415.01 ms
[2021-07-05 15:20:29 main:574] : INFO : Epoch 2015 | loss: 0.0311473 | val_loss: 0.0311623 | Time: 2468.75 ms
[2021-07-05 15:20:31 main:574] : INFO : Epoch 2016 | loss: 0.0311468 | val_loss: 0.0311678 | Time: 2432.59 ms
[2021-07-05 15:20:34 main:574] : INFO : Epoch 2017 | loss: 0.0311466 | val_loss: 0.031173 | Time: 2497.28 ms
[2021-07-05 15:20:36 main:574] : INFO : Epoch 2018 | loss: 0.0311524 | val_loss: 0.0311649 | Time: 2437.19 ms
[2021-07-05 15:20:38 main:574] : INFO : Epoch 2019 | loss: 0.031153 | val_loss: 0.0311752 | Time: 2376.43 ms
[2021-07-05 15:20:41 main:574] : INFO : Epoch 2020 | loss: 0.0311574 | val_loss: 0.0311654 | Time: 2436.92 ms
[2021-07-05 15:20:43 main:574] : INFO : Epoch 2021 | loss: 0.0311569 | val_loss: 0.0311759 | Time: 2489.56 ms
[2021-07-05 15:20:46 main:574] : INFO : Epoch 2022 | loss: 0.0311577 | val_loss: 0.0311638 | Time: 2362.45 ms
[2021-07-05 15:20:48 main:574] : INFO : Epoch 2023 | loss: 0.0311572 | val_loss: 0.0311627 | Time: 2451.33 ms
[2021-07-05 15:20:51 main:574] : INFO : Epoch 2024 | loss: 0.0311516 | val_loss: 0.0311665 | Time: 2456.49 ms
[2021-07-05 15:20:53 main:574] : INFO : Epoch 2025 | loss: 0.0311499 | val_loss: 0.0311611 | Time: 2527.05 ms
[2021-07-05 15:20:56 main:574] : INFO : Epoch 2026 | loss: 0.0311511 | val_loss: 0.0311641 | Time: 2486.25 ms
[2021-07-05 15:20:58 main:574] : INFO : Epoch 2027 | loss: 0.0311499 | val_loss: 0.0311613 | Time: 2411.55 ms
[2021-07-05 15:21:01 main:574] : INFO : Epoch 2028 | loss: 0.0311521 | val_loss: 0.0311614 | Time: 2457.76 ms
[2021-07-05 15:21:03 main:574] : INFO : Epoch 2029 | loss: 0.0311502 | val_loss: 0.0311611 | Time: 2398.67 ms
[2021-07-05 15:21:05 main:574] : INFO : Epoch 2030 | loss: 0.0311496 | val_loss: 0.0311619 | Time: 2430.18 ms
[2021-07-05 15:21:08 main:574] : INFO : Epoch 2031 | loss: 0.0311485 | val_loss: 0.0311638 | Time: 2423.33 ms
[2021-07-05 15:21:10 main:574] : INFO : Epoch 2032 | loss: 0.0311503 | val_loss: 0.0311625 | Time: 2405.54 ms
[2021-07-05 15:21:13 main:574] : INFO : Epoch 2033 | loss: 0.0311476 | val_loss: 0.0311626 | Time: 2421.62 ms
[2021-07-05 15:21:15 main:574] : INFO : Epoch 2034 | loss: 0.0311522 | val_loss: 0.0311615 | Time: 2438.33 ms
[2021-07-05 15:21:18 main:574] : INFO : Epoch 2035 | loss: 0.0311522 | val_loss: 0.0311604 | Time: 2423.69 ms
[2021-07-05 15:21:20 main:574] : INFO : Epoch 2036 | loss: 0.0311472 | val_loss: 0.0311599 | Time: 2453.09 ms
[2021-07-05 15:21:22 main:574] : INFO : Epoch 2037 | loss: 0.0311472 | val_loss: 0.0311611 | Time: 2392.6 ms
[2021-07-05 15:21:25 main:574] : INFO : Epoch 2038 | loss: 0.0311494 | val_loss: 0.0311656 | Time: 2426.99 ms
[2021-07-05 15:21:27 main:574] : INFO : Epoch 2039 | loss: 0.0311498 | val_loss: 0.0311627 | Time: 2456.16 ms
[2021-07-05 15:21:30 main:574] : INFO : Epoch 2040 | loss: 0.0311479 | val_loss: 0.0311604 | Time: 2483.94 ms
[2021-07-05 15:21:32 main:574] : INFO : Epoch 2041 | loss: 0.0311466 | val_loss: 0.0311659 | Time: 2435.17 ms
[2021-07-05 15:21:35 main:574] : INFO : Epoch 2042 | loss: 0.0311597 | val_loss: 0.031163 | Time: 2419.54 ms
[2021-07-05 15:21:37 main:574] : INFO : Epoch 2043 | loss: 0.0311501 | val_loss: 0.0311602 | Time: 2404.73 ms
[2021-07-05 15:21:39 main:574] : INFO : Epoch 2044 | loss: 0.0311463 | val_loss: 0.0311592 | Time: 2426.11 ms
[2021-07-05 15:21:42 main:574] : INFO : Epoch 2045 | loss: 0.0311472 | val_loss: 0.0311603 | Time: 2451.53 ms
[2021-07-05 15:21:44 main:574] : INFO : Epoch 2046 | loss: 0.0311496 | val_loss: 0.0311626 | Time: 2442.97 ms
[2021-07-05 15:21:47 main:574] : INFO : Epoch 2047 | loss: 0.0311476 | val_loss: 0.0311632 | Time: 2463.71 ms
[2021-07-05 15:21:49 main:574] : INFO : Epoch 2048 | loss: 0.0311462 | val_loss: 0.0311623 | Time: 2422.78 ms
[2021-07-05 15:21:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311623
[2021-07-05 15:21:49 main:603] : INFO : Saving end state to config to file
[2021-07-05 15:21:49 main:608] : INFO : Success, exiting..
15:21:49 (23184): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)