Task 14186303
| Name | ParityModified-1647040046-21017-3-0_0 |
| Workunit | 11248009 |
| Created | 1 Apr 2022, 9:24:07 UTC |
| Sent | 8 Apr 2022, 14:37:09 UTC |
| Report deadline | 16 Apr 2022, 14:37:09 UTC |
| Received | 8 Apr 2022, 17:27:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 335 |
| Run time | 1 hours 25 min 10 sec |
| CPU time | 1 hours 24 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,806.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.65 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0311512 | val_loss: 0.031166 | Time: 2458.98 ms [2022-04-08 13:06:22 main:574] : INFO : Epoch 1543 | loss: 0.0311509 | val_loss: 0.0311665 | Time: 2489.94 ms [2022-04-08 13:06:25 main:574] : INFO : Epoch 1544 | loss: 0.0311521 | val_loss: 0.0311639 | Time: 2506.5 ms [2022-04-08 13:06:27 main:574] : INFO : Epoch 1545 | loss: 0.031151 | val_loss: 0.0311636 | Time: 2499.73 ms [2022-04-08 13:06:30 main:574] : INFO : Epoch 1546 | loss: 0.0311505 | val_loss: 0.0311625 | Time: 2500.53 ms [2022-04-08 13:06:32 main:574] : INFO : Epoch 1547 | loss: 0.031151 | val_loss: 0.0311624 | Time: 2512.53 ms [2022-04-08 13:06:35 main:574] : INFO : Epoch 1548 | loss: 0.0311517 | val_loss: 0.0311629 | Time: 2517.54 ms [2022-04-08 13:06:37 main:574] : INFO : Epoch 1549 | loss: 0.0311516 | val_loss: 0.0311624 | Time: 2505.18 ms [2022-04-08 13:06:40 main:574] : INFO : Epoch 1550 | loss: 0.0311497 | val_loss: 0.031169 | Time: 2466.58 ms [2022-04-08 13:06:42 main:574] : INFO : Epoch 1551 | loss: 0.0311508 | val_loss: 0.0311663 | Time: 2510.97 ms [2022-04-08 13:06:45 main:574] : INFO : Epoch 1552 | loss: 0.0311507 | val_loss: 0.0311648 | Time: 2471.33 ms [2022-04-08 13:06:47 main:574] : INFO : Epoch 1553 | loss: 0.0311501 | val_loss: 0.031163 | Time: 2467.44 ms [2022-04-08 13:06:50 main:574] : INFO : Epoch 1554 | loss: 0.0311502 | val_loss: 0.0311672 | Time: 2441.03 ms [2022-04-08 13:06:52 main:574] : INFO : Epoch 1555 | loss: 0.0311513 | val_loss: 0.0311644 | Time: 2508.41 ms [2022-04-08 13:06:55 main:574] : INFO : Epoch 1556 | loss: 0.0311511 | val_loss: 0.0311631 | Time: 2508.49 ms [2022-04-08 13:06:57 main:574] : INFO : Epoch 1557 | loss: 0.0311514 | val_loss: 0.0311637 | Time: 2505.51 ms [2022-04-08 13:07:00 main:574] : INFO : Epoch 1558 | loss: 0.0311513 | val_loss: 0.0311648 | Time: 2501.76 ms [2022-04-08 13:07:02 main:574] : INFO : Epoch 1559 | loss: 0.0311507 | val_loss: 0.0311676 | Time: 2513.87 ms [2022-04-08 13:07:05 main:574] : INFO : Epoch 1560 | loss: 0.0311504 | val_loss: 0.031165 | Time: 2497.45 ms [2022-04-08 13:07:07 main:574] : INFO : Epoch 1561 | loss: 0.0311495 | val_loss: 0.031165 | Time: 2520.37 ms [2022-04-08 13:07:10 main:574] : INFO : Epoch 1562 | loss: 0.0311496 | val_loss: 0.0311652 | Time: 2498.49 ms [2022-04-08 13:07:12 main:574] : INFO : Epoch 1563 | loss: 0.0311496 | val_loss: 0.031165 | Time: 2505.61 ms [2022-04-08 13:07:15 main:574] : INFO : Epoch 1564 | loss: 0.0311489 | val_loss: 0.0311708 | Time: 2480.55 ms [2022-04-08 13:07:17 main:574] : INFO : Epoch 1565 | loss: 0.0311512 | val_loss: 0.0311662 | Time: 2501.95 ms [2022-04-08 13:07:20 main:574] : INFO : Epoch 1566 | loss: 0.0311507 | val_loss: 0.0311658 | Time: 2511.03 ms [2022-04-08 13:07:22 main:574] : INFO : Epoch 1567 | loss: 0.0311534 | val_loss: 0.0311706 | Time: 2478.46 ms [2022-04-08 13:07:25 main:574] : INFO : Epoch 1568 | loss: 0.0311549 | val_loss: 0.0311638 | Time: 2494.92 ms [2022-04-08 13:07:27 main:574] : INFO : Epoch 1569 | loss: 0.0311567 | val_loss: 0.0311649 | Time: 2467.21 ms [2022-04-08 13:07:30 main:574] : INFO : Epoch 1570 | loss: 0.0311575 | val_loss: 0.0311658 | Time: 2497.78 ms [2022-04-08 13:07:32 main:574] : INFO : Epoch 1571 | loss: 0.0311589 | val_loss: 0.0311651 | Time: 2473.63 ms [2022-04-08 13:07:35 main:574] : INFO : Epoch 1572 | loss: 0.0311593 | val_loss: 0.0311687 | Time: 2460.95 ms [2022-04-08 13:07:37 main:574] : INFO : Epoch 1573 | loss: 0.0311719 | val_loss: 0.0311755 | Time: 2471.82 ms [2022-04-08 13:07:40 main:574] : INFO : Epoch 1574 | loss: 0.031172 | val_loss: 0.0311692 | Time: 2499.19 ms [2022-04-08 13:07:42 main:574] : INFO : Epoch 1575 | loss: 0.0311706 | val_loss: 0.0311703 | Time: 2483.65 ms [2022-04-08 13:07:45 main:574] : INFO : Epoch 1576 | loss: 0.0311693 | val_loss: 0.031168 | Time: 2505.01 ms [2022-04-08 13:07:47 main:574] : INFO : Epoch 1577 | loss: 0.0311661 | val_loss: 0.0311668 | Time: 2498.11 ms [2022-04-08 13:07:50 main:574] : INFO : Epoch 1578 | loss: 0.031166 | val_loss: 0.0311654 | Time: 2498.22 ms [2022-04-08 13:07:52 main:574] : INFO : Epoch 1579 | loss: 0.0311654 | val_loss: 0.0311661 | Time: 2508.64 ms [2022-04-08 13:07:55 main:574] : INFO : Epoch 1580 | loss: 0.0311653 | val_loss: 0.0311663 | Time: 2518.9 ms [2022-04-08 13:07:57 main:574] : INFO : Epoch 1581 | loss: 0.0311639 | val_loss: 0.0311666 | Time: 2496.76 ms [2022-04-08 13:08:00 main:574] : INFO : Epoch 1582 | loss: 0.0311638 | val_loss: 0.0311666 | Time: 2512.92 ms [2022-04-08 13:08:02 main:574] : INFO : Epoch 1583 | loss: 0.031163 | val_loss: 0.0311638 | Time: 2512.12 ms [2022-04-08 13:08:05 main:574] : INFO : Epoch 1584 | loss: 0.031163 | val_loss: 0.0311651 | Time: 2479.33 ms [2022-04-08 13:08:07 main:574] : INFO : Epoch 1585 | loss: 0.0311622 | val_loss: 0.0311642 | Time: 2510.06 ms [2022-04-08 13:08:10 main:574] : INFO : Epoch 1586 | loss: 0.0311618 | val_loss: 0.0311651 | Time: 2497.04 ms [2022-04-08 13:08:12 main:574] : INFO : Epoch 1587 | loss: 0.0311612 | val_loss: 0.0311645 | Time: 2504.33 ms [2022-04-08 13:08:15 main:574] : INFO : Epoch 1588 | loss: 0.0311618 | val_loss: 0.0311647 | Time: 2490.46 ms [2022-04-08 13:08:17 main:574] : INFO : Epoch 1589 | loss: 0.0311605 | val_loss: 0.0311642 | Time: 2494.42 ms [2022-04-08 13:08:20 main:574] : INFO : Epoch 1590 | loss: 0.0311595 | val_loss: 0.0311627 | Time: 2493.59 ms [2022-04-08 13:08:22 main:574] : INFO : Epoch 1591 | loss: 0.0311602 | val_loss: 0.0311651 | Time: 2494.58 ms [2022-04-08 13:08:25 main:574] : INFO : Epoch 1592 | loss: 0.0311607 | val_loss: 0.0311648 | Time: 2497.11 ms [2022-04-08 13:08:27 main:574] : INFO : Epoch 1593 | loss: 0.0311609 | val_loss: 0.0311642 | Time: 2510.74 ms [2022-04-08 13:08:30 main:574] : INFO : Epoch 1594 | loss: 0.0311595 | val_loss: 0.0311643 | Time: 2495.03 ms [2022-04-08 13:08:32 main:574] : INFO : Epoch 1595 | loss: 0.0311602 | val_loss: 0.031164 | Time: 2501.23 ms [2022-04-08 13:08:35 main:574] : INFO : Epoch 1596 | loss: 0.0311595 | val_loss: 0.0311638 | Time: 2502.25 ms [2022-04-08 13:08:37 main:574] : INFO : Epoch 1597 | loss: 0.0311594 | val_loss: 0.0311636 | Time: 2486.3 ms [2022-04-08 13:08:40 main:574] : INFO : Epoch 1598 | loss: 0.0311586 | val_loss: 0.031162 | Time: 2491.49 ms [2022-04-08 13:08:42 main:574] : INFO : Epoch 1599 | loss: 0.0311587 | val_loss: 0.0311632 | Time: 2508.11 ms [2022-04-08 13:08:45 main:574] : INFO : Epoch 1600 | loss: 0.0311583 | val_loss: 0.0311647 | Time: 2511.71 ms [2022-04-08 13:08:47 main:574] : INFO : Epoch 1601 | loss: 0.0311601 | val_loss: 0.0311646 | Time: 2504.82 ms [2022-04-08 13:08:50 main:574] : INFO : Epoch 1602 | loss: 0.0311583 | val_loss: 0.0311635 | Time: 2514.03 ms [2022-04-08 13:08:52 main:574] : INFO : Epoch 1603 | loss: 0.0311581 | val_loss: 0.031163 | Time: 2508.21 ms [2022-04-08 13:08:55 main:574] : INFO : Epoch 1604 | loss: 0.0311576 | val_loss: 0.0311624 | Time: 2485.67 ms [2022-04-08 13:08:57 main:574] : INFO : Epoch 1605 | loss: 0.0311575 | val_loss: 0.0311649 | Time: 2500.5 ms [2022-04-08 13:09:00 main:574] : INFO : Epoch 1606 | loss: 0.0311597 | val_loss: 0.0311681 | Time: 2499.14 ms [2022-04-08 13:09:02 main:574] : INFO : Epoch 1607 | loss: 0.0311609 | val_loss: 0.0311674 | Time: 2502.17 ms [2022-04-08 13:09:05 main:574] : INFO : Epoch 1608 | loss: 0.0311606 | val_loss: 0.0311624 | Time: 2531.2 ms [2022-04-08 13:09:07 main:574] : INFO : Epoch 1609 | loss: 0.0311572 | val_loss: 0.0311688 | Time: 2509.44 ms [2022-04-08 13:09:10 main:574] : INFO : Epoch 1610 | loss: 0.0311587 | val_loss: 0.0311621 | Time: 2508.14 ms [2022-04-08 13:09:12 main:574] : INFO : Epoch 1611 | loss: 0.031157 | val_loss: 0.0311635 | Time: 2520.63 ms [2022-04-08 13:09:15 main:574] : INFO : Epoch 1612 | loss: 0.0311576 | val_loss: 0.0311665 | Time: 2514.72 ms [2022-04-08 13:09:17 main:574] : INFO : Epoch 1613 | loss: 0.0311599 | val_loss: 0.0311658 | Time: 2511.33 ms [2022-04-08 13:09:20 main:574] : INFO : Epoch 1614 | loss: 0.0311589 | val_loss: 0.0311651 | Time: 2484.33 ms [2022-04-08 13:09:22 main:574] : INFO : Epoch 1615 | loss: 0.0311558 | val_loss: 0.0311653 | Time: 2512.86 ms [2022-04-08 13:09:25 main:574] : INFO : Epoch 1616 | loss: 0.0311558 | val_loss: 0.0311637 | Time: 2499.5 ms [2022-04-08 13:09:27 main:574] : INFO : Epoch 1617 | loss: 0.0311557 | val_loss: 0.0311628 | Time: 2513.39 ms [2022-04-08 13:09:30 main:574] : INFO : Epoch 1618 | loss: 0.0311561 | val_loss: 0.0311641 | Time: 2489.59 ms [2022-04-08 13:09:32 main:574] : INFO : Epoch 1619 | loss: 0.0311547 | val_loss: 0.0311652 | Time: 2487.38 ms [2022-04-08 13:09:35 main:574] : INFO : Epoch 1620 | loss: 0.0311566 | val_loss: 0.0311718 | Time: 2494.15 ms [2022-04-08 13:09:37 main:574] : INFO : Epoch 1621 | loss: 0.0311586 | val_loss: 0.0311665 | Time: 2510.31 ms [2022-04-08 13:09:40 main:574] : INFO : Epoch 1622 | loss: 0.0311621 | val_loss: 0.0311694 | Time: 2510.52 ms [2022-04-08 13:09:42 main:574] : INFO : Epoch 1623 | loss: 0.0311594 | val_loss: 0.0311653 | Time: 2512.05 ms [2022-04-08 13:09:45 main:574] : INFO : Epoch 1624 | loss: 0.0311592 | val_loss: 0.0311641 | Time: 2505.25 ms [2022-04-08 13:09:47 main:574] : INFO : Epoch 1625 | loss: 0.0311584 | val_loss: 0.0311634 | Time: 2481.71 ms [2022-04-08 13:09:50 main:574] : INFO : Epoch 1626 | loss: 0.0311572 | val_loss: 0.0311659 | Time: 2518.5 ms [2022-04-08 13:09:52 main:574] : INFO : Epoch 1627 | loss: 0.0311576 | val_loss: 0.0311669 | Time: 2511.26 ms [2022-04-08 13:09:55 main:574] : INFO : Epoch 1628 | loss: 0.0311583 | val_loss: 0.0311649 | Time: 2510.45 ms [2022-04-08 13:09:57 main:574] : INFO : Epoch 1629 | loss: 0.0311563 | val_loss: 0.031165 | Time: 2494.89 ms [2022-04-08 13:10:00 main:574] : INFO : Epoch 1630 | loss: 0.0311567 | val_loss: 0.031165 | Time: 2510.21 ms [2022-04-08 13:10:02 main:574] : INFO : Epoch 1631 | loss: 0.0311551 | val_loss: 0.0311663 | Time: 2522.21 ms [2022-04-08 13:10:05 main:574] : INFO : Epoch 1632 | loss: 0.0311555 | val_loss: 0.0311657 | Time: 2514.78 ms [2022-04-08 13:10:07 main:574] : INFO : Epoch 1633 | loss: 0.0311549 | val_loss: 0.0311654 | Time: 2507.73 ms [2022-04-08 13:10:10 main:574] : INFO : Epoch 1634 | loss: 0.0311555 | val_loss: 0.0311672 | Time: 2511.31 ms [2022-04-08 13:10:12 main:574] : INFO : Epoch 1635 | loss: 0.0311554 | val_loss: 0.031164 | Time: 2485.25 ms [2022-04-08 13:10:15 main:574] : INFO : Epoch 1636 | loss: 0.0311549 | val_loss: 0.0311652 | Time: 2516.98 ms [2022-04-08 13:10:18 main:574] : INFO : Epoch 1637 | loss: 0.0311554 | val_loss: 0.0311653 | Time: 2512.23 ms [2022-04-08 13:10:20 main:574] : INFO : Epoch 1638 | loss: 0.031156 | val_loss: 0.031163 | Time: 2505.04 ms [2022-04-08 13:10:23 main:574] : INFO : Epoch 1639 | loss: 0.0311558 | val_loss: 0.0311626 | Time: 2521.49 ms [2022-04-08 13:10:25 main:574] : INFO : Epoch 1640 | loss: 0.0311542 | val_loss: 0.0311656 | Time: 2517.43 ms [2022-04-08 13:10:28 main:574] : INFO : Epoch 1641 | loss: 0.031156 | val_loss: 0.0311657 | Time: 2514.76 ms [2022-04-08 13:10:30 main:574] : INFO : Epoch 1642 | loss: 0.0311594 | val_loss: 0.031166 | Time: 2520.16 ms [2022-04-08 13:10:33 main:574] : INFO : Epoch 1643 | loss: 0.0311609 | val_loss: 0.0311695 | Time: 2502.32 ms [2022-04-08 13:10:35 main:574] : INFO : Epoch 1644 | loss: 0.0311575 | val_loss: 0.0311633 | Time: 2490.54 ms [2022-04-08 13:10:38 main:574] : INFO : Epoch 1645 | loss: 0.0311561 | val_loss: 0.0311643 | Time: 2456.63 ms [2022-04-08 13:10:40 main:574] : INFO : Epoch 1646 | loss: 0.0311559 | val_loss: 0.0311648 | Time: 2530.66 ms [2022-04-08 13:10:43 main:574] : INFO : Epoch 1647 | loss: 0.0311557 | val_loss: 0.031169 | Time: 2525.54 ms [2022-04-08 13:10:45 main:574] : INFO : Epoch 1648 | loss: 0.0311571 | val_loss: 0.0311654 | Time: 2526.92 ms [2022-04-08 13:10:48 main:574] : INFO : Epoch 1649 | loss: 0.0311592 | val_loss: 0.0311703 | Time: 2479.81 ms [2022-04-08 13:10:50 main:574] : INFO : Epoch 1650 | loss: 0.0311573 | val_loss: 0.0311636 | Time: 2527.02 ms [2022-04-08 13:10:53 main:574] : INFO : Epoch 1651 | loss: 0.0311569 | val_loss: 0.0311669 | Time: 2499.74 ms [2022-04-08 13:10:55 main:574] : INFO : Epoch 1652 | loss: 0.0311561 | val_loss: 0.0311648 | Time: 2493.19 ms [2022-04-08 13:10:58 main:574] : INFO : Epoch 1653 | loss: 0.0311553 | val_loss: 0.0311638 | Time: 2508.78 ms [2022-04-08 13:11:00 main:574] : INFO : Epoch 1654 | loss: 0.0311546 | val_loss: 0.0311665 | Time: 2525.29 ms [2022-04-08 13:11:03 main:574] : INFO : Epoch 1655 | loss: 0.0311557 | val_loss: 0.031168 | Time: 2499.1 ms [2022-04-08 13:11:05 main:574] : INFO : Epoch 1656 | loss: 0.0311568 | val_loss: 0.0311655 | Time: 2498.32 ms [2022-04-08 13:11:08 main:574] : INFO : Epoch 1657 | loss: 0.0311546 | val_loss: 0.0311654 | Time: 2489.01 ms [2022-04-08 13:11:10 main:574] : INFO : Epoch 1658 | loss: 0.0311542 | val_loss: 0.0311666 | Time: 2479.47 ms [2022-04-08 13:11:13 main:574] : INFO : Epoch 1659 | loss: 0.0311541 | val_loss: 0.0311646 | Time: 2512.12 ms [2022-04-08 13:11:15 main:574] : INFO : Epoch 1660 | loss: 0.0311542 | val_loss: 0.0311673 | Time: 2511.84 ms [2022-04-08 13:11:18 main:574] : INFO : Epoch 1661 | loss: 0.0311543 | val_loss: 0.0311666 | Time: 2513.41 ms [2022-04-08 13:11:20 main:574] : INFO : Epoch 1662 | loss: 0.0311533 | val_loss: 0.0311661 | Time: 2498.91 ms [2022-04-08 13:11:23 main:574] : INFO : Epoch 1663 | loss: 0.0311537 | val_loss: 0.031167 | Time: 2489.09 ms [2022-04-08 13:11:25 main:574] : INFO : Epoch 1664 | loss: 0.0311552 | val_loss: 0.0311652 | Time: 2488.46 ms [2022-04-08 13:11:28 main:574] : INFO : Epoch 1665 | loss: 0.0311553 | val_loss: 0.031166 | Time: 2502.42 ms [2022-04-08 13:11:30 main:574] : INFO : Epoch 1666 | loss: 0.0311563 | val_loss: 0.0311661 | Time: 2494.05 ms [2022-04-08 13:11:33 main:574] : INFO : Epoch 1667 | loss: 0.031164 | val_loss: 0.0311725 | Time: 2511.81 ms [2022-04-08 13:11:35 main:574] : INFO : Epoch 1668 | loss: 0.0311683 | val_loss: 0.0311645 | Time: 2500.74 ms [2022-04-08 13:11:38 main:574] : INFO : Epoch 1669 | loss: 0.0311634 | val_loss: 0.0311634 | Time: 2505.73 ms [2022-04-08 13:11:40 main:574] : INFO : Epoch 1670 | loss: 0.0311614 | val_loss: 0.0311696 | Time: 2487.09 ms [2022-04-08 13:11:43 main:574] : INFO : Epoch 1671 | loss: 0.0311625 | val_loss: 0.0311654 | Time: 2479.3 ms [2022-04-08 13:11:45 main:574] : INFO : Epoch 1672 | loss: 0.0311591 | val_loss: 0.0311638 | Time: 2510.73 ms [2022-04-08 13:11:48 main:574] : INFO : Epoch 1673 | loss: 0.0311571 | val_loss: 0.0311634 | Time: 2484.16 ms [2022-04-08 13:11:50 main:574] : INFO : Epoch 1674 | loss: 0.0311565 | val_loss: 0.0311668 | Time: 2483.08 ms [2022-04-08 13:11:53 main:574] : INFO : Epoch 1675 | loss: 0.0311566 | val_loss: 0.0311653 | Time: 2509.72 ms [2022-04-08 13:11:55 main:574] : INFO : Epoch 1676 | loss: 0.0311579 | val_loss: 0.0311654 | Time: 2482.91 ms [2022-04-08 13:11:58 main:574] : INFO : Epoch 1677 | loss: 0.031158 | val_loss: 0.0311698 | Time: 2487.58 ms [2022-04-08 13:12:00 main:574] : INFO : Epoch 1678 | loss: 0.0311568 | val_loss: 0.0311646 | Time: 2496.87 ms [2022-04-08 13:12:03 main:574] : INFO : Epoch 1679 | loss: 0.0311562 | val_loss: 0.031165 | Time: 2504.37 ms [2022-04-08 13:12:05 main:574] : INFO : Epoch 1680 | loss: 0.0311545 | val_loss: 0.031166 | Time: 2498.48 ms [2022-04-08 13:12:08 main:574] : INFO : Epoch 1681 | loss: 0.0311546 | val_loss: 0.0311669 | Time: 2481.48 ms [2022-04-08 13:12:10 main:574] : INFO : Epoch 1682 | loss: 0.0311554 | val_loss: 0.031165 | Time: 2483.97 ms [2022-04-08 13:12:13 main:574] : INFO : Epoch 1683 | loss: 0.031153 | val_loss: 0.0311662 | Time: 2518.58 ms [2022-04-08 13:12:15 main:574] : INFO : Epoch 1684 | loss: 0.0311532 | val_loss: 0.0311624 | Time: 2497.35 ms [2022-04-08 13:12:18 main:574] : INFO : Epoch 1685 | loss: 0.0311524 | val_loss: 0.0311654 | Time: 2476.85 ms [2022-04-08 13:12:20 main:574] : INFO : Epoch 1686 | loss: 0.0311534 | val_loss: 0.0311674 | Time: 2494.74 ms [2022-04-08 13:12:23 main:574] : INFO : Epoch 1687 | loss: 0.0311546 | val_loss: 0.0311649 | Time: 2481.6 ms [2022-04-08 13:12:25 main:574] : INFO : Epoch 1688 | loss: 0.0311526 | val_loss: 0.0311641 | Time: 2486.14 ms [2022-04-08 13:12:28 main:574] : INFO : Epoch 1689 | loss: 0.0311554 | val_loss: 0.0311663 | Time: 2471.68 ms [2022-04-08 13:12:30 main:574] : INFO : Epoch 1690 | loss: 0.0311584 | val_loss: 0.0311666 | Time: 2482.72 ms [2022-04-08 13:12:33 main:574] : INFO : Epoch 1691 | loss: 0.0311556 | val_loss: 0.0311683 | Time: 2476.93 ms [2022-04-08 13:12:35 main:574] : INFO : Epoch 1692 | loss: 0.0311567 | val_loss: 0.0311641 | Time: 2510.01 ms [2022-04-08 13:12:38 main:574] : INFO : Epoch 1693 | loss: 0.0311572 | val_loss: 0.0311662 | Time: 2501.54 ms [2022-04-08 13:12:40 main:574] : INFO : Epoch 1694 | loss: 0.0311571 | val_loss: 0.031165 | Time: 2493.59 ms [2022-04-08 13:12:43 main:574] : INFO : Epoch 1695 | loss: 0.0311573 | val_loss: 0.0311647 | Time: 2497.74 ms [2022-04-08 13:12:45 main:574] : INFO : Epoch 1696 | loss: 0.0311552 | val_loss: 0.0311639 | Time: 2493.24 ms [2022-04-08 13:12:48 main:574] : INFO : Epoch 1697 | loss: 0.0311559 | val_loss: 0.0311633 | Time: 2456.72 ms [2022-04-08 13:12:50 main:574] : INFO : Epoch 1698 | loss: 0.031154 | val_loss: 0.0311686 | Time: 2472 ms [2022-04-08 13:12:52 main:574] : INFO : Epoch 1699 | loss: 0.0311531 | val_loss: 0.0311673 | Time: 2490.02 ms [2022-04-08 13:12:55 main:574] : INFO : Epoch 1700 | loss: 0.031155 | val_loss: 0.0311635 | Time: 2520.23 ms [2022-04-08 13:12:57 main:574] : INFO : Epoch 1701 | loss: 0.0311528 | val_loss: 0.0311651 | Time: 2469.13 ms [2022-04-08 13:13:00 main:574] : INFO : Epoch 1702 | loss: 0.031152 | val_loss: 0.0311635 | Time: 2484.83 ms [2022-04-08 13:13:02 main:574] : INFO : Epoch 1703 | loss: 0.0311516 | val_loss: 0.0311646 | Time: 2506.52 ms [2022-04-08 13:13:05 main:574] : INFO : Epoch 1704 | loss: 0.0311518 | val_loss: 0.0311644 | Time: 2466.83 ms [2022-04-08 13:13:07 main:574] : INFO : Epoch 1705 | loss: 0.031153 | val_loss: 0.0311663 | Time: 2511.14 ms [2022-04-08 13:13:10 main:574] : INFO : Epoch 1706 | loss: 0.031159 | val_loss: 0.0311655 | Time: 2495.23 ms [2022-04-08 13:13:12 main:574] : INFO : Epoch 1707 | loss: 0.0311532 | val_loss: 0.031169 | Time: 2503.7 ms [2022-04-08 13:13:15 main:574] : INFO : Epoch 1708 | loss: 0.0311523 | val_loss: 0.0311641 | Time: 2465.37 ms [2022-04-08 13:13:17 main:574] : INFO : Epoch 1709 | loss: 0.0311521 | val_loss: 0.0311659 | Time: 2475.92 ms [2022-04-08 13:13:20 main:574] : INFO : Epoch 1710 | loss: 0.0311507 | val_loss: 0.0311655 | Time: 2485.24 ms [2022-04-08 13:13:22 main:574] : INFO : Epoch 1711 | loss: 0.0311498 | val_loss: 0.0311636 | Time: 2482.87 ms [2022-04-08 13:13:25 main:574] : INFO : Epoch 1712 | loss: 0.0311497 | val_loss: 0.0311648 | Time: 2481.53 ms [2022-04-08 13:13:27 main:574] : INFO : Epoch 1713 | loss: 0.03115 | val_loss: 0.0311657 | Time: 2513.86 ms [2022-04-08 13:13:30 main:574] : INFO : Epoch 1714 | loss: 0.0311506 | val_loss: 0.0311653 | Time: 2509.17 ms [2022-04-08 13:13:32 main:574] : INFO : Epoch 1715 | loss: 0.0311528 | val_loss: 0.0311674 | Time: 2482.38 ms [2022-04-08 13:13:35 main:574] : INFO : Epoch 1716 | loss: 0.03116 | val_loss: 0.0311651 | Time: 2470.5 ms [2022-04-08 13:13:37 main:574] : INFO : Epoch 1717 | loss: 0.0311599 | val_loss: 0.0311634 | Time: 2466.81 ms [2022-04-08 13:13:40 main:574] : INFO : Epoch 1718 | loss: 0.0311579 | val_loss: 0.0311653 | Time: 2478.54 ms [2022-04-08 13:13:42 main:574] : INFO : Epoch 1719 | loss: 0.0311581 | val_loss: 0.0311642 | Time: 2502.2 ms [2022-04-08 13:13:45 main:574] : INFO : Epoch 1720 | loss: 0.0311575 | val_loss: 0.0311683 | Time: 2484.69 ms [2022-04-08 13:13:47 main:574] : INFO : Epoch 1721 | loss: 0.0311588 | val_loss: 0.0311675 | Time: 2504.34 ms [2022-04-08 13:13:50 main:574] : INFO : Epoch 1722 | loss: 0.0311565 | val_loss: 0.0311658 | Time: 2492.23 ms [2022-04-08 13:13:52 main:574] : INFO : Epoch 1723 | loss: 0.0311549 | val_loss: 0.0311667 | Time: 2492.92 ms [2022-04-08 13:13:55 main:574] : INFO : Epoch 1724 | loss: 0.0311553 | val_loss: 0.0311684 | Time: 2470.72 ms [2022-04-08 13:13:57 main:574] : INFO : Epoch 1725 | loss: 0.0311585 | val_loss: 0.0311696 | Time: 2500.96 ms [2022-04-08 13:14:00 main:574] : INFO : Epoch 1726 | loss: 0.0311579 | val_loss: 0.0311652 | Time: 2500.81 ms [2022-04-08 13:14:02 main:574] : INFO : Epoch 1727 | loss: 0.0311565 | val_loss: 0.031164 | Time: 2471.53 ms [2022-04-08 13:14:05 main:574] : INFO : Epoch 1728 | loss: 0.0311532 | val_loss: 0.0311641 | Time: 2462.03 ms [2022-04-08 13:14:07 main:574] : INFO : Epoch 1729 | loss: 0.0311533 | val_loss: 0.0311649 | Time: 2471.95 ms [2022-04-08 13:14:10 main:574] : INFO : Epoch 1730 | loss: 0.0311538 | val_loss: 0.0311688 | Time: 2502.39 ms [2022-04-08 13:14:12 main:574] : INFO : Epoch 1731 | loss: 0.0311547 | val_loss: 0.0311645 | Time: 2514.58 ms [2022-04-08 13:14:15 main:574] : INFO : Epoch 1732 | loss: 0.0311542 | val_loss: 0.0311679 | Time: 2492.82 ms [2022-04-08 13:14:17 main:574] : INFO : Epoch 1733 | loss: 0.0311546 | val_loss: 0.0311664 | Time: 2493.31 ms [2022-04-08 13:14:20 main:574] : INFO : Epoch 1734 | loss: 0.0311552 | val_loss: 0.0311703 | Time: 2499.57 ms [2022-04-08 13:14:22 main:574] : INFO : Epoch 1735 | loss: 0.0311521 | val_loss: 0.031167 | Time: 2486.02 ms [2022-04-08 13:14:25 main:574] : INFO : Epoch 1736 | loss: 0.0311529 | val_loss: 0.0311691 | Time: 2478.48 ms [2022-04-08 13:14:27 main:574] : INFO : Epoch 1737 | loss: 0.031151 | val_loss: 0.0311664 | Time: 2481.78 ms [2022-04-08 13:14:30 main:574] : INFO : Epoch 1738 | loss: 0.0311525 | val_loss: 0.0311676 | Time: 2472.53 ms [2022-04-08 13:14:32 main:574] : INFO : Epoch 1739 | loss: 0.031153 | val_loss: 0.0311693 | Time: 2506.01 ms [2022-04-08 13:14:35 main:574] : INFO : Epoch 1740 | loss: 0.0311515 | val_loss: 0.0311674 | Time: 2488.79 ms [2022-04-08 13:14:37 main:574] : INFO : Epoch 1741 | loss: 0.0311524 | val_loss: 0.0311664 | Time: 2497.18 ms [2022-04-08 13:14:40 main:574] : INFO : Epoch 1742 | loss: 0.0311497 | val_loss: 0.0311684 | Time: 2474.28 ms [2022-04-08 13:14:42 main:574] : INFO : Epoch 1743 | loss: 0.0311507 | val_loss: 0.0311675 | Time: 2471.19 ms [2022-04-08 13:14:45 main:574] : INFO : Epoch 1744 | loss: 0.0311518 | val_loss: 0.0311662 | Time: 2504.72 ms [2022-04-08 13:14:47 main:574] : INFO : Epoch 1745 | loss: 0.0311496 | val_loss: 0.0311654 | Time: 2492.18 ms [2022-04-08 13:14:50 main:574] : INFO : Epoch 1746 | loss: 0.0311495 | val_loss: 0.0311651 | Time: 2494.53 ms [2022-04-08 13:14:52 main:574] : INFO : Epoch 1747 | loss: 0.0311482 | val_loss: 0.0311644 | Time: 2509.37 ms [2022-04-08 13:14:55 main:574] : INFO : Epoch 1748 | loss: 0.0311475 | val_loss: 0.0311668 | Time: 2504.88 ms [2022-04-08 13:14:57 main:574] : INFO : Epoch 1749 | loss: 0.0311481 | val_loss: 0.0311647 | Time: 2509.58 ms [2022-04-08 13:15:00 main:574] : INFO : Epoch 1750 | loss: 0.0311507 | val_loss: 0.0311625 | Time: 2496.68 ms [2022-04-08 13:15:02 main:574] : INFO : Epoch 1751 | loss: 0.0311512 | val_loss: 0.0311649 | Time: 2492.95 ms [2022-04-08 13:15:05 main:574] : INFO : Epoch 1752 | loss: 0.0311487 | val_loss: 0.0311619 | Time: 2499.43 ms [2022-04-08 13:15:07 main:574] : INFO : Epoch 1753 | loss: 0.0311478 | val_loss: 0.0311625 | Time: 2457.75 ms [2022-04-08 13:15:10 main:574] : INFO : Epoch 1754 | loss: 0.0311477 | val_loss: 0.0311628 | Time: 2486.51 ms [2022-04-08 13:15:12 main:574] : INFO : Epoch 1755 | loss: 0.0311464 | val_loss: 0.0311633 | Time: 2475.36 ms [2022-04-08 13:15:15 main:574] : INFO : Epoch 1756 | loss: 0.0311479 | val_loss: 0.0311659 | Time: 2503.91 ms [2022-04-08 13:15:17 main:574] : INFO : Epoch 1757 | loss: 0.0311477 | val_loss: 0.031164 | Time: 2516.42 ms [2022-04-08 13:15:20 main:574] : INFO : Epoch 1758 | loss: 0.0311486 | val_loss: 0.0311694 | Time: 2491.71 ms [2022-04-08 13:15:22 main:574] : INFO : Epoch 1759 | loss: 0.0311487 | val_loss: 0.0311647 | Time: 2491.22 ms [2022-04-08 13:15:24 main:574] : INFO : Epoch 1760 | loss: 0.0311479 | val_loss: 0.0311658 | Time: 2469.35 ms [2022-04-08 13:15:27 main:574] : INFO : Epoch 1761 | loss: 0.0311484 | val_loss: 0.0311622 | Time: 2517.38 ms [2022-04-08 13:15:29 main:574] : INFO : Epoch 1762 | loss: 0.0311491 | val_loss: 0.0311634 | Time: 2485.24 ms [2022-04-08 13:15:32 main:574] : INFO : Epoch 1763 | loss: 0.0311485 | val_loss: 0.0311643 | Time: 2500.05 ms [2022-04-08 13:15:35 main:574] : INFO : Epoch 1764 | loss: 0.0311493 | val_loss: 0.0311721 | Time: 2514.76 ms [2022-04-08 13:15:37 main:574] : INFO : Epoch 1765 | loss: 0.0311527 | val_loss: 0.0311716 | Time: 2511.53 ms [2022-04-08 13:15:40 main:574] : INFO : Epoch 1766 | loss: 0.0311497 | val_loss: 0.0311647 | Time: 2488.87 ms [2022-04-08 13:15:42 main:574] : INFO : Epoch 1767 | loss: 0.031149 | val_loss: 0.0311654 | Time: 2507.81 ms [2022-04-08 13:15:45 main:574] : INFO : Epoch 1768 | loss: 0.0311499 | val_loss: 0.0311712 | Time: 2495.68 ms [2022-04-08 13:15:47 main:574] : INFO : Epoch 1769 | loss: 0.0311507 | val_loss: 0.0311656 | Time: 2485.74 ms [2022-04-08 13:15:50 main:574] : INFO : Epoch 1770 | loss: 0.0311486 | val_loss: 0.0311629 | Time: 2496.58 ms [2022-04-08 13:15:52 main:574] : INFO : Epoch 1771 | loss: 0.0311503 | val_loss: 0.0311695 | Time: 2482.91 ms [2022-04-08 13:15:54 main:574] : INFO : Epoch 1772 | loss: 0.0311467 | val_loss: 0.0311649 | Time: 2451.74 ms [2022-04-08 13:15:57 main:574] : INFO : Epoch 1773 | loss: 0.0311476 | val_loss: 0.0311661 | Time: 2453.22 ms [2022-04-08 13:15:59 main:574] : INFO : Epoch 1774 | loss: 0.0311484 | val_loss: 0.0311639 | Time: 2475.41 ms [2022-04-08 13:16:02 main:574] : INFO : Epoch 1775 | loss: 0.0311469 | val_loss: 0.0311651 | Time: 2465.07 ms [2022-04-08 13:16:04 main:574] : INFO : Epoch 1776 | loss: 0.0311471 | val_loss: 0.0311661 | Time: 2446.83 ms [2022-04-08 13:16:07 main:574] : INFO : Epoch 1777 | loss: 0.0311532 | val_loss: 0.0311696 | Time: 2480.63 ms [2022-04-08 13:16:09 main:574] : INFO : Epoch 1778 | loss: 0.0311552 | val_loss: 0.0311651 | Time: 2455.39 ms [2022-04-08 13:16:12 main:574] : INFO : Epoch 1779 | loss: 0.0311529 | val_loss: 0.0311661 | Time: 2491.67 ms [2022-04-08 13:16:14 main:574] : INFO : Epoch 1780 | loss: 0.031152 | val_loss: 0.0311631 | Time: 2476.16 ms [2022-04-08 13:16:17 main:574] : INFO : Epoch 1781 | loss: 0.0311492 | val_loss: 0.031163 | Time: 2496.47 ms [2022-04-08 13:16:19 main:574] : INFO : Epoch 1782 | loss: 0.0311486 | val_loss: 0.0311645 | Time: 2472.27 ms [2022-04-08 13:16:22 main:574] : INFO : Epoch 1783 | loss: 0.0311497 | val_loss: 0.0311636 | Time: 2469.71 ms [2022-04-08 13:16:24 main:574] : INFO : Epoch 1784 | loss: 0.0311498 | val_loss: 0.0311606 | Time: 2520.84 ms [2022-04-08 13:16:27 main:574] : INFO : Epoch 1785 | loss: 0.0311508 | val_loss: 0.0311669 | Time: 2485.52 ms [2022-04-08 13:16:29 main:574] : INFO : Epoch 1786 | loss: 0.0311566 | val_loss: 0.0311691 | Time: 2472.11 ms [2022-04-08 13:16:32 main:574] : INFO : Epoch 1787 | loss: 0.0340279 | val_loss: 0.0320588 | Time: 2509.64 ms [2022-04-08 13:16:34 main:574] : INFO : Epoch 1788 | loss: 0.0394173 | val_loss: 0.033393 | Time: 2484.84 ms [2022-04-08 13:16:37 main:574] : INFO : Epoch 1789 | loss: 0.0325337 | val_loss: 0.0319769 | Time: 2486.47 ms [2022-04-08 13:16:39 main:574] : INFO : Epoch 1790 | loss: 0.031477 | val_loss: 0.0312829 | Time: 2459.23 ms [2022-04-08 13:16:42 main:574] : INFO : Epoch 1791 | loss: 0.0312715 | val_loss: 0.0312523 | Time: 2488.5 ms [2022-04-08 13:16:44 main:574] : INFO : Epoch 1792 | loss: 0.0312378 | val_loss: 0.0312292 | Time: 2473.53 ms [2022-04-08 13:16:47 main:574] : INFO : Epoch 1793 | loss: 0.0312243 | val_loss: 0.0312183 | Time: 2479.32 ms [2022-04-08 13:16:49 main:574] : INFO : Epoch 1794 | loss: 0.0312156 | val_loss: 0.0312103 | Time: 2470.52 ms [2022-04-08 13:16:51 main:574] : INFO : Epoch 1795 | loss: 0.0312089 | val_loss: 0.0312049 | Time: 2483.1 ms [2022-04-08 13:16:54 main:574] : INFO : Epoch 1796 | loss: 0.0312036 | val_loss: 0.0312004 | Time: 2483.81 ms [2022-04-08 13:16:56 main:574] : INFO : Epoch 1797 | loss: 0.0311973 | val_loss: 0.0311949 | Time: 2507.11 ms [2022-04-08 13:16:59 main:574] : INFO : Epoch 1798 | loss: 0.0311931 | val_loss: 0.0311911 | Time: 2508.5 ms [2022-04-08 13:17:01 main:574] : INFO : Epoch 1799 | loss: 0.0311899 | val_loss: 0.031188 | Time: 2461.49 ms [2022-04-08 13:17:04 main:574] : INFO : Epoch 1800 | loss: 0.0311876 | val_loss: 0.0311857 | Time: 2481.89 ms [2022-04-08 13:17:06 main:574] : INFO : Epoch 1801 | loss: 0.0311862 | val_loss: 0.0311847 | Time: 2481.96 ms [2022-04-08 13:17:09 main:574] : INFO : Epoch 1802 | loss: 0.0311861 | val_loss: 0.0311858 | Time: 2478.79 ms [2022-04-08 13:17:11 main:574] : INFO : Epoch 1803 | loss: 0.0311853 | val_loss: 0.031183 | Time: 2451.98 ms [2022-04-08 13:17:14 main:574] : INFO : Epoch 1804 | loss: 0.0311817 | val_loss: 0.031181 | Time: 2506.59 ms [2022-04-08 13:17:16 main:574] : INFO : Epoch 1805 | loss: 0.031179 | val_loss: 0.0311786 | Time: 2476.79 ms [2022-04-08 13:17:19 main:574] : INFO : Epoch 1806 | loss: 0.0311764 | val_loss: 0.0311734 | Time: 2460.69 ms [2022-04-08 13:17:21 main:574] : INFO : Epoch 1807 | loss: 0.0311697 | val_loss: 0.0311675 | Time: 2472.89 ms [2022-04-08 13:17:24 main:574] : INFO : Epoch 1808 | loss: 0.031168 | val_loss: 0.0311669 | Time: 2471.61 ms [2022-04-08 13:17:26 main:574] : INFO : Epoch 1809 | loss: 0.0311659 | val_loss: 0.0311665 | Time: 2487.6 ms [2022-04-08 13:17:29 main:574] : INFO : Epoch 1810 | loss: 0.0311646 | val_loss: 0.0311665 | Time: 2457.46 ms [2022-04-08 13:17:31 main:574] : INFO : Epoch 1811 | loss: 0.0311637 | val_loss: 0.0311662 | Time: 2473.82 ms [2022-04-08 13:17:34 main:574] : INFO : Epoch 1812 | loss: 0.0311634 | val_loss: 0.0311653 | Time: 2476.81 ms [2022-04-08 13:17:36 main:574] : INFO : Epoch 1813 | loss: 0.0311624 | val_loss: 0.0311644 | Time: 2466.22 ms [2022-04-08 13:17:39 main:574] : INFO : Epoch 1814 | loss: 0.0311615 | val_loss: 0.0311634 | Time: 2443.38 ms [2022-04-08 13:17:41 main:574] : INFO : Epoch 1815 | loss: 0.0311618 | val_loss: 0.0311639 | Time: 2473.04 ms [2022-04-08 13:17:44 main:574] : INFO : Epoch 1816 | loss: 0.0311617 | val_loss: 0.0311646 | Time: 2468.47 ms [2022-04-08 13:17:46 main:574] : INFO : Epoch 1817 | loss: 0.0311619 | val_loss: 0.0311642 | Time: 2470.96 ms [2022-04-08 13:17:49 main:574] : INFO : Epoch 1818 | loss: 0.0311606 | val_loss: 0.0311638 | Time: 2513.62 ms [2022-04-08 13:17:51 main:574] : INFO : Epoch 1819 | loss: 0.0311594 | val_loss: 0.0311639 | Time: 2477.9 ms [2022-04-08 13:17:53 main:574] : INFO : Epoch 1820 | loss: 0.0311587 | val_loss: 0.0311631 | Time: 2497.22 ms [2022-04-08 13:17:56 main:574] : INFO : Epoch 1821 | loss: 0.0311577 | val_loss: 0.0311642 | Time: 2467.19 ms [2022-04-08 13:17:58 main:574] : INFO : Epoch 1822 | loss: 0.0311577 | val_loss: 0.0311642 | Time: 2493.59 ms [2022-04-08 13:18:01 main:574] : INFO : Epoch 1823 | loss: 0.0311581 | val_loss: 0.0311665 | Time: 2458.97 ms [2022-04-08 13:18:03 main:574] : INFO : Epoch 1824 | loss: 0.031158 | val_loss: 0.0311646 | Time: 2470.18 ms [2022-04-08 13:18:06 main:574] : INFO : Epoch 1825 | loss: 0.0311571 | val_loss: 0.031163 | Time: 2471.67 ms [2022-04-08 13:18:08 main:574] : INFO : Epoch 1826 | loss: 0.0311563 | val_loss: 0.0311638 | Time: 2473.72 ms [2022-04-08 13:18:11 main:574] : INFO : Epoch 1827 | loss: 0.0311568 | val_loss: 0.0311662 | Time: 2474.86 ms [2022-04-08 13:18:13 main:574] : INFO : Epoch 1828 | loss: 0.0311555 | val_loss: 0.0311638 | Time: 2480.48 ms [2022-04-08 13:18:16 main:574] : INFO : Epoch 1829 | loss: 0.0311564 | val_loss: 0.0311655 | Time: 2466.06 ms [2022-04-08 13:18:18 main:574] : INFO : Epoch 1830 | loss: 0.0311558 | val_loss: 0.0311639 | Time: 2449.87 ms [2022-04-08 13:18:21 main:574] : INFO : Epoch 1831 | loss: 0.031155 | val_loss: 0.0311633 | Time: 2509.65 ms [2022-04-08 13:18:23 main:574] : INFO : Epoch 1832 | loss: 0.0311549 | val_loss: 0.0311656 | Time: 2486.88 ms [2022-04-08 13:18:26 main:574] : INFO : Epoch 1833 | loss: 0.0311546 | val_loss: 0.0311648 | Time: 2444.62 ms [2022-04-08 13:18:28 main:574] : INFO : Epoch 1834 | loss: 0.0311545 | val_loss: 0.0311629 | Time: 2451.64 ms [2022-04-08 13:18:31 main:574] : INFO : Epoch 1835 | loss: 0.0311548 | val_loss: 0.0311629 | Time: 2500.6 ms [2022-04-08 13:18:33 main:574] : INFO : Epoch 1836 | loss: 0.031155 | val_loss: 0.0311637 | Time: 2466.32 ms [2022-04-08 13:18:36 main:574] : INFO : Epoch 1837 | loss: 0.0311534 | val_loss: 0.0311622 | Time: 2458.34 ms [2022-04-08 13:18:38 main:574] : INFO : Epoch 1838 | loss: 0.0311533 | val_loss: 0.0311628 | Time: 2456.72 ms [2022-04-08 13:18:40 main:574] : INFO : Epoch 1839 | loss: 0.031154 | val_loss: 0.0311619 | Time: 2460.69 ms [2022-04-08 13:18:43 main:574] : INFO : Epoch 1840 | loss: 0.0311534 | val_loss: 0.0311631 | Time: 2486.95 ms [2022-04-08 13:18:45 main:574] : INFO : Epoch 1841 | loss: 0.0311531 | val_loss: 0.0311631 | Time: 2478.95 ms [2022-04-08 13:18:48 main:574] : INFO : Epoch 1842 | loss: 0.0311537 | val_loss: 0.0311617 | Time: 2474.6 ms [2022-04-08 13:18:50 main:574] : INFO : Epoch 1843 | loss: 0.0311529 | val_loss: 0.0311622 | Time: 2453.7 ms [2022-04-08 13:18:53 main:574] : INFO : Epoch 1844 | loss: 0.0311526 | val_loss: 0.0311639 | Time: 2486.39 ms [2022-04-08 13:18:55 main:574] : INFO : Epoch 1845 | loss: 0.0311521 | val_loss: 0.0311628 | Time: 2464.86 ms [2022-04-08 13:18:58 main:574] : INFO : Epoch 1846 | loss: 0.0311517 | val_loss: 0.0311629 | Time: 2458.64 ms [2022-04-08 13:19:00 main:574] : INFO : Epoch 1847 | loss: 0.0311522 | val_loss: 0.0311631 | Time: 2447.01 ms [2022-04-08 13:19:03 main:574] : INFO : Epoch 1848 | loss: 0.0311517 | val_loss: 0.031162 | Time: 2468.49 ms [2022-04-08 13:19:05 main:574] : INFO : Epoch 1849 | loss: 0.0311511 | val_loss: 0.0311619 | Time: 2477.68 ms [2022-04-08 13:19:08 main:574] : INFO : Epoch 1850 | loss: 0.0311507 | val_loss: 0.0311623 | Time: 2454.62 ms [2022-04-08 13:19:10 main:574] : INFO : Epoch 1851 | loss: 0.0311504 | val_loss: 0.0311636 | Time: 2447.82 ms [2022-04-08 13:19:13 main:574] : INFO : Epoch 1852 | loss: 0.0311511 | val_loss: 0.031162 | Time: 2496.73 ms [2022-04-08 13:19:15 main:574] : INFO : Epoch 1853 | loss: 0.0311504 | val_loss: 0.0311616 | Time: 2479.45 ms [2022-04-08 13:19:18 main:574] : INFO : Epoch 1854 | loss: 0.0311504 | val_loss: 0.0311617 | Time: 2482.73 ms [2022-04-08 13:19:20 main:574] : INFO : Epoch 1855 | loss: 0.0311504 | val_loss: 0.0311628 | Time: 2488.21 ms [2022-04-08 13:19:23 main:574] : INFO : Epoch 1856 | loss: 0.0311522 | val_loss: 0.0311642 | Time: 2488.55 ms [2022-04-08 13:19:25 main:574] : INFO : Epoch 1857 | loss: 0.0311533 | val_loss: 0.0311622 | Time: 2471.14 ms [2022-04-08 13:19:28 main:574] : INFO : Epoch 1858 | loss: 0.0311511 | val_loss: 0.0311624 | Time: 2482.98 ms [2022-04-08 13:19:30 main:574] : INFO : Epoch 1859 | loss: 0.0311503 | val_loss: 0.0311613 | Time: 2480.24 ms [2022-04-08 13:19:32 main:574] : INFO : Epoch 1860 | loss: 0.0311498 | val_loss: 0.0311622 | Time: 2483.63 ms [2022-04-08 13:19:35 main:574] : INFO : Epoch 1861 | loss: 0.0311497 | val_loss: 0.0311613 | Time: 2439.18 ms [2022-04-08 13:19:37 main:574] : INFO : Epoch 1862 | loss: 0.0311504 | val_loss: 0.0311628 | Time: 2464.32 ms [2022-04-08 13:19:40 main:574] : INFO : Epoch 1863 | loss: 0.0311499 | val_loss: 0.031162 | Time: 2513.86 ms [2022-04-08 13:19:42 main:574] : INFO : Epoch 1864 | loss: 0.0311512 | val_loss: 0.0311617 | Time: 2463.55 ms [2022-04-08 13:19:45 main:574] : INFO : Epoch 1865 | loss: 0.0311501 | val_loss: 0.0311629 | Time: 2452.91 ms [2022-04-08 13:19:47 main:574] : INFO : Epoch 1866 | loss: 0.0311494 | val_loss: 0.0311622 | Time: 2465.48 ms [2022-04-08 13:19:50 main:574] : INFO : Epoch 1867 | loss: 0.0311489 | val_loss: 0.031162 | Time: 2514.57 ms [2022-04-08 13:19:52 main:574] : INFO : Epoch 1868 | loss: 0.0311492 | val_loss: 0.031162 | Time: 2467.36 ms [2022-04-08 13:19:55 main:574] : INFO : Epoch 1869 | loss: 0.0311492 | val_loss: 0.0311626 | Time: 2488.04 ms [2022-04-08 13:19:57 main:574] : INFO : Epoch 1870 | loss: 0.0311492 | val_loss: 0.0311628 | Time: 2502.96 ms [2022-04-08 13:20:00 main:574] : INFO : Epoch 1871 | loss: 0.0311497 | val_loss: 0.0311631 | Time: 2567.4 ms [2022-04-08 13:20:02 main:574] : INFO : Epoch 1872 | loss: 0.0311493 | val_loss: 0.0311621 | Time: 2512.04 ms [2022-04-08 13:20:05 main:574] : INFO : Epoch 1873 | loss: 0.0311488 | val_loss: 0.0311627 | Time: 2535.88 ms [2022-04-08 13:20:07 main:574] : INFO : Epoch 1874 | loss: 0.0311486 | val_loss: 0.0311631 | Time: 2494.95 ms [2022-04-08 13:20:10 main:574] : INFO : Epoch 1875 | loss: 0.0311484 | val_loss: 0.0311625 | Time: 2508.63 ms [2022-04-08 13:20:12 main:574] : INFO : Epoch 1876 | loss: 0.0311481 | val_loss: 0.0311611 | Time: 2465.52 ms [2022-04-08 13:20:15 main:574] : INFO : Epoch 1877 | loss: 0.0311489 | val_loss: 0.0311627 | Time: 2467.75 ms [2022-04-08 13:20:17 main:574] : INFO : Epoch 1878 | loss: 0.0311488 | val_loss: 0.0311621 | Time: 2466.14 ms [2022-04-08 13:20:20 main:574] : INFO : Epoch 1879 | loss: 0.0311482 | val_loss: 0.0311633 | Time: 2522.93 ms [2022-04-08 13:20:22 main:574] : INFO : Epoch 1880 | loss: 0.031148 | val_loss: 0.0311638 | Time: 2494.99 ms [2022-04-08 13:20:25 main:574] : INFO : Epoch 1881 | loss: 0.0311495 | val_loss: 0.0311646 | Time: 2517.66 ms [2022-04-08 13:20:27 main:574] : INFO : Epoch 1882 | loss: 0.0311507 | val_loss: 0.0311626 | Time: 2487.35 ms [2022-04-08 13:20:30 main:574] : INFO : Epoch 1883 | loss: 0.0311491 | val_loss: 0.0311634 | Time: 2477.84 ms [2022-04-08 13:20:32 main:574] : INFO : Epoch 1884 | loss: 0.0311493 | val_loss: 0.0311677 | Time: 2492.73 ms [2022-04-08 13:20:35 main:574] : INFO : Epoch 1885 | loss: 0.0311484 | val_loss: 0.0311633 | Time: 2521.68 ms [2022-04-08 13:20:37 main:574] : INFO : Epoch 1886 | loss: 0.0311475 | val_loss: 0.0311642 | Time: 2488.98 ms [2022-04-08 13:20:40 main:574] : INFO : Epoch 1887 | loss: 0.0311475 | val_loss: 0.031163 | Time: 2514.71 ms [2022-04-08 13:20:42 main:574] : INFO : Epoch 1888 | loss: 0.0311473 | val_loss: 0.0311639 | Time: 2491.06 ms [2022-04-08 13:20:45 main:574] : INFO : Epoch 1889 | loss: 0.0311472 | val_loss: 0.0311641 | Time: 2478.68 ms [2022-04-08 13:20:47 main:574] : INFO : Epoch 1890 | loss: 0.0311474 | val_loss: 0.0311646 | Time: 2486.63 ms [2022-04-08 13:20:50 main:574] : INFO : Epoch 1891 | loss: 0.031148 | val_loss: 0.0311631 | Time: 2503.56 ms [2022-04-08 13:20:52 main:574] : INFO : Epoch 1892 | loss: 0.0311472 | val_loss: 0.0311632 | Time: 2488.85 ms [2022-04-08 13:20:55 main:574] : INFO : Epoch 1893 | loss: 0.0311464 | val_loss: 0.0311631 | Time: 2495.71 ms [2022-04-08 13:20:57 main:574] : INFO : Epoch 1894 | loss: 0.031148 | val_loss: 0.0311635 | Time: 2486.84 ms [2022-04-08 13:21:00 main:574] : INFO : Epoch 1895 | loss: 0.031147 | val_loss: 0.0311629 | Time: 2484.72 ms [2022-04-08 13:21:02 main:574] : INFO : Epoch 1896 | loss: 0.0311466 | val_loss: 0.0311645 | Time: 2442.28 ms [2022-04-08 13:21:05 main:574] : INFO : Epoch 1897 | loss: 0.0311478 | val_loss: 0.0311636 | Time: 2503.42 ms [2022-04-08 13:21:07 main:574] : INFO : Epoch 1898 | loss: 0.0311476 | val_loss: 0.0311646 | Time: 2502.95 ms [2022-04-08 13:21:10 main:574] : INFO : Epoch 1899 | loss: 0.0311467 | val_loss: 0.0311646 | Time: 2493.42 ms [2022-04-08 13:21:12 main:574] : INFO : Epoch 1900 | loss: 0.0311467 | val_loss: 0.0311618 | Time: 2476.65 ms [2022-04-08 13:21:15 main:574] : INFO : Epoch 1901 | loss: 0.0311476 | val_loss: 0.0311635 | Time: 2488.38 ms [2022-04-08 13:21:17 main:574] : INFO : Epoch 1902 | loss: 0.0311491 | val_loss: 0.0311625 | Time: 2469.87 ms [2022-04-08 13:21:20 main:574] : INFO : Epoch 1903 | loss: 0.0311482 | val_loss: 0.0311631 | Time: 2447.5 ms [2022-04-08 13:21:22 main:574] : INFO : Epoch 1904 | loss: 0.031149 | val_loss: 0.0311641 | Time: 2503.66 ms [2022-04-08 13:21:25 main:574] : INFO : Epoch 1905 | loss: 0.0311497 | val_loss: 0.031164 | Time: 2482.74 ms [2022-04-08 13:21:27 main:574] : INFO : Epoch 1906 | loss: 0.0311493 | val_loss: 0.0311625 | Time: 2494.24 ms [2022-04-08 13:21:30 main:574] : INFO : Epoch 1907 | loss: 0.0311506 | val_loss: 0.0311641 | Time: 2464.13 ms [2022-04-08 13:21:32 main:574] : INFO : Epoch 1908 | loss: 0.0311502 | val_loss: 0.0311618 | Time: 2449.03 ms [2022-04-08 13:21:34 main:574] : INFO : Epoch 1909 | loss: 0.031151 | val_loss: 0.031163 | Time: 2480.64 ms [2022-04-08 13:21:37 main:574] : INFO : Epoch 1910 | loss: 0.0311519 | val_loss: 0.0311609 | Time: 2511.59 ms [2022-04-08 13:21:39 main:574] : INFO : Epoch 1911 | loss: 0.0311514 | val_loss: 0.0311633 | Time: 2466.36 ms [2022-04-08 13:21:42 main:574] : INFO : Epoch 1912 | loss: 0.0311513 | val_loss: 0.031163 | Time: 2506.83 ms [2022-04-08 13:21:45 main:574] : INFO : Epoch 1913 | loss: 0.0311514 | val_loss: 0.0311643 | Time: 2516.76 ms [2022-04-08 13:21:47 main:574] : INFO : Epoch 1914 | loss: 0.0311509 | val_loss: 0.031163 | Time: 2485.08 ms [2022-04-08 13:21:49 main:574] : INFO : Epoch 1915 | loss: 0.0311494 | val_loss: 0.0311626 | Time: 2455.96 ms [2022-04-08 13:21:52 main:574] : INFO : Epoch 1916 | loss: 0.0311491 | val_loss: 0.0311618 | Time: 2502.99 ms [2022-04-08 13:21:54 main:574] : INFO : Epoch 1917 | loss: 0.0311485 | val_loss: 0.0311609 | Time: 2497.14 ms [2022-04-08 13:21:57 main:574] : INFO : Epoch 1918 | loss: 0.0311487 | val_loss: 0.0311618 | Time: 2486.61 ms [2022-04-08 13:21:59 main:574] : INFO : Epoch 1919 | loss: 0.0311474 | val_loss: 0.0311618 | Time: 2475.16 ms [2022-04-08 13:22:02 main:574] : INFO : Epoch 1920 | loss: 0.031148 | val_loss: 0.0311623 | Time: 2524.63 ms [2022-04-08 13:22:04 main:574] : INFO : Epoch 1921 | loss: 0.0311483 | val_loss: 0.0311618 | Time: 2463.2 ms [2022-04-08 13:22:07 main:574] : INFO : Epoch 1922 | loss: 0.0311505 | val_loss: 0.0311631 | Time: 2491.41 ms [2022-04-08 13:22:09 main:574] : INFO : Epoch 1923 | loss: 0.0311492 | val_loss: 0.0311638 | Time: 2500.46 ms [2022-04-08 13:22:12 main:574] : INFO : Epoch 1924 | loss: 0.0311477 | val_loss: 0.0311626 | Time: 2458.14 ms [2022-04-08 13:22:14 main:574] : INFO : Epoch 1925 | loss: 0.031148 | val_loss: 0.031163 | Time: 2498.27 ms [2022-04-08 13:22:17 main:574] : INFO : Epoch 1926 | loss: 0.0311479 | val_loss: 0.031165 | Time: 2499.18 ms [2022-04-08 13:22:19 main:574] : INFO : Epoch 1927 | loss: 0.0311486 | val_loss: 0.0311638 | Time: 2483.07 ms [2022-04-08 13:22:22 main:574] : INFO : Epoch 1928 | loss: 0.031147 | val_loss: 0.0311654 | Time: 2483.66 ms [2022-04-08 13:22:24 main:574] : INFO : Epoch 1929 | loss: 0.031147 | val_loss: 0.0311639 | Time: 2477.82 ms [2022-04-08 13:22:27 main:574] : INFO : Epoch 1930 | loss: 0.0311472 | val_loss: 0.0311645 | Time: 2480.69 ms [2022-04-08 13:22:29 main:574] : INFO : Epoch 1931 | loss: 0.0311464 | val_loss: 0.0311653 | Time: 2466.22 ms [2022-04-08 13:22:32 main:574] : INFO : Epoch 1932 | loss: 0.0311464 | val_loss: 0.0311646 | Time: 2489.97 ms [2022-04-08 13:22:34 main:574] : INFO : Epoch 1933 | loss: 0.0311468 | val_loss: 0.0311641 | Time: 2457.54 ms [2022-04-08 13:22:37 main:574] : INFO : Epoch 1934 | loss: 0.0311476 | val_loss: 0.0311658 | Time: 2520.88 ms [2022-04-08 13:22:39 main:574] : INFO : Epoch 1935 | loss: 0.0311467 | val_loss: 0.0311643 | Time: 2476.83 ms [2022-04-08 13:22:42 main:574] : INFO : Epoch 1936 | loss: 0.0311466 | val_loss: 0.0311647 | Time: 2448.77 ms [2022-04-08 13:22:44 main:574] : INFO : Epoch 1937 | loss: 0.0311451 | val_loss: 0.0311638 | Time: 2480.3 ms [2022-04-08 13:22:47 main:574] : INFO : Epoch 1938 | loss: 0.0311451 | val_loss: 0.031164 | Time: 2476.59 ms [2022-04-08 13:22:49 main:574] : INFO : Epoch 1939 | loss: 0.0311455 | val_loss: 0.0311617 | Time: 2478.8 ms [2022-04-08 13:22:52 main:574] : INFO : Epoch 1940 | loss: 0.0311456 | val_loss: 0.0311666 | Time: 2503.04 ms [2022-04-08 13:22:54 main:574] : INFO : Epoch 1941 | loss: 0.0311477 | val_loss: 0.0311665 | Time: 2477.77 ms [2022-04-08 13:22:57 main:574] : INFO : Epoch 1942 | loss: 0.0311476 | val_loss: 0.0311669 | Time: 2452.38 ms [2022-04-08 13:22:59 main:574] : INFO : Epoch 1943 | loss: 0.0311459 | val_loss: 0.0311641 | Time: 2472.33 ms [2022-04-08 13:23:02 main:574] : INFO : Epoch 1944 | loss: 0.0311456 | val_loss: 0.031165 | Time: 2465.74 ms [2022-04-08 13:23:04 main:574] : INFO : Epoch 1945 | loss: 0.0311469 | val_loss: 0.0311654 | Time: 2474.36 ms [2022-04-08 13:23:06 main:574] : INFO : Epoch 1946 | loss: 0.0311466 | val_loss: 0.0311632 | Time: 2463.93 ms [2022-04-08 13:23:09 main:574] : INFO : Epoch 1947 | loss: 0.0311463 | val_loss: 0.031164 | Time: 2449.93 ms [2022-04-08 13:23:11 main:574] : INFO : Epoch 1948 | loss: 0.0311459 | val_loss: 0.0311621 | Time: 2506.76 ms [2022-04-08 13:23:14 main:574] : INFO : Epoch 1949 | loss: 0.0311467 | val_loss: 0.031164 | Time: 2476 ms [2022-04-08 13:23:16 main:574] : INFO : Epoch 1950 | loss: 0.0311471 | val_loss: 0.0311649 | Time: 2461.32 ms [2022-04-08 13:23:19 main:574] : INFO : Epoch 1951 | loss: 0.0311478 | val_loss: 0.0311623 | Time: 2476.97 ms [2022-04-08 13:23:21 main:574] : INFO : Epoch 1952 | loss: 0.0311467 | val_loss: 0.031166 | Time: 2488.42 ms [2022-04-08 13:23:24 main:574] : INFO : Epoch 1953 | loss: 0.0311469 | val_loss: 0.031164 | Time: 2512.31 ms [2022-04-08 13:23:26 main:574] : INFO : Epoch 1954 | loss: 0.0311454 | val_loss: 0.0311635 | Time: 2467.37 ms [2022-04-08 13:23:29 main:574] : INFO : Epoch 1955 | loss: 0.0311455 | val_loss: 0.0311717 | Time: 2496.84 ms [2022-04-08 13:23:31 main:574] : INFO : Epoch 1956 | loss: 0.0311471 | val_loss: 0.0311656 | Time: 2480.97 ms [2022-04-08 13:23:34 main:574] : INFO : Epoch 1957 | loss: 0.0311445 | val_loss: 0.0311634 | Time: 2478.01 ms [2022-04-08 13:23:36 main:574] : INFO : Epoch 1958 | loss: 0.0311449 | val_loss: 0.0311637 | Time: 2491.83 ms [2022-04-08 13:23:39 main:574] : INFO : Epoch 1959 | loss: 0.0311452 | val_loss: 0.0311674 | Time: 2485.35 ms [2022-04-08 13:23:41 main:574] : INFO : Epoch 1960 | loss: 0.0311464 | val_loss: 0.0311622 | Time: 2483.2 ms [2022-04-08 13:23:44 main:574] : INFO : Epoch 1961 | loss: 0.031145 | val_loss: 0.0311624 | Time: 2487.77 ms [2022-04-08 13:23:46 main:574] : INFO : Epoch 1962 | loss: 0.0311455 | val_loss: 0.0311639 | Time: 2507.54 ms [2022-04-08 13:23:49 main:574] : INFO : Epoch 1963 | loss: 0.0311457 | val_loss: 0.0311648 | Time: 2458.32 ms [2022-04-08 13:23:51 main:574] : INFO : Epoch 1964 | loss: 0.0311463 | val_loss: 0.031164 | Time: 2469.51 ms [2022-04-08 13:23:54 main:574] : INFO : Epoch 1965 | loss: 0.0311481 | val_loss: 0.0311632 | Time: 2479.36 ms [2022-04-08 13:23:56 main:574] : INFO : Epoch 1966 | loss: 0.0311514 | val_loss: 0.031163 | Time: 2452.04 ms [2022-04-08 13:23:59 main:574] : INFO : Epoch 1967 | loss: 0.0311514 | val_loss: 0.0311616 | Time: 2451.82 ms [2022-04-08 13:24:01 main:574] : INFO : Epoch 1968 | loss: 0.0311511 | val_loss: 0.0311599 | Time: 2483.37 ms [2022-04-08 13:24:04 main:574] : INFO : Epoch 1969 | loss: 0.0311504 | val_loss: 0.0311612 | Time: 2476.19 ms [2022-04-08 13:24:06 main:574] : INFO : Epoch 1970 | loss: 0.0311552 | val_loss: 0.0311667 | Time: 2464.59 ms [2022-04-08 13:24:08 main:574] : INFO : Epoch 1971 | loss: 0.0311559 | val_loss: 0.0311627 | Time: 2456.92 ms [2022-04-08 13:24:11 main:574] : INFO : Epoch 1972 | loss: 0.0311524 | val_loss: 0.0311592 | Time: 2483.52 ms [2022-04-08 13:24:13 main:574] : INFO : Epoch 1973 | loss: 0.0311504 | val_loss: 0.0311624 | Time: 2494.1 ms [2022-04-08 13:24:16 main:574] : INFO : Epoch 1974 | loss: 0.0311487 | val_loss: 0.0311606 | Time: 2474.49 ms [2022-04-08 13:24:18 main:574] : INFO : Epoch 1975 | loss: 0.0311479 | val_loss: 0.031161 | Time: 2522.85 ms [2022-04-08 13:24:21 main:574] : INFO : Epoch 1976 | loss: 0.0311475 | val_loss: 0.0311612 | Time: 2475.17 ms [2022-04-08 13:24:23 main:574] : INFO : Epoch 1977 | loss: 0.0311472 | val_loss: 0.0311621 | Time: 2491.55 ms [2022-04-08 13:24:26 main:574] : INFO : Epoch 1978 | loss: 0.0311473 | val_loss: 0.031161 | Time: 2479.13 ms [2022-04-08 13:24:28 main:574] : INFO : Epoch 1979 | loss: 0.0311482 | val_loss: 0.031163 | Time: 2454.18 ms [2022-04-08 13:24:31 main:574] : INFO : Epoch 1980 | loss: 0.0311475 | val_loss: 0.0311611 | Time: 2478.11 ms [2022-04-08 13:24:33 main:574] : INFO : Epoch 1981 | loss: 0.0311472 | val_loss: 0.0311621 | Time: 2486.16 ms [2022-04-08 13:24:36 main:574] : INFO : Epoch 1982 | loss: 0.0311473 | val_loss: 0.0311607 | Time: 2493.35 ms [2022-04-08 13:24:38 main:574] : INFO : Epoch 1983 | loss: 0.031148 | val_loss: 0.0311602 | Time: 2473.17 ms [2022-04-08 13:24:41 main:574] : INFO : Epoch 1984 | loss: 0.0311474 | val_loss: 0.0311592 | Time: 2493.3 ms [2022-04-08 13:24:43 main:574] : INFO : Epoch 1985 | loss: 0.0311467 | val_loss: 0.0311597 | Time: 2509.47 ms [2022-04-08 13:24:46 main:574] : INFO : Epoch 1986 | loss: 0.0311474 | val_loss: 0.0311598 | Time: 2492.08 ms [2022-04-08 13:24:48 main:574] : INFO : Epoch 1987 | loss: 0.0311468 | val_loss: 0.0311592 | Time: 2484.36 ms [2022-04-08 13:24:51 main:574] : INFO : Epoch 1988 | loss: 0.0311459 | val_loss: 0.0311618 | Time: 2480.29 ms [2022-04-08 13:24:53 main:574] : INFO : Epoch 1989 | loss: 0.0311458 | val_loss: 0.0311589 | Time: 2449.93 ms [2022-04-08 13:24:56 main:574] : INFO : Epoch 1990 | loss: 0.031146 | val_loss: 0.0311595 | Time: 2458.75 ms [2022-04-08 13:24:58 main:574] : INFO : Epoch 1991 | loss: 0.0311439 | val_loss: 0.0311587 | Time: 2486.74 ms [2022-04-08 13:25:01 main:574] : INFO : Epoch 1992 | loss: 0.0311433 | val_loss: 0.0311593 | Time: 2496.82 ms [2022-04-08 13:25:03 main:574] : INFO : Epoch 1993 | loss: 0.031144 | val_loss: 0.0311594 | Time: 2469.12 ms [2022-04-08 13:25:06 main:574] : INFO : Epoch 1994 | loss: 0.031145 | val_loss: 0.0311608 | Time: 2508.72 ms [2022-04-08 13:25:08 main:574] : INFO : Epoch 1995 | loss: 0.0311458 | val_loss: 0.031161 | Time: 2464.93 ms [2022-04-08 13:25:11 main:574] : INFO : Epoch 1996 | loss: 0.0311472 | val_loss: 0.0311626 | Time: 2450.99 ms [2022-04-08 13:25:13 main:574] : INFO : Epoch 1997 | loss: 0.0311511 | val_loss: 0.0311618 | Time: 2502.89 ms [2022-04-08 13:25:15 main:574] : INFO : Epoch 1998 | loss: 0.0311518 | val_loss: 0.0311621 | Time: 2447.04 ms [2022-04-08 13:25:18 main:574] : INFO : Epoch 1999 | loss: 0.031153 | val_loss: 0.0311631 | Time: 2448.72 ms [2022-04-08 13:25:20 main:574] : INFO : Epoch 2000 | loss: 0.0311518 | val_loss: 0.0311614 | Time: 2484.55 ms [2022-04-08 13:25:23 main:574] : INFO : Epoch 2001 | loss: 0.0311491 | val_loss: 0.0311599 | Time: 2437.49 ms [2022-04-08 13:25:25 main:574] : INFO : Epoch 2002 | loss: 0.0311469 | val_loss: 0.0311592 | Time: 2439.5 ms [2022-04-08 13:25:28 main:574] : INFO : Epoch 2003 | loss: 0.0311459 | val_loss: 0.031159 | Time: 2459.57 ms [2022-04-08 13:25:30 main:574] : INFO : Epoch 2004 | loss: 0.0311461 | val_loss: 0.0311617 | Time: 2477.8 ms [2022-04-08 13:25:33 main:574] : INFO : Epoch 2005 | loss: 0.0311463 | val_loss: 0.0311609 | Time: 2457.23 ms [2022-04-08 13:25:35 main:574] : INFO : Epoch 2006 | loss: 0.0311452 | val_loss: 0.0311615 | Time: 2425.44 ms [2022-04-08 13:25:38 main:574] : INFO : Epoch 2007 | loss: 0.0311441 | val_loss: 0.0311605 | Time: 2427.4 ms [2022-04-08 13:25:40 main:574] : INFO : Epoch 2008 | loss: 0.031148 | val_loss: 0.0311643 | Time: 2469.85 ms [2022-04-08 13:25:43 main:574] : INFO : Epoch 2009 | loss: 0.0311612 | val_loss: 0.0311658 | Time: 2466.96 ms [2022-04-08 13:25:45 main:574] : INFO : Epoch 2010 | loss: 0.0311643 | val_loss: 0.0311655 | Time: 2473.84 ms [2022-04-08 13:25:47 main:574] : INFO : Epoch 2011 | loss: 0.03116 | val_loss: 0.031163 | Time: 2451.04 ms [2022-04-08 13:25:50 main:574] : INFO : Epoch 2012 | loss: 0.0311575 | val_loss: 0.0311618 | Time: 2438.28 ms [2022-04-08 13:25:52 main:574] : INFO : Epoch 2013 | loss: 0.0311593 | val_loss: 0.0311623 | Time: 2471.35 ms [2022-04-08 13:25:55 main:574] : INFO : Epoch 2014 | loss: 0.0311582 | val_loss: 0.0311627 | Time: 2490.42 ms [2022-04-08 13:25:57 main:574] : INFO : Epoch 2015 | loss: 0.0311553 | val_loss: 0.0311598 | Time: 2459.47 ms [2022-04-08 13:26:00 main:574] : INFO : Epoch 2016 | loss: 0.0311549 | val_loss: 0.0311607 | Time: 2460.56 ms [2022-04-08 13:26:02 main:574] : INFO : Epoch 2017 | loss: 0.0311545 | val_loss: 0.0311622 | Time: 2458.62 ms [2022-04-08 13:26:05 main:574] : INFO : Epoch 2018 | loss: 0.0311562 | val_loss: 0.0311611 | Time: 2480.87 ms [2022-04-08 13:26:07 main:574] : INFO : Epoch 2019 | loss: 0.0311536 | val_loss: 0.0311605 | Time: 2484.69 ms [2022-04-08 13:26:10 main:574] : INFO : Epoch 2020 | loss: 0.0311528 | val_loss: 0.0311616 | Time: 2474.76 ms [2022-04-08 13:26:12 main:574] : INFO : Epoch 2021 | loss: 0.0311527 | val_loss: 0.0311618 | Time: 2456.26 ms [2022-04-08 13:26:15 main:574] : INFO : Epoch 2022 | loss: 0.0311524 | val_loss: 0.0311598 | Time: 2440.06 ms [2022-04-08 13:26:17 main:574] : INFO : Epoch 2023 | loss: 0.031151 | val_loss: 0.0311576 | Time: 2442.58 ms [2022-04-08 13:26:19 main:574] : INFO : Epoch 2024 | loss: 0.03115 | val_loss: 0.031159 | Time: 2455.95 ms [2022-04-08 13:26:22 main:574] : INFO : Epoch 2025 | loss: 0.0311487 | val_loss: 0.0311605 | Time: 2438.99 ms [2022-04-08 13:26:24 main:574] : INFO : Epoch 2026 | loss: 0.0311491 | val_loss: 0.0311596 | Time: 2462.33 ms [2022-04-08 13:26:27 main:574] : INFO : Epoch 2027 | loss: 0.0311486 | val_loss: 0.0311591 | Time: 2441.99 ms [2022-04-08 13:26:29 main:574] : INFO : Epoch 2028 | loss: 0.0311492 | val_loss: 0.0311617 | Time: 2445.09 ms [2022-04-08 13:26:32 main:574] : INFO : Epoch 2029 | loss: 0.0311551 | val_loss: 0.0311598 | Time: 2469.13 ms [2022-04-08 13:26:34 main:574] : INFO : Epoch 2030 | loss: 0.031154 | val_loss: 0.0311575 | Time: 2467.09 ms [2022-04-08 13:26:37 main:574] : INFO : Epoch 2031 | loss: 0.031152 | val_loss: 0.0311578 | Time: 2446.58 ms [2022-04-08 13:26:39 main:574] : INFO : Epoch 2032 | loss: 0.0311511 | val_loss: 0.0311583 | Time: 2452.89 ms [2022-04-08 13:26:42 main:574] : INFO : Epoch 2033 | loss: 0.0311501 | val_loss: 0.0311572 | Time: 2452.32 ms [2022-04-08 13:26:44 main:574] : INFO : Epoch 2034 | loss: 0.03115 | val_loss: 0.0311576 | Time: 2469.51 ms [2022-04-08 13:26:47 main:574] : INFO : Epoch 2035 | loss: 0.0311502 | val_loss: 0.0311567 | Time: 2469.6 ms [2022-04-08 13:26:49 main:574] : INFO : Epoch 2036 | loss: 0.0311512 | val_loss: 0.0311575 | Time: 2503.66 ms [2022-04-08 13:26:52 main:574] : INFO : Epoch 2037 | loss: 0.0311494 | val_loss: 0.0311598 | Time: 2501.2 ms [2022-04-08 13:26:54 main:574] : INFO : Epoch 2038 | loss: 0.0311496 | val_loss: 0.0311622 | Time: 2478.32 ms [2022-04-08 13:26:56 main:574] : INFO : Epoch 2039 | loss: 0.0311492 | val_loss: 0.0311575 | Time: 2492.09 ms [2022-04-08 13:26:59 main:574] : INFO : Epoch 2040 | loss: 0.0311483 | val_loss: 0.0311587 | Time: 2462.2 ms [2022-04-08 13:27:01 main:574] : INFO : Epoch 2041 | loss: 0.0311479 | val_loss: 0.0311595 | Time: 2456.57 ms [2022-04-08 13:27:04 main:574] : INFO : Epoch 2042 | loss: 0.0311499 | val_loss: 0.0311597 | Time: 2473.62 ms [2022-04-08 13:27:06 main:574] : INFO : Epoch 2043 | loss: 0.0311491 | val_loss: 0.0311598 | Time: 2486.71 ms [2022-04-08 13:27:09 main:574] : INFO : Epoch 2044 | loss: 0.0311496 | val_loss: 0.0311595 | Time: 2482.64 ms [2022-04-08 13:27:11 main:574] : INFO : Epoch 2045 | loss: 0.0311479 | val_loss: 0.031159 | Time: 2501.96 ms [2022-04-08 13:27:14 main:574] : INFO : Epoch 2046 | loss: 0.0311472 | val_loss: 0.0311594 | Time: 2464.64 ms [2022-04-08 13:27:16 main:574] : INFO : Epoch 2047 | loss: 0.0311463 | val_loss: 0.0311603 | Time: 2089.51 ms [2022-04-08 13:27:18 main:574] : INFO : Epoch 2048 | loss: 0.0311475 | val_loss: 0.0311587 | Time: 1850.53 ms [2022-04-08 13:27:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311587 [2022-04-08 13:27:18 main:603] : INFO : Saving end state to config to file [2022-04-08 13:27:18 main:608] : INFO : Success, exiting.. 13:27:18 (4904): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)