Task 4465443
| Name | ParityModified-1612598122-19444-2_1 |
| Workunit | 2311513 |
| Created | 17 Mar 2021, 20:06:50 UTC |
| Sent | 17 Mar 2021, 20:48:01 UTC |
| Report deadline | 24 Mar 2021, 20:48:01 UTC |
| Received | 18 Mar 2021, 11:24:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 1 hours 21 min 40 sec |
| CPU time | 1 hours 19 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311654 | val_loss: 0.0311766 | Time: 2490.84 ms
[2021-03-18 12:03:41 main:574] : INFO : Epoch 1543 | loss: 0.0311635 | val_loss: 0.0311749 | Time: 2378.32 ms
[2021-03-18 12:03:44 main:574] : INFO : Epoch 1544 | loss: 0.0311635 | val_loss: 0.0311763 | Time: 2434.74 ms
[2021-03-18 12:03:46 main:574] : INFO : Epoch 1545 | loss: 0.0311636 | val_loss: 0.0311768 | Time: 2385.85 ms
[2021-03-18 12:03:49 main:574] : INFO : Epoch 1546 | loss: 0.0311643 | val_loss: 0.0311771 | Time: 2361.49 ms
[2021-03-18 12:03:51 main:574] : INFO : Epoch 1547 | loss: 0.0311638 | val_loss: 0.0311771 | Time: 2312.07 ms
[2021-03-18 12:03:53 main:574] : INFO : Epoch 1548 | loss: 0.0311639 | val_loss: 0.031178 | Time: 2311.22 ms
[2021-03-18 12:03:56 main:574] : INFO : Epoch 1549 | loss: 0.0311673 | val_loss: 0.031182 | Time: 2330.71 ms
[2021-03-18 12:03:58 main:574] : INFO : Epoch 1550 | loss: 0.0311664 | val_loss: 0.0311765 | Time: 2385.19 ms
[2021-03-18 12:04:00 main:574] : INFO : Epoch 1551 | loss: 0.0311638 | val_loss: 0.0311765 | Time: 2379.67 ms
[2021-03-18 12:04:03 main:574] : INFO : Epoch 1552 | loss: 0.0311634 | val_loss: 0.0311775 | Time: 2320.84 ms
[2021-03-18 12:04:05 main:574] : INFO : Epoch 1553 | loss: 0.0311631 | val_loss: 0.0311769 | Time: 2311.27 ms
[2021-03-18 12:04:07 main:574] : INFO : Epoch 1554 | loss: 0.0311647 | val_loss: 0.0311802 | Time: 2450.11 ms
[2021-03-18 12:04:10 main:574] : INFO : Epoch 1555 | loss: 0.0311643 | val_loss: 0.0311778 | Time: 2690.84 ms
[2021-03-18 12:04:13 main:574] : INFO : Epoch 1556 | loss: 0.0311638 | val_loss: 0.0311772 | Time: 2570.24 ms
[2021-03-18 12:04:15 main:574] : INFO : Epoch 1557 | loss: 0.0311628 | val_loss: 0.0311766 | Time: 2362.26 ms
[2021-03-18 12:04:18 main:574] : INFO : Epoch 1558 | loss: 0.0311629 | val_loss: 0.0311767 | Time: 2318.2 ms
[2021-03-18 12:04:20 main:574] : INFO : Epoch 1559 | loss: 0.0311627 | val_loss: 0.0311745 | Time: 2345.74 ms
[2021-03-18 12:04:22 main:574] : INFO : Epoch 1560 | loss: 0.0311622 | val_loss: 0.0311748 | Time: 2364.62 ms
[2021-03-18 12:04:25 main:574] : INFO : Epoch 1561 | loss: 0.031163 | val_loss: 0.0311767 | Time: 2285.64 ms
[2021-03-18 12:04:27 main:574] : INFO : Epoch 1562 | loss: 0.0311613 | val_loss: 0.0311758 | Time: 2409.87 ms
[2021-03-18 12:04:30 main:574] : INFO : Epoch 1563 | loss: 0.0311621 | val_loss: 0.0311752 | Time: 2421.68 ms
[2021-03-18 12:04:32 main:574] : INFO : Epoch 1564 | loss: 0.0311633 | val_loss: 0.031178 | Time: 2347.02 ms
[2021-03-18 12:04:34 main:574] : INFO : Epoch 1565 | loss: 0.0311625 | val_loss: 0.0311742 | Time: 2377.85 ms
[2021-03-18 12:04:37 main:574] : INFO : Epoch 1566 | loss: 0.0311613 | val_loss: 0.0311766 | Time: 2308.51 ms
[2021-03-18 12:04:39 main:574] : INFO : Epoch 1567 | loss: 0.0311609 | val_loss: 0.0311757 | Time: 2341.53 ms
[2021-03-18 12:04:41 main:574] : INFO : Epoch 1568 | loss: 0.0311602 | val_loss: 0.0311747 | Time: 2318.57 ms
[2021-03-18 12:04:44 main:574] : INFO : Epoch 1569 | loss: 0.0311611 | val_loss: 0.0311754 | Time: 2353.95 ms
[2021-03-18 12:04:46 main:574] : INFO : Epoch 1570 | loss: 0.0311633 | val_loss: 0.0311772 | Time: 2310.29 ms
[2021-03-18 12:04:48 main:574] : INFO : Epoch 1571 | loss: 0.031163 | val_loss: 0.0311772 | Time: 2474.87 ms
[2021-03-18 12:04:51 main:574] : INFO : Epoch 1572 | loss: 0.0311611 | val_loss: 0.0311747 | Time: 2582.44 ms
[2021-03-18 12:04:54 main:574] : INFO : Epoch 1573 | loss: 0.0311604 | val_loss: 0.0311743 | Time: 2531.42 ms
[2021-03-18 12:04:56 main:574] : INFO : Epoch 1574 | loss: 0.0311604 | val_loss: 0.0311746 | Time: 2589.49 ms
[2021-03-18 12:04:59 main:574] : INFO : Epoch 1575 | loss: 0.0311603 | val_loss: 0.0311752 | Time: 2563.2 ms
[2021-03-18 12:05:01 main:574] : INFO : Epoch 1576 | loss: 0.0311599 | val_loss: 0.031175 | Time: 2477.46 ms
[2021-03-18 12:05:04 main:574] : INFO : Epoch 1577 | loss: 0.0311605 | val_loss: 0.031175 | Time: 2457.84 ms
[2021-03-18 12:05:06 main:574] : INFO : Epoch 1578 | loss: 0.0311606 | val_loss: 0.031175 | Time: 2463.64 ms
[2021-03-18 12:05:09 main:574] : INFO : Epoch 1579 | loss: 0.0311616 | val_loss: 0.0311747 | Time: 2473.28 ms
[2021-03-18 12:05:11 main:574] : INFO : Epoch 1580 | loss: 0.0311618 | val_loss: 0.0311752 | Time: 2496.44 ms
[2021-03-18 12:05:14 main:574] : INFO : Epoch 1581 | loss: 0.0311626 | val_loss: 0.0311754 | Time: 2528.36 ms
[2021-03-18 12:05:16 main:574] : INFO : Epoch 1582 | loss: 0.0311643 | val_loss: 0.031175 | Time: 2536.91 ms
[2021-03-18 12:05:19 main:574] : INFO : Epoch 1583 | loss: 0.0311618 | val_loss: 0.031175 | Time: 2490.75 ms
[2021-03-18 12:05:21 main:574] : INFO : Epoch 1584 | loss: 0.0311615 | val_loss: 0.0311768 | Time: 2420.02 ms
[2021-03-18 12:05:24 main:574] : INFO : Epoch 1585 | loss: 0.0311605 | val_loss: 0.0311748 | Time: 2403.3 ms
[2021-03-18 12:05:26 main:574] : INFO : Epoch 1586 | loss: 0.0311609 | val_loss: 0.0311767 | Time: 2386.49 ms
[2021-03-18 12:05:29 main:574] : INFO : Epoch 1587 | loss: 0.0311603 | val_loss: 0.0311739 | Time: 2387.74 ms
[2021-03-18 12:05:31 main:574] : INFO : Epoch 1588 | loss: 0.0311599 | val_loss: 0.0311763 | Time: 2421.71 ms
[2021-03-18 12:05:33 main:574] : INFO : Epoch 1589 | loss: 0.0311615 | val_loss: 0.0311761 | Time: 2398.46 ms
[2021-03-18 12:05:36 main:574] : INFO : Epoch 1590 | loss: 0.031161 | val_loss: 0.0311747 | Time: 2416.24 ms
[2021-03-18 12:05:38 main:574] : INFO : Epoch 1591 | loss: 0.0311602 | val_loss: 0.0311766 | Time: 2450.04 ms
[2021-03-18 12:05:41 main:574] : INFO : Epoch 1592 | loss: 0.0311606 | val_loss: 0.0311754 | Time: 2412.57 ms
[2021-03-18 12:05:43 main:574] : INFO : Epoch 1593 | loss: 0.0311609 | val_loss: 0.0311775 | Time: 2421.26 ms
[2021-03-18 12:05:46 main:574] : INFO : Epoch 1594 | loss: 0.0311606 | val_loss: 0.0311754 | Time: 2384.43 ms
[2021-03-18 12:05:48 main:574] : INFO : Epoch 1595 | loss: 0.0311602 | val_loss: 0.0311792 | Time: 2381.7 ms
[2021-03-18 12:05:51 main:574] : INFO : Epoch 1596 | loss: 0.0311631 | val_loss: 0.0311779 | Time: 2522.42 ms
[2021-03-18 12:05:53 main:574] : INFO : Epoch 1597 | loss: 0.0311607 | val_loss: 0.0311743 | Time: 2422.74 ms
[2021-03-18 12:05:55 main:574] : INFO : Epoch 1598 | loss: 0.0311595 | val_loss: 0.0311755 | Time: 2415.86 ms
[2021-03-18 12:05:58 main:574] : INFO : Epoch 1599 | loss: 0.0311598 | val_loss: 0.0311738 | Time: 2417.23 ms
[2021-03-18 12:06:00 main:574] : INFO : Epoch 1600 | loss: 0.0311602 | val_loss: 0.0311746 | Time: 2371.04 ms
[2021-03-18 12:06:03 main:574] : INFO : Epoch 1601 | loss: 0.0311599 | val_loss: 0.0311744 | Time: 2394.84 ms
[2021-03-18 12:06:05 main:574] : INFO : Epoch 1602 | loss: 0.0311597 | val_loss: 0.031176 | Time: 2412.24 ms
[2021-03-18 12:06:08 main:574] : INFO : Epoch 1603 | loss: 0.0311596 | val_loss: 0.0311767 | Time: 2489.78 ms
[2021-03-18 12:06:10 main:574] : INFO : Epoch 1604 | loss: 0.0311599 | val_loss: 0.0311735 | Time: 2460.89 ms
[2021-03-18 12:06:13 main:574] : INFO : Epoch 1605 | loss: 0.0311589 | val_loss: 0.0311752 | Time: 2457.81 ms
[2021-03-18 12:06:15 main:574] : INFO : Epoch 1606 | loss: 0.0311586 | val_loss: 0.0311741 | Time: 2494.1 ms
[2021-03-18 12:06:18 main:574] : INFO : Epoch 1607 | loss: 0.0311581 | val_loss: 0.031179 | Time: 2415 ms
[2021-03-18 12:06:20 main:574] : INFO : Epoch 1608 | loss: 0.0311582 | val_loss: 0.0311754 | Time: 2468.43 ms
[2021-03-18 12:06:22 main:574] : INFO : Epoch 1609 | loss: 0.031158 | val_loss: 0.0311751 | Time: 2430.05 ms
[2021-03-18 12:06:25 main:574] : INFO : Epoch 1610 | loss: 0.0311588 | val_loss: 0.0311756 | Time: 2421.47 ms
[2021-03-18 12:06:27 main:574] : INFO : Epoch 1611 | loss: 0.0311595 | val_loss: 0.0311766 | Time: 2401.6 ms
[2021-03-18 12:06:30 main:574] : INFO : Epoch 1612 | loss: 0.0311581 | val_loss: 0.0311841 | Time: 2420.59 ms
[2021-03-18 12:06:32 main:574] : INFO : Epoch 1613 | loss: 0.0311604 | val_loss: 0.0311763 | Time: 2453.29 ms
[2021-03-18 12:06:35 main:574] : INFO : Epoch 1614 | loss: 0.0311589 | val_loss: 0.0311778 | Time: 2428.26 ms
[2021-03-18 12:06:37 main:574] : INFO : Epoch 1615 | loss: 0.0311583 | val_loss: 0.031174 | Time: 2406.98 ms
[2021-03-18 12:06:40 main:574] : INFO : Epoch 1616 | loss: 0.0311578 | val_loss: 0.0311738 | Time: 2432.83 ms
[2021-03-18 12:06:42 main:574] : INFO : Epoch 1617 | loss: 0.0311584 | val_loss: 0.0311749 | Time: 2417.83 ms
[2021-03-18 12:06:45 main:574] : INFO : Epoch 1618 | loss: 0.0311582 | val_loss: 0.031175 | Time: 2459.1 ms
[2021-03-18 12:06:47 main:574] : INFO : Epoch 1619 | loss: 0.0311587 | val_loss: 0.0311744 | Time: 2380 ms
[2021-03-18 12:06:49 main:574] : INFO : Epoch 1620 | loss: 0.0311582 | val_loss: 0.0311747 | Time: 2399.44 ms
[2021-03-18 12:06:52 main:574] : INFO : Epoch 1621 | loss: 0.0311584 | val_loss: 0.0311767 | Time: 2399.32 ms
[2021-03-18 12:06:54 main:574] : INFO : Epoch 1622 | loss: 0.0311579 | val_loss: 0.0311765 | Time: 2426.41 ms
[2021-03-18 12:06:57 main:574] : INFO : Epoch 1623 | loss: 0.0311584 | val_loss: 0.0311769 | Time: 2406.33 ms
[2021-03-18 12:06:59 main:574] : INFO : Epoch 1624 | loss: 0.0311573 | val_loss: 0.0311764 | Time: 2428.55 ms
[2021-03-18 12:07:01 main:574] : INFO : Epoch 1625 | loss: 0.0311577 | val_loss: 0.0311754 | Time: 2395.17 ms
[2021-03-18 12:07:04 main:574] : INFO : Epoch 1626 | loss: 0.0311579 | val_loss: 0.0311775 | Time: 2382.44 ms
[2021-03-18 12:07:06 main:574] : INFO : Epoch 1627 | loss: 0.0311578 | val_loss: 0.0311775 | Time: 2390.82 ms
[2021-03-18 12:07:09 main:574] : INFO : Epoch 1628 | loss: 0.0311578 | val_loss: 0.0311762 | Time: 2432.77 ms
[2021-03-18 12:07:11 main:574] : INFO : Epoch 1629 | loss: 0.0311606 | val_loss: 0.0311817 | Time: 2374.65 ms
[2021-03-18 12:07:14 main:574] : INFO : Epoch 1630 | loss: 0.0311589 | val_loss: 0.0311766 | Time: 2515.66 ms
[2021-03-18 12:07:16 main:574] : INFO : Epoch 1631 | loss: 0.0311576 | val_loss: 0.031179 | Time: 2399.54 ms
[2021-03-18 12:07:18 main:574] : INFO : Epoch 1632 | loss: 0.031158 | val_loss: 0.0311771 | Time: 2390.95 ms
[2021-03-18 12:07:21 main:574] : INFO : Epoch 1633 | loss: 0.0311574 | val_loss: 0.0311759 | Time: 2414.14 ms
[2021-03-18 12:07:23 main:574] : INFO : Epoch 1634 | loss: 0.0311588 | val_loss: 0.0311772 | Time: 2439.45 ms
[2021-03-18 12:07:26 main:574] : INFO : Epoch 1635 | loss: 0.0311574 | val_loss: 0.031178 | Time: 2395.66 ms
[2021-03-18 12:07:28 main:574] : INFO : Epoch 1636 | loss: 0.031157 | val_loss: 0.0311768 | Time: 2336.65 ms
[2021-03-18 12:07:31 main:574] : INFO : Epoch 1637 | loss: 0.0311589 | val_loss: 0.0311764 | Time: 2405.72 ms
[2021-03-18 12:07:33 main:574] : INFO : Epoch 1638 | loss: 0.0311599 | val_loss: 0.0311759 | Time: 2392.89 ms
[2021-03-18 12:07:35 main:574] : INFO : Epoch 1639 | loss: 0.0311614 | val_loss: 0.0311792 | Time: 2441.89 ms
[2021-03-18 12:07:38 main:574] : INFO : Epoch 1640 | loss: 0.0311627 | val_loss: 0.0311773 | Time: 2402.5 ms
[2021-03-18 12:07:40 main:574] : INFO : Epoch 1641 | loss: 0.0311614 | val_loss: 0.0311745 | Time: 2387.45 ms
[2021-03-18 12:07:43 main:574] : INFO : Epoch 1642 | loss: 0.0311607 | val_loss: 0.0311748 | Time: 2437.34 ms
[2021-03-18 12:07:45 main:574] : INFO : Epoch 1643 | loss: 0.0311612 | val_loss: 0.0311753 | Time: 2431.18 ms
[2021-03-18 12:07:48 main:574] : INFO : Epoch 1644 | loss: 0.0311611 | val_loss: 0.0311742 | Time: 2486.03 ms
[2021-03-18 12:07:50 main:574] : INFO : Epoch 1645 | loss: 0.0311609 | val_loss: 0.031176 | Time: 2409.44 ms
[2021-03-18 12:07:53 main:574] : INFO : Epoch 1646 | loss: 0.0311599 | val_loss: 0.0311751 | Time: 2415.5 ms
[2021-03-18 12:07:55 main:574] : INFO : Epoch 1647 | loss: 0.0311586 | val_loss: 0.0311752 | Time: 2398.44 ms
[2021-03-18 12:07:57 main:574] : INFO : Epoch 1648 | loss: 0.0311588 | val_loss: 0.031175 | Time: 2415.6 ms
[2021-03-18 12:08:00 main:574] : INFO : Epoch 1649 | loss: 0.0311591 | val_loss: 0.0311746 | Time: 2373.79 ms
[2021-03-18 12:08:02 main:574] : INFO : Epoch 1650 | loss: 0.031161 | val_loss: 0.0311769 | Time: 2406.69 ms
[2021-03-18 12:08:05 main:574] : INFO : Epoch 1651 | loss: 0.0311619 | val_loss: 0.0311743 | Time: 2582.71 ms
[2021-03-18 12:08:07 main:574] : INFO : Epoch 1652 | loss: 0.0311599 | val_loss: 0.0311726 | Time: 2390.09 ms
[2021-03-18 12:08:10 main:574] : INFO : Epoch 1653 | loss: 0.03116 | val_loss: 0.0311746 | Time: 2397.9 ms
[2021-03-18 12:08:12 main:574] : INFO : Epoch 1654 | loss: 0.0311602 | val_loss: 0.0311736 | Time: 2399.39 ms
[2021-03-18 12:08:15 main:574] : INFO : Epoch 1655 | loss: 0.0311593 | val_loss: 0.0311734 | Time: 2449.79 ms
[2021-03-18 12:08:17 main:574] : INFO : Epoch 1656 | loss: 0.0311585 | val_loss: 0.031175 | Time: 2406.6 ms
[2021-03-18 12:08:19 main:574] : INFO : Epoch 1657 | loss: 0.0311614 | val_loss: 0.0311764 | Time: 2451.51 ms
[2021-03-18 12:08:22 main:574] : INFO : Epoch 1658 | loss: 0.0311597 | val_loss: 0.0311755 | Time: 2403.68 ms
[2021-03-18 12:08:24 main:574] : INFO : Epoch 1659 | loss: 0.031158 | val_loss: 0.0311743 | Time: 2394.47 ms
[2021-03-18 12:08:27 main:574] : INFO : Epoch 1660 | loss: 0.0311585 | val_loss: 0.0311766 | Time: 2431.78 ms
[2021-03-18 12:08:29 main:574] : INFO : Epoch 1661 | loss: 0.0311593 | val_loss: 0.031177 | Time: 2407.05 ms
[2021-03-18 12:08:32 main:574] : INFO : Epoch 1662 | loss: 0.0311583 | val_loss: 0.0311741 | Time: 2412.35 ms
[2021-03-18 12:08:34 main:574] : INFO : Epoch 1663 | loss: 0.0311572 | val_loss: 0.0311754 | Time: 2486.25 ms
[2021-03-18 12:08:37 main:574] : INFO : Epoch 1664 | loss: 0.0311596 | val_loss: 0.0311748 | Time: 2439.45 ms
[2021-03-18 12:08:39 main:574] : INFO : Epoch 1665 | loss: 0.0311605 | val_loss: 0.031175 | Time: 2392.82 ms
[2021-03-18 12:08:41 main:574] : INFO : Epoch 1666 | loss: 0.0311603 | val_loss: 0.0311759 | Time: 2443.44 ms
[2021-03-18 12:08:44 main:574] : INFO : Epoch 1667 | loss: 0.0311613 | val_loss: 0.0311761 | Time: 2409.51 ms
[2021-03-18 12:08:46 main:574] : INFO : Epoch 1668 | loss: 0.0311605 | val_loss: 0.0311738 | Time: 2467.73 ms
[2021-03-18 12:08:49 main:574] : INFO : Epoch 1669 | loss: 0.0311624 | val_loss: 0.0311741 | Time: 2423.77 ms
[2021-03-18 12:08:51 main:574] : INFO : Epoch 1670 | loss: 0.0311622 | val_loss: 0.0311765 | Time: 2430.2 ms
[2021-03-18 12:08:54 main:574] : INFO : Epoch 1671 | loss: 0.0311612 | val_loss: 0.0311781 | Time: 2400.05 ms
[2021-03-18 12:08:56 main:574] : INFO : Epoch 1672 | loss: 0.0311606 | val_loss: 0.0311789 | Time: 2451.43 ms
[2021-03-18 12:08:59 main:574] : INFO : Epoch 1673 | loss: 0.0311611 | val_loss: 0.0311757 | Time: 2394.98 ms
[2021-03-18 12:09:01 main:574] : INFO : Epoch 1674 | loss: 0.0311589 | val_loss: 0.0311762 | Time: 2409.93 ms
[2021-03-18 12:09:03 main:574] : INFO : Epoch 1675 | loss: 0.031159 | val_loss: 0.0311791 | Time: 2411.28 ms
[2021-03-18 12:09:06 main:574] : INFO : Epoch 1676 | loss: 0.0311614 | val_loss: 0.0311761 | Time: 2409.8 ms
[2021-03-18 12:09:08 main:574] : INFO : Epoch 1677 | loss: 0.0311609 | val_loss: 0.031176 | Time: 2419 ms
[2021-03-18 12:09:11 main:574] : INFO : Epoch 1678 | loss: 0.0311605 | val_loss: 0.0311756 | Time: 2395.02 ms
[2021-03-18 12:09:13 main:574] : INFO : Epoch 1679 | loss: 0.031159 | val_loss: 0.0311753 | Time: 2427.93 ms
[2021-03-18 12:09:16 main:574] : INFO : Epoch 1680 | loss: 0.0311618 | val_loss: 0.0311763 | Time: 2421.48 ms
[2021-03-18 12:09:18 main:574] : INFO : Epoch 1681 | loss: 0.0311739 | val_loss: 0.0311788 | Time: 2404.39 ms
[2021-03-18 12:09:20 main:574] : INFO : Epoch 1682 | loss: 0.0311755 | val_loss: 0.0311779 | Time: 2424.17 ms
[2021-03-18 12:09:23 main:574] : INFO : Epoch 1683 | loss: 0.0311731 | val_loss: 0.0311776 | Time: 2422.96 ms
[2021-03-18 12:09:25 main:574] : INFO : Epoch 1684 | loss: 0.0311713 | val_loss: 0.0311772 | Time: 2385.82 ms
[2021-03-18 12:09:28 main:574] : INFO : Epoch 1685 | loss: 0.0311702 | val_loss: 0.0311766 | Time: 2426.6 ms
[2021-03-18 12:09:30 main:574] : INFO : Epoch 1686 | loss: 0.0311689 | val_loss: 0.0311771 | Time: 2453.17 ms
[2021-03-18 12:09:33 main:574] : INFO : Epoch 1687 | loss: 0.0311683 | val_loss: 0.0311802 | Time: 2416.31 ms
[2021-03-18 12:09:35 main:574] : INFO : Epoch 1688 | loss: 0.0311695 | val_loss: 0.0311776 | Time: 2429.66 ms
[2021-03-18 12:09:38 main:574] : INFO : Epoch 1689 | loss: 0.0311691 | val_loss: 0.0311781 | Time: 2450.29 ms
[2021-03-18 12:09:40 main:574] : INFO : Epoch 1690 | loss: 0.0311679 | val_loss: 0.0311783 | Time: 2448.27 ms
[2021-03-18 12:09:42 main:574] : INFO : Epoch 1691 | loss: 0.0311676 | val_loss: 0.0311785 | Time: 2447.3 ms
[2021-03-18 12:09:45 main:574] : INFO : Epoch 1692 | loss: 0.0311679 | val_loss: 0.0311777 | Time: 2411.45 ms
[2021-03-18 12:09:47 main:574] : INFO : Epoch 1693 | loss: 0.0311677 | val_loss: 0.0311764 | Time: 2416.99 ms
[2021-03-18 12:09:50 main:574] : INFO : Epoch 1694 | loss: 0.031168 | val_loss: 0.0311807 | Time: 2416.23 ms
[2021-03-18 12:09:52 main:574] : INFO : Epoch 1695 | loss: 0.0311688 | val_loss: 0.0311758 | Time: 2471.45 ms
[2021-03-18 12:09:55 main:574] : INFO : Epoch 1696 | loss: 0.0311674 | val_loss: 0.0311747 | Time: 2448.18 ms
[2021-03-18 12:09:57 main:574] : INFO : Epoch 1697 | loss: 0.0311655 | val_loss: 0.0311759 | Time: 2417.54 ms
[2021-03-18 12:10:00 main:574] : INFO : Epoch 1698 | loss: 0.031165 | val_loss: 0.0311755 | Time: 2412.89 ms
[2021-03-18 12:10:02 main:574] : INFO : Epoch 1699 | loss: 0.0311656 | val_loss: 0.0311771 | Time: 2395.98 ms
[2021-03-18 12:10:05 main:574] : INFO : Epoch 1700 | loss: 0.0311664 | val_loss: 0.0311806 | Time: 2428.58 ms
[2021-03-18 12:10:07 main:574] : INFO : Epoch 1701 | loss: 0.0311656 | val_loss: 0.0311772 | Time: 2417.32 ms
[2021-03-18 12:10:09 main:574] : INFO : Epoch 1702 | loss: 0.0311645 | val_loss: 0.0311759 | Time: 2396.31 ms
[2021-03-18 12:10:12 main:574] : INFO : Epoch 1703 | loss: 0.031164 | val_loss: 0.0311762 | Time: 2442.2 ms
[2021-03-18 12:10:14 main:574] : INFO : Epoch 1704 | loss: 0.0311639 | val_loss: 0.0311776 | Time: 2423.77 ms
[2021-03-18 12:10:17 main:574] : INFO : Epoch 1705 | loss: 0.0311633 | val_loss: 0.0311747 | Time: 2399.45 ms
[2021-03-18 12:10:19 main:574] : INFO : Epoch 1706 | loss: 0.0311645 | val_loss: 0.0311757 | Time: 2430.17 ms
[2021-03-18 12:10:22 main:574] : INFO : Epoch 1707 | loss: 0.0311636 | val_loss: 0.0311774 | Time: 2386.83 ms
[2021-03-18 12:10:24 main:574] : INFO : Epoch 1708 | loss: 0.0311645 | val_loss: 0.0311756 | Time: 2434.33 ms
[2021-03-18 12:10:26 main:574] : INFO : Epoch 1709 | loss: 0.0311625 | val_loss: 0.0311758 | Time: 2436.29 ms
[2021-03-18 12:10:29 main:574] : INFO : Epoch 1710 | loss: 0.0311623 | val_loss: 0.0311747 | Time: 2419.63 ms
[2021-03-18 12:10:31 main:574] : INFO : Epoch 1711 | loss: 0.0311632 | val_loss: 0.0311754 | Time: 2488.64 ms
[2021-03-18 12:10:34 main:574] : INFO : Epoch 1712 | loss: 0.0311613 | val_loss: 0.0311781 | Time: 2425.38 ms
[2021-03-18 12:10:36 main:574] : INFO : Epoch 1713 | loss: 0.0311656 | val_loss: 0.0311769 | Time: 2402.72 ms
[2021-03-18 12:10:39 main:574] : INFO : Epoch 1714 | loss: 0.0311706 | val_loss: 0.0311773 | Time: 2470.06 ms
[2021-03-18 12:10:41 main:574] : INFO : Epoch 1715 | loss: 0.0311674 | val_loss: 0.0311754 | Time: 2470.06 ms
[2021-03-18 12:10:44 main:574] : INFO : Epoch 1716 | loss: 0.0311664 | val_loss: 0.0311754 | Time: 2393.75 ms
[2021-03-18 12:10:46 main:574] : INFO : Epoch 1717 | loss: 0.0311662 | val_loss: 0.0311741 | Time: 2508.77 ms
[2021-03-18 12:10:49 main:574] : INFO : Epoch 1718 | loss: 0.0311674 | val_loss: 0.0311755 | Time: 2421.11 ms
[2021-03-18 12:10:51 main:574] : INFO : Epoch 1719 | loss: 0.031166 | val_loss: 0.0311758 | Time: 2406.7 ms
[2021-03-18 12:10:53 main:574] : INFO : Epoch 1720 | loss: 0.0311634 | val_loss: 0.0311745 | Time: 2397.02 ms
[2021-03-18 12:10:56 main:574] : INFO : Epoch 1721 | loss: 0.0311631 | val_loss: 0.0311742 | Time: 2432.1 ms
[2021-03-18 12:10:58 main:574] : INFO : Epoch 1722 | loss: 0.0311626 | val_loss: 0.0311764 | Time: 2462.01 ms
[2021-03-18 12:11:01 main:574] : INFO : Epoch 1723 | loss: 0.0311645 | val_loss: 0.0311784 | Time: 2435.17 ms
[2021-03-18 12:11:03 main:574] : INFO : Epoch 1724 | loss: 0.0311635 | val_loss: 0.0311746 | Time: 2425.21 ms
[2021-03-18 12:11:06 main:574] : INFO : Epoch 1725 | loss: 0.0311613 | val_loss: 0.031177 | Time: 2416.34 ms
[2021-03-18 12:11:08 main:574] : INFO : Epoch 1726 | loss: 0.031161 | val_loss: 0.0311752 | Time: 2407.46 ms
[2021-03-18 12:11:11 main:574] : INFO : Epoch 1727 | loss: 0.031161 | val_loss: 0.0311767 | Time: 2429.27 ms
[2021-03-18 12:11:13 main:574] : INFO : Epoch 1728 | loss: 0.0311608 | val_loss: 0.0311773 | Time: 2410.06 ms
[2021-03-18 12:11:16 main:574] : INFO : Epoch 1729 | loss: 0.0311622 | val_loss: 0.0311758 | Time: 2420.48 ms
[2021-03-18 12:11:18 main:574] : INFO : Epoch 1730 | loss: 0.0311615 | val_loss: 0.031175 | Time: 2371.33 ms
[2021-03-18 12:11:20 main:574] : INFO : Epoch 1731 | loss: 0.031161 | val_loss: 0.0311767 | Time: 2391.36 ms
[2021-03-18 12:11:23 main:574] : INFO : Epoch 1732 | loss: 0.0311599 | val_loss: 0.0311765 | Time: 2376.13 ms
[2021-03-18 12:11:25 main:574] : INFO : Epoch 1733 | loss: 0.031162 | val_loss: 0.0311783 | Time: 2329.03 ms
[2021-03-18 12:11:27 main:574] : INFO : Epoch 1734 | loss: 0.0311635 | val_loss: 0.031178 | Time: 2385.74 ms
[2021-03-18 12:11:30 main:574] : INFO : Epoch 1735 | loss: 0.0311604 | val_loss: 0.031174 | Time: 2412.72 ms
[2021-03-18 12:11:32 main:574] : INFO : Epoch 1736 | loss: 0.0311617 | val_loss: 0.0311728 | Time: 2417.65 ms
[2021-03-18 12:11:35 main:574] : INFO : Epoch 1737 | loss: 0.0311607 | val_loss: 0.0311734 | Time: 2452.79 ms
[2021-03-18 12:11:37 main:574] : INFO : Epoch 1738 | loss: 0.0311604 | val_loss: 0.0311726 | Time: 2410.78 ms
[2021-03-18 12:11:40 main:574] : INFO : Epoch 1739 | loss: 0.0311611 | val_loss: 0.0311732 | Time: 2388.39 ms
[2021-03-18 12:11:42 main:574] : INFO : Epoch 1740 | loss: 0.0311592 | val_loss: 0.031173 | Time: 2362.47 ms
[2021-03-18 12:11:44 main:574] : INFO : Epoch 1741 | loss: 0.0311581 | val_loss: 0.0311728 | Time: 2360.84 ms
[2021-03-18 12:11:47 main:574] : INFO : Epoch 1742 | loss: 0.0311592 | val_loss: 0.0311768 | Time: 2408.54 ms
[2021-03-18 12:11:49 main:574] : INFO : Epoch 1743 | loss: 0.031159 | val_loss: 0.0311763 | Time: 2369.19 ms
[2021-03-18 12:11:52 main:574] : INFO : Epoch 1744 | loss: 0.0311584 | val_loss: 0.0311756 | Time: 2407.53 ms
[2021-03-18 12:11:54 main:574] : INFO : Epoch 1745 | loss: 0.0311581 | val_loss: 0.031175 | Time: 2354.59 ms
[2021-03-18 12:11:56 main:574] : INFO : Epoch 1746 | loss: 0.0311581 | val_loss: 0.0311742 | Time: 2346.09 ms
[2021-03-18 12:11:59 main:574] : INFO : Epoch 1747 | loss: 0.0311581 | val_loss: 0.0311757 | Time: 2376.31 ms
[2021-03-18 12:12:01 main:574] : INFO : Epoch 1748 | loss: 0.0311586 | val_loss: 0.0311738 | Time: 2385.71 ms
[2021-03-18 12:12:04 main:574] : INFO : Epoch 1749 | loss: 0.03116 | val_loss: 0.0311747 | Time: 2448.4 ms
[2021-03-18 12:12:06 main:574] : INFO : Epoch 1750 | loss: 0.0311595 | val_loss: 0.0311731 | Time: 2429.21 ms
[2021-03-18 12:12:08 main:574] : INFO : Epoch 1751 | loss: 0.0311614 | val_loss: 0.0311751 | Time: 2349.78 ms
[2021-03-18 12:12:11 main:574] : INFO : Epoch 1752 | loss: 0.031162 | val_loss: 0.0311786 | Time: 2347.06 ms
[2021-03-18 12:12:13 main:574] : INFO : Epoch 1753 | loss: 0.031163 | val_loss: 0.0311769 | Time: 2353.66 ms
[2021-03-18 12:12:16 main:574] : INFO : Epoch 1754 | loss: 0.0311608 | val_loss: 0.0311794 | Time: 2365.44 ms
[2021-03-18 12:12:18 main:574] : INFO : Epoch 1755 | loss: 0.0311598 | val_loss: 0.0311729 | Time: 2350.03 ms
[2021-03-18 12:12:20 main:574] : INFO : Epoch 1756 | loss: 0.031159 | val_loss: 0.0311752 | Time: 2361.03 ms
[2021-03-18 12:12:23 main:574] : INFO : Epoch 1757 | loss: 0.0311591 | val_loss: 0.0311756 | Time: 2309.92 ms
[2021-03-18 12:12:25 main:574] : INFO : Epoch 1758 | loss: 0.0311592 | val_loss: 0.0311778 | Time: 2333.59 ms
[2021-03-18 12:12:27 main:574] : INFO : Epoch 1759 | loss: 0.0311596 | val_loss: 0.0311778 | Time: 2344.2 ms
[2021-03-18 12:12:30 main:574] : INFO : Epoch 1760 | loss: 0.0311577 | val_loss: 0.0311765 | Time: 2366.15 ms
[2021-03-18 12:12:32 main:574] : INFO : Epoch 1761 | loss: 0.0311569 | val_loss: 0.0311779 | Time: 2359.11 ms
[2021-03-18 12:12:35 main:574] : INFO : Epoch 1762 | loss: 0.0311569 | val_loss: 0.0311785 | Time: 2355.4 ms
[2021-03-18 12:12:37 main:574] : INFO : Epoch 1763 | loss: 0.0311577 | val_loss: 0.0311756 | Time: 2382.44 ms
[2021-03-18 12:12:39 main:574] : INFO : Epoch 1764 | loss: 0.0311569 | val_loss: 0.0311757 | Time: 2390.87 ms
[2021-03-18 12:12:42 main:574] : INFO : Epoch 1765 | loss: 0.0311592 | val_loss: 0.0311825 | Time: 2348.45 ms
[2021-03-18 12:12:44 main:574] : INFO : Epoch 1766 | loss: 0.0311596 | val_loss: 0.0311797 | Time: 2327.01 ms
[2021-03-18 12:12:46 main:574] : INFO : Epoch 1767 | loss: 0.0311587 | val_loss: 0.0311813 | Time: 2320.64 ms
[2021-03-18 12:12:49 main:574] : INFO : Epoch 1768 | loss: 0.031158 | val_loss: 0.0311779 | Time: 2367.47 ms
[2021-03-18 12:12:51 main:574] : INFO : Epoch 1769 | loss: 0.0311589 | val_loss: 0.0311776 | Time: 2376.19 ms
[2021-03-18 12:12:54 main:574] : INFO : Epoch 1770 | loss: 0.0311583 | val_loss: 0.0311774 | Time: 2392.07 ms
[2021-03-18 12:12:56 main:574] : INFO : Epoch 1771 | loss: 0.0311585 | val_loss: 0.0311765 | Time: 2456.2 ms
[2021-03-18 12:12:59 main:574] : INFO : Epoch 1772 | loss: 0.0311574 | val_loss: 0.0311803 | Time: 2387.64 ms
[2021-03-18 12:13:01 main:574] : INFO : Epoch 1773 | loss: 0.0311566 | val_loss: 0.0311767 | Time: 2357.17 ms
[2021-03-18 12:13:03 main:574] : INFO : Epoch 1774 | loss: 0.031157 | val_loss: 0.0311768 | Time: 2323.77 ms
[2021-03-18 12:13:06 main:574] : INFO : Epoch 1775 | loss: 0.0311574 | val_loss: 0.0311784 | Time: 2369.3 ms
[2021-03-18 12:13:08 main:574] : INFO : Epoch 1776 | loss: 0.031159 | val_loss: 0.0311764 | Time: 2348.24 ms
[2021-03-18 12:13:10 main:574] : INFO : Epoch 1777 | loss: 0.0311604 | val_loss: 0.0311781 | Time: 2385.55 ms
[2021-03-18 12:13:13 main:574] : INFO : Epoch 1778 | loss: 0.0311587 | val_loss: 0.031178 | Time: 2360.12 ms
[2021-03-18 12:13:15 main:574] : INFO : Epoch 1779 | loss: 0.0311604 | val_loss: 0.0311767 | Time: 2399.65 ms
[2021-03-18 12:13:18 main:574] : INFO : Epoch 1780 | loss: 0.0311585 | val_loss: 0.0311753 | Time: 2396.9 ms
[2021-03-18 12:13:20 main:574] : INFO : Epoch 1781 | loss: 0.0311581 | val_loss: 0.0311754 | Time: 2389.5 ms
[2021-03-18 12:13:22 main:574] : INFO : Epoch 1782 | loss: 0.0311572 | val_loss: 0.0311744 | Time: 2386.06 ms
[2021-03-18 12:13:25 main:574] : INFO : Epoch 1783 | loss: 0.0311571 | val_loss: 0.0311737 | Time: 2396.72 ms
[2021-03-18 12:13:27 main:574] : INFO : Epoch 1784 | loss: 0.0311571 | val_loss: 0.0311763 | Time: 2392.11 ms
[2021-03-18 12:13:30 main:574] : INFO : Epoch 1785 | loss: 0.0311572 | val_loss: 0.0311757 | Time: 2365.73 ms
[2021-03-18 12:13:32 main:574] : INFO : Epoch 1786 | loss: 0.0311587 | val_loss: 0.0311773 | Time: 2323.73 ms
[2021-03-18 12:13:34 main:574] : INFO : Epoch 1787 | loss: 0.031158 | val_loss: 0.0311858 | Time: 2332.76 ms
[2021-03-18 12:13:37 main:574] : INFO : Epoch 1788 | loss: 0.0311601 | val_loss: 0.0311813 | Time: 2379.07 ms
[2021-03-18 12:13:39 main:574] : INFO : Epoch 1789 | loss: 0.0311571 | val_loss: 0.0311761 | Time: 2361.68 ms
[2021-03-18 12:13:42 main:574] : INFO : Epoch 1790 | loss: 0.0311572 | val_loss: 0.0311759 | Time: 2362.91 ms
[2021-03-18 12:13:44 main:574] : INFO : Epoch 1791 | loss: 0.0311563 | val_loss: 0.0311777 | Time: 2350.16 ms
[2021-03-18 12:13:46 main:574] : INFO : Epoch 1792 | loss: 0.0311567 | val_loss: 0.0311784 | Time: 2382.35 ms
[2021-03-18 12:13:49 main:574] : INFO : Epoch 1793 | loss: 0.0311551 | val_loss: 0.031179 | Time: 2367.9 ms
[2021-03-18 12:13:51 main:574] : INFO : Epoch 1794 | loss: 0.0311561 | val_loss: 0.0311761 | Time: 2379.88 ms
[2021-03-18 12:13:53 main:574] : INFO : Epoch 1795 | loss: 0.0311564 | val_loss: 0.0311778 | Time: 2339.8 ms
[2021-03-18 12:13:56 main:574] : INFO : Epoch 1796 | loss: 0.0311567 | val_loss: 0.0311744 | Time: 2424.1 ms
[2021-03-18 12:13:58 main:574] : INFO : Epoch 1797 | loss: 0.0311567 | val_loss: 0.0311754 | Time: 2433.34 ms
[2021-03-18 12:14:01 main:574] : INFO : Epoch 1798 | loss: 0.0311549 | val_loss: 0.0311748 | Time: 2368.94 ms
[2021-03-18 12:14:03 main:574] : INFO : Epoch 1799 | loss: 0.031156 | val_loss: 0.031175 | Time: 2359.98 ms
[2021-03-18 12:14:06 main:574] : INFO : Epoch 1800 | loss: 0.0311563 | val_loss: 0.0311753 | Time: 2382.93 ms
[2021-03-18 12:14:08 main:574] : INFO : Epoch 1801 | loss: 0.0311554 | val_loss: 0.0311763 | Time: 2459.67 ms
[2021-03-18 12:14:10 main:574] : INFO : Epoch 1802 | loss: 0.0311579 | val_loss: 0.031178 | Time: 2486.23 ms
[2021-03-18 12:14:13 main:574] : INFO : Epoch 1803 | loss: 0.0311565 | val_loss: 0.031175 | Time: 2381.66 ms
[2021-03-18 12:14:15 main:574] : INFO : Epoch 1804 | loss: 0.0311571 | val_loss: 0.03118 | Time: 2595.93 ms
[2021-03-18 12:14:18 main:574] : INFO : Epoch 1805 | loss: 0.0311557 | val_loss: 0.0311749 | Time: 2609.06 ms
[2021-03-18 12:14:21 main:574] : INFO : Epoch 1806 | loss: 0.0311565 | val_loss: 0.0311765 | Time: 2964.99 ms
[2021-03-18 12:14:24 main:574] : INFO : Epoch 1807 | loss: 0.0311565 | val_loss: 0.0311734 | Time: 2930.02 ms
[2021-03-18 12:14:27 main:574] : INFO : Epoch 1808 | loss: 0.0311562 | val_loss: 0.0311745 | Time: 2722.77 ms
[2021-03-18 12:14:29 main:574] : INFO : Epoch 1809 | loss: 0.0311545 | val_loss: 0.0311745 | Time: 2460.78 ms
[2021-03-18 12:14:32 main:574] : INFO : Epoch 1810 | loss: 0.0311555 | val_loss: 0.0311785 | Time: 2513.97 ms
[2021-03-18 12:14:34 main:574] : INFO : Epoch 1811 | loss: 0.0311566 | val_loss: 0.0311785 | Time: 2437.04 ms
[2021-03-18 12:14:37 main:574] : INFO : Epoch 1812 | loss: 0.0311592 | val_loss: 0.0311751 | Time: 2624.57 ms
[2021-03-18 12:14:39 main:574] : INFO : Epoch 1813 | loss: 0.0311602 | val_loss: 0.0311852 | Time: 2409.95 ms
[2021-03-18 12:14:42 main:574] : INFO : Epoch 1814 | loss: 0.0311592 | val_loss: 0.0311765 | Time: 2362.71 ms
[2021-03-18 12:14:44 main:574] : INFO : Epoch 1815 | loss: 0.0311557 | val_loss: 0.0311764 | Time: 2476.88 ms
[2021-03-18 12:14:47 main:574] : INFO : Epoch 1816 | loss: 0.0311567 | val_loss: 0.0311803 | Time: 2350 ms
[2021-03-18 12:14:49 main:574] : INFO : Epoch 1817 | loss: 0.0311564 | val_loss: 0.0311751 | Time: 2343.45 ms
[2021-03-18 12:14:51 main:574] : INFO : Epoch 1818 | loss: 0.0311543 | val_loss: 0.0311768 | Time: 2315.65 ms
[2021-03-18 12:14:54 main:574] : INFO : Epoch 1819 | loss: 0.0311551 | val_loss: 0.0311777 | Time: 2362.99 ms
[2021-03-18 12:14:56 main:574] : INFO : Epoch 1820 | loss: 0.0311559 | val_loss: 0.0311743 | Time: 2327.46 ms
[2021-03-18 12:14:59 main:574] : INFO : Epoch 1821 | loss: 0.031158 | val_loss: 0.0311838 | Time: 2370.84 ms
[2021-03-18 12:15:01 main:574] : INFO : Epoch 1822 | loss: 0.0311597 | val_loss: 0.0311823 | Time: 2313.23 ms
[2021-03-18 12:15:03 main:574] : INFO : Epoch 1823 | loss: 0.0311562 | val_loss: 0.0311758 | Time: 2347.03 ms
[2021-03-18 12:15:06 main:574] : INFO : Epoch 1824 | loss: 0.0311553 | val_loss: 0.0311751 | Time: 2337.96 ms
[2021-03-18 12:15:08 main:574] : INFO : Epoch 1825 | loss: 0.0311635 | val_loss: 0.0311816 | Time: 2343.59 ms
[2021-03-18 12:15:10 main:574] : INFO : Epoch 1826 | loss: 0.0311647 | val_loss: 0.0311762 | Time: 2332.55 ms
[2021-03-18 12:15:13 main:574] : INFO : Epoch 1827 | loss: 0.0311622 | val_loss: 0.0311751 | Time: 2297.17 ms
[2021-03-18 12:15:15 main:574] : INFO : Epoch 1828 | loss: 0.031161 | val_loss: 0.0311758 | Time: 2366.9 ms
[2021-03-18 12:15:17 main:574] : INFO : Epoch 1829 | loss: 0.0311602 | val_loss: 0.0311742 | Time: 2308.91 ms
[2021-03-18 12:15:20 main:574] : INFO : Epoch 1830 | loss: 0.0311593 | val_loss: 0.0311744 | Time: 2293.66 ms
[2021-03-18 12:15:22 main:574] : INFO : Epoch 1831 | loss: 0.0311585 | val_loss: 0.0311746 | Time: 2335.15 ms
[2021-03-18 12:15:24 main:574] : INFO : Epoch 1832 | loss: 0.0311569 | val_loss: 0.0311744 | Time: 2312.35 ms
[2021-03-18 12:15:27 main:574] : INFO : Epoch 1833 | loss: 0.031158 | val_loss: 0.0311793 | Time: 2346.87 ms
[2021-03-18 12:15:29 main:574] : INFO : Epoch 1834 | loss: 0.0311579 | val_loss: 0.0311776 | Time: 2289.01 ms
[2021-03-18 12:15:31 main:574] : INFO : Epoch 1835 | loss: 0.0311562 | val_loss: 0.0311774 | Time: 2331.98 ms
[2021-03-18 12:15:34 main:574] : INFO : Epoch 1836 | loss: 0.0311561 | val_loss: 0.0311754 | Time: 2386.32 ms
[2021-03-18 12:15:36 main:574] : INFO : Epoch 1837 | loss: 0.0311558 | val_loss: 0.0311746 | Time: 2275.38 ms
[2021-03-18 12:15:38 main:574] : INFO : Epoch 1838 | loss: 0.0311553 | val_loss: 0.0311825 | Time: 2312.45 ms
[2021-03-18 12:15:41 main:574] : INFO : Epoch 1839 | loss: 0.031155 | val_loss: 0.0311772 | Time: 2383.39 ms
[2021-03-18 12:15:43 main:574] : INFO : Epoch 1840 | loss: 0.0311544 | val_loss: 0.0311766 | Time: 2343.77 ms
[2021-03-18 12:15:45 main:574] : INFO : Epoch 1841 | loss: 0.0311578 | val_loss: 0.0311821 | Time: 2336.85 ms
[2021-03-18 12:15:48 main:574] : INFO : Epoch 1842 | loss: 0.0311589 | val_loss: 0.031176 | Time: 2303.82 ms
[2021-03-18 12:15:50 main:574] : INFO : Epoch 1843 | loss: 0.0311561 | val_loss: 0.031179 | Time: 2348.97 ms
[2021-03-18 12:15:53 main:574] : INFO : Epoch 1844 | loss: 0.0311551 | val_loss: 0.0311785 | Time: 2519.42 ms
[2021-03-18 12:15:55 main:574] : INFO : Epoch 1845 | loss: 0.0311553 | val_loss: 0.0311765 | Time: 2427.4 ms
[2021-03-18 12:15:58 main:574] : INFO : Epoch 1846 | loss: 0.0311556 | val_loss: 0.0311784 | Time: 2446.36 ms
[2021-03-18 12:16:00 main:574] : INFO : Epoch 1847 | loss: 0.0311557 | val_loss: 0.0311803 | Time: 2684.53 ms
[2021-03-18 12:16:03 main:574] : INFO : Epoch 1848 | loss: 0.0311548 | val_loss: 0.0311757 | Time: 2635.14 ms
[2021-03-18 12:16:05 main:574] : INFO : Epoch 1849 | loss: 0.0311553 | val_loss: 0.0311844 | Time: 2327.43 ms
[2021-03-18 12:16:08 main:574] : INFO : Epoch 1850 | loss: 0.0311593 | val_loss: 0.0311772 | Time: 2281.16 ms
[2021-03-18 12:16:10 main:574] : INFO : Epoch 1851 | loss: 0.0311553 | val_loss: 0.0311751 | Time: 2255.71 ms
[2021-03-18 12:16:12 main:574] : INFO : Epoch 1852 | loss: 0.0311545 | val_loss: 0.0311761 | Time: 2338.16 ms
[2021-03-18 12:16:15 main:574] : INFO : Epoch 1853 | loss: 0.0311537 | val_loss: 0.0311762 | Time: 2292.45 ms
[2021-03-18 12:16:17 main:574] : INFO : Epoch 1854 | loss: 0.0311541 | val_loss: 0.0311753 | Time: 2340.3 ms
[2021-03-18 12:16:19 main:574] : INFO : Epoch 1855 | loss: 0.0311552 | val_loss: 0.0311776 | Time: 2318.02 ms
[2021-03-18 12:16:22 main:574] : INFO : Epoch 1856 | loss: 0.0311567 | val_loss: 0.0311762 | Time: 2263.98 ms
[2021-03-18 12:16:24 main:574] : INFO : Epoch 1857 | loss: 0.0311573 | val_loss: 0.0311769 | Time: 2344.86 ms
[2021-03-18 12:16:26 main:574] : INFO : Epoch 1858 | loss: 0.0311567 | val_loss: 0.0311783 | Time: 2358.41 ms
[2021-03-18 12:16:29 main:574] : INFO : Epoch 1859 | loss: 0.0311547 | val_loss: 0.0311785 | Time: 2314.65 ms
[2021-03-18 12:16:31 main:574] : INFO : Epoch 1860 | loss: 0.0311556 | val_loss: 0.0311804 | Time: 2285.44 ms
[2021-03-18 12:16:33 main:574] : INFO : Epoch 1861 | loss: 0.031156 | val_loss: 0.0311759 | Time: 2332.72 ms
[2021-03-18 12:16:36 main:574] : INFO : Epoch 1862 | loss: 0.0311566 | val_loss: 0.0311764 | Time: 2333.54 ms
[2021-03-18 12:16:38 main:574] : INFO : Epoch 1863 | loss: 0.0311557 | val_loss: 0.0311775 | Time: 2321.65 ms
[2021-03-18 12:16:40 main:574] : INFO : Epoch 1864 | loss: 0.0311548 | val_loss: 0.0311776 | Time: 2342.82 ms
[2021-03-18 12:16:43 main:574] : INFO : Epoch 1865 | loss: 0.0311544 | val_loss: 0.0311782 | Time: 2343.99 ms
[2021-03-18 12:16:45 main:574] : INFO : Epoch 1866 | loss: 0.0311545 | val_loss: 0.0311782 | Time: 2340.35 ms
[2021-03-18 12:16:47 main:574] : INFO : Epoch 1867 | loss: 0.0311556 | val_loss: 0.0311767 | Time: 2321.82 ms
[2021-03-18 12:16:50 main:574] : INFO : Epoch 1868 | loss: 0.0311564 | val_loss: 0.0311848 | Time: 2400.39 ms
[2021-03-18 12:16:52 main:574] : INFO : Epoch 1869 | loss: 0.0311596 | val_loss: 0.0311787 | Time: 2352.35 ms
[2021-03-18 12:16:55 main:574] : INFO : Epoch 1870 | loss: 0.031158 | val_loss: 0.0311808 | Time: 2329.74 ms
[2021-03-18 12:16:57 main:574] : INFO : Epoch 1871 | loss: 0.0311567 | val_loss: 0.0311789 | Time: 2349.19 ms
[2021-03-18 12:16:59 main:574] : INFO : Epoch 1872 | loss: 0.0311543 | val_loss: 0.0311804 | Time: 2363.24 ms
[2021-03-18 12:17:02 main:574] : INFO : Epoch 1873 | loss: 0.0311561 | val_loss: 0.0311805 | Time: 2299.61 ms
[2021-03-18 12:17:04 main:574] : INFO : Epoch 1874 | loss: 0.0311561 | val_loss: 0.0311786 | Time: 2338.91 ms
[2021-03-18 12:17:06 main:574] : INFO : Epoch 1875 | loss: 0.0311549 | val_loss: 0.0311776 | Time: 2385.8 ms
[2021-03-18 12:17:09 main:574] : INFO : Epoch 1876 | loss: 0.0311541 | val_loss: 0.0311786 | Time: 2381.22 ms
[2021-03-18 12:17:11 main:574] : INFO : Epoch 1877 | loss: 0.0311545 | val_loss: 0.0311775 | Time: 2377.83 ms
[2021-03-18 12:17:14 main:574] : INFO : Epoch 1878 | loss: 0.0311546 | val_loss: 0.031182 | Time: 2392.68 ms
[2021-03-18 12:17:16 main:574] : INFO : Epoch 1879 | loss: 0.031157 | val_loss: 0.0311789 | Time: 2317.82 ms
[2021-03-18 12:17:18 main:574] : INFO : Epoch 1880 | loss: 0.0311596 | val_loss: 0.0311856 | Time: 2357.23 ms
[2021-03-18 12:17:21 main:574] : INFO : Epoch 1881 | loss: 0.0311571 | val_loss: 0.0311771 | Time: 2380.13 ms
[2021-03-18 12:17:23 main:574] : INFO : Epoch 1882 | loss: 0.0311537 | val_loss: 0.0311767 | Time: 2373.67 ms
[2021-03-18 12:17:25 main:574] : INFO : Epoch 1883 | loss: 0.0311582 | val_loss: 0.0311785 | Time: 2316.05 ms
[2021-03-18 12:17:28 main:574] : INFO : Epoch 1884 | loss: 0.0311544 | val_loss: 0.0311755 | Time: 2375 ms
[2021-03-18 12:17:30 main:574] : INFO : Epoch 1885 | loss: 0.0311537 | val_loss: 0.0311779 | Time: 2371.06 ms
[2021-03-18 12:17:33 main:574] : INFO : Epoch 1886 | loss: 0.0311564 | val_loss: 0.0311746 | Time: 2320.71 ms
[2021-03-18 12:17:35 main:574] : INFO : Epoch 1887 | loss: 0.0311562 | val_loss: 0.0311758 | Time: 2352.66 ms
[2021-03-18 12:17:37 main:574] : INFO : Epoch 1888 | loss: 0.031157 | val_loss: 0.0311792 | Time: 2352.39 ms
[2021-03-18 12:17:40 main:574] : INFO : Epoch 1889 | loss: 0.0311609 | val_loss: 0.031178 | Time: 2377.47 ms
[2021-03-18 12:17:42 main:574] : INFO : Epoch 1890 | loss: 0.0311568 | val_loss: 0.0311776 | Time: 2331.81 ms
[2021-03-18 12:17:44 main:574] : INFO : Epoch 1891 | loss: 0.0311554 | val_loss: 0.0311756 | Time: 2380.69 ms
[2021-03-18 12:17:47 main:574] : INFO : Epoch 1892 | loss: 0.0311551 | val_loss: 0.0311848 | Time: 2329.44 ms
[2021-03-18 12:17:49 main:574] : INFO : Epoch 1893 | loss: 0.0311539 | val_loss: 0.0311774 | Time: 2333.76 ms
[2021-03-18 12:17:51 main:574] : INFO : Epoch 1894 | loss: 0.0311543 | val_loss: 0.0311762 | Time: 2319.05 ms
[2021-03-18 12:17:54 main:574] : INFO : Epoch 1895 | loss: 0.0311562 | val_loss: 0.0311768 | Time: 2346.39 ms
[2021-03-18 12:17:56 main:574] : INFO : Epoch 1896 | loss: 0.0311565 | val_loss: 0.0311765 | Time: 2376.99 ms
[2021-03-18 12:17:59 main:574] : INFO : Epoch 1897 | loss: 0.0311555 | val_loss: 0.0311815 | Time: 2346.5 ms
[2021-03-18 12:18:01 main:574] : INFO : Epoch 1898 | loss: 0.0311549 | val_loss: 0.0311767 | Time: 2340.43 ms
[2021-03-18 12:18:03 main:574] : INFO : Epoch 1899 | loss: 0.0311528 | val_loss: 0.0311785 | Time: 2354.52 ms
[2021-03-18 12:18:06 main:574] : INFO : Epoch 1900 | loss: 0.0311522 | val_loss: 0.0311782 | Time: 2407.88 ms
[2021-03-18 12:18:08 main:574] : INFO : Epoch 1901 | loss: 0.0311531 | val_loss: 0.0311813 | Time: 2312.75 ms
[2021-03-18 12:18:10 main:574] : INFO : Epoch 1902 | loss: 0.0311538 | val_loss: 0.0311813 | Time: 2343.63 ms
[2021-03-18 12:18:13 main:574] : INFO : Epoch 1903 | loss: 0.0311543 | val_loss: 0.0311835 | Time: 2340.52 ms
[2021-03-18 12:18:15 main:574] : INFO : Epoch 1904 | loss: 0.0311551 | val_loss: 0.0311785 | Time: 2306.5 ms
[2021-03-18 12:18:17 main:574] : INFO : Epoch 1905 | loss: 0.0311571 | val_loss: 0.0311801 | Time: 2316.16 ms
[2021-03-18 12:18:20 main:574] : INFO : Epoch 1906 | loss: 0.0311572 | val_loss: 0.0311768 | Time: 2376.52 ms
[2021-03-18 12:18:22 main:574] : INFO : Epoch 1907 | loss: 0.0311555 | val_loss: 0.0311785 | Time: 2329.57 ms
[2021-03-18 12:18:25 main:574] : INFO : Epoch 1908 | loss: 0.0311562 | val_loss: 0.0311772 | Time: 2363.96 ms
[2021-03-18 12:18:27 main:574] : INFO : Epoch 1909 | loss: 0.0311575 | val_loss: 0.0311877 | Time: 2335.01 ms
[2021-03-18 12:18:29 main:574] : INFO : Epoch 1910 | loss: 0.0311579 | val_loss: 0.03118 | Time: 2337.5 ms
[2021-03-18 12:18:32 main:574] : INFO : Epoch 1911 | loss: 0.0311545 | val_loss: 0.0311785 | Time: 2424.79 ms
[2021-03-18 12:18:34 main:574] : INFO : Epoch 1912 | loss: 0.0311559 | val_loss: 0.0311796 | Time: 2358.49 ms
[2021-03-18 12:18:36 main:574] : INFO : Epoch 1913 | loss: 0.0311591 | val_loss: 0.0311799 | Time: 2332.61 ms
[2021-03-18 12:18:39 main:574] : INFO : Epoch 1914 | loss: 0.0311549 | val_loss: 0.0311761 | Time: 2368.99 ms
[2021-03-18 12:18:41 main:574] : INFO : Epoch 1915 | loss: 0.0311536 | val_loss: 0.0311758 | Time: 2374.41 ms
[2021-03-18 12:18:44 main:574] : INFO : Epoch 1916 | loss: 0.0311534 | val_loss: 0.0311809 | Time: 2304.01 ms
[2021-03-18 12:18:46 main:574] : INFO : Epoch 1917 | loss: 0.0311555 | val_loss: 0.031178 | Time: 2347.39 ms
[2021-03-18 12:18:48 main:574] : INFO : Epoch 1918 | loss: 0.0311541 | val_loss: 0.0311772 | Time: 2326.11 ms
[2021-03-18 12:18:51 main:574] : INFO : Epoch 1919 | loss: 0.031154 | val_loss: 0.0311792 | Time: 2291.17 ms
[2021-03-18 12:18:53 main:574] : INFO : Epoch 1920 | loss: 0.0311536 | val_loss: 0.031181 | Time: 2330.33 ms
[2021-03-18 12:18:55 main:574] : INFO : Epoch 1921 | loss: 0.0311568 | val_loss: 0.0311765 | Time: 2311.12 ms
[2021-03-18 12:18:58 main:574] : INFO : Epoch 1922 | loss: 0.0311541 | val_loss: 0.0311757 | Time: 2318.16 ms
[2021-03-18 12:19:00 main:574] : INFO : Epoch 1923 | loss: 0.0311563 | val_loss: 0.0311796 | Time: 2293.55 ms
[2021-03-18 12:19:02 main:574] : INFO : Epoch 1924 | loss: 0.0311627 | val_loss: 0.0311787 | Time: 2323.39 ms
[2021-03-18 12:19:05 main:574] : INFO : Epoch 1925 | loss: 0.0311623 | val_loss: 0.0311756 | Time: 2367.71 ms
[2021-03-18 12:19:07 main:574] : INFO : Epoch 1926 | loss: 0.0311648 | val_loss: 0.0311856 | Time: 2337.28 ms
[2021-03-18 12:19:09 main:574] : INFO : Epoch 1927 | loss: 0.0311606 | val_loss: 0.0311781 | Time: 2313.45 ms
[2021-03-18 12:19:12 main:574] : INFO : Epoch 1928 | loss: 0.0311606 | val_loss: 0.0311778 | Time: 2300.36 ms
[2021-03-18 12:19:14 main:574] : INFO : Epoch 1929 | loss: 0.0311604 | val_loss: 0.0311783 | Time: 2341.34 ms
[2021-03-18 12:19:16 main:574] : INFO : Epoch 1930 | loss: 0.0311569 | val_loss: 0.0311796 | Time: 2356.79 ms
[2021-03-18 12:19:19 main:574] : INFO : Epoch 1931 | loss: 0.0311591 | val_loss: 0.031182 | Time: 2366.75 ms
[2021-03-18 12:19:21 main:574] : INFO : Epoch 1932 | loss: 0.0311571 | val_loss: 0.0311814 | Time: 2365.28 ms
[2021-03-18 12:19:24 main:574] : INFO : Epoch 1933 | loss: 0.0311561 | val_loss: 0.0311777 | Time: 2384.92 ms
[2021-03-18 12:19:26 main:574] : INFO : Epoch 1934 | loss: 0.0311555 | val_loss: 0.0311816 | Time: 2359.49 ms
[2021-03-18 12:19:28 main:574] : INFO : Epoch 1935 | loss: 0.0311552 | val_loss: 0.0311814 | Time: 2327.34 ms
[2021-03-18 12:19:31 main:574] : INFO : Epoch 1936 | loss: 0.0311549 | val_loss: 0.0311777 | Time: 2341.6 ms
[2021-03-18 12:19:33 main:574] : INFO : Epoch 1937 | loss: 0.0311547 | val_loss: 0.031181 | Time: 2343.99 ms
[2021-03-18 12:19:35 main:574] : INFO : Epoch 1938 | loss: 0.0311558 | val_loss: 0.0311841 | Time: 2307.77 ms
[2021-03-18 12:19:38 main:574] : INFO : Epoch 1939 | loss: 0.031158 | val_loss: 0.0311785 | Time: 2332.57 ms
[2021-03-18 12:19:40 main:574] : INFO : Epoch 1940 | loss: 0.0311551 | val_loss: 0.031185 | Time: 2333.17 ms
[2021-03-18 12:19:42 main:574] : INFO : Epoch 1941 | loss: 0.0311566 | val_loss: 0.0311839 | Time: 2338.58 ms
[2021-03-18 12:19:45 main:574] : INFO : Epoch 1942 | loss: 0.0311584 | val_loss: 0.0311807 | Time: 2360.14 ms
[2021-03-18 12:19:47 main:574] : INFO : Epoch 1943 | loss: 0.0311538 | val_loss: 0.0311781 | Time: 2290.47 ms
[2021-03-18 12:19:49 main:574] : INFO : Epoch 1944 | loss: 0.0311549 | val_loss: 0.0311812 | Time: 2349.37 ms
[2021-03-18 12:19:52 main:574] : INFO : Epoch 1945 | loss: 0.0311541 | val_loss: 0.0311818 | Time: 2328.04 ms
[2021-03-18 12:19:54 main:574] : INFO : Epoch 1946 | loss: 0.0311556 | val_loss: 0.031187 | Time: 2261.31 ms
[2021-03-18 12:19:57 main:574] : INFO : Epoch 1947 | loss: 0.0311597 | val_loss: 0.0311822 | Time: 2347.77 ms
[2021-03-18 12:19:59 main:574] : INFO : Epoch 1948 | loss: 0.0311567 | val_loss: 0.031188 | Time: 2356.18 ms
[2021-03-18 12:20:01 main:574] : INFO : Epoch 1949 | loss: 0.031156 | val_loss: 0.0311784 | Time: 2341.79 ms
[2021-03-18 12:20:04 main:574] : INFO : Epoch 1950 | loss: 0.0311524 | val_loss: 0.03118 | Time: 2313.25 ms
[2021-03-18 12:20:06 main:574] : INFO : Epoch 1951 | loss: 0.0311531 | val_loss: 0.0311825 | Time: 2368.89 ms
[2021-03-18 12:20:08 main:574] : INFO : Epoch 1952 | loss: 0.0311538 | val_loss: 0.0311767 | Time: 2419.36 ms
[2021-03-18 12:20:11 main:574] : INFO : Epoch 1953 | loss: 0.0311546 | val_loss: 0.0311786 | Time: 2313.13 ms
[2021-03-18 12:20:13 main:574] : INFO : Epoch 1954 | loss: 0.0311531 | val_loss: 0.0311839 | Time: 2360.77 ms
[2021-03-18 12:20:16 main:574] : INFO : Epoch 1955 | loss: 0.031156 | val_loss: 0.031179 | Time: 2343.54 ms
[2021-03-18 12:20:18 main:574] : INFO : Epoch 1956 | loss: 0.0311555 | val_loss: 0.0311842 | Time: 2483.32 ms
[2021-03-18 12:20:20 main:574] : INFO : Epoch 1957 | loss: 0.0311553 | val_loss: 0.0311808 | Time: 2422.98 ms
[2021-03-18 12:20:23 main:574] : INFO : Epoch 1958 | loss: 0.0311548 | val_loss: 0.0311758 | Time: 2375.54 ms
[2021-03-18 12:20:25 main:574] : INFO : Epoch 1959 | loss: 0.0311585 | val_loss: 0.0311886 | Time: 2339.02 ms
[2021-03-18 12:20:28 main:574] : INFO : Epoch 1960 | loss: 0.0311645 | val_loss: 0.0312018 | Time: 2322.32 ms
[2021-03-18 12:20:30 main:574] : INFO : Epoch 1961 | loss: 0.0311586 | val_loss: 0.0311835 | Time: 2374.65 ms
[2021-03-18 12:20:32 main:574] : INFO : Epoch 1962 | loss: 0.0311532 | val_loss: 0.0311807 | Time: 2321.27 ms
[2021-03-18 12:20:35 main:574] : INFO : Epoch 1963 | loss: 0.0311531 | val_loss: 0.0311803 | Time: 2471.75 ms
[2021-03-18 12:20:37 main:574] : INFO : Epoch 1964 | loss: 0.0311552 | val_loss: 0.0311829 | Time: 2328.8 ms
[2021-03-18 12:20:39 main:574] : INFO : Epoch 1965 | loss: 0.031152 | val_loss: 0.031179 | Time: 2316.96 ms
[2021-03-18 12:20:42 main:574] : INFO : Epoch 1966 | loss: 0.0311531 | val_loss: 0.031183 | Time: 2290.56 ms
[2021-03-18 12:20:44 main:574] : INFO : Epoch 1967 | loss: 0.0311522 | val_loss: 0.0311802 | Time: 2449.15 ms
[2021-03-18 12:20:47 main:574] : INFO : Epoch 1968 | loss: 0.0311527 | val_loss: 0.031178 | Time: 2452.43 ms
[2021-03-18 12:20:49 main:574] : INFO : Epoch 1969 | loss: 0.0311539 | val_loss: 0.0311849 | Time: 2288.6 ms
[2021-03-18 12:20:51 main:574] : INFO : Epoch 1970 | loss: 0.0311526 | val_loss: 0.031181 | Time: 2371.66 ms
[2021-03-18 12:20:54 main:574] : INFO : Epoch 1971 | loss: 0.0311537 | val_loss: 0.0311805 | Time: 2323.83 ms
[2021-03-18 12:20:56 main:574] : INFO : Epoch 1972 | loss: 0.0311524 | val_loss: 0.031188 | Time: 2368.57 ms
[2021-03-18 12:20:59 main:574] : INFO : Epoch 1973 | loss: 0.0311535 | val_loss: 0.031185 | Time: 2358.84 ms
[2021-03-18 12:21:01 main:574] : INFO : Epoch 1974 | loss: 0.0311527 | val_loss: 0.0311799 | Time: 2324.2 ms
[2021-03-18 12:21:03 main:574] : INFO : Epoch 1975 | loss: 0.0311533 | val_loss: 0.0311792 | Time: 2374.43 ms
[2021-03-18 12:21:06 main:574] : INFO : Epoch 1976 | loss: 0.0311515 | val_loss: 0.0311815 | Time: 2397.55 ms
[2021-03-18 12:21:08 main:574] : INFO : Epoch 1977 | loss: 0.0311506 | val_loss: 0.0311821 | Time: 2325.31 ms
[2021-03-18 12:21:10 main:574] : INFO : Epoch 1978 | loss: 0.0311516 | val_loss: 0.0311804 | Time: 2263.72 ms
[2021-03-18 12:21:13 main:574] : INFO : Epoch 1979 | loss: 0.0311548 | val_loss: 0.0311854 | Time: 2339.05 ms
[2021-03-18 12:21:15 main:574] : INFO : Epoch 1980 | loss: 0.0311526 | val_loss: 0.0311782 | Time: 2319.96 ms
[2021-03-18 12:21:17 main:574] : INFO : Epoch 1981 | loss: 0.0311528 | val_loss: 0.0311839 | Time: 2339.54 ms
[2021-03-18 12:21:20 main:574] : INFO : Epoch 1982 | loss: 0.0311541 | val_loss: 0.0311801 | Time: 2294.87 ms
[2021-03-18 12:21:22 main:574] : INFO : Epoch 1983 | loss: 0.0311516 | val_loss: 0.0311796 | Time: 2381.11 ms
[2021-03-18 12:21:24 main:574] : INFO : Epoch 1984 | loss: 0.0311519 | val_loss: 0.0311797 | Time: 2332.79 ms
[2021-03-18 12:21:27 main:574] : INFO : Epoch 1985 | loss: 0.0311515 | val_loss: 0.0311827 | Time: 2324.97 ms
[2021-03-18 12:21:29 main:574] : INFO : Epoch 1986 | loss: 0.0311538 | val_loss: 0.0311769 | Time: 2327.31 ms
[2021-03-18 12:21:32 main:574] : INFO : Epoch 1987 | loss: 0.0311517 | val_loss: 0.031184 | Time: 2336.55 ms
[2021-03-18 12:21:34 main:574] : INFO : Epoch 1988 | loss: 0.0311517 | val_loss: 0.0311787 | Time: 2311.97 ms
[2021-03-18 12:21:36 main:574] : INFO : Epoch 1989 | loss: 0.0311518 | val_loss: 0.0311793 | Time: 2313.77 ms
[2021-03-18 12:21:39 main:574] : INFO : Epoch 1990 | loss: 0.0311507 | val_loss: 0.031181 | Time: 2316.63 ms
[2021-03-18 12:21:41 main:574] : INFO : Epoch 1991 | loss: 0.0311517 | val_loss: 0.0311822 | Time: 2321.44 ms
[2021-03-18 12:21:43 main:574] : INFO : Epoch 1992 | loss: 0.031152 | val_loss: 0.0311835 | Time: 2338.45 ms
[2021-03-18 12:21:46 main:574] : INFO : Epoch 1993 | loss: 0.0311501 | val_loss: 0.0311811 | Time: 2292.23 ms
[2021-03-18 12:21:48 main:574] : INFO : Epoch 1994 | loss: 0.0311551 | val_loss: 0.0311863 | Time: 2293.19 ms
[2021-03-18 12:21:50 main:574] : INFO : Epoch 1995 | loss: 0.0311578 | val_loss: 0.0311846 | Time: 2361.59 ms
[2021-03-18 12:21:53 main:574] : INFO : Epoch 1996 | loss: 0.0311557 | val_loss: 0.0311816 | Time: 2334.18 ms
[2021-03-18 12:21:55 main:574] : INFO : Epoch 1997 | loss: 0.031156 | val_loss: 0.0311801 | Time: 2332.88 ms
[2021-03-18 12:21:57 main:574] : INFO : Epoch 1998 | loss: 0.0311534 | val_loss: 0.0311798 | Time: 2352.8 ms
[2021-03-18 12:22:00 main:574] : INFO : Epoch 1999 | loss: 0.0311543 | val_loss: 0.0311774 | Time: 2307.18 ms
[2021-03-18 12:22:02 main:574] : INFO : Epoch 2000 | loss: 0.0311536 | val_loss: 0.0311824 | Time: 2372.94 ms
[2021-03-18 12:22:04 main:574] : INFO : Epoch 2001 | loss: 0.0311532 | val_loss: 0.0311812 | Time: 2314.38 ms
[2021-03-18 12:22:07 main:574] : INFO : Epoch 2002 | loss: 0.0311523 | val_loss: 0.0311917 | Time: 2319.65 ms
[2021-03-18 12:22:09 main:574] : INFO : Epoch 2003 | loss: 0.0311544 | val_loss: 0.0311858 | Time: 2306.85 ms
[2021-03-18 12:22:11 main:574] : INFO : Epoch 2004 | loss: 0.0311509 | val_loss: 0.0311874 | Time: 2284.98 ms
[2021-03-18 12:22:14 main:574] : INFO : Epoch 2005 | loss: 0.0311549 | val_loss: 0.031181 | Time: 2307.53 ms
[2021-03-18 12:22:16 main:574] : INFO : Epoch 2006 | loss: 0.0311519 | val_loss: 0.0311834 | Time: 2306.7 ms
[2021-03-18 12:22:18 main:574] : INFO : Epoch 2007 | loss: 0.0311511 | val_loss: 0.0311796 | Time: 2344.91 ms
[2021-03-18 12:22:21 main:574] : INFO : Epoch 2008 | loss: 0.0311539 | val_loss: 0.031183 | Time: 2303.59 ms
[2021-03-18 12:22:23 main:574] : INFO : Epoch 2009 | loss: 0.0311584 | val_loss: 0.0311839 | Time: 2243.84 ms
[2021-03-18 12:22:25 main:574] : INFO : Epoch 2010 | loss: 0.031155 | val_loss: 0.0311832 | Time: 2323.04 ms
[2021-03-18 12:22:28 main:574] : INFO : Epoch 2011 | loss: 0.0311524 | val_loss: 0.0311828 | Time: 2314.84 ms
[2021-03-18 12:22:30 main:574] : INFO : Epoch 2012 | loss: 0.0311528 | val_loss: 0.0311792 | Time: 2285.19 ms
[2021-03-18 12:22:32 main:574] : INFO : Epoch 2013 | loss: 0.0311543 | val_loss: 0.0311854 | Time: 2434.97 ms
[2021-03-18 12:22:35 main:574] : INFO : Epoch 2014 | loss: 0.0311608 | val_loss: 0.0311793 | Time: 2561.11 ms
[2021-03-18 12:22:37 main:574] : INFO : Epoch 2015 | loss: 0.0311615 | val_loss: 0.0311826 | Time: 2470.78 ms
[2021-03-18 12:22:40 main:574] : INFO : Epoch 2016 | loss: 0.0311594 | val_loss: 0.0311827 | Time: 2500.08 ms
[2021-03-18 12:22:43 main:574] : INFO : Epoch 2017 | loss: 0.0311589 | val_loss: 0.03118 | Time: 2496.21 ms
[2021-03-18 12:22:45 main:574] : INFO : Epoch 2018 | loss: 0.0311601 | val_loss: 0.0311893 | Time: 2344.63 ms
[2021-03-18 12:22:47 main:574] : INFO : Epoch 2019 | loss: 0.0311594 | val_loss: 0.031182 | Time: 2316.98 ms
[2021-03-18 12:22:50 main:574] : INFO : Epoch 2020 | loss: 0.0311544 | val_loss: 0.0311836 | Time: 2349.17 ms
[2021-03-18 12:22:52 main:574] : INFO : Epoch 2021 | loss: 0.0311548 | val_loss: 0.0311886 | Time: 2365.5 ms
[2021-03-18 12:22:54 main:574] : INFO : Epoch 2022 | loss: 0.0311545 | val_loss: 0.0311796 | Time: 2274.91 ms
[2021-03-18 12:22:57 main:574] : INFO : Epoch 2023 | loss: 0.0311548 | val_loss: 0.0311922 | Time: 2305.79 ms
[2021-03-18 12:22:59 main:574] : INFO : Epoch 2024 | loss: 0.0311562 | val_loss: 0.0311805 | Time: 2476.71 ms
[2021-03-18 12:23:02 main:574] : INFO : Epoch 2025 | loss: 0.0311545 | val_loss: 0.0311786 | Time: 2423.32 ms
[2021-03-18 12:23:04 main:574] : INFO : Epoch 2026 | loss: 0.0311541 | val_loss: 0.0311804 | Time: 2723.57 ms
[2021-03-18 12:23:07 main:574] : INFO : Epoch 2027 | loss: 0.0311603 | val_loss: 0.0311767 | Time: 2714.48 ms
[2021-03-18 12:23:09 main:574] : INFO : Epoch 2028 | loss: 0.0311581 | val_loss: 0.0311779 | Time: 2350.24 ms
[2021-03-18 12:23:12 main:574] : INFO : Epoch 2029 | loss: 0.0311596 | val_loss: 0.0311777 | Time: 2389.67 ms
[2021-03-18 12:23:14 main:574] : INFO : Epoch 2030 | loss: 0.0311603 | val_loss: 0.0311773 | Time: 2464.58 ms
[2021-03-18 12:23:17 main:574] : INFO : Epoch 2031 | loss: 0.0311604 | val_loss: 0.0311794 | Time: 2375.7 ms
[2021-03-18 12:23:19 main:574] : INFO : Epoch 2032 | loss: 0.0311602 | val_loss: 0.0311792 | Time: 2389.08 ms
[2021-03-18 12:23:22 main:574] : INFO : Epoch 2033 | loss: 0.0311582 | val_loss: 0.031181 | Time: 2383.32 ms
[2021-03-18 12:23:24 main:574] : INFO : Epoch 2034 | loss: 0.031157 | val_loss: 0.0311781 | Time: 2397.59 ms
[2021-03-18 12:23:26 main:574] : INFO : Epoch 2035 | loss: 0.0311561 | val_loss: 0.0311804 | Time: 2418.7 ms
[2021-03-18 12:23:29 main:574] : INFO : Epoch 2036 | loss: 0.0311568 | val_loss: 0.0311775 | Time: 2336.74 ms
[2021-03-18 12:23:31 main:574] : INFO : Epoch 2037 | loss: 0.0311561 | val_loss: 0.0311794 | Time: 2307.01 ms
[2021-03-18 12:23:33 main:574] : INFO : Epoch 2038 | loss: 0.0311558 | val_loss: 0.0311797 | Time: 2374.7 ms
[2021-03-18 12:23:36 main:574] : INFO : Epoch 2039 | loss: 0.0311574 | val_loss: 0.0311828 | Time: 2382.51 ms
[2021-03-18 12:23:38 main:574] : INFO : Epoch 2040 | loss: 0.0311561 | val_loss: 0.031184 | Time: 2503.47 ms
[2021-03-18 12:23:41 main:574] : INFO : Epoch 2041 | loss: 0.0311541 | val_loss: 0.0311813 | Time: 2454.43 ms
[2021-03-18 12:23:43 main:574] : INFO : Epoch 2042 | loss: 0.0311563 | val_loss: 0.0311843 | Time: 2441.65 ms
[2021-03-18 12:23:46 main:574] : INFO : Epoch 2043 | loss: 0.031159 | val_loss: 0.0311822 | Time: 2494.64 ms
[2021-03-18 12:23:48 main:574] : INFO : Epoch 2044 | loss: 0.0311603 | val_loss: 0.0311838 | Time: 2475.18 ms
[2021-03-18 12:23:51 main:574] : INFO : Epoch 2045 | loss: 0.0311566 | val_loss: 0.0311816 | Time: 2420.57 ms
[2021-03-18 12:23:53 main:574] : INFO : Epoch 2046 | loss: 0.0311553 | val_loss: 0.0311807 | Time: 2461.25 ms
[2021-03-18 12:23:56 main:574] : INFO : Epoch 2047 | loss: 0.0311537 | val_loss: 0.0311859 | Time: 2501.82 ms
[2021-03-18 12:23:58 main:574] : INFO : Epoch 2048 | loss: 0.0311553 | val_loss: 0.0311806 | Time: 2463.57 ms
[2021-03-18 12:23:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311806
[2021-03-18 12:23:58 main:603] : INFO : Saving end state to config to file
[2021-03-18 12:23:58 main:608] : INFO : Success, exiting..
12:23:58 (13668): 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)