Task 14596436
| Name | ParityModified-1647047779-8459-3-0_0 |
| Workunit | 11618060 |
| Created | 11 Apr 2022, 2:00:52 UTC |
| Sent | 11 Apr 2022, 3:25:59 UTC |
| Report deadline | 19 Apr 2022, 3:25:59 UTC |
| Received | 11 Apr 2022, 15:36:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21038 |
| Run time | 1 hours 27 min 14 sec |
| CPU time | 1 hours 24 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,571.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0311541 | val_loss: 0.0311653 | Time: 2497.37 ms [2022-04-11 11:05:59 main:574] : INFO : Epoch 1543 | loss: 0.0311533 | val_loss: 0.0311664 | Time: 2488.92 ms [2022-04-11 11:06:01 main:574] : INFO : Epoch 1544 | loss: 0.0311534 | val_loss: 0.0311662 | Time: 2483.99 ms [2022-04-11 11:06:04 main:574] : INFO : Epoch 1545 | loss: 0.0311525 | val_loss: 0.0311686 | Time: 2498.84 ms [2022-04-11 11:06:06 main:574] : INFO : Epoch 1546 | loss: 0.0311522 | val_loss: 0.0311665 | Time: 2498.22 ms [2022-04-11 11:06:09 main:574] : INFO : Epoch 1547 | loss: 0.0311549 | val_loss: 0.0311693 | Time: 2485.73 ms [2022-04-11 11:06:11 main:574] : INFO : Epoch 1548 | loss: 0.0311547 | val_loss: 0.0311706 | Time: 2488.94 ms [2022-04-11 11:06:14 main:574] : INFO : Epoch 1549 | loss: 0.0311567 | val_loss: 0.0311702 | Time: 2491.43 ms [2022-04-11 11:06:17 main:574] : INFO : Epoch 1550 | loss: 0.0311534 | val_loss: 0.0311659 | Time: 2493.18 ms [2022-04-11 11:06:19 main:574] : INFO : Epoch 1551 | loss: 0.031154 | val_loss: 0.0311701 | Time: 2494.3 ms [2022-04-11 11:06:22 main:574] : INFO : Epoch 1552 | loss: 0.0311541 | val_loss: 0.0311654 | Time: 2492.42 ms [2022-04-11 11:06:24 main:574] : INFO : Epoch 1553 | loss: 0.0311557 | val_loss: 0.0311683 | Time: 2497.57 ms [2022-04-11 11:06:27 main:574] : INFO : Epoch 1554 | loss: 0.0311559 | val_loss: 0.0311707 | Time: 2495.41 ms [2022-04-11 11:06:29 main:574] : INFO : Epoch 1555 | loss: 0.0311535 | val_loss: 0.03117 | Time: 2493.74 ms [2022-04-11 11:06:32 main:574] : INFO : Epoch 1556 | loss: 0.0311534 | val_loss: 0.0311714 | Time: 2494.46 ms [2022-04-11 11:06:34 main:574] : INFO : Epoch 1557 | loss: 0.0311559 | val_loss: 0.0311658 | Time: 2497.29 ms [2022-04-11 11:06:37 main:574] : INFO : Epoch 1558 | loss: 0.0311561 | val_loss: 0.0311657 | Time: 2485.59 ms [2022-04-11 11:06:39 main:574] : INFO : Epoch 1559 | loss: 0.0311534 | val_loss: 0.0311669 | Time: 2491.41 ms [2022-04-11 11:06:42 main:574] : INFO : Epoch 1560 | loss: 0.0311509 | val_loss: 0.0311662 | Time: 2499.67 ms [2022-04-11 11:06:44 main:574] : INFO : Epoch 1561 | loss: 0.0311512 | val_loss: 0.0311674 | Time: 2495.52 ms [2022-04-11 11:06:47 main:574] : INFO : Epoch 1562 | loss: 0.031152 | val_loss: 0.0311692 | Time: 2491.47 ms [2022-04-11 11:06:50 main:574] : INFO : Epoch 1563 | loss: 0.0311568 | val_loss: 0.0311681 | Time: 2494.05 ms [2022-04-11 11:06:52 main:574] : INFO : Epoch 1564 | loss: 0.0311575 | val_loss: 0.0311876 | Time: 2485.89 ms [2022-04-11 11:06:55 main:574] : INFO : Epoch 1565 | loss: 0.0312583 | val_loss: 0.0314377 | Time: 2498.51 ms [2022-04-11 11:06:57 main:574] : INFO : Epoch 1566 | loss: 0.0394738 | val_loss: 0.0343662 | Time: 2492.51 ms [2022-04-11 11:07:00 main:574] : INFO : Epoch 1567 | loss: 0.0341029 | val_loss: 0.0319394 | Time: 2503.68 ms [2022-04-11 11:07:02 main:574] : INFO : Epoch 1568 | loss: 0.0315132 | val_loss: 0.0312315 | Time: 2491.72 ms [2022-04-11 11:07:05 main:574] : INFO : Epoch 1569 | loss: 0.0312183 | val_loss: 0.031197 | Time: 2499.15 ms [2022-04-11 11:07:07 main:574] : INFO : Epoch 1570 | loss: 0.0311785 | val_loss: 0.0311728 | Time: 2496 ms [2022-04-11 11:07:10 main:574] : INFO : Epoch 1571 | loss: 0.0311686 | val_loss: 0.0311691 | Time: 2501.71 ms [2022-04-11 11:07:12 main:574] : INFO : Epoch 1572 | loss: 0.0311649 | val_loss: 0.0311685 | Time: 2491.78 ms [2022-04-11 11:07:15 main:574] : INFO : Epoch 1573 | loss: 0.0311639 | val_loss: 0.031171 | Time: 2496.08 ms [2022-04-11 11:07:17 main:574] : INFO : Epoch 1574 | loss: 0.0311639 | val_loss: 0.0311676 | Time: 2493.36 ms [2022-04-11 11:07:20 main:574] : INFO : Epoch 1575 | loss: 0.0311619 | val_loss: 0.0311672 | Time: 2492.17 ms [2022-04-11 11:07:22 main:574] : INFO : Epoch 1576 | loss: 0.0311611 | val_loss: 0.0311676 | Time: 2493.39 ms [2022-04-11 11:07:25 main:574] : INFO : Epoch 1577 | loss: 0.03116 | val_loss: 0.0311666 | Time: 2498.21 ms [2022-04-11 11:07:28 main:574] : INFO : Epoch 1578 | loss: 0.031159 | val_loss: 0.0311664 | Time: 2498.91 ms [2022-04-11 11:07:30 main:574] : INFO : Epoch 1579 | loss: 0.0311572 | val_loss: 0.0311654 | Time: 2494.95 ms [2022-04-11 11:07:33 main:574] : INFO : Epoch 1580 | loss: 0.031156 | val_loss: 0.0311648 | Time: 2496.25 ms [2022-04-11 11:07:35 main:574] : INFO : Epoch 1581 | loss: 0.0311558 | val_loss: 0.0311642 | Time: 2492.91 ms [2022-04-11 11:07:38 main:574] : INFO : Epoch 1582 | loss: 0.0311545 | val_loss: 0.0311675 | Time: 2490.96 ms [2022-04-11 11:07:40 main:574] : INFO : Epoch 1583 | loss: 0.0311553 | val_loss: 0.0311631 | Time: 2495.52 ms [2022-04-11 11:07:43 main:574] : INFO : Epoch 1584 | loss: 0.0311539 | val_loss: 0.0311656 | Time: 2493.02 ms [2022-04-11 11:07:45 main:574] : INFO : Epoch 1585 | loss: 0.0311529 | val_loss: 0.0311676 | Time: 2497.7 ms [2022-04-11 11:07:48 main:574] : INFO : Epoch 1586 | loss: 0.0311526 | val_loss: 0.0311656 | Time: 2490.58 ms [2022-04-11 11:07:50 main:574] : INFO : Epoch 1587 | loss: 0.0311517 | val_loss: 0.0311667 | Time: 2498.14 ms [2022-04-11 11:07:53 main:574] : INFO : Epoch 1588 | loss: 0.0311527 | val_loss: 0.0311658 | Time: 2485.64 ms [2022-04-11 11:07:55 main:574] : INFO : Epoch 1589 | loss: 0.0311538 | val_loss: 0.0311663 | Time: 2490.17 ms [2022-04-11 11:07:58 main:574] : INFO : Epoch 1590 | loss: 0.0311524 | val_loss: 0.0311659 | Time: 2493.44 ms [2022-04-11 11:08:00 main:574] : INFO : Epoch 1591 | loss: 0.0311516 | val_loss: 0.0311645 | Time: 2493.14 ms [2022-04-11 11:08:03 main:574] : INFO : Epoch 1592 | loss: 0.0311509 | val_loss: 0.0311684 | Time: 2493.94 ms [2022-04-11 11:08:06 main:574] : INFO : Epoch 1593 | loss: 0.031151 | val_loss: 0.0311676 | Time: 2506.05 ms [2022-04-11 11:08:08 main:574] : INFO : Epoch 1594 | loss: 0.0311506 | val_loss: 0.0311662 | Time: 2494.62 ms [2022-04-11 11:08:11 main:574] : INFO : Epoch 1595 | loss: 0.0311509 | val_loss: 0.0311676 | Time: 2498.43 ms [2022-04-11 11:08:13 main:574] : INFO : Epoch 1596 | loss: 0.0311531 | val_loss: 0.0311634 | Time: 2489.68 ms [2022-04-11 11:08:16 main:574] : INFO : Epoch 1597 | loss: 0.0311523 | val_loss: 0.0311718 | Time: 2491.13 ms [2022-04-11 11:08:18 main:574] : INFO : Epoch 1598 | loss: 0.0311521 | val_loss: 0.0311668 | Time: 2495.53 ms [2022-04-11 11:08:21 main:574] : INFO : Epoch 1599 | loss: 0.0311525 | val_loss: 0.0311641 | Time: 2488.81 ms [2022-04-11 11:08:23 main:574] : INFO : Epoch 1600 | loss: 0.0311525 | val_loss: 0.0311619 | Time: 2489.13 ms [2022-04-11 11:08:26 main:574] : INFO : Epoch 1601 | loss: 0.0311536 | val_loss: 0.0311675 | Time: 2494.8 ms [2022-04-11 11:08:28 main:574] : INFO : Epoch 1602 | loss: 0.0311542 | val_loss: 0.0311633 | Time: 2497.1 ms [2022-04-11 11:08:31 main:574] : INFO : Epoch 1603 | loss: 0.031151 | val_loss: 0.0311614 | Time: 2498.71 ms [2022-04-11 11:08:33 main:574] : INFO : Epoch 1604 | loss: 0.0311505 | val_loss: 0.0311633 | Time: 2485.11 ms [2022-04-11 11:08:36 main:574] : INFO : Epoch 1605 | loss: 0.0311506 | val_loss: 0.0311637 | Time: 2495.07 ms [2022-04-11 11:08:39 main:574] : INFO : Epoch 1606 | loss: 0.0311505 | val_loss: 0.0311651 | Time: 2493.86 ms [2022-04-11 11:08:41 main:574] : INFO : Epoch 1607 | loss: 0.0311499 | val_loss: 0.0311624 | Time: 2495.75 ms [2022-04-11 11:08:44 main:574] : INFO : Epoch 1608 | loss: 0.0311497 | val_loss: 0.0311605 | Time: 2497.84 ms [2022-04-11 11:08:46 main:574] : INFO : Epoch 1609 | loss: 0.0311487 | val_loss: 0.0311649 | Time: 2497.85 ms [2022-04-11 11:08:49 main:574] : INFO : Epoch 1610 | loss: 0.0311493 | val_loss: 0.0311638 | Time: 2491.49 ms [2022-04-11 11:08:51 main:574] : INFO : Epoch 1611 | loss: 0.0311487 | val_loss: 0.0311624 | Time: 2491.28 ms [2022-04-11 11:08:54 main:574] : INFO : Epoch 1612 | loss: 0.0311484 | val_loss: 0.0311615 | Time: 2496.69 ms [2022-04-11 11:08:56 main:574] : INFO : Epoch 1613 | loss: 0.0311485 | val_loss: 0.0311654 | Time: 2494.67 ms [2022-04-11 11:08:59 main:574] : INFO : Epoch 1614 | loss: 0.0311488 | val_loss: 0.0311595 | Time: 2495.81 ms [2022-04-11 11:09:01 main:574] : INFO : Epoch 1615 | loss: 0.0311483 | val_loss: 0.0311619 | Time: 2494.31 ms [2022-04-11 11:09:04 main:574] : INFO : Epoch 1616 | loss: 0.0311485 | val_loss: 0.0311618 | Time: 2495.72 ms [2022-04-11 11:09:06 main:574] : INFO : Epoch 1617 | loss: 0.0311472 | val_loss: 0.031163 | Time: 2495.07 ms [2022-04-11 11:09:09 main:574] : INFO : Epoch 1618 | loss: 0.0311469 | val_loss: 0.0311619 | Time: 2493.08 ms [2022-04-11 11:09:12 main:574] : INFO : Epoch 1619 | loss: 0.0311473 | val_loss: 0.0311607 | Time: 2494.73 ms [2022-04-11 11:09:14 main:574] : INFO : Epoch 1620 | loss: 0.0311477 | val_loss: 0.0311615 | Time: 2487.6 ms [2022-04-11 11:09:17 main:574] : INFO : Epoch 1621 | loss: 0.0311489 | val_loss: 0.031165 | Time: 2497.2 ms [2022-04-11 11:09:19 main:574] : INFO : Epoch 1622 | loss: 0.0311466 | val_loss: 0.0311639 | Time: 2487.38 ms [2022-04-11 11:09:22 main:574] : INFO : Epoch 1623 | loss: 0.0311466 | val_loss: 0.0311626 | Time: 2488.89 ms [2022-04-11 11:09:24 main:574] : INFO : Epoch 1624 | loss: 0.0311459 | val_loss: 0.0311608 | Time: 2485.18 ms [2022-04-11 11:09:27 main:574] : INFO : Epoch 1625 | loss: 0.0311464 | val_loss: 0.0311646 | Time: 2498.12 ms [2022-04-11 11:09:29 main:574] : INFO : Epoch 1626 | loss: 0.0311468 | val_loss: 0.0311636 | Time: 2494.53 ms [2022-04-11 11:09:32 main:574] : INFO : Epoch 1627 | loss: 0.0311465 | val_loss: 0.0311606 | Time: 2490.88 ms [2022-04-11 11:09:34 main:574] : INFO : Epoch 1628 | loss: 0.0311461 | val_loss: 0.0311606 | Time: 2489.32 ms [2022-04-11 11:09:37 main:574] : INFO : Epoch 1629 | loss: 0.0311467 | val_loss: 0.0311634 | Time: 2498.91 ms [2022-04-11 11:09:39 main:574] : INFO : Epoch 1630 | loss: 0.0311459 | val_loss: 0.0311631 | Time: 2496.71 ms [2022-04-11 11:09:42 main:574] : INFO : Epoch 1631 | loss: 0.0311469 | val_loss: 0.0311626 | Time: 2500.41 ms [2022-04-11 11:09:45 main:574] : INFO : Epoch 1632 | loss: 0.0311472 | val_loss: 0.0311639 | Time: 2490.78 ms [2022-04-11 11:09:47 main:574] : INFO : Epoch 1633 | loss: 0.0311472 | val_loss: 0.0311642 | Time: 2494.91 ms [2022-04-11 11:09:50 main:574] : INFO : Epoch 1634 | loss: 0.0311464 | val_loss: 0.0311651 | Time: 2500.15 ms [2022-04-11 11:09:52 main:574] : INFO : Epoch 1635 | loss: 0.0311463 | val_loss: 0.0311642 | Time: 2489.81 ms [2022-04-11 11:09:55 main:574] : INFO : Epoch 1636 | loss: 0.0311466 | val_loss: 0.0311625 | Time: 2493.41 ms [2022-04-11 11:09:57 main:574] : INFO : Epoch 1637 | loss: 0.0311472 | val_loss: 0.0311668 | Time: 2498.63 ms [2022-04-11 11:10:00 main:574] : INFO : Epoch 1638 | loss: 0.031146 | val_loss: 0.0311623 | Time: 2494.1 ms [2022-04-11 11:10:02 main:574] : INFO : Epoch 1639 | loss: 0.0311453 | val_loss: 0.0311654 | Time: 2495.99 ms [2022-04-11 11:10:05 main:574] : INFO : Epoch 1640 | loss: 0.0311461 | val_loss: 0.0311662 | Time: 2492.89 ms [2022-04-11 11:10:07 main:574] : INFO : Epoch 1641 | loss: 0.0311462 | val_loss: 0.0311636 | Time: 2499.42 ms [2022-04-11 11:10:10 main:574] : INFO : Epoch 1642 | loss: 0.0311462 | val_loss: 0.0311629 | Time: 2498.21 ms [2022-04-11 11:10:12 main:574] : INFO : Epoch 1643 | loss: 0.0311457 | val_loss: 0.0311613 | Time: 2495.26 ms [2022-04-11 11:10:15 main:574] : INFO : Epoch 1644 | loss: 0.0311451 | val_loss: 0.0311637 | Time: 2489.63 ms [2022-04-11 11:10:18 main:574] : INFO : Epoch 1645 | loss: 0.0311475 | val_loss: 0.0311667 | Time: 2491.79 ms [2022-04-11 11:10:20 main:574] : INFO : Epoch 1646 | loss: 0.0311483 | val_loss: 0.0311643 | Time: 2500.12 ms [2022-04-11 11:10:23 main:574] : INFO : Epoch 1647 | loss: 0.0311471 | val_loss: 0.0311668 | Time: 2490.83 ms [2022-04-11 11:10:25 main:574] : INFO : Epoch 1648 | loss: 0.0311477 | val_loss: 0.031166 | Time: 2495.49 ms [2022-04-11 11:10:28 main:574] : INFO : Epoch 1649 | loss: 0.0311474 | val_loss: 0.0311633 | Time: 2499.13 ms [2022-04-11 11:10:30 main:574] : INFO : Epoch 1650 | loss: 0.0311475 | val_loss: 0.0311667 | Time: 2495.08 ms [2022-04-11 11:10:33 main:574] : INFO : Epoch 1651 | loss: 0.0311474 | val_loss: 0.0311655 | Time: 2494.44 ms [2022-04-11 11:10:35 main:574] : INFO : Epoch 1652 | loss: 0.0311471 | val_loss: 0.0311653 | Time: 2488.71 ms [2022-04-11 11:10:38 main:574] : INFO : Epoch 1653 | loss: 0.0311479 | val_loss: 0.0311676 | Time: 2493.42 ms [2022-04-11 11:10:40 main:574] : INFO : Epoch 1654 | loss: 0.0311471 | val_loss: 0.0311661 | Time: 2495.36 ms [2022-04-11 11:10:43 main:574] : INFO : Epoch 1655 | loss: 0.0311472 | val_loss: 0.031165 | Time: 2493.4 ms [2022-04-11 11:10:45 main:574] : INFO : Epoch 1656 | loss: 0.0311463 | val_loss: 0.0311665 | Time: 2485.39 ms [2022-04-11 11:10:48 main:574] : INFO : Epoch 1657 | loss: 0.0311464 | val_loss: 0.0311668 | Time: 2503.67 ms [2022-04-11 11:10:51 main:574] : INFO : Epoch 1658 | loss: 0.0311492 | val_loss: 0.0311651 | Time: 2487.12 ms [2022-04-11 11:10:53 main:574] : INFO : Epoch 1659 | loss: 0.0311474 | val_loss: 0.0311728 | Time: 2492.48 ms [2022-04-11 11:10:56 main:574] : INFO : Epoch 1660 | loss: 0.0311471 | val_loss: 0.0311683 | Time: 2492.05 ms [2022-04-11 11:10:58 main:574] : INFO : Epoch 1661 | loss: 0.0311453 | val_loss: 0.0311648 | Time: 2500.21 ms [2022-04-11 11:11:01 main:574] : INFO : Epoch 1662 | loss: 0.0311454 | val_loss: 0.031167 | Time: 2491.46 ms [2022-04-11 11:11:03 main:574] : INFO : Epoch 1663 | loss: 0.0311474 | val_loss: 0.0311739 | Time: 2486.39 ms [2022-04-11 11:11:06 main:574] : INFO : Epoch 1664 | loss: 0.0311486 | val_loss: 0.0311676 | Time: 2490.03 ms [2022-04-11 11:11:08 main:574] : INFO : Epoch 1665 | loss: 0.0311455 | val_loss: 0.0311623 | Time: 2500.57 ms [2022-04-11 11:11:11 main:574] : INFO : Epoch 1666 | loss: 0.0311446 | val_loss: 0.0311615 | Time: 2499.43 ms [2022-04-11 11:11:13 main:574] : INFO : Epoch 1667 | loss: 0.0311442 | val_loss: 0.0311624 | Time: 2490.87 ms [2022-04-11 11:11:16 main:574] : INFO : Epoch 1668 | loss: 0.0311448 | val_loss: 0.0311643 | Time: 2492.62 ms [2022-04-11 11:11:18 main:574] : INFO : Epoch 1669 | loss: 0.031145 | val_loss: 0.0311641 | Time: 2495.28 ms [2022-04-11 11:11:21 main:574] : INFO : Epoch 1670 | loss: 0.0311446 | val_loss: 0.0311643 | Time: 2494.08 ms [2022-04-11 11:11:23 main:574] : INFO : Epoch 1671 | loss: 0.0311444 | val_loss: 0.0311636 | Time: 2490.18 ms [2022-04-11 11:11:26 main:574] : INFO : Epoch 1672 | loss: 0.0311448 | val_loss: 0.0311664 | Time: 2495.54 ms [2022-04-11 11:11:29 main:574] : INFO : Epoch 1673 | loss: 0.0311451 | val_loss: 0.0311633 | Time: 2503.22 ms [2022-04-11 11:11:31 main:574] : INFO : Epoch 1674 | loss: 0.0311456 | val_loss: 0.0311645 | Time: 2494.07 ms [2022-04-11 11:11:34 main:574] : INFO : Epoch 1675 | loss: 0.0311447 | val_loss: 0.0311653 | Time: 2493.35 ms [2022-04-11 11:11:36 main:574] : INFO : Epoch 1676 | loss: 0.031145 | val_loss: 0.0311658 | Time: 2487.71 ms [2022-04-11 11:11:39 main:574] : INFO : Epoch 1677 | loss: 0.0311497 | val_loss: 0.0311729 | Time: 2496.73 ms [2022-04-11 11:11:41 main:574] : INFO : Epoch 1678 | loss: 0.0311586 | val_loss: 0.0311655 | Time: 2492.54 ms [2022-04-11 11:11:44 main:574] : INFO : Epoch 1679 | loss: 0.0311546 | val_loss: 0.0311682 | Time: 2502.82 ms [2022-04-11 11:11:46 main:574] : INFO : Epoch 1680 | loss: 0.0311516 | val_loss: 0.0311645 | Time: 2482.69 ms [2022-04-11 11:11:49 main:574] : INFO : Epoch 1681 | loss: 0.0311513 | val_loss: 0.0311657 | Time: 2495.09 ms [2022-04-11 11:11:51 main:574] : INFO : Epoch 1682 | loss: 0.0311506 | val_loss: 0.0311657 | Time: 2492.56 ms [2022-04-11 11:11:54 main:574] : INFO : Epoch 1683 | loss: 0.0311518 | val_loss: 0.0311641 | Time: 2490.03 ms [2022-04-11 11:11:56 main:574] : INFO : Epoch 1684 | loss: 0.0311488 | val_loss: 0.0311674 | Time: 2483.91 ms [2022-04-11 11:11:59 main:574] : INFO : Epoch 1685 | loss: 0.0311484 | val_loss: 0.0311635 | Time: 2497.92 ms [2022-04-11 11:12:02 main:574] : INFO : Epoch 1686 | loss: 0.0311483 | val_loss: 0.0311665 | Time: 2497.59 ms [2022-04-11 11:12:04 main:574] : INFO : Epoch 1687 | loss: 0.0311471 | val_loss: 0.0311642 | Time: 2494.8 ms [2022-04-11 11:12:07 main:574] : INFO : Epoch 1688 | loss: 0.0311461 | val_loss: 0.0311658 | Time: 2486.79 ms [2022-04-11 11:12:09 main:574] : INFO : Epoch 1689 | loss: 0.0311464 | val_loss: 0.0311638 | Time: 2492.9 ms [2022-04-11 11:12:12 main:574] : INFO : Epoch 1690 | loss: 0.031147 | val_loss: 0.0311705 | Time: 2498.13 ms [2022-04-11 11:12:14 main:574] : INFO : Epoch 1691 | loss: 0.0311464 | val_loss: 0.0311683 | Time: 2499.28 ms [2022-04-11 11:12:17 main:574] : INFO : Epoch 1692 | loss: 0.0311478 | val_loss: 0.0311637 | Time: 2495.24 ms [2022-04-11 11:12:19 main:574] : INFO : Epoch 1693 | loss: 0.0311464 | val_loss: 0.0311676 | Time: 2498.97 ms [2022-04-11 11:12:22 main:574] : INFO : Epoch 1694 | loss: 0.0311461 | val_loss: 0.0311696 | Time: 2492.86 ms [2022-04-11 11:12:24 main:574] : INFO : Epoch 1695 | loss: 0.0311448 | val_loss: 0.0311663 | Time: 2494.09 ms [2022-04-11 11:12:27 main:574] : INFO : Epoch 1696 | loss: 0.031146 | val_loss: 0.0311685 | Time: 2489.71 ms [2022-04-11 11:12:29 main:574] : INFO : Epoch 1697 | loss: 0.0311477 | val_loss: 0.0311686 | Time: 2489.04 ms [2022-04-11 11:12:32 main:574] : INFO : Epoch 1698 | loss: 0.0311466 | val_loss: 0.0311692 | Time: 2488.58 ms [2022-04-11 11:12:35 main:574] : INFO : Epoch 1699 | loss: 0.0311464 | val_loss: 0.031166 | Time: 2498.49 ms [2022-04-11 11:12:37 main:574] : INFO : Epoch 1700 | loss: 0.0311457 | val_loss: 0.0311677 | Time: 2490.65 ms [2022-04-11 11:12:40 main:574] : INFO : Epoch 1701 | loss: 0.0311462 | val_loss: 0.0311659 | Time: 2494.31 ms [2022-04-11 11:12:42 main:574] : INFO : Epoch 1702 | loss: 0.0311498 | val_loss: 0.0311665 | Time: 2489.46 ms [2022-04-11 11:12:45 main:574] : INFO : Epoch 1703 | loss: 0.0311442 | val_loss: 0.0311671 | Time: 2490.82 ms [2022-04-11 11:12:47 main:574] : INFO : Epoch 1704 | loss: 0.0311447 | val_loss: 0.0311697 | Time: 2489.93 ms [2022-04-11 11:12:50 main:574] : INFO : Epoch 1705 | loss: 0.031146 | val_loss: 0.0311687 | Time: 2491.61 ms [2022-04-11 11:12:52 main:574] : INFO : Epoch 1706 | loss: 0.0311437 | val_loss: 0.0311694 | Time: 2498.17 ms [2022-04-11 11:12:55 main:574] : INFO : Epoch 1707 | loss: 0.031145 | val_loss: 0.0311689 | Time: 2494.02 ms [2022-04-11 11:12:57 main:574] : INFO : Epoch 1708 | loss: 0.031144 | val_loss: 0.0311679 | Time: 2490.06 ms [2022-04-11 11:13:00 main:574] : INFO : Epoch 1709 | loss: 0.0311439 | val_loss: 0.0311669 | Time: 2501.17 ms [2022-04-11 11:13:02 main:574] : INFO : Epoch 1710 | loss: 0.0311435 | val_loss: 0.0311673 | Time: 2495.96 ms [2022-04-11 11:13:05 main:574] : INFO : Epoch 1711 | loss: 0.0311441 | val_loss: 0.0311666 | Time: 2491.48 ms [2022-04-11 11:13:07 main:574] : INFO : Epoch 1712 | loss: 0.0311442 | val_loss: 0.0311673 | Time: 2489.81 ms [2022-04-11 11:13:10 main:574] : INFO : Epoch 1713 | loss: 0.0311436 | val_loss: 0.0311684 | Time: 2503.97 ms [2022-04-11 11:13:13 main:574] : INFO : Epoch 1714 | loss: 0.0311454 | val_loss: 0.0311652 | Time: 2490.69 ms [2022-04-11 11:13:15 main:574] : INFO : Epoch 1715 | loss: 0.0311456 | val_loss: 0.0311675 | Time: 2500.89 ms [2022-04-11 11:13:18 main:574] : INFO : Epoch 1716 | loss: 0.0311476 | val_loss: 0.0311664 | Time: 2490.26 ms [2022-04-11 11:13:20 main:574] : INFO : Epoch 1717 | loss: 0.0311454 | val_loss: 0.0311674 | Time: 2500.74 ms [2022-04-11 11:13:23 main:574] : INFO : Epoch 1718 | loss: 0.0311469 | val_loss: 0.0311691 | Time: 2497.5 ms [2022-04-11 11:13:25 main:574] : INFO : Epoch 1719 | loss: 0.0311438 | val_loss: 0.031164 | Time: 2495.52 ms [2022-04-11 11:13:28 main:574] : INFO : Epoch 1720 | loss: 0.0311433 | val_loss: 0.0311637 | Time: 2492.59 ms [2022-04-11 11:13:30 main:574] : INFO : Epoch 1721 | loss: 0.031144 | val_loss: 0.031165 | Time: 2496.9 ms [2022-04-11 11:13:33 main:574] : INFO : Epoch 1722 | loss: 0.0311512 | val_loss: 0.0311622 | Time: 2499.31 ms [2022-04-11 11:13:35 main:574] : INFO : Epoch 1723 | loss: 0.031149 | val_loss: 0.0311643 | Time: 2493.65 ms [2022-04-11 11:13:38 main:574] : INFO : Epoch 1724 | loss: 0.0311466 | val_loss: 0.0311629 | Time: 2490.04 ms [2022-04-11 11:13:41 main:574] : INFO : Epoch 1725 | loss: 0.0311454 | val_loss: 0.0311628 | Time: 2489.57 ms [2022-04-11 11:13:43 main:574] : INFO : Epoch 1726 | loss: 0.0311442 | val_loss: 0.0311635 | Time: 2490.04 ms [2022-04-11 11:13:46 main:574] : INFO : Epoch 1727 | loss: 0.0311436 | val_loss: 0.0311639 | Time: 2489.83 ms [2022-04-11 11:13:48 main:574] : INFO : Epoch 1728 | loss: 0.0311438 | val_loss: 0.0311677 | Time: 2489.16 ms [2022-04-11 11:13:51 main:574] : INFO : Epoch 1729 | loss: 0.0311431 | val_loss: 0.0311671 | Time: 2495.26 ms [2022-04-11 11:13:53 main:574] : INFO : Epoch 1730 | loss: 0.0311429 | val_loss: 0.0311651 | Time: 2496.24 ms [2022-04-11 11:13:56 main:574] : INFO : Epoch 1731 | loss: 0.0311413 | val_loss: 0.0311648 | Time: 2487.63 ms [2022-04-11 11:13:58 main:574] : INFO : Epoch 1732 | loss: 0.0311416 | val_loss: 0.0311669 | Time: 2489.83 ms [2022-04-11 11:14:01 main:574] : INFO : Epoch 1733 | loss: 0.031144 | val_loss: 0.031168 | Time: 2501.25 ms [2022-04-11 11:14:03 main:574] : INFO : Epoch 1734 | loss: 0.0311445 | val_loss: 0.0311638 | Time: 2497.97 ms [2022-04-11 11:14:06 main:574] : INFO : Epoch 1735 | loss: 0.0311452 | val_loss: 0.0311709 | Time: 2492.3 ms [2022-04-11 11:14:08 main:574] : INFO : Epoch 1736 | loss: 0.0311449 | val_loss: 0.0311667 | Time: 2495.94 ms [2022-04-11 11:14:11 main:574] : INFO : Epoch 1737 | loss: 0.0311419 | val_loss: 0.0311656 | Time: 2488.66 ms [2022-04-11 11:14:14 main:574] : INFO : Epoch 1738 | loss: 0.0311433 | val_loss: 0.0311646 | Time: 2493.38 ms [2022-04-11 11:14:16 main:574] : INFO : Epoch 1739 | loss: 0.0311426 | val_loss: 0.031163 | Time: 2490.73 ms [2022-04-11 11:14:19 main:574] : INFO : Epoch 1740 | loss: 0.0311424 | val_loss: 0.0311648 | Time: 2488.75 ms [2022-04-11 11:14:21 main:574] : INFO : Epoch 1741 | loss: 0.0311422 | val_loss: 0.0311639 | Time: 2494.6 ms [2022-04-11 11:14:24 main:574] : INFO : Epoch 1742 | loss: 0.0311418 | val_loss: 0.0311603 | Time: 2498.59 ms [2022-04-11 11:14:26 main:574] : INFO : Epoch 1743 | loss: 0.031154 | val_loss: 0.0311793 | Time: 2493.85 ms [2022-04-11 11:14:29 main:574] : INFO : Epoch 1744 | loss: 0.03118 | val_loss: 0.0311877 | Time: 2493.82 ms [2022-04-11 11:14:31 main:574] : INFO : Epoch 1745 | loss: 0.0311813 | val_loss: 0.031179 | Time: 2492.93 ms [2022-04-11 11:14:34 main:574] : INFO : Epoch 1746 | loss: 0.0311773 | val_loss: 0.031176 | Time: 2488.88 ms [2022-04-11 11:14:36 main:574] : INFO : Epoch 1747 | loss: 0.0311733 | val_loss: 0.0311754 | Time: 2493.04 ms [2022-04-11 11:14:39 main:574] : INFO : Epoch 1748 | loss: 0.0311708 | val_loss: 0.0311717 | Time: 2494.3 ms [2022-04-11 11:14:41 main:574] : INFO : Epoch 1749 | loss: 0.0311697 | val_loss: 0.0311704 | Time: 2495.02 ms [2022-04-11 11:14:44 main:574] : INFO : Epoch 1750 | loss: 0.0311681 | val_loss: 0.0311709 | Time: 2495.77 ms [2022-04-11 11:14:47 main:574] : INFO : Epoch 1751 | loss: 0.0311667 | val_loss: 0.0311698 | Time: 2497.18 ms [2022-04-11 11:14:49 main:574] : INFO : Epoch 1752 | loss: 0.0311664 | val_loss: 0.0311712 | Time: 2491.58 ms [2022-04-11 11:14:52 main:574] : INFO : Epoch 1753 | loss: 0.0311665 | val_loss: 0.0311692 | Time: 2501.52 ms [2022-04-11 11:14:54 main:574] : INFO : Epoch 1754 | loss: 0.0311675 | val_loss: 0.0311711 | Time: 2500.13 ms [2022-04-11 11:14:57 main:574] : INFO : Epoch 1755 | loss: 0.0311678 | val_loss: 0.0311739 | Time: 2486.05 ms [2022-04-11 11:15:00 main:574] : INFO : Epoch 1756 | loss: 0.0311686 | val_loss: 0.031172 | Time: 2489.93 ms [2022-04-11 11:15:02 main:574] : INFO : Epoch 1757 | loss: 0.0311657 | val_loss: 0.0311672 | Time: 2505.11 ms [2022-04-11 11:15:05 main:574] : INFO : Epoch 1758 | loss: 0.0311644 | val_loss: 0.0311674 | Time: 2493.2 ms [2022-04-11 11:15:08 main:574] : INFO : Epoch 1759 | loss: 0.0311633 | val_loss: 0.0311663 | Time: 2497.65 ms [2022-04-11 11:15:10 main:574] : INFO : Epoch 1760 | loss: 0.031164 | val_loss: 0.0311676 | Time: 2493.66 ms [2022-04-11 11:15:13 main:574] : INFO : Epoch 1761 | loss: 0.0311631 | val_loss: 0.0311665 | Time: 2502.97 ms [2022-04-11 11:15:15 main:574] : INFO : Epoch 1762 | loss: 0.0311623 | val_loss: 0.0311675 | Time: 2496.5 ms [2022-04-11 11:15:18 main:574] : INFO : Epoch 1763 | loss: 0.0311631 | val_loss: 0.031167 | Time: 2499.74 ms [2022-04-11 11:15:20 main:574] : INFO : Epoch 1764 | loss: 0.0311647 | val_loss: 0.0311684 | Time: 2490.37 ms [2022-04-11 11:15:23 main:574] : INFO : Epoch 1765 | loss: 0.0311645 | val_loss: 0.0311725 | Time: 2497.23 ms [2022-04-11 11:15:26 main:574] : INFO : Epoch 1766 | loss: 0.0311659 | val_loss: 0.0311684 | Time: 2496.96 ms [2022-04-11 11:15:28 main:574] : INFO : Epoch 1767 | loss: 0.0311642 | val_loss: 0.0311694 | Time: 2493.41 ms [2022-04-11 11:15:31 main:574] : INFO : Epoch 1768 | loss: 0.0311617 | val_loss: 0.0311675 | Time: 2499.93 ms [2022-04-11 11:15:34 main:574] : INFO : Epoch 1769 | loss: 0.0311608 | val_loss: 0.0311665 | Time: 2504.72 ms [2022-04-11 11:15:36 main:574] : INFO : Epoch 1770 | loss: 0.0311615 | val_loss: 0.0311678 | Time: 2494.96 ms [2022-04-11 11:15:39 main:574] : INFO : Epoch 1771 | loss: 0.0311606 | val_loss: 0.0311674 | Time: 2498.84 ms [2022-04-11 11:15:41 main:574] : INFO : Epoch 1772 | loss: 0.03116 | val_loss: 0.0311676 | Time: 2491.66 ms [2022-04-11 11:15:44 main:574] : INFO : Epoch 1773 | loss: 0.0311592 | val_loss: 0.0311663 | Time: 2498.17 ms [2022-04-11 11:15:46 main:574] : INFO : Epoch 1774 | loss: 0.031159 | val_loss: 0.0311669 | Time: 2499.13 ms [2022-04-11 11:15:49 main:574] : INFO : Epoch 1775 | loss: 0.0311582 | val_loss: 0.0311659 | Time: 2490.09 ms [2022-04-11 11:15:52 main:574] : INFO : Epoch 1776 | loss: 0.031158 | val_loss: 0.0311647 | Time: 2495.64 ms [2022-04-11 11:15:54 main:574] : INFO : Epoch 1777 | loss: 0.0311586 | val_loss: 0.0311703 | Time: 2496.23 ms [2022-04-11 11:15:57 main:574] : INFO : Epoch 1778 | loss: 0.031159 | val_loss: 0.0311659 | Time: 2495.02 ms [2022-04-11 11:16:00 main:574] : INFO : Epoch 1779 | loss: 0.0311585 | val_loss: 0.0311708 | Time: 2497.5 ms [2022-04-11 11:16:02 main:574] : INFO : Epoch 1780 | loss: 0.0311571 | val_loss: 0.0311657 | Time: 2496.79 ms [2022-04-11 11:16:05 main:574] : INFO : Epoch 1781 | loss: 0.0311568 | val_loss: 0.0311649 | Time: 2495.46 ms [2022-04-11 11:16:08 main:574] : INFO : Epoch 1782 | loss: 0.0311561 | val_loss: 0.0311671 | Time: 2504.03 ms [2022-04-11 11:16:11 main:574] : INFO : Epoch 1783 | loss: 0.0311578 | val_loss: 0.0311696 | Time: 2502.59 ms [2022-04-11 11:16:13 main:574] : INFO : Epoch 1784 | loss: 0.0311592 | val_loss: 0.0311673 | Time: 2496.53 ms [2022-04-11 11:16:16 main:574] : INFO : Epoch 1785 | loss: 0.0311566 | val_loss: 0.0311659 | Time: 2496.32 ms [2022-04-11 11:16:19 main:574] : INFO : Epoch 1786 | loss: 0.0311562 | val_loss: 0.0311667 | Time: 2493.75 ms [2022-04-11 11:16:21 main:574] : INFO : Epoch 1787 | loss: 0.0311563 | val_loss: 0.0311669 | Time: 2492.13 ms [2022-04-11 11:16:24 main:574] : INFO : Epoch 1788 | loss: 0.0311567 | val_loss: 0.0311722 | Time: 2496.19 ms [2022-04-11 11:16:27 main:574] : INFO : Epoch 1789 | loss: 0.0311564 | val_loss: 0.0311678 | Time: 2496.21 ms [2022-04-11 11:16:29 main:574] : INFO : Epoch 1790 | loss: 0.0311559 | val_loss: 0.0311687 | Time: 2489.7 ms [2022-04-11 11:16:32 main:574] : INFO : Epoch 1791 | loss: 0.0311549 | val_loss: 0.0311685 | Time: 2490.17 ms [2022-04-11 11:16:34 main:574] : INFO : Epoch 1792 | loss: 0.031155 | val_loss: 0.0311683 | Time: 2490.52 ms [2022-04-11 11:16:37 main:574] : INFO : Epoch 1793 | loss: 0.0311551 | val_loss: 0.0311664 | Time: 2507.26 ms [2022-04-11 11:16:40 main:574] : INFO : Epoch 1794 | loss: 0.0311577 | val_loss: 0.0311656 | Time: 2490.99 ms [2022-04-11 11:16:42 main:574] : INFO : Epoch 1795 | loss: 0.0311581 | val_loss: 0.031164 | Time: 2495.08 ms [2022-04-11 11:16:45 main:574] : INFO : Epoch 1796 | loss: 0.0311564 | val_loss: 0.0311686 | Time: 2496.1 ms [2022-04-11 11:16:47 main:574] : INFO : Epoch 1797 | loss: 0.0311573 | val_loss: 0.0311632 | Time: 2500.63 ms [2022-04-11 11:16:50 main:574] : INFO : Epoch 1798 | loss: 0.031155 | val_loss: 0.0311644 | Time: 2500.12 ms [2022-04-11 11:16:53 main:574] : INFO : Epoch 1799 | loss: 0.0311571 | val_loss: 0.0311635 | Time: 2493.29 ms [2022-04-11 11:16:55 main:574] : INFO : Epoch 1800 | loss: 0.0311552 | val_loss: 0.0311647 | Time: 2494.38 ms [2022-04-11 11:16:58 main:574] : INFO : Epoch 1801 | loss: 0.0311544 | val_loss: 0.0311651 | Time: 2498.78 ms [2022-04-11 11:17:00 main:574] : INFO : Epoch 1802 | loss: 0.0311538 | val_loss: 0.0311616 | Time: 2495.44 ms [2022-04-11 11:17:03 main:574] : INFO : Epoch 1803 | loss: 0.0311534 | val_loss: 0.0311618 | Time: 2496.49 ms [2022-04-11 11:17:05 main:574] : INFO : Epoch 1804 | loss: 0.0311531 | val_loss: 0.0311619 | Time: 2495.96 ms [2022-04-11 11:17:08 main:574] : INFO : Epoch 1805 | loss: 0.031152 | val_loss: 0.0311618 | Time: 2506.14 ms [2022-04-11 11:17:10 main:574] : INFO : Epoch 1806 | loss: 0.0311521 | val_loss: 0.0311614 | Time: 2501.53 ms [2022-04-11 11:17:13 main:574] : INFO : Epoch 1807 | loss: 0.0311532 | val_loss: 0.0311627 | Time: 2493.22 ms [2022-04-11 11:17:16 main:574] : INFO : Epoch 1808 | loss: 0.0311524 | val_loss: 0.0311646 | Time: 2499.41 ms [2022-04-11 11:17:18 main:574] : INFO : Epoch 1809 | loss: 0.0311536 | val_loss: 0.031164 | Time: 2500.85 ms [2022-04-11 11:17:21 main:574] : INFO : Epoch 1810 | loss: 0.0311539 | val_loss: 0.0311629 | Time: 2500.85 ms [2022-04-11 11:17:23 main:574] : INFO : Epoch 1811 | loss: 0.0311525 | val_loss: 0.0311612 | Time: 2497.74 ms [2022-04-11 11:17:26 main:574] : INFO : Epoch 1812 | loss: 0.0311523 | val_loss: 0.0311612 | Time: 2490.73 ms [2022-04-11 11:17:29 main:574] : INFO : Epoch 1813 | loss: 0.0311515 | val_loss: 0.0311614 | Time: 2505.09 ms [2022-04-11 11:17:31 main:574] : INFO : Epoch 1814 | loss: 0.0311563 | val_loss: 0.0311679 | Time: 2493.76 ms [2022-04-11 11:17:34 main:574] : INFO : Epoch 1815 | loss: 0.0311677 | val_loss: 0.0311655 | Time: 2496.86 ms [2022-04-11 11:17:36 main:574] : INFO : Epoch 1816 | loss: 0.0311637 | val_loss: 0.0311645 | Time: 2489.88 ms [2022-04-11 11:17:39 main:574] : INFO : Epoch 1817 | loss: 0.031161 | val_loss: 0.0311616 | Time: 2497.87 ms [2022-04-11 11:17:42 main:574] : INFO : Epoch 1818 | loss: 0.0311592 | val_loss: 0.031162 | Time: 2493.24 ms [2022-04-11 11:17:44 main:574] : INFO : Epoch 1819 | loss: 0.0311594 | val_loss: 0.0311631 | Time: 2497.74 ms [2022-04-11 11:17:47 main:574] : INFO : Epoch 1820 | loss: 0.0311577 | val_loss: 0.0311623 | Time: 2491.96 ms [2022-04-11 11:17:49 main:574] : INFO : Epoch 1821 | loss: 0.031158 | val_loss: 0.0311622 | Time: 2502.16 ms [2022-04-11 11:17:52 main:574] : INFO : Epoch 1822 | loss: 0.031156 | val_loss: 0.0311623 | Time: 2494.68 ms [2022-04-11 11:17:54 main:574] : INFO : Epoch 1823 | loss: 0.0311542 | val_loss: 0.0311599 | Time: 2496.38 ms [2022-04-11 11:17:57 main:574] : INFO : Epoch 1824 | loss: 0.0311539 | val_loss: 0.0311639 | Time: 2498.68 ms [2022-04-11 11:17:59 main:574] : INFO : Epoch 1825 | loss: 0.0311571 | val_loss: 0.0311643 | Time: 2495.98 ms [2022-04-11 11:18:02 main:574] : INFO : Epoch 1826 | loss: 0.0311564 | val_loss: 0.0311623 | Time: 2499.79 ms [2022-04-11 11:18:05 main:574] : INFO : Epoch 1827 | loss: 0.0311549 | val_loss: 0.0311614 | Time: 2488.54 ms [2022-04-11 11:18:07 main:574] : INFO : Epoch 1828 | loss: 0.0311556 | val_loss: 0.031162 | Time: 2492.2 ms [2022-04-11 11:18:10 main:574] : INFO : Epoch 1829 | loss: 0.0311569 | val_loss: 0.0311664 | Time: 2494.32 ms [2022-04-11 11:18:12 main:574] : INFO : Epoch 1830 | loss: 0.0311539 | val_loss: 0.0311604 | Time: 2492.98 ms [2022-04-11 11:18:15 main:574] : INFO : Epoch 1831 | loss: 0.0311542 | val_loss: 0.031164 | Time: 2490.04 ms [2022-04-11 11:18:17 main:574] : INFO : Epoch 1832 | loss: 0.0311552 | val_loss: 0.0311629 | Time: 2494.77 ms [2022-04-11 11:18:20 main:574] : INFO : Epoch 1833 | loss: 0.0311543 | val_loss: 0.0311603 | Time: 2501.41 ms [2022-04-11 11:18:23 main:574] : INFO : Epoch 1834 | loss: 0.0311517 | val_loss: 0.0311566 | Time: 2491.65 ms [2022-04-11 11:18:25 main:574] : INFO : Epoch 1835 | loss: 0.0311511 | val_loss: 0.0311576 | Time: 2490.85 ms [2022-04-11 11:18:28 main:574] : INFO : Epoch 1836 | loss: 0.0311503 | val_loss: 0.0311585 | Time: 2490.82 ms [2022-04-11 11:18:30 main:574] : INFO : Epoch 1837 | loss: 0.0311503 | val_loss: 0.0311584 | Time: 2492.16 ms [2022-04-11 11:18:33 main:574] : INFO : Epoch 1838 | loss: 0.0311498 | val_loss: 0.0311576 | Time: 2491.65 ms [2022-04-11 11:18:35 main:574] : INFO : Epoch 1839 | loss: 0.031148 | val_loss: 0.0311572 | Time: 2495.09 ms [2022-04-11 11:18:38 main:574] : INFO : Epoch 1840 | loss: 0.0311487 | val_loss: 0.0311552 | Time: 2488.86 ms [2022-04-11 11:18:40 main:574] : INFO : Epoch 1841 | loss: 0.0311478 | val_loss: 0.031155 | Time: 2492.36 ms [2022-04-11 11:18:43 main:574] : INFO : Epoch 1842 | loss: 0.0311472 | val_loss: 0.0311551 | Time: 2501.34 ms [2022-04-11 11:18:46 main:574] : INFO : Epoch 1843 | loss: 0.0311479 | val_loss: 0.0311575 | Time: 2493.18 ms [2022-04-11 11:18:48 main:574] : INFO : Epoch 1844 | loss: 0.0311512 | val_loss: 0.0311562 | Time: 2487.86 ms [2022-04-11 11:18:51 main:574] : INFO : Epoch 1845 | loss: 0.03115 | val_loss: 0.031158 | Time: 2498.5 ms [2022-04-11 11:18:53 main:574] : INFO : Epoch 1846 | loss: 0.0311479 | val_loss: 0.0311534 | Time: 2497.65 ms [2022-04-11 11:18:56 main:574] : INFO : Epoch 1847 | loss: 0.031148 | val_loss: 0.0311541 | Time: 2500.99 ms [2022-04-11 11:18:58 main:574] : INFO : Epoch 1848 | loss: 0.0311484 | val_loss: 0.0311539 | Time: 2493.75 ms [2022-04-11 11:19:01 main:574] : INFO : Epoch 1849 | loss: 0.0311499 | val_loss: 0.0311553 | Time: 2501.53 ms [2022-04-11 11:19:03 main:574] : INFO : Epoch 1850 | loss: 0.0311496 | val_loss: 0.0311582 | Time: 2495.23 ms [2022-04-11 11:19:06 main:574] : INFO : Epoch 1851 | loss: 0.0311555 | val_loss: 0.0311612 | Time: 2498.75 ms [2022-04-11 11:19:08 main:574] : INFO : Epoch 1852 | loss: 0.0311575 | val_loss: 0.0311657 | Time: 2491.64 ms [2022-04-11 11:19:11 main:574] : INFO : Epoch 1853 | loss: 0.0311573 | val_loss: 0.0311613 | Time: 2494.08 ms [2022-04-11 11:19:14 main:574] : INFO : Epoch 1854 | loss: 0.0311561 | val_loss: 0.0311558 | Time: 2499.05 ms [2022-04-11 11:19:16 main:574] : INFO : Epoch 1855 | loss: 0.0311566 | val_loss: 0.0311597 | Time: 2491.56 ms [2022-04-11 11:19:19 main:574] : INFO : Epoch 1856 | loss: 0.0311613 | val_loss: 0.0311602 | Time: 2491.73 ms [2022-04-11 11:19:21 main:574] : INFO : Epoch 1857 | loss: 0.0311593 | val_loss: 0.0311642 | Time: 2502.19 ms [2022-04-11 11:19:24 main:574] : INFO : Epoch 1858 | loss: 0.0311573 | val_loss: 0.0311607 | Time: 2505.14 ms [2022-04-11 11:19:26 main:574] : INFO : Epoch 1859 | loss: 0.0311549 | val_loss: 0.0311581 | Time: 2495.32 ms [2022-04-11 11:19:29 main:574] : INFO : Epoch 1860 | loss: 0.0311542 | val_loss: 0.0311578 | Time: 2493.63 ms [2022-04-11 11:19:31 main:574] : INFO : Epoch 1861 | loss: 0.0311515 | val_loss: 0.0311558 | Time: 2492.49 ms [2022-04-11 11:19:34 main:574] : INFO : Epoch 1862 | loss: 0.0311503 | val_loss: 0.0311559 | Time: 2498.43 ms [2022-04-11 11:19:36 main:574] : INFO : Epoch 1863 | loss: 0.0311505 | val_loss: 0.0311531 | Time: 2496.8 ms [2022-04-11 11:19:39 main:574] : INFO : Epoch 1864 | loss: 0.0311493 | val_loss: 0.0311573 | Time: 2496.61 ms [2022-04-11 11:19:42 main:574] : INFO : Epoch 1865 | loss: 0.031152 | val_loss: 0.0311509 | Time: 2499.94 ms [2022-04-11 11:19:44 main:574] : INFO : Epoch 1866 | loss: 0.031149 | val_loss: 0.0311579 | Time: 2498.22 ms [2022-04-11 11:19:47 main:574] : INFO : Epoch 1867 | loss: 0.0311483 | val_loss: 0.0311497 | Time: 2485.73 ms [2022-04-11 11:19:49 main:574] : INFO : Epoch 1868 | loss: 0.0311452 | val_loss: 0.0311524 | Time: 2491.83 ms [2022-04-11 11:19:52 main:574] : INFO : Epoch 1869 | loss: 0.0311464 | val_loss: 0.0311499 | Time: 2499.63 ms [2022-04-11 11:19:54 main:574] : INFO : Epoch 1870 | loss: 0.0311441 | val_loss: 0.0311498 | Time: 2495 ms [2022-04-11 11:19:57 main:574] : INFO : Epoch 1871 | loss: 0.0311446 | val_loss: 0.0311513 | Time: 2495.97 ms [2022-04-11 11:19:59 main:574] : INFO : Epoch 1872 | loss: 0.0311441 | val_loss: 0.031151 | Time: 2492.2 ms [2022-04-11 11:20:02 main:574] : INFO : Epoch 1873 | loss: 0.0311443 | val_loss: 0.0311507 | Time: 2496.42 ms [2022-04-11 11:20:04 main:574] : INFO : Epoch 1874 | loss: 0.0311452 | val_loss: 0.0311529 | Time: 2496.97 ms [2022-04-11 11:20:07 main:574] : INFO : Epoch 1875 | loss: 0.0311512 | val_loss: 0.0311588 | Time: 2495.15 ms [2022-04-11 11:20:09 main:574] : INFO : Epoch 1876 | loss: 0.0311511 | val_loss: 0.031162 | Time: 2482.92 ms [2022-04-11 11:20:12 main:574] : INFO : Epoch 1877 | loss: 0.0311492 | val_loss: 0.0311498 | Time: 2489.57 ms [2022-04-11 11:20:15 main:574] : INFO : Epoch 1878 | loss: 0.0311456 | val_loss: 0.0311528 | Time: 2496 ms [2022-04-11 11:20:17 main:574] : INFO : Epoch 1879 | loss: 0.031146 | val_loss: 0.0311506 | Time: 2488.41 ms [2022-04-11 11:20:20 main:574] : INFO : Epoch 1880 | loss: 0.0311445 | val_loss: 0.0311509 | Time: 2497.98 ms [2022-04-11 11:20:22 main:574] : INFO : Epoch 1881 | loss: 0.0311448 | val_loss: 0.0311514 | Time: 2493.36 ms [2022-04-11 11:20:25 main:574] : INFO : Epoch 1882 | loss: 0.0311439 | val_loss: 0.0311522 | Time: 2492.14 ms [2022-04-11 11:20:27 main:574] : INFO : Epoch 1883 | loss: 0.0311427 | val_loss: 0.0311498 | Time: 2494.7 ms [2022-04-11 11:20:30 main:574] : INFO : Epoch 1884 | loss: 0.031144 | val_loss: 0.0311512 | Time: 2491.83 ms [2022-04-11 11:20:32 main:574] : INFO : Epoch 1885 | loss: 0.031144 | val_loss: 0.0311529 | Time: 2497.02 ms [2022-04-11 11:20:35 main:574] : INFO : Epoch 1886 | loss: 0.0311428 | val_loss: 0.0311526 | Time: 2495.42 ms [2022-04-11 11:20:37 main:574] : INFO : Epoch 1887 | loss: 0.0311441 | val_loss: 0.0311508 | Time: 2497.06 ms [2022-04-11 11:20:40 main:574] : INFO : Epoch 1888 | loss: 0.0311415 | val_loss: 0.0311505 | Time: 2487.22 ms [2022-04-11 11:20:42 main:574] : INFO : Epoch 1889 | loss: 0.0311425 | val_loss: 0.031153 | Time: 2498.31 ms [2022-04-11 11:20:45 main:574] : INFO : Epoch 1890 | loss: 0.0311422 | val_loss: 0.0311537 | Time: 2496.05 ms [2022-04-11 11:20:48 main:574] : INFO : Epoch 1891 | loss: 0.0311429 | val_loss: 0.0311514 | Time: 2490.75 ms [2022-04-11 11:20:50 main:574] : INFO : Epoch 1892 | loss: 0.0311413 | val_loss: 0.0311519 | Time: 2490.15 ms [2022-04-11 11:20:53 main:574] : INFO : Epoch 1893 | loss: 0.0311421 | val_loss: 0.0311517 | Time: 2491.48 ms [2022-04-11 11:20:55 main:574] : INFO : Epoch 1894 | loss: 0.0311413 | val_loss: 0.0311523 | Time: 2492.41 ms [2022-04-11 11:20:58 main:574] : INFO : Epoch 1895 | loss: 0.03114 | val_loss: 0.0311524 | Time: 2495.69 ms [2022-04-11 11:21:00 main:574] : INFO : Epoch 1896 | loss: 0.0311403 | val_loss: 0.0311516 | Time: 2492.97 ms [2022-04-11 11:21:03 main:574] : INFO : Epoch 1897 | loss: 0.0311409 | val_loss: 0.0311526 | Time: 2494.81 ms [2022-04-11 11:21:05 main:574] : INFO : Epoch 1898 | loss: 0.031141 | val_loss: 0.0311498 | Time: 2494.84 ms [2022-04-11 11:21:08 main:574] : INFO : Epoch 1899 | loss: 0.0311386 | val_loss: 0.0311493 | Time: 2491.57 ms [2022-04-11 11:21:10 main:574] : INFO : Epoch 1900 | loss: 0.0311417 | val_loss: 0.0311514 | Time: 2492.87 ms [2022-04-11 11:21:13 main:574] : INFO : Epoch 1901 | loss: 0.0311408 | val_loss: 0.0311471 | Time: 2501.77 ms [2022-04-11 11:21:15 main:574] : INFO : Epoch 1902 | loss: 0.0311391 | val_loss: 0.0311491 | Time: 2494.89 ms [2022-04-11 11:21:18 main:574] : INFO : Epoch 1903 | loss: 0.0311394 | val_loss: 0.03115 | Time: 2488.93 ms [2022-04-11 11:21:21 main:574] : INFO : Epoch 1904 | loss: 0.0311396 | val_loss: 0.0311494 | Time: 2491.54 ms [2022-04-11 11:21:23 main:574] : INFO : Epoch 1905 | loss: 0.031138 | val_loss: 0.0311483 | Time: 2501.54 ms [2022-04-11 11:21:26 main:574] : INFO : Epoch 1906 | loss: 0.0311376 | val_loss: 0.0311497 | Time: 2497.64 ms [2022-04-11 11:21:28 main:574] : INFO : Epoch 1907 | loss: 0.0311379 | val_loss: 0.0311484 | Time: 2487.36 ms [2022-04-11 11:21:31 main:574] : INFO : Epoch 1908 | loss: 0.0311393 | val_loss: 0.0311494 | Time: 2494.49 ms [2022-04-11 11:21:33 main:574] : INFO : Epoch 1909 | loss: 0.0311373 | val_loss: 0.0311494 | Time: 2499.07 ms [2022-04-11 11:21:36 main:574] : INFO : Epoch 1910 | loss: 0.0311367 | val_loss: 0.0311478 | Time: 2495.76 ms [2022-04-11 11:21:38 main:574] : INFO : Epoch 1911 | loss: 0.031137 | val_loss: 0.0311462 | Time: 2496.37 ms [2022-04-11 11:21:41 main:574] : INFO : Epoch 1912 | loss: 0.0311368 | val_loss: 0.0311512 | Time: 2497.86 ms [2022-04-11 11:21:43 main:574] : INFO : Epoch 1913 | loss: 0.0311397 | val_loss: 0.0311468 | Time: 2499 ms [2022-04-11 11:21:46 main:574] : INFO : Epoch 1914 | loss: 0.0311369 | val_loss: 0.0311489 | Time: 2494.76 ms [2022-04-11 11:21:48 main:574] : INFO : Epoch 1915 | loss: 0.0311404 | val_loss: 0.0311555 | Time: 2490.65 ms [2022-04-11 11:21:51 main:574] : INFO : Epoch 1916 | loss: 0.0311398 | val_loss: 0.0311485 | Time: 2492.92 ms [2022-04-11 11:21:54 main:574] : INFO : Epoch 1917 | loss: 0.0311379 | val_loss: 0.0311468 | Time: 2495.53 ms [2022-04-11 11:21:56 main:574] : INFO : Epoch 1918 | loss: 0.031138 | val_loss: 0.0311487 | Time: 2488.55 ms [2022-04-11 11:21:59 main:574] : INFO : Epoch 1919 | loss: 0.0311366 | val_loss: 0.0311508 | Time: 2499.14 ms [2022-04-11 11:22:01 main:574] : INFO : Epoch 1920 | loss: 0.0311377 | val_loss: 0.0311475 | Time: 2494.47 ms [2022-04-11 11:22:04 main:574] : INFO : Epoch 1921 | loss: 0.0311358 | val_loss: 0.0311452 | Time: 2501.66 ms [2022-04-11 11:22:06 main:574] : INFO : Epoch 1922 | loss: 0.0311351 | val_loss: 0.0311436 | Time: 2493.89 ms [2022-04-11 11:22:09 main:574] : INFO : Epoch 1923 | loss: 0.0311357 | val_loss: 0.031147 | Time: 2485.68 ms [2022-04-11 11:22:11 main:574] : INFO : Epoch 1924 | loss: 0.0311349 | val_loss: 0.0311479 | Time: 2489.4 ms [2022-04-11 11:22:14 main:574] : INFO : Epoch 1925 | loss: 0.0311362 | val_loss: 0.0311468 | Time: 2497.2 ms [2022-04-11 11:22:16 main:574] : INFO : Epoch 1926 | loss: 0.0311395 | val_loss: 0.0311458 | Time: 2493.31 ms [2022-04-11 11:22:19 main:574] : INFO : Epoch 1927 | loss: 0.0311376 | val_loss: 0.0311446 | Time: 2492.55 ms [2022-04-11 11:22:22 main:574] : INFO : Epoch 1928 | loss: 0.0311348 | val_loss: 0.0311431 | Time: 2491.68 ms [2022-04-11 11:22:24 main:574] : INFO : Epoch 1929 | loss: 0.0311354 | val_loss: 0.0311447 | Time: 2493.72 ms [2022-04-11 11:22:27 main:574] : INFO : Epoch 1930 | loss: 0.0311352 | val_loss: 0.0311455 | Time: 2493.29 ms [2022-04-11 11:22:29 main:574] : INFO : Epoch 1931 | loss: 0.031136 | val_loss: 0.0311468 | Time: 2491.12 ms [2022-04-11 11:22:32 main:574] : INFO : Epoch 1932 | loss: 0.0311343 | val_loss: 0.0311445 | Time: 2485.91 ms [2022-04-11 11:22:34 main:574] : INFO : Epoch 1933 | loss: 0.0311339 | val_loss: 0.0311437 | Time: 2492.5 ms [2022-04-11 11:22:37 main:574] : INFO : Epoch 1934 | loss: 0.0311352 | val_loss: 0.0311455 | Time: 2492.74 ms [2022-04-11 11:22:39 main:574] : INFO : Epoch 1935 | loss: 0.0311341 | val_loss: 0.0311468 | Time: 2491.33 ms [2022-04-11 11:22:42 main:574] : INFO : Epoch 1936 | loss: 0.031135 | val_loss: 0.0311469 | Time: 2483.44 ms [2022-04-11 11:22:44 main:574] : INFO : Epoch 1937 | loss: 0.0311343 | val_loss: 0.0311499 | Time: 2501.07 ms [2022-04-11 11:22:47 main:574] : INFO : Epoch 1938 | loss: 0.0311363 | val_loss: 0.0311468 | Time: 2486.56 ms [2022-04-11 11:22:49 main:574] : INFO : Epoch 1939 | loss: 0.0311371 | val_loss: 0.0311478 | Time: 2493.87 ms [2022-04-11 11:22:52 main:574] : INFO : Epoch 1940 | loss: 0.0311353 | val_loss: 0.0311475 | Time: 2491.25 ms [2022-04-11 11:22:55 main:574] : INFO : Epoch 1941 | loss: 0.0311361 | val_loss: 0.0311444 | Time: 2497.48 ms [2022-04-11 11:22:57 main:574] : INFO : Epoch 1942 | loss: 0.0311395 | val_loss: 0.0311489 | Time: 2488.68 ms [2022-04-11 11:23:00 main:574] : INFO : Epoch 1943 | loss: 0.0311402 | val_loss: 0.031145 | Time: 2502.74 ms [2022-04-11 11:23:02 main:574] : INFO : Epoch 1944 | loss: 0.0311367 | val_loss: 0.0311448 | Time: 2491.14 ms [2022-04-11 11:23:05 main:574] : INFO : Epoch 1945 | loss: 0.031147 | val_loss: 0.0311599 | Time: 2492.95 ms [2022-04-11 11:23:07 main:574] : INFO : Epoch 1946 | loss: 0.0311503 | val_loss: 0.0311527 | Time: 2495.88 ms [2022-04-11 11:23:10 main:574] : INFO : Epoch 1947 | loss: 0.0311487 | val_loss: 0.0311495 | Time: 2498.37 ms [2022-04-11 11:23:12 main:574] : INFO : Epoch 1948 | loss: 0.0311461 | val_loss: 0.0311568 | Time: 2490.5 ms [2022-04-11 11:23:15 main:574] : INFO : Epoch 1949 | loss: 0.0311466 | val_loss: 0.0311488 | Time: 2490.84 ms [2022-04-11 11:23:17 main:574] : INFO : Epoch 1950 | loss: 0.0311464 | val_loss: 0.0311502 | Time: 2495.76 ms [2022-04-11 11:23:20 main:574] : INFO : Epoch 1951 | loss: 0.0311436 | val_loss: 0.0311481 | Time: 2494.78 ms [2022-04-11 11:23:22 main:574] : INFO : Epoch 1952 | loss: 0.0311433 | val_loss: 0.0311456 | Time: 2490.63 ms [2022-04-11 11:23:25 main:574] : INFO : Epoch 1953 | loss: 0.0311412 | val_loss: 0.0311465 | Time: 2495.75 ms [2022-04-11 11:23:28 main:574] : INFO : Epoch 1954 | loss: 0.0311406 | val_loss: 0.0311461 | Time: 2489.92 ms [2022-04-11 11:23:30 main:574] : INFO : Epoch 1955 | loss: 0.0311406 | val_loss: 0.0311554 | Time: 2485.5 ms [2022-04-11 11:23:33 main:574] : INFO : Epoch 1956 | loss: 0.0311412 | val_loss: 0.0311508 | Time: 2491.23 ms [2022-04-11 11:23:35 main:574] : INFO : Epoch 1957 | loss: 0.0311401 | val_loss: 0.0311467 | Time: 2496.12 ms [2022-04-11 11:23:38 main:574] : INFO : Epoch 1958 | loss: 0.0311383 | val_loss: 0.0311485 | Time: 2494.41 ms [2022-04-11 11:23:40 main:574] : INFO : Epoch 1959 | loss: 0.0311372 | val_loss: 0.0311502 | Time: 2495.3 ms [2022-04-11 11:23:43 main:574] : INFO : Epoch 1960 | loss: 0.0311364 | val_loss: 0.0311459 | Time: 2490.61 ms [2022-04-11 11:23:45 main:574] : INFO : Epoch 1961 | loss: 0.0311404 | val_loss: 0.0311454 | Time: 2502.23 ms [2022-04-11 11:23:48 main:574] : INFO : Epoch 1962 | loss: 0.031136 | val_loss: 0.0311442 | Time: 2494.61 ms [2022-04-11 11:23:50 main:574] : INFO : Epoch 1963 | loss: 0.0311346 | val_loss: 0.0311437 | Time: 2491.03 ms [2022-04-11 11:23:53 main:574] : INFO : Epoch 1964 | loss: 0.0311353 | val_loss: 0.0311439 | Time: 2497.96 ms [2022-04-11 11:23:55 main:574] : INFO : Epoch 1965 | loss: 0.0311337 | val_loss: 0.0311437 | Time: 2498.54 ms [2022-04-11 11:23:58 main:574] : INFO : Epoch 1966 | loss: 0.0311337 | val_loss: 0.0311451 | Time: 2495.38 ms [2022-04-11 11:24:01 main:574] : INFO : Epoch 1967 | loss: 0.0311404 | val_loss: 0.031149 | Time: 2496.08 ms [2022-04-11 11:24:03 main:574] : INFO : Epoch 1968 | loss: 0.0311421 | val_loss: 0.0311467 | Time: 2490.44 ms [2022-04-11 11:24:06 main:574] : INFO : Epoch 1969 | loss: 0.0311404 | val_loss: 0.0311438 | Time: 2493 ms [2022-04-11 11:24:08 main:574] : INFO : Epoch 1970 | loss: 0.0311362 | val_loss: 0.0311455 | Time: 2492.18 ms [2022-04-11 11:24:11 main:574] : INFO : Epoch 1971 | loss: 0.0311389 | val_loss: 0.0311462 | Time: 2495.67 ms [2022-04-11 11:24:13 main:574] : INFO : Epoch 1972 | loss: 0.0311426 | val_loss: 0.0311453 | Time: 2500.36 ms [2022-04-11 11:24:16 main:574] : INFO : Epoch 1973 | loss: 0.0311446 | val_loss: 0.0311482 | Time: 2496.85 ms [2022-04-11 11:24:18 main:574] : INFO : Epoch 1974 | loss: 0.0311461 | val_loss: 0.0311503 | Time: 2489.07 ms [2022-04-11 11:24:21 main:574] : INFO : Epoch 1975 | loss: 0.0311417 | val_loss: 0.0311465 | Time: 2489.91 ms [2022-04-11 11:24:23 main:574] : INFO : Epoch 1976 | loss: 0.0311415 | val_loss: 0.0311444 | Time: 2493.14 ms [2022-04-11 11:24:26 main:574] : INFO : Epoch 1977 | loss: 0.0311388 | val_loss: 0.0311413 | Time: 2495.23 ms [2022-04-11 11:24:28 main:574] : INFO : Epoch 1978 | loss: 0.0311363 | val_loss: 0.0311393 | Time: 2497.35 ms [2022-04-11 11:24:31 main:574] : INFO : Epoch 1979 | loss: 0.0311356 | val_loss: 0.0311394 | Time: 2499.71 ms [2022-04-11 11:24:34 main:574] : INFO : Epoch 1980 | loss: 0.0311356 | val_loss: 0.0311401 | Time: 2488.94 ms [2022-04-11 11:24:36 main:574] : INFO : Epoch 1981 | loss: 0.0311356 | val_loss: 0.0311389 | Time: 2498.17 ms [2022-04-11 11:24:39 main:574] : INFO : Epoch 1982 | loss: 0.031134 | val_loss: 0.0311394 | Time: 2491.99 ms [2022-04-11 11:24:41 main:574] : INFO : Epoch 1983 | loss: 0.031135 | val_loss: 0.0311392 | Time: 2491.46 ms [2022-04-11 11:24:44 main:574] : INFO : Epoch 1984 | loss: 0.0311354 | val_loss: 0.0311406 | Time: 2495.38 ms [2022-04-11 11:24:46 main:574] : INFO : Epoch 1985 | loss: 0.0311325 | val_loss: 0.0311411 | Time: 2498.23 ms [2022-04-11 11:24:49 main:574] : INFO : Epoch 1986 | loss: 0.031131 | val_loss: 0.0311408 | Time: 2496.65 ms [2022-04-11 11:24:51 main:574] : INFO : Epoch 1987 | loss: 0.031139 | val_loss: 0.0311563 | Time: 2491.46 ms [2022-04-11 11:24:54 main:574] : INFO : Epoch 1988 | loss: 0.0311644 | val_loss: 0.0311722 | Time: 2491.91 ms [2022-04-11 11:24:56 main:574] : INFO : Epoch 1989 | loss: 0.0311719 | val_loss: 0.0311734 | Time: 2493.9 ms [2022-04-11 11:24:59 main:574] : INFO : Epoch 1990 | loss: 0.0311693 | val_loss: 0.0311682 | Time: 2493.08 ms [2022-04-11 11:25:01 main:574] : INFO : Epoch 1991 | loss: 0.0311672 | val_loss: 0.0311676 | Time: 2500.97 ms [2022-04-11 11:25:04 main:574] : INFO : Epoch 1992 | loss: 0.0311669 | val_loss: 0.0311733 | Time: 2499.23 ms [2022-04-11 11:25:07 main:574] : INFO : Epoch 1993 | loss: 0.0311668 | val_loss: 0.0311661 | Time: 2501.64 ms [2022-04-11 11:25:09 main:574] : INFO : Epoch 1994 | loss: 0.0311641 | val_loss: 0.0311646 | Time: 2500.14 ms [2022-04-11 11:25:12 main:574] : INFO : Epoch 1995 | loss: 0.0311625 | val_loss: 0.0311641 | Time: 2490.98 ms [2022-04-11 11:25:14 main:574] : INFO : Epoch 1996 | loss: 0.0311625 | val_loss: 0.0311639 | Time: 2493.64 ms [2022-04-11 11:25:17 main:574] : INFO : Epoch 1997 | loss: 0.0311609 | val_loss: 0.0311651 | Time: 2497.13 ms [2022-04-11 11:25:19 main:574] : INFO : Epoch 1998 | loss: 0.0311614 | val_loss: 0.0311649 | Time: 2492.51 ms [2022-04-11 11:25:22 main:574] : INFO : Epoch 1999 | loss: 0.0311598 | val_loss: 0.0311632 | Time: 2494.71 ms [2022-04-11 11:25:24 main:574] : INFO : Epoch 2000 | loss: 0.0311593 | val_loss: 0.0311636 | Time: 2492.43 ms [2022-04-11 11:25:27 main:574] : INFO : Epoch 2001 | loss: 0.0311599 | val_loss: 0.0311657 | Time: 2496.42 ms [2022-04-11 11:25:30 main:574] : INFO : Epoch 2002 | loss: 0.0311606 | val_loss: 0.0311647 | Time: 2495.97 ms [2022-04-11 11:25:32 main:574] : INFO : Epoch 2003 | loss: 0.0311583 | val_loss: 0.0311626 | Time: 2498.66 ms [2022-04-11 11:25:35 main:574] : INFO : Epoch 2004 | loss: 0.0311579 | val_loss: 0.0311667 | Time: 2485.13 ms [2022-04-11 11:25:37 main:574] : INFO : Epoch 2005 | loss: 0.0311609 | val_loss: 0.0311672 | Time: 2498.37 ms [2022-04-11 11:25:40 main:574] : INFO : Epoch 2006 | loss: 0.0311599 | val_loss: 0.0311681 | Time: 2501.44 ms [2022-04-11 11:25:42 main:574] : INFO : Epoch 2007 | loss: 0.0311588 | val_loss: 0.0311632 | Time: 2492.56 ms [2022-04-11 11:25:45 main:574] : INFO : Epoch 2008 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 2491.73 ms [2022-04-11 11:25:47 main:574] : INFO : Epoch 2009 | loss: 0.0311603 | val_loss: 0.0311664 | Time: 2493.09 ms [2022-04-11 11:25:50 main:574] : INFO : Epoch 2010 | loss: 0.0311566 | val_loss: 0.0311675 | Time: 2490.45 ms [2022-04-11 11:25:52 main:574] : INFO : Epoch 2011 | loss: 0.0311576 | val_loss: 0.0311675 | Time: 2492.82 ms [2022-04-11 11:25:55 main:574] : INFO : Epoch 2012 | loss: 0.0311579 | val_loss: 0.0311663 | Time: 2486.91 ms [2022-04-11 11:25:57 main:574] : INFO : Epoch 2013 | loss: 0.0311555 | val_loss: 0.0311634 | Time: 2495.51 ms [2022-04-11 11:26:00 main:574] : INFO : Epoch 2014 | loss: 0.031155 | val_loss: 0.0311654 | Time: 2489.96 ms [2022-04-11 11:26:02 main:574] : INFO : Epoch 2015 | loss: 0.0311554 | val_loss: 0.0311642 | Time: 2490.38 ms [2022-04-11 11:26:05 main:574] : INFO : Epoch 2016 | loss: 0.0311539 | val_loss: 0.031162 | Time: 2487.34 ms [2022-04-11 11:26:08 main:574] : INFO : Epoch 2017 | loss: 0.0311541 | val_loss: 0.0311635 | Time: 2495.17 ms [2022-04-11 11:26:10 main:574] : INFO : Epoch 2018 | loss: 0.0311532 | val_loss: 0.0311644 | Time: 2496.51 ms [2022-04-11 11:26:13 main:574] : INFO : Epoch 2019 | loss: 0.031153 | val_loss: 0.031163 | Time: 2490.65 ms [2022-04-11 11:26:15 main:574] : INFO : Epoch 2020 | loss: 0.031153 | val_loss: 0.0311634 | Time: 2494.7 ms [2022-04-11 11:26:18 main:574] : INFO : Epoch 2021 | loss: 0.0311527 | val_loss: 0.0311637 | Time: 2497.44 ms [2022-04-11 11:26:20 main:574] : INFO : Epoch 2022 | loss: 0.0311528 | val_loss: 0.031164 | Time: 2494.18 ms [2022-04-11 11:26:23 main:574] : INFO : Epoch 2023 | loss: 0.0311534 | val_loss: 0.0311629 | Time: 2488.99 ms [2022-04-11 11:26:25 main:574] : INFO : Epoch 2024 | loss: 0.0311539 | val_loss: 0.0311646 | Time: 2495.07 ms [2022-04-11 11:26:28 main:574] : INFO : Epoch 2025 | loss: 0.0311541 | val_loss: 0.031164 | Time: 2494.21 ms [2022-04-11 11:26:30 main:574] : INFO : Epoch 2026 | loss: 0.0311556 | val_loss: 0.0311653 | Time: 2494.31 ms [2022-04-11 11:26:33 main:574] : INFO : Epoch 2027 | loss: 0.0311562 | val_loss: 0.0311648 | Time: 2485.31 ms [2022-04-11 11:26:35 main:574] : INFO : Epoch 2028 | loss: 0.0311567 | val_loss: 0.0311631 | Time: 2485.14 ms [2022-04-11 11:26:38 main:574] : INFO : Epoch 2029 | loss: 0.0311567 | val_loss: 0.0311633 | Time: 2489.12 ms [2022-04-11 11:26:41 main:574] : INFO : Epoch 2030 | loss: 0.0311547 | val_loss: 0.0311639 | Time: 2495.68 ms [2022-04-11 11:26:43 main:574] : INFO : Epoch 2031 | loss: 0.0311538 | val_loss: 0.0311628 | Time: 2491.11 ms [2022-04-11 11:26:46 main:574] : INFO : Epoch 2032 | loss: 0.0311525 | val_loss: 0.0311628 | Time: 2499.63 ms [2022-04-11 11:26:48 main:574] : INFO : Epoch 2033 | loss: 0.0311527 | val_loss: 0.0311639 | Time: 2495.21 ms [2022-04-11 11:26:51 main:574] : INFO : Epoch 2034 | loss: 0.0311525 | val_loss: 0.031168 | Time: 2501.03 ms [2022-04-11 11:26:53 main:574] : INFO : Epoch 2035 | loss: 0.0311517 | val_loss: 0.0311684 | Time: 2490.41 ms [2022-04-11 11:26:56 main:574] : INFO : Epoch 2036 | loss: 0.0311526 | val_loss: 0.0311657 | Time: 2493.04 ms [2022-04-11 11:26:58 main:574] : INFO : Epoch 2037 | loss: 0.0311512 | val_loss: 0.0311636 | Time: 2492.46 ms [2022-04-11 11:27:01 main:574] : INFO : Epoch 2038 | loss: 0.0311519 | val_loss: 0.0311705 | Time: 2494.74 ms [2022-04-11 11:27:03 main:574] : INFO : Epoch 2039 | loss: 0.0311535 | val_loss: 0.0311741 | Time: 2494.3 ms [2022-04-11 11:27:06 main:574] : INFO : Epoch 2040 | loss: 0.0311554 | val_loss: 0.0311668 | Time: 2492.29 ms [2022-04-11 11:27:08 main:574] : INFO : Epoch 2041 | loss: 0.0311511 | val_loss: 0.031165 | Time: 2495.89 ms [2022-04-11 11:27:11 main:574] : INFO : Epoch 2042 | loss: 0.0311511 | val_loss: 0.0311655 | Time: 2490.76 ms [2022-04-11 11:27:14 main:574] : INFO : Epoch 2043 | loss: 0.0311498 | val_loss: 0.0311633 | Time: 2499.92 ms [2022-04-11 11:27:16 main:574] : INFO : Epoch 2044 | loss: 0.0311491 | val_loss: 0.0311645 | Time: 2485.01 ms [2022-04-11 11:27:19 main:574] : INFO : Epoch 2045 | loss: 0.0311559 | val_loss: 0.0312003 | Time: 2497.54 ms [2022-04-11 11:27:21 main:574] : INFO : Epoch 2046 | loss: 0.0333402 | val_loss: 0.0326665 | Time: 2492.96 ms [2022-04-11 11:27:24 main:574] : INFO : Epoch 2047 | loss: 0.0330204 | val_loss: 0.0314389 | Time: 2496.26 ms [2022-04-11 11:27:26 main:574] : INFO : Epoch 2048 | loss: 0.031414 | val_loss: 0.0312685 | Time: 2487.06 ms [2022-04-11 11:27:26 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312685 [2022-04-11 11:27:26 main:603] : INFO : Saving end state to config to file [2022-04-11 11:27:26 main:608] : INFO : Success, exiting.. 11:27:26 (3800): 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)