Task 13720209
| Name | ParityModified-1647044587-23911-2-0_0 |
| Workunit | 10809462 |
| Created | 24 Mar 2022, 19:03:47 UTC |
| Sent | 31 Mar 2022, 12:53:42 UTC |
| Report deadline | 8 Apr 2022, 12:53:42 UTC |
| Received | 21 Apr 2022, 3:45:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19912 |
| Run time | 3 hours 39 min |
| CPU time | 3 hours 30 min 50 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 4,102.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.98 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4-20 21:46:50 main:574] : INFO : Epoch 1542 | loss: 0.0311613 | val_loss: 0.0311717 | Time: 4688.16 ms [2022-04-20 21:46:55 main:574] : INFO : Epoch 1543 | loss: 0.0311591 | val_loss: 0.0311738 | Time: 4524.77 ms [2022-04-20 21:46:59 main:574] : INFO : Epoch 1544 | loss: 0.0311587 | val_loss: 0.0311712 | Time: 4552.35 ms [2022-04-20 21:47:04 main:574] : INFO : Epoch 1545 | loss: 0.0311598 | val_loss: 0.0311725 | Time: 4632.66 ms [2022-04-20 21:47:08 main:574] : INFO : Epoch 1546 | loss: 0.0311604 | val_loss: 0.0311723 | Time: 4534.79 ms [2022-04-20 21:47:13 main:574] : INFO : Epoch 1547 | loss: 0.0311612 | val_loss: 0.0311738 | Time: 4597.12 ms [2022-04-20 21:47:18 main:574] : INFO : Epoch 1548 | loss: 0.0311674 | val_loss: 0.0311743 | Time: 4554.56 ms [2022-04-20 21:47:22 main:574] : INFO : Epoch 1549 | loss: 0.0311654 | val_loss: 0.031178 | Time: 4605.62 ms [2022-04-20 21:47:27 main:574] : INFO : Epoch 1550 | loss: 0.0311636 | val_loss: 0.0311738 | Time: 4497.66 ms [2022-04-20 21:47:31 main:574] : INFO : Epoch 1551 | loss: 0.0311635 | val_loss: 0.0311736 | Time: 4633.09 ms [2022-04-20 21:47:36 main:574] : INFO : Epoch 1552 | loss: 0.0311635 | val_loss: 0.031172 | Time: 4672.11 ms [2022-04-20 21:47:41 main:574] : INFO : Epoch 1553 | loss: 0.0311633 | val_loss: 0.0311723 | Time: 4656.96 ms [2022-04-20 21:47:45 main:574] : INFO : Epoch 1554 | loss: 0.031163 | val_loss: 0.0311766 | Time: 4626.65 ms [2022-04-20 21:47:50 main:574] : INFO : Epoch 1555 | loss: 0.0311605 | val_loss: 0.0311728 | Time: 4572.65 ms [2022-04-20 21:47:54 main:574] : INFO : Epoch 1556 | loss: 0.0311598 | val_loss: 0.0311734 | Time: 4629.08 ms [2022-04-20 21:47:59 main:574] : INFO : Epoch 1557 | loss: 0.0311592 | val_loss: 0.0311726 | Time: 4570.17 ms [2022-04-20 21:48:04 main:574] : INFO : Epoch 1558 | loss: 0.0311594 | val_loss: 0.0311728 | Time: 4737.51 ms [2022-04-20 21:48:08 main:574] : INFO : Epoch 1559 | loss: 0.0311587 | val_loss: 0.0311735 | Time: 4505.51 ms [2022-04-20 21:48:13 main:574] : INFO : Epoch 1560 | loss: 0.0311598 | val_loss: 0.0311714 | Time: 4637.36 ms [2022-04-20 21:48:17 main:574] : INFO : Epoch 1561 | loss: 0.031162 | val_loss: 0.0311721 | Time: 4507.15 ms [2022-04-20 21:48:22 main:574] : INFO : Epoch 1562 | loss: 0.0311614 | val_loss: 0.0311723 | Time: 4670.12 ms [2022-04-20 21:48:27 main:574] : INFO : Epoch 1563 | loss: 0.0311602 | val_loss: 0.0311724 | Time: 4788.02 ms [2022-04-20 21:48:32 main:574] : INFO : Epoch 1564 | loss: 0.0311586 | val_loss: 0.0311699 | Time: 4680.63 ms [2022-04-20 21:48:36 main:574] : INFO : Epoch 1565 | loss: 0.0311587 | val_loss: 0.0311759 | Time: 4635.79 ms [2022-04-20 21:48:41 main:574] : INFO : Epoch 1566 | loss: 0.0311596 | val_loss: 0.0311724 | Time: 4685.01 ms [2022-04-20 21:48:46 main:574] : INFO : Epoch 1567 | loss: 0.031159 | val_loss: 0.0311741 | Time: 4540.21 ms [2022-04-20 21:48:50 main:574] : INFO : Epoch 1568 | loss: 0.0311612 | val_loss: 0.0311755 | Time: 4659.32 ms [2022-04-20 21:48:55 main:574] : INFO : Epoch 1569 | loss: 0.0311609 | val_loss: 0.0311719 | Time: 4637.3 ms [2022-04-20 21:49:00 main:574] : INFO : Epoch 1570 | loss: 0.0311592 | val_loss: 0.0311703 | Time: 4751.53 ms [2022-04-20 21:49:04 main:574] : INFO : Epoch 1571 | loss: 0.0311595 | val_loss: 0.031173 | Time: 4623.4 ms [2022-04-20 21:49:09 main:574] : INFO : Epoch 1572 | loss: 0.0311598 | val_loss: 0.0311726 | Time: 4713.13 ms [2022-04-20 21:49:14 main:574] : INFO : Epoch 1573 | loss: 0.0311578 | val_loss: 0.0311697 | Time: 4694.93 ms [2022-04-20 21:49:18 main:574] : INFO : Epoch 1574 | loss: 0.0311578 | val_loss: 0.0311728 | Time: 4649.53 ms [2022-04-20 21:49:23 main:574] : INFO : Epoch 1575 | loss: 0.031157 | val_loss: 0.031171 | Time: 4693.68 ms [2022-04-20 21:49:28 main:574] : INFO : Epoch 1576 | loss: 0.0311584 | val_loss: 0.0311698 | Time: 4557.01 ms [2022-04-20 21:49:32 main:574] : INFO : Epoch 1577 | loss: 0.0311574 | val_loss: 0.0311695 | Time: 4740.43 ms [2022-04-20 21:49:37 main:574] : INFO : Epoch 1578 | loss: 0.0311568 | val_loss: 0.0311722 | Time: 4540.78 ms [2022-04-20 21:49:42 main:574] : INFO : Epoch 1579 | loss: 0.0311571 | val_loss: 0.031175 | Time: 4705.77 ms [2022-04-20 21:49:46 main:574] : INFO : Epoch 1580 | loss: 0.0311569 | val_loss: 0.0311683 | Time: 4618.74 ms [2022-04-20 21:49:51 main:574] : INFO : Epoch 1581 | loss: 0.0311569 | val_loss: 0.031169 | Time: 4650.7 ms [2022-04-20 21:49:55 main:574] : INFO : Epoch 1582 | loss: 0.0311561 | val_loss: 0.0311708 | Time: 4492.49 ms [2022-04-20 21:50:00 main:574] : INFO : Epoch 1583 | loss: 0.0311555 | val_loss: 0.0311689 | Time: 4751.71 ms [2022-04-20 21:50:05 main:574] : INFO : Epoch 1584 | loss: 0.0311574 | val_loss: 0.0311707 | Time: 4522.09 ms [2022-04-20 21:50:09 main:574] : INFO : Epoch 1585 | loss: 0.0311563 | val_loss: 0.0311691 | Time: 4752.73 ms [2022-04-20 21:50:14 main:574] : INFO : Epoch 1586 | loss: 0.0311568 | val_loss: 0.03117 | Time: 4523.1 ms [2022-04-20 21:50:19 main:574] : INFO : Epoch 1587 | loss: 0.0311568 | val_loss: 0.0311723 | Time: 4641.05 ms [2022-04-20 21:50:23 main:574] : INFO : Epoch 1588 | loss: 0.0311552 | val_loss: 0.0311702 | Time: 4562.79 ms [2022-04-20 21:50:28 main:574] : INFO : Epoch 1589 | loss: 0.0311554 | val_loss: 0.0311687 | Time: 4507.1 ms [2022-04-20 21:50:32 main:574] : INFO : Epoch 1590 | loss: 0.0311556 | val_loss: 0.0311746 | Time: 4688.84 ms [2022-04-20 21:50:37 main:574] : INFO : Epoch 1591 | loss: 0.0311557 | val_loss: 0.0311717 | Time: 4602.61 ms [2022-04-20 21:50:42 main:574] : INFO : Epoch 1592 | loss: 0.0311562 | val_loss: 0.031172 | Time: 4687.63 ms [2022-04-20 21:50:47 main:574] : INFO : Epoch 1593 | loss: 0.031156 | val_loss: 0.0311704 | Time: 4856.81 ms [2022-04-20 21:50:52 main:574] : INFO : Epoch 1594 | loss: 0.0311552 | val_loss: 0.0311714 | Time: 5205.57 ms [2022-04-20 21:50:57 main:574] : INFO : Epoch 1595 | loss: 0.031155 | val_loss: 0.0311711 | Time: 5051.99 ms [2022-04-20 21:51:02 main:574] : INFO : Epoch 1596 | loss: 0.0311593 | val_loss: 0.0311736 | Time: 4837.48 ms [2022-04-20 21:51:07 main:574] : INFO : Epoch 1597 | loss: 0.0311594 | val_loss: 0.0311696 | Time: 4924.41 ms [2022-04-20 21:51:12 main:574] : INFO : Epoch 1598 | loss: 0.0311569 | val_loss: 0.0311721 | Time: 5209.66 ms [2022-04-20 21:51:17 main:574] : INFO : Epoch 1599 | loss: 0.0311563 | val_loss: 0.0311717 | Time: 4898.98 ms [2022-04-20 21:51:22 main:574] : INFO : Epoch 1600 | loss: 0.0311608 | val_loss: 0.0311728 | Time: 4904.06 ms [2022-04-20 21:51:27 main:574] : INFO : Epoch 1601 | loss: 0.0311589 | val_loss: 0.0311716 | Time: 4833.9 ms [2022-04-20 21:51:32 main:574] : INFO : Epoch 1602 | loss: 0.0311591 | val_loss: 0.0311701 | Time: 5028.4 ms [2022-04-20 21:51:37 main:574] : INFO : Epoch 1603 | loss: 0.0311576 | val_loss: 0.0311727 | Time: 4984.11 ms [2022-04-20 21:51:42 main:574] : INFO : Epoch 1604 | loss: 0.0311593 | val_loss: 0.0311703 | Time: 5274.92 ms [2022-04-20 21:51:47 main:574] : INFO : Epoch 1605 | loss: 0.0311626 | val_loss: 0.0311811 | Time: 4765.17 ms [2022-04-20 21:51:52 main:574] : INFO : Epoch 1606 | loss: 0.0311599 | val_loss: 0.0311753 | Time: 4856.69 ms [2022-04-20 21:51:56 main:574] : INFO : Epoch 1607 | loss: 0.031159 | val_loss: 0.0311717 | Time: 4796.18 ms [2022-04-20 21:52:01 main:574] : INFO : Epoch 1608 | loss: 0.0311579 | val_loss: 0.0311702 | Time: 4911.03 ms [2022-04-20 21:52:06 main:574] : INFO : Epoch 1609 | loss: 0.0311562 | val_loss: 0.0311724 | Time: 4750.71 ms [2022-04-20 21:52:11 main:574] : INFO : Epoch 1610 | loss: 0.0311556 | val_loss: 0.0311728 | Time: 4890.6 ms [2022-04-20 21:52:16 main:574] : INFO : Epoch 1611 | loss: 0.0311558 | val_loss: 0.031173 | Time: 4736.44 ms [2022-04-20 21:52:21 main:574] : INFO : Epoch 1612 | loss: 0.0311568 | val_loss: 0.0311737 | Time: 4903.2 ms [2022-04-20 21:52:26 main:574] : INFO : Epoch 1613 | loss: 0.0311552 | val_loss: 0.0311707 | Time: 4997.51 ms [2022-04-20 21:52:31 main:574] : INFO : Epoch 1614 | loss: 0.0311549 | val_loss: 0.0311735 | Time: 4983.98 ms [2022-04-20 21:52:35 main:574] : INFO : Epoch 1615 | loss: 0.0311557 | val_loss: 0.0311746 | Time: 4844.39 ms [2022-04-20 21:52:42 main:574] : INFO : Epoch 1616 | loss: 0.0311563 | val_loss: 0.0311727 | Time: 6392.35 ms [2022-04-20 21:52:50 main:574] : INFO : Epoch 1617 | loss: 0.0311546 | val_loss: 0.0311719 | Time: 7984.67 ms [2022-04-20 21:52:57 main:574] : INFO : Epoch 1618 | loss: 0.0311547 | val_loss: 0.0311743 | Time: 7685.98 ms [2022-04-20 21:53:06 main:574] : INFO : Epoch 1619 | loss: 0.0311559 | val_loss: 0.0311731 | Time: 7997.24 ms [2022-04-20 21:53:13 main:574] : INFO : Epoch 1620 | loss: 0.0311579 | val_loss: 0.0311799 | Time: 7889.7 ms [2022-04-20 21:53:21 main:574] : INFO : Epoch 1621 | loss: 0.0311555 | val_loss: 0.0311725 | Time: 7373.46 ms [2022-04-20 21:53:28 main:574] : INFO : Epoch 1622 | loss: 0.0311553 | val_loss: 0.0311842 | Time: 7640.55 ms [2022-04-20 21:53:36 main:574] : INFO : Epoch 1623 | loss: 0.0311595 | val_loss: 0.0311744 | Time: 7307.8 ms [2022-04-20 21:53:44 main:574] : INFO : Epoch 1624 | loss: 0.0311572 | val_loss: 0.0311715 | Time: 8154.31 ms [2022-04-20 21:53:51 main:574] : INFO : Epoch 1625 | loss: 0.0311563 | val_loss: 0.0311708 | Time: 7222.08 ms [2022-04-20 21:53:59 main:574] : INFO : Epoch 1626 | loss: 0.0311562 | val_loss: 0.0311701 | Time: 7449.93 ms [2022-04-20 21:54:06 main:574] : INFO : Epoch 1627 | loss: 0.0311558 | val_loss: 0.0311727 | Time: 7757.48 ms [2022-04-20 21:54:14 main:574] : INFO : Epoch 1628 | loss: 0.0311626 | val_loss: 0.0311743 | Time: 7201.72 ms [2022-04-20 21:54:21 main:574] : INFO : Epoch 1629 | loss: 0.031163 | val_loss: 0.0311713 | Time: 7528.4 ms [2022-04-20 21:54:28 main:574] : INFO : Epoch 1630 | loss: 0.0311614 | val_loss: 0.0311714 | Time: 7259.89 ms [2022-04-20 21:54:36 main:574] : INFO : Epoch 1631 | loss: 0.0311612 | val_loss: 0.0311717 | Time: 7298.5 ms [2022-04-20 21:54:43 main:574] : INFO : Epoch 1632 | loss: 0.031159 | val_loss: 0.0311718 | Time: 7778.21 ms [2022-04-20 21:54:51 main:574] : INFO : Epoch 1633 | loss: 0.0311581 | val_loss: 0.0311725 | Time: 7469.54 ms [2022-04-20 21:54:58 main:574] : INFO : Epoch 1634 | loss: 0.0311583 | val_loss: 0.0311728 | Time: 7354.97 ms [2022-04-20 21:55:05 main:574] : INFO : Epoch 1635 | loss: 0.0311582 | val_loss: 0.0311722 | Time: 7101.83 ms [2022-04-20 21:55:13 main:574] : INFO : Epoch 1636 | loss: 0.0311569 | val_loss: 0.0311749 | Time: 7286.53 ms [2022-04-20 21:55:20 main:574] : INFO : Epoch 1637 | loss: 0.0311589 | val_loss: 0.0311754 | Time: 7512.88 ms [2022-04-20 21:55:28 main:574] : INFO : Epoch 1638 | loss: 0.0311592 | val_loss: 0.0311726 | Time: 7556.78 ms [2022-04-20 21:55:35 main:574] : INFO : Epoch 1639 | loss: 0.0311567 | val_loss: 0.0311732 | Time: 7480.44 ms [2022-04-20 21:55:43 main:574] : INFO : Epoch 1640 | loss: 0.0311578 | val_loss: 0.0311731 | Time: 7771.57 ms [2022-04-20 21:55:50 main:574] : INFO : Epoch 1641 | loss: 0.0311567 | val_loss: 0.0311757 | Time: 7009.97 ms [2022-04-20 21:55:57 main:574] : INFO : Epoch 1642 | loss: 0.031157 | val_loss: 0.0311755 | Time: 7293.65 ms [2022-04-20 21:56:05 main:574] : INFO : Epoch 1643 | loss: 0.0311572 | val_loss: 0.0311768 | Time: 7256.19 ms [2022-04-20 21:56:12 main:574] : INFO : Epoch 1644 | loss: 0.0311563 | val_loss: 0.0311736 | Time: 7517.77 ms [2022-04-20 21:56:20 main:574] : INFO : Epoch 1645 | loss: 0.0311555 | val_loss: 0.0311748 | Time: 7330.72 ms [2022-04-20 21:56:27 main:574] : INFO : Epoch 1646 | loss: 0.0311565 | val_loss: 0.031175 | Time: 6964.97 ms [2022-04-20 21:56:34 main:574] : INFO : Epoch 1647 | loss: 0.0311557 | val_loss: 0.0311725 | Time: 7502.29 ms [2022-04-20 21:56:42 main:574] : INFO : Epoch 1648 | loss: 0.0311562 | val_loss: 0.031179 | Time: 7551.98 ms [2022-04-20 21:56:49 main:574] : INFO : Epoch 1649 | loss: 0.0311569 | val_loss: 0.0311739 | Time: 7044.62 ms [2022-04-20 21:56:56 main:574] : INFO : Epoch 1650 | loss: 0.0311555 | val_loss: 0.0311739 | Time: 7229 ms [2022-04-20 21:57:03 main:574] : INFO : Epoch 1651 | loss: 0.0311559 | val_loss: 0.0311727 | Time: 6976.36 ms [2022-04-20 21:57:10 main:574] : INFO : Epoch 1652 | loss: 0.0311573 | val_loss: 0.0311757 | Time: 7173.52 ms [2022-04-20 21:57:17 main:574] : INFO : Epoch 1653 | loss: 0.0311591 | val_loss: 0.0311785 | Time: 7248.94 ms [2022-04-20 21:57:25 main:574] : INFO : Epoch 1654 | loss: 0.0311573 | val_loss: 0.0311728 | Time: 7280.87 ms [2022-04-20 21:57:32 main:574] : INFO : Epoch 1655 | loss: 0.031155 | val_loss: 0.0311726 | Time: 7332.84 ms [2022-04-20 21:57:39 main:574] : INFO : Epoch 1656 | loss: 0.0311543 | val_loss: 0.0311724 | Time: 7340.47 ms [2022-04-20 21:57:47 main:574] : INFO : Epoch 1657 | loss: 0.031156 | val_loss: 0.0311752 | Time: 7303.52 ms [2022-04-20 21:57:54 main:574] : INFO : Epoch 1658 | loss: 0.0311563 | val_loss: 0.0311697 | Time: 7177.66 ms [2022-04-20 21:58:01 main:574] : INFO : Epoch 1659 | loss: 0.031156 | val_loss: 0.0311749 | Time: 7384.99 ms [2022-04-20 21:58:09 main:574] : INFO : Epoch 1660 | loss: 0.0311576 | val_loss: 0.0311729 | Time: 7255.46 ms [2022-04-20 21:58:16 main:574] : INFO : Epoch 1661 | loss: 0.0311568 | val_loss: 0.0311764 | Time: 6980.44 ms [2022-04-20 21:58:23 main:574] : INFO : Epoch 1662 | loss: 0.0311552 | val_loss: 0.0311726 | Time: 7537.18 ms [2022-04-20 21:58:31 main:574] : INFO : Epoch 1663 | loss: 0.031156 | val_loss: 0.0311749 | Time: 7337.07 ms [2022-04-20 21:58:38 main:574] : INFO : Epoch 1664 | loss: 0.0311558 | val_loss: 0.0311731 | Time: 7216.73 ms [2022-04-20 21:58:45 main:574] : INFO : Epoch 1665 | loss: 0.0311567 | val_loss: 0.031175 | Time: 7425.61 ms [2022-04-20 21:58:52 main:574] : INFO : Epoch 1666 | loss: 0.0311551 | val_loss: 0.0311752 | Time: 7077.71 ms [2022-04-20 21:59:00 main:574] : INFO : Epoch 1667 | loss: 0.0311563 | val_loss: 0.0311714 | Time: 7334.66 ms [2022-04-20 21:59:07 main:574] : INFO : Epoch 1668 | loss: 0.0311598 | val_loss: 0.0311742 | Time: 7562.17 ms [2022-04-20 21:59:15 main:574] : INFO : Epoch 1669 | loss: 0.0311607 | val_loss: 0.0311828 | Time: 7350.91 ms [2022-04-20 21:59:22 main:574] : INFO : Epoch 1670 | loss: 0.0311608 | val_loss: 0.0311705 | Time: 7188.44 ms [2022-04-20 21:59:29 main:574] : INFO : Epoch 1671 | loss: 0.031158 | val_loss: 0.031172 | Time: 7046.47 ms [2022-04-20 21:59:36 main:574] : INFO : Epoch 1672 | loss: 0.0311575 | val_loss: 0.0311731 | Time: 7332.44 ms [2022-04-20 21:59:44 main:574] : INFO : Epoch 1673 | loss: 0.0311586 | val_loss: 0.0311713 | Time: 7390.62 ms [2022-04-20 21:59:51 main:574] : INFO : Epoch 1674 | loss: 0.031158 | val_loss: 0.0311729 | Time: 7176.3 ms [2022-04-20 21:59:58 main:574] : INFO : Epoch 1675 | loss: 0.0311573 | val_loss: 0.0311712 | Time: 7262.79 ms [2022-04-20 22:00:19 main:574] : INFO : Epoch 1676 | loss: 0.0311572 | val_loss: 0.0311743 | Time: 21136 ms [2022-04-20 22:00:27 main:574] : INFO : Epoch 1677 | loss: 0.0311591 | val_loss: 0.0311797 | Time: 7348.93 ms [2022-04-20 22:00:34 main:574] : INFO : Epoch 1678 | loss: 0.0311618 | val_loss: 0.0311762 | Time: 7120.41 ms [2022-04-20 22:00:42 main:574] : INFO : Epoch 1679 | loss: 0.0311585 | val_loss: 0.0311726 | Time: 8050.43 ms [2022-04-20 22:00:49 main:574] : INFO : Epoch 1680 | loss: 0.0311575 | val_loss: 0.0311747 | Time: 7495.57 ms [2022-04-20 22:00:57 main:574] : INFO : Epoch 1681 | loss: 0.0311558 | val_loss: 0.031173 | Time: 7349.62 ms [2022-04-20 22:01:04 main:574] : INFO : Epoch 1682 | loss: 0.031156 | val_loss: 0.0311739 | Time: 7778.95 ms [2022-04-20 22:01:12 main:574] : INFO : Epoch 1683 | loss: 0.0311565 | val_loss: 0.0311737 | Time: 7056.66 ms [2022-04-20 22:01:19 main:574] : INFO : Epoch 1684 | loss: 0.0311556 | val_loss: 0.0311734 | Time: 7535.68 ms [2022-04-20 22:01:27 main:574] : INFO : Epoch 1685 | loss: 0.0311558 | val_loss: 0.0311739 | Time: 7557.48 ms [2022-04-20 22:01:34 main:574] : INFO : Epoch 1686 | loss: 0.031155 | val_loss: 0.0311746 | Time: 7293.62 ms [2022-04-20 22:01:42 main:574] : INFO : Epoch 1687 | loss: 0.0311566 | val_loss: 0.031175 | Time: 8383.08 ms [2022-04-20 22:01:50 main:574] : INFO : Epoch 1688 | loss: 0.0311581 | val_loss: 0.0311759 | Time: 7500.92 ms [2022-04-20 22:01:57 main:574] : INFO : Epoch 1689 | loss: 0.0311584 | val_loss: 0.0311756 | Time: 7067.21 ms [2022-04-20 22:02:04 main:574] : INFO : Epoch 1690 | loss: 0.0311579 | val_loss: 0.0311737 | Time: 7482.63 ms [2022-04-20 22:02:12 main:574] : INFO : Epoch 1691 | loss: 0.0311571 | val_loss: 0.031179 | Time: 7537.55 ms [2022-04-20 22:02:20 main:574] : INFO : Epoch 1692 | loss: 0.0311589 | val_loss: 0.0311741 | Time: 7938.4 ms [2022-04-20 22:02:28 main:574] : INFO : Epoch 1693 | loss: 0.031159 | val_loss: 0.0311763 | Time: 7929.6 ms [2022-04-20 22:02:35 main:574] : INFO : Epoch 1694 | loss: 0.0311575 | val_loss: 0.031173 | Time: 7475.54 ms [2022-04-20 22:02:43 main:574] : INFO : Epoch 1695 | loss: 0.0311589 | val_loss: 0.0311732 | Time: 7739.91 ms [2022-04-20 22:02:50 main:574] : INFO : Epoch 1696 | loss: 0.0311608 | val_loss: 0.0311711 | Time: 7266.05 ms [2022-04-20 22:02:58 main:574] : INFO : Epoch 1697 | loss: 0.0311594 | val_loss: 0.0311736 | Time: 7238.41 ms [2022-04-20 22:03:05 main:574] : INFO : Epoch 1698 | loss: 0.03116 | val_loss: 0.0311733 | Time: 7588.41 ms [2022-04-20 22:03:13 main:574] : INFO : Epoch 1699 | loss: 0.0311591 | val_loss: 0.0311711 | Time: 7517.36 ms [2022-04-20 22:03:20 main:574] : INFO : Epoch 1700 | loss: 0.0311583 | val_loss: 0.0311734 | Time: 7039.11 ms [2022-04-20 22:03:28 main:574] : INFO : Epoch 1701 | loss: 0.0311579 | val_loss: 0.0311752 | Time: 7999.47 ms [2022-04-20 22:03:35 main:574] : INFO : Epoch 1702 | loss: 0.031157 | val_loss: 0.0311715 | Time: 7295.2 ms [2022-04-20 22:03:44 main:574] : INFO : Epoch 1703 | loss: 0.0311568 | val_loss: 0.0311715 | Time: 8438.93 ms [2022-04-20 22:03:51 main:574] : INFO : Epoch 1704 | loss: 0.031158 | val_loss: 0.0311732 | Time: 7275.5 ms [2022-04-20 22:03:58 main:574] : INFO : Epoch 1705 | loss: 0.0311555 | val_loss: 0.0311704 | Time: 7178.52 ms [2022-04-20 22:04:06 main:574] : INFO : Epoch 1706 | loss: 0.0311559 | val_loss: 0.0311727 | Time: 7736.69 ms [2022-04-20 22:04:14 main:574] : INFO : Epoch 1707 | loss: 0.0311576 | val_loss: 0.0311713 | Time: 7631.17 ms [2022-04-20 22:04:21 main:574] : INFO : Epoch 1708 | loss: 0.0311589 | val_loss: 0.0311729 | Time: 7266.16 ms [2022-04-20 22:04:28 main:574] : INFO : Epoch 1709 | loss: 0.0311566 | val_loss: 0.0311701 | Time: 7215.38 ms [2022-04-20 22:04:36 main:574] : INFO : Epoch 1710 | loss: 0.0311563 | val_loss: 0.0311693 | Time: 7420.13 ms [2022-04-20 22:04:43 main:574] : INFO : Epoch 1711 | loss: 0.031156 | val_loss: 0.0311699 | Time: 7591.67 ms [2022-04-20 22:04:50 main:574] : INFO : Epoch 1712 | loss: 0.0311557 | val_loss: 0.031173 | Time: 7053.42 ms [2022-04-20 22:04:57 main:574] : INFO : Epoch 1713 | loss: 0.0311558 | val_loss: 0.0311728 | Time: 7161.91 ms [2022-04-20 22:05:05 main:574] : INFO : Epoch 1714 | loss: 0.0311541 | val_loss: 0.0311707 | Time: 7490.87 ms [2022-04-20 22:05:12 main:574] : INFO : Epoch 1715 | loss: 0.0311548 | val_loss: 0.0311691 | Time: 7354.06 ms [2022-04-20 22:05:20 main:574] : INFO : Epoch 1716 | loss: 0.0311552 | val_loss: 0.0311753 | Time: 7358.42 ms [2022-04-20 22:05:27 main:574] : INFO : Epoch 1717 | loss: 0.0311554 | val_loss: 0.0311698 | Time: 7185.32 ms [2022-04-20 22:05:34 main:574] : INFO : Epoch 1718 | loss: 0.0311542 | val_loss: 0.031172 | Time: 7346.9 ms [2022-04-20 22:05:42 main:574] : INFO : Epoch 1719 | loss: 0.0311561 | val_loss: 0.0311727 | Time: 7405.55 ms [2022-04-20 22:05:49 main:574] : INFO : Epoch 1720 | loss: 0.0311553 | val_loss: 0.0311716 | Time: 7197.13 ms [2022-04-20 22:05:56 main:574] : INFO : Epoch 1721 | loss: 0.0311534 | val_loss: 0.0311736 | Time: 7184.28 ms [2022-04-20 22:06:04 main:574] : INFO : Epoch 1722 | loss: 0.0311566 | val_loss: 0.0311701 | Time: 7448.37 ms [2022-04-20 22:06:11 main:574] : INFO : Epoch 1723 | loss: 0.0311544 | val_loss: 0.031174 | Time: 7277.07 ms [2022-04-20 22:06:18 main:574] : INFO : Epoch 1724 | loss: 0.0311539 | val_loss: 0.0311693 | Time: 7527.96 ms [2022-04-20 22:06:26 main:574] : INFO : Epoch 1725 | loss: 0.0311537 | val_loss: 0.03117 | Time: 7517.65 ms [2022-04-20 22:06:33 main:574] : INFO : Epoch 1726 | loss: 0.0311546 | val_loss: 0.0311708 | Time: 7264.49 ms [2022-04-20 22:06:40 main:574] : INFO : Epoch 1727 | loss: 0.0311546 | val_loss: 0.0311687 | Time: 7310.48 ms [2022-04-20 22:06:48 main:574] : INFO : Epoch 1728 | loss: 0.0311565 | val_loss: 0.0311696 | Time: 7304.64 ms [2022-04-20 22:06:55 main:574] : INFO : Epoch 1729 | loss: 0.0311566 | val_loss: 0.0311743 | Time: 7442.14 ms [2022-04-20 22:07:03 main:574] : INFO : Epoch 1730 | loss: 0.0311558 | val_loss: 0.0311717 | Time: 7460.12 ms [2022-04-20 22:07:10 main:574] : INFO : Epoch 1731 | loss: 0.0311546 | val_loss: 0.0311724 | Time: 7232.37 ms [2022-04-20 22:07:17 main:574] : INFO : Epoch 1732 | loss: 0.0311553 | val_loss: 0.0311736 | Time: 7045.01 ms [2022-04-20 22:07:24 main:574] : INFO : Epoch 1733 | loss: 0.0311558 | val_loss: 0.0311704 | Time: 7356.44 ms [2022-04-20 22:07:32 main:574] : INFO : Epoch 1734 | loss: 0.0311556 | val_loss: 0.03117 | Time: 7157.02 ms [2022-04-20 22:07:39 main:574] : INFO : Epoch 1735 | loss: 0.031156 | val_loss: 0.03117 | Time: 7384.23 ms [2022-04-20 22:07:46 main:574] : INFO : Epoch 1736 | loss: 0.0311564 | val_loss: 0.0311719 | Time: 7281.42 ms [2022-04-20 22:07:53 main:574] : INFO : Epoch 1737 | loss: 0.031158 | val_loss: 0.0311718 | Time: 7091.54 ms [2022-04-20 22:08:01 main:574] : INFO : Epoch 1738 | loss: 0.0311575 | val_loss: 0.0311708 | Time: 7400.94 ms [2022-04-20 22:08:08 main:574] : INFO : Epoch 1739 | loss: 0.0311556 | val_loss: 0.0311698 | Time: 7354.02 ms [2022-04-20 22:08:15 main:574] : INFO : Epoch 1740 | loss: 0.0311571 | val_loss: 0.0311698 | Time: 7245.82 ms [2022-04-20 22:08:23 main:574] : INFO : Epoch 1741 | loss: 0.031157 | val_loss: 0.0311714 | Time: 7536.12 ms [2022-04-20 22:08:31 main:574] : INFO : Epoch 1742 | loss: 0.0311554 | val_loss: 0.0311705 | Time: 7606.07 ms [2022-04-20 22:08:38 main:574] : INFO : Epoch 1743 | loss: 0.0311582 | val_loss: 0.031171 | Time: 7551.54 ms [2022-04-20 22:08:46 main:574] : INFO : Epoch 1744 | loss: 0.0311601 | val_loss: 0.0311715 | Time: 7624.54 ms [2022-04-20 22:08:53 main:574] : INFO : Epoch 1745 | loss: 0.0311612 | val_loss: 0.0311705 | Time: 7315.32 ms [2022-04-20 22:09:02 main:574] : INFO : Epoch 1746 | loss: 0.0311595 | val_loss: 0.0311766 | Time: 9142.65 ms [2022-04-20 22:09:15 main:574] : INFO : Epoch 1747 | loss: 0.0311584 | val_loss: 0.0311704 | Time: 12757.8 ms [2022-04-20 22:09:34 main:574] : INFO : Epoch 1748 | loss: 0.0311569 | val_loss: 0.0311756 | Time: 18905.2 ms [2022-04-20 22:09:41 main:574] : INFO : Epoch 1749 | loss: 0.0311576 | val_loss: 0.0311743 | Time: 7373.88 ms [2022-04-20 22:09:49 main:574] : INFO : Epoch 1750 | loss: 0.0311582 | val_loss: 0.0311779 | Time: 7299.4 ms [2022-04-20 22:09:56 main:574] : INFO : Epoch 1751 | loss: 0.0311592 | val_loss: 0.0311718 | Time: 7344.88 ms [2022-04-20 22:10:04 main:574] : INFO : Epoch 1752 | loss: 0.031157 | val_loss: 0.0311737 | Time: 7899.26 ms [2022-04-20 22:10:11 main:574] : INFO : Epoch 1753 | loss: 0.0311541 | val_loss: 0.0311713 | Time: 7156.09 ms [2022-04-20 22:10:19 main:574] : INFO : Epoch 1754 | loss: 0.0311542 | val_loss: 0.0311788 | Time: 7321.52 ms [2022-04-20 22:10:26 main:574] : INFO : Epoch 1755 | loss: 0.0311552 | val_loss: 0.0311713 | Time: 7199.75 ms [2022-04-20 22:10:33 main:574] : INFO : Epoch 1756 | loss: 0.031153 | val_loss: 0.0311729 | Time: 7076.7 ms [2022-04-20 22:10:40 main:574] : INFO : Epoch 1757 | loss: 0.0311521 | val_loss: 0.0311691 | Time: 7335.39 ms [2022-04-20 22:10:47 main:574] : INFO : Epoch 1758 | loss: 0.0311524 | val_loss: 0.0311687 | Time: 7237.5 ms [2022-04-20 22:10:55 main:574] : INFO : Epoch 1759 | loss: 0.0311527 | val_loss: 0.0311706 | Time: 7182.71 ms [2022-04-20 22:11:02 main:574] : INFO : Epoch 1760 | loss: 0.0311524 | val_loss: 0.031171 | Time: 7375.84 ms [2022-04-20 22:11:09 main:574] : INFO : Epoch 1761 | loss: 0.0311531 | val_loss: 0.0311829 | Time: 7015.11 ms [2022-04-20 22:11:16 main:574] : INFO : Epoch 1762 | loss: 0.0311544 | val_loss: 0.031171 | Time: 7424.13 ms [2022-04-20 22:11:23 main:574] : INFO : Epoch 1763 | loss: 0.0311526 | val_loss: 0.0311706 | Time: 6882.05 ms [2022-04-20 22:11:31 main:574] : INFO : Epoch 1764 | loss: 0.0311518 | val_loss: 0.0311744 | Time: 7220.31 ms [2022-04-20 22:11:38 main:574] : INFO : Epoch 1765 | loss: 0.0311533 | val_loss: 0.0311709 | Time: 7035.25 ms [2022-04-20 22:11:45 main:574] : INFO : Epoch 1766 | loss: 0.0311531 | val_loss: 0.0311712 | Time: 7596.51 ms [2022-04-20 22:11:52 main:574] : INFO : Epoch 1767 | loss: 0.0311521 | val_loss: 0.0311727 | Time: 7272.04 ms [2022-04-20 22:12:00 main:574] : INFO : Epoch 1768 | loss: 0.031152 | val_loss: 0.0311709 | Time: 7966.8 ms [2022-04-20 22:12:08 main:574] : INFO : Epoch 1769 | loss: 0.0311503 | val_loss: 0.0311759 | Time: 7139.46 ms [2022-04-20 22:12:15 main:574] : INFO : Epoch 1770 | loss: 0.0311516 | val_loss: 0.0311712 | Time: 7007.65 ms [2022-04-20 22:12:22 main:574] : INFO : Epoch 1771 | loss: 0.031152 | val_loss: 0.0311749 | Time: 7238.41 ms [2022-04-20 22:12:29 main:574] : INFO : Epoch 1772 | loss: 0.0311514 | val_loss: 0.0311716 | Time: 6989.53 ms [2022-04-20 22:12:36 main:574] : INFO : Epoch 1773 | loss: 0.0311493 | val_loss: 0.0311772 | Time: 7038.35 ms [2022-04-20 22:12:43 main:574] : INFO : Epoch 1774 | loss: 0.0311526 | val_loss: 0.031176 | Time: 7341.29 ms [2022-04-20 22:12:51 main:574] : INFO : Epoch 1775 | loss: 0.0311519 | val_loss: 0.0311767 | Time: 7580.17 ms [2022-04-20 22:12:58 main:574] : INFO : Epoch 1776 | loss: 0.0311509 | val_loss: 0.0311703 | Time: 6992.8 ms [2022-04-20 22:13:05 main:574] : INFO : Epoch 1777 | loss: 0.0311508 | val_loss: 0.0311775 | Time: 7047.21 ms [2022-04-20 22:13:12 main:574] : INFO : Epoch 1778 | loss: 0.031152 | val_loss: 0.0311724 | Time: 6846 ms [2022-04-20 22:13:19 main:574] : INFO : Epoch 1779 | loss: 0.0311514 | val_loss: 0.03117 | Time: 7255.69 ms [2022-04-20 22:13:26 main:574] : INFO : Epoch 1780 | loss: 0.0311509 | val_loss: 0.0311712 | Time: 7354.27 ms [2022-04-20 22:13:33 main:574] : INFO : Epoch 1781 | loss: 0.0311496 | val_loss: 0.0311703 | Time: 6969.07 ms [2022-04-20 22:13:40 main:574] : INFO : Epoch 1782 | loss: 0.0311498 | val_loss: 0.0311741 | Time: 7152.71 ms [2022-04-20 22:13:48 main:574] : INFO : Epoch 1783 | loss: 0.0311506 | val_loss: 0.031173 | Time: 7328.79 ms [2022-04-20 22:13:55 main:574] : INFO : Epoch 1784 | loss: 0.0311508 | val_loss: 0.0311699 | Time: 7118.19 ms [2022-04-20 22:14:02 main:574] : INFO : Epoch 1785 | loss: 0.031151 | val_loss: 0.0311745 | Time: 7105.73 ms [2022-04-20 22:14:10 main:574] : INFO : Epoch 1786 | loss: 0.0311541 | val_loss: 0.0311709 | Time: 7499.99 ms [2022-04-20 22:14:16 main:574] : INFO : Epoch 1787 | loss: 0.0311538 | val_loss: 0.0311726 | Time: 6848.87 ms [2022-04-20 22:14:24 main:574] : INFO : Epoch 1788 | loss: 0.0311579 | val_loss: 0.0311748 | Time: 7279.34 ms [2022-04-20 22:14:31 main:574] : INFO : Epoch 1789 | loss: 0.0311576 | val_loss: 0.0311727 | Time: 6995.03 ms [2022-04-20 22:14:38 main:574] : INFO : Epoch 1790 | loss: 0.0311557 | val_loss: 0.0311693 | Time: 7316.61 ms [2022-04-20 22:14:45 main:574] : INFO : Epoch 1791 | loss: 0.0311528 | val_loss: 0.0311721 | Time: 6897.22 ms [2022-04-20 22:14:52 main:574] : INFO : Epoch 1792 | loss: 0.0311531 | val_loss: 0.0311744 | Time: 6974.13 ms [2022-04-20 22:14:59 main:574] : INFO : Epoch 1793 | loss: 0.0311585 | val_loss: 0.031173 | Time: 7196.84 ms [2022-04-20 22:15:06 main:574] : INFO : Epoch 1794 | loss: 0.031159 | val_loss: 0.0311733 | Time: 7048.4 ms [2022-04-20 22:15:13 main:574] : INFO : Epoch 1795 | loss: 0.0311567 | val_loss: 0.0311723 | Time: 7213.71 ms [2022-04-20 22:15:20 main:574] : INFO : Epoch 1796 | loss: 0.0311584 | val_loss: 0.031182 | Time: 6867.49 ms [2022-04-20 22:15:27 main:574] : INFO : Epoch 1797 | loss: 0.0311954 | val_loss: 0.0315564 | Time: 7025.23 ms [2022-04-20 22:15:34 main:574] : INFO : Epoch 1798 | loss: 0.0357745 | val_loss: 0.0327173 | Time: 6952.03 ms [2022-04-20 22:15:42 main:574] : INFO : Epoch 1799 | loss: 0.0627428 | val_loss: 0.0384008 | Time: 7647.26 ms [2022-04-20 22:15:49 main:574] : INFO : Epoch 1800 | loss: 0.0372209 | val_loss: 0.0334852 | Time: 7171.64 ms [2022-04-20 22:15:56 main:574] : INFO : Epoch 1801 | loss: 0.0323623 | val_loss: 0.0316686 | Time: 6808.28 ms [2022-04-20 22:16:03 main:574] : INFO : Epoch 1802 | loss: 0.0313914 | val_loss: 0.0313247 | Time: 7046.46 ms [2022-04-20 22:16:10 main:574] : INFO : Epoch 1803 | loss: 0.0312831 | val_loss: 0.0312668 | Time: 7176.35 ms [2022-04-20 22:16:18 main:574] : INFO : Epoch 1804 | loss: 0.0312575 | val_loss: 0.0312511 | Time: 7204.55 ms [2022-04-20 22:16:24 main:574] : INFO : Epoch 1805 | loss: 0.0312522 | val_loss: 0.0312499 | Time: 6770.17 ms [2022-04-20 22:16:31 main:574] : INFO : Epoch 1806 | loss: 0.0312501 | val_loss: 0.0312484 | Time: 6628.64 ms [2022-04-20 22:16:38 main:574] : INFO : Epoch 1807 | loss: 0.0312485 | val_loss: 0.0312465 | Time: 6943.16 ms [2022-04-20 22:16:45 main:574] : INFO : Epoch 1808 | loss: 0.0312471 | val_loss: 0.0312454 | Time: 7094.1 ms [2022-04-20 22:16:52 main:574] : INFO : Epoch 1809 | loss: 0.031246 | val_loss: 0.0312441 | Time: 7146.26 ms [2022-04-20 22:16:59 main:574] : INFO : Epoch 1810 | loss: 0.0312448 | val_loss: 0.0312435 | Time: 6986.1 ms [2022-04-20 22:17:06 main:574] : INFO : Epoch 1811 | loss: 0.031244 | val_loss: 0.031242 | Time: 6733.77 ms [2022-04-20 22:17:13 main:574] : INFO : Epoch 1812 | loss: 0.0312428 | val_loss: 0.0312407 | Time: 7006.25 ms [2022-04-20 22:17:20 main:574] : INFO : Epoch 1813 | loss: 0.0312418 | val_loss: 0.0312396 | Time: 7045.69 ms [2022-04-20 22:17:26 main:574] : INFO : Epoch 1814 | loss: 0.0312409 | val_loss: 0.0312386 | Time: 6485.03 ms [2022-04-20 22:17:34 main:574] : INFO : Epoch 1815 | loss: 0.03124 | val_loss: 0.0312381 | Time: 7059.65 ms [2022-04-20 22:17:41 main:574] : INFO : Epoch 1816 | loss: 0.0312393 | val_loss: 0.0312372 | Time: 7285.98 ms [2022-04-20 22:17:48 main:574] : INFO : Epoch 1817 | loss: 0.0312386 | val_loss: 0.0312364 | Time: 7072.19 ms [2022-04-20 22:17:55 main:574] : INFO : Epoch 1818 | loss: 0.0312383 | val_loss: 0.0312357 | Time: 7116.83 ms [2022-04-20 22:18:02 main:574] : INFO : Epoch 1819 | loss: 0.0312375 | val_loss: 0.0312354 | Time: 6844.48 ms [2022-04-20 22:18:09 main:574] : INFO : Epoch 1820 | loss: 0.0312367 | val_loss: 0.0312345 | Time: 7109.43 ms [2022-04-20 22:18:16 main:574] : INFO : Epoch 1821 | loss: 0.031236 | val_loss: 0.0312337 | Time: 6921.68 ms [2022-04-20 22:18:23 main:574] : INFO : Epoch 1822 | loss: 0.0312355 | val_loss: 0.0312331 | Time: 7440.16 ms [2022-04-20 22:18:31 main:574] : INFO : Epoch 1823 | loss: 0.0312349 | val_loss: 0.0312324 | Time: 7250.05 ms [2022-04-20 22:18:38 main:574] : INFO : Epoch 1824 | loss: 0.0312348 | val_loss: 0.0312327 | Time: 6818.66 ms [2022-04-20 22:18:45 main:574] : INFO : Epoch 1825 | loss: 0.031234 | val_loss: 0.0312317 | Time: 7082.99 ms [2022-04-20 22:18:52 main:574] : INFO : Epoch 1826 | loss: 0.0312338 | val_loss: 0.0312316 | Time: 7074.25 ms [2022-04-20 22:18:59 main:574] : INFO : Epoch 1827 | loss: 0.0312335 | val_loss: 0.0312309 | Time: 6941.34 ms [2022-04-20 22:19:06 main:574] : INFO : Epoch 1828 | loss: 0.0312331 | val_loss: 0.0312312 | Time: 7059.92 ms [2022-04-20 22:19:13 main:574] : INFO : Epoch 1829 | loss: 0.0312332 | val_loss: 0.0312301 | Time: 6908.21 ms [2022-04-20 22:19:20 main:574] : INFO : Epoch 1830 | loss: 0.0312324 | val_loss: 0.0312297 | Time: 6967.26 ms [2022-04-20 22:19:27 main:574] : INFO : Epoch 1831 | loss: 0.0312318 | val_loss: 0.0312299 | Time: 7117.19 ms [2022-04-20 22:19:34 main:574] : INFO : Epoch 1832 | loss: 0.0312317 | val_loss: 0.0312294 | Time: 6868.25 ms [2022-04-20 22:19:41 main:574] : INFO : Epoch 1833 | loss: 0.0312313 | val_loss: 0.031229 | Time: 7352.59 ms [2022-04-20 22:19:48 main:574] : INFO : Epoch 1834 | loss: 0.031231 | val_loss: 0.031229 | Time: 6634.63 ms [2022-04-20 22:19:55 main:574] : INFO : Epoch 1835 | loss: 0.0312308 | val_loss: 0.0312288 | Time: 6874.25 ms [2022-04-20 22:20:02 main:574] : INFO : Epoch 1836 | loss: 0.031231 | val_loss: 0.0312285 | Time: 6909.65 ms [2022-04-20 22:20:08 main:574] : INFO : Epoch 1837 | loss: 0.031231 | val_loss: 0.0312281 | Time: 6779.28 ms [2022-04-20 22:20:15 main:574] : INFO : Epoch 1838 | loss: 0.0312303 | val_loss: 0.0312285 | Time: 6818.53 ms [2022-04-20 22:20:22 main:574] : INFO : Epoch 1839 | loss: 0.0312306 | val_loss: 0.0312286 | Time: 7054.71 ms [2022-04-20 22:20:29 main:574] : INFO : Epoch 1840 | loss: 0.0312303 | val_loss: 0.0312275 | Time: 6870.14 ms [2022-04-20 22:20:36 main:574] : INFO : Epoch 1841 | loss: 0.0312303 | val_loss: 0.0312277 | Time: 6929.19 ms [2022-04-20 22:20:43 main:574] : INFO : Epoch 1842 | loss: 0.0312301 | val_loss: 0.0312277 | Time: 6951.99 ms [2022-04-20 22:20:50 main:574] : INFO : Epoch 1843 | loss: 0.0312299 | val_loss: 0.0312269 | Time: 6931.85 ms [2022-04-20 22:20:57 main:574] : INFO : Epoch 1844 | loss: 0.0312291 | val_loss: 0.0312267 | Time: 7031.22 ms [2022-04-20 22:21:04 main:574] : INFO : Epoch 1845 | loss: 0.0312292 | val_loss: 0.0312272 | Time: 6764.82 ms [2022-04-20 22:21:11 main:574] : INFO : Epoch 1846 | loss: 0.0312291 | val_loss: 0.0312265 | Time: 7261.61 ms [2022-04-20 22:21:18 main:574] : INFO : Epoch 1847 | loss: 0.0312287 | val_loss: 0.0312266 | Time: 6678.87 ms [2022-04-20 22:21:25 main:574] : INFO : Epoch 1848 | loss: 0.0312288 | val_loss: 0.0312269 | Time: 7031.41 ms [2022-04-20 22:21:32 main:574] : INFO : Epoch 1849 | loss: 0.0312289 | val_loss: 0.0312264 | Time: 6942.9 ms [2022-04-20 22:21:39 main:574] : INFO : Epoch 1850 | loss: 0.0312287 | val_loss: 0.0312263 | Time: 6806.55 ms [2022-04-20 22:21:46 main:574] : INFO : Epoch 1851 | loss: 0.031229 | val_loss: 0.031227 | Time: 7220.52 ms [2022-04-20 22:21:53 main:574] : INFO : Epoch 1852 | loss: 0.0312287 | val_loss: 0.0312263 | Time: 7000.4 ms [2022-04-20 22:22:00 main:574] : INFO : Epoch 1853 | loss: 0.0312282 | val_loss: 0.0312252 | Time: 6951.68 ms [2022-04-20 22:22:07 main:574] : INFO : Epoch 1854 | loss: 0.0312281 | val_loss: 0.0312263 | Time: 6826.85 ms [2022-04-20 22:22:13 main:574] : INFO : Epoch 1855 | loss: 0.0312277 | val_loss: 0.0312253 | Time: 6666.74 ms [2022-04-20 22:22:20 main:574] : INFO : Epoch 1856 | loss: 0.0312277 | val_loss: 0.0312249 | Time: 7063.76 ms [2022-04-20 22:22:27 main:574] : INFO : Epoch 1857 | loss: 0.031227 | val_loss: 0.0312236 | Time: 6901.47 ms [2022-04-20 22:22:34 main:574] : INFO : Epoch 1858 | loss: 0.0312262 | val_loss: 0.0312235 | Time: 6974.17 ms [2022-04-20 22:22:41 main:574] : INFO : Epoch 1859 | loss: 0.0312254 | val_loss: 0.0312224 | Time: 7174.44 ms [2022-04-20 22:22:48 main:574] : INFO : Epoch 1860 | loss: 0.0312246 | val_loss: 0.0312217 | Time: 6793.56 ms [2022-04-20 22:22:55 main:574] : INFO : Epoch 1861 | loss: 0.0312241 | val_loss: 0.0312208 | Time: 7124.37 ms [2022-04-20 22:23:02 main:574] : INFO : Epoch 1862 | loss: 0.0312229 | val_loss: 0.0312195 | Time: 7068.03 ms [2022-04-20 22:23:09 main:574] : INFO : Epoch 1863 | loss: 0.0312222 | val_loss: 0.031219 | Time: 6678.79 ms [2022-04-20 22:23:16 main:574] : INFO : Epoch 1864 | loss: 0.0312212 | val_loss: 0.0312174 | Time: 6986.23 ms [2022-04-20 22:23:23 main:574] : INFO : Epoch 1865 | loss: 0.0312196 | val_loss: 0.0312171 | Time: 7128.49 ms [2022-04-20 22:23:30 main:574] : INFO : Epoch 1866 | loss: 0.0312187 | val_loss: 0.0312158 | Time: 7106.29 ms [2022-04-20 22:23:38 main:574] : INFO : Epoch 1867 | loss: 0.0312174 | val_loss: 0.0312142 | Time: 7246.15 ms [2022-04-20 22:23:45 main:574] : INFO : Epoch 1868 | loss: 0.031218 | val_loss: 0.0312172 | Time: 7228.4 ms [2022-04-20 22:23:52 main:574] : INFO : Epoch 1869 | loss: 0.0312165 | val_loss: 0.0312124 | Time: 7408.6 ms [2022-04-20 22:23:59 main:574] : INFO : Epoch 1870 | loss: 0.0312139 | val_loss: 0.0312102 | Time: 6936.16 ms [2022-04-20 22:24:06 main:574] : INFO : Epoch 1871 | loss: 0.0312119 | val_loss: 0.0312086 | Time: 7134.17 ms [2022-04-20 22:24:14 main:574] : INFO : Epoch 1872 | loss: 0.0312115 | val_loss: 0.0312077 | Time: 7216.16 ms [2022-04-20 22:24:20 main:574] : INFO : Epoch 1873 | loss: 0.0312094 | val_loss: 0.0312062 | Time: 6710.16 ms [2022-04-20 22:24:28 main:574] : INFO : Epoch 1874 | loss: 0.031208 | val_loss: 0.0312055 | Time: 7191.33 ms [2022-04-20 22:24:35 main:574] : INFO : Epoch 1875 | loss: 0.0312072 | val_loss: 0.0312044 | Time: 7259.54 ms [2022-04-20 22:24:43 main:574] : INFO : Epoch 1876 | loss: 0.0312069 | val_loss: 0.0312029 | Time: 7699.03 ms [2022-04-20 22:24:50 main:574] : INFO : Epoch 1877 | loss: 0.0312058 | val_loss: 0.0312025 | Time: 7138.76 ms [2022-04-20 22:24:57 main:574] : INFO : Epoch 1878 | loss: 0.0312047 | val_loss: 0.0312036 | Time: 6889.15 ms [2022-04-20 22:25:04 main:574] : INFO : Epoch 1879 | loss: 0.031205 | val_loss: 0.0312007 | Time: 7119.07 ms [2022-04-20 22:25:11 main:574] : INFO : Epoch 1880 | loss: 0.0312033 | val_loss: 0.0311999 | Time: 7342.83 ms [2022-04-20 22:25:18 main:574] : INFO : Epoch 1881 | loss: 0.0312029 | val_loss: 0.0311992 | Time: 7129.92 ms [2022-04-20 22:25:25 main:574] : INFO : Epoch 1882 | loss: 0.0312021 | val_loss: 0.0312021 | Time: 7045.15 ms [2022-04-20 22:25:32 main:574] : INFO : Epoch 1883 | loss: 0.031203 | val_loss: 0.0312005 | Time: 7034.35 ms [2022-04-20 22:25:40 main:574] : INFO : Epoch 1884 | loss: 0.0312024 | val_loss: 0.0311979 | Time: 7455.54 ms [2022-04-20 22:25:47 main:574] : INFO : Epoch 1885 | loss: 0.0312018 | val_loss: 0.0312003 | Time: 7532.29 ms [2022-04-20 22:25:55 main:574] : INFO : Epoch 1886 | loss: 0.0312039 | val_loss: 0.0311971 | Time: 7224.69 ms [2022-04-20 22:26:02 main:574] : INFO : Epoch 1887 | loss: 0.0312006 | val_loss: 0.0311963 | Time: 7614.5 ms [2022-04-20 22:26:09 main:574] : INFO : Epoch 1888 | loss: 0.0312001 | val_loss: 0.031196 | Time: 6890.7 ms [2022-04-20 22:26:17 main:574] : INFO : Epoch 1889 | loss: 0.0311996 | val_loss: 0.0311958 | Time: 7724.97 ms [2022-04-20 22:26:24 main:574] : INFO : Epoch 1890 | loss: 0.0311992 | val_loss: 0.0311959 | Time: 6914.89 ms [2022-04-20 22:26:31 main:574] : INFO : Epoch 1891 | loss: 0.0311989 | val_loss: 0.0311955 | Time: 7113.73 ms [2022-04-20 22:26:38 main:574] : INFO : Epoch 1892 | loss: 0.0311983 | val_loss: 0.0311947 | Time: 7108.41 ms [2022-04-20 22:26:45 main:574] : INFO : Epoch 1893 | loss: 0.0311981 | val_loss: 0.0311947 | Time: 6883.17 ms [2022-04-20 22:26:52 main:574] : INFO : Epoch 1894 | loss: 0.0311978 | val_loss: 0.031195 | Time: 7313.83 ms [2022-04-20 22:26:59 main:574] : INFO : Epoch 1895 | loss: 0.0311973 | val_loss: 0.0311953 | Time: 6973.49 ms [2022-04-20 22:27:06 main:574] : INFO : Epoch 1896 | loss: 0.0311975 | val_loss: 0.0311955 | Time: 6806.8 ms [2022-04-20 22:27:13 main:574] : INFO : Epoch 1897 | loss: 0.0311988 | val_loss: 0.0311975 | Time: 7196.73 ms [2022-04-20 22:27:20 main:574] : INFO : Epoch 1898 | loss: 0.0311982 | val_loss: 0.0311943 | Time: 6866.1 ms [2022-04-20 22:27:27 main:574] : INFO : Epoch 1899 | loss: 0.0311974 | val_loss: 0.031194 | Time: 6908.92 ms [2022-04-20 22:27:34 main:574] : INFO : Epoch 1900 | loss: 0.0311982 | val_loss: 0.0311938 | Time: 6903.42 ms [2022-04-20 22:27:41 main:574] : INFO : Epoch 1901 | loss: 0.0311975 | val_loss: 0.0311938 | Time: 6885 ms [2022-04-20 22:27:48 main:574] : INFO : Epoch 1902 | loss: 0.0311967 | val_loss: 0.0311915 | Time: 7180.64 ms [2022-04-20 22:27:55 main:574] : INFO : Epoch 1903 | loss: 0.0311955 | val_loss: 0.0311916 | Time: 6755.55 ms [2022-04-20 22:28:02 main:574] : INFO : Epoch 1904 | loss: 0.0311952 | val_loss: 0.0311912 | Time: 6972.78 ms [2022-04-20 22:28:09 main:574] : INFO : Epoch 1905 | loss: 0.0311954 | val_loss: 0.0311911 | Time: 6941.19 ms [2022-04-20 22:28:15 main:574] : INFO : Epoch 1906 | loss: 0.0311953 | val_loss: 0.0311916 | Time: 6753.55 ms [2022-04-20 22:28:23 main:574] : INFO : Epoch 1907 | loss: 0.0311968 | val_loss: 0.0311921 | Time: 7562.42 ms [2022-04-20 22:28:30 main:574] : INFO : Epoch 1908 | loss: 0.0311963 | val_loss: 0.031191 | Time: 7276.98 ms [2022-04-20 22:28:37 main:574] : INFO : Epoch 1909 | loss: 0.0311956 | val_loss: 0.0311932 | Time: 7172.33 ms [2022-04-20 22:28:45 main:574] : INFO : Epoch 1910 | loss: 0.0311963 | val_loss: 0.0311923 | Time: 7324.12 ms [2022-04-20 22:28:52 main:574] : INFO : Epoch 1911 | loss: 0.0311956 | val_loss: 0.0311911 | Time: 6771.48 ms [2022-04-20 22:28:59 main:574] : INFO : Epoch 1912 | loss: 0.0311948 | val_loss: 0.0311908 | Time: 7037.21 ms [2022-04-20 22:29:06 main:574] : INFO : Epoch 1913 | loss: 0.0311951 | val_loss: 0.0311909 | Time: 6875.79 ms [2022-04-20 22:29:12 main:574] : INFO : Epoch 1914 | loss: 0.0311947 | val_loss: 0.0311905 | Time: 6937.04 ms [2022-04-20 22:29:19 main:574] : INFO : Epoch 1915 | loss: 0.0311945 | val_loss: 0.0311903 | Time: 7019.71 ms [2022-04-20 22:29:26 main:574] : INFO : Epoch 1916 | loss: 0.0311942 | val_loss: 0.0311902 | Time: 6897.42 ms [2022-04-20 22:29:33 main:574] : INFO : Epoch 1917 | loss: 0.0311944 | val_loss: 0.0311903 | Time: 7066.19 ms [2022-04-20 22:29:41 main:574] : INFO : Epoch 1918 | loss: 0.0311949 | val_loss: 0.031191 | Time: 7403.7 ms [2022-04-20 22:29:48 main:574] : INFO : Epoch 1919 | loss: 0.0311954 | val_loss: 0.0311921 | Time: 7192.71 ms [2022-04-20 22:29:55 main:574] : INFO : Epoch 1920 | loss: 0.0311952 | val_loss: 0.0311937 | Time: 7093.92 ms [2022-04-20 22:30:02 main:574] : INFO : Epoch 1921 | loss: 0.0311948 | val_loss: 0.0311934 | Time: 6924.52 ms [2022-04-20 22:30:09 main:574] : INFO : Epoch 1922 | loss: 0.0311956 | val_loss: 0.0311908 | Time: 6988.21 ms [2022-04-20 22:30:16 main:574] : INFO : Epoch 1923 | loss: 0.0311948 | val_loss: 0.0311908 | Time: 6903.03 ms [2022-04-20 22:30:23 main:574] : INFO : Epoch 1924 | loss: 0.0311945 | val_loss: 0.0311911 | Time: 6621.85 ms [2022-04-20 22:30:30 main:574] : INFO : Epoch 1925 | loss: 0.0311947 | val_loss: 0.0311905 | Time: 7227.31 ms [2022-04-20 22:30:37 main:574] : INFO : Epoch 1926 | loss: 0.0311956 | val_loss: 0.0311908 | Time: 7559.22 ms [2022-04-20 22:30:45 main:574] : INFO : Epoch 1927 | loss: 0.0311951 | val_loss: 0.0311924 | Time: 7394.66 ms [2022-04-20 22:30:52 main:574] : INFO : Epoch 1928 | loss: 0.031195 | val_loss: 0.031191 | Time: 6999.51 ms [2022-04-20 22:30:59 main:574] : INFO : Epoch 1929 | loss: 0.0311945 | val_loss: 0.03119 | Time: 6778.98 ms [2022-04-20 22:31:06 main:574] : INFO : Epoch 1930 | loss: 0.0311941 | val_loss: 0.0311919 | Time: 7063.93 ms [2022-04-20 22:31:13 main:574] : INFO : Epoch 1931 | loss: 0.0311947 | val_loss: 0.03119 | Time: 6819.97 ms [2022-04-20 22:31:20 main:574] : INFO : Epoch 1932 | loss: 0.0311946 | val_loss: 0.0311917 | Time: 6972.56 ms [2022-04-20 22:31:27 main:574] : INFO : Epoch 1933 | loss: 0.0311948 | val_loss: 0.0311904 | Time: 7086.89 ms [2022-04-20 22:31:33 main:574] : INFO : Epoch 1934 | loss: 0.0311942 | val_loss: 0.0311907 | Time: 6842.69 ms [2022-04-20 22:31:41 main:574] : INFO : Epoch 1935 | loss: 0.0311947 | val_loss: 0.0311905 | Time: 7644.16 ms [2022-04-20 22:31:48 main:574] : INFO : Epoch 1936 | loss: 0.0311944 | val_loss: 0.031192 | Time: 7175.59 ms [2022-04-20 22:31:55 main:574] : INFO : Epoch 1937 | loss: 0.0311958 | val_loss: 0.0311926 | Time: 6792.18 ms [2022-04-20 22:32:02 main:574] : INFO : Epoch 1938 | loss: 0.0311949 | val_loss: 0.03119 | Time: 7135.54 ms [2022-04-20 22:32:09 main:574] : INFO : Epoch 1939 | loss: 0.031194 | val_loss: 0.03119 | Time: 6607.59 ms [2022-04-20 22:32:16 main:574] : INFO : Epoch 1940 | loss: 0.0311937 | val_loss: 0.0311899 | Time: 6860.41 ms [2022-04-20 22:32:23 main:574] : INFO : Epoch 1941 | loss: 0.0311945 | val_loss: 0.03119 | Time: 7061.75 ms [2022-04-20 22:32:29 main:574] : INFO : Epoch 1942 | loss: 0.0311942 | val_loss: 0.0311903 | Time: 6585.23 ms [2022-04-20 22:32:37 main:574] : INFO : Epoch 1943 | loss: 0.0311941 | val_loss: 0.03119 | Time: 7105.47 ms [2022-04-20 22:32:43 main:574] : INFO : Epoch 1944 | loss: 0.0311942 | val_loss: 0.0311911 | Time: 6869.48 ms [2022-04-20 22:32:50 main:574] : INFO : Epoch 1945 | loss: 0.0311952 | val_loss: 0.0311923 | Time: 6810.43 ms [2022-04-20 22:32:58 main:574] : INFO : Epoch 1946 | loss: 0.0311951 | val_loss: 0.0311926 | Time: 7290.7 ms [2022-04-20 22:33:04 main:574] : INFO : Epoch 1947 | loss: 0.031195 | val_loss: 0.03119 | Time: 6843.83 ms [2022-04-20 22:33:12 main:574] : INFO : Epoch 1948 | loss: 0.0311945 | val_loss: 0.0311903 | Time: 7335.69 ms [2022-04-20 22:33:19 main:574] : INFO : Epoch 1949 | loss: 0.031195 | val_loss: 0.0311934 | Time: 6804.72 ms [2022-04-20 22:33:26 main:574] : INFO : Epoch 1950 | loss: 0.0311961 | val_loss: 0.0311901 | Time: 7309.44 ms [2022-04-20 22:33:33 main:574] : INFO : Epoch 1951 | loss: 0.0311943 | val_loss: 0.0311899 | Time: 7179.79 ms [2022-04-20 22:33:40 main:574] : INFO : Epoch 1952 | loss: 0.0311939 | val_loss: 0.0311903 | Time: 6866.72 ms [2022-04-20 22:33:48 main:574] : INFO : Epoch 1953 | loss: 0.0311958 | val_loss: 0.0311955 | Time: 7714.34 ms [2022-04-20 22:33:54 main:574] : INFO : Epoch 1954 | loss: 0.0311952 | val_loss: 0.0311907 | Time: 6641.16 ms [2022-04-20 22:34:01 main:574] : INFO : Epoch 1955 | loss: 0.0311948 | val_loss: 0.0311943 | Time: 7041.62 ms [2022-04-20 22:34:09 main:574] : INFO : Epoch 1956 | loss: 0.0311951 | val_loss: 0.0311901 | Time: 7139.36 ms [2022-04-20 22:34:15 main:574] : INFO : Epoch 1957 | loss: 0.0311939 | val_loss: 0.0311897 | Time: 6623.42 ms [2022-04-20 22:34:22 main:574] : INFO : Epoch 1958 | loss: 0.0311951 | val_loss: 0.0311912 | Time: 7020.84 ms [2022-04-20 22:34:29 main:574] : INFO : Epoch 1959 | loss: 0.0311942 | val_loss: 0.0311913 | Time: 6931.22 ms [2022-04-20 22:34:36 main:574] : INFO : Epoch 1960 | loss: 0.0311952 | val_loss: 0.0311941 | Time: 6971.21 ms [2022-04-20 22:34:44 main:574] : INFO : Epoch 1961 | loss: 0.0311963 | val_loss: 0.03119 | Time: 7523.62 ms [2022-04-20 22:34:51 main:574] : INFO : Epoch 1962 | loss: 0.0311953 | val_loss: 0.0311907 | Time: 6876.47 ms [2022-04-20 22:34:57 main:574] : INFO : Epoch 1963 | loss: 0.0311941 | val_loss: 0.0311896 | Time: 6880.49 ms [2022-04-20 22:35:05 main:574] : INFO : Epoch 1964 | loss: 0.0311937 | val_loss: 0.0311902 | Time: 7026.96 ms [2022-04-20 22:35:11 main:574] : INFO : Epoch 1965 | loss: 0.0311942 | val_loss: 0.0311911 | Time: 6682.5 ms [2022-04-20 22:35:18 main:574] : INFO : Epoch 1966 | loss: 0.031195 | val_loss: 0.0311923 | Time: 6999.1 ms [2022-04-20 22:35:25 main:574] : INFO : Epoch 1967 | loss: 0.031195 | val_loss: 0.0311897 | Time: 6815.5 ms [2022-04-20 22:35:32 main:574] : INFO : Epoch 1968 | loss: 0.0311943 | val_loss: 0.0311911 | Time: 7107.14 ms [2022-04-20 22:35:39 main:574] : INFO : Epoch 1969 | loss: 0.0311952 | val_loss: 0.0311897 | Time: 6957.01 ms [2022-04-20 22:35:46 main:574] : INFO : Epoch 1970 | loss: 0.0311937 | val_loss: 0.0311896 | Time: 7368.35 ms [2022-04-20 22:35:54 main:574] : INFO : Epoch 1971 | loss: 0.0311939 | val_loss: 0.0311902 | Time: 7516.65 ms [2022-04-20 22:36:01 main:574] : INFO : Epoch 1972 | loss: 0.0311952 | val_loss: 0.0311912 | Time: 6691.29 ms [2022-04-20 22:36:08 main:574] : INFO : Epoch 1973 | loss: 0.031195 | val_loss: 0.0311916 | Time: 7005.02 ms [2022-04-20 22:36:16 main:574] : INFO : Epoch 1974 | loss: 0.0311962 | val_loss: 0.0311951 | Time: 7866.65 ms [2022-04-20 22:36:23 main:574] : INFO : Epoch 1975 | loss: 0.0311947 | val_loss: 0.031191 | Time: 7134.66 ms [2022-04-20 22:36:30 main:574] : INFO : Epoch 1976 | loss: 0.0311948 | val_loss: 0.0311891 | Time: 7296.62 ms [2022-04-20 22:36:37 main:574] : INFO : Epoch 1977 | loss: 0.0311936 | val_loss: 0.0311907 | Time: 6912.74 ms [2022-04-20 22:36:44 main:574] : INFO : Epoch 1978 | loss: 0.0311959 | val_loss: 0.0311934 | Time: 7164.05 ms [2022-04-20 22:36:51 main:574] : INFO : Epoch 1979 | loss: 0.0311957 | val_loss: 0.0311922 | Time: 6945.68 ms [2022-04-20 22:36:58 main:574] : INFO : Epoch 1980 | loss: 0.031195 | val_loss: 0.0311895 | Time: 6866.87 ms [2022-04-20 22:37:05 main:574] : INFO : Epoch 1981 | loss: 0.0311946 | val_loss: 0.0311899 | Time: 7359.14 ms [2022-04-20 22:37:12 main:574] : INFO : Epoch 1982 | loss: 0.0311951 | val_loss: 0.0311911 | Time: 6603.84 ms [2022-04-20 22:37:19 main:574] : INFO : Epoch 1983 | loss: 0.0311965 | val_loss: 0.0311916 | Time: 6986.64 ms [2022-04-20 22:37:26 main:574] : INFO : Epoch 1984 | loss: 0.0311954 | val_loss: 0.0311911 | Time: 7034.36 ms [2022-04-20 22:37:33 main:574] : INFO : Epoch 1985 | loss: 0.0311948 | val_loss: 0.0311893 | Time: 6901.12 ms [2022-04-20 22:37:40 main:574] : INFO : Epoch 1986 | loss: 0.0311945 | val_loss: 0.0311883 | Time: 7397.65 ms [2022-04-20 22:37:48 main:574] : INFO : Epoch 1987 | loss: 0.0311936 | val_loss: 0.0311917 | Time: 7036.59 ms [2022-04-20 22:37:54 main:574] : INFO : Epoch 1988 | loss: 0.031194 | val_loss: 0.0311895 | Time: 6813.13 ms [2022-04-20 22:38:01 main:574] : INFO : Epoch 1989 | loss: 0.0311934 | val_loss: 0.0311895 | Time: 7094.45 ms [2022-04-20 22:38:08 main:574] : INFO : Epoch 1990 | loss: 0.0311935 | val_loss: 0.0311909 | Time: 6706.79 ms [2022-04-20 22:38:15 main:574] : INFO : Epoch 1991 | loss: 0.031194 | val_loss: 0.0311887 | Time: 6954.91 ms [2022-04-20 22:38:22 main:574] : INFO : Epoch 1992 | loss: 0.0311957 | val_loss: 0.0311885 | Time: 7003.3 ms [2022-04-20 22:38:29 main:574] : INFO : Epoch 1993 | loss: 0.031194 | val_loss: 0.0311942 | Time: 7266.85 ms [2022-04-20 22:38:37 main:574] : INFO : Epoch 1994 | loss: 0.0311944 | val_loss: 0.0311881 | Time: 7209.54 ms [2022-04-20 22:38:44 main:574] : INFO : Epoch 1995 | loss: 0.0311932 | val_loss: 0.0311899 | Time: 7147.22 ms [2022-04-20 22:38:51 main:574] : INFO : Epoch 1996 | loss: 0.0311954 | val_loss: 0.0311954 | Time: 7019.82 ms [2022-04-20 22:38:58 main:574] : INFO : Epoch 1997 | loss: 0.0311975 | val_loss: 0.0311967 | Time: 6884.43 ms [2022-04-20 22:39:05 main:574] : INFO : Epoch 1998 | loss: 0.0311969 | val_loss: 0.0311885 | Time: 6819.37 ms [2022-04-20 22:39:12 main:574] : INFO : Epoch 1999 | loss: 0.0311933 | val_loss: 0.0311882 | Time: 7247.52 ms [2022-04-20 22:39:19 main:574] : INFO : Epoch 2000 | loss: 0.0311935 | val_loss: 0.0311946 | Time: 6726.62 ms [2022-04-20 22:39:26 main:574] : INFO : Epoch 2001 | loss: 0.0311944 | val_loss: 0.0311887 | Time: 6983.31 ms [2022-04-20 22:39:33 main:574] : INFO : Epoch 2002 | loss: 0.0311937 | val_loss: 0.031197 | Time: 7034.31 ms [2022-04-20 22:39:40 main:574] : INFO : Epoch 2003 | loss: 0.0311925 | val_loss: 0.0311864 | Time: 7054.89 ms [2022-04-20 22:39:47 main:574] : INFO : Epoch 2004 | loss: 0.0311918 | val_loss: 0.0311866 | Time: 6946.79 ms [2022-04-20 22:39:54 main:574] : INFO : Epoch 2005 | loss: 0.0311926 | val_loss: 0.0311868 | Time: 7031.9 ms [2022-04-20 22:40:01 main:574] : INFO : Epoch 2006 | loss: 0.0311903 | val_loss: 0.0311853 | Time: 6845.58 ms [2022-04-20 22:40:08 main:574] : INFO : Epoch 2007 | loss: 0.0311891 | val_loss: 0.0311836 | Time: 7161.18 ms [2022-04-20 22:40:15 main:574] : INFO : Epoch 2008 | loss: 0.0311892 | val_loss: 0.0311856 | Time: 6793.68 ms [2022-04-20 22:40:22 main:574] : INFO : Epoch 2009 | loss: 0.0311898 | val_loss: 0.0311847 | Time: 7086.37 ms [2022-04-20 22:40:29 main:574] : INFO : Epoch 2010 | loss: 0.0311881 | val_loss: 0.0311837 | Time: 7025 ms [2022-04-20 22:40:35 main:574] : INFO : Epoch 2011 | loss: 0.0311893 | val_loss: 0.0311858 | Time: 6626.13 ms [2022-04-20 22:40:42 main:574] : INFO : Epoch 2012 | loss: 0.0311887 | val_loss: 0.0311834 | Time: 7143.32 ms [2022-04-20 22:40:49 main:574] : INFO : Epoch 2013 | loss: 0.0311876 | val_loss: 0.0311829 | Time: 6690.63 ms [2022-04-20 22:40:56 main:574] : INFO : Epoch 2014 | loss: 0.0311873 | val_loss: 0.0311822 | Time: 6812.33 ms [2022-04-20 22:41:03 main:574] : INFO : Epoch 2015 | loss: 0.0311878 | val_loss: 0.031183 | Time: 7053.67 ms [2022-04-20 22:41:10 main:574] : INFO : Epoch 2016 | loss: 0.0311871 | val_loss: 0.0311825 | Time: 6676.68 ms [2022-04-20 22:41:17 main:574] : INFO : Epoch 2017 | loss: 0.0311865 | val_loss: 0.0311826 | Time: 7209.47 ms [2022-04-20 22:41:24 main:574] : INFO : Epoch 2018 | loss: 0.0311875 | val_loss: 0.0311834 | Time: 6624.34 ms [2022-04-20 22:41:30 main:574] : INFO : Epoch 2019 | loss: 0.0311893 | val_loss: 0.0311833 | Time: 6717.95 ms [2022-04-20 22:41:38 main:574] : INFO : Epoch 2020 | loss: 0.0311867 | val_loss: 0.0311823 | Time: 7229.6 ms [2022-04-20 22:41:44 main:574] : INFO : Epoch 2021 | loss: 0.0311865 | val_loss: 0.0311824 | Time: 6962.47 ms [2022-04-20 22:41:52 main:574] : INFO : Epoch 2022 | loss: 0.0311865 | val_loss: 0.031187 | Time: 7079.68 ms [2022-04-20 22:41:59 main:574] : INFO : Epoch 2023 | loss: 0.0311881 | val_loss: 0.0311831 | Time: 7120.94 ms [2022-04-20 22:42:05 main:574] : INFO : Epoch 2024 | loss: 0.0311858 | val_loss: 0.0311833 | Time: 6646.58 ms [2022-04-20 22:42:13 main:574] : INFO : Epoch 2025 | loss: 0.0311869 | val_loss: 0.0311845 | Time: 7230.15 ms [2022-04-20 22:42:19 main:574] : INFO : Epoch 2026 | loss: 0.0311885 | val_loss: 0.0311816 | Time: 6729.59 ms [2022-04-20 22:42:26 main:574] : INFO : Epoch 2027 | loss: 0.0311862 | val_loss: 0.0311833 | Time: 6729.22 ms [2022-04-20 22:42:33 main:574] : INFO : Epoch 2028 | loss: 0.0311876 | val_loss: 0.031184 | Time: 6976.18 ms [2022-04-20 22:42:40 main:574] : INFO : Epoch 2029 | loss: 0.0311885 | val_loss: 0.0311856 | Time: 6959.95 ms [2022-04-20 22:42:47 main:574] : INFO : Epoch 2030 | loss: 0.0311881 | val_loss: 0.0311817 | Time: 7211.68 ms [2022-04-20 22:42:54 main:574] : INFO : Epoch 2031 | loss: 0.0311869 | val_loss: 0.0311828 | Time: 6942.29 ms [2022-04-20 22:43:01 main:574] : INFO : Epoch 2032 | loss: 0.0311881 | val_loss: 0.0311848 | Time: 7045.71 ms [2022-04-20 22:43:08 main:574] : INFO : Epoch 2033 | loss: 0.031186 | val_loss: 0.0311835 | Time: 6956.68 ms [2022-04-20 22:43:15 main:574] : INFO : Epoch 2034 | loss: 0.0311875 | val_loss: 0.0311823 | Time: 6524.1 ms [2022-04-20 22:43:22 main:574] : INFO : Epoch 2035 | loss: 0.0311856 | val_loss: 0.0311824 | Time: 7067.8 ms [2022-04-20 22:43:29 main:574] : INFO : Epoch 2036 | loss: 0.0311863 | val_loss: 0.0311827 | Time: 7215.33 ms [2022-04-20 22:43:36 main:574] : INFO : Epoch 2037 | loss: 0.0311869 | val_loss: 0.0311803 | Time: 6721.24 ms [2022-04-20 22:43:44 main:574] : INFO : Epoch 2038 | loss: 0.0311855 | val_loss: 0.0311835 | Time: 7659.07 ms [2022-04-20 22:43:50 main:574] : INFO : Epoch 2039 | loss: 0.0311857 | val_loss: 0.031181 | Time: 6914.31 ms [2022-04-20 22:43:57 main:574] : INFO : Epoch 2040 | loss: 0.0311853 | val_loss: 0.0311814 | Time: 6976.77 ms [2022-04-20 22:44:05 main:574] : INFO : Epoch 2041 | loss: 0.0311871 | val_loss: 0.031184 | Time: 7305.72 ms [2022-04-20 22:44:12 main:574] : INFO : Epoch 2042 | loss: 0.0311866 | val_loss: 0.0311844 | Time: 6828.94 ms [2022-04-20 22:44:19 main:574] : INFO : Epoch 2043 | loss: 0.0311884 | val_loss: 0.0311837 | Time: 7133.56 ms [2022-04-20 22:44:25 main:574] : INFO : Epoch 2044 | loss: 0.0311862 | val_loss: 0.0311836 | Time: 6740.9 ms [2022-04-20 22:44:33 main:574] : INFO : Epoch 2045 | loss: 0.0311863 | val_loss: 0.0311814 | Time: 7065.28 ms [2022-04-20 22:44:40 main:574] : INFO : Epoch 2046 | loss: 0.0311857 | val_loss: 0.0311798 | Time: 7122.38 ms [2022-04-20 22:44:47 main:574] : INFO : Epoch 2047 | loss: 0.0311867 | val_loss: 0.0311841 | Time: 7105.5 ms [2022-04-20 22:44:54 main:574] : INFO : Epoch 2048 | loss: 0.0311921 | val_loss: 0.031185 | Time: 7196.7 ms [2022-04-20 22:44:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031185 [2022-04-20 22:44:54 main:603] : INFO : Saving end state to config to file [2022-04-20 22:44:54 main:608] : INFO : Success, exiting.. 22:44:54 (34100): 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)