Task 6674132
| Name | ParityMachine-1627982775-4942-2_0 |
| Workunit | 4419948 |
| Created | 16 Aug 2021, 18:02:41 UTC |
| Sent | 22 Aug 2021, 16:30:12 UTC |
| Report deadline | 29 Aug 2021, 16:30:12 UTC |
| Received | 23 Aug 2021, 11:08:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 22 min 59 sec |
| CPU time | 2 hours 20 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 12:33:22 main:574] : INFO : Epoch 1542 | loss: 0.0311628 | val_loss: 0.0311701 | Time: 4086.9 ms [2021-08-23 12:33:26 main:574] : INFO : Epoch 1543 | loss: 0.0311575 | val_loss: 0.031169 | Time: 4108.49 ms [2021-08-23 12:33:30 main:574] : INFO : Epoch 1544 | loss: 0.0311573 | val_loss: 0.0311773 | Time: 4138.24 ms [2021-08-23 12:33:35 main:574] : INFO : Epoch 1545 | loss: 0.0311589 | val_loss: 0.0311684 | Time: 4180.92 ms [2021-08-23 12:33:39 main:574] : INFO : Epoch 1546 | loss: 0.0311564 | val_loss: 0.031181 | Time: 4105.74 ms [2021-08-23 12:33:43 main:574] : INFO : Epoch 1547 | loss: 0.0311622 | val_loss: 0.0311698 | Time: 4141 ms [2021-08-23 12:33:47 main:574] : INFO : Epoch 1548 | loss: 0.0311572 | val_loss: 0.0311689 | Time: 4097.65 ms [2021-08-23 12:33:51 main:574] : INFO : Epoch 1549 | loss: 0.0311557 | val_loss: 0.031168 | Time: 4089.44 ms [2021-08-23 12:33:56 main:574] : INFO : Epoch 1550 | loss: 0.0311578 | val_loss: 0.0311701 | Time: 4509.65 ms [2021-08-23 12:34:00 main:574] : INFO : Epoch 1551 | loss: 0.0311573 | val_loss: 0.0311783 | Time: 4192.47 ms [2021-08-23 12:34:04 main:574] : INFO : Epoch 1552 | loss: 0.031161 | val_loss: 0.0311713 | Time: 4168.42 ms [2021-08-23 12:34:08 main:574] : INFO : Epoch 1553 | loss: 0.03116 | val_loss: 0.0311689 | Time: 4026.27 ms [2021-08-23 12:34:12 main:574] : INFO : Epoch 1554 | loss: 0.0311591 | val_loss: 0.0311703 | Time: 4106.53 ms [2021-08-23 12:34:16 main:574] : INFO : Epoch 1555 | loss: 0.0311624 | val_loss: 0.0311687 | Time: 4003.27 ms [2021-08-23 12:34:20 main:574] : INFO : Epoch 1556 | loss: 0.0311624 | val_loss: 0.0311693 | Time: 4222.31 ms [2021-08-23 12:34:25 main:574] : INFO : Epoch 1557 | loss: 0.0311606 | val_loss: 0.0311672 | Time: 4286.18 ms [2021-08-23 12:34:29 main:574] : INFO : Epoch 1558 | loss: 0.0311598 | val_loss: 0.0311674 | Time: 4122.71 ms [2021-08-23 12:34:33 main:574] : INFO : Epoch 1559 | loss: 0.0311599 | val_loss: 0.0311681 | Time: 4024.21 ms [2021-08-23 12:34:37 main:574] : INFO : Epoch 1560 | loss: 0.0311593 | val_loss: 0.0311666 | Time: 4186.17 ms [2021-08-23 12:34:41 main:574] : INFO : Epoch 1561 | loss: 0.0311572 | val_loss: 0.031167 | Time: 4160.6 ms [2021-08-23 12:34:46 main:574] : INFO : Epoch 1562 | loss: 0.0311555 | val_loss: 0.0311672 | Time: 4195.98 ms [2021-08-23 12:34:50 main:574] : INFO : Epoch 1563 | loss: 0.0311567 | val_loss: 0.0311672 | Time: 4112.97 ms [2021-08-23 12:34:54 main:574] : INFO : Epoch 1564 | loss: 0.0311598 | val_loss: 0.0311732 | Time: 4171.99 ms [2021-08-23 12:34:58 main:574] : INFO : Epoch 1565 | loss: 0.0311578 | val_loss: 0.0311689 | Time: 4054.68 ms [2021-08-23 12:35:02 main:574] : INFO : Epoch 1566 | loss: 0.031159 | val_loss: 0.0311727 | Time: 4201.95 ms [2021-08-23 12:35:06 main:574] : INFO : Epoch 1567 | loss: 0.031158 | val_loss: 0.0311691 | Time: 4083.82 ms [2021-08-23 12:35:10 main:574] : INFO : Epoch 1568 | loss: 0.0311559 | val_loss: 0.0311687 | Time: 4084.41 ms [2021-08-23 12:35:15 main:574] : INFO : Epoch 1569 | loss: 0.0311544 | val_loss: 0.0311693 | Time: 4084.68 ms [2021-08-23 12:35:19 main:574] : INFO : Epoch 1570 | loss: 0.031156 | val_loss: 0.0311694 | Time: 4030.05 ms [2021-08-23 12:35:23 main:574] : INFO : Epoch 1571 | loss: 0.0311556 | val_loss: 0.0311686 | Time: 4199.1 ms [2021-08-23 12:35:27 main:574] : INFO : Epoch 1572 | loss: 0.0311557 | val_loss: 0.0311703 | Time: 4234.56 ms [2021-08-23 12:35:31 main:574] : INFO : Epoch 1573 | loss: 0.0311575 | val_loss: 0.0311694 | Time: 4124.2 ms [2021-08-23 12:35:35 main:574] : INFO : Epoch 1574 | loss: 0.0311549 | val_loss: 0.0311679 | Time: 4272.41 ms [2021-08-23 12:35:40 main:574] : INFO : Epoch 1575 | loss: 0.0311545 | val_loss: 0.0311678 | Time: 4112.11 ms [2021-08-23 12:35:44 main:574] : INFO : Epoch 1576 | loss: 0.0311552 | val_loss: 0.0311697 | Time: 4137.85 ms [2021-08-23 12:35:48 main:574] : INFO : Epoch 1577 | loss: 0.0311553 | val_loss: 0.031168 | Time: 4182.7 ms [2021-08-23 12:35:52 main:574] : INFO : Epoch 1578 | loss: 0.0311554 | val_loss: 0.0311685 | Time: 4096.53 ms [2021-08-23 12:35:56 main:574] : INFO : Epoch 1579 | loss: 0.0311562 | val_loss: 0.0311695 | Time: 4253.21 ms [2021-08-23 12:36:01 main:574] : INFO : Epoch 1580 | loss: 0.0311541 | val_loss: 0.0311714 | Time: 4227.88 ms [2021-08-23 12:36:05 main:574] : INFO : Epoch 1581 | loss: 0.031158 | val_loss: 0.0311686 | Time: 4166.65 ms [2021-08-23 12:36:09 main:574] : INFO : Epoch 1582 | loss: 0.0311562 | val_loss: 0.031171 | Time: 4160 ms [2021-08-23 12:36:13 main:574] : INFO : Epoch 1583 | loss: 0.0311544 | val_loss: 0.031167 | Time: 4188.74 ms [2021-08-23 12:36:17 main:574] : INFO : Epoch 1584 | loss: 0.0311563 | val_loss: 0.0311793 | Time: 4086.37 ms [2021-08-23 12:36:22 main:574] : INFO : Epoch 1585 | loss: 0.0311598 | val_loss: 0.0311699 | Time: 4292.95 ms [2021-08-23 12:36:26 main:574] : INFO : Epoch 1586 | loss: 0.0311569 | val_loss: 0.0311679 | Time: 4637.57 ms [2021-08-23 12:36:31 main:574] : INFO : Epoch 1587 | loss: 0.0311647 | val_loss: 0.0311827 | Time: 4267.04 ms [2021-08-23 12:36:35 main:574] : INFO : Epoch 1588 | loss: 0.0311625 | val_loss: 0.0311719 | Time: 4020.84 ms [2021-08-23 12:36:39 main:574] : INFO : Epoch 1589 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 4186 ms [2021-08-23 12:36:43 main:574] : INFO : Epoch 1590 | loss: 0.031165 | val_loss: 0.03117 | Time: 4146.88 ms [2021-08-23 12:36:47 main:574] : INFO : Epoch 1591 | loss: 0.0311658 | val_loss: 0.0311693 | Time: 4107.2 ms [2021-08-23 12:36:51 main:574] : INFO : Epoch 1592 | loss: 0.0311639 | val_loss: 0.0311722 | Time: 4177.86 ms [2021-08-23 12:36:55 main:574] : INFO : Epoch 1593 | loss: 0.0311633 | val_loss: 0.0311685 | Time: 4121.92 ms [2021-08-23 12:37:00 main:574] : INFO : Epoch 1594 | loss: 0.0311634 | val_loss: 0.0311753 | Time: 4412.53 ms [2021-08-23 12:37:04 main:574] : INFO : Epoch 1595 | loss: 0.0311624 | val_loss: 0.0311675 | Time: 4229.82 ms [2021-08-23 12:37:08 main:574] : INFO : Epoch 1596 | loss: 0.0311643 | val_loss: 0.0311691 | Time: 4187.02 ms [2021-08-23 12:37:12 main:574] : INFO : Epoch 1597 | loss: 0.031166 | val_loss: 0.0311689 | Time: 4100.32 ms [2021-08-23 12:37:17 main:574] : INFO : Epoch 1598 | loss: 0.0311596 | val_loss: 0.0311679 | Time: 4127.79 ms [2021-08-23 12:37:21 main:574] : INFO : Epoch 1599 | loss: 0.0311602 | val_loss: 0.031169 | Time: 4271.36 ms [2021-08-23 12:37:25 main:574] : INFO : Epoch 1600 | loss: 0.0311603 | val_loss: 0.0311661 | Time: 4095.07 ms [2021-08-23 12:37:29 main:574] : INFO : Epoch 1601 | loss: 0.0311581 | val_loss: 0.0311669 | Time: 4199.19 ms [2021-08-23 12:37:34 main:574] : INFO : Epoch 1602 | loss: 0.0311602 | val_loss: 0.0311654 | Time: 4207.75 ms [2021-08-23 12:37:38 main:574] : INFO : Epoch 1603 | loss: 0.0311598 | val_loss: 0.0311684 | Time: 4328.59 ms [2021-08-23 12:37:42 main:574] : INFO : Epoch 1604 | loss: 0.0311611 | val_loss: 0.0311748 | Time: 4149.84 ms [2021-08-23 12:37:46 main:574] : INFO : Epoch 1605 | loss: 0.0311602 | val_loss: 0.0311664 | Time: 4139.87 ms [2021-08-23 12:37:50 main:574] : INFO : Epoch 1606 | loss: 0.0311565 | val_loss: 0.0311686 | Time: 4174.98 ms [2021-08-23 12:37:55 main:574] : INFO : Epoch 1607 | loss: 0.0311562 | val_loss: 0.0311656 | Time: 4096.61 ms [2021-08-23 12:37:59 main:574] : INFO : Epoch 1608 | loss: 0.0311557 | val_loss: 0.0311672 | Time: 4113.25 ms [2021-08-23 12:38:03 main:574] : INFO : Epoch 1609 | loss: 0.0311564 | val_loss: 0.0311666 | Time: 4092.54 ms [2021-08-23 12:38:07 main:574] : INFO : Epoch 1610 | loss: 0.0311542 | val_loss: 0.0311659 | Time: 4291.62 ms [2021-08-23 12:38:11 main:574] : INFO : Epoch 1611 | loss: 0.0311548 | val_loss: 0.0311665 | Time: 4165.72 ms [2021-08-23 12:38:15 main:574] : INFO : Epoch 1612 | loss: 0.0311539 | val_loss: 0.031167 | Time: 4087.44 ms [2021-08-23 12:38:20 main:574] : INFO : Epoch 1613 | loss: 0.0311542 | val_loss: 0.0311669 | Time: 4146.32 ms [2021-08-23 12:38:24 main:574] : INFO : Epoch 1614 | loss: 0.0311569 | val_loss: 0.0311644 | Time: 4167.56 ms [2021-08-23 12:38:28 main:574] : INFO : Epoch 1615 | loss: 0.0311564 | val_loss: 0.0311672 | Time: 4064.05 ms [2021-08-23 12:38:32 main:574] : INFO : Epoch 1616 | loss: 0.0311542 | val_loss: 0.0311694 | Time: 4127.41 ms [2021-08-23 12:38:36 main:574] : INFO : Epoch 1617 | loss: 0.0311562 | val_loss: 0.0311672 | Time: 4001.23 ms [2021-08-23 12:38:40 main:574] : INFO : Epoch 1618 | loss: 0.0311605 | val_loss: 0.0311697 | Time: 4166.22 ms [2021-08-23 12:38:44 main:574] : INFO : Epoch 1619 | loss: 0.0311571 | val_loss: 0.0311664 | Time: 4152.98 ms [2021-08-23 12:38:49 main:574] : INFO : Epoch 1620 | loss: 0.031156 | val_loss: 0.0311667 | Time: 4285.93 ms [2021-08-23 12:38:53 main:574] : INFO : Epoch 1621 | loss: 0.0311559 | val_loss: 0.0311668 | Time: 4112.65 ms [2021-08-23 12:38:57 main:574] : INFO : Epoch 1622 | loss: 0.0311551 | val_loss: 0.0311663 | Time: 4051.25 ms [2021-08-23 12:39:01 main:574] : INFO : Epoch 1623 | loss: 0.0311551 | val_loss: 0.0311671 | Time: 4124.25 ms [2021-08-23 12:39:05 main:574] : INFO : Epoch 1624 | loss: 0.0311568 | val_loss: 0.0311698 | Time: 4037.92 ms [2021-08-23 12:39:09 main:574] : INFO : Epoch 1625 | loss: 0.0311551 | val_loss: 0.0311671 | Time: 4041.6 ms [2021-08-23 12:39:13 main:574] : INFO : Epoch 1626 | loss: 0.0311549 | val_loss: 0.0311692 | Time: 4133.19 ms [2021-08-23 12:39:17 main:574] : INFO : Epoch 1627 | loss: 0.0311543 | val_loss: 0.0311678 | Time: 4066.71 ms [2021-08-23 12:39:21 main:574] : INFO : Epoch 1628 | loss: 0.0311553 | val_loss: 0.0311686 | Time: 4083.78 ms [2021-08-23 12:39:26 main:574] : INFO : Epoch 1629 | loss: 0.0311529 | val_loss: 0.0311693 | Time: 4125.66 ms [2021-08-23 12:39:30 main:574] : INFO : Epoch 1630 | loss: 0.0311526 | val_loss: 0.031173 | Time: 4121.69 ms [2021-08-23 12:39:34 main:574] : INFO : Epoch 1631 | loss: 0.0311552 | val_loss: 0.0311678 | Time: 4129.66 ms [2021-08-23 12:39:38 main:574] : INFO : Epoch 1632 | loss: 0.0311536 | val_loss: 0.0311691 | Time: 4118.39 ms [2021-08-23 12:39:42 main:574] : INFO : Epoch 1633 | loss: 0.0311545 | val_loss: 0.0311706 | Time: 4117.78 ms [2021-08-23 12:39:46 main:574] : INFO : Epoch 1634 | loss: 0.0311531 | val_loss: 0.0311737 | Time: 4078.72 ms [2021-08-23 12:39:50 main:574] : INFO : Epoch 1635 | loss: 0.0311548 | val_loss: 0.0311685 | Time: 4041.13 ms [2021-08-23 12:39:55 main:574] : INFO : Epoch 1636 | loss: 0.0311537 | val_loss: 0.0311693 | Time: 4188.02 ms [2021-08-23 12:39:59 main:574] : INFO : Epoch 1637 | loss: 0.0311527 | val_loss: 0.031169 | Time: 4120.12 ms [2021-08-23 12:40:03 main:574] : INFO : Epoch 1638 | loss: 0.0311528 | val_loss: 0.0311674 | Time: 4199.93 ms [2021-08-23 12:40:07 main:574] : INFO : Epoch 1639 | loss: 0.0311517 | val_loss: 0.0311678 | Time: 4159.86 ms [2021-08-23 12:40:11 main:574] : INFO : Epoch 1640 | loss: 0.0311517 | val_loss: 0.0311676 | Time: 4114.96 ms [2021-08-23 12:40:15 main:574] : INFO : Epoch 1641 | loss: 0.0311518 | val_loss: 0.0311685 | Time: 4080.72 ms [2021-08-23 12:40:19 main:574] : INFO : Epoch 1642 | loss: 0.0311526 | val_loss: 0.0311674 | Time: 4069.47 ms [2021-08-23 12:40:24 main:574] : INFO : Epoch 1643 | loss: 0.0311564 | val_loss: 0.0311677 | Time: 4209.93 ms [2021-08-23 12:40:28 main:574] : INFO : Epoch 1644 | loss: 0.031154 | val_loss: 0.0311683 | Time: 4098.77 ms [2021-08-23 12:40:32 main:574] : INFO : Epoch 1645 | loss: 0.0311533 | val_loss: 0.03117 | Time: 4195.67 ms [2021-08-23 12:40:36 main:574] : INFO : Epoch 1646 | loss: 0.0311536 | val_loss: 0.0311683 | Time: 4124.59 ms [2021-08-23 12:40:40 main:574] : INFO : Epoch 1647 | loss: 0.031154 | val_loss: 0.0311686 | Time: 4070.93 ms [2021-08-23 12:40:44 main:574] : INFO : Epoch 1648 | loss: 0.0311583 | val_loss: 0.0311746 | Time: 4112.72 ms [2021-08-23 12:40:49 main:574] : INFO : Epoch 1649 | loss: 0.0311566 | val_loss: 0.0311661 | Time: 4228.04 ms [2021-08-23 12:40:53 main:574] : INFO : Epoch 1650 | loss: 0.0311535 | val_loss: 0.0311668 | Time: 4099.48 ms [2021-08-23 12:40:57 main:574] : INFO : Epoch 1651 | loss: 0.0311531 | val_loss: 0.0311659 | Time: 4092.92 ms [2021-08-23 12:41:01 main:574] : INFO : Epoch 1652 | loss: 0.0311541 | val_loss: 0.0311688 | Time: 4090.61 ms [2021-08-23 12:41:05 main:574] : INFO : Epoch 1653 | loss: 0.0311543 | val_loss: 0.0311686 | Time: 4170.2 ms [2021-08-23 12:41:09 main:574] : INFO : Epoch 1654 | loss: 0.0311572 | val_loss: 0.0311695 | Time: 4161.93 ms [2021-08-23 12:41:14 main:574] : INFO : Epoch 1655 | loss: 0.0311565 | val_loss: 0.0311683 | Time: 4130.81 ms [2021-08-23 12:41:18 main:574] : INFO : Epoch 1656 | loss: 0.031159 | val_loss: 0.0311705 | Time: 4058.61 ms [2021-08-23 12:41:22 main:574] : INFO : Epoch 1657 | loss: 0.0311568 | val_loss: 0.0311664 | Time: 4220.9 ms [2021-08-23 12:41:26 main:574] : INFO : Epoch 1658 | loss: 0.0311563 | val_loss: 0.0311677 | Time: 4101.18 ms [2021-08-23 12:41:30 main:574] : INFO : Epoch 1659 | loss: 0.0311578 | val_loss: 0.0311778 | Time: 4075.97 ms [2021-08-23 12:41:34 main:574] : INFO : Epoch 1660 | loss: 0.0311609 | val_loss: 0.0311645 | Time: 4275.77 ms [2021-08-23 12:41:39 main:574] : INFO : Epoch 1661 | loss: 0.0311592 | val_loss: 0.0311648 | Time: 4155.31 ms [2021-08-23 12:41:43 main:574] : INFO : Epoch 1662 | loss: 0.0311569 | val_loss: 0.0311653 | Time: 3997.57 ms [2021-08-23 12:41:47 main:574] : INFO : Epoch 1663 | loss: 0.0311557 | val_loss: 0.0311645 | Time: 4068.49 ms [2021-08-23 12:41:51 main:574] : INFO : Epoch 1664 | loss: 0.0311544 | val_loss: 0.0311653 | Time: 4022.96 ms [2021-08-23 12:41:55 main:574] : INFO : Epoch 1665 | loss: 0.0311544 | val_loss: 0.0311651 | Time: 4130.58 ms [2021-08-23 12:41:59 main:574] : INFO : Epoch 1666 | loss: 0.0311549 | val_loss: 0.0311673 | Time: 4135.03 ms [2021-08-23 12:42:03 main:574] : INFO : Epoch 1667 | loss: 0.0311557 | val_loss: 0.0311656 | Time: 4096.71 ms [2021-08-23 12:42:07 main:574] : INFO : Epoch 1668 | loss: 0.0311547 | val_loss: 0.0311728 | Time: 4104.11 ms [2021-08-23 12:42:11 main:574] : INFO : Epoch 1669 | loss: 0.0311569 | val_loss: 0.0311745 | Time: 4134.37 ms [2021-08-23 12:42:16 main:574] : INFO : Epoch 1670 | loss: 0.0311557 | val_loss: 0.0311729 | Time: 4143.52 ms [2021-08-23 12:42:20 main:574] : INFO : Epoch 1671 | loss: 0.0311562 | val_loss: 0.0311651 | Time: 4163.26 ms [2021-08-23 12:42:24 main:574] : INFO : Epoch 1672 | loss: 0.0311531 | val_loss: 0.0311655 | Time: 4256.32 ms [2021-08-23 12:42:28 main:574] : INFO : Epoch 1673 | loss: 0.0311522 | val_loss: 0.0311647 | Time: 4093.81 ms [2021-08-23 12:42:32 main:574] : INFO : Epoch 1674 | loss: 0.031152 | val_loss: 0.0311648 | Time: 4172.32 ms [2021-08-23 12:42:37 main:574] : INFO : Epoch 1675 | loss: 0.031152 | val_loss: 0.0311694 | Time: 4217.16 ms [2021-08-23 12:42:41 main:574] : INFO : Epoch 1676 | loss: 0.0311523 | val_loss: 0.0311714 | Time: 4052.09 ms [2021-08-23 12:42:45 main:574] : INFO : Epoch 1677 | loss: 0.031153 | val_loss: 0.0311666 | Time: 4152.11 ms [2021-08-23 12:42:49 main:574] : INFO : Epoch 1678 | loss: 0.0311525 | val_loss: 0.0311664 | Time: 4223.15 ms [2021-08-23 12:42:53 main:574] : INFO : Epoch 1679 | loss: 0.0311536 | val_loss: 0.0311654 | Time: 4144.28 ms [2021-08-23 12:42:57 main:574] : INFO : Epoch 1680 | loss: 0.0311528 | val_loss: 0.0311646 | Time: 4043.37 ms [2021-08-23 12:43:01 main:574] : INFO : Epoch 1681 | loss: 0.0311529 | val_loss: 0.0311689 | Time: 4116.48 ms [2021-08-23 12:43:06 main:574] : INFO : Epoch 1682 | loss: 0.0311552 | val_loss: 0.0311672 | Time: 4218.17 ms [2021-08-23 12:43:10 main:574] : INFO : Epoch 1683 | loss: 0.031156 | val_loss: 0.0311705 | Time: 4060.63 ms [2021-08-23 12:43:14 main:574] : INFO : Epoch 1684 | loss: 0.0311565 | val_loss: 0.0311657 | Time: 4095.98 ms [2021-08-23 12:43:18 main:574] : INFO : Epoch 1685 | loss: 0.0311543 | val_loss: 0.0311671 | Time: 4012.04 ms [2021-08-23 12:43:22 main:574] : INFO : Epoch 1686 | loss: 0.0311538 | val_loss: 0.0311716 | Time: 4111 ms [2021-08-23 12:43:26 main:574] : INFO : Epoch 1687 | loss: 0.0311584 | val_loss: 0.0311652 | Time: 4161.48 ms [2021-08-23 12:43:30 main:574] : INFO : Epoch 1688 | loss: 0.0311612 | val_loss: 0.0311669 | Time: 4142.07 ms [2021-08-23 12:43:35 main:574] : INFO : Epoch 1689 | loss: 0.0311617 | val_loss: 0.0311668 | Time: 4113.01 ms [2021-08-23 12:43:39 main:574] : INFO : Epoch 1690 | loss: 0.0311592 | val_loss: 0.0311643 | Time: 4141.64 ms [2021-08-23 12:43:43 main:574] : INFO : Epoch 1691 | loss: 0.0311583 | val_loss: 0.0311786 | Time: 4208.62 ms [2021-08-23 12:43:47 main:574] : INFO : Epoch 1692 | loss: 0.0311644 | val_loss: 0.0311709 | Time: 4182.15 ms [2021-08-23 12:43:51 main:574] : INFO : Epoch 1693 | loss: 0.0311769 | val_loss: 0.0311841 | Time: 4168.07 ms [2021-08-23 12:43:55 main:574] : INFO : Epoch 1694 | loss: 0.0311811 | val_loss: 0.0311824 | Time: 4096.08 ms [2021-08-23 12:44:00 main:574] : INFO : Epoch 1695 | loss: 0.0311801 | val_loss: 0.0311811 | Time: 4323.32 ms [2021-08-23 12:44:04 main:574] : INFO : Epoch 1696 | loss: 0.0311859 | val_loss: 0.0311952 | Time: 4293.76 ms [2021-08-23 12:44:08 main:574] : INFO : Epoch 1697 | loss: 0.0311883 | val_loss: 0.0311899 | Time: 4124.49 ms [2021-08-23 12:44:12 main:574] : INFO : Epoch 1698 | loss: 0.0311839 | val_loss: 0.0311814 | Time: 4183.71 ms [2021-08-23 12:44:17 main:574] : INFO : Epoch 1699 | loss: 0.0311823 | val_loss: 0.0311813 | Time: 4163.9 ms [2021-08-23 12:44:21 main:574] : INFO : Epoch 1700 | loss: 0.0311803 | val_loss: 0.0311809 | Time: 4130.12 ms [2021-08-23 12:44:25 main:574] : INFO : Epoch 1701 | loss: 0.0311799 | val_loss: 0.0311832 | Time: 4115.5 ms [2021-08-23 12:44:29 main:574] : INFO : Epoch 1702 | loss: 0.0311783 | val_loss: 0.0311808 | Time: 4057.84 ms [2021-08-23 12:44:33 main:574] : INFO : Epoch 1703 | loss: 0.0311768 | val_loss: 0.0311784 | Time: 4138.41 ms [2021-08-23 12:44:37 main:574] : INFO : Epoch 1704 | loss: 0.0311753 | val_loss: 0.0311806 | Time: 4038.89 ms [2021-08-23 12:44:42 main:574] : INFO : Epoch 1705 | loss: 0.0311788 | val_loss: 0.0311817 | Time: 4205.59 ms [2021-08-23 12:44:46 main:574] : INFO : Epoch 1706 | loss: 0.0311772 | val_loss: 0.0311761 | Time: 4177.24 ms [2021-08-23 12:44:50 main:574] : INFO : Epoch 1707 | loss: 0.0311727 | val_loss: 0.0311778 | Time: 4095.55 ms [2021-08-23 12:44:54 main:574] : INFO : Epoch 1708 | loss: 0.0311713 | val_loss: 0.0311754 | Time: 4101.9 ms [2021-08-23 12:44:58 main:574] : INFO : Epoch 1709 | loss: 0.0311696 | val_loss: 0.0311743 | Time: 4157.89 ms [2021-08-23 12:45:02 main:574] : INFO : Epoch 1710 | loss: 0.0311692 | val_loss: 0.0311753 | Time: 4151.5 ms [2021-08-23 12:45:06 main:574] : INFO : Epoch 1711 | loss: 0.0311719 | val_loss: 0.031175 | Time: 4161.51 ms [2021-08-23 12:45:11 main:574] : INFO : Epoch 1712 | loss: 0.0311706 | val_loss: 0.0311746 | Time: 4181.61 ms [2021-08-23 12:45:15 main:574] : INFO : Epoch 1713 | loss: 0.0311712 | val_loss: 0.0311772 | Time: 4095.04 ms [2021-08-23 12:45:19 main:574] : INFO : Epoch 1714 | loss: 0.0311696 | val_loss: 0.0311746 | Time: 4141.31 ms [2021-08-23 12:45:23 main:574] : INFO : Epoch 1715 | loss: 0.0311695 | val_loss: 0.0311747 | Time: 4155.19 ms [2021-08-23 12:45:27 main:574] : INFO : Epoch 1716 | loss: 0.0311674 | val_loss: 0.0311754 | Time: 4330.49 ms [2021-08-23 12:45:32 main:574] : INFO : Epoch 1717 | loss: 0.0311677 | val_loss: 0.0311785 | Time: 4107.17 ms [2021-08-23 12:45:36 main:574] : INFO : Epoch 1718 | loss: 0.0311684 | val_loss: 0.0311746 | Time: 4105.78 ms [2021-08-23 12:45:40 main:574] : INFO : Epoch 1719 | loss: 0.0311699 | val_loss: 0.0311786 | Time: 4189.18 ms [2021-08-23 12:45:44 main:574] : INFO : Epoch 1720 | loss: 0.0311692 | val_loss: 0.0311746 | Time: 4152.16 ms [2021-08-23 12:45:48 main:574] : INFO : Epoch 1721 | loss: 0.031168 | val_loss: 0.0311751 | Time: 4026.32 ms [2021-08-23 12:45:52 main:574] : INFO : Epoch 1722 | loss: 0.0311667 | val_loss: 0.0311736 | Time: 4174.36 ms [2021-08-23 12:45:57 main:574] : INFO : Epoch 1723 | loss: 0.0311668 | val_loss: 0.0311735 | Time: 4084.5 ms [2021-08-23 12:46:01 main:574] : INFO : Epoch 1724 | loss: 0.0311679 | val_loss: 0.0311766 | Time: 4122.1 ms [2021-08-23 12:46:05 main:574] : INFO : Epoch 1725 | loss: 0.0311655 | val_loss: 0.031174 | Time: 4130.14 ms [2021-08-23 12:46:09 main:574] : INFO : Epoch 1726 | loss: 0.0311661 | val_loss: 0.0311739 | Time: 4075.41 ms [2021-08-23 12:46:13 main:574] : INFO : Epoch 1727 | loss: 0.0311648 | val_loss: 0.031173 | Time: 4211.6 ms [2021-08-23 12:46:17 main:574] : INFO : Epoch 1728 | loss: 0.0311642 | val_loss: 0.0311731 | Time: 4191.3 ms [2021-08-23 12:46:22 main:574] : INFO : Epoch 1729 | loss: 0.0311646 | val_loss: 0.0311727 | Time: 4203.32 ms [2021-08-23 12:46:26 main:574] : INFO : Epoch 1730 | loss: 0.0311647 | val_loss: 0.0311812 | Time: 4481.34 ms [2021-08-23 12:46:30 main:574] : INFO : Epoch 1731 | loss: 0.0311688 | val_loss: 0.0311737 | Time: 4114.37 ms [2021-08-23 12:46:34 main:574] : INFO : Epoch 1732 | loss: 0.031167 | val_loss: 0.031174 | Time: 4175.22 ms [2021-08-23 12:46:39 main:574] : INFO : Epoch 1733 | loss: 0.0311709 | val_loss: 0.0311771 | Time: 4181.68 ms [2021-08-23 12:46:43 main:574] : INFO : Epoch 1734 | loss: 0.0311724 | val_loss: 0.0311747 | Time: 4323.49 ms [2021-08-23 12:46:47 main:574] : INFO : Epoch 1735 | loss: 0.0311723 | val_loss: 0.0311728 | Time: 4295.44 ms [2021-08-23 12:46:51 main:574] : INFO : Epoch 1736 | loss: 0.0311707 | val_loss: 0.0311732 | Time: 4164.46 ms [2021-08-23 12:46:56 main:574] : INFO : Epoch 1737 | loss: 0.0311702 | val_loss: 0.0311708 | Time: 4289.99 ms [2021-08-23 12:47:00 main:574] : INFO : Epoch 1738 | loss: 0.0311695 | val_loss: 0.0311708 | Time: 4279.4 ms [2021-08-23 12:47:04 main:574] : INFO : Epoch 1739 | loss: 0.0311684 | val_loss: 0.0311715 | Time: 4121.08 ms [2021-08-23 12:47:08 main:574] : INFO : Epoch 1740 | loss: 0.0311697 | val_loss: 0.0311704 | Time: 4134.25 ms [2021-08-23 12:47:12 main:574] : INFO : Epoch 1741 | loss: 0.0311673 | val_loss: 0.0311706 | Time: 4066.99 ms [2021-08-23 12:47:17 main:574] : INFO : Epoch 1742 | loss: 0.0311733 | val_loss: 0.0311842 | Time: 4208.94 ms [2021-08-23 12:47:21 main:574] : INFO : Epoch 1743 | loss: 0.0311795 | val_loss: 0.0311795 | Time: 4249.85 ms [2021-08-23 12:47:25 main:574] : INFO : Epoch 1744 | loss: 0.031177 | val_loss: 0.0311761 | Time: 4126.72 ms [2021-08-23 12:47:29 main:574] : INFO : Epoch 1745 | loss: 0.0311774 | val_loss: 0.0311751 | Time: 4157.74 ms [2021-08-23 12:47:33 main:574] : INFO : Epoch 1746 | loss: 0.0311714 | val_loss: 0.0311717 | Time: 4180.64 ms [2021-08-23 12:47:38 main:574] : INFO : Epoch 1747 | loss: 0.0311687 | val_loss: 0.031173 | Time: 4218.31 ms [2021-08-23 12:47:42 main:574] : INFO : Epoch 1748 | loss: 0.0311687 | val_loss: 0.0311723 | Time: 4113.24 ms [2021-08-23 12:47:46 main:574] : INFO : Epoch 1749 | loss: 0.0311677 | val_loss: 0.0311715 | Time: 4087.81 ms [2021-08-23 12:47:50 main:574] : INFO : Epoch 1750 | loss: 0.031167 | val_loss: 0.0311713 | Time: 4103.39 ms [2021-08-23 12:47:54 main:574] : INFO : Epoch 1751 | loss: 0.0311684 | val_loss: 0.0311715 | Time: 4330.79 ms [2021-08-23 12:47:58 main:574] : INFO : Epoch 1752 | loss: 0.0311649 | val_loss: 0.0311715 | Time: 4090.5 ms [2021-08-23 12:48:03 main:574] : INFO : Epoch 1753 | loss: 0.0311641 | val_loss: 0.0311702 | Time: 4184.18 ms [2021-08-23 12:48:07 main:574] : INFO : Epoch 1754 | loss: 0.0311645 | val_loss: 0.0311699 | Time: 4212.14 ms [2021-08-23 12:48:11 main:574] : INFO : Epoch 1755 | loss: 0.0311637 | val_loss: 0.0311797 | Time: 4136.48 ms [2021-08-23 12:48:15 main:574] : INFO : Epoch 1756 | loss: 0.0311632 | val_loss: 0.03117 | Time: 4144.79 ms [2021-08-23 12:48:19 main:574] : INFO : Epoch 1757 | loss: 0.0311621 | val_loss: 0.0311705 | Time: 4197.17 ms [2021-08-23 12:48:24 main:574] : INFO : Epoch 1758 | loss: 0.0311626 | val_loss: 0.0311711 | Time: 4103.24 ms [2021-08-23 12:48:28 main:574] : INFO : Epoch 1759 | loss: 0.0311626 | val_loss: 0.0311709 | Time: 4409.1 ms [2021-08-23 12:48:32 main:574] : INFO : Epoch 1760 | loss: 0.0311646 | val_loss: 0.0311746 | Time: 4135.13 ms [2021-08-23 12:48:36 main:574] : INFO : Epoch 1761 | loss: 0.0311698 | val_loss: 0.031175 | Time: 4163.81 ms [2021-08-23 12:48:40 main:574] : INFO : Epoch 1762 | loss: 0.0311641 | val_loss: 0.0311708 | Time: 4024.51 ms [2021-08-23 12:48:45 main:574] : INFO : Epoch 1763 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 4168.24 ms [2021-08-23 12:48:49 main:574] : INFO : Epoch 1764 | loss: 0.0311641 | val_loss: 0.0311711 | Time: 4273.38 ms [2021-08-23 12:48:53 main:574] : INFO : Epoch 1765 | loss: 0.0311676 | val_loss: 0.0311763 | Time: 4216.96 ms [2021-08-23 12:48:57 main:574] : INFO : Epoch 1766 | loss: 0.0311641 | val_loss: 0.0311758 | Time: 4303.17 ms [2021-08-23 12:49:02 main:574] : INFO : Epoch 1767 | loss: 0.0311633 | val_loss: 0.0311747 | Time: 4337.37 ms [2021-08-23 12:49:06 main:574] : INFO : Epoch 1768 | loss: 0.0311629 | val_loss: 0.031171 | Time: 4189.29 ms [2021-08-23 12:49:10 main:574] : INFO : Epoch 1769 | loss: 0.0311635 | val_loss: 0.0311718 | Time: 4147.02 ms [2021-08-23 12:49:14 main:574] : INFO : Epoch 1770 | loss: 0.0311699 | val_loss: 0.0311793 | Time: 4110.91 ms [2021-08-23 12:49:18 main:574] : INFO : Epoch 1771 | loss: 0.0311666 | val_loss: 0.0311733 | Time: 4202.13 ms [2021-08-23 12:49:23 main:574] : INFO : Epoch 1772 | loss: 0.0311626 | val_loss: 0.031171 | Time: 4085.72 ms [2021-08-23 12:49:27 main:574] : INFO : Epoch 1773 | loss: 0.0311628 | val_loss: 0.0311713 | Time: 4195.14 ms [2021-08-23 12:49:31 main:574] : INFO : Epoch 1774 | loss: 0.031162 | val_loss: 0.0311715 | Time: 4240.01 ms [2021-08-23 12:49:35 main:574] : INFO : Epoch 1775 | loss: 0.0311624 | val_loss: 0.0311733 | Time: 4122.27 ms [2021-08-23 12:49:39 main:574] : INFO : Epoch 1776 | loss: 0.0311684 | val_loss: 0.031171 | Time: 4091.04 ms [2021-08-23 12:49:43 main:574] : INFO : Epoch 1777 | loss: 0.0311659 | val_loss: 0.0311735 | Time: 4059.22 ms [2021-08-23 12:49:48 main:574] : INFO : Epoch 1778 | loss: 0.0311661 | val_loss: 0.0311739 | Time: 4071.31 ms [2021-08-23 12:49:52 main:574] : INFO : Epoch 1779 | loss: 0.0311658 | val_loss: 0.03117 | Time: 4202.29 ms [2021-08-23 12:49:56 main:574] : INFO : Epoch 1780 | loss: 0.0311671 | val_loss: 0.0311696 | Time: 4165.96 ms [2021-08-23 12:50:00 main:574] : INFO : Epoch 1781 | loss: 0.0311673 | val_loss: 0.0311699 | Time: 4139.96 ms [2021-08-23 12:50:04 main:574] : INFO : Epoch 1782 | loss: 0.0311652 | val_loss: 0.0311731 | Time: 4073.33 ms [2021-08-23 12:50:08 main:574] : INFO : Epoch 1783 | loss: 0.0311699 | val_loss: 0.0311719 | Time: 4093.93 ms [2021-08-23 12:50:12 main:574] : INFO : Epoch 1784 | loss: 0.0311683 | val_loss: 0.0311708 | Time: 4064.29 ms [2021-08-23 12:50:17 main:574] : INFO : Epoch 1785 | loss: 0.0311688 | val_loss: 0.0311777 | Time: 4204.38 ms [2021-08-23 12:50:21 main:574] : INFO : Epoch 1786 | loss: 0.0311686 | val_loss: 0.0311698 | Time: 4099.14 ms [2021-08-23 12:50:25 main:574] : INFO : Epoch 1787 | loss: 0.0311644 | val_loss: 0.0311694 | Time: 4227.35 ms [2021-08-23 12:50:29 main:574] : INFO : Epoch 1788 | loss: 0.0311649 | val_loss: 0.0311695 | Time: 4155.05 ms [2021-08-23 12:50:33 main:574] : INFO : Epoch 1789 | loss: 0.0311643 | val_loss: 0.0311696 | Time: 4160.93 ms [2021-08-23 12:50:37 main:574] : INFO : Epoch 1790 | loss: 0.0311638 | val_loss: 0.0311685 | Time: 4071.24 ms [2021-08-23 12:50:42 main:574] : INFO : Epoch 1791 | loss: 0.0311631 | val_loss: 0.031169 | Time: 4213.28 ms [2021-08-23 12:50:46 main:574] : INFO : Epoch 1792 | loss: 0.0311641 | val_loss: 0.0311697 | Time: 4142.95 ms [2021-08-23 12:50:50 main:574] : INFO : Epoch 1793 | loss: 0.0311646 | val_loss: 0.0311711 | Time: 4048.85 ms [2021-08-23 12:50:54 main:574] : INFO : Epoch 1794 | loss: 0.0311671 | val_loss: 0.0311741 | Time: 4177.65 ms [2021-08-23 12:50:58 main:574] : INFO : Epoch 1795 | loss: 0.0311681 | val_loss: 0.0311721 | Time: 4114.31 ms [2021-08-23 12:51:02 main:574] : INFO : Epoch 1796 | loss: 0.0311677 | val_loss: 0.0311706 | Time: 4129.42 ms [2021-08-23 12:51:07 main:574] : INFO : Epoch 1797 | loss: 0.0311651 | val_loss: 0.031169 | Time: 4149.1 ms [2021-08-23 12:51:11 main:574] : INFO : Epoch 1798 | loss: 0.0311644 | val_loss: 0.0311695 | Time: 4147.68 ms [2021-08-23 12:51:15 main:574] : INFO : Epoch 1799 | loss: 0.0311635 | val_loss: 0.0311688 | Time: 4197.76 ms [2021-08-23 12:51:19 main:574] : INFO : Epoch 1800 | loss: 0.0311655 | val_loss: 0.031172 | Time: 4216.38 ms [2021-08-23 12:51:23 main:574] : INFO : Epoch 1801 | loss: 0.0311644 | val_loss: 0.0311718 | Time: 4157.02 ms [2021-08-23 12:51:27 main:574] : INFO : Epoch 1802 | loss: 0.0311674 | val_loss: 0.0311753 | Time: 4136.11 ms [2021-08-23 12:51:32 main:574] : INFO : Epoch 1803 | loss: 0.0311686 | val_loss: 0.0311711 | Time: 4029.18 ms [2021-08-23 12:51:36 main:574] : INFO : Epoch 1804 | loss: 0.0311658 | val_loss: 0.0311684 | Time: 4111.21 ms [2021-08-23 12:51:40 main:574] : INFO : Epoch 1805 | loss: 0.0311643 | val_loss: 0.0311685 | Time: 4029.21 ms [2021-08-23 12:51:44 main:574] : INFO : Epoch 1806 | loss: 0.0311623 | val_loss: 0.0311698 | Time: 4066.94 ms [2021-08-23 12:51:48 main:574] : INFO : Epoch 1807 | loss: 0.0311621 | val_loss: 0.0311669 | Time: 4137.31 ms [2021-08-23 12:51:52 main:574] : INFO : Epoch 1808 | loss: 0.0311618 | val_loss: 0.0311702 | Time: 4546.85 ms [2021-08-23 12:51:57 main:574] : INFO : Epoch 1809 | loss: 0.031164 | val_loss: 0.0311688 | Time: 4153.19 ms [2021-08-23 12:52:01 main:574] : INFO : Epoch 1810 | loss: 0.0311627 | val_loss: 0.0311691 | Time: 4236.3 ms [2021-08-23 12:52:05 main:574] : INFO : Epoch 1811 | loss: 0.0311626 | val_loss: 0.0311695 | Time: 4146.03 ms [2021-08-23 12:52:09 main:574] : INFO : Epoch 1812 | loss: 0.0311655 | val_loss: 0.0311691 | Time: 4218.56 ms [2021-08-23 12:52:13 main:574] : INFO : Epoch 1813 | loss: 0.0311609 | val_loss: 0.0311672 | Time: 4146.55 ms [2021-08-23 12:52:18 main:574] : INFO : Epoch 1814 | loss: 0.0311613 | val_loss: 0.031168 | Time: 4187.11 ms [2021-08-23 12:52:22 main:574] : INFO : Epoch 1815 | loss: 0.0311611 | val_loss: 0.0311675 | Time: 4291.91 ms [2021-08-23 12:52:26 main:574] : INFO : Epoch 1816 | loss: 0.0311601 | val_loss: 0.0311667 | Time: 4228.08 ms [2021-08-23 12:52:31 main:574] : INFO : Epoch 1817 | loss: 0.0311616 | val_loss: 0.0311688 | Time: 4252.91 ms [2021-08-23 12:52:35 main:574] : INFO : Epoch 1818 | loss: 0.0311608 | val_loss: 0.0311686 | Time: 4245.31 ms [2021-08-23 12:52:39 main:574] : INFO : Epoch 1819 | loss: 0.03116 | val_loss: 0.0311684 | Time: 4173.33 ms [2021-08-23 12:52:43 main:574] : INFO : Epoch 1820 | loss: 0.0311614 | val_loss: 0.0311688 | Time: 4114.27 ms [2021-08-23 12:52:47 main:574] : INFO : Epoch 1821 | loss: 0.0311611 | val_loss: 0.0311676 | Time: 4118.27 ms [2021-08-23 12:52:52 main:574] : INFO : Epoch 1822 | loss: 0.0311612 | val_loss: 0.0311711 | Time: 4209.37 ms [2021-08-23 12:52:56 main:574] : INFO : Epoch 1823 | loss: 0.0311604 | val_loss: 0.0311676 | Time: 4131.57 ms [2021-08-23 12:53:00 main:574] : INFO : Epoch 1824 | loss: 0.0311601 | val_loss: 0.0311685 | Time: 4261.92 ms [2021-08-23 12:53:04 main:574] : INFO : Epoch 1825 | loss: 0.0311615 | val_loss: 0.0311671 | Time: 4228.71 ms [2021-08-23 12:53:09 main:574] : INFO : Epoch 1826 | loss: 0.0311616 | val_loss: 0.0311669 | Time: 4379.69 ms [2021-08-23 12:53:13 main:574] : INFO : Epoch 1827 | loss: 0.0311623 | val_loss: 0.031169 | Time: 4200.71 ms [2021-08-23 12:53:17 main:574] : INFO : Epoch 1828 | loss: 0.0311619 | val_loss: 0.031168 | Time: 4165.24 ms [2021-08-23 12:53:21 main:574] : INFO : Epoch 1829 | loss: 0.0311617 | val_loss: 0.0311682 | Time: 4150.8 ms [2021-08-23 12:53:25 main:574] : INFO : Epoch 1830 | loss: 0.0311604 | val_loss: 0.0311674 | Time: 4162.51 ms [2021-08-23 12:53:30 main:574] : INFO : Epoch 1831 | loss: 0.0311609 | val_loss: 0.0311673 | Time: 4185.13 ms [2021-08-23 12:53:34 main:574] : INFO : Epoch 1832 | loss: 0.0311593 | val_loss: 0.03117 | Time: 4153.97 ms [2021-08-23 12:53:38 main:574] : INFO : Epoch 1833 | loss: 0.0311594 | val_loss: 0.0311688 | Time: 4144.07 ms [2021-08-23 12:53:42 main:574] : INFO : Epoch 1834 | loss: 0.0311596 | val_loss: 0.0311698 | Time: 4182.75 ms [2021-08-23 12:53:46 main:574] : INFO : Epoch 1835 | loss: 0.0311606 | val_loss: 0.0311661 | Time: 4188.39 ms [2021-08-23 12:53:50 main:574] : INFO : Epoch 1836 | loss: 0.0311601 | val_loss: 0.0311676 | Time: 4213.42 ms [2021-08-23 12:53:55 main:574] : INFO : Epoch 1837 | loss: 0.0311597 | val_loss: 0.0311662 | Time: 4175.76 ms [2021-08-23 12:53:59 main:574] : INFO : Epoch 1838 | loss: 0.0311622 | val_loss: 0.0311702 | Time: 4170.58 ms [2021-08-23 12:54:03 main:574] : INFO : Epoch 1839 | loss: 0.0311633 | val_loss: 0.0311683 | Time: 4242.01 ms [2021-08-23 12:54:07 main:574] : INFO : Epoch 1840 | loss: 0.0311632 | val_loss: 0.0311675 | Time: 4133.42 ms [2021-08-23 12:54:11 main:574] : INFO : Epoch 1841 | loss: 0.0311638 | val_loss: 0.0311685 | Time: 4126.4 ms [2021-08-23 12:54:16 main:574] : INFO : Epoch 1842 | loss: 0.0311626 | val_loss: 0.031171 | Time: 4147.17 ms [2021-08-23 12:54:20 main:574] : INFO : Epoch 1843 | loss: 0.0311674 | val_loss: 0.0311746 | Time: 4112.66 ms [2021-08-23 12:54:24 main:574] : INFO : Epoch 1844 | loss: 0.0311675 | val_loss: 0.0311734 | Time: 4207.3 ms [2021-08-23 12:54:28 main:574] : INFO : Epoch 1845 | loss: 0.0311666 | val_loss: 0.0311689 | Time: 4085.12 ms [2021-08-23 12:54:32 main:574] : INFO : Epoch 1846 | loss: 0.0311649 | val_loss: 0.0311689 | Time: 4110.89 ms [2021-08-23 12:54:36 main:574] : INFO : Epoch 1847 | loss: 0.0311675 | val_loss: 0.0311738 | Time: 4105.02 ms [2021-08-23 12:54:40 main:574] : INFO : Epoch 1848 | loss: 0.031165 | val_loss: 0.0311683 | Time: 4090.33 ms [2021-08-23 12:54:45 main:574] : INFO : Epoch 1849 | loss: 0.0311653 | val_loss: 0.0311681 | Time: 4166.13 ms [2021-08-23 12:54:49 main:574] : INFO : Epoch 1850 | loss: 0.0311658 | val_loss: 0.0311724 | Time: 4146.76 ms [2021-08-23 12:54:53 main:574] : INFO : Epoch 1851 | loss: 0.0311642 | val_loss: 0.0311754 | Time: 4161.16 ms [2021-08-23 12:54:57 main:574] : INFO : Epoch 1852 | loss: 0.031166 | val_loss: 0.031171 | Time: 4217.44 ms [2021-08-23 12:55:01 main:574] : INFO : Epoch 1853 | loss: 0.031167 | val_loss: 0.0311733 | Time: 4100.77 ms [2021-08-23 12:55:05 main:574] : INFO : Epoch 1854 | loss: 0.0311634 | val_loss: 0.0311693 | Time: 4141.74 ms [2021-08-23 12:55:10 main:574] : INFO : Epoch 1855 | loss: 0.0311637 | val_loss: 0.0311685 | Time: 4120.24 ms [2021-08-23 12:55:14 main:574] : INFO : Epoch 1856 | loss: 0.0311622 | val_loss: 0.0311696 | Time: 4281.97 ms [2021-08-23 12:55:18 main:574] : INFO : Epoch 1857 | loss: 0.0311628 | val_loss: 0.0311691 | Time: 4234.11 ms [2021-08-23 12:55:22 main:574] : INFO : Epoch 1858 | loss: 0.0311609 | val_loss: 0.031167 | Time: 4146.98 ms [2021-08-23 12:55:26 main:574] : INFO : Epoch 1859 | loss: 0.0311599 | val_loss: 0.0311671 | Time: 4139.1 ms [2021-08-23 12:55:30 main:574] : INFO : Epoch 1860 | loss: 0.0311609 | val_loss: 0.0311688 | Time: 4075.03 ms [2021-08-23 12:55:35 main:574] : INFO : Epoch 1861 | loss: 0.031161 | val_loss: 0.0311712 | Time: 4101.59 ms [2021-08-23 12:55:39 main:574] : INFO : Epoch 1862 | loss: 0.0311635 | val_loss: 0.0311684 | Time: 4226.91 ms [2021-08-23 12:55:43 main:574] : INFO : Epoch 1863 | loss: 0.0311617 | val_loss: 0.0311717 | Time: 4070.55 ms [2021-08-23 12:55:47 main:574] : INFO : Epoch 1864 | loss: 0.0311637 | val_loss: 0.0311708 | Time: 4097.94 ms [2021-08-23 12:55:51 main:574] : INFO : Epoch 1865 | loss: 0.0311644 | val_loss: 0.0311707 | Time: 4125.31 ms [2021-08-23 12:55:55 main:574] : INFO : Epoch 1866 | loss: 0.0311628 | val_loss: 0.0311743 | Time: 4184.2 ms [2021-08-23 12:56:00 main:574] : INFO : Epoch 1867 | loss: 0.0311637 | val_loss: 0.0311688 | Time: 4067.53 ms [2021-08-23 12:56:04 main:574] : INFO : Epoch 1868 | loss: 0.0311616 | val_loss: 0.031168 | Time: 4157.27 ms [2021-08-23 12:56:08 main:574] : INFO : Epoch 1869 | loss: 0.0311619 | val_loss: 0.0311681 | Time: 4219.43 ms [2021-08-23 12:56:12 main:574] : INFO : Epoch 1870 | loss: 0.0311612 | val_loss: 0.0311671 | Time: 4202.68 ms [2021-08-23 12:56:16 main:574] : INFO : Epoch 1871 | loss: 0.0311603 | val_loss: 0.0311717 | Time: 4124.41 ms [2021-08-23 12:56:20 main:574] : INFO : Epoch 1872 | loss: 0.0311604 | val_loss: 0.0311687 | Time: 4091.42 ms [2021-08-23 12:56:25 main:574] : INFO : Epoch 1873 | loss: 0.03116 | val_loss: 0.0311672 | Time: 4607.44 ms [2021-08-23 12:56:29 main:574] : INFO : Epoch 1874 | loss: 0.0311592 | val_loss: 0.0311693 | Time: 4141.09 ms [2021-08-23 12:56:34 main:574] : INFO : Epoch 1875 | loss: 0.0311606 | val_loss: 0.0311669 | Time: 4210.7 ms [2021-08-23 12:56:38 main:574] : INFO : Epoch 1876 | loss: 0.0311594 | val_loss: 0.0311704 | Time: 4100.6 ms [2021-08-23 12:56:42 main:574] : INFO : Epoch 1877 | loss: 0.0311631 | val_loss: 0.0311694 | Time: 4049.79 ms [2021-08-23 12:56:46 main:574] : INFO : Epoch 1878 | loss: 0.031161 | val_loss: 0.0311677 | Time: 4142.23 ms [2021-08-23 12:56:50 main:574] : INFO : Epoch 1879 | loss: 0.0311597 | val_loss: 0.0311671 | Time: 3959.22 ms [2021-08-23 12:56:54 main:574] : INFO : Epoch 1880 | loss: 0.0311595 | val_loss: 0.0311688 | Time: 4268.88 ms [2021-08-23 12:56:58 main:574] : INFO : Epoch 1881 | loss: 0.0311575 | val_loss: 0.0311665 | Time: 4142.96 ms [2021-08-23 12:57:02 main:574] : INFO : Epoch 1882 | loss: 0.0311577 | val_loss: 0.0311726 | Time: 4106.71 ms [2021-08-23 12:57:07 main:574] : INFO : Epoch 1883 | loss: 0.0311596 | val_loss: 0.0311675 | Time: 4103.8 ms [2021-08-23 12:57:11 main:574] : INFO : Epoch 1884 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 4140.41 ms [2021-08-23 12:57:15 main:574] : INFO : Epoch 1885 | loss: 0.031161 | val_loss: 0.0311686 | Time: 4050.19 ms [2021-08-23 12:57:19 main:574] : INFO : Epoch 1886 | loss: 0.0311594 | val_loss: 0.0311669 | Time: 3962.67 ms [2021-08-23 12:57:23 main:574] : INFO : Epoch 1887 | loss: 0.0311577 | val_loss: 0.0311681 | Time: 4521.13 ms [2021-08-23 12:57:28 main:574] : INFO : Epoch 1888 | loss: 0.0311576 | val_loss: 0.0311658 | Time: 4223.78 ms [2021-08-23 12:57:32 main:574] : INFO : Epoch 1889 | loss: 0.031158 | val_loss: 0.03117 | Time: 4437.07 ms [2021-08-23 12:57:36 main:574] : INFO : Epoch 1890 | loss: 0.0311577 | val_loss: 0.0311661 | Time: 4271.51 ms [2021-08-23 12:57:40 main:574] : INFO : Epoch 1891 | loss: 0.0311594 | val_loss: 0.0311711 | Time: 4184.6 ms [2021-08-23 12:57:45 main:574] : INFO : Epoch 1892 | loss: 0.0311711 | val_loss: 0.0311767 | Time: 4264.08 ms [2021-08-23 12:57:49 main:574] : INFO : Epoch 1893 | loss: 0.0311715 | val_loss: 0.0311718 | Time: 4187.65 ms [2021-08-23 12:57:53 main:574] : INFO : Epoch 1894 | loss: 0.0311633 | val_loss: 0.0311696 | Time: 4074.52 ms [2021-08-23 12:57:57 main:574] : INFO : Epoch 1895 | loss: 0.0311628 | val_loss: 0.0311686 | Time: 4198.62 ms [2021-08-23 12:58:01 main:574] : INFO : Epoch 1896 | loss: 0.0311622 | val_loss: 0.0311709 | Time: 4164.67 ms [2021-08-23 12:58:06 main:574] : INFO : Epoch 1897 | loss: 0.0311602 | val_loss: 0.0311666 | Time: 4222.94 ms [2021-08-23 12:58:10 main:574] : INFO : Epoch 1898 | loss: 0.0311595 | val_loss: 0.0311704 | Time: 4071.81 ms [2021-08-23 12:58:14 main:574] : INFO : Epoch 1899 | loss: 0.0311602 | val_loss: 0.0311676 | Time: 4105.6 ms [2021-08-23 12:58:18 main:574] : INFO : Epoch 1900 | loss: 0.0311604 | val_loss: 0.0311684 | Time: 4114.36 ms [2021-08-23 12:58:22 main:574] : INFO : Epoch 1901 | loss: 0.031158 | val_loss: 0.0311673 | Time: 4079.67 ms [2021-08-23 12:58:26 main:574] : INFO : Epoch 1902 | loss: 0.0311608 | val_loss: 0.0311711 | Time: 4233.03 ms [2021-08-23 12:58:31 main:574] : INFO : Epoch 1903 | loss: 0.0311593 | val_loss: 0.0311663 | Time: 4166.88 ms [2021-08-23 12:58:35 main:574] : INFO : Epoch 1904 | loss: 0.0311586 | val_loss: 0.0311672 | Time: 4093.37 ms [2021-08-23 12:58:39 main:574] : INFO : Epoch 1905 | loss: 0.0311601 | val_loss: 0.0311675 | Time: 4146.38 ms [2021-08-23 12:58:43 main:574] : INFO : Epoch 1906 | loss: 0.0311592 | val_loss: 0.0311665 | Time: 4170.27 ms [2021-08-23 12:58:47 main:574] : INFO : Epoch 1907 | loss: 0.0311577 | val_loss: 0.0311666 | Time: 4192.7 ms [2021-08-23 12:58:51 main:574] : INFO : Epoch 1908 | loss: 0.0311598 | val_loss: 0.0311683 | Time: 4068.45 ms [2021-08-23 12:58:55 main:574] : INFO : Epoch 1909 | loss: 0.031168 | val_loss: 0.0311745 | Time: 4110.3 ms [2021-08-23 12:59:00 main:574] : INFO : Epoch 1910 | loss: 0.0311681 | val_loss: 0.0311709 | Time: 4270.52 ms [2021-08-23 12:59:04 main:574] : INFO : Epoch 1911 | loss: 0.0311672 | val_loss: 0.0311711 | Time: 4175.91 ms [2021-08-23 12:59:08 main:574] : INFO : Epoch 1912 | loss: 0.0311674 | val_loss: 0.0311752 | Time: 4169.68 ms [2021-08-23 12:59:12 main:574] : INFO : Epoch 1913 | loss: 0.0311661 | val_loss: 0.0311715 | Time: 4045.8 ms [2021-08-23 12:59:17 main:574] : INFO : Epoch 1914 | loss: 0.031164 | val_loss: 0.0311692 | Time: 4280.11 ms [2021-08-23 12:59:21 main:574] : INFO : Epoch 1915 | loss: 0.0311626 | val_loss: 0.0311673 | Time: 4170.01 ms [2021-08-23 12:59:25 main:574] : INFO : Epoch 1916 | loss: 0.0311614 | val_loss: 0.0311673 | Time: 4062.29 ms [2021-08-23 12:59:29 main:574] : INFO : Epoch 1917 | loss: 0.0311611 | val_loss: 0.0311682 | Time: 4065.8 ms [2021-08-23 12:59:33 main:574] : INFO : Epoch 1918 | loss: 0.0311615 | val_loss: 0.0311692 | Time: 4189.03 ms [2021-08-23 12:59:37 main:574] : INFO : Epoch 1919 | loss: 0.0311618 | val_loss: 0.0311669 | Time: 4255.48 ms [2021-08-23 12:59:42 main:574] : INFO : Epoch 1920 | loss: 0.0311623 | val_loss: 0.0311675 | Time: 4110.95 ms [2021-08-23 12:59:46 main:574] : INFO : Epoch 1921 | loss: 0.0311622 | val_loss: 0.0311679 | Time: 4134.26 ms [2021-08-23 12:59:50 main:574] : INFO : Epoch 1922 | loss: 0.031161 | val_loss: 0.0311657 | Time: 4109.88 ms [2021-08-23 12:59:54 main:574] : INFO : Epoch 1923 | loss: 0.0311609 | val_loss: 0.0311699 | Time: 4211.26 ms [2021-08-23 12:59:58 main:574] : INFO : Epoch 1924 | loss: 0.0311616 | val_loss: 0.031169 | Time: 4184.33 ms [2021-08-23 13:00:02 main:574] : INFO : Epoch 1925 | loss: 0.0311648 | val_loss: 0.0311699 | Time: 4121.02 ms [2021-08-23 13:00:07 main:574] : INFO : Epoch 1926 | loss: 0.0311688 | val_loss: 0.0311693 | Time: 4115.46 ms [2021-08-23 13:00:11 main:574] : INFO : Epoch 1927 | loss: 0.0311674 | val_loss: 0.0311681 | Time: 4021.9 ms [2021-08-23 13:00:15 main:574] : INFO : Epoch 1928 | loss: 0.031165 | val_loss: 0.031168 | Time: 4183.31 ms [2021-08-23 13:00:19 main:574] : INFO : Epoch 1929 | loss: 0.0311642 | val_loss: 0.0311686 | Time: 4165.97 ms [2021-08-23 13:00:23 main:574] : INFO : Epoch 1930 | loss: 0.0311637 | val_loss: 0.0311667 | Time: 4250.89 ms [2021-08-23 13:00:27 main:574] : INFO : Epoch 1931 | loss: 0.0311622 | val_loss: 0.031167 | Time: 4083.7 ms [2021-08-23 13:00:31 main:574] : INFO : Epoch 1932 | loss: 0.0311621 | val_loss: 0.0311671 | Time: 4085.87 ms [2021-08-23 13:00:36 main:574] : INFO : Epoch 1933 | loss: 0.0311639 | val_loss: 0.0311706 | Time: 4231.03 ms [2021-08-23 13:00:41 main:574] : INFO : Epoch 1934 | loss: 0.0311703 | val_loss: 0.0311722 | Time: 4920.81 ms [2021-08-23 13:00:45 main:574] : INFO : Epoch 1935 | loss: 0.0311651 | val_loss: 0.0311679 | Time: 4225.4 ms [2021-08-23 13:00:49 main:574] : INFO : Epoch 1936 | loss: 0.0311626 | val_loss: 0.0311671 | Time: 4077.59 ms [2021-08-23 13:00:53 main:574] : INFO : Epoch 1937 | loss: 0.0311628 | val_loss: 0.031166 | Time: 4067.22 ms [2021-08-23 13:00:57 main:574] : INFO : Epoch 1938 | loss: 0.0311617 | val_loss: 0.0311669 | Time: 4172.98 ms [2021-08-23 13:01:02 main:574] : INFO : Epoch 1939 | loss: 0.0311609 | val_loss: 0.031168 | Time: 4190.65 ms [2021-08-23 13:01:06 main:574] : INFO : Epoch 1940 | loss: 0.0311611 | val_loss: 0.0311675 | Time: 4216.68 ms [2021-08-23 13:01:10 main:574] : INFO : Epoch 1941 | loss: 0.03116 | val_loss: 0.0311662 | Time: 4278.4 ms [2021-08-23 13:01:14 main:574] : INFO : Epoch 1942 | loss: 0.0311629 | val_loss: 0.0311714 | Time: 4269.71 ms [2021-08-23 13:01:19 main:574] : INFO : Epoch 1943 | loss: 0.0311618 | val_loss: 0.031169 | Time: 4328.35 ms [2021-08-23 13:01:23 main:574] : INFO : Epoch 1944 | loss: 0.0311599 | val_loss: 0.0311666 | Time: 4205.82 ms [2021-08-23 13:01:27 main:574] : INFO : Epoch 1945 | loss: 0.0311593 | val_loss: 0.0311682 | Time: 4184.72 ms [2021-08-23 13:01:31 main:574] : INFO : Epoch 1946 | loss: 0.0311613 | val_loss: 0.031167 | Time: 4132.86 ms [2021-08-23 13:01:36 main:574] : INFO : Epoch 1947 | loss: 0.031159 | val_loss: 0.0311663 | Time: 4249.81 ms [2021-08-23 13:01:40 main:574] : INFO : Epoch 1948 | loss: 0.0311585 | val_loss: 0.0311667 | Time: 4148.11 ms [2021-08-23 13:01:44 main:574] : INFO : Epoch 1949 | loss: 0.0311587 | val_loss: 0.031166 | Time: 4325.31 ms [2021-08-23 13:01:48 main:574] : INFO : Epoch 1950 | loss: 0.0311586 | val_loss: 0.0311679 | Time: 4194.06 ms [2021-08-23 13:01:52 main:574] : INFO : Epoch 1951 | loss: 0.0311588 | val_loss: 0.0311667 | Time: 4219.01 ms [2021-08-23 13:01:57 main:574] : INFO : Epoch 1952 | loss: 0.0311589 | val_loss: 0.031169 | Time: 4132.64 ms [2021-08-23 13:02:01 main:574] : INFO : Epoch 1953 | loss: 0.0311611 | val_loss: 0.031166 | Time: 4192.45 ms [2021-08-23 13:02:05 main:574] : INFO : Epoch 1954 | loss: 0.0311599 | val_loss: 0.0311679 | Time: 4205.49 ms [2021-08-23 13:02:09 main:574] : INFO : Epoch 1955 | loss: 0.0311583 | val_loss: 0.0311663 | Time: 4240.06 ms [2021-08-23 13:02:14 main:574] : INFO : Epoch 1956 | loss: 0.0311586 | val_loss: 0.031165 | Time: 4300.9 ms [2021-08-23 13:02:18 main:574] : INFO : Epoch 1957 | loss: 0.0311566 | val_loss: 0.0311663 | Time: 4132.75 ms [2021-08-23 13:02:22 main:574] : INFO : Epoch 1958 | loss: 0.0311564 | val_loss: 0.0311671 | Time: 4319.03 ms [2021-08-23 13:02:26 main:574] : INFO : Epoch 1959 | loss: 0.0311591 | val_loss: 0.0311683 | Time: 4370.3 ms [2021-08-23 13:02:31 main:574] : INFO : Epoch 1960 | loss: 0.0311584 | val_loss: 0.0311666 | Time: 4430.95 ms [2021-08-23 13:02:35 main:574] : INFO : Epoch 1961 | loss: 0.0311586 | val_loss: 0.031169 | Time: 4241.36 ms [2021-08-23 13:02:39 main:574] : INFO : Epoch 1962 | loss: 0.0311615 | val_loss: 0.0311729 | Time: 4140.95 ms [2021-08-23 13:02:44 main:574] : INFO : Epoch 1963 | loss: 0.0312221 | val_loss: 0.0313549 | Time: 4275.14 ms [2021-08-23 13:02:48 main:574] : INFO : Epoch 1964 | loss: 0.0369052 | val_loss: 0.0323968 | Time: 4193.84 ms [2021-08-23 13:02:52 main:574] : INFO : Epoch 1965 | loss: 0.0335102 | val_loss: 0.032876 | Time: 4210.38 ms [2021-08-23 13:02:56 main:574] : INFO : Epoch 1966 | loss: 0.0315614 | val_loss: 0.0312685 | Time: 4170.57 ms [2021-08-23 13:03:01 main:574] : INFO : Epoch 1967 | loss: 0.0312315 | val_loss: 0.0311984 | Time: 4255.2 ms [2021-08-23 13:03:05 main:574] : INFO : Epoch 1968 | loss: 0.031183 | val_loss: 0.0311796 | Time: 4148.8 ms [2021-08-23 13:03:09 main:574] : INFO : Epoch 1969 | loss: 0.0311695 | val_loss: 0.0311737 | Time: 4160.5 ms [2021-08-23 13:03:14 main:574] : INFO : Epoch 1970 | loss: 0.0311656 | val_loss: 0.0311723 | Time: 4676.15 ms [2021-08-23 13:03:18 main:574] : INFO : Epoch 1971 | loss: 0.0311646 | val_loss: 0.0311713 | Time: 4180.69 ms [2021-08-23 13:03:22 main:574] : INFO : Epoch 1972 | loss: 0.0311642 | val_loss: 0.031171 | Time: 4292.6 ms [2021-08-23 13:03:26 main:574] : INFO : Epoch 1973 | loss: 0.0311647 | val_loss: 0.0311708 | Time: 4254.45 ms [2021-08-23 13:03:31 main:574] : INFO : Epoch 1974 | loss: 0.0311649 | val_loss: 0.0311729 | Time: 4228.13 ms [2021-08-23 13:03:35 main:574] : INFO : Epoch 1975 | loss: 0.0311632 | val_loss: 0.031171 | Time: 4213.14 ms [2021-08-23 13:03:39 main:574] : INFO : Epoch 1976 | loss: 0.031164 | val_loss: 0.0311721 | Time: 4160.24 ms [2021-08-23 13:03:43 main:574] : INFO : Epoch 1977 | loss: 0.0311621 | val_loss: 0.0311679 | Time: 4339.89 ms [2021-08-23 13:03:48 main:574] : INFO : Epoch 1978 | loss: 0.0311611 | val_loss: 0.0311687 | Time: 4234.28 ms [2021-08-23 13:03:52 main:574] : INFO : Epoch 1979 | loss: 0.0311602 | val_loss: 0.0311695 | Time: 4169.23 ms [2021-08-23 13:03:56 main:574] : INFO : Epoch 1980 | loss: 0.0311598 | val_loss: 0.0311696 | Time: 4149.75 ms [2021-08-23 13:04:00 main:574] : INFO : Epoch 1981 | loss: 0.03116 | val_loss: 0.0311683 | Time: 4293.09 ms [2021-08-23 13:04:05 main:574] : INFO : Epoch 1982 | loss: 0.0311602 | val_loss: 0.0311689 | Time: 4293.81 ms [2021-08-23 13:04:09 main:574] : INFO : Epoch 1983 | loss: 0.0311599 | val_loss: 0.0311688 | Time: 4213.15 ms [2021-08-23 13:04:13 main:574] : INFO : Epoch 1984 | loss: 0.0311606 | val_loss: 0.0311682 | Time: 4320.24 ms [2021-08-23 13:04:17 main:574] : INFO : Epoch 1985 | loss: 0.0311597 | val_loss: 0.031168 | Time: 4179.03 ms [2021-08-23 13:04:22 main:574] : INFO : Epoch 1986 | loss: 0.0311598 | val_loss: 0.031167 | Time: 4252.92 ms [2021-08-23 13:04:26 main:574] : INFO : Epoch 1987 | loss: 0.0311604 | val_loss: 0.0311719 | Time: 4181.31 ms [2021-08-23 13:04:30 main:574] : INFO : Epoch 1988 | loss: 0.0311645 | val_loss: 0.0311714 | Time: 4283.89 ms [2021-08-23 13:04:34 main:574] : INFO : Epoch 1989 | loss: 0.0311628 | val_loss: 0.0311701 | Time: 4213.52 ms [2021-08-23 13:04:39 main:574] : INFO : Epoch 1990 | loss: 0.0311622 | val_loss: 0.0311695 | Time: 4089.26 ms [2021-08-23 13:04:43 main:574] : INFO : Epoch 1991 | loss: 0.0311619 | val_loss: 0.0311682 | Time: 4177.84 ms [2021-08-23 13:04:47 main:574] : INFO : Epoch 1992 | loss: 0.0311619 | val_loss: 0.0311705 | Time: 4207.43 ms [2021-08-23 13:04:51 main:574] : INFO : Epoch 1993 | loss: 0.0311617 | val_loss: 0.0311716 | Time: 4184.54 ms [2021-08-23 13:04:55 main:574] : INFO : Epoch 1994 | loss: 0.0311655 | val_loss: 0.0311711 | Time: 4234.78 ms [2021-08-23 13:05:00 main:574] : INFO : Epoch 1995 | loss: 0.0311698 | val_loss: 0.0311723 | Time: 4235.58 ms [2021-08-23 13:05:04 main:574] : INFO : Epoch 1996 | loss: 0.0311676 | val_loss: 0.0311737 | Time: 4265.85 ms [2021-08-23 13:05:08 main:574] : INFO : Epoch 1997 | loss: 0.0311656 | val_loss: 0.0311717 | Time: 4174.51 ms [2021-08-23 13:05:12 main:574] : INFO : Epoch 1998 | loss: 0.0311645 | val_loss: 0.031178 | Time: 4241.31 ms [2021-08-23 13:05:17 main:574] : INFO : Epoch 1999 | loss: 0.0311668 | val_loss: 0.0311719 | Time: 4283.68 ms [2021-08-23 13:05:21 main:574] : INFO : Epoch 2000 | loss: 0.0311684 | val_loss: 0.0311718 | Time: 4159.04 ms [2021-08-23 13:05:25 main:574] : INFO : Epoch 2001 | loss: 0.031169 | val_loss: 0.0311737 | Time: 4234.13 ms [2021-08-23 13:05:29 main:574] : INFO : Epoch 2002 | loss: 0.0311674 | val_loss: 0.03117 | Time: 4198.79 ms [2021-08-23 13:05:34 main:574] : INFO : Epoch 2003 | loss: 0.031165 | val_loss: 0.0311716 | Time: 4193.93 ms [2021-08-23 13:05:38 main:574] : INFO : Epoch 2004 | loss: 0.0311651 | val_loss: 0.0311718 | Time: 4318.19 ms [2021-08-23 13:05:42 main:574] : INFO : Epoch 2005 | loss: 0.0311639 | val_loss: 0.03117 | Time: 4350 ms [2021-08-23 13:05:46 main:574] : INFO : Epoch 2006 | loss: 0.0311651 | val_loss: 0.0311699 | Time: 4086.05 ms [2021-08-23 13:05:51 main:574] : INFO : Epoch 2007 | loss: 0.0311655 | val_loss: 0.0311729 | Time: 4465.16 ms [2021-08-23 13:05:55 main:574] : INFO : Epoch 2008 | loss: 0.031165 | val_loss: 0.0311694 | Time: 4229.68 ms [2021-08-23 13:05:59 main:574] : INFO : Epoch 2009 | loss: 0.0311639 | val_loss: 0.0311714 | Time: 4213.24 ms [2021-08-23 13:06:04 main:574] : INFO : Epoch 2010 | loss: 0.0311622 | val_loss: 0.031169 | Time: 4168.29 ms [2021-08-23 13:06:08 main:574] : INFO : Epoch 2011 | loss: 0.0311616 | val_loss: 0.03117 | Time: 4277.74 ms [2021-08-23 13:06:12 main:574] : INFO : Epoch 2012 | loss: 0.0311612 | val_loss: 0.0311715 | Time: 4282.29 ms [2021-08-23 13:06:16 main:574] : INFO : Epoch 2013 | loss: 0.0311629 | val_loss: 0.0311729 | Time: 4210.19 ms [2021-08-23 13:06:21 main:574] : INFO : Epoch 2014 | loss: 0.0311623 | val_loss: 0.03117 | Time: 4249.87 ms [2021-08-23 13:06:26 main:574] : INFO : Epoch 2015 | loss: 0.0311662 | val_loss: 0.0311683 | Time: 4779.47 ms [2021-08-23 13:06:30 main:574] : INFO : Epoch 2016 | loss: 0.0311627 | val_loss: 0.0311729 | Time: 4232.48 ms [2021-08-23 13:06:34 main:574] : INFO : Epoch 2017 | loss: 0.0311622 | val_loss: 0.0311734 | Time: 4186.26 ms [2021-08-23 13:06:38 main:574] : INFO : Epoch 2018 | loss: 0.0311618 | val_loss: 0.0311697 | Time: 4256.07 ms [2021-08-23 13:06:42 main:574] : INFO : Epoch 2019 | loss: 0.0311603 | val_loss: 0.0311684 | Time: 4215.72 ms [2021-08-23 13:06:47 main:574] : INFO : Epoch 2020 | loss: 0.0311593 | val_loss: 0.0311693 | Time: 4316.76 ms [2021-08-23 13:06:51 main:574] : INFO : Epoch 2021 | loss: 0.031159 | val_loss: 0.0311687 | Time: 4271.06 ms [2021-08-23 13:06:55 main:574] : INFO : Epoch 2022 | loss: 0.0311589 | val_loss: 0.0311682 | Time: 4196.05 ms [2021-08-23 13:07:00 main:574] : INFO : Epoch 2023 | loss: 0.0311586 | val_loss: 0.0311679 | Time: 4218.24 ms [2021-08-23 13:07:04 main:574] : INFO : Epoch 2024 | loss: 0.0311586 | val_loss: 0.031168 | Time: 4164.2 ms [2021-08-23 13:07:08 main:574] : INFO : Epoch 2025 | loss: 0.0311585 | val_loss: 0.0311697 | Time: 4313.03 ms [2021-08-23 13:07:13 main:574] : INFO : Epoch 2026 | loss: 0.0311589 | val_loss: 0.0311671 | Time: 4508.94 ms [2021-08-23 13:07:17 main:574] : INFO : Epoch 2027 | loss: 0.0311588 | val_loss: 0.0311666 | Time: 4527.48 ms [2021-08-23 13:07:21 main:574] : INFO : Epoch 2028 | loss: 0.03116 | val_loss: 0.0311698 | Time: 4329.35 ms [2021-08-23 13:07:26 main:574] : INFO : Epoch 2029 | loss: 0.0311598 | val_loss: 0.0311707 | Time: 4403.87 ms [2021-08-23 13:07:30 main:574] : INFO : Epoch 2030 | loss: 0.0311602 | val_loss: 0.031169 | Time: 4227.38 ms [2021-08-23 13:07:34 main:574] : INFO : Epoch 2031 | loss: 0.0311633 | val_loss: 0.0311679 | Time: 4143.32 ms [2021-08-23 13:07:38 main:574] : INFO : Epoch 2032 | loss: 0.0311639 | val_loss: 0.0311664 | Time: 4130.26 ms [2021-08-23 13:07:43 main:574] : INFO : Epoch 2033 | loss: 0.0311617 | val_loss: 0.0311686 | Time: 4181.53 ms [2021-08-23 13:07:47 main:574] : INFO : Epoch 2034 | loss: 0.0311619 | val_loss: 0.0311714 | Time: 4196.76 ms [2021-08-23 13:07:51 main:574] : INFO : Epoch 2035 | loss: 0.03116 | val_loss: 0.0311687 | Time: 4239.28 ms [2021-08-23 13:07:55 main:574] : INFO : Epoch 2036 | loss: 0.0311594 | val_loss: 0.0311697 | Time: 4167.32 ms [2021-08-23 13:07:59 main:574] : INFO : Epoch 2037 | loss: 0.0311615 | val_loss: 0.0311698 | Time: 4154.8 ms [2021-08-23 13:08:04 main:574] : INFO : Epoch 2038 | loss: 0.0311614 | val_loss: 0.0311703 | Time: 4485.84 ms [2021-08-23 13:08:08 main:574] : INFO : Epoch 2039 | loss: 0.0311622 | val_loss: 0.0311709 | Time: 4196.44 ms [2021-08-23 13:08:12 main:574] : INFO : Epoch 2040 | loss: 0.0311603 | val_loss: 0.031173 | Time: 4236.53 ms [2021-08-23 13:08:17 main:574] : INFO : Epoch 2041 | loss: 0.0311605 | val_loss: 0.0311705 | Time: 4212.57 ms [2021-08-23 13:08:21 main:574] : INFO : Epoch 2042 | loss: 0.0311609 | val_loss: 0.031171 | Time: 4311.25 ms [2021-08-23 13:08:25 main:574] : INFO : Epoch 2043 | loss: 0.0311615 | val_loss: 0.0311739 | Time: 4251.48 ms [2021-08-23 13:08:30 main:574] : INFO : Epoch 2044 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 4361.78 ms [2021-08-23 13:08:34 main:574] : INFO : Epoch 2045 | loss: 0.0311676 | val_loss: 0.0311746 | Time: 4316.33 ms [2021-08-23 13:08:38 main:574] : INFO : Epoch 2046 | loss: 0.0311673 | val_loss: 0.031178 | Time: 4253.21 ms [2021-08-23 13:08:43 main:574] : INFO : Epoch 2047 | loss: 0.0311679 | val_loss: 0.0311723 | Time: 4220.02 ms [2021-08-23 13:08:47 main:574] : INFO : Epoch 2048 | loss: 0.0311638 | val_loss: 0.0311706 | Time: 4271.95 ms [2021-08-23 13:08:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311706 [2021-08-23 13:08:47 main:603] : INFO : Saving end state to config to file [2021-08-23 13:08:47 main:608] : INFO : Success, exiting.. 13:08:47 (7696): 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)